warning: commands will be executed using /bin/sh
job 2579 at Sat Mar 29 19:50:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140327/YutaMouse20-140327/YutaMouse20-140327
ElecNo	6
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2150037 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 716679 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 37668 members 
Mstep: Class 3 contains 37666 members 
Mstep: Class 4 contains 37496 members 
Mstep: Class 5 contains 37371 members 
Mstep: Class 6 contains 37796 members 
Mstep: Class 7 contains 37502 members 
Mstep: Class 8 contains 37852 members 
Mstep: Class 9 contains 37544 members 
Mstep: Class 10 contains 37839 members 
Mstep: Class 11 contains 37679 members 
Mstep: Class 12 contains 37475 members 
Mstep: Class 13 contains 37740 members 
Mstep: Class 14 contains 38093 members 
Mstep: Class 15 contains 37962 members 
Mstep: Class 16 contains 37785 members 
Mstep: Class 17 contains 37833 members 
Mstep: Class 18 contains 37735 members 
Mstep: Class 19 contains 37596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 304.126282 but Gain 3343.632812
Score: -86360696.000000 Penalty: 60185.359375
Iteration 0F: 19 clusters Score -8.63607e+07 nChanged 676473
Entering Unmasked Mstep 
Mstep: Class 0 contains 2442 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 48726 members 
Mstep: Class 3 contains 54350 members 
Mstep: Class 4 contains 6792 members 
Mstep: Class 6 contains 14122 members 
Mstep: Class 7 contains 171912 members 
Mstep: Class 8 contains 8365 members 
Mstep: Class 9 contains 97753 members 
Mstep: Class 10 contains 34289 members 
Mstep: Class 11 contains 16020 members 
Mstep: Class 12 contains 49841 members 
Mstep: Class 13 contains 3789 members 
Mstep: Class 14 contains 28109 members 
Mstep: Class 15 contains 41705 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 19757 members 
Mstep: Class 18 contains 51285 members 
Mstep: Class 19 contains 10647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2794.625977 but Gain 3343.628906
Score: -89233664.000000 Penalty: 56841.730469
Iteration 1F: 18 clusters Score -8.923366e+07 nChanged 309069
Entering Unmasked Mstep 
Mstep: Class 0 contains 1878 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 34767 members 
Mstep: Class 3 contains 31981 members 
Mstep: Class 6 contains 8887 members 
Mstep: Class 7 contains 269922 members 
Mstep: Class 8 contains 3847 members 
Mstep: Class 9 contains 89456 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 19424 members 
Mstep: Class 12 contains 27978 members 
Mstep: Class 13 contains 3897 members 
Mstep: Class 14 contains 38673 members 
Mstep: Class 15 contains 46623 members 
Mstep: Class 16 contains 4426 members 
Mstep: Class 17 contains 14000 members 
Mstep: Class 18 contains 43857 members 
Mstep: Class 19 contains 5806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90057216.000000 Penalty: 56841.730469
Iteration 2F: 18 clusters Score -9.005722e+07 nChanged 194140
Entering Unmasked Mstep 
Mstep: Class 0 contains 1143 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 20095 members 
Mstep: Class 3 contains 16167 members 
Mstep: Class 6 contains 6374 members 
Mstep: Class 7 contains 327891 members 
Mstep: Class 8 contains 3908 members 
Mstep: Class 9 contains 70155 members 
Mstep: Class 10 contains 7501 members 
Mstep: Class 11 contains 19426 members 
Mstep: Class 12 contains 19298 members 
Mstep: Class 13 contains 2221 members 
Mstep: Class 14 contains 54737 members 
Mstep: Class 15 contains 55798 members 
Mstep: Class 16 contains 6627 members 
Mstep: Class 17 contains 10702 members 
Mstep: Class 18 contains 46931 members 
Mstep: Class 19 contains 3104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2690.875244 but Gain 3343.632812
Score: -90360448.000000 Penalty: 53498.097656
Iteration 3F: 17 clusters Score -9.036045e+07 nChanged 120099
Entering Unmasked Mstep 
Mstep: Class 0 contains 959 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 9118 members 
Mstep: Class 3 contains 7922 members 
Mstep: Class 6 contains 4357 members 
Mstep: Class 7 contains 371303 members 
Mstep: Class 8 contains 6212 members 
Mstep: Class 9 contains 57362 members 
Mstep: Class 10 contains 3756 members 
Mstep: Class 11 contains 17051 members 
Mstep: Class 12 contains 16667 members 
Mstep: Class 13 contains 1596 members 
Mstep: Class 14 contains 63846 members 
Mstep: Class 15 contains 59702 members 
Mstep: Class 16 contains 8803 members 
Mstep: Class 17 contains 9204 members 
Mstep: Class 18 contains 46109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2575.575684 but Gain 3343.628906
Score: -90438144.000000 Penalty: 50154.468750
Iteration 4F: 16 clusters Score -9.043814e+07 nChanged 73617
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 4722 members 
Mstep: Class 3 contains 4716 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 382232 members 
Mstep: Class 8 contains 7696 members 
Mstep: Class 9 contains 55392 members 
Mstep: Class 11 contains 15341 members 
Mstep: Class 12 contains 16065 members 
Mstep: Class 13 contains 2277 members 
Mstep: Class 14 contains 73668 members 
Mstep: Class 15 contains 61917 members 
Mstep: Class 16 contains 9862 members 
Mstep: Class 17 contains 7980 members 
Mstep: Class 18 contains 43520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2849.877930 but Gain 3343.632812
Score: -90510344.000000 Penalty: 46810.835938
Iteration 5F: 15 clusters Score -9.051034e+07 nChanged 45461
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 3 contains 3564 members 
Mstep: Class 6 contains 2378 members 
Mstep: Class 7 contains 382566 members 
Mstep: Class 8 contains 8544 members 
Mstep: Class 9 contains 57048 members 
Mstep: Class 11 contains 14348 members 
Mstep: Class 12 contains 15824 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 80451 members 
Mstep: Class 15 contains 63001 members 
Mstep: Class 16 contains 10501 members 
Mstep: Class 17 contains 7343 members 
Mstep: Class 18 contains 41661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90545568.000000 Penalty: 46810.835938
Iteration 6F: 15 clusters Score -9.054557e+07 nChanged 28215
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 3 contains 3316 members 
Mstep: Class 6 contains 2095 members 
Mstep: Class 7 contains 378268 members 
Mstep: Class 8 contains 9137 members 
Mstep: Class 9 contains 58317 members 
Mstep: Class 11 contains 14293 members 
Mstep: Class 12 contains 15609 members 
Mstep: Class 13 contains 2748 members 
Mstep: Class 14 contains 85181 members 
Mstep: Class 15 contains 63125 members 
Mstep: Class 16 contains 10982 members 
Mstep: Class 17 contains 7137 members 
Mstep: Class 18 contains 40182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90572032.000000 Penalty: 46810.835938
Iteration 7Q: 15 clusters Score -9.057203e+07 nChanged 21058
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 6 contains 1950 members 
Mstep: Class 7 contains 374972 members 
Mstep: Class 8 contains 9696 members 
Mstep: Class 9 contains 58918 members 
Mstep: Class 11 contains 14656 members 
Mstep: Class 12 contains 15554 members 
Mstep: Class 13 contains 2753 members 
Mstep: Class 14 contains 88210 members 
Mstep: Class 15 contains 62938 members 
Mstep: Class 16 contains 11402 members 
Mstep: Class 17 contains 7118 members 
Mstep: Class 18 contains 39257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3307.304443 but Gain 3343.628906
Score: -90587760.000000 Penalty: 43467.207031
Iteration 8Q: 14 clusters Score -9.058776e+07 nChanged 18383
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 3 contains 3428 members 
Mstep: Class 7 contains 372242 members 
Mstep: Class 8 contains 10377 members 
Mstep: Class 9 contains 58884 members 
Mstep: Class 11 contains 14642 members 
Mstep: Class 12 contains 15812 members 
Mstep: Class 13 contains 2754 members 
Mstep: Class 14 contains 90968 members 
Mstep: Class 15 contains 62742 members 
Mstep: Class 16 contains 11900 members 
Mstep: Class 17 contains 8340 members 
Mstep: Class 18 contains 38811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90602984.000000 Penalty: 43467.207031
Iteration 9Q: 14 clusters Score -9.060298e+07 nChanged 13095
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 7 contains 370327 members 
Mstep: Class 8 contains 11179 members 
Mstep: Class 9 contains 58524 members 
Mstep: Class 11 contains 14428 members 
Mstep: Class 12 contains 16248 members 
Mstep: Class 13 contains 2755 members 
Mstep: Class 14 contains 91769 members 
Mstep: Class 15 contains 62557 members 
Mstep: Class 16 contains 12420 members 
Mstep: Class 17 contains 8751 members 
Mstep: Class 18 contains 38548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90611120.000000 Penalty: 43467.207031
Iteration 10Q: 14 clusters Score -9.061112e+07 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 3 contains 3437 members 
Mstep: Class 7 contains 368344 members 
Mstep: Class 8 contains 12012 members 
Mstep: Class 9 contains 58107 members 
Mstep: Class 11 contains 14074 members 
Mstep: Class 12 contains 16900 members 
Mstep: Class 13 contains 2755 members 
Mstep: Class 14 contains 92490 members 
Mstep: Class 15 contains 62378 members 
Mstep: Class 16 contains 12959 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 38297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90618616.000000 Penalty: 43467.207031
Iteration 11Q: 14 clusters Score -9.061862e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 3 contains 3363 members 
Mstep: Class 7 contains 366633 members 
Mstep: Class 8 contains 12833 members 
Mstep: Class 9 contains 57596 members 
Mstep: Class 11 contains 13648 members 
Mstep: Class 12 contains 17561 members 
Mstep: Class 13 contains 2755 members 
Mstep: Class 14 contains 93095 members 
Mstep: Class 15 contains 62219 members 
Mstep: Class 16 contains 13477 members 
Mstep: Class 17 contains 9459 members 
Mstep: Class 18 contains 38088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90624824.000000 Penalty: 43467.207031
Iteration 12Q: 14 clusters Score -9.062482e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 3 contains 3251 members 
Mstep: Class 7 contains 365206 members 
Mstep: Class 8 contains 13617 members 
Mstep: Class 9 contains 57040 members 
Mstep: Class 11 contains 13210 members 
Mstep: Class 12 contains 18181 members 
Mstep: Class 13 contains 2754 members 
Mstep: Class 14 contains 93589 members 
Mstep: Class 15 contains 62137 members 
Mstep: Class 16 contains 13952 members 
Mstep: Class 17 contains 9761 members 
Mstep: Class 18 contains 37916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90629064.000000 Penalty: 43467.207031
Iteration 13Q: 14 clusters Score -9.062906e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 3 contains 3126 members 
Mstep: Class 7 contains 363997 members 
Mstep: Class 8 contains 14304 members 
Mstep: Class 9 contains 56480 members 
Mstep: Class 11 contains 12825 members 
Mstep: Class 12 contains 18731 members 
Mstep: Class 13 contains 2753 members 
Mstep: Class 14 contains 94023 members 
Mstep: Class 15 contains 62141 members 
Mstep: Class 16 contains 14330 members 
Mstep: Class 17 contains 10031 members 
Mstep: Class 18 contains 37760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90632200.000000 Penalty: 43467.207031
Iteration 14Q: 14 clusters Score -9.06322e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 3 contains 2993 members 
Mstep: Class 7 contains 362890 members 
Mstep: Class 8 contains 14887 members 
Mstep: Class 9 contains 55977 members 
Mstep: Class 11 contains 12479 members 
Mstep: Class 12 contains 19373 members 
Mstep: Class 13 contains 2752 members 
Mstep: Class 14 contains 94424 members 
Mstep: Class 15 contains 62135 members 
Mstep: Class 16 contains 14607 members 
Mstep: Class 17 contains 10292 members 
Mstep: Class 18 contains 37617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90635832.000000 Penalty: 43467.207031
Iteration 15Q: 14 clusters Score -9.063583e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 3 contains 2869 members 
Mstep: Class 7 contains 361962 members 
Mstep: Class 8 contains 15432 members 
Mstep: Class 9 contains 55530 members 
Mstep: Class 11 contains 12150 members 
Mstep: Class 12 contains 19967 members 
Mstep: Class 13 contains 2752 members 
Mstep: Class 14 contains 94783 members 
Mstep: Class 15 contains 62124 members 
Mstep: Class 16 contains 14764 members 
Mstep: Class 17 contains 10529 members 
Mstep: Class 18 contains 37425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90638544.000000 Penalty: 43467.207031
Iteration 16Q: 14 clusters Score -9.063854e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 3 contains 2741 members 
Mstep: Class 7 contains 361148 members 
Mstep: Class 8 contains 15915 members 
Mstep: Class 9 contains 55113 members 
Mstep: Class 11 contains 11870 members 
Mstep: Class 12 contains 20605 members 
Mstep: Class 13 contains 2751 members 
Mstep: Class 14 contains 95159 members 
Mstep: Class 15 contains 62108 members 
Mstep: Class 16 contains 14748 members 
Mstep: Class 17 contains 10743 members 
Mstep: Class 18 contains 37230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90640968.000000 Penalty: 43467.207031
Iteration 17Q: 14 clusters Score -9.064097e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 3 contains 2631 members 
Mstep: Class 7 contains 360382 members 
Mstep: Class 8 contains 16308 members 
Mstep: Class 9 contains 54705 members 
Mstep: Class 11 contains 11631 members 
Mstep: Class 12 contains 21239 members 
Mstep: Class 13 contains 2751 members 
Mstep: Class 14 contains 95609 members 
Mstep: Class 15 contains 62083 members 
Mstep: Class 16 contains 14647 members 
Mstep: Class 17 contains 10946 members 
Mstep: Class 18 contains 36901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90642776.000000 Penalty: 43467.207031
Iteration 18Q: 14 clusters Score -9.064278e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 3 contains 2517 members 
Mstep: Class 7 contains 359654 members 
Mstep: Class 8 contains 16657 members 
Mstep: Class 9 contains 54310 members 
Mstep: Class 11 contains 11421 members 
Mstep: Class 12 contains 21826 members 
Mstep: Class 13 contains 2751 members 
Mstep: Class 14 contains 96115 members 
Mstep: Class 15 contains 62097 members 
Mstep: Class 16 contains 14413 members 
Mstep: Class 17 contains 11142 members 
Mstep: Class 18 contains 36585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90645344.000000 Penalty: 43467.207031
Iteration 19Q: 14 clusters Score -9.064534e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 3 contains 2398 members 
Mstep: Class 7 contains 358871 members 
Mstep: Class 8 contains 16962 members 
Mstep: Class 9 contains 53930 members 
Mstep: Class 11 contains 11216 members 
Mstep: Class 12 contains 22404 members 
Mstep: Class 13 contains 2751 members 
Mstep: Class 14 contains 96682 members 
Mstep: Class 15 contains 62140 members 
Mstep: Class 16 contains 14073 members 
Mstep: Class 17 contains 11313 members 
Mstep: Class 18 contains 36291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90647800.000000 Penalty: 43467.207031
Iteration 20F: 14 clusters Score -9.06478e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 3 contains 2328 members 
Mstep: Class 7 contains 358065 members 
Mstep: Class 8 contains 17289 members 
Mstep: Class 9 contains 53554 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 22999 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 97222 members 
Mstep: Class 15 contains 62162 members 
Mstep: Class 16 contains 13506 members 
Mstep: Class 17 contains 11490 members 
Mstep: Class 18 contains 36006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90650624.000000 Penalty: 43467.207031
Iteration 21Q: 14 clusters Score -9.065062e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 3 contains 2197 members 
Mstep: Class 7 contains 357303 members 
Mstep: Class 8 contains 17542 members 
Mstep: Class 9 contains 53247 members 
Mstep: Class 11 contains 10720 members 
Mstep: Class 12 contains 23546 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 97750 members 
Mstep: Class 15 contains 62226 members 
Mstep: Class 16 contains 12817 members 
Mstep: Class 17 contains 11673 members 
Mstep: Class 18 contains 35677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90653216.000000 Penalty: 43467.207031
Iteration 22Q: 14 clusters Score -9.065322e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 7 contains 356574 members 
Mstep: Class 8 contains 17726 members 
Mstep: Class 9 contains 52927 members 
Mstep: Class 11 contains 10503 members 
Mstep: Class 12 contains 24063 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 98276 members 
Mstep: Class 15 contains 62312 members 
Mstep: Class 16 contains 11997 members 
Mstep: Class 17 contains 11869 members 
Mstep: Class 18 contains 35396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90655720.000000 Penalty: 43467.207031
Iteration 23Q: 14 clusters Score -9.065572e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 3 contains 1942 members 
Mstep: Class 7 contains 355832 members 
Mstep: Class 8 contains 17861 members 
Mstep: Class 9 contains 52570 members 
Mstep: Class 11 contains 10253 members 
Mstep: Class 12 contains 24603 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 98875 members 
Mstep: Class 15 contains 62362 members 
Mstep: Class 16 contains 11188 members 
Mstep: Class 17 contains 12034 members 
Mstep: Class 18 contains 35159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90658480.000000 Penalty: 43467.207031
Iteration 24Q: 14 clusters Score -9.065848e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 7 contains 355017 members 
Mstep: Class 8 contains 17916 members 
Mstep: Class 9 contains 52171 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 12 contains 25172 members 
Mstep: Class 13 contains 2748 members 
Mstep: Class 14 contains 99505 members 
Mstep: Class 15 contains 62425 members 
Mstep: Class 16 contains 10494 members 
Mstep: Class 17 contains 12217 members 
Mstep: Class 18 contains 34954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90661336.000000 Penalty: 43467.207031
Iteration 25Q: 14 clusters Score -9.066134e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 7 contains 354160 members 
Mstep: Class 8 contains 17894 members 
Mstep: Class 9 contains 51779 members 
Mstep: Class 11 contains 9760 members 
Mstep: Class 12 contains 25742 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 100153 members 
Mstep: Class 15 contains 62464 members 
Mstep: Class 16 contains 10032 members 
Mstep: Class 17 contains 12416 members 
Mstep: Class 18 contains 34703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90665048.000000 Penalty: 43467.207031
Iteration 26Q: 14 clusters Score -9.066505e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 7 contains 353351 members 
Mstep: Class 8 contains 17817 members 
Mstep: Class 9 contains 51342 members 
Mstep: Class 11 contains 9529 members 
Mstep: Class 12 contains 26338 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 100777 members 
Mstep: Class 15 contains 62384 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 12631 members 
Mstep: Class 18 contains 34467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90668928.000000 Penalty: 43467.207031
Iteration 27Q: 14 clusters Score -9.066893e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 7 contains 352592 members 
Mstep: Class 8 contains 17629 members 
Mstep: Class 9 contains 50900 members 
Mstep: Class 11 contains 9320 members 
Mstep: Class 12 contains 26888 members 
Mstep: Class 13 contains 2746 members 
Mstep: Class 14 contains 101462 members 
Mstep: Class 15 contains 62132 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 12829 members 
Mstep: Class 18 contains 34292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90672360.000000 Penalty: 43467.207031
Iteration 28Q: 14 clusters Score -9.067236e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 3 contains 1416 members 
Mstep: Class 7 contains 351855 members 
Mstep: Class 8 contains 17402 members 
Mstep: Class 9 contains 50432 members 
Mstep: Class 11 contains 9191 members 
Mstep: Class 12 contains 27405 members 
Mstep: Class 13 contains 2742 members 
Mstep: Class 14 contains 102211 members 
Mstep: Class 15 contains 61820 members 
Mstep: Class 16 contains 10543 members 
Mstep: Class 17 contains 13021 members 
Mstep: Class 18 contains 34025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90673976.000000 Penalty: 43467.207031
Iteration 29Q: 14 clusters Score -9.067398e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 3 contains 1356 members 
Mstep: Class 7 contains 351068 members 
Mstep: Class 8 contains 17212 members 
Mstep: Class 9 contains 49997 members 
Mstep: Class 11 contains 9107 members 
Mstep: Class 12 contains 27919 members 
Mstep: Class 13 contains 2741 members 
Mstep: Class 14 contains 102934 members 
Mstep: Class 15 contains 61613 members 
Mstep: Class 16 contains 10902 members 
Mstep: Class 17 contains 13234 members 
Mstep: Class 18 contains 33755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90675696.000000 Penalty: 43467.207031
Iteration 30Q: 14 clusters Score -9.06757e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 7 contains 350181 members 
Mstep: Class 8 contains 17058 members 
Mstep: Class 9 contains 49570 members 
Mstep: Class 11 contains 9053 members 
Mstep: Class 12 contains 28452 members 
Mstep: Class 13 contains 2739 members 
Mstep: Class 14 contains 103699 members 
Mstep: Class 15 contains 61442 members 
Mstep: Class 16 contains 11180 members 
Mstep: Class 17 contains 13449 members 
Mstep: Class 18 contains 33470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90676816.000000 Penalty: 43467.207031
Iteration 31Q: 14 clusters Score -9.067682e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 7 contains 349297 members 
Mstep: Class 8 contains 16945 members 
Mstep: Class 9 contains 49152 members 
Mstep: Class 11 contains 9018 members 
Mstep: Class 12 contains 28995 members 
Mstep: Class 13 contains 2739 members 
Mstep: Class 14 contains 104444 members 
Mstep: Class 15 contains 61277 members 
Mstep: Class 16 contains 11389 members 
Mstep: Class 17 contains 13655 members 
Mstep: Class 18 contains 33177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90678312.000000 Penalty: 43467.207031
Iteration 32Q: 14 clusters Score -9.067831e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 7 contains 348436 members 
Mstep: Class 8 contains 16864 members 
Mstep: Class 9 contains 48711 members 
Mstep: Class 11 contains 8988 members 
Mstep: Class 12 contains 29531 members 
Mstep: Class 13 contains 2739 members 
Mstep: Class 14 contains 105230 members 
Mstep: Class 15 contains 61124 members 
Mstep: Class 16 contains 11520 members 
Mstep: Class 17 contains 13861 members 
Mstep: Class 18 contains 32933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90680496.000000 Penalty: 43467.207031
Iteration 33Q: 14 clusters Score -9.06805e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 3 contains 1211 members 
Mstep: Class 7 contains 347588 members 
Mstep: Class 8 contains 16757 members 
Mstep: Class 9 contains 48251 members 
Mstep: Class 11 contains 8955 members 
Mstep: Class 12 contains 30076 members 
Mstep: Class 13 contains 2739 members 
Mstep: Class 14 contains 106045 members 
Mstep: Class 15 contains 60932 members 
Mstep: Class 16 contains 11611 members 
Mstep: Class 17 contains 14088 members 
Mstep: Class 18 contains 32756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90682264.000000 Penalty: 43467.207031
Iteration 34Q: 14 clusters Score -9.068226e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 3 contains 1185 members 
Mstep: Class 7 contains 346739 members 
Mstep: Class 8 contains 16667 members 
Mstep: Class 9 contains 47747 members 
Mstep: Class 11 contains 8935 members 
Mstep: Class 12 contains 30590 members 
Mstep: Class 13 contains 2739 members 
Mstep: Class 14 contains 106918 members 
Mstep: Class 15 contains 60792 members 
Mstep: Class 16 contains 11668 members 
Mstep: Class 17 contains 14294 members 
Mstep: Class 18 contains 32570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90683464.000000 Penalty: 43467.207031
Iteration 35Q: 14 clusters Score -9.068346e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 3 contains 1170 members 
Mstep: Class 7 contains 345888 members 
Mstep: Class 8 contains 16579 members 
Mstep: Class 9 contains 47197 members 
Mstep: Class 11 contains 8921 members 
Mstep: Class 12 contains 31118 members 
Mstep: Class 13 contains 2739 members 
Mstep: Class 14 contains 107802 members 
Mstep: Class 15 contains 60648 members 
Mstep: Class 16 contains 11717 members 
Mstep: Class 17 contains 14518 members 
Mstep: Class 18 contains 32377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90684608.000000 Penalty: 43467.207031
Iteration 36Q: 14 clusters Score -9.068461e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 3 contains 1159 members 
Mstep: Class 7 contains 345050 members 
Mstep: Class 8 contains 16479 members 
Mstep: Class 9 contains 46708 members 
Mstep: Class 11 contains 8910 members 
Mstep: Class 12 contains 31621 members 
Mstep: Class 13 contains 2738 members 
Mstep: Class 14 contains 108665 members 
Mstep: Class 15 contains 60497 members 
Mstep: Class 16 contains 11742 members 
Mstep: Class 17 contains 14756 members 
Mstep: Class 18 contains 32217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90686008.000000 Penalty: 43467.207031
Iteration 37Q: 14 clusters Score -9.068601e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 3 contains 1158 members 
Mstep: Class 7 contains 344194 members 
Mstep: Class 8 contains 16369 members 
Mstep: Class 9 contains 46214 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 32112 members 
Mstep: Class 13 contains 2738 members 
Mstep: Class 14 contains 109599 members 
Mstep: Class 15 contains 60344 members 
Mstep: Class 16 contains 11761 members 
Mstep: Class 17 contains 14990 members 
Mstep: Class 18 contains 32072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90687840.000000 Penalty: 43467.207031
Iteration 38Q: 14 clusters Score -9.068784e+07 nChanged 3361
Entering ConstructFrom: 
Score: -90687840.000000 Penalty: 43467.207031
Entering ConstructFrom: 
Trying to split cluster 1 (36263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Entering Unmasked Estep 
Score: -4661229.000000 Penalty: 2603.641113
	Iteration 0F: 2 clusters Score -4661229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -4636683.500000 Penalty: 5207.282227
	Iteration 0F: 3 clusters Score -4636684 nChanged 16354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -4645616.000000 Penalty: 5207.282227
	Iteration 1F: 3 clusters Score -4645616 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -4646232.000000 Penalty: 5207.282227
	Iteration 2Q: 3 clusters Score -4646232 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -4646966.000000 Penalty: 5207.282227
	Iteration 3Q: 3 clusters Score -4646966 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -4647969.500000 Penalty: 5207.282227
	Iteration 4F: 3 clusters Score -4647970 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -4649466.000000 Penalty: 5207.282227
	Iteration 5F: 3 clusters Score -4649466 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -4651552.000000 Penalty: 5207.282227
	Iteration 6F: 3 clusters Score -4651552 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -4653893.000000 Penalty: 5207.282227
	Iteration 7F: 3 clusters Score -4653893 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -4655981.500000 Penalty: 5207.282227
	Iteration 8F: 3 clusters Score -4655982 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -4657498.500000 Penalty: 5207.282227
	Iteration 9Q: 3 clusters Score -4657498 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -4658445.500000 Penalty: 5207.282227
	Iteration 10Q: 3 clusters Score -4658446 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -4658959.000000 Penalty: 5207.282227
	Iteration 11Q: 3 clusters Score -4658959 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -4659245.500000 Penalty: 5207.282227
	Iteration 12Q: 3 clusters Score -4659246 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -4659386.500000 Penalty: 5207.282227
	Iteration 13Q: 3 clusters Score -4659386 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -4659496.000000 Penalty: 5207.282227
	Iteration 14Q: 3 clusters Score -4659496 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -4659565.000000 Penalty: 5207.282227
	Iteration 15Q: 3 clusters Score -4659565 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -4659591.000000 Penalty: 5207.282227
	Iteration 16Q: 3 clusters Score -4659591 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4659614.000000 Penalty: 5207.282227
	Iteration 17Q: 3 clusters Score -4659614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -4659630.500000 Penalty: 5207.282227
	Iteration 18Q: 3 clusters Score -4659630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -4659643.000000 Penalty: 5207.282227
	Iteration 19Q: 3 clusters Score -4659643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -4659660.500000 Penalty: 5207.282227
	Iteration 20F: 3 clusters Score -4659660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -4659659.500000 Penalty: 5207.282227
	Iteration 21Q: 3 clusters Score -4659660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -4659658.500000 Penalty: 5207.282227
	Iteration 22Q: 3 clusters Score -4659658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -4659667.500000 Penalty: 5207.282227
	Iteration 23Q: 3 clusters Score -4659668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -4659670.000000 Penalty: 5207.282227
	Iteration 24Q: 3 clusters Score -4659670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -4659671.500000 Penalty: 5207.282227
	Iteration 25Q: 3 clusters Score -4659672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -4659673.000000 Penalty: 5207.282227
	Iteration 26Q: 3 clusters Score -4659673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -4659675.000000 Penalty: 5207.282227
	Iteration 27Q: 3 clusters Score -4659675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -4659680.500000 Penalty: 5207.282227
	Iteration 28Q: 3 clusters Score -4659680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -4659686.500000 Penalty: 5207.282227
	Iteration 29Q: 3 clusters Score -4659686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -4659687.500000 Penalty: 5207.282227
	Iteration 30Q: 3 clusters Score -4659688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -4659684.500000 Penalty: 5207.282227
	Iteration 31Q: 3 clusters Score -4659684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -4659685.000000 Penalty: 5207.282227
	Iteration 32Q: 3 clusters Score -4659685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -4659688.500000 Penalty: 5207.282227
	Iteration 33Q: 3 clusters Score -4659688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -4659688.500000 Penalty: 5207.282227
	Iteration 34F: 3 clusters Score -4659688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Entering Unmasked Estep 
Score: -131803.609375 Penalty: 1748.645386
	Iteration 0F: 2 clusters Score -131803.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -129818.656250 Penalty: 3497.290771
	Iteration 0F: 3 clusters Score -129818.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -130192.796875 Penalty: 3497.290771
	Iteration 1F: 3 clusters Score -130192.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -130301.929688 Penalty: 3497.290771
	Iteration 2F: 3 clusters Score -130301.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -130355.835938 Penalty: 3497.290771
	Iteration 3Q: 3 clusters Score -130355.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -130384.812500 Penalty: 3497.290771
	Iteration 4Q: 3 clusters Score -130384.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -130404.328125 Penalty: 3497.290771
	Iteration 5Q: 3 clusters Score -130404.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -130416.406250 Penalty: 3497.290771
	Iteration 6Q: 3 clusters Score -130416.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -130431.320312 Penalty: 3497.290771
	Iteration 7Q: 3 clusters Score -130431.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -130456.234375 Penalty: 3497.290771
	Iteration 8Q: 3 clusters Score -130456.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -130473.476562 Penalty: 3497.290771
	Iteration 9Q: 3 clusters Score -130473.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -130482.429688 Penalty: 3497.290771
	Iteration 10Q: 3 clusters Score -130482.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -130488.054688 Penalty: 3497.290771
	Iteration 11Q: 3 clusters Score -130488.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -130499.062500 Penalty: 3497.290771
	Iteration 12Q: 3 clusters Score -130499.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -130510.507812 Penalty: 3497.290771
	Iteration 13Q: 3 clusters Score -130510.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -130520.906250 Penalty: 3497.290771
	Iteration 14Q: 3 clusters Score -130520.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -130529.546875 Penalty: 3497.290771
	Iteration 15Q: 3 clusters Score -130529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -130532.046875 Penalty: 3497.290771
	Iteration 16Q: 3 clusters Score -130532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -130533.875000 Penalty: 3497.290771
	Iteration 17Q: 3 clusters Score -130533.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -130537.148438 Penalty: 3497.290771
	Iteration 18Q: 3 clusters Score -130537.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -130540.070312 Penalty: 3497.290771
	Iteration 19Q: 3 clusters Score -130540.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -130541.007812 Penalty: 3497.290771
	Iteration 20F: 3 clusters Score -130541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -130541.304688 Penalty: 3497.290771
	Iteration 21Q: 3 clusters Score -130541.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -130542.117188 Penalty: 3497.290771
	Iteration 22Q: 3 clusters Score -130542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -130542.734375 Penalty: 3497.290771
	Iteration 23Q: 3 clusters Score -130542.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -130543.343750 Penalty: 3497.290771
	Iteration 24Q: 3 clusters Score -130543.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -130543.343750 Penalty: 3497.290771
	Iteration 25F: 3 clusters Score -130543.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (343321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343321 members 
Entering Unmasked Estep 
Score: -44519224.000000 Penalty: 3161.112305
	Iteration 0F: 2 clusters Score -4.451922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171318 members 
Mstep: Class 2 contains 172003 members 
Entering Unmasked Estep 
Score: -44373400.000000 Penalty: 6322.224609
	Iteration 0F: 3 clusters Score -4.43734e+07 nChanged 166665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169375 members 
Mstep: Class 2 contains 173946 members 
Entering Unmasked Estep 
Score: -44471264.000000 Penalty: 6322.224609
	Iteration 1F: 3 clusters Score -4.447126e+07 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169905 members 
Mstep: Class 2 contains 173416 members 
Entering Unmasked Estep 
Score: -44473656.000000 Penalty: 6322.224609
	Iteration 2Q: 3 clusters Score -4.447366e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171034 members 
Mstep: Class 2 contains 172287 members 
Entering Unmasked Estep 
Score: -44476204.000000 Penalty: 6322.224609
	Iteration 3Q: 3 clusters Score -4.44762e+07 nChanged 12153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172869 members 
Mstep: Class 2 contains 170452 members 
Entering Unmasked Estep 
Score: -44479656.000000 Penalty: 6322.224609
	Iteration 4Q: 3 clusters Score -4.447966e+07 nChanged 14128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175481 members 
Mstep: Class 2 contains 167840 members 
Entering Unmasked Estep 
Score: -44484868.000000 Penalty: 6322.224609
	Iteration 5Q: 3 clusters Score -4.448487e+07 nChanged 16541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179210 members 
Mstep: Class 2 contains 164111 members 
Entering Unmasked Estep 
Score: -44492712.000000 Penalty: 6322.224609
	Iteration 6Q: 3 clusters Score -4.449271e+07 nChanged 19355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184413 members 
Mstep: Class 2 contains 158908 members 
Entering Unmasked Estep 
Score: -44503460.000000 Penalty: 6322.224609
	Iteration 7F: 3 clusters Score -4.450346e+07 nChanged 21817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190390 members 
Mstep: Class 2 contains 152931 members 
Entering Unmasked Estep 
Score: -44517656.000000 Penalty: 6322.224609
	Iteration 8F: 3 clusters Score -4.451766e+07 nChanged 22261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195871 members 
Mstep: Class 2 contains 147450 members 
Entering Unmasked Estep 
Score: -44533172.000000 Penalty: 6322.224609
	Iteration 9F: 3 clusters Score -4.453317e+07 nChanged 20303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199912 members 
Mstep: Class 2 contains 143409 members 
Entering Unmasked Estep 
Score: -44544040.000000 Penalty: 6322.224609
	Iteration 10F: 3 clusters Score -4.454404e+07 nChanged 15144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202554 members 
Mstep: Class 2 contains 140767 members 
Entering Unmasked Estep 
Score: -44549176.000000 Penalty: 6322.224609
	Iteration 11Q: 3 clusters Score -4.454918e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204223 members 
Mstep: Class 2 contains 139098 members 
Entering Unmasked Estep 
Score: -44550668.000000 Penalty: 6322.224609
	Iteration 12Q: 3 clusters Score -4.455067e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205138 members 
Mstep: Class 2 contains 138183 members 
Entering Unmasked Estep 
Score: -44551408.000000 Penalty: 6322.224609
	Iteration 13Q: 3 clusters Score -4.455141e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205534 members 
Mstep: Class 2 contains 137787 members 
Entering Unmasked Estep 
Score: -44551876.000000 Penalty: 6322.224609
	Iteration 14Q: 3 clusters Score -4.455188e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205434 members 
Mstep: Class 2 contains 137887 members 
Entering Unmasked Estep 
Score: -44552312.000000 Penalty: 6322.224609
	Iteration 15Q: 3 clusters Score -4.455231e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205076 members 
Mstep: Class 2 contains 138245 members 
Entering Unmasked Estep 
Score: -44552524.000000 Penalty: 6322.224609
	Iteration 16Q: 3 clusters Score -4.455252e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204501 members 
Mstep: Class 2 contains 138820 members 
Entering Unmasked Estep 
Score: -44552804.000000 Penalty: 6322.224609
	Iteration 17Q: 3 clusters Score -4.45528e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203628 members 
Mstep: Class 2 contains 139693 members 
Entering Unmasked Estep 
Score: -44553196.000000 Penalty: 6322.224609
	Iteration 18Q: 3 clusters Score -4.45532e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202567 members 
Mstep: Class 2 contains 140754 members 
Entering Unmasked Estep 
Score: -44553120.000000 Penalty: 6322.224609
	Iteration 19Q: 3 clusters Score -4.455312e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201396 members 
Mstep: Class 2 contains 141925 members 
Entering Unmasked Estep 
Score: -44553444.000000 Penalty: 6322.224609
	Iteration 20F: 3 clusters Score -4.455344e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200093 members 
Mstep: Class 2 contains 143228 members 
Entering Unmasked Estep 
Score: -44553720.000000 Penalty: 6322.224609
	Iteration 21Q: 3 clusters Score -4.455372e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198735 members 
Mstep: Class 2 contains 144586 members 
Entering Unmasked Estep 
Score: -44553864.000000 Penalty: 6322.224609
	Iteration 22Q: 3 clusters Score -4.455386e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197172 members 
Mstep: Class 2 contains 146149 members 
Entering Unmasked Estep 
Score: -44554096.000000 Penalty: 6322.224609
	Iteration 23Q: 3 clusters Score -4.45541e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195527 members 
Mstep: Class 2 contains 147794 members 
Entering Unmasked Estep 
Score: -44554448.000000 Penalty: 6322.224609
	Iteration 24Q: 3 clusters Score -4.455445e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193765 members 
Mstep: Class 2 contains 149556 members 
Entering Unmasked Estep 
Score: -44554816.000000 Penalty: 6322.224609
	Iteration 25Q: 3 clusters Score -4.455482e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191827 members 
Mstep: Class 2 contains 151494 members 
Entering Unmasked Estep 
Score: -44555572.000000 Penalty: 6322.224609
	Iteration 26Q: 3 clusters Score -4.455557e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189820 members 
Mstep: Class 2 contains 153501 members 
Entering Unmasked Estep 
Score: -44555916.000000 Penalty: 6322.224609
	Iteration 27Q: 3 clusters Score -4.455592e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187753 members 
Mstep: Class 2 contains 155568 members 
Entering Unmasked Estep 
Score: -44556176.000000 Penalty: 6322.224609
	Iteration 28Q: 3 clusters Score -4.455618e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185614 members 
Mstep: Class 2 contains 157707 members 
Entering Unmasked Estep 
Score: -44556596.000000 Penalty: 6322.224609
	Iteration 29Q: 3 clusters Score -4.45566e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183515 members 
Mstep: Class 2 contains 159806 members 
Entering Unmasked Estep 
Score: -44557120.000000 Penalty: 6322.224609
	Iteration 30Q: 3 clusters Score -4.455712e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181605 members 
Mstep: Class 2 contains 161716 members 
Entering Unmasked Estep 
Score: -44557448.000000 Penalty: 6322.224609
	Iteration 31Q: 3 clusters Score -4.455745e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179777 members 
Mstep: Class 2 contains 163544 members 
Entering Unmasked Estep 
Score: -44557672.000000 Penalty: 6322.224609
	Iteration 32Q: 3 clusters Score -4.455767e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178284 members 
Mstep: Class 2 contains 165037 members 
Entering Unmasked Estep 
Score: -44557928.000000 Penalty: 6322.224609
	Iteration 33Q: 3 clusters Score -4.455793e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177080 members 
Mstep: Class 2 contains 166241 members 
Entering Unmasked Estep 
Score: -44558540.000000 Penalty: 6322.224609
	Iteration 34Q: 3 clusters Score -4.455854e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176145 members 
Mstep: Class 2 contains 167176 members 
Entering Unmasked Estep 
Score: -44558716.000000 Penalty: 6322.224609
	Iteration 35Q: 3 clusters Score -4.455872e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175523 members 
Mstep: Class 2 contains 167798 members 
Entering Unmasked Estep 
Score: -44559088.000000 Penalty: 6322.224609
	Iteration 36Q: 3 clusters Score -4.455909e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175094 members 
Mstep: Class 2 contains 168227 members 
Entering Unmasked Estep 
Score: -44559260.000000 Penalty: 6322.224609
	Iteration 37Q: 3 clusters Score -4.455926e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174948 members 
Mstep: Class 2 contains 168373 members 
Entering Unmasked Estep 
Score: -44559604.000000 Penalty: 6322.224609
	Iteration 38Q: 3 clusters Score -4.45596e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175002 members 
Mstep: Class 2 contains 168319 members 
Entering Unmasked Estep 
Score: -44559716.000000 Penalty: 6322.224609
	Iteration 39Q: 3 clusters Score -4.455972e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175267 members 
Mstep: Class 2 contains 168054 members 
Entering Unmasked Estep 
Score: -44559980.000000 Penalty: 6322.224609
	Iteration 40F: 3 clusters Score -4.455998e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175732 members 
Mstep: Class 2 contains 167589 members 
Entering Unmasked Estep 
Score: -44560224.000000 Penalty: 6322.224609
	Iteration 41Q: 3 clusters Score -4.456022e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176344 members 
Mstep: Class 2 contains 166977 members 
Entering Unmasked Estep 
Score: -44560352.000000 Penalty: 6322.224609
	Iteration 42Q: 3 clusters Score -4.456035e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177077 members 
Mstep: Class 2 contains 166244 members 
Entering Unmasked Estep 
Score: -44560508.000000 Penalty: 6322.224609
	Iteration 43Q: 3 clusters Score -4.456051e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177806 members 
Mstep: Class 2 contains 165515 members 
Entering Unmasked Estep 
Score: -44560608.000000 Penalty: 6322.224609
	Iteration 44Q: 3 clusters Score -4.456061e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178529 members 
Mstep: Class 2 contains 164792 members 
Entering Unmasked Estep 
Score: -44560836.000000 Penalty: 6322.224609
	Iteration 45Q: 3 clusters Score -4.456084e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179225 members 
Mstep: Class 2 contains 164096 members 
Entering Unmasked Estep 
Score: -44560904.000000 Penalty: 6322.224609
	Iteration 46Q: 3 clusters Score -4.45609e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179899 members 
Mstep: Class 2 contains 163422 members 
Entering Unmasked Estep 
Score: -44560780.000000 Penalty: 6322.224609
	Iteration 47Q: 3 clusters Score -4.456078e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180523 members 
Mstep: Class 2 contains 162798 members 
Entering Unmasked Estep 
Score: -44560896.000000 Penalty: 6322.224609
	Iteration 48Q: 3 clusters Score -4.45609e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181091 members 
Mstep: Class 2 contains 162230 members 
Entering Unmasked Estep 
Score: -44560856.000000 Penalty: 6322.224609
	Iteration 49Q: 3 clusters Score -4.456086e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181550 members 
Mstep: Class 2 contains 161771 members 
Entering Unmasked Estep 
Score: -44560808.000000 Penalty: 6322.224609
	Iteration 50Q: 3 clusters Score -4.456081e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182016 members 
Mstep: Class 2 contains 161305 members 
Entering Unmasked Estep 
Score: -44560724.000000 Penalty: 6322.224609
	Iteration 51Q: 3 clusters Score -4.456072e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182369 members 
Mstep: Class 2 contains 160952 members 
Entering Unmasked Estep 
Score: -44560844.000000 Penalty: 6322.224609
	Iteration 52Q: 3 clusters Score -4.456084e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182664 members 
Mstep: Class 2 contains 160657 members 
Entering Unmasked Estep 
Score: -44560848.000000 Penalty: 6322.224609
	Iteration 53Q: 3 clusters Score -4.456085e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182936 members 
Mstep: Class 2 contains 160385 members 
Entering Unmasked Estep 
Score: -44560916.000000 Penalty: 6322.224609
	Iteration 54Q: 3 clusters Score -4.456092e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183149 members 
Mstep: Class 2 contains 160172 members 
Entering Unmasked Estep 
Score: -44560984.000000 Penalty: 6322.224609
	Iteration 55Q: 3 clusters Score -4.456098e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183309 members 
Mstep: Class 2 contains 160012 members 
Entering Unmasked Estep 
Score: -44560976.000000 Penalty: 6322.224609
	Iteration 56Q: 3 clusters Score -4.456098e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183420 members 
Mstep: Class 2 contains 159901 members 
Entering Unmasked Estep 
Score: -44560964.000000 Penalty: 6322.224609
	Iteration 57Q: 3 clusters Score -4.456096e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183460 members 
Mstep: Class 2 contains 159861 members 
Entering Unmasked Estep 
Score: -44560864.000000 Penalty: 6322.224609
	Iteration 58Q: 3 clusters Score -4.456086e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183478 members 
Mstep: Class 2 contains 159843 members 
Entering Unmasked Estep 
Score: -44560864.000000 Penalty: 6322.224609
	Iteration 59Q: 3 clusters Score -4.456086e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183481 members 
Mstep: Class 2 contains 159840 members 
Entering Unmasked Estep 
Score: -44560848.000000 Penalty: 6322.224609
	Iteration 60F: 3 clusters Score -4.456085e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183423 members 
Mstep: Class 2 contains 159898 members 
Entering Unmasked Estep 
Score: -44560900.000000 Penalty: 6322.224609
	Iteration 61Q: 3 clusters Score -4.45609e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183360 members 
Mstep: Class 2 contains 159961 members 
Entering Unmasked Estep 
Score: -44560848.000000 Penalty: 6322.224609
	Iteration 62Q: 3 clusters Score -4.456085e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183304 members 
Mstep: Class 2 contains 160017 members 
Entering Unmasked Estep 
Score: -44560888.000000 Penalty: 6322.224609
	Iteration 63Q: 3 clusters Score -4.456089e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183243 members 
Mstep: Class 2 contains 160078 members 
Entering Unmasked Estep 
Score: -44560856.000000 Penalty: 6322.224609
	Iteration 64Q: 3 clusters Score -4.456086e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183174 members 
Mstep: Class 2 contains 160147 members 
Entering Unmasked Estep 
Score: -44560804.000000 Penalty: 6322.224609
	Iteration 65Q: 3 clusters Score -4.45608e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183096 members 
Mstep: Class 2 contains 160225 members 
Entering Unmasked Estep 
Score: -44560828.000000 Penalty: 6322.224609
	Iteration 66Q: 3 clusters Score -4.456083e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183007 members 
Mstep: Class 2 contains 160314 members 
Entering Unmasked Estep 
Score: -44560856.000000 Penalty: 6322.224609
	Iteration 67Q: 3 clusters Score -4.456086e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182924 members 
Mstep: Class 2 contains 160397 members 
Entering Unmasked Estep 
Score: -44560840.000000 Penalty: 6322.224609
	Iteration 68Q: 3 clusters Score -4.456084e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182818 members 
Mstep: Class 2 contains 160503 members 
Entering Unmasked Estep 
Score: -44560848.000000 Penalty: 6322.224609
	Iteration 69Q: 3 clusters Score -4.456085e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182730 members 
Mstep: Class 2 contains 160591 members 
Entering Unmasked Estep 
Score: -44560828.000000 Penalty: 6322.224609
	Iteration 70Q: 3 clusters Score -4.456083e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182647 members 
Mstep: Class 2 contains 160674 members 
Entering Unmasked Estep 
Score: -44560868.000000 Penalty: 6322.224609
	Iteration 71Q: 3 clusters Score -4.456087e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182568 members 
Mstep: Class 2 contains 160753 members 
Entering Unmasked Estep 
Score: -44560912.000000 Penalty: 6322.224609
	Iteration 72Q: 3 clusters Score -4.456091e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182465 members 
Mstep: Class 2 contains 160856 members 
Entering Unmasked Estep 
Score: -44560880.000000 Penalty: 6322.224609
	Iteration 73Q: 3 clusters Score -4.456088e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182365 members 
Mstep: Class 2 contains 160956 members 
Entering Unmasked Estep 
Score: -44560928.000000 Penalty: 6322.224609
	Iteration 74Q: 3 clusters Score -4.456093e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182274 members 
Mstep: Class 2 contains 161047 members 
Entering Unmasked Estep 
Score: -44560932.000000 Penalty: 6322.224609
	Iteration 75Q: 3 clusters Score -4.456093e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182208 members 
Mstep: Class 2 contains 161113 members 
Entering Unmasked Estep 
Score: -44560928.000000 Penalty: 6322.224609
	Iteration 76Q: 3 clusters Score -4.456093e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182162 members 
Mstep: Class 2 contains 161159 members 
Entering Unmasked Estep 
Score: -44560936.000000 Penalty: 6322.224609
	Iteration 77Q: 3 clusters Score -4.456094e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182097 members 
Mstep: Class 2 contains 161224 members 
Entering Unmasked Estep 
Score: -44560892.000000 Penalty: 6322.224609
	Iteration 78Q: 3 clusters Score -4.456089e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182039 members 
Mstep: Class 2 contains 161282 members 
Entering Unmasked Estep 
Score: -44560932.000000 Penalty: 6322.224609
	Iteration 79Q: 3 clusters Score -4.456093e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181985 members 
Mstep: Class 2 contains 161336 members 
Entering Unmasked Estep 
Score: -44560960.000000 Penalty: 6322.224609
	Iteration 80F: 3 clusters Score -4.456096e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181965 members 
Mstep: Class 2 contains 161356 members 
Entering Unmasked Estep 
Score: -44560888.000000 Penalty: 6322.224609
	Iteration 81Q: 3 clusters Score -4.456089e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181966 members 
Mstep: Class 2 contains 161355 members 
Entering Unmasked Estep 
Score: -44560880.000000 Penalty: 6322.224609
	Iteration 82Q: 3 clusters Score -4.456088e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181965 members 
Mstep: Class 2 contains 161356 members 
Entering Unmasked Estep 
Score: -44560804.000000 Penalty: 6322.224609
	Iteration 83Q: 3 clusters Score -4.45608e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181951 members 
Mstep: Class 2 contains 161370 members 
Entering Unmasked Estep 
Score: -44560808.000000 Penalty: 6322.224609
	Iteration 84Q: 3 clusters Score -4.456081e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181936 members 
Mstep: Class 2 contains 161385 members 
Entering Unmasked Estep 
Score: -44560792.000000 Penalty: 6322.224609
	Iteration 85Q: 3 clusters Score -4.456079e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181931 members 
Mstep: Class 2 contains 161390 members 
Entering Unmasked Estep 
Score: -44560876.000000 Penalty: 6322.224609
	Iteration 86Q: 3 clusters Score -4.456088e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181934 members 
Mstep: Class 2 contains 161387 members 
Entering Unmasked Estep 
Score: -44560860.000000 Penalty: 6322.224609
	Iteration 87Q: 3 clusters Score -4.456086e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181931 members 
Mstep: Class 2 contains 161390 members 
Entering Unmasked Estep 
Score: -44560840.000000 Penalty: 6322.224609
	Iteration 88Q: 3 clusters Score -4.456084e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181912 members 
Mstep: Class 2 contains 161409 members 
Entering Unmasked Estep 
Score: -44560884.000000 Penalty: 6322.224609
	Iteration 89Q: 3 clusters Score -4.456088e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181889 members 
Mstep: Class 2 contains 161432 members 
Entering Unmasked Estep 
Score: -44560884.000000 Penalty: 6322.224609
	Iteration 90Q: 3 clusters Score -4.456088e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181879 members 
Mstep: Class 2 contains 161442 members 
Entering Unmasked Estep 
Score: -44560888.000000 Penalty: 6322.224609
	Iteration 91Q: 3 clusters Score -4.456089e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181885 members 
Mstep: Class 2 contains 161436 members 
Entering Unmasked Estep 
Score: -44560864.000000 Penalty: 6322.224609
	Iteration 92Q: 3 clusters Score -4.456086e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181879 members 
Mstep: Class 2 contains 161442 members 
Entering Unmasked Estep 
Score: -44560872.000000 Penalty: 6322.224609
	Iteration 93Q: 3 clusters Score -4.456087e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181878 members 
Mstep: Class 2 contains 161443 members 
Entering Unmasked Estep 
Score: -44560924.000000 Penalty: 6322.224609
	Iteration 94Q: 3 clusters Score -4.456092e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181889 members 
Mstep: Class 2 contains 161432 members 
Entering Unmasked Estep 
Score: -44560900.000000 Penalty: 6322.224609
	Iteration 95Q: 3 clusters Score -4.45609e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181902 members 
Mstep: Class 2 contains 161419 members 
Entering Unmasked Estep 
Score: -44560928.000000 Penalty: 6322.224609
	Iteration 96Q: 3 clusters Score -4.456093e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181914 members 
Mstep: Class 2 contains 161407 members 
Entering Unmasked Estep 
Score: -44560944.000000 Penalty: 6322.224609
	Iteration 97Q: 3 clusters Score -4.456094e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181931 members 
Mstep: Class 2 contains 161390 members 
Entering Unmasked Estep 
Score: -44560992.000000 Penalty: 6322.224609
	Iteration 98Q: 3 clusters Score -4.456099e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181944 members 
Mstep: Class 2 contains 161377 members 
Entering Unmasked Estep 
Score: -44560964.000000 Penalty: 6322.224609
	Iteration 99Q: 3 clusters Score -4.456096e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181948 members 
Mstep: Class 2 contains 161373 members 
Entering Unmasked Estep 
Score: -44560960.000000 Penalty: 6322.224609
	Iteration 100F: 3 clusters Score -4.456096e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181958 members 
Mstep: Class 2 contains 161363 members 
Entering Unmasked Estep 
Score: -44560904.000000 Penalty: 6322.224609
	Iteration 101Q: 3 clusters Score -4.45609e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181973 members 
Mstep: Class 2 contains 161348 members 
Entering Unmasked Estep 
Score: -44560932.000000 Penalty: 6322.224609
	Iteration 102Q: 3 clusters Score -4.456093e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181999 members 
Mstep: Class 2 contains 161322 members 
Entering Unmasked Estep 
Score: -44560912.000000 Penalty: 6322.224609
	Iteration 103Q: 3 clusters Score -4.456091e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182024 members 
Mstep: Class 2 contains 161297 members 
Entering Unmasked Estep 
Score: -44560836.000000 Penalty: 6322.224609
	Iteration 104Q: 3 clusters Score -4.456084e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182044 members 
Mstep: Class 2 contains 161277 members 
Entering Unmasked Estep 
Score: -44560860.000000 Penalty: 6322.224609
	Iteration 105Q: 3 clusters Score -4.456086e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182063 members 
Mstep: Class 2 contains 161258 members 
Entering Unmasked Estep 
Score: -44560848.000000 Penalty: 6322.224609
	Iteration 106Q: 3 clusters Score -4.456085e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182075 members 
Mstep: Class 2 contains 161246 members 
Entering Unmasked Estep 
Score: -44560892.000000 Penalty: 6322.224609
	Iteration 107Q: 3 clusters Score -4.456089e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182085 members 
Mstep: Class 2 contains 161236 members 
Entering Unmasked Estep 
Score: -44560940.000000 Penalty: 6322.224609
	Iteration 108Q: 3 clusters Score -4.456094e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182100 members 
Mstep: Class 2 contains 161221 members 
Entering Unmasked Estep 
Score: -44560932.000000 Penalty: 6322.224609
	Iteration 109Q: 3 clusters Score -4.456093e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182116 members 
Mstep: Class 2 contains 161205 members 
Entering Unmasked Estep 
Score: -44560944.000000 Penalty: 6322.224609
	Iteration 110Q: 3 clusters Score -4.456094e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182129 members 
Mstep: Class 2 contains 161192 members 
Entering Unmasked Estep 
Score: -44560948.000000 Penalty: 6322.224609
	Iteration 111Q: 3 clusters Score -4.456095e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182140 members 
Mstep: Class 2 contains 161181 members 
Entering Unmasked Estep 
Score: -44560928.000000 Penalty: 6322.224609
	Iteration 112Q: 3 clusters Score -4.456093e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182149 members 
Mstep: Class 2 contains 161172 members 
Entering Unmasked Estep 
Score: -44560912.000000 Penalty: 6322.224609
	Iteration 113Q: 3 clusters Score -4.456091e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182160 members 
Mstep: Class 2 contains 161161 members 
Entering Unmasked Estep 
Score: -44560928.000000 Penalty: 6322.224609
	Iteration 114Q: 3 clusters Score -4.456093e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182160 members 
Mstep: Class 2 contains 161161 members 
Entering Unmasked Estep 
Score: -44560924.000000 Penalty: 6322.224609
	Iteration 115Q: 3 clusters Score -4.456092e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182159 members 
Mstep: Class 2 contains 161162 members 
Entering Unmasked Estep 
Score: -44560960.000000 Penalty: 6322.224609
	Iteration 116Q: 3 clusters Score -4.456096e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182157 members 
Mstep: Class 2 contains 161164 members 
Entering Unmasked Estep 
Score: -44560924.000000 Penalty: 6322.224609
	Iteration 117Q: 3 clusters Score -4.456092e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182156 members 
Mstep: Class 2 contains 161165 members 
Entering Unmasked Estep 
Score: -44560936.000000 Penalty: 6322.224609
	Iteration 118Q: 3 clusters Score -4.456094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182151 members 
Mstep: Class 2 contains 161170 members 
Entering Unmasked Estep 
Score: -44560920.000000 Penalty: 6322.224609
	Iteration 119Q: 3 clusters Score -4.456092e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182146 members 
Mstep: Class 2 contains 161175 members 
Entering Unmasked Estep 
Score: -44560908.000000 Penalty: 6322.224609
	Iteration 120F: 3 clusters Score -4.456091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182147 members 
Mstep: Class 2 contains 161174 members 
Entering Unmasked Estep 
Score: -44560924.000000 Penalty: 6322.224609
	Iteration 121Q: 3 clusters Score -4.456092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182147 members 
Mstep: Class 2 contains 161174 members 
Entering Unmasked Estep 
Score: -44560940.000000 Penalty: 6322.224609
	Iteration 122Q: 3 clusters Score -4.456094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182148 members 
Mstep: Class 2 contains 161173 members 
Entering Unmasked Estep 
Score: -44560928.000000 Penalty: 6322.224609
	Iteration 123Q: 3 clusters Score -4.456093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182146 members 
Mstep: Class 2 contains 161175 members 
Entering Unmasked Estep 
Score: -44560964.000000 Penalty: 6322.224609
	Iteration 124Q: 3 clusters Score -4.456096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182146 members 
Mstep: Class 2 contains 161175 members 
Entering Unmasked Estep 
Score: -44560948.000000 Penalty: 6322.224609
	Iteration 125Q: 3 clusters Score -4.456095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182145 members 
Mstep: Class 2 contains 161176 members 
Entering Unmasked Estep 
Score: -44560968.000000 Penalty: 6322.224609
	Iteration 126Q: 3 clusters Score -4.456097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182144 members 
Mstep: Class 2 contains 161177 members 
Entering Unmasked Estep 
Score: -44560952.000000 Penalty: 6322.224609
	Iteration 127Q: 3 clusters Score -4.456095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182143 members 
Mstep: Class 2 contains 161178 members 
Entering Unmasked Estep 
Score: -44560964.000000 Penalty: 6322.224609
	Iteration 128Q: 3 clusters Score -4.456096e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182144 members 
Mstep: Class 2 contains 161177 members 
Entering Unmasked Estep 
Score: -44560944.000000 Penalty: 6322.224609
	Iteration 129Q: 3 clusters Score -4.456094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182145 members 
Mstep: Class 2 contains 161176 members 
Entering Unmasked Estep 
Score: -44560980.000000 Penalty: 6322.224609
	Iteration 130Q: 3 clusters Score -4.456098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182146 members 
Mstep: Class 2 contains 161175 members 
Entering Unmasked Estep 
Score: -44560968.000000 Penalty: 6322.224609
	Iteration 131Q: 3 clusters Score -4.456097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182146 members 
Mstep: Class 2 contains 161175 members 
Entering Unmasked Estep 
Score: -44560968.000000 Penalty: 6322.224609
	Iteration 132F: 3 clusters Score -4.456097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 161175 members 
Mstep: Class 3 contains 1154 members 
Mstep: Class 7 contains 182146 members 
Mstep: Class 8 contains 16266 members 
Mstep: Class 9 contains 45718 members 
Mstep: Class 11 contains 8874 members 
Mstep: Class 12 contains 32560 members 
Mstep: Class 13 contains 2738 members 
Mstep: Class 14 contains 110613 members 
Mstep: Class 15 contains 60176 members 
Mstep: Class 16 contains 11780 members 
Mstep: Class 17 contains 15235 members 
Mstep: Class 18 contains 31958 members 
Entering Unmasked Estep 
Score: -90732024.000000 Penalty: 46810.835938
Splitting cluster 7 changes total score from -90687840.000000 to -90732024.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 8 (16266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Entering Unmasked Estep 
Score: -1960015.875000 Penalty: 2404.814453
	Iteration 0F: 2 clusters Score -1960016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1948402.250000 Penalty: 4809.628906
	Iteration 0F: 3 clusters Score -1948402 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1952188.250000 Penalty: 4809.628906
	Iteration 1F: 3 clusters Score -1952188 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1952600.250000 Penalty: 4809.628906
	Iteration 2F: 3 clusters Score -1952600 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1953075.125000 Penalty: 4809.628906
	Iteration 3F: 3 clusters Score -1953075 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1953775.750000 Penalty: 4809.628906
	Iteration 4F: 3 clusters Score -1953776 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1954891.375000 Penalty: 4809.628906
	Iteration 5F: 3 clusters Score -1954891 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1956277.625000 Penalty: 4809.628906
	Iteration 6F: 3 clusters Score -1956278 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1957531.375000 Penalty: 4809.628906
	Iteration 7F: 3 clusters Score -1957531 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1958280.875000 Penalty: 4809.628906
	Iteration 8F: 3 clusters Score -1958281 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1958641.250000 Penalty: 4809.628906
	Iteration 9Q: 3 clusters Score -1958641 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1958824.875000 Penalty: 4809.628906
	Iteration 10Q: 3 clusters Score -1958825 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1958918.625000 Penalty: 4809.628906
	Iteration 11Q: 3 clusters Score -1958919 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1958954.500000 Penalty: 4809.628906
	Iteration 12Q: 3 clusters Score -1958954 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1958980.250000 Penalty: 4809.628906
	Iteration 13Q: 3 clusters Score -1958980 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1959002.000000 Penalty: 4809.628906
	Iteration 14Q: 3 clusters Score -1959002 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1959009.250000 Penalty: 4809.628906
	Iteration 15Q: 3 clusters Score -1959009 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1959014.125000 Penalty: 4809.628906
	Iteration 16Q: 3 clusters Score -1959014 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1959030.375000 Penalty: 4809.628906
	Iteration 17Q: 3 clusters Score -1959030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1959035.000000 Penalty: 4809.628906
	Iteration 18Q: 3 clusters Score -1959035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1959037.875000 Penalty: 4809.628906
	Iteration 19Q: 3 clusters Score -1959038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1959038.875000 Penalty: 4809.628906
	Iteration 20F: 3 clusters Score -1959039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1959042.750000 Penalty: 4809.628906
	Iteration 21Q: 3 clusters Score -1959043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1959046.875000 Penalty: 4809.628906
	Iteration 22Q: 3 clusters Score -1959047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1959051.625000 Penalty: 4809.628906
	Iteration 23Q: 3 clusters Score -1959052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1959053.375000 Penalty: 4809.628906
	Iteration 24Q: 3 clusters Score -1959053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1959052.750000 Penalty: 4809.628906
	Iteration 25Q: 3 clusters Score -1959053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1959055.750000 Penalty: 4809.628906
	Iteration 26Q: 3 clusters Score -1959056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1959054.750000 Penalty: 4809.628906
	Iteration 27Q: 3 clusters Score -1959055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1959060.250000 Penalty: 4809.628906
	Iteration 28Q: 3 clusters Score -1959060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1959062.500000 Penalty: 4809.628906
	Iteration 29Q: 3 clusters Score -1959062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1959069.875000 Penalty: 4809.628906
	Iteration 30Q: 3 clusters Score -1959070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1959063.875000 Penalty: 4809.628906
	Iteration 31Q: 3 clusters Score -1959064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1959061.375000 Penalty: 4809.628906
	Iteration 32Q: 3 clusters Score -1959061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1959064.375000 Penalty: 4809.628906
	Iteration 33Q: 3 clusters Score -1959064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1959066.500000 Penalty: 4809.628906
	Iteration 34Q: 3 clusters Score -1959066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1959069.500000 Penalty: 4809.628906
	Iteration 35Q: 3 clusters Score -1959070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1959072.250000 Penalty: 4809.628906
	Iteration 36Q: 3 clusters Score -1959072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1959074.125000 Penalty: 4809.628906
	Iteration 37Q: 3 clusters Score -1959074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1959077.625000 Penalty: 4809.628906
	Iteration 38Q: 3 clusters Score -1959078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1959075.750000 Penalty: 4809.628906
	Iteration 39Q: 3 clusters Score -1959076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1959078.250000 Penalty: 4809.628906
	Iteration 40F: 3 clusters Score -1959078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1959076.875000 Penalty: 4809.628906
	Iteration 41Q: 3 clusters Score -1959077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1959078.875000 Penalty: 4809.628906
	Iteration 42Q: 3 clusters Score -1959079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1959078.375000 Penalty: 4809.628906
	Iteration 43Q: 3 clusters Score -1959078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1959079.375000 Penalty: 4809.628906
	Iteration 44Q: 3 clusters Score -1959079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1959080.250000 Penalty: 4809.628906
	Iteration 45Q: 3 clusters Score -1959080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1959084.750000 Penalty: 4809.628906
	Iteration 46Q: 3 clusters Score -1959085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1959085.750000 Penalty: 4809.628906
	Iteration 47Q: 3 clusters Score -1959086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1959089.125000 Penalty: 4809.628906
	Iteration 48Q: 3 clusters Score -1959089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1959089.250000 Penalty: 4809.628906
	Iteration 49Q: 3 clusters Score -1959089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1959091.500000 Penalty: 4809.628906
	Iteration 50Q: 3 clusters Score -1959092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1959090.000000 Penalty: 4809.628906
	Iteration 51Q: 3 clusters Score -1959090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1959090.250000 Penalty: 4809.628906
	Iteration 52Q: 3 clusters Score -1959090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1959090.750000 Penalty: 4809.628906
	Iteration 53Q: 3 clusters Score -1959091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1959093.125000 Penalty: 4809.628906
	Iteration 54Q: 3 clusters Score -1959093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1959095.375000 Penalty: 4809.628906
	Iteration 55Q: 3 clusters Score -1959095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1959090.500000 Penalty: 4809.628906
	Iteration 56Q: 3 clusters Score -1959090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1959094.375000 Penalty: 4809.628906
	Iteration 57Q: 3 clusters Score -1959094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1959099.000000 Penalty: 4809.628906
	Iteration 58Q: 3 clusters Score -1959099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1959098.000000 Penalty: 4809.628906
	Iteration 59Q: 3 clusters Score -1959098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1959099.250000 Penalty: 4809.628906
	Iteration 60F: 3 clusters Score -1959099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1959102.750000 Penalty: 4809.628906
	Iteration 61Q: 3 clusters Score -1959103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1959103.500000 Penalty: 4809.628906
	Iteration 62Q: 3 clusters Score -1959104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1959107.125000 Penalty: 4809.628906
	Iteration 63Q: 3 clusters Score -1959107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1959106.375000 Penalty: 4809.628906
	Iteration 64Q: 3 clusters Score -1959106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1959106.500000 Penalty: 4809.628906
	Iteration 65Q: 3 clusters Score -1959106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1959114.250000 Penalty: 4809.628906
	Iteration 66Q: 3 clusters Score -1959114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1959125.625000 Penalty: 4809.628906
	Iteration 67Q: 3 clusters Score -1959126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1959126.625000 Penalty: 4809.628906
	Iteration 68Q: 3 clusters Score -1959127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1959127.750000 Penalty: 4809.628906
	Iteration 69Q: 3 clusters Score -1959128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1959134.000000 Penalty: 4809.628906
	Iteration 70Q: 3 clusters Score -1959134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1959142.500000 Penalty: 4809.628906
	Iteration 71Q: 3 clusters Score -1959142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1959146.375000 Penalty: 4809.628906
	Iteration 72Q: 3 clusters Score -1959146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1959151.250000 Penalty: 4809.628906
	Iteration 73Q: 3 clusters Score -1959151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1959159.375000 Penalty: 4809.628906
	Iteration 74Q: 3 clusters Score -1959159 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1959167.250000 Penalty: 4809.628906
	Iteration 75Q: 3 clusters Score -1959167 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1959172.250000 Penalty: 4809.628906
	Iteration 76Q: 3 clusters Score -1959172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1959174.000000 Penalty: 4809.628906
	Iteration 77Q: 3 clusters Score -1959174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1959184.375000 Penalty: 4809.628906
	Iteration 78Q: 3 clusters Score -1959184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1959183.375000 Penalty: 4809.628906
	Iteration 79Q: 3 clusters Score -1959183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1959186.500000 Penalty: 4809.628906
	Iteration 80F: 3 clusters Score -1959186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1959188.875000 Penalty: 4809.628906
	Iteration 81Q: 3 clusters Score -1959189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1959193.000000 Penalty: 4809.628906
	Iteration 82Q: 3 clusters Score -1959193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1959192.375000 Penalty: 4809.628906
	Iteration 83Q: 3 clusters Score -1959192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1959201.000000 Penalty: 4809.628906
	Iteration 84Q: 3 clusters Score -1959201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1959205.750000 Penalty: 4809.628906
	Iteration 85Q: 3 clusters Score -1959206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1959210.500000 Penalty: 4809.628906
	Iteration 86Q: 3 clusters Score -1959210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1959209.375000 Penalty: 4809.628906
	Iteration 87Q: 3 clusters Score -1959209 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1959219.000000 Penalty: 4809.628906
	Iteration 88Q: 3 clusters Score -1959219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1959217.875000 Penalty: 4809.628906
	Iteration 89Q: 3 clusters Score -1959218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1959217.750000 Penalty: 4809.628906
	Iteration 90Q: 3 clusters Score -1959218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1959225.625000 Penalty: 4809.628906
	Iteration 91Q: 3 clusters Score -1959226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1959227.250000 Penalty: 4809.628906
	Iteration 92Q: 3 clusters Score -1959227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1959232.500000 Penalty: 4809.628906
	Iteration 93Q: 3 clusters Score -1959232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1959236.250000 Penalty: 4809.628906
	Iteration 94Q: 3 clusters Score -1959236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1959240.625000 Penalty: 4809.628906
	Iteration 95Q: 3 clusters Score -1959241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1959245.875000 Penalty: 4809.628906
	Iteration 96Q: 3 clusters Score -1959246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1959245.375000 Penalty: 4809.628906
	Iteration 97Q: 3 clusters Score -1959245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1959244.750000 Penalty: 4809.628906
	Iteration 98Q: 3 clusters Score -1959245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1959247.750000 Penalty: 4809.628906
	Iteration 99Q: 3 clusters Score -1959248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1959256.125000 Penalty: 4809.628906
	Iteration 100F: 3 clusters Score -1959256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1959258.250000 Penalty: 4809.628906
	Iteration 101Q: 3 clusters Score -1959258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1959256.625000 Penalty: 4809.628906
	Iteration 102Q: 3 clusters Score -1959257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1959256.750000 Penalty: 4809.628906
	Iteration 103Q: 3 clusters Score -1959257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1959260.375000 Penalty: 4809.628906
	Iteration 104Q: 3 clusters Score -1959260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1959266.750000 Penalty: 4809.628906
	Iteration 105Q: 3 clusters Score -1959267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1959275.000000 Penalty: 4809.628906
	Iteration 106Q: 3 clusters Score -1959275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1959280.500000 Penalty: 4809.628906
	Iteration 107Q: 3 clusters Score -1959280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1959287.000000 Penalty: 4809.628906
	Iteration 108Q: 3 clusters Score -1959287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1959296.750000 Penalty: 4809.628906
	Iteration 109Q: 3 clusters Score -1959297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1959305.125000 Penalty: 4809.628906
	Iteration 110Q: 3 clusters Score -1959305 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1959312.375000 Penalty: 4809.628906
	Iteration 111Q: 3 clusters Score -1959312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1959320.875000 Penalty: 4809.628906
	Iteration 112Q: 3 clusters Score -1959321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1959329.750000 Penalty: 4809.628906
	Iteration 113Q: 3 clusters Score -1959330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1959335.500000 Penalty: 4809.628906
	Iteration 114Q: 3 clusters Score -1959336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1959345.500000 Penalty: 4809.628906
	Iteration 115Q: 3 clusters Score -1959346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1959356.625000 Penalty: 4809.628906
	Iteration 116Q: 3 clusters Score -1959357 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1959360.125000 Penalty: 4809.628906
	Iteration 117Q: 3 clusters Score -1959360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1959366.250000 Penalty: 4809.628906
	Iteration 118Q: 3 clusters Score -1959366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1959374.750000 Penalty: 4809.628906
	Iteration 119Q: 3 clusters Score -1959375 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1959379.625000 Penalty: 4809.628906
	Iteration 120F: 3 clusters Score -1959380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1959387.750000 Penalty: 4809.628906
	Iteration 121Q: 3 clusters Score -1959388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1959392.000000 Penalty: 4809.628906
	Iteration 122Q: 3 clusters Score -1959392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1959396.125000 Penalty: 4809.628906
	Iteration 123Q: 3 clusters Score -1959396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1959399.750000 Penalty: 4809.628906
	Iteration 124Q: 3 clusters Score -1959400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1959400.875000 Penalty: 4809.628906
	Iteration 125Q: 3 clusters Score -1959401 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1959418.250000 Penalty: 4809.628906
	Iteration 126Q: 3 clusters Score -1959418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1959424.750000 Penalty: 4809.628906
	Iteration 127Q: 3 clusters Score -1959425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1959420.125000 Penalty: 4809.628906
	Iteration 128Q: 3 clusters Score -1959420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1959422.625000 Penalty: 4809.628906
	Iteration 129Q: 3 clusters Score -1959423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1959425.625000 Penalty: 4809.628906
	Iteration 130Q: 3 clusters Score -1959426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1959432.500000 Penalty: 4809.628906
	Iteration 131Q: 3 clusters Score -1959432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1959438.875000 Penalty: 4809.628906
	Iteration 132Q: 3 clusters Score -1959439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1959445.125000 Penalty: 4809.628906
	Iteration 133Q: 3 clusters Score -1959445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1959451.250000 Penalty: 4809.628906
	Iteration 134Q: 3 clusters Score -1959451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1959455.625000 Penalty: 4809.628906
	Iteration 135Q: 3 clusters Score -1959456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1959465.625000 Penalty: 4809.628906
	Iteration 136Q: 3 clusters Score -1959466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1959466.250000 Penalty: 4809.628906
	Iteration 137Q: 3 clusters Score -1959466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1959471.625000 Penalty: 4809.628906
	Iteration 138Q: 3 clusters Score -1959472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1959475.250000 Penalty: 4809.628906
	Iteration 139Q: 3 clusters Score -1959475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1959473.500000 Penalty: 4809.628906
	Iteration 140F: 3 clusters Score -1959474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1959476.625000 Penalty: 4809.628906
	Iteration 141Q: 3 clusters Score -1959477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1959481.500000 Penalty: 4809.628906
	Iteration 142Q: 3 clusters Score -1959482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1959482.500000 Penalty: 4809.628906
	Iteration 143Q: 3 clusters Score -1959482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1959481.750000 Penalty: 4809.628906
	Iteration 144Q: 3 clusters Score -1959482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1959484.625000 Penalty: 4809.628906
	Iteration 145Q: 3 clusters Score -1959485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1959486.375000 Penalty: 4809.628906
	Iteration 146Q: 3 clusters Score -1959486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1959488.000000 Penalty: 4809.628906
	Iteration 147Q: 3 clusters Score -1959488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1959485.875000 Penalty: 4809.628906
	Iteration 148Q: 3 clusters Score -1959486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1959486.125000 Penalty: 4809.628906
	Iteration 149Q: 3 clusters Score -1959486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1959486.625000 Penalty: 4809.628906
	Iteration 150Q: 3 clusters Score -1959487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1959485.000000 Penalty: 4809.628906
	Iteration 151Q: 3 clusters Score -1959485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1959485.000000 Penalty: 4809.628906
	Iteration 152F: 3 clusters Score -1959485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Entering Unmasked Estep 
Score: -5852657.000000 Penalty: 2661.101318
	Iteration 0F: 2 clusters Score -5852657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -5821722.000000 Penalty: 5322.202637
	Iteration 0F: 3 clusters Score -5821722 nChanged 21081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -5834201.500000 Penalty: 5322.202637
	Iteration 1F: 3 clusters Score -5834202 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -5835758.500000 Penalty: 5322.202637
	Iteration 2F: 3 clusters Score -5835758 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -5838015.500000 Penalty: 5322.202637
	Iteration 3F: 3 clusters Score -5838016 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -5840535.000000 Penalty: 5322.202637
	Iteration 4F: 3 clusters Score -5840535 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -5843138.500000 Penalty: 5322.202637
	Iteration 5F: 3 clusters Score -5843138 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -5845404.000000 Penalty: 5322.202637
	Iteration 6F: 3 clusters Score -5845404 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -5847379.000000 Penalty: 5322.202637
	Iteration 7F: 3 clusters Score -5847379 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -5848868.500000 Penalty: 5322.202637
	Iteration 8Q: 3 clusters Score -5848868 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -5849902.500000 Penalty: 5322.202637
	Iteration 9Q: 3 clusters Score -5849902 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -5850819.000000 Penalty: 5322.202637
	Iteration 10Q: 3 clusters Score -5850819 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -5851670.500000 Penalty: 5322.202637
	Iteration 11Q: 3 clusters Score -5851670 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -5852552.500000 Penalty: 5322.202637
	Iteration 12Q: 3 clusters Score -5852552 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -5853476.000000 Penalty: 5322.202637
	Iteration 13Q: 3 clusters Score -5853476 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -5854362.500000 Penalty: 5322.202637
	Iteration 14Q: 3 clusters Score -5854362 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -5855127.500000 Penalty: 5322.202637
	Iteration 15Q: 3 clusters Score -5855128 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -5855828.500000 Penalty: 5322.202637
	Iteration 16Q: 3 clusters Score -5855828 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -5856141.500000 Penalty: 5322.202637
	Iteration 17Q: 3 clusters Score -5856142 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -5856265.500000 Penalty: 5322.202637
	Iteration 18Q: 3 clusters Score -5856266 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -5856324.000000 Penalty: 5322.202637
	Iteration 19Q: 3 clusters Score -5856324 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -5856367.000000 Penalty: 5322.202637
	Iteration 20F: 3 clusters Score -5856367 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -5856390.000000 Penalty: 5322.202637
	Iteration 21Q: 3 clusters Score -5856390 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -5856380.500000 Penalty: 5322.202637
	Iteration 22Q: 3 clusters Score -5856380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -5856398.000000 Penalty: 5322.202637
	Iteration 23Q: 3 clusters Score -5856398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -5856397.500000 Penalty: 5322.202637
	Iteration 24Q: 3 clusters Score -5856398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -5856398.500000 Penalty: 5322.202637
	Iteration 25Q: 3 clusters Score -5856398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -5856385.500000 Penalty: 5322.202637
	Iteration 26Q: 3 clusters Score -5856386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -5856389.500000 Penalty: 5322.202637
	Iteration 27Q: 3 clusters Score -5856390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -5856389.000000 Penalty: 5322.202637
	Iteration 28Q: 3 clusters Score -5856389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -5856386.000000 Penalty: 5322.202637
	Iteration 29Q: 3 clusters Score -5856386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -5856397.500000 Penalty: 5322.202637
	Iteration 30Q: 3 clusters Score -5856398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -5856394.500000 Penalty: 5322.202637
	Iteration 31Q: 3 clusters Score -5856394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -5856397.500000 Penalty: 5322.202637
	Iteration 32Q: 3 clusters Score -5856398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -5856402.500000 Penalty: 5322.202637
	Iteration 33Q: 3 clusters Score -5856402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -5856402.500000 Penalty: 5322.202637
	Iteration 34Q: 3 clusters Score -5856402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -5856402.500000 Penalty: 5322.202637
	Iteration 35Q: 3 clusters Score -5856402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -5856402.500000 Penalty: 5322.202637
	Iteration 36F: 3 clusters Score -5856402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 161175 members 
Mstep: Class 3 contains 1154 members 
Mstep: Class 4 contains 4505 members 
Mstep: Class 7 contains 182146 members 
Mstep: Class 8 contains 16266 members 
Mstep: Class 9 contains 41213 members 
Mstep: Class 11 contains 8874 members 
Mstep: Class 12 contains 32560 members 
Mstep: Class 13 contains 2738 members 
Mstep: Class 14 contains 110613 members 
Mstep: Class 15 contains 60176 members 
Mstep: Class 16 contains 11780 members 
Mstep: Class 17 contains 15235 members 
Mstep: Class 18 contains 31958 members 
Entering Unmasked Estep 
Score: -90734968.000000 Penalty: 50154.468750
Splitting cluster 9 changes total score from -90687840.000000 to -90734968.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 11 (8874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Entering Unmasked Estep 
Score: -999121.562500 Penalty: 2254.538574
	Iteration 0F: 2 clusters Score -999121.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -992655.250000 Penalty: 4509.077148
	Iteration 0F: 3 clusters Score -992655.2 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1000258.500000 Penalty: 4509.077148
	Iteration 1F: 3 clusters Score -1000258 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1018210.437500 Penalty: 4509.077148
	Iteration 2F: 3 clusters Score -1018210 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1026404.062500 Penalty: 4509.077148
	Iteration 3F: 3 clusters Score -1026404 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1027767.125000 Penalty: 4509.077148
	Iteration 4Q: 3 clusters Score -1027767 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1027851.187500 Penalty: 4509.077148
	Iteration 5Q: 3 clusters Score -1027851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1027853.125000 Penalty: 4509.077148
	Iteration 6Q: 3 clusters Score -1027853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1027853.437500 Penalty: 4509.077148
	Iteration 7Q: 3 clusters Score -1027853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1027853.437500 Penalty: 4509.077148
	Iteration 8F: 3 clusters Score -1027853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 161175 members 
Mstep: Class 3 contains 1154 members 
Mstep: Class 4 contains 4505 members 
Mstep: Class 5 contains 4472 members 
Mstep: Class 7 contains 182146 members 
Mstep: Class 8 contains 16266 members 
Mstep: Class 9 contains 41213 members 
Mstep: Class 11 contains 4402 members 
Mstep: Class 12 contains 32560 members 
Mstep: Class 13 contains 2738 members 
Mstep: Class 14 contains 110613 members 
Mstep: Class 15 contains 60176 members 
Mstep: Class 16 contains 11780 members 
Mstep: Class 17 contains 15235 members 
Mstep: Class 18 contains 31958 members 
Entering Unmasked Estep 
Score: -90762992.000000 Penalty: 53498.097656
Splitting cluster 11 changes total score from -90687840.000000 to -90762992.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 12 (32560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Entering Unmasked Estep 
Score: -4263019.000000 Penalty: 2576.928223
	Iteration 0F: 2 clusters Score -4263019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -4240799.000000 Penalty: 5153.856445
	Iteration 0F: 3 clusters Score -4240799 nChanged 14713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -4248949.500000 Penalty: 5153.856445
	Iteration 1F: 3 clusters Score -4248950 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -4249711.000000 Penalty: 5153.856445
	Iteration 2F: 3 clusters Score -4249711 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -4250683.000000 Penalty: 5153.856445
	Iteration 3F: 3 clusters Score -4250683 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -4251911.000000 Penalty: 5153.856445
	Iteration 4F: 3 clusters Score -4251911 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -4253246.000000 Penalty: 5153.856445
	Iteration 5F: 3 clusters Score -4253246 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -4254518.000000 Penalty: 5153.856445
	Iteration 6F: 3 clusters Score -4254518 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -4255649.500000 Penalty: 5153.856445
	Iteration 7F: 3 clusters Score -4255650 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -4256619.000000 Penalty: 5153.856445
	Iteration 8F: 3 clusters Score -4256619 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -4257411.500000 Penalty: 5153.856445
	Iteration 9Q: 3 clusters Score -4257412 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -4258107.000000 Penalty: 5153.856445
	Iteration 10Q: 3 clusters Score -4258107 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -4258706.500000 Penalty: 5153.856445
	Iteration 11Q: 3 clusters Score -4258706 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -4259192.500000 Penalty: 5153.856445
	Iteration 12Q: 3 clusters Score -4259192 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -4259568.000000 Penalty: 5153.856445
	Iteration 13Q: 3 clusters Score -4259568 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -4259807.000000 Penalty: 5153.856445
	Iteration 14Q: 3 clusters Score -4259807 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -4259982.000000 Penalty: 5153.856445
	Iteration 15Q: 3 clusters Score -4259982 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -4260117.500000 Penalty: 5153.856445
	Iteration 16Q: 3 clusters Score -4260118 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -4260214.500000 Penalty: 5153.856445
	Iteration 17Q: 3 clusters Score -4260214 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -4260341.000000 Penalty: 5153.856445
	Iteration 18Q: 3 clusters Score -4260341 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -4260426.500000 Penalty: 5153.856445
	Iteration 19Q: 3 clusters Score -4260426 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -4260529.500000 Penalty: 5153.856445
	Iteration 20F: 3 clusters Score -4260530 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -4260605.000000 Penalty: 5153.856445
	Iteration 21Q: 3 clusters Score -4260605 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -4260667.000000 Penalty: 5153.856445
	Iteration 22Q: 3 clusters Score -4260667 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -4260720.000000 Penalty: 5153.856445
	Iteration 23Q: 3 clusters Score -4260720 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -4260797.000000 Penalty: 5153.856445
	Iteration 24Q: 3 clusters Score -4260797 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -4260855.500000 Penalty: 5153.856445
	Iteration 25Q: 3 clusters Score -4260856 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -4260914.000000 Penalty: 5153.856445
	Iteration 26Q: 3 clusters Score -4260914 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -4260955.000000 Penalty: 5153.856445
	Iteration 27Q: 3 clusters Score -4260955 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -4260997.500000 Penalty: 5153.856445
	Iteration 28Q: 3 clusters Score -4260998 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -4261021.000000 Penalty: 5153.856445
	Iteration 29Q: 3 clusters Score -4261021 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -4261056.500000 Penalty: 5153.856445
	Iteration 30Q: 3 clusters Score -4261056 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -4261125.000000 Penalty: 5153.856445
	Iteration 31Q: 3 clusters Score -4261125 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -4261150.000000 Penalty: 5153.856445
	Iteration 32Q: 3 clusters Score -4261150 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -4261171.500000 Penalty: 5153.856445
	Iteration 33Q: 3 clusters Score -4261172 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -4261210.000000 Penalty: 5153.856445
	Iteration 34Q: 3 clusters Score -4261210 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -4261237.500000 Penalty: 5153.856445
	Iteration 35Q: 3 clusters Score -4261238 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -4261288.000000 Penalty: 5153.856445
	Iteration 36Q: 3 clusters Score -4261288 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -4261327.500000 Penalty: 5153.856445
	Iteration 37Q: 3 clusters Score -4261328 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -4261346.500000 Penalty: 5153.856445
	Iteration 38Q: 3 clusters Score -4261346 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -4261378.000000 Penalty: 5153.856445
	Iteration 39Q: 3 clusters Score -4261378 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -4261417.500000 Penalty: 5153.856445
	Iteration 40F: 3 clusters Score -4261418 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -4261446.500000 Penalty: 5153.856445
	Iteration 41Q: 3 clusters Score -4261446 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -4261483.000000 Penalty: 5153.856445
	Iteration 42Q: 3 clusters Score -4261483 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4261494.500000 Penalty: 5153.856445
	Iteration 43Q: 3 clusters Score -4261494 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -4261519.500000 Penalty: 5153.856445
	Iteration 44Q: 3 clusters Score -4261520 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -4261533.500000 Penalty: 5153.856445
	Iteration 45Q: 3 clusters Score -4261534 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -4261551.500000 Penalty: 5153.856445
	Iteration 46Q: 3 clusters Score -4261552 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -4261556.000000 Penalty: 5153.856445
	Iteration 47Q: 3 clusters Score -4261556 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -4261563.500000 Penalty: 5153.856445
	Iteration 48Q: 3 clusters Score -4261564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -4261565.000000 Penalty: 5153.856445
	Iteration 49Q: 3 clusters Score -4261565 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -4261585.500000 Penalty: 5153.856445
	Iteration 50Q: 3 clusters Score -4261586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -4261597.000000 Penalty: 5153.856445
	Iteration 51Q: 3 clusters Score -4261597 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -4261608.500000 Penalty: 5153.856445
	Iteration 52Q: 3 clusters Score -4261608 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -4261610.500000 Penalty: 5153.856445
	Iteration 53Q: 3 clusters Score -4261610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -4261616.500000 Penalty: 5153.856445
	Iteration 54Q: 3 clusters Score -4261616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -4261617.500000 Penalty: 5153.856445
	Iteration 55Q: 3 clusters Score -4261618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -4261630.000000 Penalty: 5153.856445
	Iteration 56Q: 3 clusters Score -4261630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -4261629.500000 Penalty: 5153.856445
	Iteration 57Q: 3 clusters Score -4261630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -4261639.500000 Penalty: 5153.856445
	Iteration 58Q: 3 clusters Score -4261640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -4261645.500000 Penalty: 5153.856445
	Iteration 59Q: 3 clusters Score -4261646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -4261649.500000 Penalty: 5153.856445
	Iteration 60F: 3 clusters Score -4261650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -4261659.500000 Penalty: 5153.856445
	Iteration 61Q: 3 clusters Score -4261660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -4261660.000000 Penalty: 5153.856445
	Iteration 62Q: 3 clusters Score -4261660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -4261660.000000 Penalty: 5153.856445
	Iteration 63Q: 3 clusters Score -4261660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -4261662.500000 Penalty: 5153.856445
	Iteration 64Q: 3 clusters Score -4261662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -4261666.000000 Penalty: 5153.856445
	Iteration 65Q: 3 clusters Score -4261666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -4261673.500000 Penalty: 5153.856445
	Iteration 66Q: 3 clusters Score -4261674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -4261670.500000 Penalty: 5153.856445
	Iteration 67Q: 3 clusters Score -4261670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -4261666.000000 Penalty: 5153.856445
	Iteration 68Q: 3 clusters Score -4261666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -4261664.000000 Penalty: 5153.856445
	Iteration 69Q: 3 clusters Score -4261664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -4261672.000000 Penalty: 5153.856445
	Iteration 70Q: 3 clusters Score -4261672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -4261668.000000 Penalty: 5153.856445
	Iteration 71Q: 3 clusters Score -4261668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -4261669.500000 Penalty: 5153.856445
	Iteration 72Q: 3 clusters Score -4261670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -4261670.000000 Penalty: 5153.856445
	Iteration 73Q: 3 clusters Score -4261670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -4261671.000000 Penalty: 5153.856445
	Iteration 74Q: 3 clusters Score -4261671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -4261669.500000 Penalty: 5153.856445
	Iteration 75Q: 3 clusters Score -4261670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -4261669.500000 Penalty: 5153.856445
	Iteration 76Q: 3 clusters Score -4261670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -4261674.000000 Penalty: 5153.856445
	Iteration 77Q: 3 clusters Score -4261674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -4261674.000000 Penalty: 5153.856445
	Iteration 78Q: 3 clusters Score -4261674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -4261678.500000 Penalty: 5153.856445
	Iteration 79Q: 3 clusters Score -4261678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -4261682.000000 Penalty: 5153.856445
	Iteration 80F: 3 clusters Score -4261682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -4261681.000000 Penalty: 5153.856445
	Iteration 81Q: 3 clusters Score -4261681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -4261681.500000 Penalty: 5153.856445
	Iteration 82Q: 3 clusters Score -4261682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -4261691.500000 Penalty: 5153.856445
	Iteration 83Q: 3 clusters Score -4261692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -4261698.000000 Penalty: 5153.856445
	Iteration 84Q: 3 clusters Score -4261698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -4261707.500000 Penalty: 5153.856445
	Iteration 85Q: 3 clusters Score -4261708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -4261702.000000 Penalty: 5153.856445
	Iteration 86Q: 3 clusters Score -4261702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -4261707.500000 Penalty: 5153.856445
	Iteration 87Q: 3 clusters Score -4261708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -4261700.500000 Penalty: 5153.856445
	Iteration 88Q: 3 clusters Score -4261700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -4261706.000000 Penalty: 5153.856445
	Iteration 89Q: 3 clusters Score -4261706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -4261700.000000 Penalty: 5153.856445
	Iteration 90Q: 3 clusters Score -4261700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -4261702.500000 Penalty: 5153.856445
	Iteration 91Q: 3 clusters Score -4261702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -4261701.500000 Penalty: 5153.856445
	Iteration 92Q: 3 clusters Score -4261702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -4261708.500000 Penalty: 5153.856445
	Iteration 93Q: 3 clusters Score -4261708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -4261700.000000 Penalty: 5153.856445
	Iteration 94Q: 3 clusters Score -4261700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -4261702.500000 Penalty: 5153.856445
	Iteration 95Q: 3 clusters Score -4261702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -4261709.000000 Penalty: 5153.856445
	Iteration 96Q: 3 clusters Score -4261709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -4261708.000000 Penalty: 5153.856445
	Iteration 97Q: 3 clusters Score -4261708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -4261709.000000 Penalty: 5153.856445
	Iteration 98Q: 3 clusters Score -4261709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -4261707.500000 Penalty: 5153.856445
	Iteration 99Q: 3 clusters Score -4261708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -4261713.500000 Penalty: 5153.856445
	Iteration 100F: 3 clusters Score -4261714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -4261706.500000 Penalty: 5153.856445
	Iteration 101Q: 3 clusters Score -4261706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -4261704.500000 Penalty: 5153.856445
	Iteration 102Q: 3 clusters Score -4261704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -4261709.000000 Penalty: 5153.856445
	Iteration 103Q: 3 clusters Score -4261709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -4261709.000000 Penalty: 5153.856445
	Iteration 104Q: 3 clusters Score -4261709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -4261711.500000 Penalty: 5153.856445
	Iteration 105Q: 3 clusters Score -4261712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -4261710.000000 Penalty: 5153.856445
	Iteration 106Q: 3 clusters Score -4261710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -4261710.000000 Penalty: 5153.856445
	Iteration 107F: 3 clusters Score -4261710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Entering Unmasked Estep 
Score: -276831.187500 Penalty: 1962.915771
	Iteration 0F: 2 clusters Score -276831.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -274151.156250 Penalty: 3925.831543
	Iteration 0F: 3 clusters Score -274151.2 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -278978.781250 Penalty: 3925.831543
	Iteration 1F: 3 clusters Score -278978.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -282802.937500 Penalty: 3925.831543
	Iteration 2F: 3 clusters Score -282802.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -284510.687500 Penalty: 3925.831543
	Iteration 3F: 3 clusters Score -284510.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -285106.562500 Penalty: 3925.831543
	Iteration 4Q: 3 clusters Score -285106.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -285541.937500 Penalty: 3925.831543
	Iteration 5Q: 3 clusters Score -285541.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -285879.187500 Penalty: 3925.831543
	Iteration 6Q: 3 clusters Score -285879.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -286498.781250 Penalty: 3925.831543
	Iteration 7Q: 3 clusters Score -286498.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -286870.281250 Penalty: 3925.831543
	Iteration 8Q: 3 clusters Score -286870.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -286960.437500 Penalty: 3925.831543
	Iteration 9Q: 3 clusters Score -286960.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -287024.156250 Penalty: 3925.831543
	Iteration 10Q: 3 clusters Score -287024.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -287087.375000 Penalty: 3925.831543
	Iteration 11Q: 3 clusters Score -287087.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -287148.281250 Penalty: 3925.831543
	Iteration 12Q: 3 clusters Score -287148.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -287194.218750 Penalty: 3925.831543
	Iteration 13Q: 3 clusters Score -287194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -287201.343750 Penalty: 3925.831543
	Iteration 14Q: 3 clusters Score -287201.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -287202.312500 Penalty: 3925.831543
	Iteration 15Q: 3 clusters Score -287202.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -287303.906250 Penalty: 3925.831543
	Iteration 16F: 3 clusters Score -287303.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -287672.000000 Penalty: 3925.831543
	Iteration 17Q: 3 clusters Score -287672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -287878.406250 Penalty: 3925.831543
	Iteration 18Q: 3 clusters Score -287878.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -288357.000000 Penalty: 3925.831543
	Iteration 19Q: 3 clusters Score -288357 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -289060.562500 Penalty: 3925.831543
	Iteration 20F: 3 clusters Score -289060.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -289311.156250 Penalty: 3925.831543
	Iteration 21Q: 3 clusters Score -289311.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -289831.031250 Penalty: 3925.831543
	Iteration 22Q: 3 clusters Score -289831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -290445.406250 Penalty: 3925.831543
	Iteration 23Q: 3 clusters Score -290445.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -290640.875000 Penalty: 3925.831543
	Iteration 24Q: 3 clusters Score -290640.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -290640.875000 Penalty: 3925.831543
	Iteration 25F: 3 clusters Score -290640.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 161175 members 
Mstep: Class 3 contains 1154 members 
Mstep: Class 4 contains 4505 members 
Mstep: Class 5 contains 4472 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 182146 members 
Mstep: Class 8 contains 16266 members 
Mstep: Class 9 contains 41213 members 
Mstep: Class 11 contains 4402 members 
Mstep: Class 12 contains 32560 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 110613 members 
Mstep: Class 15 contains 60176 members 
Mstep: Class 16 contains 11780 members 
Mstep: Class 17 contains 15235 members 
Mstep: Class 18 contains 31958 members 
Entering Unmasked Estep 
Score: -90775424.000000 Penalty: 56841.730469
Splitting cluster 13 changes total score from -90687840.000000 to -90775424.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 14 (110613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110613 members 
Entering Unmasked Estep 
Score: -14263975.000000 Penalty: 2880.220459
	Iteration 0F: 2 clusters Score -1.426398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -14189911.000000 Penalty: 5760.440918
	Iteration 0F: 3 clusters Score -1.418991e+07 nChanged 52669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53640 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -14219603.000000 Penalty: 5760.440918
	Iteration 1F: 3 clusters Score -1.42196e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -14220281.000000 Penalty: 5760.440918
	Iteration 2Q: 3 clusters Score -1.422028e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -14220904.000000 Penalty: 5760.440918
	Iteration 3Q: 3 clusters Score -1.42209e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -14221740.000000 Penalty: 5760.440918
	Iteration 4Q: 3 clusters Score -1.422174e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -14222965.000000 Penalty: 5760.440918
	Iteration 5Q: 3 clusters Score -1.422296e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 68463 members 
Entering Unmasked Estep 
Score: -14225063.000000 Penalty: 5760.440918
	Iteration 6Q: 3 clusters Score -1.422506e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 74891 members 
Entering Unmasked Estep 
Score: -14228648.000000 Penalty: 5760.440918
	Iteration 7F: 3 clusters Score -1.422865e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 83378 members 
Entering Unmasked Estep 
Score: -14235149.000000 Penalty: 5760.440918
	Iteration 8F: 3 clusters Score -1.423515e+07 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 93462 members 
Entering Unmasked Estep 
Score: -14244394.000000 Penalty: 5760.440918
	Iteration 9F: 3 clusters Score -1.424439e+07 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 102526 members 
Entering Unmasked Estep 
Score: -14253464.000000 Penalty: 5760.440918
	Iteration 10F: 3 clusters Score -1.425346e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 107804 members 
Entering Unmasked Estep 
Score: -14258741.000000 Penalty: 5760.440918
	Iteration 11Q: 3 clusters Score -1.425874e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 109724 members 
Entering Unmasked Estep 
Score: -14260601.000000 Penalty: 5760.440918
	Iteration 12Q: 3 clusters Score -1.42606e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 110208 members 
Entering Unmasked Estep 
Score: -14261149.000000 Penalty: 5760.440918
	Iteration 13Q: 3 clusters Score -1.426115e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 110315 members 
Entering Unmasked Estep 
Score: -14261290.000000 Penalty: 5760.440918
	Iteration 14Q: 3 clusters Score -1.426129e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 110341 members 
Entering Unmasked Estep 
Score: -14261336.000000 Penalty: 5760.440918
	Iteration 15Q: 3 clusters Score -1.426134e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 110356 members 
Entering Unmasked Estep 
Score: -14261392.000000 Penalty: 5760.440918
	Iteration 16Q: 3 clusters Score -1.426139e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 110365 members 
Entering Unmasked Estep 
Score: -14261418.000000 Penalty: 5760.440918
	Iteration 17Q: 3 clusters Score -1.426142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 110370 members 
Entering Unmasked Estep 
Score: -14261443.000000 Penalty: 5760.440918
	Iteration 18Q: 3 clusters Score -1.426144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 110371 members 
Entering Unmasked Estep 
Score: -14261436.000000 Penalty: 5760.440918
	Iteration 19Q: 3 clusters Score -1.426144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 110370 members 
Entering Unmasked Estep 
Score: -14261439.000000 Penalty: 5760.440918
	Iteration 20F: 3 clusters Score -1.426144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 110370 members 
Entering Unmasked Estep 
Score: -14261441.000000 Penalty: 5760.440918
	Iteration 21Q: 3 clusters Score -1.426144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 110374 members 
Entering Unmasked Estep 
Score: -14261457.000000 Penalty: 5760.440918
	Iteration 22Q: 3 clusters Score -1.426146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 110374 members 
Entering Unmasked Estep 
Score: -14261456.000000 Penalty: 5760.440918
	Iteration 23Q: 3 clusters Score -1.426146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 110375 members 
Entering Unmasked Estep 
Score: -14261457.000000 Penalty: 5760.440918
	Iteration 24Q: 3 clusters Score -1.426146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 110375 members 
Entering Unmasked Estep 
Score: -14261457.000000 Penalty: 5760.440918
	Iteration 25F: 3 clusters Score -1.426146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60176 members 
Entering Unmasked Estep 
Score: -7819014.000000 Penalty: 2729.247070
	Iteration 0F: 2 clusters Score -7819014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -7778895.000000 Penalty: 5458.494141
	Iteration 0F: 3 clusters Score -7778895 nChanged 27799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -7794477.500000 Penalty: 5458.494141
	Iteration 1F: 3 clusters Score -7794478 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -7795360.500000 Penalty: 5458.494141
	Iteration 2Q: 3 clusters Score -7795360 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -7796593.000000 Penalty: 5458.494141
	Iteration 3Q: 3 clusters Score -7796593 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -7798181.000000 Penalty: 5458.494141
	Iteration 4F: 3 clusters Score -7798181 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -7800084.000000 Penalty: 5458.494141
	Iteration 5F: 3 clusters Score -7800084 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -7802452.000000 Penalty: 5458.494141
	Iteration 6F: 3 clusters Score -7802452 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -7805406.500000 Penalty: 5458.494141
	Iteration 7F: 3 clusters Score -7805406 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -7808747.500000 Penalty: 5458.494141
	Iteration 8F: 3 clusters Score -7808748 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -7812555.500000 Penalty: 5458.494141
	Iteration 9F: 3 clusters Score -7812556 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -7815266.000000 Penalty: 5458.494141
	Iteration 10F: 3 clusters Score -7815266 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -7816747.000000 Penalty: 5458.494141
	Iteration 11Q: 3 clusters Score -7816747 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -7817554.500000 Penalty: 5458.494141
	Iteration 12Q: 3 clusters Score -7817554 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -7817960.500000 Penalty: 5458.494141
	Iteration 13Q: 3 clusters Score -7817960 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -7818251.500000 Penalty: 5458.494141
	Iteration 14Q: 3 clusters Score -7818252 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -7818380.500000 Penalty: 5458.494141
	Iteration 15Q: 3 clusters Score -7818380 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -7818422.000000 Penalty: 5458.494141
	Iteration 16Q: 3 clusters Score -7818422 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -7818465.500000 Penalty: 5458.494141
	Iteration 17Q: 3 clusters Score -7818466 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -7818499.000000 Penalty: 5458.494141
	Iteration 18Q: 3 clusters Score -7818499 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -7818541.000000 Penalty: 5458.494141
	Iteration 19Q: 3 clusters Score -7818541 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -7818540.500000 Penalty: 5458.494141
	Iteration 20F: 3 clusters Score -7818540 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -7818554.500000 Penalty: 5458.494141
	Iteration 21Q: 3 clusters Score -7818554 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -7818582.500000 Penalty: 5458.494141
	Iteration 22Q: 3 clusters Score -7818582 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -7818587.000000 Penalty: 5458.494141
	Iteration 23Q: 3 clusters Score -7818587 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -7818574.500000 Penalty: 5458.494141
	Iteration 24Q: 3 clusters Score -7818574 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -7818584.500000 Penalty: 5458.494141
	Iteration 25Q: 3 clusters Score -7818584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -7818584.000000 Penalty: 5458.494141
	Iteration 26Q: 3 clusters Score -7818584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -7818602.000000 Penalty: 5458.494141
	Iteration 27Q: 3 clusters Score -7818602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -7818605.500000 Penalty: 5458.494141
	Iteration 28Q: 3 clusters Score -7818606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -7818595.000000 Penalty: 5458.494141
	Iteration 29Q: 3 clusters Score -7818595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -7818591.000000 Penalty: 5458.494141
	Iteration 30Q: 3 clusters Score -7818591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -7818585.500000 Penalty: 5458.494141
	Iteration 31Q: 3 clusters Score -7818586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -7818591.000000 Penalty: 5458.494141
	Iteration 32Q: 3 clusters Score -7818591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -7818598.500000 Penalty: 5458.494141
	Iteration 33Q: 3 clusters Score -7818598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -7818594.000000 Penalty: 5458.494141
	Iteration 34Q: 3 clusters Score -7818594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -7818592.000000 Penalty: 5458.494141
	Iteration 35Q: 3 clusters Score -7818592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -7818597.000000 Penalty: 5458.494141
	Iteration 36Q: 3 clusters Score -7818597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -7818591.500000 Penalty: 5458.494141
	Iteration 37Q: 3 clusters Score -7818592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -7818591.500000 Penalty: 5458.494141
	Iteration 38F: 3 clusters Score -7818592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Entering Unmasked Estep 
Score: -1464911.375000 Penalty: 2324.791504
	Iteration 0F: 2 clusters Score -1464911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1456206.625000 Penalty: 4649.583008
	Iteration 0F: 3 clusters Score -1456207 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1458877.375000 Penalty: 4649.583008
	Iteration 1F: 3 clusters Score -1458877 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1459215.250000 Penalty: 4649.583008
	Iteration 2F: 3 clusters Score -1459215 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1459459.250000 Penalty: 4649.583008
	Iteration 3Q: 3 clusters Score -1459459 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1459697.250000 Penalty: 4649.583008
	Iteration 4Q: 3 clusters Score -1459697 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1459948.250000 Penalty: 4649.583008
	Iteration 5Q: 3 clusters Score -1459948 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1460217.375000 Penalty: 4649.583008
	Iteration 6Q: 3 clusters Score -1460217 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1460510.875000 Penalty: 4649.583008
	Iteration 7Q: 3 clusters Score -1460511 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1460774.875000 Penalty: 4649.583008
	Iteration 8Q: 3 clusters Score -1460775 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1461049.500000 Penalty: 4649.583008
	Iteration 9Q: 3 clusters Score -1461050 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1461276.000000 Penalty: 4649.583008
	Iteration 10Q: 3 clusters Score -1461276 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1461459.625000 Penalty: 4649.583008
	Iteration 11Q: 3 clusters Score -1461460 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1461609.125000 Penalty: 4649.583008
	Iteration 12Q: 3 clusters Score -1461609 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1461722.000000 Penalty: 4649.583008
	Iteration 13Q: 3 clusters Score -1461722 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1461822.000000 Penalty: 4649.583008
	Iteration 14Q: 3 clusters Score -1461822 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1461906.875000 Penalty: 4649.583008
	Iteration 15Q: 3 clusters Score -1461907 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1461986.125000 Penalty: 4649.583008
	Iteration 16Q: 3 clusters Score -1461986 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1462058.500000 Penalty: 4649.583008
	Iteration 17Q: 3 clusters Score -1462058 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1462108.625000 Penalty: 4649.583008
	Iteration 18Q: 3 clusters Score -1462109 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1462165.000000 Penalty: 4649.583008
	Iteration 19Q: 3 clusters Score -1462165 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1462209.250000 Penalty: 4649.583008
	Iteration 20F: 3 clusters Score -1462209 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1462254.000000 Penalty: 4649.583008
	Iteration 21Q: 3 clusters Score -1462254 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1462307.000000 Penalty: 4649.583008
	Iteration 22Q: 3 clusters Score -1462307 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1462355.125000 Penalty: 4649.583008
	Iteration 23Q: 3 clusters Score -1462355 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1462390.250000 Penalty: 4649.583008
	Iteration 24Q: 3 clusters Score -1462390 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1462430.000000 Penalty: 4649.583008
	Iteration 25Q: 3 clusters Score -1462430 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1462461.375000 Penalty: 4649.583008
	Iteration 26Q: 3 clusters Score -1462461 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1462489.375000 Penalty: 4649.583008
	Iteration 27Q: 3 clusters Score -1462489 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1462523.750000 Penalty: 4649.583008
	Iteration 28Q: 3 clusters Score -1462524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1462546.250000 Penalty: 4649.583008
	Iteration 29Q: 3 clusters Score -1462546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1462575.000000 Penalty: 4649.583008
	Iteration 30Q: 3 clusters Score -1462575 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1462596.500000 Penalty: 4649.583008
	Iteration 31Q: 3 clusters Score -1462596 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1462626.125000 Penalty: 4649.583008
	Iteration 32Q: 3 clusters Score -1462626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1462647.500000 Penalty: 4649.583008
	Iteration 33Q: 3 clusters Score -1462648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1462672.125000 Penalty: 4649.583008
	Iteration 34Q: 3 clusters Score -1462672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1462682.625000 Penalty: 4649.583008
	Iteration 35Q: 3 clusters Score -1462683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1462702.750000 Penalty: 4649.583008
	Iteration 36Q: 3 clusters Score -1462703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1462715.000000 Penalty: 4649.583008
	Iteration 37Q: 3 clusters Score -1462715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1462726.125000 Penalty: 4649.583008
	Iteration 38Q: 3 clusters Score -1462726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1462736.000000 Penalty: 4649.583008
	Iteration 39Q: 3 clusters Score -1462736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1462745.875000 Penalty: 4649.583008
	Iteration 40F: 3 clusters Score -1462746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1462758.875000 Penalty: 4649.583008
	Iteration 41Q: 3 clusters Score -1462759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1462771.375000 Penalty: 4649.583008
	Iteration 42Q: 3 clusters Score -1462771 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1462783.875000 Penalty: 4649.583008
	Iteration 43Q: 3 clusters Score -1462784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1462796.125000 Penalty: 4649.583008
	Iteration 44Q: 3 clusters Score -1462796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1462802.000000 Penalty: 4649.583008
	Iteration 45Q: 3 clusters Score -1462802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1462809.625000 Penalty: 4649.583008
	Iteration 46Q: 3 clusters Score -1462810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1462820.125000 Penalty: 4649.583008
	Iteration 47Q: 3 clusters Score -1462820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1462832.375000 Penalty: 4649.583008
	Iteration 48Q: 3 clusters Score -1462832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1462840.625000 Penalty: 4649.583008
	Iteration 49Q: 3 clusters Score -1462841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1462849.125000 Penalty: 4649.583008
	Iteration 50Q: 3 clusters Score -1462849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1462855.250000 Penalty: 4649.583008
	Iteration 51Q: 3 clusters Score -1462855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1462859.250000 Penalty: 4649.583008
	Iteration 52Q: 3 clusters Score -1462859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1462859.250000 Penalty: 4649.583008
	Iteration 53Q: 3 clusters Score -1462859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1462864.375000 Penalty: 4649.583008
	Iteration 54Q: 3 clusters Score -1462864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1462869.375000 Penalty: 4649.583008
	Iteration 55Q: 3 clusters Score -1462869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1462870.625000 Penalty: 4649.583008
	Iteration 56Q: 3 clusters Score -1462871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1462872.000000 Penalty: 4649.583008
	Iteration 57Q: 3 clusters Score -1462872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1462873.250000 Penalty: 4649.583008
	Iteration 58Q: 3 clusters Score -1462873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1462872.750000 Penalty: 4649.583008
	Iteration 59Q: 3 clusters Score -1462873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1462875.625000 Penalty: 4649.583008
	Iteration 60F: 3 clusters Score -1462876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1462873.500000 Penalty: 4649.583008
	Iteration 61Q: 3 clusters Score -1462874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1462877.000000 Penalty: 4649.583008
	Iteration 62Q: 3 clusters Score -1462877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1462880.625000 Penalty: 4649.583008
	Iteration 63Q: 3 clusters Score -1462881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1462879.375000 Penalty: 4649.583008
	Iteration 64Q: 3 clusters Score -1462879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1462880.125000 Penalty: 4649.583008
	Iteration 65Q: 3 clusters Score -1462880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1462879.500000 Penalty: 4649.583008
	Iteration 66Q: 3 clusters Score -1462880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1462879.500000 Penalty: 4649.583008
	Iteration 67F: 3 clusters Score -1462880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Entering Unmasked Estep 
Score: -1920127.625000 Penalty: 2388.574951
	Iteration 0F: 2 clusters Score -1920128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1909103.500000 Penalty: 4777.149902
	Iteration 0F: 3 clusters Score -1909104 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1913061.750000 Penalty: 4777.149902
	Iteration 1F: 3 clusters Score -1913062 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1914350.625000 Penalty: 4777.149902
	Iteration 2F: 3 clusters Score -1914351 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1915692.125000 Penalty: 4777.149902
	Iteration 3F: 3 clusters Score -1915692 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1916808.625000 Penalty: 4777.149902
	Iteration 4F: 3 clusters Score -1916809 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1917632.125000 Penalty: 4777.149902
	Iteration 5F: 3 clusters Score -1917632 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1918197.125000 Penalty: 4777.149902
	Iteration 6F: 3 clusters Score -1918197 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1918547.750000 Penalty: 4777.149902
	Iteration 7Q: 3 clusters Score -1918548 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1918754.625000 Penalty: 4777.149902
	Iteration 8Q: 3 clusters Score -1918755 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1918890.625000 Penalty: 4777.149902
	Iteration 9Q: 3 clusters Score -1918891 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1918975.875000 Penalty: 4777.149902
	Iteration 10Q: 3 clusters Score -1918976 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1919038.750000 Penalty: 4777.149902
	Iteration 11Q: 3 clusters Score -1919039 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1919088.125000 Penalty: 4777.149902
	Iteration 12Q: 3 clusters Score -1919088 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1919117.875000 Penalty: 4777.149902
	Iteration 13Q: 3 clusters Score -1919118 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1919154.750000 Penalty: 4777.149902
	Iteration 14Q: 3 clusters Score -1919155 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1919185.250000 Penalty: 4777.149902
	Iteration 15Q: 3 clusters Score -1919185 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1919208.000000 Penalty: 4777.149902
	Iteration 16Q: 3 clusters Score -1919208 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1919232.000000 Penalty: 4777.149902
	Iteration 17Q: 3 clusters Score -1919232 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1919257.000000 Penalty: 4777.149902
	Iteration 18Q: 3 clusters Score -1919257 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1919282.250000 Penalty: 4777.149902
	Iteration 19Q: 3 clusters Score -1919282 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1919301.750000 Penalty: 4777.149902
	Iteration 20F: 3 clusters Score -1919302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1919333.375000 Penalty: 4777.149902
	Iteration 21Q: 3 clusters Score -1919333 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1919351.875000 Penalty: 4777.149902
	Iteration 22Q: 3 clusters Score -1919352 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1919381.250000 Penalty: 4777.149902
	Iteration 23Q: 3 clusters Score -1919381 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1919397.500000 Penalty: 4777.149902
	Iteration 24Q: 3 clusters Score -1919398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1919422.125000 Penalty: 4777.149902
	Iteration 25Q: 3 clusters Score -1919422 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1919454.250000 Penalty: 4777.149902
	Iteration 26Q: 3 clusters Score -1919454 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1919486.250000 Penalty: 4777.149902
	Iteration 27Q: 3 clusters Score -1919486 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1919533.375000 Penalty: 4777.149902
	Iteration 28Q: 3 clusters Score -1919533 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1919568.875000 Penalty: 4777.149902
	Iteration 29Q: 3 clusters Score -1919569 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1919596.250000 Penalty: 4777.149902
	Iteration 30Q: 3 clusters Score -1919596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1919613.750000 Penalty: 4777.149902
	Iteration 31Q: 3 clusters Score -1919614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1919622.000000 Penalty: 4777.149902
	Iteration 32Q: 3 clusters Score -1919622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1919622.250000 Penalty: 4777.149902
	Iteration 33Q: 3 clusters Score -1919622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1919625.375000 Penalty: 4777.149902
	Iteration 34Q: 3 clusters Score -1919625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1919626.000000 Penalty: 4777.149902
	Iteration 35Q: 3 clusters Score -1919626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1919625.750000 Penalty: 4777.149902
	Iteration 36Q: 3 clusters Score -1919626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1919628.250000 Penalty: 4777.149902
	Iteration 37Q: 3 clusters Score -1919628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1919630.750000 Penalty: 4777.149902
	Iteration 38Q: 3 clusters Score -1919631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1919631.125000 Penalty: 4777.149902
	Iteration 39Q: 3 clusters Score -1919631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1919635.375000 Penalty: 4777.149902
	Iteration 40F: 3 clusters Score -1919635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1919636.500000 Penalty: 4777.149902
	Iteration 41Q: 3 clusters Score -1919636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1919639.875000 Penalty: 4777.149902
	Iteration 42Q: 3 clusters Score -1919640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1919641.375000 Penalty: 4777.149902
	Iteration 43Q: 3 clusters Score -1919641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1919642.250000 Penalty: 4777.149902
	Iteration 44Q: 3 clusters Score -1919642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1919644.375000 Penalty: 4777.149902
	Iteration 45Q: 3 clusters Score -1919644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1919646.125000 Penalty: 4777.149902
	Iteration 46Q: 3 clusters Score -1919646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1919645.625000 Penalty: 4777.149902
	Iteration 47Q: 3 clusters Score -1919646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1919647.000000 Penalty: 4777.149902
	Iteration 48Q: 3 clusters Score -1919647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1919646.375000 Penalty: 4777.149902
	Iteration 49Q: 3 clusters Score -1919646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1919648.250000 Penalty: 4777.149902
	Iteration 50Q: 3 clusters Score -1919648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1919650.500000 Penalty: 4777.149902
	Iteration 51Q: 3 clusters Score -1919650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1919650.500000 Penalty: 4777.149902
	Iteration 52F: 3 clusters Score -1919650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Entering Unmasked Estep 
Score: -3850628.500000 Penalty: 2572.300049
	Iteration 0F: 2 clusters Score -3850628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3828879.750000 Penalty: 5144.600098
	Iteration 0F: 3 clusters Score -3828880 nChanged 14414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -3837289.500000 Penalty: 5144.600098
	Iteration 1F: 3 clusters Score -3837290 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -3838434.500000 Penalty: 5144.600098
	Iteration 2F: 3 clusters Score -3838434 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -3839717.500000 Penalty: 5144.600098
	Iteration 3F: 3 clusters Score -3839718 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3840938.750000 Penalty: 5144.600098
	Iteration 4F: 3 clusters Score -3840939 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -3841941.000000 Penalty: 5144.600098
	Iteration 5F: 3 clusters Score -3841941 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -3842655.750000 Penalty: 5144.600098
	Iteration 6F: 3 clusters Score -3842656 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3843187.500000 Penalty: 5144.600098
	Iteration 7Q: 3 clusters Score -3843188 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -3843627.000000 Penalty: 5144.600098
	Iteration 8Q: 3 clusters Score -3843627 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3843913.500000 Penalty: 5144.600098
	Iteration 9Q: 3 clusters Score -3843914 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -3844133.250000 Penalty: 5144.600098
	Iteration 10Q: 3 clusters Score -3844133 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3844339.500000 Penalty: 5144.600098
	Iteration 11Q: 3 clusters Score -3844340 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3844495.500000 Penalty: 5144.600098
	Iteration 12Q: 3 clusters Score -3844496 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3844660.000000 Penalty: 5144.600098
	Iteration 13Q: 3 clusters Score -3844660 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3844805.000000 Penalty: 5144.600098
	Iteration 14Q: 3 clusters Score -3844805 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3844948.000000 Penalty: 5144.600098
	Iteration 15Q: 3 clusters Score -3844948 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -3845087.500000 Penalty: 5144.600098
	Iteration 16Q: 3 clusters Score -3845088 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -3845224.250000 Penalty: 5144.600098
	Iteration 17Q: 3 clusters Score -3845224 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -3845368.000000 Penalty: 5144.600098
	Iteration 18Q: 3 clusters Score -3845368 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3845488.750000 Penalty: 5144.600098
	Iteration 19Q: 3 clusters Score -3845489 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3845654.500000 Penalty: 5144.600098
	Iteration 20F: 3 clusters Score -3845654 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -3845853.000000 Penalty: 5144.600098
	Iteration 21Q: 3 clusters Score -3845853 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -3846011.250000 Penalty: 5144.600098
	Iteration 22Q: 3 clusters Score -3846011 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -3846192.250000 Penalty: 5144.600098
	Iteration 23Q: 3 clusters Score -3846192 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3846375.750000 Penalty: 5144.600098
	Iteration 24Q: 3 clusters Score -3846376 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -3846524.750000 Penalty: 5144.600098
	Iteration 25Q: 3 clusters Score -3846525 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3846628.750000 Penalty: 5144.600098
	Iteration 26Q: 3 clusters Score -3846629 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -3846740.500000 Penalty: 5144.600098
	Iteration 27Q: 3 clusters Score -3846740 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -3846831.750000 Penalty: 5144.600098
	Iteration 28Q: 3 clusters Score -3846832 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3846933.000000 Penalty: 5144.600098
	Iteration 29Q: 3 clusters Score -3846933 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3847028.000000 Penalty: 5144.600098
	Iteration 30Q: 3 clusters Score -3847028 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -3847136.000000 Penalty: 5144.600098
	Iteration 31Q: 3 clusters Score -3847136 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -3847226.250000 Penalty: 5144.600098
	Iteration 32Q: 3 clusters Score -3847226 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -3847314.000000 Penalty: 5144.600098
	Iteration 33Q: 3 clusters Score -3847314 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -3847397.500000 Penalty: 5144.600098
	Iteration 34Q: 3 clusters Score -3847398 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3847440.750000 Penalty: 5144.600098
	Iteration 35Q: 3 clusters Score -3847441 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -3847512.250000 Penalty: 5144.600098
	Iteration 36Q: 3 clusters Score -3847512 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -3847572.250000 Penalty: 5144.600098
	Iteration 37Q: 3 clusters Score -3847572 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -3847638.000000 Penalty: 5144.600098
	Iteration 38Q: 3 clusters Score -3847638 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3847681.750000 Penalty: 5144.600098
	Iteration 39Q: 3 clusters Score -3847682 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -3847729.500000 Penalty: 5144.600098
	Iteration 40F: 3 clusters Score -3847730 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3847795.500000 Penalty: 5144.600098
	Iteration 41Q: 3 clusters Score -3847796 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -3847833.750000 Penalty: 5144.600098
	Iteration 42Q: 3 clusters Score -3847834 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -3847864.000000 Penalty: 5144.600098
	Iteration 43Q: 3 clusters Score -3847864 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3847891.000000 Penalty: 5144.600098
	Iteration 44Q: 3 clusters Score -3847891 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -3847924.250000 Penalty: 5144.600098
	Iteration 45Q: 3 clusters Score -3847924 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3847933.750000 Penalty: 5144.600098
	Iteration 46Q: 3 clusters Score -3847934 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -3847939.000000 Penalty: 5144.600098
	Iteration 47Q: 3 clusters Score -3847939 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3847967.500000 Penalty: 5144.600098
	Iteration 48Q: 3 clusters Score -3847968 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3847978.750000 Penalty: 5144.600098
	Iteration 49Q: 3 clusters Score -3847979 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3848006.250000 Penalty: 5144.600098
	Iteration 50Q: 3 clusters Score -3848006 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -3848021.750000 Penalty: 5144.600098
	Iteration 51Q: 3 clusters Score -3848022 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3848038.750000 Penalty: 5144.600098
	Iteration 52Q: 3 clusters Score -3848039 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -3848068.750000 Penalty: 5144.600098
	Iteration 53Q: 3 clusters Score -3848069 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3848102.750000 Penalty: 5144.600098
	Iteration 54Q: 3 clusters Score -3848103 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -3848122.500000 Penalty: 5144.600098
	Iteration 55Q: 3 clusters Score -3848122 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3848149.250000 Penalty: 5144.600098
	Iteration 56Q: 3 clusters Score -3848149 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3848177.500000 Penalty: 5144.600098
	Iteration 57Q: 3 clusters Score -3848178 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -3848189.000000 Penalty: 5144.600098
	Iteration 58Q: 3 clusters Score -3848189 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3848226.750000 Penalty: 5144.600098
	Iteration 59Q: 3 clusters Score -3848227 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -3848258.750000 Penalty: 5144.600098
	Iteration 60F: 3 clusters Score -3848259 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3848267.750000 Penalty: 5144.600098
	Iteration 61Q: 3 clusters Score -3848268 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -3848293.750000 Penalty: 5144.600098
	Iteration 62Q: 3 clusters Score -3848294 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -3848323.000000 Penalty: 5144.600098
	Iteration 63Q: 3 clusters Score -3848323 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -3848332.750000 Penalty: 5144.600098
	Iteration 64Q: 3 clusters Score -3848333 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -3848349.250000 Penalty: 5144.600098
	Iteration 65Q: 3 clusters Score -3848349 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -3848372.000000 Penalty: 5144.600098
	Iteration 66Q: 3 clusters Score -3848372 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -3848389.750000 Penalty: 5144.600098
	Iteration 67Q: 3 clusters Score -3848390 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -3848419.750000 Penalty: 5144.600098
	Iteration 68Q: 3 clusters Score -3848420 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3848442.750000 Penalty: 5144.600098
	Iteration 69Q: 3 clusters Score -3848443 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -3848456.250000 Penalty: 5144.600098
	Iteration 70Q: 3 clusters Score -3848456 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3848468.500000 Penalty: 5144.600098
	Iteration 71Q: 3 clusters Score -3848468 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3848486.500000 Penalty: 5144.600098
	Iteration 72Q: 3 clusters Score -3848486 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -3848494.750000 Penalty: 5144.600098
	Iteration 73Q: 3 clusters Score -3848495 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -3848513.250000 Penalty: 5144.600098
	Iteration 74Q: 3 clusters Score -3848513 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -3848548.250000 Penalty: 5144.600098
	Iteration 75Q: 3 clusters Score -3848548 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -3848563.000000 Penalty: 5144.600098
	Iteration 76Q: 3 clusters Score -3848563 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -3848583.000000 Penalty: 5144.600098
	Iteration 77Q: 3 clusters Score -3848583 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3848607.000000 Penalty: 5144.600098
	Iteration 78Q: 3 clusters Score -3848607 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -3848624.750000 Penalty: 5144.600098
	Iteration 79Q: 3 clusters Score -3848625 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -3848652.500000 Penalty: 5144.600098
	Iteration 80F: 3 clusters Score -3848652 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -3848683.000000 Penalty: 5144.600098
	Iteration 81Q: 3 clusters Score -3848683 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -3848722.250000 Penalty: 5144.600098
	Iteration 82Q: 3 clusters Score -3848722 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -3848759.500000 Penalty: 5144.600098
	Iteration 83Q: 3 clusters Score -3848760 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3848785.000000 Penalty: 5144.600098
	Iteration 84Q: 3 clusters Score -3848785 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -3848823.500000 Penalty: 5144.600098
	Iteration 85Q: 3 clusters Score -3848824 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3848846.000000 Penalty: 5144.600098
	Iteration 86Q: 3 clusters Score -3848846 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -3848864.250000 Penalty: 5144.600098
	Iteration 87Q: 3 clusters Score -3848864 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -3848892.000000 Penalty: 5144.600098
	Iteration 88Q: 3 clusters Score -3848892 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -3848931.750000 Penalty: 5144.600098
	Iteration 89Q: 3 clusters Score -3848932 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3848975.000000 Penalty: 5144.600098
	Iteration 90Q: 3 clusters Score -3848975 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -3849015.500000 Penalty: 5144.600098
	Iteration 91Q: 3 clusters Score -3849016 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -3849076.750000 Penalty: 5144.600098
	Iteration 92Q: 3 clusters Score -3849077 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -3849166.500000 Penalty: 5144.600098
	Iteration 93Q: 3 clusters Score -3849166 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -3849239.500000 Penalty: 5144.600098
	Iteration 94Q: 3 clusters Score -3849240 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -3849322.000000 Penalty: 5144.600098
	Iteration 95Q: 3 clusters Score -3849322 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -3849404.000000 Penalty: 5144.600098
	Iteration 96Q: 3 clusters Score -3849404 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3849471.250000 Penalty: 5144.600098
	Iteration 97Q: 3 clusters Score -3849471 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -3849576.750000 Penalty: 5144.600098
	Iteration 98Q: 3 clusters Score -3849577 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -3849666.250000 Penalty: 5144.600098
	Iteration 99Q: 3 clusters Score -3849666 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -3849729.250000 Penalty: 5144.600098
	Iteration 100F: 3 clusters Score -3849729 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -3849757.750000 Penalty: 5144.600098
	Iteration 101Q: 3 clusters Score -3849758 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -3849779.000000 Penalty: 5144.600098
	Iteration 102Q: 3 clusters Score -3849779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -3849777.500000 Penalty: 5144.600098
	Iteration 103Q: 3 clusters Score -3849778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -3849773.750000 Penalty: 5144.600098
	Iteration 104Q: 3 clusters Score -3849774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -3849780.500000 Penalty: 5144.600098
	Iteration 105Q: 3 clusters Score -3849780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -3849784.250000 Penalty: 5144.600098
	Iteration 106Q: 3 clusters Score -3849784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -3849784.500000 Penalty: 5144.600098
	Iteration 107Q: 3 clusters Score -3849784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -3849779.750000 Penalty: 5144.600098
	Iteration 108Q: 3 clusters Score -3849780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -3849786.500000 Penalty: 5144.600098
	Iteration 109Q: 3 clusters Score -3849786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -3849785.750000 Penalty: 5144.600098
	Iteration 110Q: 3 clusters Score -3849786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -3849786.750000 Penalty: 5144.600098
	Iteration 111Q: 3 clusters Score -3849787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -3849786.500000 Penalty: 5144.600098
	Iteration 112Q: 3 clusters Score -3849786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -3849788.250000 Penalty: 5144.600098
	Iteration 113Q: 3 clusters Score -3849788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3849786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -3849786.000000 Penalty: 5144.600098
	Iteration 115F: 3 clusters Score -3849786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 3 contains 1154 members 
Mstep: Class 7 contains 182146 members 
Mstep: Class 8 contains 16266 members 
Mstep: Class 9 contains 41213 members 
Mstep: Class 11 contains 4402 members 
Mstep: Class 12 contains 32560 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 110613 members 
Mstep: Class 15 contains 60176 members 
Mstep: Class 16 contains 11780 members 
Mstep: Class 17 contains 15235 members 
Mstep: Class 18 contains 31958 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 18 clusters Score -9.079371e+07 nChanged 31700
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 160929 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 4684 members 
Mstep: Class 5 contains 4826 members 
Mstep: Class 6 contains 1375 members 
Mstep: Class 7 contains 194073 members 
Mstep: Class 8 contains 15466 members 
Mstep: Class 9 contains 40838 members 
Mstep: Class 11 contains 4762 members 
Mstep: Class 12 contains 30391 members 
Mstep: Class 13 contains 1361 members 
Mstep: Class 14 contains 102711 members 
Mstep: Class 15 contains 58931 members 
Mstep: Class 16 contains 11909 members 
Mstep: Class 17 contains 15467 members 
Mstep: Class 18 contains 31584 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 18 clusters Score -9.080432e+07 nChanged 20656
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 166123 members 
Mstep: Class 3 contains 1152 members 
Mstep: Class 4 contains 4801 members 
Mstep: Class 5 contains 4925 members 
Mstep: Class 6 contains 1379 members 
Mstep: Class 7 contains 200854 members 
Mstep: Class 8 contains 14846 members 
Mstep: Class 9 contains 38344 members 
Mstep: Class 11 contains 4919 members 
Mstep: Class 12 contains 28054 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 98041 members 
Mstep: Class 15 contains 57292 members 
Mstep: Class 16 contains 12001 members 
Mstep: Class 17 contains 15324 members 
Mstep: Class 18 contains 31129 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 18 clusters Score -9.080827e+07 nChanged 14930
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 169576 members 
Mstep: Class 3 contains 1153 members 
Mstep: Class 4 contains 4928 members 
Mstep: Class 5 contains 4957 members 
Mstep: Class 6 contains 1380 members 
Mstep: Class 7 contains 206387 members 
Mstep: Class 8 contains 14312 members 
Mstep: Class 9 contains 36845 members 
Mstep: Class 11 contains 4976 members 
Mstep: Class 12 contains 25997 members 
Mstep: Class 13 contains 1349 members 
Mstep: Class 14 contains 94411 members 
Mstep: Class 15 contains 56158 members 
Mstep: Class 16 contains 12092 members 
Mstep: Class 17 contains 15149 members 
Mstep: Class 18 contains 30877 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 18 clusters Score -9.081023e+07 nChanged 12102
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 172118 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 5019 members 
Mstep: Class 5 contains 4964 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 211162 members 
Mstep: Class 8 contains 13877 members 
Mstep: Class 9 contains 35867 members 
Mstep: Class 11 contains 4998 members 
Mstep: Class 12 contains 24189 members 
Mstep: Class 13 contains 1346 members 
Mstep: Class 14 contains 91287 members 
Mstep: Class 15 contains 55249 members 
Mstep: Class 16 contains 12179 members 
Mstep: Class 17 contains 14959 members 
Mstep: Class 18 contains 30730 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 18 clusters Score -9.081107e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 174115 members 
Mstep: Class 3 contains 1178 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 4969 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 215199 members 
Mstep: Class 8 contains 13544 members 
Mstep: Class 9 contains 35145 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 22690 members 
Mstep: Class 13 contains 1345 members 
Mstep: Class 14 contains 88595 members 
Mstep: Class 15 contains 54521 members 
Mstep: Class 16 contains 12245 members 
Mstep: Class 17 contains 14757 members 
Mstep: Class 18 contains 30644 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 18 clusters Score -9.081164e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 175607 members 
Mstep: Class 3 contains 1172 members 
Mstep: Class 4 contains 5150 members 
Mstep: Class 5 contains 4968 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 218940 members 
Mstep: Class 8 contains 13343 members 
Mstep: Class 9 contains 34588 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 21420 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 86124 members 
Mstep: Class 15 contains 53927 members 
Mstep: Class 16 contains 12321 members 
Mstep: Class 17 contains 14528 members 
Mstep: Class 18 contains 30541 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 18 clusters Score -9.081242e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 176711 members 
Mstep: Class 3 contains 1173 members 
Mstep: Class 4 contains 5191 members 
Mstep: Class 5 contains 4968 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 222310 members 
Mstep: Class 8 contains 13176 members 
Mstep: Class 9 contains 34174 members 
Mstep: Class 11 contains 4999 members 
Mstep: Class 12 contains 20379 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 83843 members 
Mstep: Class 15 contains 53443 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 14301 members 
Mstep: Class 18 contains 30466 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 18 clusters Score -9.081278e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 177529 members 
Mstep: Class 3 contains 1171 members 
Mstep: Class 4 contains 5233 members 
Mstep: Class 5 contains 4968 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 225431 members 
Mstep: Class 8 contains 13091 members 
Mstep: Class 9 contains 33808 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 19529 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 81756 members 
Mstep: Class 15 contains 52994 members 
Mstep: Class 16 contains 12480 members 
Mstep: Class 17 contains 14073 members 
Mstep: Class 18 contains 30410 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 18 clusters Score -9.081302e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 177977 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 5262 members 
Mstep: Class 5 contains 4966 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 228321 members 
Mstep: Class 8 contains 13040 members 
Mstep: Class 9 contains 33541 members 
Mstep: Class 11 contains 4980 members 
Mstep: Class 12 contains 18835 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 79954 members 
Mstep: Class 15 contains 52598 members 
Mstep: Class 16 contains 12546 members 
Mstep: Class 17 contains 13814 members 
Mstep: Class 18 contains 30351 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 18 clusters Score -9.081314e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 178199 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 4968 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 231115 members 
Mstep: Class 8 contains 13017 members 
Mstep: Class 9 contains 33355 members 
Mstep: Class 11 contains 4980 members 
Mstep: Class 12 contains 18219 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 78288 members 
Mstep: Class 15 contains 52245 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 13542 members 
Mstep: Class 18 contains 30322 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 18 clusters Score -9.081379e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 178158 members 
Mstep: Class 3 contains 1181 members 
Mstep: Class 4 contains 5292 members 
Mstep: Class 5 contains 4971 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 233765 members 
Mstep: Class 8 contains 13016 members 
Mstep: Class 9 contains 33197 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 17742 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 76793 members 
Mstep: Class 15 contains 51944 members 
Mstep: Class 16 contains 12626 members 
Mstep: Class 17 contains 13273 members 
Mstep: Class 18 contains 30300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90814088.000000 Penalty: 56841.730469
Iteration 50Q: 18 clusters Score -9.081409e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 177953 members 
Mstep: Class 3 contains 1184 members 
Mstep: Class 4 contains 5300 members 
Mstep: Class 5 contains 4971 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 236256 members 
Mstep: Class 8 contains 13035 members 
Mstep: Class 9 contains 33042 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 17340 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 75441 members 
Mstep: Class 15 contains 51694 members 
Mstep: Class 16 contains 12662 members 
Mstep: Class 17 contains 13013 members 
Mstep: Class 18 contains 30290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 18 clusters Score -9.081459e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 177642 members 
Mstep: Class 3 contains 1191 members 
Mstep: Class 4 contains 5301 members 
Mstep: Class 5 contains 4971 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 238660 members 
Mstep: Class 8 contains 13052 members 
Mstep: Class 9 contains 32895 members 
Mstep: Class 11 contains 4973 members 
Mstep: Class 12 contains 16989 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 74264 members 
Mstep: Class 15 contains 51448 members 
Mstep: Class 16 contains 12689 members 
Mstep: Class 17 contains 12730 members 
Mstep: Class 18 contains 30259 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 18 clusters Score -9.081426e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 177168 members 
Mstep: Class 3 contains 1195 members 
Mstep: Class 4 contains 5303 members 
Mstep: Class 5 contains 4971 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 240974 members 
Mstep: Class 8 contains 13064 members 
Mstep: Class 9 contains 32787 members 
Mstep: Class 11 contains 4972 members 
Mstep: Class 12 contains 16727 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 73186 members 
Mstep: Class 15 contains 51207 members 
Mstep: Class 16 contains 12720 members 
Mstep: Class 17 contains 12441 members 
Mstep: Class 18 contains 30241 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 18 clusters Score -9.081436e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 176662 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 5306 members 
Mstep: Class 5 contains 4970 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 243237 members 
Mstep: Class 8 contains 13087 members 
Mstep: Class 9 contains 32676 members 
Mstep: Class 11 contains 4973 members 
Mstep: Class 12 contains 16505 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 72139 members 
Mstep: Class 15 contains 50964 members 
Mstep: Class 16 contains 12751 members 
Mstep: Class 17 contains 12160 members 
Mstep: Class 18 contains 30230 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 18 clusters Score -9.081474e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 176054 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 5303 members 
Mstep: Class 5 contains 4971 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 245467 members 
Mstep: Class 8 contains 13102 members 
Mstep: Class 9 contains 32584 members 
Mstep: Class 11 contains 4974 members 
Mstep: Class 12 contains 16319 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 71166 members 
Mstep: Class 15 contains 50726 members 
Mstep: Class 16 contains 12786 members 
Mstep: Class 17 contains 11896 members 
Mstep: Class 18 contains 30218 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 18 clusters Score -9.081486e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 175373 members 
Mstep: Class 3 contains 1195 members 
Mstep: Class 4 contains 5305 members 
Mstep: Class 5 contains 4972 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 247624 members 
Mstep: Class 8 contains 13120 members 
Mstep: Class 9 contains 32504 members 
Mstep: Class 11 contains 4979 members 
Mstep: Class 12 contains 16144 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 70285 members 
Mstep: Class 15 contains 50477 members 
Mstep: Class 16 contains 12832 members 
Mstep: Class 17 contains 11660 members 
Mstep: Class 18 contains 30196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90815112.000000 Penalty: 56841.730469
Iteration 56Q: 18 clusters Score -9.081511e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 174665 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 5306 members 
Mstep: Class 5 contains 4973 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 249741 members 
Mstep: Class 8 contains 13136 members 
Mstep: Class 9 contains 32418 members 
Mstep: Class 11 contains 4981 members 
Mstep: Class 12 contains 15981 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 69477 members 
Mstep: Class 15 contains 50221 members 
Mstep: Class 16 contains 12880 members 
Mstep: Class 17 contains 11417 members 
Mstep: Class 18 contains 30181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90815352.000000 Penalty: 56841.730469
Iteration 57Q: 18 clusters Score -9.081535e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 174005 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 5305 members 
Mstep: Class 5 contains 4973 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 251705 members 
Mstep: Class 8 contains 13171 members 
Mstep: Class 9 contains 32315 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 12 contains 15853 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 68735 members 
Mstep: Class 15 contains 49975 members 
Mstep: Class 16 contains 12948 members 
Mstep: Class 17 contains 11178 members 
Mstep: Class 18 contains 30164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90815768.000000 Penalty: 56841.730469
Iteration 58Q: 18 clusters Score -9.081577e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 173412 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 5300 members 
Mstep: Class 5 contains 4973 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 253492 members 
Mstep: Class 8 contains 13214 members 
Mstep: Class 9 contains 32220 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 12 contains 15728 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 68116 members 
Mstep: Class 15 contains 49720 members 
Mstep: Class 16 contains 13003 members 
Mstep: Class 17 contains 10938 members 
Mstep: Class 18 contains 30145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90815440.000000 Penalty: 56841.730469
Iteration 59Q: 18 clusters Score -9.081544e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 172887 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 5299 members 
Mstep: Class 5 contains 4973 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 255163 members 
Mstep: Class 8 contains 13256 members 
Mstep: Class 9 contains 32131 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 15600 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 67549 members 
Mstep: Class 15 contains 49434 members 
Mstep: Class 16 contains 13078 members 
Mstep: Class 17 contains 10709 members 
Mstep: Class 18 contains 30116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90815896.000000 Penalty: 56841.730469
Iteration 60F: 18 clusters Score -9.08159e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 172440 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 5297 members 
Mstep: Class 5 contains 4973 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 256705 members 
Mstep: Class 8 contains 13293 members 
Mstep: Class 9 contains 32078 members 
Mstep: Class 11 contains 4995 members 
Mstep: Class 12 contains 15483 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 67010 members 
Mstep: Class 15 contains 49136 members 
Mstep: Class 16 contains 13167 members 
Mstep: Class 17 contains 10470 members 
Mstep: Class 18 contains 30054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90815992.000000 Penalty: 56841.730469
Iteration 61Q: 18 clusters Score -9.081599e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 171989 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 5294 members 
Mstep: Class 5 contains 4974 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 258199 members 
Mstep: Class 8 contains 13336 members 
Mstep: Class 9 contains 32026 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 15387 members 
Mstep: Class 13 contains 1340 members 
Mstep: Class 14 contains 66482 members 
Mstep: Class 15 contains 48757 members 
Mstep: Class 16 contains 13274 members 
Mstep: Class 17 contains 10270 members 
Mstep: Class 18 contains 30013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90816424.000000 Penalty: 56841.730469
Iteration 62Q: 18 clusters Score -9.081642e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 171534 members 
Mstep: Class 3 contains 1272 members 
Mstep: Class 4 contains 5292 members 
Mstep: Class 5 contains 4975 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 259706 members 
Mstep: Class 8 contains 13371 members 
Mstep: Class 9 contains 31983 members 
Mstep: Class 11 contains 5007 members 
Mstep: Class 12 contains 15290 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 65954 members 
Mstep: Class 15 contains 48339 members 
Mstep: Class 16 contains 13397 members 
Mstep: Class 17 contains 10085 members 
Mstep: Class 18 contains 29962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90816840.000000 Penalty: 56841.730469
Iteration 63Q: 18 clusters Score -9.081684e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 171150 members 
Mstep: Class 3 contains 1277 members 
Mstep: Class 4 contains 5291 members 
Mstep: Class 5 contains 4974 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 261168 members 
Mstep: Class 8 contains 13394 members 
Mstep: Class 9 contains 31951 members 
Mstep: Class 11 contains 5023 members 
Mstep: Class 12 contains 15204 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 65441 members 
Mstep: Class 15 contains 47837 members 
Mstep: Class 16 contains 13556 members 
Mstep: Class 17 contains 9909 members 
Mstep: Class 18 contains 29902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90817488.000000 Penalty: 56841.730469
Iteration 64Q: 18 clusters Score -9.081749e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 170902 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 5288 members 
Mstep: Class 5 contains 4973 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 262472 members 
Mstep: Class 8 contains 13417 members 
Mstep: Class 9 contains 31896 members 
Mstep: Class 11 contains 5039 members 
Mstep: Class 12 contains 15118 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 65010 members 
Mstep: Class 15 contains 47270 members 
Mstep: Class 16 contains 13726 members 
Mstep: Class 17 contains 9732 members 
Mstep: Class 18 contains 29854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90817360.000000 Penalty: 56841.730469
Iteration 65Q: 18 clusters Score -9.081736e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 170673 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 5286 members 
Mstep: Class 5 contains 4974 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 263712 members 
Mstep: Class 8 contains 13431 members 
Mstep: Class 9 contains 31854 members 
Mstep: Class 11 contains 5059 members 
Mstep: Class 12 contains 15072 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 64627 members 
Mstep: Class 15 contains 46606 members 
Mstep: Class 16 contains 13922 members 
Mstep: Class 17 contains 9573 members 
Mstep: Class 18 contains 29783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90817984.000000 Penalty: 56841.730469
Iteration 66Q: 18 clusters Score -9.081798e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 170548 members 
Mstep: Class 3 contains 1303 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 4973 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 264887 members 
Mstep: Class 8 contains 13464 members 
Mstep: Class 9 contains 31799 members 
Mstep: Class 11 contains 5086 members 
Mstep: Class 12 contains 15045 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 64260 members 
Mstep: Class 15 contains 45880 members 
Mstep: Class 16 contains 14129 members 
Mstep: Class 17 contains 9411 members 
Mstep: Class 18 contains 29718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90818336.000000 Penalty: 56841.730469
Iteration 67Q: 18 clusters Score -9.081834e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 170468 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 5269 members 
Mstep: Class 5 contains 4972 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 265980 members 
Mstep: Class 8 contains 13468 members 
Mstep: Class 9 contains 31757 members 
Mstep: Class 11 contains 5118 members 
Mstep: Class 12 contains 15018 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 63950 members 
Mstep: Class 15 contains 45137 members 
Mstep: Class 16 contains 14323 members 
Mstep: Class 17 contains 9251 members 
Mstep: Class 18 contains 29655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819048.000000 Penalty: 56841.730469
Iteration 68Q: 18 clusters Score -9.081905e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 170291 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 5273 members 
Mstep: Class 5 contains 4973 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 267101 members 
Mstep: Class 8 contains 13477 members 
Mstep: Class 9 contains 31720 members 
Mstep: Class 11 contains 5163 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 63623 members 
Mstep: Class 15 contains 44454 members 
Mstep: Class 16 contains 14514 members 
Mstep: Class 17 contains 9106 members 
Mstep: Class 18 contains 29590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819600.000000 Penalty: 56841.730469
Iteration 69Q: 18 clusters Score -9.08196e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 170078 members 
Mstep: Class 3 contains 1300 members 
Mstep: Class 4 contains 5272 members 
Mstep: Class 5 contains 4973 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 268139 members 
Mstep: Class 8 contains 13491 members 
Mstep: Class 9 contains 31695 members 
Mstep: Class 11 contains 5218 members 
Mstep: Class 12 contains 14969 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 63311 members 
Mstep: Class 15 contains 43849 members 
Mstep: Class 16 contains 14704 members 
Mstep: Class 17 contains 8972 members 
Mstep: Class 18 contains 29507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819864.000000 Penalty: 56841.730469
Iteration 70Q: 18 clusters Score -9.081986e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 169859 members 
Mstep: Class 3 contains 1303 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 4973 members 
Mstep: Class 6 contains 1381 members 
Mstep: Class 7 contains 269056 members 
Mstep: Class 8 contains 13499 members 
Mstep: Class 9 contains 31677 members 
Mstep: Class 11 contains 5263 members 
Mstep: Class 12 contains 14940 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 63059 members 
Mstep: Class 15 contains 43348 members 
Mstep: Class 16 contains 14863 members 
Mstep: Class 17 contains 8842 members 
Mstep: Class 18 contains 29446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820584.000000 Penalty: 56841.730469
Iteration 71Q: 18 clusters Score -9.082058e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 169499 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 4972 members 
Mstep: Class 6 contains 1382 members 
Mstep: Class 7 contains 269961 members 
Mstep: Class 8 contains 13519 members 
Mstep: Class 9 contains 31652 members 
Mstep: Class 11 contains 5295 members 
Mstep: Class 12 contains 14909 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 62827 members 
Mstep: Class 15 contains 42990 members 
Mstep: Class 16 contains 14983 members 
Mstep: Class 17 contains 8719 members 
Mstep: Class 18 contains 29408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820928.000000 Penalty: 56841.730469
Iteration 72Q: 18 clusters Score -9.082093e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 169108 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 4975 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 270898 members 
Mstep: Class 8 contains 13555 members 
Mstep: Class 9 contains 31605 members 
Mstep: Class 11 contains 5327 members 
Mstep: Class 12 contains 14860 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 62585 members 
Mstep: Class 15 contains 42703 members 
Mstep: Class 16 contains 15091 members 
Mstep: Class 17 contains 8603 members 
Mstep: Class 18 contains 29358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821128.000000 Penalty: 56841.730469
Iteration 73Q: 18 clusters Score -9.082113e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 168673 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 5264 members 
Mstep: Class 5 contains 4976 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 271854 members 
Mstep: Class 8 contains 13585 members 
Mstep: Class 9 contains 31559 members 
Mstep: Class 11 contains 5366 members 
Mstep: Class 12 contains 14803 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 62336 members 
Mstep: Class 15 contains 42504 members 
Mstep: Class 16 contains 15140 members 
Mstep: Class 17 contains 8488 members 
Mstep: Class 18 contains 29301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821832.000000 Penalty: 56841.730469
Iteration 74Q: 18 clusters Score -9.082183e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 168190 members 
Mstep: Class 3 contains 1304 members 
Mstep: Class 4 contains 5262 members 
Mstep: Class 5 contains 4977 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 272779 members 
Mstep: Class 8 contains 13610 members 
Mstep: Class 9 contains 31532 members 
Mstep: Class 11 contains 5407 members 
Mstep: Class 12 contains 14766 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 62083 members 
Mstep: Class 15 contains 42345 members 
Mstep: Class 16 contains 15165 members 
Mstep: Class 17 contains 8394 members 
Mstep: Class 18 contains 29274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822192.000000 Penalty: 56841.730469
Iteration 75Q: 18 clusters Score -9.082219e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 167760 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 4978 members 
Mstep: Class 6 contains 1383 members 
Mstep: Class 7 contains 273605 members 
Mstep: Class 8 contains 13629 members 
Mstep: Class 9 contains 31482 members 
Mstep: Class 11 contains 5444 members 
Mstep: Class 12 contains 14732 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 61873 members 
Mstep: Class 15 contains 42225 members 
Mstep: Class 16 contains 15179 members 
Mstep: Class 17 contains 8298 members 
Mstep: Class 18 contains 29254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822400.000000 Penalty: 56841.730469
Iteration 76Q: 18 clusters Score -9.08224e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 167305 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 5254 members 
Mstep: Class 5 contains 4977 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 274446 members 
Mstep: Class 8 contains 13641 members 
Mstep: Class 9 contains 31435 members 
Mstep: Class 11 contains 5477 members 
Mstep: Class 12 contains 14705 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 61654 members 
Mstep: Class 15 contains 42155 members 
Mstep: Class 16 contains 15184 members 
Mstep: Class 17 contains 8205 members 
Mstep: Class 18 contains 29239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822496.000000 Penalty: 56841.730469
Iteration 77Q: 18 clusters Score -9.08225e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 166809 members 
Mstep: Class 3 contains 1303 members 
Mstep: Class 4 contains 5247 members 
Mstep: Class 5 contains 4977 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 275299 members 
Mstep: Class 8 contains 13671 members 
Mstep: Class 9 contains 31383 members 
Mstep: Class 11 contains 5508 members 
Mstep: Class 12 contains 14678 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 61427 members 
Mstep: Class 15 contains 42083 members 
Mstep: Class 16 contains 15204 members 
Mstep: Class 17 contains 8113 members 
Mstep: Class 18 contains 29220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822888.000000 Penalty: 56841.730469
Iteration 78Q: 18 clusters Score -9.082289e+07 nChanged 1738
Entering ConstructFrom: 
Score: -90822888.000000 Penalty: 56841.730469
Entering ConstructFrom: 
Trying to split cluster 1 (39074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Entering Unmasked Estep 
Score: -5009469.000000 Penalty: 2622.156738
	Iteration 0F: 2 clusters Score -5009469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -4982990.500000 Penalty: 5244.313477
	Iteration 0F: 3 clusters Score -4982990 nChanged 17922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -4992690.000000 Penalty: 5244.313477
	Iteration 1F: 3 clusters Score -4992690 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -4993137.500000 Penalty: 5244.313477
	Iteration 2Q: 3 clusters Score -4993138 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -4993588.000000 Penalty: 5244.313477
	Iteration 3Q: 3 clusters Score -4993588 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -4994023.000000 Penalty: 5244.313477
	Iteration 4Q: 3 clusters Score -4994023 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -4994608.500000 Penalty: 5244.313477
	Iteration 5Q: 3 clusters Score -4994608 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -4995501.500000 Penalty: 5244.313477
	Iteration 6Q: 3 clusters Score -4995502 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -4997003.500000 Penalty: 5244.313477
	Iteration 7F: 3 clusters Score -4997004 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -4999279.000000 Penalty: 5244.313477
	Iteration 8F: 3 clusters Score -4999279 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -5002195.000000 Penalty: 5244.313477
	Iteration 9F: 3 clusters Score -5002195 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -5004759.500000 Penalty: 5244.313477
	Iteration 10F: 3 clusters Score -5004760 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -5006304.000000 Penalty: 5244.313477
	Iteration 11Q: 3 clusters Score -5006304 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -5006979.000000 Penalty: 5244.313477
	Iteration 12Q: 3 clusters Score -5006979 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -5007326.500000 Penalty: 5244.313477
	Iteration 13Q: 3 clusters Score -5007326 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -5007512.000000 Penalty: 5244.313477
	Iteration 14Q: 3 clusters Score -5007512 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -5007606.500000 Penalty: 5244.313477
	Iteration 15Q: 3 clusters Score -5007606 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -5007682.500000 Penalty: 5244.313477
	Iteration 16Q: 3 clusters Score -5007682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -5007720.500000 Penalty: 5244.313477
	Iteration 17Q: 3 clusters Score -5007720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -5007734.500000 Penalty: 5244.313477
	Iteration 18Q: 3 clusters Score -5007734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -5007750.000000 Penalty: 5244.313477
	Iteration 19Q: 3 clusters Score -5007750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -5007764.500000 Penalty: 5244.313477
	Iteration 20F: 3 clusters Score -5007764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -5007769.000000 Penalty: 5244.313477
	Iteration 21Q: 3 clusters Score -5007769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -5007773.000000 Penalty: 5244.313477
	Iteration 22Q: 3 clusters Score -5007773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -5007780.000000 Penalty: 5244.313477
	Iteration 23Q: 3 clusters Score -5007780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -5007776.000000 Penalty: 5244.313477
	Iteration 24Q: 3 clusters Score -5007776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -5007778.500000 Penalty: 5244.313477
	Iteration 25Q: 3 clusters Score -5007778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -5007783.500000 Penalty: 5244.313477
	Iteration 26Q: 3 clusters Score -5007784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -5007790.500000 Penalty: 5244.313477
	Iteration 27Q: 3 clusters Score -5007790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -5007795.500000 Penalty: 5244.313477
	Iteration 28Q: 3 clusters Score -5007796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -5007797.000000 Penalty: 5244.313477
	Iteration 29Q: 3 clusters Score -5007797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -5007795.500000 Penalty: 5244.313477
	Iteration 30Q: 3 clusters Score -5007796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -5007796.000000 Penalty: 5244.313477
	Iteration 31Q: 3 clusters Score -5007796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -5007799.500000 Penalty: 5244.313477
	Iteration 32Q: 3 clusters Score -5007800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -5007797.500000 Penalty: 5244.313477
	Iteration 33Q: 3 clusters Score -5007798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -5007801.000000 Penalty: 5244.313477
	Iteration 34Q: 3 clusters Score -5007801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -5007801.500000 Penalty: 5244.313477
	Iteration 35Q: 3 clusters Score -5007802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -5007801.500000 Penalty: 5244.313477
	Iteration 36F: 3 clusters Score -5007802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (166322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166322 members 
Entering Unmasked Estep 
Score: -21605376.000000 Penalty: 2981.376953
	Iteration 0F: 2 clusters Score -2.160538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83260 members 
Mstep: Class 2 contains 83062 members 
Entering Unmasked Estep 
Score: -21497770.000000 Penalty: 5962.753906
	Iteration 0F: 3 clusters Score -2.149777e+07 nChanged 79607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84195 members 
Mstep: Class 2 contains 82127 members 
Entering Unmasked Estep 
Score: -21544812.000000 Penalty: 5962.753906
	Iteration 1F: 3 clusters Score -2.154481e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84835 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
Score: -21546866.000000 Penalty: 5962.753906
	Iteration 2Q: 3 clusters Score -2.154687e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 80337 members 
Entering Unmasked Estep 
Score: -21550076.000000 Penalty: 5962.753906
	Iteration 3Q: 3 clusters Score -2.155008e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87383 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -21554536.000000 Penalty: 5962.753906
	Iteration 4F: 3 clusters Score -2.155454e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89036 members 
Mstep: Class 2 contains 77286 members 
Entering Unmasked Estep 
Score: -21561080.000000 Penalty: 5962.753906
	Iteration 5F: 3 clusters Score -2.156108e+07 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90562 members 
Mstep: Class 2 contains 75760 members 
Entering Unmasked Estep 
Score: -21570018.000000 Penalty: 5962.753906
	Iteration 6F: 3 clusters Score -2.157002e+07 nChanged 11910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91512 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -21578336.000000 Penalty: 5962.753906
	Iteration 7F: 3 clusters Score -2.157834e+07 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91781 members 
Mstep: Class 2 contains 74541 members 
Entering Unmasked Estep 
Score: -21584206.000000 Penalty: 5962.753906
	Iteration 8F: 3 clusters Score -2.158421e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 74758 members 
Entering Unmasked Estep 
Score: -21587666.000000 Penalty: 5962.753906
	Iteration 9Q: 3 clusters Score -2.158767e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91233 members 
Mstep: Class 2 contains 75089 members 
Entering Unmasked Estep 
Score: -21589314.000000 Penalty: 5962.753906
	Iteration 10Q: 3 clusters Score -2.158931e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90935 members 
Mstep: Class 2 contains 75387 members 
Entering Unmasked Estep 
Score: -21590046.000000 Penalty: 5962.753906
	Iteration 11Q: 3 clusters Score -2.159005e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90590 members 
Mstep: Class 2 contains 75732 members 
Entering Unmasked Estep 
Score: -21590380.000000 Penalty: 5962.753906
	Iteration 12Q: 3 clusters Score -2.159038e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90241 members 
Mstep: Class 2 contains 76081 members 
Entering Unmasked Estep 
Score: -21590630.000000 Penalty: 5962.753906
	Iteration 13Q: 3 clusters Score -2.159063e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89886 members 
Mstep: Class 2 contains 76436 members 
Entering Unmasked Estep 
Score: -21590828.000000 Penalty: 5962.753906
	Iteration 14Q: 3 clusters Score -2.159083e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 76837 members 
Entering Unmasked Estep 
Score: -21591048.000000 Penalty: 5962.753906
	Iteration 15Q: 3 clusters Score -2.159105e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89050 members 
Mstep: Class 2 contains 77272 members 
Entering Unmasked Estep 
Score: -21591188.000000 Penalty: 5962.753906
	Iteration 16Q: 3 clusters Score -2.159119e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 77735 members 
Entering Unmasked Estep 
Score: -21591286.000000 Penalty: 5962.753906
	Iteration 17Q: 3 clusters Score -2.159129e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88100 members 
Mstep: Class 2 contains 78222 members 
Entering Unmasked Estep 
Score: -21591390.000000 Penalty: 5962.753906
	Iteration 18Q: 3 clusters Score -2.159139e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87610 members 
Mstep: Class 2 contains 78712 members 
Entering Unmasked Estep 
Score: -21591450.000000 Penalty: 5962.753906
	Iteration 19Q: 3 clusters Score -2.159145e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87061 members 
Mstep: Class 2 contains 79261 members 
Entering Unmasked Estep 
Score: -21591494.000000 Penalty: 5962.753906
	Iteration 20F: 3 clusters Score -2.159149e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86514 members 
Mstep: Class 2 contains 79808 members 
Entering Unmasked Estep 
Score: -21591624.000000 Penalty: 5962.753906
	Iteration 21Q: 3 clusters Score -2.159162e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85958 members 
Mstep: Class 2 contains 80364 members 
Entering Unmasked Estep 
Score: -21591694.000000 Penalty: 5962.753906
	Iteration 22Q: 3 clusters Score -2.159169e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85386 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -21591714.000000 Penalty: 5962.753906
	Iteration 23Q: 3 clusters Score -2.159171e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84833 members 
Mstep: Class 2 contains 81489 members 
Entering Unmasked Estep 
Score: -21591694.000000 Penalty: 5962.753906
	Iteration 24Q: 3 clusters Score -2.159169e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84277 members 
Mstep: Class 2 contains 82045 members 
Entering Unmasked Estep 
Score: -21591814.000000 Penalty: 5962.753906
	Iteration 25Q: 3 clusters Score -2.159181e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83748 members 
Mstep: Class 2 contains 82574 members 
Entering Unmasked Estep 
Score: -21591870.000000 Penalty: 5962.753906
	Iteration 26Q: 3 clusters Score -2.159187e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83220 members 
Mstep: Class 2 contains 83102 members 
Entering Unmasked Estep 
Score: -21591920.000000 Penalty: 5962.753906
	Iteration 27Q: 3 clusters Score -2.159192e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 83627 members 
Entering Unmasked Estep 
Score: -21591956.000000 Penalty: 5962.753906
	Iteration 28Q: 3 clusters Score -2.159196e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82151 members 
Mstep: Class 2 contains 84171 members 
Entering Unmasked Estep 
Score: -21592010.000000 Penalty: 5962.753906
	Iteration 29Q: 3 clusters Score -2.159201e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 84732 members 
Entering Unmasked Estep 
Score: -21592060.000000 Penalty: 5962.753906
	Iteration 30Q: 3 clusters Score -2.159206e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81030 members 
Mstep: Class 2 contains 85292 members 
Entering Unmasked Estep 
Score: -21592154.000000 Penalty: 5962.753906
	Iteration 31Q: 3 clusters Score -2.159215e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 85814 members 
Entering Unmasked Estep 
Score: -21592182.000000 Penalty: 5962.753906
	Iteration 32Q: 3 clusters Score -2.159218e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 86385 members 
Entering Unmasked Estep 
Score: -21592156.000000 Penalty: 5962.753906
	Iteration 33Q: 3 clusters Score -2.159216e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79376 members 
Mstep: Class 2 contains 86946 members 
Entering Unmasked Estep 
Score: -21592356.000000 Penalty: 5962.753906
	Iteration 34Q: 3 clusters Score -2.159236e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78825 members 
Mstep: Class 2 contains 87497 members 
Entering Unmasked Estep 
Score: -21592392.000000 Penalty: 5962.753906
	Iteration 35Q: 3 clusters Score -2.159239e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78259 members 
Mstep: Class 2 contains 88063 members 
Entering Unmasked Estep 
Score: -21592460.000000 Penalty: 5962.753906
	Iteration 36Q: 3 clusters Score -2.159246e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77743 members 
Mstep: Class 2 contains 88579 members 
Entering Unmasked Estep 
Score: -21592502.000000 Penalty: 5962.753906
	Iteration 37Q: 3 clusters Score -2.15925e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77185 members 
Mstep: Class 2 contains 89137 members 
Entering Unmasked Estep 
Score: -21592514.000000 Penalty: 5962.753906
	Iteration 38Q: 3 clusters Score -2.159251e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76648 members 
Mstep: Class 2 contains 89674 members 
Entering Unmasked Estep 
Score: -21592498.000000 Penalty: 5962.753906
	Iteration 39Q: 3 clusters Score -2.15925e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76131 members 
Mstep: Class 2 contains 90191 members 
Entering Unmasked Estep 
Score: -21592556.000000 Penalty: 5962.753906
	Iteration 40F: 3 clusters Score -2.159256e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75546 members 
Mstep: Class 2 contains 90776 members 
Entering Unmasked Estep 
Score: -21592588.000000 Penalty: 5962.753906
	Iteration 41Q: 3 clusters Score -2.159259e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74953 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -21592724.000000 Penalty: 5962.753906
	Iteration 42Q: 3 clusters Score -2.159272e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74330 members 
Mstep: Class 2 contains 91992 members 
Entering Unmasked Estep 
Score: -21592806.000000 Penalty: 5962.753906
	Iteration 43Q: 3 clusters Score -2.159281e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 92628 members 
Entering Unmasked Estep 
Score: -21592792.000000 Penalty: 5962.753906
	Iteration 44Q: 3 clusters Score -2.159279e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73025 members 
Mstep: Class 2 contains 93297 members 
Entering Unmasked Estep 
Score: -21592840.000000 Penalty: 5962.753906
	Iteration 45Q: 3 clusters Score -2.159284e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 93964 members 
Entering Unmasked Estep 
Score: -21592914.000000 Penalty: 5962.753906
	Iteration 46Q: 3 clusters Score -2.159291e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71686 members 
Mstep: Class 2 contains 94636 members 
Entering Unmasked Estep 
Score: -21592994.000000 Penalty: 5962.753906
	Iteration 47Q: 3 clusters Score -2.159299e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70999 members 
Mstep: Class 2 contains 95323 members 
Entering Unmasked Estep 
Score: -21593066.000000 Penalty: 5962.753906
	Iteration 48Q: 3 clusters Score -2.159307e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70337 members 
Mstep: Class 2 contains 95985 members 
Entering Unmasked Estep 
Score: -21593126.000000 Penalty: 5962.753906
	Iteration 49Q: 3 clusters Score -2.159313e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69669 members 
Mstep: Class 2 contains 96653 members 
Entering Unmasked Estep 
Score: -21593156.000000 Penalty: 5962.753906
	Iteration 50Q: 3 clusters Score -2.159316e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68972 members 
Mstep: Class 2 contains 97350 members 
Entering Unmasked Estep 
Score: -21593140.000000 Penalty: 5962.753906
	Iteration 51Q: 3 clusters Score -2.159314e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68205 members 
Mstep: Class 2 contains 98117 members 
Entering Unmasked Estep 
Score: -21593260.000000 Penalty: 5962.753906
	Iteration 52Q: 3 clusters Score -2.159326e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67430 members 
Mstep: Class 2 contains 98892 members 
Entering Unmasked Estep 
Score: -21593362.000000 Penalty: 5962.753906
	Iteration 53Q: 3 clusters Score -2.159336e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66651 members 
Mstep: Class 2 contains 99671 members 
Entering Unmasked Estep 
Score: -21593450.000000 Penalty: 5962.753906
	Iteration 54Q: 3 clusters Score -2.159345e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 100498 members 
Entering Unmasked Estep 
Score: -21593486.000000 Penalty: 5962.753906
	Iteration 55Q: 3 clusters Score -2.159349e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64960 members 
Mstep: Class 2 contains 101362 members 
Entering Unmasked Estep 
Score: -21593526.000000 Penalty: 5962.753906
	Iteration 56Q: 3 clusters Score -2.159353e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 102169 members 
Entering Unmasked Estep 
Score: -21593536.000000 Penalty: 5962.753906
	Iteration 57Q: 3 clusters Score -2.159354e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 103028 members 
Entering Unmasked Estep 
Score: -21593698.000000 Penalty: 5962.753906
	Iteration 58Q: 3 clusters Score -2.15937e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62413 members 
Mstep: Class 2 contains 103909 members 
Entering Unmasked Estep 
Score: -21593842.000000 Penalty: 5962.753906
	Iteration 59Q: 3 clusters Score -2.159384e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 104801 members 
Entering Unmasked Estep 
Score: -21593954.000000 Penalty: 5962.753906
	Iteration 60F: 3 clusters Score -2.159395e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 105714 members 
Entering Unmasked Estep 
Score: -21594106.000000 Penalty: 5962.753906
	Iteration 61Q: 3 clusters Score -2.159411e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 106635 members 
Entering Unmasked Estep 
Score: -21594166.000000 Penalty: 5962.753906
	Iteration 62Q: 3 clusters Score -2.159417e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 107527 members 
Entering Unmasked Estep 
Score: -21594222.000000 Penalty: 5962.753906
	Iteration 63Q: 3 clusters Score -2.159422e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 108435 members 
Entering Unmasked Estep 
Score: -21594360.000000 Penalty: 5962.753906
	Iteration 64Q: 3 clusters Score -2.159436e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 109319 members 
Entering Unmasked Estep 
Score: -21594466.000000 Penalty: 5962.753906
	Iteration 65Q: 3 clusters Score -2.159447e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56143 members 
Mstep: Class 2 contains 110179 members 
Entering Unmasked Estep 
Score: -21594528.000000 Penalty: 5962.753906
	Iteration 66Q: 3 clusters Score -2.159453e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 111061 members 
Entering Unmasked Estep 
Score: -21594714.000000 Penalty: 5962.753906
	Iteration 67Q: 3 clusters Score -2.159471e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 111975 members 
Entering Unmasked Estep 
Score: -21594760.000000 Penalty: 5962.753906
	Iteration 68Q: 3 clusters Score -2.159476e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 112952 members 
Entering Unmasked Estep 
Score: -21594844.000000 Penalty: 5962.753906
	Iteration 69Q: 3 clusters Score -2.159484e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 113883 members 
Entering Unmasked Estep 
Score: -21594940.000000 Penalty: 5962.753906
	Iteration 70Q: 3 clusters Score -2.159494e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 114790 members 
Entering Unmasked Estep 
Score: -21594934.000000 Penalty: 5962.753906
	Iteration 71Q: 3 clusters Score -2.159493e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 115699 members 
Entering Unmasked Estep 
Score: -21595076.000000 Penalty: 5962.753906
	Iteration 72Q: 3 clusters Score -2.159508e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 116638 members 
Entering Unmasked Estep 
Score: -21595172.000000 Penalty: 5962.753906
	Iteration 73Q: 3 clusters Score -2.159517e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 117591 members 
Entering Unmasked Estep 
Score: -21595282.000000 Penalty: 5962.753906
	Iteration 74Q: 3 clusters Score -2.159528e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 118586 members 
Entering Unmasked Estep 
Score: -21595342.000000 Penalty: 5962.753906
	Iteration 75Q: 3 clusters Score -2.159534e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 119553 members 
Entering Unmasked Estep 
Score: -21595512.000000 Penalty: 5962.753906
	Iteration 76Q: 3 clusters Score -2.159551e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 120562 members 
Entering Unmasked Estep 
Score: -21595620.000000 Penalty: 5962.753906
	Iteration 77Q: 3 clusters Score -2.159562e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 121611 members 
Entering Unmasked Estep 
Score: -21595772.000000 Penalty: 5962.753906
	Iteration 78Q: 3 clusters Score -2.159577e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 122670 members 
Entering Unmasked Estep 
Score: -21596082.000000 Penalty: 5962.753906
	Iteration 79Q: 3 clusters Score -2.159608e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 123771 members 
Entering Unmasked Estep 
Score: -21596296.000000 Penalty: 5962.753906
	Iteration 80F: 3 clusters Score -2.15963e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 124937 members 
Entering Unmasked Estep 
Score: -21596480.000000 Penalty: 5962.753906
	Iteration 81Q: 3 clusters Score -2.159648e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 126069 members 
Entering Unmasked Estep 
Score: -21596708.000000 Penalty: 5962.753906
	Iteration 82Q: 3 clusters Score -2.159671e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 127203 members 
Entering Unmasked Estep 
Score: -21596906.000000 Penalty: 5962.753906
	Iteration 83Q: 3 clusters Score -2.159691e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 128439 members 
Entering Unmasked Estep 
Score: -21597088.000000 Penalty: 5962.753906
	Iteration 84Q: 3 clusters Score -2.159709e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 129689 members 
Entering Unmasked Estep 
Score: -21597464.000000 Penalty: 5962.753906
	Iteration 85Q: 3 clusters Score -2.159746e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 131012 members 
Entering Unmasked Estep 
Score: -21597872.000000 Penalty: 5962.753906
	Iteration 86Q: 3 clusters Score -2.159787e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 132256 members 
Entering Unmasked Estep 
Score: -21598354.000000 Penalty: 5962.753906
	Iteration 87Q: 3 clusters Score -2.159835e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 133541 members 
Entering Unmasked Estep 
Score: -21598814.000000 Penalty: 5962.753906
	Iteration 88Q: 3 clusters Score -2.159881e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 134880 members 
Entering Unmasked Estep 
Score: -21599424.000000 Penalty: 5962.753906
	Iteration 89Q: 3 clusters Score -2.159942e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 136271 members 
Entering Unmasked Estep 
Score: -21600138.000000 Penalty: 5962.753906
	Iteration 90Q: 3 clusters Score -2.160014e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 137655 members 
Entering Unmasked Estep 
Score: -21600762.000000 Penalty: 5962.753906
	Iteration 91Q: 3 clusters Score -2.160076e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 139012 members 
Entering Unmasked Estep 
Score: -21601572.000000 Penalty: 5962.753906
	Iteration 92Q: 3 clusters Score -2.160157e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 140221 members 
Entering Unmasked Estep 
Score: -21601996.000000 Penalty: 5962.753906
	Iteration 93Q: 3 clusters Score -2.1602e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 141324 members 
Entering Unmasked Estep 
Score: -21602318.000000 Penalty: 5962.753906
	Iteration 94Q: 3 clusters Score -2.160232e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 142338 members 
Entering Unmasked Estep 
Score: -21602470.000000 Penalty: 5962.753906
	Iteration 95Q: 3 clusters Score -2.160247e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 143299 members 
Entering Unmasked Estep 
Score: -21602656.000000 Penalty: 5962.753906
	Iteration 96Q: 3 clusters Score -2.160266e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 144224 members 
Entering Unmasked Estep 
Score: -21602900.000000 Penalty: 5962.753906
	Iteration 97Q: 3 clusters Score -2.16029e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 145094 members 
Entering Unmasked Estep 
Score: -21603070.000000 Penalty: 5962.753906
	Iteration 98Q: 3 clusters Score -2.160307e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 145923 members 
Entering Unmasked Estep 
Score: -21603202.000000 Penalty: 5962.753906
	Iteration 99Q: 3 clusters Score -2.16032e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 146710 members 
Entering Unmasked Estep 
Score: -21603398.000000 Penalty: 5962.753906
	Iteration 100F: 3 clusters Score -2.16034e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 147494 members 
Entering Unmasked Estep 
Score: -21603462.000000 Penalty: 5962.753906
	Iteration 101Q: 3 clusters Score -2.160346e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 148290 members 
Entering Unmasked Estep 
Score: -21603556.000000 Penalty: 5962.753906
	Iteration 102Q: 3 clusters Score -2.160356e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 149033 members 
Entering Unmasked Estep 
Score: -21603596.000000 Penalty: 5962.753906
	Iteration 103Q: 3 clusters Score -2.16036e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 149720 members 
Entering Unmasked Estep 
Score: -21603678.000000 Penalty: 5962.753906
	Iteration 104Q: 3 clusters Score -2.160368e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 150402 members 
Entering Unmasked Estep 
Score: -21603814.000000 Penalty: 5962.753906
	Iteration 105Q: 3 clusters Score -2.160381e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 151048 members 
Entering Unmasked Estep 
Score: -21603910.000000 Penalty: 5962.753906
	Iteration 106Q: 3 clusters Score -2.160391e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 151659 members 
Entering Unmasked Estep 
Score: -21604032.000000 Penalty: 5962.753906
	Iteration 107Q: 3 clusters Score -2.160403e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 152240 members 
Entering Unmasked Estep 
Score: -21604012.000000 Penalty: 5962.753906
	Iteration 108Q: 3 clusters Score -2.160401e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 152811 members 
Entering Unmasked Estep 
Score: -21604174.000000 Penalty: 5962.753906
	Iteration 109Q: 3 clusters Score -2.160417e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 153358 members 
Entering Unmasked Estep 
Score: -21604246.000000 Penalty: 5962.753906
	Iteration 110Q: 3 clusters Score -2.160425e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 153861 members 
Entering Unmasked Estep 
Score: -21604392.000000 Penalty: 5962.753906
	Iteration 111Q: 3 clusters Score -2.160439e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 154364 members 
Entering Unmasked Estep 
Score: -21604400.000000 Penalty: 5962.753906
	Iteration 112Q: 3 clusters Score -2.16044e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 154856 members 
Entering Unmasked Estep 
Score: -21604528.000000 Penalty: 5962.753906
	Iteration 113Q: 3 clusters Score -2.160453e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 155376 members 
Entering Unmasked Estep 
Score: -21604664.000000 Penalty: 5962.753906
	Iteration 114Q: 3 clusters Score -2.160466e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 155877 members 
Entering Unmasked Estep 
Score: -21604838.000000 Penalty: 5962.753906
	Iteration 115Q: 3 clusters Score -2.160484e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 156370 members 
Entering Unmasked Estep 
Score: -21605094.000000 Penalty: 5962.753906
	Iteration 116Q: 3 clusters Score -2.160509e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 156849 members 
Entering Unmasked Estep 
Score: -21605506.000000 Penalty: 5962.753906
	Iteration 117Q: 3 clusters Score -2.160551e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 157346 members 
Entering Unmasked Estep 
Score: -21606028.000000 Penalty: 5962.753906
	Iteration 118Q: 3 clusters Score -2.160603e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 157756 members 
Entering Unmasked Estep 
Score: -21606554.000000 Penalty: 5962.753906
	Iteration 119Q: 3 clusters Score -2.160655e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 158081 members 
Entering Unmasked Estep 
Score: -21607014.000000 Penalty: 5962.753906
	Iteration 120F: 3 clusters Score -2.160701e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 158302 members 
Entering Unmasked Estep 
Score: -21607272.000000 Penalty: 5962.753906
	Iteration 121Q: 3 clusters Score -2.160727e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 158438 members 
Entering Unmasked Estep 
Score: -21607364.000000 Penalty: 5962.753906
	Iteration 122Q: 3 clusters Score -2.160736e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 158531 members 
Entering Unmasked Estep 
Score: -21607396.000000 Penalty: 5962.753906
	Iteration 123Q: 3 clusters Score -2.16074e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 158607 members 
Entering Unmasked Estep 
Score: -21607442.000000 Penalty: 5962.753906
	Iteration 124Q: 3 clusters Score -2.160744e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 158663 members 
Entering Unmasked Estep 
Score: -21607460.000000 Penalty: 5962.753906
	Iteration 125Q: 3 clusters Score -2.160746e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 158711 members 
Entering Unmasked Estep 
Score: -21607480.000000 Penalty: 5962.753906
	Iteration 126Q: 3 clusters Score -2.160748e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 158745 members 
Entering Unmasked Estep 
Score: -21607512.000000 Penalty: 5962.753906
	Iteration 127Q: 3 clusters Score -2.160751e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 158774 members 
Entering Unmasked Estep 
Score: -21607504.000000 Penalty: 5962.753906
	Iteration 128Q: 3 clusters Score -2.16075e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 158795 members 
Entering Unmasked Estep 
Score: -21607518.000000 Penalty: 5962.753906
	Iteration 129Q: 3 clusters Score -2.160752e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 158804 members 
Entering Unmasked Estep 
Score: -21607528.000000 Penalty: 5962.753906
	Iteration 130Q: 3 clusters Score -2.160753e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 158803 members 
Entering Unmasked Estep 
Score: -21607512.000000 Penalty: 5962.753906
	Iteration 131Q: 3 clusters Score -2.160751e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 158811 members 
Entering Unmasked Estep 
Score: -21607520.000000 Penalty: 5962.753906
	Iteration 132Q: 3 clusters Score -2.160752e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 158820 members 
Entering Unmasked Estep 
Score: -21607494.000000 Penalty: 5962.753906
	Iteration 133Q: 3 clusters Score -2.160749e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 158828 members 
Entering Unmasked Estep 
Score: -21607494.000000 Penalty: 5962.753906
	Iteration 134Q: 3 clusters Score -2.160749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 158833 members 
Entering Unmasked Estep 
Score: -21607488.000000 Penalty: 5962.753906
	Iteration 135Q: 3 clusters Score -2.160749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 158836 members 
Entering Unmasked Estep 
Score: -21607496.000000 Penalty: 5962.753906
	Iteration 136Q: 3 clusters Score -2.16075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 158837 members 
Entering Unmasked Estep 
Score: -21607498.000000 Penalty: 5962.753906
	Iteration 137Q: 3 clusters Score -2.16075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 158837 members 
Entering Unmasked Estep 
Score: -21607498.000000 Penalty: 5962.753906
	Iteration 138Q: 3 clusters Score -2.16075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 158836 members 
Entering Unmasked Estep 
Score: -21607490.000000 Penalty: 5962.753906
	Iteration 139Q: 3 clusters Score -2.160749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 158836 members 
Entering Unmasked Estep 
Score: -21607490.000000 Penalty: 5962.753906
	Iteration 140F: 3 clusters Score -2.160749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 5248 members 
Mstep: Class 5 contains 4976 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 276129 members 
Mstep: Class 8 contains 13727 members 
Mstep: Class 9 contains 31325 members 
Mstep: Class 10 contains 158836 members 
Mstep: Class 11 contains 5530 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 61181 members 
Mstep: Class 15 contains 42019 members 
Mstep: Class 16 contains 15198 members 
Mstep: Class 17 contains 8047 members 
Mstep: Class 18 contains 29205 members 
Entering Unmasked Estep 
Score: -90824832.000000 Penalty: 60185.359375
Splitting cluster 2 changes total score from -90822888.000000 to -90824832.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 3 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -149151.000000 Penalty: 1778.570801
	Iteration 0F: 2 clusters Score -149151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -147049.781250 Penalty: 3557.141602
	Iteration 0F: 3 clusters Score -147049.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -147457.593750 Penalty: 3557.141602
	Iteration 1F: 3 clusters Score -147457.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -147595.234375 Penalty: 3557.141602
	Iteration 2F: 3 clusters Score -147595.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -147651.625000 Penalty: 3557.141602
	Iteration 3Q: 3 clusters Score -147651.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -147693.375000 Penalty: 3557.141602
	Iteration 4Q: 3 clusters Score -147693.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -147718.875000 Penalty: 3557.141602
	Iteration 5Q: 3 clusters Score -147718.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -147733.562500 Penalty: 3557.141602
	Iteration 6Q: 3 clusters Score -147733.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -147739.078125 Penalty: 3557.141602
	Iteration 7Q: 3 clusters Score -147739.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -147742.296875 Penalty: 3557.141602
	Iteration 8Q: 3 clusters Score -147742.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -147743.390625 Penalty: 3557.141602
	Iteration 9Q: 3 clusters Score -147743.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -147745.031250 Penalty: 3557.141602
	Iteration 10Q: 3 clusters Score -147745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -147745.031250 Penalty: 3557.141602
	Iteration 11F: 3 clusters Score -147745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Entering Unmasked Estep 
Score: -688326.000000 Penalty: 2124.269287
	Iteration 0F: 2 clusters Score -688326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -683657.000000 Penalty: 4248.538574
	Iteration 0F: 3 clusters Score -683657 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -684755.687500 Penalty: 4248.538574
	Iteration 1F: 3 clusters Score -684755.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -684958.750000 Penalty: 4248.538574
	Iteration 2F: 3 clusters Score -684958.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -685078.250000 Penalty: 4248.538574
	Iteration 3Q: 3 clusters Score -685078.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -685153.062500 Penalty: 4248.538574
	Iteration 4Q: 3 clusters Score -685153.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -685198.375000 Penalty: 4248.538574
	Iteration 5Q: 3 clusters Score -685198.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -685229.250000 Penalty: 4248.538574
	Iteration 6Q: 3 clusters Score -685229.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -685262.000000 Penalty: 4248.538574
	Iteration 7Q: 3 clusters Score -685262 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -685287.250000 Penalty: 4248.538574
	Iteration 8Q: 3 clusters Score -685287.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -685306.062500 Penalty: 4248.538574
	Iteration 9Q: 3 clusters Score -685306.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -685323.687500 Penalty: 4248.538574
	Iteration 10Q: 3 clusters Score -685323.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -685345.625000 Penalty: 4248.538574
	Iteration 11Q: 3 clusters Score -685345.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -685361.562500 Penalty: 4248.538574
	Iteration 12Q: 3 clusters Score -685361.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -685375.312500 Penalty: 4248.538574
	Iteration 13Q: 3 clusters Score -685375.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -685385.000000 Penalty: 4248.538574
	Iteration 14Q: 3 clusters Score -685385 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -685399.875000 Penalty: 4248.538574
	Iteration 15Q: 3 clusters Score -685399.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -685413.500000 Penalty: 4248.538574
	Iteration 16Q: 3 clusters Score -685413.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -685421.437500 Penalty: 4248.538574
	Iteration 17Q: 3 clusters Score -685421.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -685428.562500 Penalty: 4248.538574
	Iteration 18Q: 3 clusters Score -685428.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -685436.500000 Penalty: 4248.538574
	Iteration 19Q: 3 clusters Score -685436.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -685444.000000 Penalty: 4248.538574
	Iteration 20F: 3 clusters Score -685444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -685452.000000 Penalty: 4248.538574
	Iteration 21Q: 3 clusters Score -685452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -685455.562500 Penalty: 4248.538574
	Iteration 22Q: 3 clusters Score -685455.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -685463.062500 Penalty: 4248.538574
	Iteration 23Q: 3 clusters Score -685463.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -685470.062500 Penalty: 4248.538574
	Iteration 24Q: 3 clusters Score -685470.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -685476.250000 Penalty: 4248.538574
	Iteration 25Q: 3 clusters Score -685476.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -685484.437500 Penalty: 4248.538574
	Iteration 26Q: 3 clusters Score -685484.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -685491.500000 Penalty: 4248.538574
	Iteration 27Q: 3 clusters Score -685491.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -685496.312500 Penalty: 4248.538574
	Iteration 28Q: 3 clusters Score -685496.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -685500.000000 Penalty: 4248.538574
	Iteration 29Q: 3 clusters Score -685500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -685500.500000 Penalty: 4248.538574
	Iteration 30Q: 3 clusters Score -685500.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -685504.125000 Penalty: 4248.538574
	Iteration 31Q: 3 clusters Score -685504.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -685506.062500 Penalty: 4248.538574
	Iteration 32Q: 3 clusters Score -685506.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -685508.875000 Penalty: 4248.538574
	Iteration 33Q: 3 clusters Score -685508.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -685510.500000 Penalty: 4248.538574
	Iteration 34Q: 3 clusters Score -685510.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -685512.812500 Penalty: 4248.538574
	Iteration 35Q: 3 clusters Score -685512.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -685515.000000 Penalty: 4248.538574
	Iteration 36Q: 3 clusters Score -685515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -685515.312500 Penalty: 4248.538574
	Iteration 37Q: 3 clusters Score -685515.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -685515.437500 Penalty: 4248.538574
	Iteration 38Q: 3 clusters Score -685515.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -685517.125000 Penalty: 4248.538574
	Iteration 39Q: 3 clusters Score -685517.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -685518.312500 Penalty: 4248.538574
	Iteration 40F: 3 clusters Score -685518.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -615926.125000 Penalty: 2111.070557
	Iteration 0F: 2 clusters Score -615926.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -611539.562500 Penalty: 4222.141113
	Iteration 0F: 3 clusters Score -611539.6 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -613125.062500 Penalty: 4222.141113
	Iteration 1F: 3 clusters Score -613125.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -613813.062500 Penalty: 4222.141113
	Iteration 2F: 3 clusters Score -613813.1 nChanged 449
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: -614410.687500 Penalty: 4222.141113
	Iteration 3F: 3 clusters Score -614410.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -615068.375000 Penalty: 4222.141113
	Iteration 4F: 3 clusters Score -615068.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -615839.937500 Penalty: 4222.141113
	Iteration 5F: 3 clusters Score -615839.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -617122.000000 Penalty: 4222.141113
	Iteration 6F: 3 clusters Score -617122 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -617883.812500 Penalty: 4222.141113
	Iteration 7F: 3 clusters Score -617883.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -618279.687500 Penalty: 4222.141113
	Iteration 8Q: 3 clusters Score -618279.7 nChanged 84
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: -618457.062500 Penalty: 4222.141113
	Iteration 9Q: 3 clusters Score -618457.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -618572.687500 Penalty: 4222.141113
	Iteration 10Q: 3 clusters Score -618572.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -618640.062500 Penalty: 4222.141113
	Iteration 11Q: 3 clusters Score -618640.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -618652.125000 Penalty: 4222.141113
	Iteration 12Q: 3 clusters Score -618652.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -618658.625000 Penalty: 4222.141113
	Iteration 13Q: 3 clusters Score -618658.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -618660.625000 Penalty: 4222.141113
	Iteration 14Q: 3 clusters Score -618660.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -618660.625000 Penalty: 4222.141113
	Iteration 15F: 3 clusters Score -618660.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 5248 members 
Mstep: Class 5 contains 4543 members 
Mstep: Class 6 contains 1384 members 
Mstep: Class 7 contains 276129 members 
Mstep: Class 8 contains 13727 members 
Mstep: Class 9 contains 31325 members 
Mstep: Class 10 contains 158836 members 
Mstep: Class 11 contains 5530 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 61181 members 
Mstep: Class 15 contains 42019 members 
Mstep: Class 16 contains 15198 members 
Mstep: Class 17 contains 8047 members 
Mstep: Class 18 contains 29205 members 
Mstep: Class 19 contains 433 members 
Entering Unmasked Estep 
Score: -90826104.000000 Penalty: 63528.992188
Splitting cluster 5 changes total score from -90822888.000000 to -90826104.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 6 (1384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Entering Unmasked Estep 
Score: -147514.671875 Penalty: 1793.717896
	Iteration 0F: 2 clusters Score -147514.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -145516.390625 Penalty: 3587.435791
	Iteration 0F: 3 clusters Score -145516.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -146540.609375 Penalty: 3587.435791
	Iteration 1F: 3 clusters Score -146540.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -147274.984375 Penalty: 3587.435791
	Iteration 2F: 3 clusters Score -147275 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -147805.265625 Penalty: 3587.435791
	Iteration 3F: 3 clusters Score -147805.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -148097.531250 Penalty: 3587.435791
	Iteration 4F: 3 clusters Score -148097.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -148240.937500 Penalty: 3587.435791
	Iteration 5Q: 3 clusters Score -148240.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -148315.640625 Penalty: 3587.435791
	Iteration 6Q: 3 clusters Score -148315.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -148346.984375 Penalty: 3587.435791
	Iteration 7Q: 3 clusters Score -148347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -148405.078125 Penalty: 3587.435791
	Iteration 8Q: 3 clusters Score -148405.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -148459.890625 Penalty: 3587.435791
	Iteration 9Q: 3 clusters Score -148459.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -148463.265625 Penalty: 3587.435791
	Iteration 10Q: 3 clusters Score -148463.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -148463.265625 Penalty: 3587.435791
	Iteration 11F: 3 clusters Score -148463.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 5248 members 
Mstep: Class 5 contains 4543 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 276129 members 
Mstep: Class 8 contains 13727 members 
Mstep: Class 9 contains 31325 members 
Mstep: Class 10 contains 158836 members 
Mstep: Class 11 contains 5530 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 61181 members 
Mstep: Class 15 contains 42019 members 
Mstep: Class 16 contains 15198 members 
Mstep: Class 17 contains 8047 members 
Mstep: Class 18 contains 29205 members 
Mstep: Class 19 contains 433 members 
Mstep: Class 20 contains 784 members 
Entering Unmasked Estep 
Score: -90825560.000000 Penalty: 66872.625000
Splitting cluster 6 changes total score from -90822888.000000 to -90825560.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (276129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276129 members 
Entering Unmasked Estep 
Score: -35929784.000000 Penalty: 3107.098633
	Iteration 0F: 2 clusters Score -3.592978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137784 members 
Mstep: Class 2 contains 138345 members 
Entering Unmasked Estep 
Score: -35760508.000000 Penalty: 6214.197266
	Iteration 0F: 3 clusters Score -3.576051e+07 nChanged 133167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132511 members 
Mstep: Class 2 contains 143618 members 
Entering Unmasked Estep 
Score: -35839476.000000 Penalty: 6214.197266
	Iteration 1F: 3 clusters Score -3.583948e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129223 members 
Mstep: Class 2 contains 146906 members 
Entering Unmasked Estep 
Score: -35840664.000000 Penalty: 6214.197266
	Iteration 2Q: 3 clusters Score -3.584066e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124254 members 
Mstep: Class 2 contains 151875 members 
Entering Unmasked Estep 
Score: -35842348.000000 Penalty: 6214.197266
	Iteration 3Q: 3 clusters Score -3.584235e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116525 members 
Mstep: Class 2 contains 159604 members 
Entering Unmasked Estep 
Score: -35845080.000000 Penalty: 6214.197266
	Iteration 4Q: 3 clusters Score -3.584508e+07 nChanged 12626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105013 members 
Mstep: Class 2 contains 171116 members 
Entering Unmasked Estep 
Score: -35850188.000000 Penalty: 6214.197266
	Iteration 5Q: 3 clusters Score -3.585019e+07 nChanged 17146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88425 members 
Mstep: Class 2 contains 187704 members 
Entering Unmasked Estep 
Score: -35860236.000000 Penalty: 6214.197266
	Iteration 6F: 3 clusters Score -3.586024e+07 nChanged 21389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Mstep: Class 2 contains 208869 members 
Entering Unmasked Estep 
Score: -35874692.000000 Penalty: 6214.197266
	Iteration 7F: 3 clusters Score -3.587469e+07 nChanged 22097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 230850 members 
Entering Unmasked Estep 
Score: -35890932.000000 Penalty: 6214.197266
	Iteration 8F: 3 clusters Score -3.589093e+07 nChanged 17465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 248239 members 
Entering Unmasked Estep 
Score: -35904868.000000 Penalty: 6214.197266
	Iteration 9F: 3 clusters Score -3.590487e+07 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 259040 members 
Entering Unmasked Estep 
Score: -35913700.000000 Penalty: 6214.197266
	Iteration 10Q: 3 clusters Score -3.59137e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 265028 members 
Entering Unmasked Estep 
Score: -35918672.000000 Penalty: 6214.197266
	Iteration 11Q: 3 clusters Score -3.591867e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 268373 members 
Entering Unmasked Estep 
Score: -35921540.000000 Penalty: 6214.197266
	Iteration 12Q: 3 clusters Score -3.592154e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 270365 members 
Entering Unmasked Estep 
Score: -35923296.000000 Penalty: 6214.197266
	Iteration 13Q: 3 clusters Score -3.59233e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 271638 members 
Entering Unmasked Estep 
Score: -35924424.000000 Penalty: 6214.197266
	Iteration 14Q: 3 clusters Score -3.592442e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 272490 members 
Entering Unmasked Estep 
Score: -35925028.000000 Penalty: 6214.197266
	Iteration 15Q: 3 clusters Score -3.592503e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 273119 members 
Entering Unmasked Estep 
Score: -35925640.000000 Penalty: 6214.197266
	Iteration 16Q: 3 clusters Score -3.592564e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 273564 members 
Entering Unmasked Estep 
Score: -35925868.000000 Penalty: 6214.197266
	Iteration 17Q: 3 clusters Score -3.592587e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 273894 members 
Entering Unmasked Estep 
Score: -35926116.000000 Penalty: 6214.197266
	Iteration 18Q: 3 clusters Score -3.592612e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 274132 members 
Entering Unmasked Estep 
Score: -35926340.000000 Penalty: 6214.197266
	Iteration 19Q: 3 clusters Score -3.592634e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 274305 members 
Entering Unmasked Estep 
Score: -35926472.000000 Penalty: 6214.197266
	Iteration 20F: 3 clusters Score -3.592647e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 274439 members 
Entering Unmasked Estep 
Score: -35926588.000000 Penalty: 6214.197266
	Iteration 21Q: 3 clusters Score -3.592659e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 274542 members 
Entering Unmasked Estep 
Score: -35926600.000000 Penalty: 6214.197266
	Iteration 22Q: 3 clusters Score -3.59266e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 274633 members 
Entering Unmasked Estep 
Score: -35926680.000000 Penalty: 6214.197266
	Iteration 23Q: 3 clusters Score -3.592668e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 274709 members 
Entering Unmasked Estep 
Score: -35926728.000000 Penalty: 6214.197266
	Iteration 24Q: 3 clusters Score -3.592673e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 274775 members 
Entering Unmasked Estep 
Score: -35926804.000000 Penalty: 6214.197266
	Iteration 25Q: 3 clusters Score -3.59268e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 274827 members 
Entering Unmasked Estep 
Score: -35926828.000000 Penalty: 6214.197266
	Iteration 26Q: 3 clusters Score -3.592683e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 274873 members 
Entering Unmasked Estep 
Score: -35926880.000000 Penalty: 6214.197266
	Iteration 27Q: 3 clusters Score -3.592688e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 274902 members 
Entering Unmasked Estep 
Score: -35926920.000000 Penalty: 6214.197266
	Iteration 28Q: 3 clusters Score -3.592692e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 274930 members 
Entering Unmasked Estep 
Score: -35926964.000000 Penalty: 6214.197266
	Iteration 29Q: 3 clusters Score -3.592696e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 274956 members 
Entering Unmasked Estep 
Score: -35927000.000000 Penalty: 6214.197266
	Iteration 30Q: 3 clusters Score -3.5927e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 274976 members 
Entering Unmasked Estep 
Score: -35926992.000000 Penalty: 6214.197266
	Iteration 31Q: 3 clusters Score -3.592699e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 275004 members 
Entering Unmasked Estep 
Score: -35927012.000000 Penalty: 6214.197266
	Iteration 32Q: 3 clusters Score -3.592701e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 275015 members 
Entering Unmasked Estep 
Score: -35927028.000000 Penalty: 6214.197266
	Iteration 33Q: 3 clusters Score -3.592703e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 275032 members 
Entering Unmasked Estep 
Score: -35927028.000000 Penalty: 6214.197266
	Iteration 34Q: 3 clusters Score -3.592703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 275037 members 
Entering Unmasked Estep 
Score: -35927036.000000 Penalty: 6214.197266
	Iteration 35Q: 3 clusters Score -3.592704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 275045 members 
Entering Unmasked Estep 
Score: -35927040.000000 Penalty: 6214.197266
	Iteration 36Q: 3 clusters Score -3.592704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 275048 members 
Entering Unmasked Estep 
Score: -35927060.000000 Penalty: 6214.197266
	Iteration 37Q: 3 clusters Score -3.592706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 275052 members 
Entering Unmasked Estep 
Score: -35927068.000000 Penalty: 6214.197266
	Iteration 38Q: 3 clusters Score -3.592707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 275053 members 
Entering Unmasked Estep 
Score: -35927068.000000 Penalty: 6214.197266
	Iteration 39Q: 3 clusters Score -3.592707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 275057 members 
Entering Unmasked Estep 
Score: -35927040.000000 Penalty: 6214.197266
	Iteration 40F: 3 clusters Score -3.592704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 275060 members 
Entering Unmasked Estep 
Score: -35927060.000000 Penalty: 6214.197266
	Iteration 41Q: 3 clusters Score -3.592706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 275065 members 
Entering Unmasked Estep 
Score: -35927084.000000 Penalty: 6214.197266
	Iteration 42Q: 3 clusters Score -3.592708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 275064 members 
Entering Unmasked Estep 
Score: -35927068.000000 Penalty: 6214.197266
	Iteration 43Q: 3 clusters Score -3.592707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 275070 members 
Entering Unmasked Estep 
Score: -35927112.000000 Penalty: 6214.197266
	Iteration 44Q: 3 clusters Score -3.592711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 275072 members 
Entering Unmasked Estep 
Score: -35927116.000000 Penalty: 6214.197266
	Iteration 45Q: 3 clusters Score -3.592712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 275075 members 
Entering Unmasked Estep 
Score: -35927116.000000 Penalty: 6214.197266
	Iteration 46Q: 3 clusters Score -3.592712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 275080 members 
Entering Unmasked Estep 
Score: -35927124.000000 Penalty: 6214.197266
	Iteration 47Q: 3 clusters Score -3.592712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 275086 members 
Entering Unmasked Estep 
Score: -35927120.000000 Penalty: 6214.197266
	Iteration 48Q: 3 clusters Score -3.592712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 275088 members 
Entering Unmasked Estep 
Score: -35927128.000000 Penalty: 6214.197266
	Iteration 49Q: 3 clusters Score -3.592713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 275091 members 
Entering Unmasked Estep 
Score: -35927136.000000 Penalty: 6214.197266
	Iteration 50Q: 3 clusters Score -3.592714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 275094 members 
Entering Unmasked Estep 
Score: -35927156.000000 Penalty: 6214.197266
	Iteration 51Q: 3 clusters Score -3.592716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 275096 members 
Entering Unmasked Estep 
Score: -35927148.000000 Penalty: 6214.197266
	Iteration 52Q: 3 clusters Score -3.592715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 275098 members 
Entering Unmasked Estep 
Score: -35927140.000000 Penalty: 6214.197266
	Iteration 53Q: 3 clusters Score -3.592714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 275097 members 
Entering Unmasked Estep 
Score: -35927116.000000 Penalty: 6214.197266
	Iteration 54Q: 3 clusters Score -3.592712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 275097 members 
Entering Unmasked Estep 
Score: -35927116.000000 Penalty: 6214.197266
	Iteration 55F: 3 clusters Score -3.592712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Entering Unmasked Estep 
Score: -1670068.750000 Penalty: 2362.725586
	Iteration 0F: 2 clusters Score -1670069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1660082.625000 Penalty: 4725.451172
	Iteration 0F: 3 clusters Score -1660083 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1663212.250000 Penalty: 4725.451172
	Iteration 1F: 3 clusters Score -1663212 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1663723.375000 Penalty: 4725.451172
	Iteration 2F: 3 clusters Score -1663723 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1664214.375000 Penalty: 4725.451172
	Iteration 3F: 3 clusters Score -1664214 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1664716.500000 Penalty: 4725.451172
	Iteration 4F: 3 clusters Score -1664716 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1665301.750000 Penalty: 4725.451172
	Iteration 5F: 3 clusters Score -1665302 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1665904.125000 Penalty: 4725.451172
	Iteration 6F: 3 clusters Score -1665904 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1666444.625000 Penalty: 4725.451172
	Iteration 7F: 3 clusters Score -1666445 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1666858.125000 Penalty: 4725.451172
	Iteration 8Q: 3 clusters Score -1666858 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1667184.125000 Penalty: 4725.451172
	Iteration 9Q: 3 clusters Score -1667184 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1667426.250000 Penalty: 4725.451172
	Iteration 10Q: 3 clusters Score -1667426 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1667597.375000 Penalty: 4725.451172
	Iteration 11Q: 3 clusters Score -1667597 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1667739.875000 Penalty: 4725.451172
	Iteration 12Q: 3 clusters Score -1667740 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1667862.250000 Penalty: 4725.451172
	Iteration 13Q: 3 clusters Score -1667862 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1667963.375000 Penalty: 4725.451172
	Iteration 14Q: 3 clusters Score -1667963 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1668045.250000 Penalty: 4725.451172
	Iteration 15Q: 3 clusters Score -1668045 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1668118.000000 Penalty: 4725.451172
	Iteration 16Q: 3 clusters Score -1668118 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1668177.625000 Penalty: 4725.451172
	Iteration 17Q: 3 clusters Score -1668178 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1668230.625000 Penalty: 4725.451172
	Iteration 18Q: 3 clusters Score -1668231 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1668298.625000 Penalty: 4725.451172
	Iteration 19Q: 3 clusters Score -1668299 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1668376.750000 Penalty: 4725.451172
	Iteration 20F: 3 clusters Score -1668377 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1668444.625000 Penalty: 4725.451172
	Iteration 21Q: 3 clusters Score -1668445 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1668516.875000 Penalty: 4725.451172
	Iteration 22Q: 3 clusters Score -1668517 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1668582.750000 Penalty: 4725.451172
	Iteration 23Q: 3 clusters Score -1668583 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1668649.375000 Penalty: 4725.451172
	Iteration 24Q: 3 clusters Score -1668649 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1668729.500000 Penalty: 4725.451172
	Iteration 25Q: 3 clusters Score -1668730 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1668797.250000 Penalty: 4725.451172
	Iteration 26Q: 3 clusters Score -1668797 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1668866.125000 Penalty: 4725.451172
	Iteration 27Q: 3 clusters Score -1668866 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1668941.750000 Penalty: 4725.451172
	Iteration 28Q: 3 clusters Score -1668942 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1669006.625000 Penalty: 4725.451172
	Iteration 29Q: 3 clusters Score -1669007 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1669055.375000 Penalty: 4725.451172
	Iteration 30Q: 3 clusters Score -1669055 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1669097.750000 Penalty: 4725.451172
	Iteration 31Q: 3 clusters Score -1669098 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1669130.750000 Penalty: 4725.451172
	Iteration 32Q: 3 clusters Score -1669131 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1669153.875000 Penalty: 4725.451172
	Iteration 33Q: 3 clusters Score -1669154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1669172.500000 Penalty: 4725.451172
	Iteration 34Q: 3 clusters Score -1669172 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1669191.750000 Penalty: 4725.451172
	Iteration 35Q: 3 clusters Score -1669192 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1669212.125000 Penalty: 4725.451172
	Iteration 36Q: 3 clusters Score -1669212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1669229.375000 Penalty: 4725.451172
	Iteration 37Q: 3 clusters Score -1669229 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1669242.500000 Penalty: 4725.451172
	Iteration 38Q: 3 clusters Score -1669242 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1669257.125000 Penalty: 4725.451172
	Iteration 39Q: 3 clusters Score -1669257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1669268.375000 Penalty: 4725.451172
	Iteration 40F: 3 clusters Score -1669268 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1669289.000000 Penalty: 4725.451172
	Iteration 41Q: 3 clusters Score -1669289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1669297.125000 Penalty: 4725.451172
	Iteration 42Q: 3 clusters Score -1669297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1669300.250000 Penalty: 4725.451172
	Iteration 43Q: 3 clusters Score -1669300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1669309.750000 Penalty: 4725.451172
	Iteration 44Q: 3 clusters Score -1669310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1669311.625000 Penalty: 4725.451172
	Iteration 45Q: 3 clusters Score -1669312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1669311.625000 Penalty: 4725.451172
	Iteration 46Q: 3 clusters Score -1669312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1669313.000000 Penalty: 4725.451172
	Iteration 47Q: 3 clusters Score -1669313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1669316.250000 Penalty: 4725.451172
	Iteration 48Q: 3 clusters Score -1669316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1669318.875000 Penalty: 4725.451172
	Iteration 49Q: 3 clusters Score -1669319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1669319.125000 Penalty: 4725.451172
	Iteration 50Q: 3 clusters Score -1669319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1669327.625000 Penalty: 4725.451172
	Iteration 51Q: 3 clusters Score -1669328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1669328.250000 Penalty: 4725.451172
	Iteration 52Q: 3 clusters Score -1669328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1669330.750000 Penalty: 4725.451172
	Iteration 53Q: 3 clusters Score -1669331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1669331.250000 Penalty: 4725.451172
	Iteration 54Q: 3 clusters Score -1669331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1669330.875000 Penalty: 4725.451172
	Iteration 55Q: 3 clusters Score -1669331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1669330.875000 Penalty: 4725.451172
	Iteration 56F: 3 clusters Score -1669331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Entering Unmasked Estep 
Score: -4018278.250000 Penalty: 2567.338623
	Iteration 0F: 2 clusters Score -4018278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -3996892.250000 Penalty: 5134.677246
	Iteration 0F: 3 clusters Score -3996892 nChanged 14226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -4004392.750000 Penalty: 5134.677246
	Iteration 1F: 3 clusters Score -4004393 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -4004876.500000 Penalty: 5134.677246
	Iteration 2Q: 3 clusters Score -4004876 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -4005347.500000 Penalty: 5134.677246
	Iteration 3Q: 3 clusters Score -4005348 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -4005832.250000 Penalty: 5134.677246
	Iteration 4Q: 3 clusters Score -4005832 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -4006383.750000 Penalty: 5134.677246
	Iteration 5Q: 3 clusters Score -4006384 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4006959.000000 Penalty: 5134.677246
	Iteration 6Q: 3 clusters Score -4006959 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -4007612.000000 Penalty: 5134.677246
	Iteration 7Q: 3 clusters Score -4007612 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -4008281.250000 Penalty: 5134.677246
	Iteration 8Q: 3 clusters Score -4008281 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -4009057.250000 Penalty: 5134.677246
	Iteration 9Q: 3 clusters Score -4009057 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -4010033.250000 Penalty: 5134.677246
	Iteration 10F: 3 clusters Score -4010033 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -4011085.000000 Penalty: 5134.677246
	Iteration 11F: 3 clusters Score -4011085 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -4012170.750000 Penalty: 5134.677246
	Iteration 12F: 3 clusters Score -4012171 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -4013241.000000 Penalty: 5134.677246
	Iteration 13Q: 3 clusters Score -4013241 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -4014187.500000 Penalty: 5134.677246
	Iteration 14Q: 3 clusters Score -4014188 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -4014855.750000 Penalty: 5134.677246
	Iteration 15Q: 3 clusters Score -4014856 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -4015336.250000 Penalty: 5134.677246
	Iteration 16Q: 3 clusters Score -4015336 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -4015637.500000 Penalty: 5134.677246
	Iteration 17Q: 3 clusters Score -4015638 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -4015780.500000 Penalty: 5134.677246
	Iteration 18Q: 3 clusters Score -4015780 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -4015859.250000 Penalty: 5134.677246
	Iteration 19Q: 3 clusters Score -4015859 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -4015919.500000 Penalty: 5134.677246
	Iteration 20F: 3 clusters Score -4015920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -4015956.000000 Penalty: 5134.677246
	Iteration 21Q: 3 clusters Score -4015956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -4015985.250000 Penalty: 5134.677246
	Iteration 22Q: 3 clusters Score -4015985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -4016005.000000 Penalty: 5134.677246
	Iteration 23Q: 3 clusters Score -4016005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -4016026.250000 Penalty: 5134.677246
	Iteration 24Q: 3 clusters Score -4016026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -4016032.000000 Penalty: 5134.677246
	Iteration 25Q: 3 clusters Score -4016032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -4016042.500000 Penalty: 5134.677246
	Iteration 26Q: 3 clusters Score -4016042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -4016049.500000 Penalty: 5134.677246
	Iteration 27Q: 3 clusters Score -4016050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -4016049.000000 Penalty: 5134.677246
	Iteration 28Q: 3 clusters Score -4016049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -4016055.250000 Penalty: 5134.677246
	Iteration 29Q: 3 clusters Score -4016055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -4016057.000000 Penalty: 5134.677246
	Iteration 30Q: 3 clusters Score -4016057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -4016059.500000 Penalty: 5134.677246
	Iteration 31Q: 3 clusters Score -4016060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -4016058.500000 Penalty: 5134.677246
	Iteration 32Q: 3 clusters Score -4016058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -4016058.500000 Penalty: 5134.677246
	Iteration 33F: 3 clusters Score -4016058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Entering Unmasked Estep 
Score: -604884.000000 Penalty: 2137.249756
	Iteration 0F: 2 clusters Score -604884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -600125.500000 Penalty: 4274.499512
	Iteration 0F: 3 clusters Score -600125.5 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -601442.250000 Penalty: 4274.499512
	Iteration 1F: 3 clusters Score -601442.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -601859.625000 Penalty: 4274.499512
	Iteration 2F: 3 clusters Score -601859.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -602246.562500 Penalty: 4274.499512
	Iteration 3F: 3 clusters Score -602246.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -602649.625000 Penalty: 4274.499512
	Iteration 4F: 3 clusters Score -602649.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -603008.375000 Penalty: 4274.499512
	Iteration 5F: 3 clusters Score -603008.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -603384.375000 Penalty: 4274.499512
	Iteration 6F: 3 clusters Score -603384.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -603725.750000 Penalty: 4274.499512
	Iteration 7Q: 3 clusters Score -603725.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -604031.562500 Penalty: 4274.499512
	Iteration 8Q: 3 clusters Score -604031.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -604212.375000 Penalty: 4274.499512
	Iteration 9Q: 3 clusters Score -604212.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -604320.937500 Penalty: 4274.499512
	Iteration 10Q: 3 clusters Score -604320.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -604405.875000 Penalty: 4274.499512
	Iteration 11Q: 3 clusters Score -604405.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -604475.812500 Penalty: 4274.499512
	Iteration 12Q: 3 clusters Score -604475.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -604538.562500 Penalty: 4274.499512
	Iteration 13Q: 3 clusters Score -604538.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -604596.062500 Penalty: 4274.499512
	Iteration 14Q: 3 clusters Score -604596.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -604643.500000 Penalty: 4274.499512
	Iteration 15Q: 3 clusters Score -604643.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -604683.312500 Penalty: 4274.499512
	Iteration 16Q: 3 clusters Score -604683.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -604714.500000 Penalty: 4274.499512
	Iteration 17Q: 3 clusters Score -604714.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -604736.437500 Penalty: 4274.499512
	Iteration 18Q: 3 clusters Score -604736.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -604760.312500 Penalty: 4274.499512
	Iteration 19Q: 3 clusters Score -604760.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -604779.375000 Penalty: 4274.499512
	Iteration 20F: 3 clusters Score -604779.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -604801.000000 Penalty: 4274.499512
	Iteration 21Q: 3 clusters Score -604801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -604816.562500 Penalty: 4274.499512
	Iteration 22Q: 3 clusters Score -604816.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -604836.250000 Penalty: 4274.499512
	Iteration 23Q: 3 clusters Score -604836.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -604849.687500 Penalty: 4274.499512
	Iteration 24Q: 3 clusters Score -604849.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -604861.625000 Penalty: 4274.499512
	Iteration 25Q: 3 clusters Score -604861.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -604868.562500 Penalty: 4274.499512
	Iteration 26Q: 3 clusters Score -604868.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -604875.812500 Penalty: 4274.499512
	Iteration 27Q: 3 clusters Score -604875.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -604886.562500 Penalty: 4274.499512
	Iteration 28Q: 3 clusters Score -604886.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -604899.687500 Penalty: 4274.499512
	Iteration 29Q: 3 clusters Score -604899.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -604903.250000 Penalty: 4274.499512
	Iteration 30Q: 3 clusters Score -604903.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -604903.062500 Penalty: 4274.499512
	Iteration 31Q: 3 clusters Score -604903.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -604904.187500 Penalty: 4274.499512
	Iteration 32Q: 3 clusters Score -604904.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -604904.187500 Penalty: 4274.499512
	Iteration 33F: 3 clusters Score -604904.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 5248 members 
Mstep: Class 5 contains 4543 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 276129 members 
Mstep: Class 8 contains 13727 members 
Mstep: Class 9 contains 31325 members 
Mstep: Class 10 contains 158836 members 
Mstep: Class 11 contains 445 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 1339 members 
Mstep: Class 14 contains 61181 members 
Mstep: Class 15 contains 42019 members 
Mstep: Class 16 contains 15198 members 
Mstep: Class 17 contains 8047 members 
Mstep: Class 18 contains 29205 members 
Mstep: Class 19 contains 433 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 5085 members 
Entering Unmasked Estep 
Score: -90824216.000000 Penalty: 70216.257812
Splitting cluster 11 changes total score from -90822888.000000 to -90824216.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 12 (14656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Entering Unmasked Estep 
Score: -1915692.500000 Penalty: 2378.966064
	Iteration 0F: 2 clusters Score -1915692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1905041.000000 Penalty: 4757.932129
	Iteration 0F: 3 clusters Score -1905041 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1908366.875000 Penalty: 4757.932129
	Iteration 1F: 3 clusters Score -1908367 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1908673.125000 Penalty: 4757.932129
	Iteration 2F: 3 clusters Score -1908673 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1908903.000000 Penalty: 4757.932129
	Iteration 3Q: 3 clusters Score -1908903 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1909109.125000 Penalty: 4757.932129
	Iteration 4Q: 3 clusters Score -1909109 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1909300.375000 Penalty: 4757.932129
	Iteration 5Q: 3 clusters Score -1909300 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1909474.125000 Penalty: 4757.932129
	Iteration 6Q: 3 clusters Score -1909474 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1909682.000000 Penalty: 4757.932129
	Iteration 7Q: 3 clusters Score -1909682 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1909873.875000 Penalty: 4757.932129
	Iteration 8Q: 3 clusters Score -1909874 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1910112.250000 Penalty: 4757.932129
	Iteration 9Q: 3 clusters Score -1910112 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1910368.375000 Penalty: 4757.932129
	Iteration 10Q: 3 clusters Score -1910368 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1910586.125000 Penalty: 4757.932129
	Iteration 11Q: 3 clusters Score -1910586 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1910800.000000 Penalty: 4757.932129
	Iteration 12Q: 3 clusters Score -1910800 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1911015.750000 Penalty: 4757.932129
	Iteration 13Q: 3 clusters Score -1911016 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1911200.750000 Penalty: 4757.932129
	Iteration 14Q: 3 clusters Score -1911201 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1911352.000000 Penalty: 4757.932129
	Iteration 15Q: 3 clusters Score -1911352 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1911478.125000 Penalty: 4757.932129
	Iteration 16Q: 3 clusters Score -1911478 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1911597.500000 Penalty: 4757.932129
	Iteration 17Q: 3 clusters Score -1911598 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1911696.500000 Penalty: 4757.932129
	Iteration 18Q: 3 clusters Score -1911696 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1911765.000000 Penalty: 4757.932129
	Iteration 19Q: 3 clusters Score -1911765 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1911810.500000 Penalty: 4757.932129
	Iteration 20F: 3 clusters Score -1911810 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1911856.375000 Penalty: 4757.932129
	Iteration 21Q: 3 clusters Score -1911856 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1911886.125000 Penalty: 4757.932129
	Iteration 22Q: 3 clusters Score -1911886 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1911923.500000 Penalty: 4757.932129
	Iteration 23Q: 3 clusters Score -1911924 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1911947.625000 Penalty: 4757.932129
	Iteration 24Q: 3 clusters Score -1911948 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1911979.750000 Penalty: 4757.932129
	Iteration 25Q: 3 clusters Score -1911980 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1912023.750000 Penalty: 4757.932129
	Iteration 26Q: 3 clusters Score -1912024 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1912057.625000 Penalty: 4757.932129
	Iteration 27Q: 3 clusters Score -1912058 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1912082.625000 Penalty: 4757.932129
	Iteration 28Q: 3 clusters Score -1912083 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1912123.750000 Penalty: 4757.932129
	Iteration 29Q: 3 clusters Score -1912124 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1912155.125000 Penalty: 4757.932129
	Iteration 30Q: 3 clusters Score -1912155 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1912190.250000 Penalty: 4757.932129
	Iteration 31Q: 3 clusters Score -1912190 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1912211.500000 Penalty: 4757.932129
	Iteration 32Q: 3 clusters Score -1912212 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1912252.000000 Penalty: 4757.932129
	Iteration 33Q: 3 clusters Score -1912252 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1912285.875000 Penalty: 4757.932129
	Iteration 34Q: 3 clusters Score -1912286 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1912325.125000 Penalty: 4757.932129
	Iteration 35Q: 3 clusters Score -1912325 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1912349.125000 Penalty: 4757.932129
	Iteration 36Q: 3 clusters Score -1912349 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1912377.000000 Penalty: 4757.932129
	Iteration 37Q: 3 clusters Score -1912377 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1912407.750000 Penalty: 4757.932129
	Iteration 38Q: 3 clusters Score -1912408 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1912436.000000 Penalty: 4757.932129
	Iteration 39Q: 3 clusters Score -1912436 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1912465.750000 Penalty: 4757.932129
	Iteration 40F: 3 clusters Score -1912466 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1912502.500000 Penalty: 4757.932129
	Iteration 41Q: 3 clusters Score -1912502 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1912543.625000 Penalty: 4757.932129
	Iteration 42Q: 3 clusters Score -1912544 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1912587.000000 Penalty: 4757.932129
	Iteration 43Q: 3 clusters Score -1912587 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1912635.125000 Penalty: 4757.932129
	Iteration 44Q: 3 clusters Score -1912635 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1912692.250000 Penalty: 4757.932129
	Iteration 45Q: 3 clusters Score -1912692 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1912752.375000 Penalty: 4757.932129
	Iteration 46Q: 3 clusters Score -1912752 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1912804.500000 Penalty: 4757.932129
	Iteration 47Q: 3 clusters Score -1912804 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1912873.500000 Penalty: 4757.932129
	Iteration 48Q: 3 clusters Score -1912874 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1912942.000000 Penalty: 4757.932129
	Iteration 49Q: 3 clusters Score -1912942 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1913014.625000 Penalty: 4757.932129
	Iteration 50Q: 3 clusters Score -1913015 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1913075.250000 Penalty: 4757.932129
	Iteration 51Q: 3 clusters Score -1913075 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1913133.000000 Penalty: 4757.932129
	Iteration 52Q: 3 clusters Score -1913133 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1913185.125000 Penalty: 4757.932129
	Iteration 53Q: 3 clusters Score -1913185 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1913233.625000 Penalty: 4757.932129
	Iteration 54Q: 3 clusters Score -1913234 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1913287.875000 Penalty: 4757.932129
	Iteration 55Q: 3 clusters Score -1913288 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1913335.375000 Penalty: 4757.932129
	Iteration 56Q: 3 clusters Score -1913335 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1913368.625000 Penalty: 4757.932129
	Iteration 57Q: 3 clusters Score -1913369 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1913408.125000 Penalty: 4757.932129
	Iteration 58Q: 3 clusters Score -1913408 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1913440.125000 Penalty: 4757.932129
	Iteration 59Q: 3 clusters Score -1913440 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1913472.625000 Penalty: 4757.932129
	Iteration 60F: 3 clusters Score -1913473 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1913501.750000 Penalty: 4757.932129
	Iteration 61Q: 3 clusters Score -1913502 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1913526.250000 Penalty: 4757.932129
	Iteration 62Q: 3 clusters Score -1913526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1913543.250000 Penalty: 4757.932129
	Iteration 63Q: 3 clusters Score -1913543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1913548.375000 Penalty: 4757.932129
	Iteration 64Q: 3 clusters Score -1913548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1913558.875000 Penalty: 4757.932129
	Iteration 65Q: 3 clusters Score -1913559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1913567.500000 Penalty: 4757.932129
	Iteration 66Q: 3 clusters Score -1913568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1913572.625000 Penalty: 4757.932129
	Iteration 67Q: 3 clusters Score -1913573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1913582.000000 Penalty: 4757.932129
	Iteration 68Q: 3 clusters Score -1913582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1913592.125000 Penalty: 4757.932129
	Iteration 69Q: 3 clusters Score -1913592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1913606.500000 Penalty: 4757.932129
	Iteration 70Q: 3 clusters Score -1913606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1913613.250000 Penalty: 4757.932129
	Iteration 71Q: 3 clusters Score -1913613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1913623.000000 Penalty: 4757.932129
	Iteration 72Q: 3 clusters Score -1913623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1913627.125000 Penalty: 4757.932129
	Iteration 73Q: 3 clusters Score -1913627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1913629.250000 Penalty: 4757.932129
	Iteration 74Q: 3 clusters Score -1913629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1913636.000000 Penalty: 4757.932129
	Iteration 75Q: 3 clusters Score -1913636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1913636.375000 Penalty: 4757.932129
	Iteration 76Q: 3 clusters Score -1913636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1913639.125000 Penalty: 4757.932129
	Iteration 77Q: 3 clusters Score -1913639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1913641.500000 Penalty: 4757.932129
	Iteration 78Q: 3 clusters Score -1913642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1913644.250000 Penalty: 4757.932129
	Iteration 79Q: 3 clusters Score -1913644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1913643.000000 Penalty: 4757.932129
	Iteration 80F: 3 clusters Score -1913643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1913648.625000 Penalty: 4757.932129
	Iteration 81Q: 3 clusters Score -1913649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1913650.125000 Penalty: 4757.932129
	Iteration 82Q: 3 clusters Score -1913650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1913650.500000 Penalty: 4757.932129
	Iteration 83Q: 3 clusters Score -1913650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1913652.250000 Penalty: 4757.932129
	Iteration 84Q: 3 clusters Score -1913652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1913651.750000 Penalty: 4757.932129
	Iteration 85Q: 3 clusters Score -1913652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1913655.000000 Penalty: 4757.932129
	Iteration 86Q: 3 clusters Score -1913655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1913655.000000 Penalty: 4757.932129
	Iteration 87F: 3 clusters Score -1913655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -144568.406250 Penalty: 1785.520264
	Iteration 0F: 2 clusters Score -144568.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -142559.265625 Penalty: 3571.040527
	Iteration 0F: 3 clusters Score -142559.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -143529.656250 Penalty: 3571.040527
	Iteration 1F: 3 clusters Score -143529.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -144592.812500 Penalty: 3571.040527
	Iteration 2F: 3 clusters Score -144592.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -145365.937500 Penalty: 3571.040527
	Iteration 3F: 3 clusters Score -145365.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -145854.671875 Penalty: 3571.040527
	Iteration 4F: 3 clusters Score -145854.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -145964.453125 Penalty: 3571.040527
	Iteration 5Q: 3 clusters Score -145964.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -146022.359375 Penalty: 3571.040527
	Iteration 6Q: 3 clusters Score -146022.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -146080.500000 Penalty: 3571.040527
	Iteration 7Q: 3 clusters Score -146080.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -146258.234375 Penalty: 3571.040527
	Iteration 8Q: 3 clusters Score -146258.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -146405.609375 Penalty: 3571.040527
	Iteration 9Q: 3 clusters Score -146405.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -146469.609375 Penalty: 3571.040527
	Iteration 10Q: 3 clusters Score -146469.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -146478.546875 Penalty: 3571.040527
	Iteration 11Q: 3 clusters Score -146478.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -146480.140625 Penalty: 3571.040527
	Iteration 12Q: 3 clusters Score -146480.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -146480.625000 Penalty: 3571.040527
	Iteration 13Q: 3 clusters Score -146480.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -146480.625000 Penalty: 3571.040527
	Iteration 14F: 3 clusters Score -146480.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 5248 members 
Mstep: Class 5 contains 4543 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 276129 members 
Mstep: Class 8 contains 13727 members 
Mstep: Class 9 contains 31325 members 
Mstep: Class 10 contains 158836 members 
Mstep: Class 11 contains 445 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 61181 members 
Mstep: Class 15 contains 42019 members 
Mstep: Class 16 contains 15198 members 
Mstep: Class 17 contains 8047 members 
Mstep: Class 18 contains 29205 members 
Mstep: Class 19 contains 433 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 5085 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
Score: -90824640.000000 Penalty: 73559.882812
Splitting cluster 13 changes total score from -90822888.000000 to -90824640.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (61181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Entering Unmasked Estep 
Score: -7838367.500000 Penalty: 2733.354736
	Iteration 0F: 2 clusters Score -7838368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -7797342.500000 Penalty: 5466.709473
	Iteration 0F: 3 clusters Score -7797342 nChanged 28379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -7813170.500000 Penalty: 5466.709473
	Iteration 1F: 3 clusters Score -7813170 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -7813811.000000 Penalty: 5466.709473
	Iteration 2Q: 3 clusters Score -7813811 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -7814425.500000 Penalty: 5466.709473
	Iteration 3Q: 3 clusters Score -7814426 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -7815097.500000 Penalty: 5466.709473
	Iteration 4Q: 3 clusters Score -7815098 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -7815806.500000 Penalty: 5466.709473
	Iteration 5Q: 3 clusters Score -7815806 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -7816769.500000 Penalty: 5466.709473
	Iteration 6Q: 3 clusters Score -7816770 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -7818052.000000 Penalty: 5466.709473
	Iteration 7Q: 3 clusters Score -7818052 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -7819866.500000 Penalty: 5466.709473
	Iteration 8F: 3 clusters Score -7819866 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -7822498.000000 Penalty: 5466.709473
	Iteration 9F: 3 clusters Score -7822498 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -7825815.000000 Penalty: 5466.709473
	Iteration 10F: 3 clusters Score -7825815 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -7829052.500000 Penalty: 5466.709473
	Iteration 11F: 3 clusters Score -7829052 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -7831608.500000 Penalty: 5466.709473
	Iteration 12Q: 3 clusters Score -7831608 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -7833269.500000 Penalty: 5466.709473
	Iteration 13Q: 3 clusters Score -7833270 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -7834187.500000 Penalty: 5466.709473
	Iteration 14Q: 3 clusters Score -7834188 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7834757.000000 Penalty: 5466.709473
	Iteration 15Q: 3 clusters Score -7834757 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -7835139.000000 Penalty: 5466.709473
	Iteration 16Q: 3 clusters Score -7835139 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -7835352.500000 Penalty: 5466.709473
	Iteration 17Q: 3 clusters Score -7835352 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7835525.000000 Penalty: 5466.709473
	Iteration 18Q: 3 clusters Score -7835525 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59651 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7835642.000000 Penalty: 5466.709473
	Iteration 19Q: 3 clusters Score -7835642 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7835728.000000 Penalty: 5466.709473
	Iteration 20F: 3 clusters Score -7835728 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7835771.500000 Penalty: 5466.709473
	Iteration 21Q: 3 clusters Score -7835772 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59923 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7835836.000000 Penalty: 5466.709473
	Iteration 22Q: 3 clusters Score -7835836 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60001 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7835893.500000 Penalty: 5466.709473
	Iteration 23Q: 3 clusters Score -7835894 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60063 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7835920.500000 Penalty: 5466.709473
	Iteration 24Q: 3 clusters Score -7835920 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7835944.500000 Penalty: 5466.709473
	Iteration 25Q: 3 clusters Score -7835944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7835965.000000 Penalty: 5466.709473
	Iteration 26Q: 3 clusters Score -7835965 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7835980.500000 Penalty: 5466.709473
	Iteration 27Q: 3 clusters Score -7835980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7835974.500000 Penalty: 5466.709473
	Iteration 28Q: 3 clusters Score -7835974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7835980.500000 Penalty: 5466.709473
	Iteration 29Q: 3 clusters Score -7835980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60209 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7835991.000000 Penalty: 5466.709473
	Iteration 30Q: 3 clusters Score -7835991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60220 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7836010.500000 Penalty: 5466.709473
	Iteration 31Q: 3 clusters Score -7836010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7836022.000000 Penalty: 5466.709473
	Iteration 32Q: 3 clusters Score -7836022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7836024.000000 Penalty: 5466.709473
	Iteration 33Q: 3 clusters Score -7836024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7836027.000000 Penalty: 5466.709473
	Iteration 34Q: 3 clusters Score -7836027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7836030.000000 Penalty: 5466.709473
	Iteration 35Q: 3 clusters Score -7836030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7836021.500000 Penalty: 5466.709473
	Iteration 36Q: 3 clusters Score -7836022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60271 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7836007.000000 Penalty: 5466.709473
	Iteration 37Q: 3 clusters Score -7836007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7836014.500000 Penalty: 5466.709473
	Iteration 38Q: 3 clusters Score -7836014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7836022.000000 Penalty: 5466.709473
	Iteration 39Q: 3 clusters Score -7836022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7836026.000000 Penalty: 5466.709473
	Iteration 40F: 3 clusters Score -7836026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7836033.000000 Penalty: 5466.709473
	Iteration 41Q: 3 clusters Score -7836033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7836035.000000 Penalty: 5466.709473
	Iteration 42Q: 3 clusters Score -7836035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60292 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7836035.000000 Penalty: 5466.709473
	Iteration 43Q: 3 clusters Score -7836035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60296 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7836037.500000 Penalty: 5466.709473
	Iteration 44Q: 3 clusters Score -7836038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7836033.500000 Penalty: 5466.709473
	Iteration 45Q: 3 clusters Score -7836034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7836036.500000 Penalty: 5466.709473
	Iteration 46Q: 3 clusters Score -7836036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7836036.500000 Penalty: 5466.709473
	Iteration 47F: 3 clusters Score -7836036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Entering Unmasked Estep 
Score: -5476028.000000 Penalty: 2640.177490
	Iteration 0F: 2 clusters Score -5476028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -5447530.000000 Penalty: 5280.354980
	Iteration 0F: 3 clusters Score -5447530 nChanged 19163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -5457912.000000 Penalty: 5280.354980
	Iteration 1F: 3 clusters Score -5457912 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -5458408.000000 Penalty: 5280.354980
	Iteration 2Q: 3 clusters Score -5458408 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -5458815.500000 Penalty: 5280.354980
	Iteration 3Q: 3 clusters Score -5458816 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -5459205.500000 Penalty: 5280.354980
	Iteration 4Q: 3 clusters Score -5459206 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -5459622.500000 Penalty: 5280.354980
	Iteration 5Q: 3 clusters Score -5459622 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -5460077.500000 Penalty: 5280.354980
	Iteration 6Q: 3 clusters Score -5460078 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -5460634.500000 Penalty: 5280.354980
	Iteration 7Q: 3 clusters Score -5460634 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -5461385.000000 Penalty: 5280.354980
	Iteration 8Q: 3 clusters Score -5461385 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -5462303.500000 Penalty: 5280.354980
	Iteration 9Q: 3 clusters Score -5462304 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -5463383.000000 Penalty: 5280.354980
	Iteration 10F: 3 clusters Score -5463383 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -5464656.000000 Penalty: 5280.354980
	Iteration 11F: 3 clusters Score -5464656 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -5465992.500000 Penalty: 5280.354980
	Iteration 12F: 3 clusters Score -5465992 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -5467180.500000 Penalty: 5280.354980
	Iteration 13Q: 3 clusters Score -5467180 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -5468110.500000 Penalty: 5280.354980
	Iteration 14Q: 3 clusters Score -5468110 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -5468759.500000 Penalty: 5280.354980
	Iteration 15Q: 3 clusters Score -5468760 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -5469252.500000 Penalty: 5280.354980
	Iteration 16Q: 3 clusters Score -5469252 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -5469653.000000 Penalty: 5280.354980
	Iteration 17Q: 3 clusters Score -5469653 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -5470081.500000 Penalty: 5280.354980
	Iteration 18Q: 3 clusters Score -5470082 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -5470480.500000 Penalty: 5280.354980
	Iteration 19Q: 3 clusters Score -5470480 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -5470798.500000 Penalty: 5280.354980
	Iteration 20F: 3 clusters Score -5470798 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -5471061.500000 Penalty: 5280.354980
	Iteration 21Q: 3 clusters Score -5471062 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -5471206.000000 Penalty: 5280.354980
	Iteration 22Q: 3 clusters Score -5471206 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -5471350.500000 Penalty: 5280.354980
	Iteration 23Q: 3 clusters Score -5471350 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -5471485.000000 Penalty: 5280.354980
	Iteration 24Q: 3 clusters Score -5471485 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -5471594.000000 Penalty: 5280.354980
	Iteration 25Q: 3 clusters Score -5471594 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -5471695.000000 Penalty: 5280.354980
	Iteration 26Q: 3 clusters Score -5471695 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -5471760.500000 Penalty: 5280.354980
	Iteration 27Q: 3 clusters Score -5471760 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -5471866.000000 Penalty: 5280.354980
	Iteration 28Q: 3 clusters Score -5471866 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -5471934.000000 Penalty: 5280.354980
	Iteration 29Q: 3 clusters Score -5471934 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -5472020.000000 Penalty: 5280.354980
	Iteration 30Q: 3 clusters Score -5472020 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -5472083.000000 Penalty: 5280.354980
	Iteration 31Q: 3 clusters Score -5472083 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -5472129.500000 Penalty: 5280.354980
	Iteration 32Q: 3 clusters Score -5472130 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -5472194.000000 Penalty: 5280.354980
	Iteration 33Q: 3 clusters Score -5472194 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -5472255.000000 Penalty: 5280.354980
	Iteration 34Q: 3 clusters Score -5472255 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -5472294.500000 Penalty: 5280.354980
	Iteration 35Q: 3 clusters Score -5472294 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -5472338.000000 Penalty: 5280.354980
	Iteration 36Q: 3 clusters Score -5472338 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -5472361.000000 Penalty: 5280.354980
	Iteration 37Q: 3 clusters Score -5472361 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -5472403.500000 Penalty: 5280.354980
	Iteration 38Q: 3 clusters Score -5472404 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -5472437.500000 Penalty: 5280.354980
	Iteration 39Q: 3 clusters Score -5472438 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -5472483.500000 Penalty: 5280.354980
	Iteration 40F: 3 clusters Score -5472484 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -5472538.500000 Penalty: 5280.354980
	Iteration 41Q: 3 clusters Score -5472538 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -5472589.500000 Penalty: 5280.354980
	Iteration 42Q: 3 clusters Score -5472590 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -5472657.000000 Penalty: 5280.354980
	Iteration 43Q: 3 clusters Score -5472657 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -5472721.000000 Penalty: 5280.354980
	Iteration 44Q: 3 clusters Score -5472721 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -5472781.000000 Penalty: 5280.354980
	Iteration 45Q: 3 clusters Score -5472781 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -5472820.500000 Penalty: 5280.354980
	Iteration 46Q: 3 clusters Score -5472820 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -5472874.500000 Penalty: 5280.354980
	Iteration 47Q: 3 clusters Score -5472874 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -5472917.000000 Penalty: 5280.354980
	Iteration 48Q: 3 clusters Score -5472917 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -5472978.500000 Penalty: 5280.354980
	Iteration 49Q: 3 clusters Score -5472978 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -5473014.500000 Penalty: 5280.354980
	Iteration 50Q: 3 clusters Score -5473014 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -5473066.500000 Penalty: 5280.354980
	Iteration 51Q: 3 clusters Score -5473066 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -5473143.500000 Penalty: 5280.354980
	Iteration 52Q: 3 clusters Score -5473144 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -5473202.500000 Penalty: 5280.354980
	Iteration 53Q: 3 clusters Score -5473202 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -5473263.500000 Penalty: 5280.354980
	Iteration 54Q: 3 clusters Score -5473264 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -5473317.000000 Penalty: 5280.354980
	Iteration 55Q: 3 clusters Score -5473317 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -5473359.000000 Penalty: 5280.354980
	Iteration 56Q: 3 clusters Score -5473359 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5473392.000000 Penalty: 5280.354980
	Iteration 57Q: 3 clusters Score -5473392 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5473442.500000 Penalty: 5280.354980
	Iteration 58Q: 3 clusters Score -5473442 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5473472.500000 Penalty: 5280.354980
	Iteration 59Q: 3 clusters Score -5473472 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5473507.000000 Penalty: 5280.354980
	Iteration 60F: 3 clusters Score -5473507 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5473545.500000 Penalty: 5280.354980
	Iteration 61Q: 3 clusters Score -5473546 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5473561.500000 Penalty: 5280.354980
	Iteration 62Q: 3 clusters Score -5473562 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5473591.500000 Penalty: 5280.354980
	Iteration 63Q: 3 clusters Score -5473592 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -5473608.000000 Penalty: 5280.354980
	Iteration 64Q: 3 clusters Score -5473608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5473616.000000 Penalty: 5280.354980
	Iteration 65Q: 3 clusters Score -5473616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5473632.000000 Penalty: 5280.354980
	Iteration 66Q: 3 clusters Score -5473632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5473667.500000 Penalty: 5280.354980
	Iteration 67Q: 3 clusters Score -5473668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5473668.000000 Penalty: 5280.354980
	Iteration 68Q: 3 clusters Score -5473668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5473657.000000 Penalty: 5280.354980
	Iteration 69Q: 3 clusters Score -5473657 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5473679.500000 Penalty: 5280.354980
	Iteration 70Q: 3 clusters Score -5473680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5473698.000000 Penalty: 5280.354980
	Iteration 71Q: 3 clusters Score -5473698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5473714.500000 Penalty: 5280.354980
	Iteration 72Q: 3 clusters Score -5473714 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5473737.000000 Penalty: 5280.354980
	Iteration 73Q: 3 clusters Score -5473737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5473758.500000 Penalty: 5280.354980
	Iteration 74Q: 3 clusters Score -5473758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5473773.000000 Penalty: 5280.354980
	Iteration 75Q: 3 clusters Score -5473773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5473795.500000 Penalty: 5280.354980
	Iteration 76Q: 3 clusters Score -5473796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5473789.500000 Penalty: 5280.354980
	Iteration 77Q: 3 clusters Score -5473790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5473794.500000 Penalty: 5280.354980
	Iteration 78Q: 3 clusters Score -5473794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5473796.500000 Penalty: 5280.354980
	Iteration 79Q: 3 clusters Score -5473796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5473820.500000 Penalty: 5280.354980
	Iteration 80F: 3 clusters Score -5473820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5473803.500000 Penalty: 5280.354980
	Iteration 81Q: 3 clusters Score -5473804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5473825.000000 Penalty: 5280.354980
	Iteration 82Q: 3 clusters Score -5473825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5473832.500000 Penalty: 5280.354980
	Iteration 83Q: 3 clusters Score -5473832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5473835.000000 Penalty: 5280.354980
	Iteration 84Q: 3 clusters Score -5473835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5473834.000000 Penalty: 5280.354980
	Iteration 85Q: 3 clusters Score -5473834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5473836.000000 Penalty: 5280.354980
	Iteration 86Q: 3 clusters Score -5473836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5473847.000000 Penalty: 5280.354980
	Iteration 87Q: 3 clusters Score -5473847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5473863.000000 Penalty: 5280.354980
	Iteration 88Q: 3 clusters Score -5473863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5473863.500000 Penalty: 5280.354980
	Iteration 89Q: 3 clusters Score -5473864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5473861.500000 Penalty: 5280.354980
	Iteration 90Q: 3 clusters Score -5473862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5473855.500000 Penalty: 5280.354980
	Iteration 91Q: 3 clusters Score -5473856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5473857.000000 Penalty: 5280.354980
	Iteration 92Q: 3 clusters Score -5473857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5473851.000000 Penalty: 5280.354980
	Iteration 93Q: 3 clusters Score -5473851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5473861.000000 Penalty: 5280.354980
	Iteration 94Q: 3 clusters Score -5473861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5473863.000000 Penalty: 5280.354980
	Iteration 95Q: 3 clusters Score -5473863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5473872.000000 Penalty: 5280.354980
	Iteration 96Q: 3 clusters Score -5473872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5473869.500000 Penalty: 5280.354980
	Iteration 97Q: 3 clusters Score -5473870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5473877.500000 Penalty: 5280.354980
	Iteration 98Q: 3 clusters Score -5473878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5473874.500000 Penalty: 5280.354980
	Iteration 99Q: 3 clusters Score -5473874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5473878.500000 Penalty: 5280.354980
	Iteration 100F: 3 clusters Score -5473878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5473879.000000 Penalty: 5280.354980
	Iteration 101Q: 3 clusters Score -5473879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5473885.500000 Penalty: 5280.354980
	Iteration 102Q: 3 clusters Score -5473886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5473897.500000 Penalty: 5280.354980
	Iteration 103Q: 3 clusters Score -5473898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5473905.500000 Penalty: 5280.354980
	Iteration 104Q: 3 clusters Score -5473906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5473903.500000 Penalty: 5280.354980
	Iteration 105Q: 3 clusters Score -5473904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5473905.500000 Penalty: 5280.354980
	Iteration 106Q: 3 clusters Score -5473906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5473910.000000 Penalty: 5280.354980
	Iteration 107Q: 3 clusters Score -5473910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5473909.500000 Penalty: 5280.354980
	Iteration 108Q: 3 clusters Score -5473910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5473909.500000 Penalty: 5280.354980
	Iteration 109Q: 3 clusters Score -5473910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5473907.000000 Penalty: 5280.354980
	Iteration 110Q: 3 clusters Score -5473907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5473907.000000 Penalty: 5280.354980
	Iteration 111Q: 3 clusters Score -5473907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5473906.500000 Penalty: 5280.354980
	Iteration 112Q: 3 clusters Score -5473906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5473906.500000 Penalty: 5280.354980
	Iteration 113F: 3 clusters Score -5473906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Entering Unmasked Estep 
Score: -1900614.750000 Penalty: 2387.971924
	Iteration 0F: 2 clusters Score -1900615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1889757.375000 Penalty: 4775.943848
	Iteration 0F: 3 clusters Score -1889757 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1893099.375000 Penalty: 4775.943848
	Iteration 1F: 3 clusters Score -1893099 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1893505.125000 Penalty: 4775.943848
	Iteration 2F: 3 clusters Score -1893505 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1893847.875000 Penalty: 4775.943848
	Iteration 3F: 3 clusters Score -1893848 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1894182.750000 Penalty: 4775.943848
	Iteration 4Q: 3 clusters Score -1894183 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1894535.125000 Penalty: 4775.943848
	Iteration 5Q: 3 clusters Score -1894535 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1894946.125000 Penalty: 4775.943848
	Iteration 6Q: 3 clusters Score -1894946 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1895379.875000 Penalty: 4775.943848
	Iteration 7Q: 3 clusters Score -1895380 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1895855.125000 Penalty: 4775.943848
	Iteration 8Q: 3 clusters Score -1895855 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1896362.125000 Penalty: 4775.943848
	Iteration 9F: 3 clusters Score -1896362 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1896798.750000 Penalty: 4775.943848
	Iteration 10F: 3 clusters Score -1896799 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1897106.250000 Penalty: 4775.943848
	Iteration 11Q: 3 clusters Score -1897106 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1897311.000000 Penalty: 4775.943848
	Iteration 12Q: 3 clusters Score -1897311 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1897469.875000 Penalty: 4775.943848
	Iteration 13Q: 3 clusters Score -1897470 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1897589.250000 Penalty: 4775.943848
	Iteration 14Q: 3 clusters Score -1897589 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
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Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1897691 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10079 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10095 members 
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Mstep: Class 1 contains 10108 members 
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	Iteration 19Q: 3 clusters Score -1897862 nChanged 93
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Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1897876 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 5057 members 
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	Iteration 21Q: 3 clusters Score -1897894 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10163 members 
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Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1897897 nChanged 42
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Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1897910 nChanged 42
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Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1897909 nChanged 43
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Mstep: Class 1 contains 10188 members 
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	Iteration 25Q: 3 clusters Score -1897925 nChanged 45
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Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1897936 nChanged 46
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Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1897942 nChanged 37
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Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1897943 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1897950 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1897954.500000 Penalty: 4775.943848
	Iteration 30Q: 3 clusters Score -1897954 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10160 members 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1897954 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1897960 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1897960 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10131 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1897968 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10121 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1897968 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10112 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1897973 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10103 members 
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	Iteration 37Q: 3 clusters Score -1897980 nChanged 24
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Mstep: Class 1 contains 10091 members 
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	Iteration 38Q: 3 clusters Score -1897983 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10080 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1897980 nChanged 18
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Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1897988 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10062 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10041 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1897991 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10032 members 
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Entering Unmasked Estep 
Score: -1898003.500000 Penalty: 4775.943848
	Iteration 43Q: 3 clusters Score -1898004 nChanged 20
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Mstep: Class 1 contains 10026 members 
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Entering Unmasked Estep 
Score: -1898001.625000 Penalty: 4775.943848
	Iteration 44Q: 3 clusters Score -1898002 nChanged 20
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Mstep: Class 1 contains 10016 members 
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	Iteration 45Q: 3 clusters Score -1898005 nChanged 18
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Mstep: Class 1 contains 10006 members 
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Mstep: Class 1 contains 10004 members 
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Mstep: Class 1 contains 9995 members 
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	Iteration 48Q: 3 clusters Score -1898011 nChanged 29
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	Iteration 49Q: 3 clusters Score -1898010 nChanged 29
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1898012 nChanged 29
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Mstep: Class 1 contains 9956 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1898016 nChanged 26
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	Iteration 52Q: 3 clusters Score -1898019 nChanged 24
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Mstep: Class 1 contains 9934 members 
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Entering Unmasked Estep 
Score: -1898023.250000 Penalty: 4775.943848
	Iteration 53Q: 3 clusters Score -1898023 nChanged 21
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Mstep: Class 1 contains 9917 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1898027 nChanged 29
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Mstep: Class 1 contains 9902 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1898030 nChanged 37
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Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1898040 nChanged 29
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Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1898038 nChanged 26
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Mstep: Class 1 contains 9862 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1898047 nChanged 24
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Mstep: Class 1 contains 9844 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1898048 nChanged 34
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Mstep: Class 1 contains 9820 members 
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Entering Unmasked Estep 
Score: -1898049.250000 Penalty: 4775.943848
	Iteration 60F: 3 clusters Score -1898049 nChanged 32
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Mstep: Class 1 contains 9790 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1898056 nChanged 30
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Mstep: Class 1 contains 9766 members 
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	Iteration 63Q: 3 clusters Score -1898069 nChanged 41
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Mstep: Class 1 contains 9703 members 
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	Iteration 64Q: 3 clusters Score -1898069 nChanged 45
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Mstep: Class 1 contains 9670 members 
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	Iteration 65Q: 3 clusters Score -1898077 nChanged 56
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Mstep: Class 1 contains 9622 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1898087 nChanged 48
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	Iteration 67Q: 3 clusters Score -1898093 nChanged 51
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1898100 nChanged 52
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Mstep: Class 1 contains 9501 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1898110 nChanged 67
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1898130 nChanged 53
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Mstep: Class 1 contains 9395 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1898131 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 5844 members 
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Score: -1898135.625000 Penalty: 4775.943848
	Iteration 72Q: 3 clusters Score -1898136 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9317 members 
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Entering Unmasked Estep 
Score: -1898145.875000 Penalty: 4775.943848
	Iteration 73Q: 3 clusters Score -1898146 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9260 members 
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	Iteration 74Q: 3 clusters Score -1898154 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1898168.875000 Penalty: 4775.943848
	Iteration 75Q: 3 clusters Score -1898169 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1898176.250000 Penalty: 4775.943848
	Iteration 76Q: 3 clusters Score -1898176 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9088 members 
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	Iteration 77Q: 3 clusters Score -1898188 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1898195.125000 Penalty: 4775.943848
	Iteration 78Q: 3 clusters Score -1898195 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1898199 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1898217.375000 Penalty: 4775.943848
	Iteration 80F: 3 clusters Score -1898217 nChanged 70
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Mstep: Class 1 contains 8832 members 
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Entering Unmasked Estep 
Score: -1898231.125000 Penalty: 4775.943848
	Iteration 81Q: 3 clusters Score -1898231 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1898247 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1898254 nChanged 67
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Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1898268 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1898274 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1898280 nChanged 61
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Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1898291.625000 Penalty: 4775.943848
	Iteration 87Q: 3 clusters Score -1898292 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1898302.625000 Penalty: 4775.943848
	Iteration 88Q: 3 clusters Score -1898303 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1898307 nChanged 64
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Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1898328 nChanged 61
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Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1898334 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1898350 nChanged 56
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Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1898356 nChanged 66
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Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1898362.750000 Penalty: 4775.943848
	Iteration 94Q: 3 clusters Score -1898363 nChanged 56
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Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1898371.125000 Penalty: 4775.943848
	Iteration 95Q: 3 clusters Score -1898371 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1898375.750000 Penalty: 4775.943848
	Iteration 96Q: 3 clusters Score -1898376 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1898385.375000 Penalty: 4775.943848
	Iteration 97Q: 3 clusters Score -1898385 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1898395.875000 Penalty: 4775.943848
	Iteration 98Q: 3 clusters Score -1898396 nChanged 40
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Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1898401.375000 Penalty: 4775.943848
	Iteration 99Q: 3 clusters Score -1898401 nChanged 35
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Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1898401.625000 Penalty: 4775.943848
	Iteration 100F: 3 clusters Score -1898402 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1898408.250000 Penalty: 4775.943848
	Iteration 101Q: 3 clusters Score -1898408 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1898416.250000 Penalty: 4775.943848
	Iteration 102Q: 3 clusters Score -1898416 nChanged 40
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Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1898422.750000 Penalty: 4775.943848
	Iteration 103Q: 3 clusters Score -1898423 nChanged 38
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Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1898427.875000 Penalty: 4775.943848
	Iteration 104Q: 3 clusters Score -1898428 nChanged 41
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Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1898434.000000 Penalty: 4775.943848
	Iteration 105Q: 3 clusters Score -1898434 nChanged 45
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Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1898443.875000 Penalty: 4775.943848
	Iteration 106Q: 3 clusters Score -1898444 nChanged 46
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Mstep: Class 1 contains 7454 members 
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Entering Unmasked Estep 
Score: -1898450.875000 Penalty: 4775.943848
	Iteration 107Q: 3 clusters Score -1898451 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1898453.500000 Penalty: 4775.943848
	Iteration 108Q: 3 clusters Score -1898454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1898462.250000 Penalty: 4775.943848
	Iteration 109Q: 3 clusters Score -1898462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1898459.000000 Penalty: 4775.943848
	Iteration 110Q: 3 clusters Score -1898459 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1898460.875000 Penalty: 4775.943848
	Iteration 111Q: 3 clusters Score -1898461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1898467.375000 Penalty: 4775.943848
	Iteration 112Q: 3 clusters Score -1898467 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1898476.875000 Penalty: 4775.943848
	Iteration 113Q: 3 clusters Score -1898477 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1898484.250000 Penalty: 4775.943848
	Iteration 114Q: 3 clusters Score -1898484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1898491 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1898502.375000 Penalty: 4775.943848
	Iteration 116Q: 3 clusters Score -1898502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1898500.500000 Penalty: 4775.943848
	Iteration 117Q: 3 clusters Score -1898500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1898514.250000 Penalty: 4775.943848
	Iteration 118Q: 3 clusters Score -1898514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1898524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1898523.750000 Penalty: 4775.943848
	Iteration 120F: 3 clusters Score -1898524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1898532.750000 Penalty: 4775.943848
	Iteration 121Q: 3 clusters Score -1898533 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1898543 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1898548 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1898555 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1898564.750000 Penalty: 4775.943848
	Iteration 125Q: 3 clusters Score -1898565 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1898579 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1898590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1898601.500000 Penalty: 4775.943848
	Iteration 128Q: 3 clusters Score -1898602 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1898610.750000 Penalty: 4775.943848
	Iteration 129Q: 3 clusters Score -1898611 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1898619.750000 Penalty: 4775.943848
	Iteration 130Q: 3 clusters Score -1898620 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1898637.125000 Penalty: 4775.943848
	Iteration 131Q: 3 clusters Score -1898637 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1898655.375000 Penalty: 4775.943848
	Iteration 132Q: 3 clusters Score -1898655 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1898670 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1898679.500000 Penalty: 4775.943848
	Iteration 134Q: 3 clusters Score -1898680 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1898699.375000 Penalty: 4775.943848
	Iteration 135Q: 3 clusters Score -1898699 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1898714.500000 Penalty: 4775.943848
	Iteration 136Q: 3 clusters Score -1898714 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1898731 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1898757.500000 Penalty: 4775.943848
	Iteration 138Q: 3 clusters Score -1898758 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1898779.625000 Penalty: 4775.943848
	Iteration 139Q: 3 clusters Score -1898780 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1898804.125000 Penalty: 4775.943848
	Iteration 140F: 3 clusters Score -1898804 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1898820.625000 Penalty: 4775.943848
	Iteration 141Q: 3 clusters Score -1898821 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1898840 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1898867 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1898891.625000 Penalty: 4775.943848
	Iteration 144Q: 3 clusters Score -1898892 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1898914.625000 Penalty: 4775.943848
	Iteration 145Q: 3 clusters Score -1898915 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1898939.250000 Penalty: 4775.943848
	Iteration 146Q: 3 clusters Score -1898939 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1898951.375000 Penalty: 4775.943848
	Iteration 147Q: 3 clusters Score -1898951 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1898967 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1898978.875000 Penalty: 4775.943848
	Iteration 149Q: 3 clusters Score -1898979 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1898994.375000 Penalty: 4775.943848
	Iteration 150Q: 3 clusters Score -1898994 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1898997.500000 Penalty: 4775.943848
	Iteration 151Q: 3 clusters Score -1898998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1899012.625000 Penalty: 4775.943848
	Iteration 152Q: 3 clusters Score -1899013 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1899026.750000 Penalty: 4775.943848
	Iteration 153Q: 3 clusters Score -1899027 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1899033.250000 Penalty: 4775.943848
	Iteration 154Q: 3 clusters Score -1899033 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1899038.625000 Penalty: 4775.943848
	Iteration 155Q: 3 clusters Score -1899039 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1899046.375000 Penalty: 4775.943848
	Iteration 156Q: 3 clusters Score -1899046 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1899061.125000 Penalty: 4775.943848
	Iteration 157Q: 3 clusters Score -1899061 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1899070.750000 Penalty: 4775.943848
	Iteration 158Q: 3 clusters Score -1899071 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1899085.000000 Penalty: 4775.943848
	Iteration 159Q: 3 clusters Score -1899085 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1899088.500000 Penalty: 4775.943848
	Iteration 160F: 3 clusters Score -1899088 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1899101.250000 Penalty: 4775.943848
	Iteration 161Q: 3 clusters Score -1899101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1899106.750000 Penalty: 4775.943848
	Iteration 162Q: 3 clusters Score -1899107 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1899122.250000 Penalty: 4775.943848
	Iteration 163Q: 3 clusters Score -1899122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1899131.750000 Penalty: 4775.943848
	Iteration 164Q: 3 clusters Score -1899132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1899137.375000 Penalty: 4775.943848
	Iteration 165Q: 3 clusters Score -1899137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1899140.875000 Penalty: 4775.943848
	Iteration 166Q: 3 clusters Score -1899141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1899143.125000 Penalty: 4775.943848
	Iteration 167Q: 3 clusters Score -1899143 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1899151.875000 Penalty: 4775.943848
	Iteration 168Q: 3 clusters Score -1899152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1899154.750000 Penalty: 4775.943848
	Iteration 169Q: 3 clusters Score -1899155 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1899167.875000 Penalty: 4775.943848
	Iteration 170Q: 3 clusters Score -1899168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1899176.750000 Penalty: 4775.943848
	Iteration 171Q: 3 clusters Score -1899177 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1899183.125000 Penalty: 4775.943848
	Iteration 172Q: 3 clusters Score -1899183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1899189.500000 Penalty: 4775.943848
	Iteration 173Q: 3 clusters Score -1899190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1899191.125000 Penalty: 4775.943848
	Iteration 174Q: 3 clusters Score -1899191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1899191.625000 Penalty: 4775.943848
	Iteration 175Q: 3 clusters Score -1899192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1899193.250000 Penalty: 4775.943848
	Iteration 176Q: 3 clusters Score -1899193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1899191.875000 Penalty: 4775.943848
	Iteration 177Q: 3 clusters Score -1899192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1899195.250000 Penalty: 4775.943848
	Iteration 178Q: 3 clusters Score -1899195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1899198.000000 Penalty: 4775.943848
	Iteration 179Q: 3 clusters Score -1899198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1899203.500000 Penalty: 4775.943848
	Iteration 180F: 3 clusters Score -1899204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1899205.500000 Penalty: 4775.943848
	Iteration 181Q: 3 clusters Score -1899206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1899209.750000 Penalty: 4775.943848
	Iteration 182Q: 3 clusters Score -1899210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1899210.125000 Penalty: 4775.943848
	Iteration 183Q: 3 clusters Score -1899210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1899211.125000 Penalty: 4775.943848
	Iteration 184Q: 3 clusters Score -1899211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1899213.750000 Penalty: 4775.943848
	Iteration 185Q: 3 clusters Score -1899214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1899208.875000 Penalty: 4775.943848
	Iteration 186Q: 3 clusters Score -1899209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1899211.000000 Penalty: 4775.943848
	Iteration 187Q: 3 clusters Score -1899211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1899211.750000 Penalty: 4775.943848
	Iteration 188Q: 3 clusters Score -1899212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1899221.875000 Penalty: 4775.943848
	Iteration 189Q: 3 clusters Score -1899222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1899226.625000 Penalty: 4775.943848
	Iteration 190Q: 3 clusters Score -1899227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1899231.625000 Penalty: 4775.943848
	Iteration 191Q: 3 clusters Score -1899232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1899241.000000 Penalty: 4775.943848
	Iteration 192Q: 3 clusters Score -1899241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1899244.250000 Penalty: 4775.943848
	Iteration 193Q: 3 clusters Score -1899244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1899245.500000 Penalty: 4775.943848
	Iteration 194Q: 3 clusters Score -1899246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1899251.125000 Penalty: 4775.943848
	Iteration 195Q: 3 clusters Score -1899251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1899249.750000 Penalty: 4775.943848
	Iteration 196Q: 3 clusters Score -1899250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1899248.625000 Penalty: 4775.943848
	Iteration 197Q: 3 clusters Score -1899249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1899247.375000 Penalty: 4775.943848
	Iteration 198Q: 3 clusters Score -1899247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1899247.375000 Penalty: 4775.943848
	Iteration 199F: 3 clusters Score -1899247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8047 members 
Entering Unmasked Estep 
Score: -1011053.312500 Penalty: 2230.277588
	Iteration 0F: 2 clusters Score -1011053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1004613.750000 Penalty: 4460.555176
	Iteration 0F: 3 clusters Score -1004614 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1006461.750000 Penalty: 4460.555176
	Iteration 1F: 3 clusters Score -1006462 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1006823.125000 Penalty: 4460.555176
	Iteration 2F: 3 clusters Score -1006823 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1007201.500000 Penalty: 4460.555176
	Iteration 3F: 3 clusters Score -1007202 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1007529.500000 Penalty: 4460.555176
	Iteration 4F: 3 clusters Score -1007530 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1007844.062500 Penalty: 4460.555176
	Iteration 5F: 3 clusters Score -1007844 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1008131.375000 Penalty: 4460.555176
	Iteration 6F: 3 clusters Score -1008131 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1008404.125000 Penalty: 4460.555176
	Iteration 7F: 3 clusters Score -1008404 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1008665.000000 Penalty: 4460.555176
	Iteration 8F: 3 clusters Score -1008665 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1008889.125000 Penalty: 4460.555176
	Iteration 9Q: 3 clusters Score -1008889 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1009079.062500 Penalty: 4460.555176
	Iteration 10Q: 3 clusters Score -1009079 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1009218.875000 Penalty: 4460.555176
	Iteration 11Q: 3 clusters Score -1009219 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1009327.750000 Penalty: 4460.555176
	Iteration 12Q: 3 clusters Score -1009328 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1009415.187500 Penalty: 4460.555176
	Iteration 13Q: 3 clusters Score -1009415 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1009473.562500 Penalty: 4460.555176
	Iteration 14Q: 3 clusters Score -1009474 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1009515.312500 Penalty: 4460.555176
	Iteration 15Q: 3 clusters Score -1009515 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1009549.375000 Penalty: 4460.555176
	Iteration 16Q: 3 clusters Score -1009549 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1009570.562500 Penalty: 4460.555176
	Iteration 17Q: 3 clusters Score -1009571 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1009593.750000 Penalty: 4460.555176
	Iteration 18Q: 3 clusters Score -1009594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1009609.625000 Penalty: 4460.555176
	Iteration 19Q: 3 clusters Score -1009610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1009619.937500 Penalty: 4460.555176
	Iteration 20F: 3 clusters Score -1009620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1009632.375000 Penalty: 4460.555176
	Iteration 21Q: 3 clusters Score -1009632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1009645.062500 Penalty: 4460.555176
	Iteration 22Q: 3 clusters Score -1009645 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1009654.437500 Penalty: 4460.555176
	Iteration 23Q: 3 clusters Score -1009654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1009670.687500 Penalty: 4460.555176
	Iteration 24Q: 3 clusters Score -1009671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1009678.937500 Penalty: 4460.555176
	Iteration 25Q: 3 clusters Score -1009679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1009694.750000 Penalty: 4460.555176
	Iteration 26Q: 3 clusters Score -1009695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1009706.562500 Penalty: 4460.555176
	Iteration 27Q: 3 clusters Score -1009707 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1009721.250000 Penalty: 4460.555176
	Iteration 28Q: 3 clusters Score -1009721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1009738.125000 Penalty: 4460.555176
	Iteration 29Q: 3 clusters Score -1009738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1009754.437500 Penalty: 4460.555176
	Iteration 30Q: 3 clusters Score -1009754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1009770.250000 Penalty: 4460.555176
	Iteration 31Q: 3 clusters Score -1009770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1009778.375000 Penalty: 4460.555176
	Iteration 32Q: 3 clusters Score -1009778 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1009788.812500 Penalty: 4460.555176
	Iteration 33Q: 3 clusters Score -1009789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1009796.375000 Penalty: 4460.555176
	Iteration 34Q: 3 clusters Score -1009796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1009800.625000 Penalty: 4460.555176
	Iteration 35Q: 3 clusters Score -1009801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1009805.687500 Penalty: 4460.555176
	Iteration 36Q: 3 clusters Score -1009806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1009813.875000 Penalty: 4460.555176
	Iteration 37Q: 3 clusters Score -1009814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1009817.687500 Penalty: 4460.555176
	Iteration 38Q: 3 clusters Score -1009818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1009823.312500 Penalty: 4460.555176
	Iteration 39Q: 3 clusters Score -1009823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1009826.250000 Penalty: 4460.555176
	Iteration 40F: 3 clusters Score -1009826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1009829.375000 Penalty: 4460.555176
	Iteration 41Q: 3 clusters Score -1009829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1009835.250000 Penalty: 4460.555176
	Iteration 42Q: 3 clusters Score -1009835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1009841.125000 Penalty: 4460.555176
	Iteration 43Q: 3 clusters Score -1009841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1009845.750000 Penalty: 4460.555176
	Iteration 44Q: 3 clusters Score -1009846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1009852.562500 Penalty: 4460.555176
	Iteration 45Q: 3 clusters Score -1009853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1009855.437500 Penalty: 4460.555176
	Iteration 46Q: 3 clusters Score -1009855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1009859.937500 Penalty: 4460.555176
	Iteration 47Q: 3 clusters Score -1009860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1009863.375000 Penalty: 4460.555176
	Iteration 48Q: 3 clusters Score -1009863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1009865.125000 Penalty: 4460.555176
	Iteration 49Q: 3 clusters Score -1009865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1009872.812500 Penalty: 4460.555176
	Iteration 50Q: 3 clusters Score -1009873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1009875.000000 Penalty: 4460.555176
	Iteration 51Q: 3 clusters Score -1009875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1009876.875000 Penalty: 4460.555176
	Iteration 52Q: 3 clusters Score -1009877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1009880.437500 Penalty: 4460.555176
	Iteration 53Q: 3 clusters Score -1009880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1009882.687500 Penalty: 4460.555176
	Iteration 54Q: 3 clusters Score -1009883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1009886.750000 Penalty: 4460.555176
	Iteration 55Q: 3 clusters Score -1009887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1009887.562500 Penalty: 4460.555176
	Iteration 56Q: 3 clusters Score -1009888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1009888.687500 Penalty: 4460.555176
	Iteration 57Q: 3 clusters Score -1009889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1009891.187500 Penalty: 4460.555176
	Iteration 58Q: 3 clusters Score -1009891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1009891.125000 Penalty: 4460.555176
	Iteration 59Q: 3 clusters Score -1009891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1009892.562500 Penalty: 4460.555176
	Iteration 60F: 3 clusters Score -1009893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1009891.687500 Penalty: 4460.555176
	Iteration 61Q: 3 clusters Score -1009892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1009891.687500 Penalty: 4460.555176
	Iteration 62F: 3 clusters Score -1009892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Entering Unmasked Estep 
Score: -3510975.750000 Penalty: 2549.959473
	Iteration 0F: 2 clusters Score -3510976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -3490862.250000 Penalty: 5099.918945
	Iteration 0F: 3 clusters Score -3490862 nChanged 13148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3498153.250000 Penalty: 5099.918945
	Iteration 1F: 3 clusters Score -3498153 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3498821.250000 Penalty: 5099.918945
	Iteration 2F: 3 clusters Score -3498821 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3499476.500000 Penalty: 5099.918945
	Iteration 3F: 3 clusters Score -3499476 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3500216.750000 Penalty: 5099.918945
	Iteration 4F: 3 clusters Score -3500217 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -3501051.500000 Penalty: 5099.918945
	Iteration 5F: 3 clusters Score -3501052 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -3501908.000000 Penalty: 5099.918945
	Iteration 6F: 3 clusters Score -3501908 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3502776.750000 Penalty: 5099.918945
	Iteration 7F: 3 clusters Score -3502777 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -3503614.500000 Penalty: 5099.918945
	Iteration 8F: 3 clusters Score -3503614 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3504436.750000 Penalty: 5099.918945
	Iteration 9Q: 3 clusters Score -3504437 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3505217.000000 Penalty: 5099.918945
	Iteration 10Q: 3 clusters Score -3505217 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -3505909.500000 Penalty: 5099.918945
	Iteration 11Q: 3 clusters Score -3505910 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -3506505.000000 Penalty: 5099.918945
	Iteration 12Q: 3 clusters Score -3506505 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3506983.750000 Penalty: 5099.918945
	Iteration 13Q: 3 clusters Score -3506984 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -3507327.000000 Penalty: 5099.918945
	Iteration 14Q: 3 clusters Score -3507327 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3507621.250000 Penalty: 5099.918945
	Iteration 15Q: 3 clusters Score -3507621 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3507865.500000 Penalty: 5099.918945
	Iteration 16Q: 3 clusters Score -3507866 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3508043.750000 Penalty: 5099.918945
	Iteration 17Q: 3 clusters Score -3508044 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -3508237.250000 Penalty: 5099.918945
	Iteration 18Q: 3 clusters Score -3508237 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3508424.750000 Penalty: 5099.918945
	Iteration 19Q: 3 clusters Score -3508425 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3508605.000000 Penalty: 5099.918945
	Iteration 20F: 3 clusters Score -3508605 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3508729.000000 Penalty: 5099.918945
	Iteration 21Q: 3 clusters Score -3508729 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3508872.250000 Penalty: 5099.918945
	Iteration 22Q: 3 clusters Score -3508872 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3508978.000000 Penalty: 5099.918945
	Iteration 23Q: 3 clusters Score -3508978 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3509031.000000 Penalty: 5099.918945
	Iteration 24Q: 3 clusters Score -3509031 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3509070.500000 Penalty: 5099.918945
	Iteration 25Q: 3 clusters Score -3509070 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3509096.000000 Penalty: 5099.918945
	Iteration 26Q: 3 clusters Score -3509096 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3509123.750000 Penalty: 5099.918945
	Iteration 27Q: 3 clusters Score -3509124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3509149.250000 Penalty: 5099.918945
	Iteration 28Q: 3 clusters Score -3509149 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3509169.500000 Penalty: 5099.918945
	Iteration 29Q: 3 clusters Score -3509170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3509179.250000 Penalty: 5099.918945
	Iteration 30Q: 3 clusters Score -3509179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3509183.250000 Penalty: 5099.918945
	Iteration 31Q: 3 clusters Score -3509183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3509195.000000 Penalty: 5099.918945
	Iteration 32Q: 3 clusters Score -3509195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3509203.000000 Penalty: 5099.918945
	Iteration 33Q: 3 clusters Score -3509203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3509203.000000 Penalty: 5099.918945
	Iteration 34Q: 3 clusters Score -3509203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3509211.250000 Penalty: 5099.918945
	Iteration 35Q: 3 clusters Score -3509211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3509212.000000 Penalty: 5099.918945
	Iteration 36Q: 3 clusters Score -3509212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3509215.000000 Penalty: 5099.918945
	Iteration 37Q: 3 clusters Score -3509215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3509218.000000 Penalty: 5099.918945
	Iteration 38Q: 3 clusters Score -3509218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3509221.750000 Penalty: 5099.918945
	Iteration 39Q: 3 clusters Score -3509222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3509219.250000 Penalty: 5099.918945
	Iteration 40F: 3 clusters Score -3509219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3509218.250000 Penalty: 5099.918945
	Iteration 41Q: 3 clusters Score -3509218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3509218.250000 Penalty: 5099.918945
	Iteration 42F: 3 clusters Score -3509218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 7486 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 5248 members 
Mstep: Class 5 contains 4543 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 276129 members 
Mstep: Class 8 contains 13727 members 
Mstep: Class 9 contains 31325 members 
Mstep: Class 11 contains 445 members 
Mstep: Class 12 contains 14656 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 61181 members 
Mstep: Class 15 contains 42019 members 
Mstep: Class 16 contains 15198 members 
Mstep: Class 17 contains 8047 members 
Mstep: Class 18 contains 29205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826704.000000 Penalty: 73559.882812
Iteration 79Q: 23 clusters Score -9.08267e+07 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 8615 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 5251 members 
Mstep: Class 5 contains 4537 members 
Mstep: Class 6 contains 600 members 
Mstep: Class 7 contains 277724 members 
Mstep: Class 8 contains 13812 members 
Mstep: Class 9 contains 31306 members 
Mstep: Class 10 contains 156614 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 14646 members 
Mstep: Class 13 contains 603 members 
Mstep: Class 14 contains 60972 members 
Mstep: Class 15 contains 41988 members 
Mstep: Class 16 contains 14893 members 
Mstep: Class 17 contains 7983 members 
Mstep: Class 18 contains 29231 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 5056 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828584.000000 Penalty: 73559.882812
Iteration 80F: 23 clusters Score -9.082858e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 9364 members 
Mstep: Class 3 contains 1306 members 
Mstep: Class 4 contains 5228 members 
Mstep: Class 5 contains 4538 members 
Mstep: Class 6 contains 598 members 
Mstep: Class 7 contains 278541 members 
Mstep: Class 8 contains 13750 members 
Mstep: Class 9 contains 31169 members 
Mstep: Class 10 contains 155870 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 14622 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 60762 members 
Mstep: Class 15 contains 41876 members 
Mstep: Class 16 contains 14513 members 
Mstep: Class 17 contains 7924 members 
Mstep: Class 18 contains 29058 members 
Mstep: Class 19 contains 460 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 5411 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 23 clusters Score -9.082966e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 9943 members 
Mstep: Class 3 contains 1303 members 
Mstep: Class 4 contains 5220 members 
Mstep: Class 5 contains 4538 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 279206 members 
Mstep: Class 8 contains 13733 members 
Mstep: Class 9 contains 31042 members 
Mstep: Class 10 contains 155306 members 
Mstep: Class 11 contains 449 members 
Mstep: Class 12 contains 14607 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 60548 members 
Mstep: Class 15 contains 41796 members 
Mstep: Class 16 contains 14211 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 28976 members 
Mstep: Class 19 contains 481 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 5640 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90829680.000000 Penalty: 73559.882812
Iteration 82Q: 23 clusters Score -9.082968e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 10430 members 
Mstep: Class 3 contains 1304 members 
Mstep: Class 4 contains 5219 members 
Mstep: Class 5 contains 4538 members 
Mstep: Class 6 contains 594 members 
Mstep: Class 7 contains 279702 members 
Mstep: Class 8 contains 13767 members 
Mstep: Class 9 contains 30924 members 
Mstep: Class 10 contains 154917 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 14588 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 60310 members 
Mstep: Class 15 contains 41734 members 
Mstep: Class 16 contains 13975 members 
Mstep: Class 17 contains 7806 members 
Mstep: Class 18 contains 28915 members 
Mstep: Class 19 contains 488 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 5789 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 23 clusters Score -9.083031e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 10850 members 
Mstep: Class 3 contains 1303 members 
Mstep: Class 4 contains 5219 members 
Mstep: Class 5 contains 4539 members 
Mstep: Class 6 contains 591 members 
Mstep: Class 7 contains 280014 members 
Mstep: Class 8 contains 13814 members 
Mstep: Class 9 contains 30795 members 
Mstep: Class 10 contains 154752 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 14567 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 60083 members 
Mstep: Class 15 contains 41699 members 
Mstep: Class 16 contains 13782 members 
Mstep: Class 17 contains 7729 members 
Mstep: Class 18 contains 28884 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 5883 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 23 clusters Score -9.083066e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 11201 members 
Mstep: Class 3 contains 1306 members 
Mstep: Class 4 contains 5224 members 
Mstep: Class 5 contains 4540 members 
Mstep: Class 6 contains 590 members 
Mstep: Class 7 contains 280162 members 
Mstep: Class 8 contains 13859 members 
Mstep: Class 9 contains 30660 members 
Mstep: Class 10 contains 154785 members 
Mstep: Class 11 contains 452 members 
Mstep: Class 12 contains 14543 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 59841 members 
Mstep: Class 15 contains 41668 members 
Mstep: Class 16 contains 13645 members 
Mstep: Class 17 contains 7663 members 
Mstep: Class 18 contains 28864 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 5943 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 23 clusters Score -9.083055e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 5228 members 
Mstep: Class 5 contains 4540 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 280223 members 
Mstep: Class 8 contains 13901 members 
Mstep: Class 9 contains 30548 members 
Mstep: Class 10 contains 154918 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 14517 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 59609 members 
Mstep: Class 15 contains 41643 members 
Mstep: Class 16 contains 13512 members 
Mstep: Class 17 contains 7591 members 
Mstep: Class 18 contains 28853 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 788 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90830672.000000 Penalty: 73559.882812
Iteration 86Q: 23 clusters Score -9.083067e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 5227 members 
Mstep: Class 5 contains 4541 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 280110 members 
Mstep: Class 8 contains 13960 members 
Mstep: Class 9 contains 30436 members 
Mstep: Class 10 contains 155211 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 14508 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 59391 members 
Mstep: Class 15 contains 41614 members 
Mstep: Class 16 contains 13411 members 
Mstep: Class 17 contains 7511 members 
Mstep: Class 18 contains 28859 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 788 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90830584.000000 Penalty: 73559.882812
Iteration 87Q: 23 clusters Score -9.083058e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 11964 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 5227 members 
Mstep: Class 5 contains 4542 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 279902 members 
Mstep: Class 8 contains 14003 members 
Mstep: Class 9 contains 30336 members 
Mstep: Class 10 contains 155591 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 14510 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 59177 members 
Mstep: Class 15 contains 41613 members 
Mstep: Class 16 contains 13340 members 
Mstep: Class 17 contains 7432 members 
Mstep: Class 18 contains 28860 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 788 members 
Mstep: Class 21 contains 6060 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90830656.000000 Penalty: 73559.882812
Iteration 88Q: 23 clusters Score -9.083066e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 12141 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 4545 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 279643 members 
Mstep: Class 8 contains 14027 members 
Mstep: Class 9 contains 30236 members 
Mstep: Class 10 contains 156036 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 14528 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 58956 members 
Mstep: Class 15 contains 41613 members 
Mstep: Class 16 contains 13277 members 
Mstep: Class 17 contains 7359 members 
Mstep: Class 18 contains 28878 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 788 members 
Mstep: Class 21 contains 6089 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90830912.000000 Penalty: 73559.882812
Iteration 89Q: 23 clusters Score -9.083091e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 12300 members 
Mstep: Class 3 contains 1314 members 
Mstep: Class 4 contains 5234 members 
Mstep: Class 5 contains 4547 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 279285 members 
Mstep: Class 8 contains 14055 members 
Mstep: Class 9 contains 30139 members 
Mstep: Class 10 contains 156580 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 14535 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 58760 members 
Mstep: Class 15 contains 41609 members 
Mstep: Class 16 contains 13217 members 
Mstep: Class 17 contains 7284 members 
Mstep: Class 18 contains 28885 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 788 members 
Mstep: Class 21 contains 6114 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90830760.000000 Penalty: 73559.882812
Iteration 90Q: 23 clusters Score -9.083076e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 12427 members 
Mstep: Class 3 contains 1315 members 
Mstep: Class 4 contains 5238 members 
Mstep: Class 5 contains 4547 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 278841 members 
Mstep: Class 8 contains 14075 members 
Mstep: Class 9 contains 30063 members 
Mstep: Class 10 contains 157167 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 14544 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 58609 members 
Mstep: Class 15 contains 41613 members 
Mstep: Class 16 contains 13167 members 
Mstep: Class 17 contains 7214 members 
Mstep: Class 18 contains 28895 members 
Mstep: Class 19 contains 495 members 
Mstep: Class 20 contains 788 members 
Mstep: Class 21 contains 6134 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90830656.000000 Penalty: 73559.882812
Iteration 91Q: 23 clusters Score -9.083066e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 12526 members 
Mstep: Class 3 contains 1315 members 
Mstep: Class 4 contains 5238 members 
Mstep: Class 5 contains 4548 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 278341 members 
Mstep: Class 8 contains 14128 members 
Mstep: Class 9 contains 29949 members 
Mstep: Class 10 contains 157829 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 14555 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 58469 members 
Mstep: Class 15 contains 41628 members 
Mstep: Class 16 contains 13130 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 28888 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 788 members 
Mstep: Class 21 contains 6151 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90830808.000000 Penalty: 73559.882812
Iteration 92Q: 23 clusters Score -9.083081e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 12635 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5240 members 
Mstep: Class 5 contains 4548 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 277803 members 
Mstep: Class 8 contains 14170 members 
Mstep: Class 9 contains 29841 members 
Mstep: Class 10 contains 158492 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 14561 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 58338 members 
Mstep: Class 15 contains 41640 members 
Mstep: Class 16 contains 13088 members 
Mstep: Class 17 contains 7088 members 
Mstep: Class 18 contains 28890 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 788 members 
Mstep: Class 21 contains 6175 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90830944.000000 Penalty: 73559.882812
Iteration 93Q: 23 clusters Score -9.083094e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 12736 members 
Mstep: Class 3 contains 1314 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 4548 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 277274 members 
Mstep: Class 8 contains 14209 members 
Mstep: Class 9 contains 29721 members 
Mstep: Class 10 contains 159139 members 
Mstep: Class 11 contains 447 members 
Mstep: Class 12 contains 14573 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 58184 members 
Mstep: Class 15 contains 41650 members 
Mstep: Class 16 contains 13047 members 
Mstep: Class 17 contains 7049 members 
Mstep: Class 18 contains 28905 members 
Mstep: Class 19 contains 492 members 
Mstep: Class 20 contains 788 members 
Mstep: Class 21 contains 6207 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90830928.000000 Penalty: 73559.882812
Iteration 94Q: 23 clusters Score -9.083093e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 12815 members 
Mstep: Class 3 contains 1314 members 
Mstep: Class 4 contains 5239 members 
Mstep: Class 5 contains 4548 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 276778 members 
Mstep: Class 8 contains 14240 members 
Mstep: Class 9 contains 29598 members 
Mstep: Class 10 contains 159768 members 
Mstep: Class 11 contains 446 members 
Mstep: Class 12 contains 14578 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 58068 members 
Mstep: Class 15 contains 41661 members 
Mstep: Class 16 contains 13003 members 
Mstep: Class 17 contains 7009 members 
Mstep: Class 18 contains 28921 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 788 members 
Mstep: Class 21 contains 6242 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90831160.000000 Penalty: 73559.882812
Iteration 95Q: 23 clusters Score -9.083116e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 12900 members 
Mstep: Class 3 contains 1315 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 4549 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 276298 members 
Mstep: Class 8 contains 14275 members 
Mstep: Class 9 contains 29486 members 
Mstep: Class 10 contains 160319 members 
Mstep: Class 11 contains 443 members 
Mstep: Class 12 contains 14583 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57998 members 
Mstep: Class 15 contains 41657 members 
Mstep: Class 16 contains 12964 members 
Mstep: Class 17 contains 6964 members 
Mstep: Class 18 contains 28938 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 788 members 
Mstep: Class 21 contains 6278 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90831040.000000 Penalty: 73559.882812
Iteration 96Q: 23 clusters Score -9.083104e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 12974 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 5249 members 
Mstep: Class 5 contains 4550 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 275823 members 
Mstep: Class 8 contains 14325 members 
Mstep: Class 9 contains 29391 members 
Mstep: Class 10 contains 160854 members 
Mstep: Class 11 contains 443 members 
Mstep: Class 12 contains 14573 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57936 members 
Mstep: Class 15 contains 41652 members 
Mstep: Class 16 contains 12926 members 
Mstep: Class 17 contains 6921 members 
Mstep: Class 18 contains 28962 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 788 members 
Mstep: Class 21 contains 6301 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
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Score: -90831208.000000 Penalty: 73559.882812
Iteration 97Q: 23 clusters Score -9.083121e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 13042 members 
Mstep: Class 3 contains 1317 members 
Mstep: Class 4 contains 5254 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 275413 members 
Mstep: Class 8 contains 14342 members 
Mstep: Class 9 contains 29309 members 
Mstep: Class 10 contains 161309 members 
Mstep: Class 11 contains 444 members 
Mstep: Class 12 contains 14574 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57874 members 
Mstep: Class 15 contains 41643 members 
Mstep: Class 16 contains 12903 members 
Mstep: Class 17 contains 6880 members 
Mstep: Class 18 contains 28998 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 789 members 
Mstep: Class 21 contains 6329 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
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Iteration 98Q: 23 clusters Score -9.08312e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 13104 members 
Mstep: Class 3 contains 1315 members 
Mstep: Class 4 contains 5257 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 275073 members 
Mstep: Class 8 contains 14350 members 
Mstep: Class 9 contains 29249 members 
Mstep: Class 10 contains 161693 members 
Mstep: Class 11 contains 444 members 
Mstep: Class 12 contains 14577 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57816 members 
Mstep: Class 15 contains 41641 members 
Mstep: Class 16 contains 12883 members 
Mstep: Class 17 contains 6837 members 
Mstep: Class 18 contains 29008 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 6365 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
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Iteration 99Q: 23 clusters Score -9.083112e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 13179 members 
Mstep: Class 3 contains 1315 members 
Mstep: Class 4 contains 5255 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 274858 members 
Mstep: Class 8 contains 14365 members 
Mstep: Class 9 contains 29186 members 
Mstep: Class 10 contains 161965 members 
Mstep: Class 11 contains 441 members 
Mstep: Class 12 contains 14574 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57747 members 
Mstep: Class 15 contains 41651 members 
Mstep: Class 16 contains 12844 members 
Mstep: Class 17 contains 6800 members 
Mstep: Class 18 contains 29018 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 6401 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
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Score: -90831040.000000 Penalty: 73559.882812
Iteration 100F: 23 clusters Score -9.083104e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 13233 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 4 contains 5253 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 274671 members 
Mstep: Class 8 contains 14392 members 
Mstep: Class 9 contains 29116 members 
Mstep: Class 10 contains 162169 members 
Mstep: Class 11 contains 439 members 
Mstep: Class 12 contains 14576 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57702 members 
Mstep: Class 15 contains 41654 members 
Mstep: Class 16 contains 12824 members 
Mstep: Class 17 contains 6770 members 
Mstep: Class 18 contains 29019 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 6438 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90831472.000000 Penalty: 73559.882812
Iteration 101Q: 23 clusters Score -9.083147e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 13278 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 4 contains 5254 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 274532 members 
Mstep: Class 8 contains 14410 members 
Mstep: Class 9 contains 29044 members 
Mstep: Class 10 contains 162316 members 
Mstep: Class 11 contains 437 members 
Mstep: Class 12 contains 14577 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57678 members 
Mstep: Class 15 contains 41651 members 
Mstep: Class 16 contains 12807 members 
Mstep: Class 17 contains 6740 members 
Mstep: Class 18 contains 29029 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 6484 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90831200.000000 Penalty: 73559.882812
Iteration 102Q: 23 clusters Score -9.08312e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 13321 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 4 contains 5257 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 586 members 
Mstep: Class 7 contains 274387 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 28963 members 
Mstep: Class 10 contains 162454 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14582 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57663 members 
Mstep: Class 15 contains 41650 members 
Mstep: Class 16 contains 12790 members 
Mstep: Class 17 contains 6717 members 
Mstep: Class 18 contains 29027 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 6521 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 23 clusters Score -9.083134e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 13355 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 4 contains 5257 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 274273 members 
Mstep: Class 8 contains 14500 members 
Mstep: Class 9 contains 28883 members 
Mstep: Class 10 contains 162580 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 14582 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57647 members 
Mstep: Class 15 contains 41648 members 
Mstep: Class 16 contains 12775 members 
Mstep: Class 17 contains 6697 members 
Mstep: Class 18 contains 29033 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 6556 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
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Iteration 104Q: 23 clusters Score -9.083158e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 13390 members 
Mstep: Class 3 contains 1317 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274216 members 
Mstep: Class 8 contains 14551 members 
Mstep: Class 9 contains 28807 members 
Mstep: Class 10 contains 162652 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 14576 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57621 members 
Mstep: Class 15 contains 41643 members 
Mstep: Class 16 contains 12755 members 
Mstep: Class 17 contains 6684 members 
Mstep: Class 18 contains 29044 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6579 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90831624.000000 Penalty: 73559.882812
Iteration 105Q: 23 clusters Score -9.083162e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 13410 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 4 contains 5260 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274214 members 
Mstep: Class 8 contains 14616 members 
Mstep: Class 9 contains 28705 members 
Mstep: Class 10 contains 162697 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 14571 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57597 members 
Mstep: Class 15 contains 41643 members 
Mstep: Class 16 contains 12744 members 
Mstep: Class 17 contains 6668 members 
Mstep: Class 18 contains 29054 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6593 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 23 clusters Score -9.083156e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 13426 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274214 members 
Mstep: Class 8 contains 14664 members 
Mstep: Class 9 contains 28628 members 
Mstep: Class 10 contains 162712 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 14570 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57567 members 
Mstep: Class 15 contains 41650 members 
Mstep: Class 16 contains 12730 members 
Mstep: Class 17 contains 6662 members 
Mstep: Class 18 contains 29059 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6617 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90831688.000000 Penalty: 73559.882812
Iteration 107Q: 23 clusters Score -9.083169e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 13438 members 
Mstep: Class 3 contains 1314 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274194 members 
Mstep: Class 8 contains 14706 members 
Mstep: Class 9 contains 28566 members 
Mstep: Class 10 contains 162745 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 14577 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57546 members 
Mstep: Class 15 contains 41651 members 
Mstep: Class 16 contains 12722 members 
Mstep: Class 17 contains 6650 members 
Mstep: Class 18 contains 29062 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6641 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90831824.000000 Penalty: 73559.882812
Iteration 108Q: 23 clusters Score -9.083182e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 13457 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 5260 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274199 members 
Mstep: Class 8 contains 14771 members 
Mstep: Class 9 contains 28493 members 
Mstep: Class 10 contains 162739 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 14574 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57522 members 
Mstep: Class 15 contains 41655 members 
Mstep: Class 16 contains 12715 members 
Mstep: Class 17 contains 6641 members 
Mstep: Class 18 contains 29075 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6652 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90831888.000000 Penalty: 73559.882812
Iteration 109Q: 23 clusters Score -9.083189e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 13476 members 
Mstep: Class 3 contains 1307 members 
Mstep: Class 4 contains 5259 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274217 members 
Mstep: Class 8 contains 14817 members 
Mstep: Class 9 contains 28417 members 
Mstep: Class 10 contains 162739 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 14578 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57506 members 
Mstep: Class 15 contains 41657 members 
Mstep: Class 16 contains 12702 members 
Mstep: Class 17 contains 6629 members 
Mstep: Class 18 contains 29082 members 
Mstep: Class 19 contains 490 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6672 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832000.000000 Penalty: 73559.882812
Iteration 110Q: 23 clusters Score -9.0832e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 13491 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 5260 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274248 members 
Mstep: Class 8 contains 14865 members 
Mstep: Class 9 contains 28337 members 
Mstep: Class 10 contains 162733 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 14575 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57484 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12692 members 
Mstep: Class 17 contains 6620 members 
Mstep: Class 18 contains 29088 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6688 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832256.000000 Penalty: 73559.882812
Iteration 111Q: 23 clusters Score -9.083226e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 13510 members 
Mstep: Class 3 contains 1303 members 
Mstep: Class 4 contains 5260 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274279 members 
Mstep: Class 8 contains 14916 members 
Mstep: Class 9 contains 28259 members 
Mstep: Class 10 contains 162720 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 14575 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57460 members 
Mstep: Class 15 contains 41665 members 
Mstep: Class 16 contains 12684 members 
Mstep: Class 17 contains 6609 members 
Mstep: Class 18 contains 29093 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6705 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832296.000000 Penalty: 73559.882812
Iteration 112Q: 23 clusters Score -9.08323e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 13526 members 
Mstep: Class 3 contains 1303 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274306 members 
Mstep: Class 8 contains 14950 members 
Mstep: Class 9 contains 28212 members 
Mstep: Class 10 contains 162696 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 14569 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57452 members 
Mstep: Class 15 contains 41665 members 
Mstep: Class 16 contains 12667 members 
Mstep: Class 17 contains 6593 members 
Mstep: Class 18 contains 29109 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832440.000000 Penalty: 73559.882812
Iteration 113Q: 23 clusters Score -9.083244e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 13544 members 
Mstep: Class 3 contains 1304 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274353 members 
Mstep: Class 8 contains 14986 members 
Mstep: Class 9 contains 28171 members 
Mstep: Class 10 contains 162648 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 14564 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57440 members 
Mstep: Class 15 contains 41659 members 
Mstep: Class 16 contains 12652 members 
Mstep: Class 17 contains 6581 members 
Mstep: Class 18 contains 29118 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6736 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832520.000000 Penalty: 73559.882812
Iteration 114Q: 23 clusters Score -9.083252e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 13557 members 
Mstep: Class 3 contains 1303 members 
Mstep: Class 4 contains 5262 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274429 members 
Mstep: Class 8 contains 15004 members 
Mstep: Class 9 contains 28129 members 
Mstep: Class 10 contains 162579 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 14568 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57431 members 
Mstep: Class 15 contains 41657 members 
Mstep: Class 16 contains 12640 members 
Mstep: Class 17 contains 6571 members 
Mstep: Class 18 contains 29118 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832552.000000 Penalty: 73559.882812
Iteration 115Q: 23 clusters Score -9.083255e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 13570 members 
Mstep: Class 3 contains 1303 members 
Mstep: Class 4 contains 5262 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274536 members 
Mstep: Class 8 contains 15020 members 
Mstep: Class 9 contains 28087 members 
Mstep: Class 10 contains 162492 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 14569 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57422 members 
Mstep: Class 15 contains 41654 members 
Mstep: Class 16 contains 12625 members 
Mstep: Class 17 contains 6561 members 
Mstep: Class 18 contains 29125 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6783 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832656.000000 Penalty: 73559.882812
Iteration 116Q: 23 clusters Score -9.083266e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 13572 members 
Mstep: Class 3 contains 1303 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274635 members 
Mstep: Class 8 contains 15053 members 
Mstep: Class 9 contains 28048 members 
Mstep: Class 10 contains 162406 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 14573 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57408 members 
Mstep: Class 15 contains 41654 members 
Mstep: Class 16 contains 12617 members 
Mstep: Class 17 contains 6556 members 
Mstep: Class 18 contains 29125 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6800 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832528.000000 Penalty: 73559.882812
Iteration 117Q: 23 clusters Score -9.083253e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 13588 members 
Mstep: Class 3 contains 1303 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 4552 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274739 members 
Mstep: Class 8 contains 15090 members 
Mstep: Class 9 contains 28001 members 
Mstep: Class 10 contains 162334 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 14568 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57386 members 
Mstep: Class 15 contains 41652 members 
Mstep: Class 16 contains 12599 members 
Mstep: Class 17 contains 6550 members 
Mstep: Class 18 contains 29126 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6811 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832672.000000 Penalty: 73559.882812
Iteration 118Q: 23 clusters Score -9.083267e+07 nChanged 279
Entering ConstructFrom: 
Score: -90832672.000000 Penalty: 73559.882812
Entering ConstructFrom: 
Trying to split cluster 1 (39469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Entering Unmasked Estep 
Score: -5058521.500000 Penalty: 2624.651123
	Iteration 0F: 2 clusters Score -5058522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -5031770.000000 Penalty: 5249.302246
	Iteration 0F: 3 clusters Score -5031770 nChanged 18043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -5041752.500000 Penalty: 5249.302246
	Iteration 1F: 3 clusters Score -5041752 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -5042300.500000 Penalty: 5249.302246
	Iteration 2Q: 3 clusters Score -5042300 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -5042763.000000 Penalty: 5249.302246
	Iteration 3Q: 3 clusters Score -5042763 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -5043182.000000 Penalty: 5249.302246
	Iteration 4Q: 3 clusters Score -5043182 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -5043650.500000 Penalty: 5249.302246
	Iteration 5Q: 3 clusters Score -5043650 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -5044134.500000 Penalty: 5249.302246
	Iteration 6Q: 3 clusters Score -5044134 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -5044633.500000 Penalty: 5249.302246
	Iteration 7Q: 3 clusters Score -5044634 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -5045238.500000 Penalty: 5249.302246
	Iteration 8Q: 3 clusters Score -5045238 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -5045899.500000 Penalty: 5249.302246
	Iteration 9Q: 3 clusters Score -5045900 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -5046537.500000 Penalty: 5249.302246
	Iteration 10Q: 3 clusters Score -5046538 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -5047279.000000 Penalty: 5249.302246
	Iteration 11Q: 3 clusters Score -5047279 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -5048036.500000 Penalty: 5249.302246
	Iteration 12Q: 3 clusters Score -5048036 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -5048976.500000 Penalty: 5249.302246
	Iteration 13Q: 3 clusters Score -5048976 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -5049944.500000 Penalty: 5249.302246
	Iteration 14Q: 3 clusters Score -5049944 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -5050966.000000 Penalty: 5249.302246
	Iteration 15Q: 3 clusters Score -5050966 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -5051979.000000 Penalty: 5249.302246
	Iteration 16Q: 3 clusters Score -5051979 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -5052991.000000 Penalty: 5249.302246
	Iteration 17Q: 3 clusters Score -5052991 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -5053838.500000 Penalty: 5249.302246
	Iteration 18Q: 3 clusters Score -5053838 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -5054487.000000 Penalty: 5249.302246
	Iteration 19Q: 3 clusters Score -5054487 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5054990.500000 Penalty: 5249.302246
	Iteration 20F: 3 clusters Score -5054990 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5055377.000000 Penalty: 5249.302246
	Iteration 21Q: 3 clusters Score -5055377 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5055646.000000 Penalty: 5249.302246
	Iteration 22Q: 3 clusters Score -5055646 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5055853.500000 Penalty: 5249.302246
	Iteration 23Q: 3 clusters Score -5055854 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5055977.500000 Penalty: 5249.302246
	Iteration 24Q: 3 clusters Score -5055978 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5056058.000000 Penalty: 5249.302246
	Iteration 25Q: 3 clusters Score -5056058 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5056110.000000 Penalty: 5249.302246
	Iteration 26Q: 3 clusters Score -5056110 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5056159.500000 Penalty: 5249.302246
	Iteration 27Q: 3 clusters Score -5056160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5056189.000000 Penalty: 5249.302246
	Iteration 28Q: 3 clusters Score -5056189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5056219.500000 Penalty: 5249.302246
	Iteration 29Q: 3 clusters Score -5056220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5056236.000000 Penalty: 5249.302246
	Iteration 30Q: 3 clusters Score -5056236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5056257.000000 Penalty: 5249.302246
	Iteration 31Q: 3 clusters Score -5056257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5056277.500000 Penalty: 5249.302246
	Iteration 32Q: 3 clusters Score -5056278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5056280.000000 Penalty: 5249.302246
	Iteration 33Q: 3 clusters Score -5056280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5056283.500000 Penalty: 5249.302246
	Iteration 34Q: 3 clusters Score -5056284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5056294.000000 Penalty: 5249.302246
	Iteration 35Q: 3 clusters Score -5056294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5056303.500000 Penalty: 5249.302246
	Iteration 36Q: 3 clusters Score -5056304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5056310.000000 Penalty: 5249.302246
	Iteration 37Q: 3 clusters Score -5056310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5056315.500000 Penalty: 5249.302246
	Iteration 38Q: 3 clusters Score -5056316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5056320.000000 Penalty: 5249.302246
	Iteration 39Q: 3 clusters Score -5056320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5056324.000000 Penalty: 5249.302246
	Iteration 40F: 3 clusters Score -5056324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Entering Unmasked Estep 
Score: -1800806.125000 Penalty: 2360.420654
	Iteration 0F: 2 clusters Score -1800806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1790841.750000 Penalty: 4720.841309
	Iteration 0F: 3 clusters Score -1790842 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1793950.750000 Penalty: 4720.841309
	Iteration 1F: 3 clusters Score -1793951 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1794281.875000 Penalty: 4720.841309
	Iteration 2F: 3 clusters Score -1794282 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1794536.250000 Penalty: 4720.841309
	Iteration 3Q: 3 clusters Score -1794536 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1794726.125000 Penalty: 4720.841309
	Iteration 4Q: 3 clusters Score -1794726 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1794899.125000 Penalty: 4720.841309
	Iteration 5Q: 3 clusters Score -1794899 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1795067.500000 Penalty: 4720.841309
	Iteration 6Q: 3 clusters Score -1795068 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1795267.000000 Penalty: 4720.841309
	Iteration 7Q: 3 clusters Score -1795267 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1795515.625000 Penalty: 4720.841309
	Iteration 8Q: 3 clusters Score -1795516 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1795803.125000 Penalty: 4720.841309
	Iteration 9Q: 3 clusters Score -1795803 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1796187.000000 Penalty: 4720.841309
	Iteration 10Q: 3 clusters Score -1796187 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1796631.750000 Penalty: 4720.841309
	Iteration 11Q: 3 clusters Score -1796632 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1797113.625000 Penalty: 4720.841309
	Iteration 12Q: 3 clusters Score -1797114 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1797567.750000 Penalty: 4720.841309
	Iteration 13Q: 3 clusters Score -1797568 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1797939.875000 Penalty: 4720.841309
	Iteration 14Q: 3 clusters Score -1797940 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1798212.500000 Penalty: 4720.841309
	Iteration 15Q: 3 clusters Score -1798212 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1798385.375000 Penalty: 4720.841309
	Iteration 16Q: 3 clusters Score -1798385 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1798514.250000 Penalty: 4720.841309
	Iteration 17Q: 3 clusters Score -1798514 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1798591.500000 Penalty: 4720.841309
	Iteration 18Q: 3 clusters Score -1798592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1798628.625000 Penalty: 4720.841309
	Iteration 19Q: 3 clusters Score -1798629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1798664.500000 Penalty: 4720.841309
	Iteration 20F: 3 clusters Score -1798664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1798682.250000 Penalty: 4720.841309
	Iteration 21Q: 3 clusters Score -1798682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1798701.125000 Penalty: 4720.841309
	Iteration 22Q: 3 clusters Score -1798701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1798718.500000 Penalty: 4720.841309
	Iteration 23Q: 3 clusters Score -1798718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1798728.000000 Penalty: 4720.841309
	Iteration 24Q: 3 clusters Score -1798728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1798735.750000 Penalty: 4720.841309
	Iteration 25Q: 3 clusters Score -1798736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1798744.875000 Penalty: 4720.841309
	Iteration 26Q: 3 clusters Score -1798745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1798746.875000 Penalty: 4720.841309
	Iteration 27Q: 3 clusters Score -1798747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1798745.375000 Penalty: 4720.841309
	Iteration 28Q: 3 clusters Score -1798745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1798746.875000 Penalty: 4720.841309
	Iteration 29Q: 3 clusters Score -1798747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1798746.875000 Penalty: 4720.841309
	Iteration 30F: 3 clusters Score -1798747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Entering Unmasked Estep 
Score: -149250.750000 Penalty: 1778.951538
	Iteration 0F: 2 clusters Score -149250.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -147149.890625 Penalty: 3557.903076
	Iteration 0F: 3 clusters Score -147149.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -147619.437500 Penalty: 3557.903076
	Iteration 1F: 3 clusters Score -147619.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -148072.796875 Penalty: 3557.903076
	Iteration 2F: 3 clusters Score -148072.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -148384.265625 Penalty: 3557.903076
	Iteration 3F: 3 clusters Score -148384.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -148550.703125 Penalty: 3557.903076
	Iteration 4F: 3 clusters Score -148550.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -148676.578125 Penalty: 3557.903076
	Iteration 5Q: 3 clusters Score -148676.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -148757.046875 Penalty: 3557.903076
	Iteration 6Q: 3 clusters Score -148757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -148799.921875 Penalty: 3557.903076
	Iteration 7Q: 3 clusters Score -148799.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -148843.937500 Penalty: 3557.903076
	Iteration 8Q: 3 clusters Score -148843.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -148865.500000 Penalty: 3557.903076
	Iteration 9Q: 3 clusters Score -148865.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -148905.000000 Penalty: 3557.903076
	Iteration 10Q: 3 clusters Score -148905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -148934.234375 Penalty: 3557.903076
	Iteration 11Q: 3 clusters Score -148934.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -148942.250000 Penalty: 3557.903076
	Iteration 12Q: 3 clusters Score -148942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -148947.093750 Penalty: 3557.903076
	Iteration 13Q: 3 clusters Score -148947.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -148949.531250 Penalty: 3557.903076
	Iteration 14Q: 3 clusters Score -148949.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -148951.109375 Penalty: 3557.903076
	Iteration 15Q: 3 clusters Score -148951.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -148952.546875 Penalty: 3557.903076
	Iteration 16Q: 3 clusters Score -148952.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -148955.968750 Penalty: 3557.903076
	Iteration 17Q: 3 clusters Score -148956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -148966.015625 Penalty: 3557.903076
	Iteration 18Q: 3 clusters Score -148966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -148972.593750 Penalty: 3557.903076
	Iteration 19Q: 3 clusters Score -148972.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -148974.453125 Penalty: 3557.903076
	Iteration 20F: 3 clusters Score -148974.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -148975.437500 Penalty: 3557.903076
	Iteration 21Q: 3 clusters Score -148975.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -148975.437500 Penalty: 3557.903076
	Iteration 22F: 3 clusters Score -148975.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Entering Unmasked Estep 
Score: -689679.937500 Penalty: 2124.882812
	Iteration 0F: 2 clusters Score -689679.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -685061.812500 Penalty: 4249.765625
	Iteration 0F: 3 clusters Score -685061.8 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -686134.437500 Penalty: 4249.765625
	Iteration 1F: 3 clusters Score -686134.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -686362.500000 Penalty: 4249.765625
	Iteration 2F: 3 clusters Score -686362.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -686518.062500 Penalty: 4249.765625
	Iteration 3F: 3 clusters Score -686518.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -686612.062500 Penalty: 4249.765625
	Iteration 4Q: 3 clusters Score -686612.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -686673.937500 Penalty: 4249.765625
	Iteration 5Q: 3 clusters Score -686673.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -686723.562500 Penalty: 4249.765625
	Iteration 6Q: 3 clusters Score -686723.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -686765.812500 Penalty: 4249.765625
	Iteration 7Q: 3 clusters Score -686765.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -686793.187500 Penalty: 4249.765625
	Iteration 8Q: 3 clusters Score -686793.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -686818.500000 Penalty: 4249.765625
	Iteration 9Q: 3 clusters Score -686818.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -686839.312500 Penalty: 4249.765625
	Iteration 10Q: 3 clusters Score -686839.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -686864.937500 Penalty: 4249.765625
	Iteration 11Q: 3 clusters Score -686864.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -686892.250000 Penalty: 4249.765625
	Iteration 12Q: 3 clusters Score -686892.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -686917.687500 Penalty: 4249.765625
	Iteration 13Q: 3 clusters Score -686917.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -686947.062500 Penalty: 4249.765625
	Iteration 14Q: 3 clusters Score -686947.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -686980.000000 Penalty: 4249.765625
	Iteration 15Q: 3 clusters Score -686980 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -687022.562500 Penalty: 4249.765625
	Iteration 16Q: 3 clusters Score -687022.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -687060.500000 Penalty: 4249.765625
	Iteration 17Q: 3 clusters Score -687060.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -687108.500000 Penalty: 4249.765625
	Iteration 18Q: 3 clusters Score -687108.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -687169.812500 Penalty: 4249.765625
	Iteration 19Q: 3 clusters Score -687169.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -687229.062500 Penalty: 4249.765625
	Iteration 20F: 3 clusters Score -687229.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -687288.750000 Penalty: 4249.765625
	Iteration 21Q: 3 clusters Score -687288.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -687345.375000 Penalty: 4249.765625
	Iteration 22Q: 3 clusters Score -687345.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -687403.000000 Penalty: 4249.765625
	Iteration 23Q: 3 clusters Score -687403 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -687459.062500 Penalty: 4249.765625
	Iteration 24Q: 3 clusters Score -687459.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -687516.687500 Penalty: 4249.765625
	Iteration 25Q: 3 clusters Score -687516.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -687566.437500 Penalty: 4249.765625
	Iteration 26Q: 3 clusters Score -687566.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -687602.937500 Penalty: 4249.765625
	Iteration 27Q: 3 clusters Score -687602.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -687631.625000 Penalty: 4249.765625
	Iteration 28Q: 3 clusters Score -687631.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -687648.937500 Penalty: 4249.765625
	Iteration 29Q: 3 clusters Score -687648.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -687666.250000 Penalty: 4249.765625
	Iteration 30Q: 3 clusters Score -687666.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -687679.187500 Penalty: 4249.765625
	Iteration 31Q: 3 clusters Score -687679.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -687690.437500 Penalty: 4249.765625
	Iteration 32Q: 3 clusters Score -687690.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -687702.937500 Penalty: 4249.765625
	Iteration 33Q: 3 clusters Score -687702.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -687710.500000 Penalty: 4249.765625
	Iteration 34Q: 3 clusters Score -687710.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -687723.250000 Penalty: 4249.765625
	Iteration 35Q: 3 clusters Score -687723.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -687730.250000 Penalty: 4249.765625
	Iteration 36Q: 3 clusters Score -687730.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -687740.750000 Penalty: 4249.765625
	Iteration 37Q: 3 clusters Score -687740.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -687744.687500 Penalty: 4249.765625
	Iteration 38Q: 3 clusters Score -687744.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -687748.562500 Penalty: 4249.765625
	Iteration 39Q: 3 clusters Score -687748.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -687754.062500 Penalty: 4249.765625
	Iteration 40F: 3 clusters Score -687754.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -687757.500000 Penalty: 4249.765625
	Iteration 41Q: 3 clusters Score -687757.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -687761.562500 Penalty: 4249.765625
	Iteration 42Q: 3 clusters Score -687761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -687761.375000 Penalty: 4249.765625
	Iteration 43Q: 3 clusters Score -687761.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -687762.125000 Penalty: 4249.765625
	Iteration 44Q: 3 clusters Score -687762.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -687762.687500 Penalty: 4249.765625
	Iteration 45Q: 3 clusters Score -687762.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -687764.312500 Penalty: 4249.765625
	Iteration 46Q: 3 clusters Score -687764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -687763.625000 Penalty: 4249.765625
	Iteration 47Q: 3 clusters Score -687763.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -687763.625000 Penalty: 4249.765625
	Iteration 48F: 3 clusters Score -687763.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Entering Unmasked Estep 
Score: -569878.125000 Penalty: 2088.983887
	Iteration 0F: 2 clusters Score -569878.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -565608.375000 Penalty: 4177.967773
	Iteration 0F: 3 clusters Score -565608.4 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -566582.875000 Penalty: 4177.967773
	Iteration 1F: 3 clusters Score -566582.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -566767.750000 Penalty: 4177.967773
	Iteration 2F: 3 clusters Score -566767.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -566895.125000 Penalty: 4177.967773
	Iteration 3Q: 3 clusters Score -566895.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -566998.250000 Penalty: 4177.967773
	Iteration 4Q: 3 clusters Score -566998.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -567078.187500 Penalty: 4177.967773
	Iteration 5Q: 3 clusters Score -567078.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -567172.250000 Penalty: 4177.967773
	Iteration 6Q: 3 clusters Score -567172.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -567267.250000 Penalty: 4177.967773
	Iteration 7Q: 3 clusters Score -567267.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -567371.312500 Penalty: 4177.967773
	Iteration 8Q: 3 clusters Score -567371.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -567493.500000 Penalty: 4177.967773
	Iteration 9Q: 3 clusters Score -567493.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -567660.937500 Penalty: 4177.967773
	Iteration 10Q: 3 clusters Score -567660.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -567967.312500 Penalty: 4177.967773
	Iteration 11Q: 3 clusters Score -567967.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -568427.187500 Penalty: 4177.967773
	Iteration 12F: 3 clusters Score -568427.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -569168.000000 Penalty: 4177.967773
	Iteration 13F: 3 clusters Score -569168 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -570270.687500 Penalty: 4177.967773
	Iteration 14F: 3 clusters Score -570270.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -571008.750000 Penalty: 4177.967773
	Iteration 15F: 3 clusters Score -571008.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -571194.312500 Penalty: 4177.967773
	Iteration 16Q: 3 clusters Score -571194.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -571255.625000 Penalty: 4177.967773
	Iteration 17Q: 3 clusters Score -571255.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -571278.625000 Penalty: 4177.967773
	Iteration 18Q: 3 clusters Score -571278.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -571291.812500 Penalty: 4177.967773
	Iteration 19Q: 3 clusters Score -571291.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -571299.062500 Penalty: 4177.967773
	Iteration 20F: 3 clusters Score -571299.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -571305.125000 Penalty: 4177.967773
	Iteration 21Q: 3 clusters Score -571305.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -571312.312500 Penalty: 4177.967773
	Iteration 22Q: 3 clusters Score -571312.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -571313.500000 Penalty: 4177.967773
	Iteration 23Q: 3 clusters Score -571313.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -571315.250000 Penalty: 4177.967773
	Iteration 24Q: 3 clusters Score -571315.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -571316.562500 Penalty: 4177.967773
	Iteration 25Q: 3 clusters Score -571316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -571318.625000 Penalty: 4177.967773
	Iteration 26Q: 3 clusters Score -571318.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -571319.562500 Penalty: 4177.967773
	Iteration 27Q: 3 clusters Score -571319.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -571319.562500 Penalty: 4177.967773
	Iteration 28F: 3 clusters Score -571319.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 13600 members 
Mstep: Class 3 contains 1304 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274820 members 
Mstep: Class 8 contains 15123 members 
Mstep: Class 9 contains 27971 members 
Mstep: Class 10 contains 162256 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 14564 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57374 members 
Mstep: Class 15 contains 41649 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 6544 members 
Mstep: Class 18 contains 29131 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6821 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2311 members 
Entering Unmasked Estep 
Score: -90832976.000000 Penalty: 76903.515625
Splitting cluster 5 changes total score from -90832672.000000 to -90832976.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -62437.324219 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -62437.32 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 306 members 
Entering Unmasked Estep 
Score: -60865.359375 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -60865.36 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61263.003906 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -61263 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61798.304688 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -61798.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61992.019531 Penalty: 3159.470947
	Iteration 3F: 3 clusters Score -61992.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62151.941406 Penalty: 3159.470947
	Iteration 4F: 3 clusters Score -62151.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -62242.531250 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -62242.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -62291.640625 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -62291.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -62367.359375 Penalty: 3159.470947
	Iteration 7Q: 3 clusters Score -62367.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -62467.019531 Penalty: 3159.470947
	Iteration 8Q: 3 clusters Score -62467.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -62550.777344 Penalty: 3159.470947
	Iteration 9Q: 3 clusters Score -62550.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -62654.953125 Penalty: 3159.470947
	Iteration 10Q: 3 clusters Score -62654.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -62702.089844 Penalty: 3159.470947
	Iteration 11Q: 3 clusters Score -62702.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -62717.863281 Penalty: 3159.470947
	Iteration 12Q: 3 clusters Score -62717.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -62724.414062 Penalty: 3159.470947
	Iteration 13Q: 3 clusters Score -62724.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -62739.609375 Penalty: 3159.470947
	Iteration 14Q: 3 clusters Score -62739.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -62749.406250 Penalty: 3159.470947
	Iteration 15Q: 3 clusters Score -62749.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -62787.855469 Penalty: 3159.470947
	Iteration 16Q: 3 clusters Score -62787.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -62904.820312 Penalty: 3159.470947
	Iteration 17Q: 3 clusters Score -62904.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -63015.265625 Penalty: 3159.470947
	Iteration 18Q: 3 clusters Score -63015.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -63026.691406 Penalty: 3159.470947
	Iteration 19Q: 3 clusters Score -63026.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -63035.925781 Penalty: 3159.470947
	Iteration 20F: 3 clusters Score -63035.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -63052.769531 Penalty: 3159.470947
	Iteration 21Q: 3 clusters Score -63052.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -63052.769531 Penalty: 3159.470947
	Iteration 22F: 3 clusters Score -63052.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 13600 members 
Mstep: Class 3 contains 1304 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 408 members 
Mstep: Class 7 contains 274820 members 
Mstep: Class 8 contains 15123 members 
Mstep: Class 9 contains 27971 members 
Mstep: Class 10 contains 162256 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 14564 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57374 members 
Mstep: Class 15 contains 41649 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 6544 members 
Mstep: Class 18 contains 29131 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6821 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2311 members 
Mstep: Class 24 contains 176 members 
Entering Unmasked Estep 
Score: -90831816.000000 Penalty: 80247.148438
Splitting cluster 6 changes total score from -90832672.000000 to -90831816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (274820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274820 members 
Entering Unmasked Estep 
Score: -35749148.000000 Penalty: 3105.920166
	Iteration 0F: 2 clusters Score -3.574915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137671 members 
Mstep: Class 2 contains 137149 members 
Entering Unmasked Estep 
Score: -35577720.000000 Penalty: 6211.840332
	Iteration 0F: 3 clusters Score -3.557772e+07 nChanged 133297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141368 members 
Mstep: Class 2 contains 133452 members 
Entering Unmasked Estep 
Score: -35657712.000000 Penalty: 6211.840332
	Iteration 1F: 3 clusters Score -3.565771e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143871 members 
Mstep: Class 2 contains 130949 members 
Entering Unmasked Estep 
Score: -35659332.000000 Penalty: 6211.840332
	Iteration 2Q: 3 clusters Score -3.565933e+07 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147777 members 
Mstep: Class 2 contains 127043 members 
Entering Unmasked Estep 
Score: -35661620.000000 Penalty: 6211.840332
	Iteration 3Q: 3 clusters Score -3.566162e+07 nChanged 10011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153768 members 
Mstep: Class 2 contains 121052 members 
Entering Unmasked Estep 
Score: -35665036.000000 Penalty: 6211.840332
	Iteration 4Q: 3 clusters Score -3.566504e+07 nChanged 12581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162655 members 
Mstep: Class 2 contains 112165 members 
Entering Unmasked Estep 
Score: -35670580.000000 Penalty: 6211.840332
	Iteration 5Q: 3 clusters Score -3.567058e+07 nChanged 15404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174557 members 
Mstep: Class 2 contains 100263 members 
Entering Unmasked Estep 
Score: -35679632.000000 Penalty: 6211.840332
	Iteration 6F: 3 clusters Score -3.567963e+07 nChanged 17599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188354 members 
Mstep: Class 2 contains 86466 members 
Entering Unmasked Estep 
Score: -35691484.000000 Penalty: 6211.840332
	Iteration 7F: 3 clusters Score -3.569148e+07 nChanged 17226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201000 members 
Mstep: Class 2 contains 73820 members 
Entering Unmasked Estep 
Score: -35703716.000000 Penalty: 6211.840332
	Iteration 8F: 3 clusters Score -3.570372e+07 nChanged 14898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210246 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -35713272.000000 Penalty: 6211.840332
	Iteration 9F: 3 clusters Score -3.571327e+07 nChanged 11043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216523 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -35718364.000000 Penalty: 6211.840332
	Iteration 10Q: 3 clusters Score -3.571836e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221545 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -35720976.000000 Penalty: 6211.840332
	Iteration 11Q: 3 clusters Score -3.572098e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226248 members 
Mstep: Class 2 contains 48572 members 
Entering Unmasked Estep 
Score: -35722624.000000 Penalty: 6211.840332
	Iteration 12Q: 3 clusters Score -3.572262e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230781 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -35724084.000000 Penalty: 6211.840332
	Iteration 13Q: 3 clusters Score -3.572408e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235242 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -35725448.000000 Penalty: 6211.840332
	Iteration 14Q: 3 clusters Score -3.572545e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239342 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -35726740.000000 Penalty: 6211.840332
	Iteration 15Q: 3 clusters Score -3.572674e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243279 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -35728156.000000 Penalty: 6211.840332
	Iteration 16Q: 3 clusters Score -3.572816e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246941 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -35729456.000000 Penalty: 6211.840332
	Iteration 17Q: 3 clusters Score -3.572946e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250397 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -35730724.000000 Penalty: 6211.840332
	Iteration 18Q: 3 clusters Score -3.573072e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253590 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -35732280.000000 Penalty: 6211.840332
	Iteration 19Q: 3 clusters Score -3.573228e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256609 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -35733780.000000 Penalty: 6211.840332
	Iteration 20F: 3 clusters Score -3.573378e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259338 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -35735216.000000 Penalty: 6211.840332
	Iteration 21Q: 3 clusters Score -3.573522e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261781 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -35736564.000000 Penalty: 6211.840332
	Iteration 22Q: 3 clusters Score -3.573656e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263937 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -35738140.000000 Penalty: 6211.840332
	Iteration 23Q: 3 clusters Score -3.573814e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265889 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -35739468.000000 Penalty: 6211.840332
	Iteration 24Q: 3 clusters Score -3.573947e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267590 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -35740728.000000 Penalty: 6211.840332
	Iteration 25Q: 3 clusters Score -3.574073e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268995 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -35741992.000000 Penalty: 6211.840332
	Iteration 26Q: 3 clusters Score -3.574199e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270139 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -35743000.000000 Penalty: 6211.840332
	Iteration 27Q: 3 clusters Score -3.5743e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271112 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -35743888.000000 Penalty: 6211.840332
	Iteration 28Q: 3 clusters Score -3.574389e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271862 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -35744436.000000 Penalty: 6211.840332
	Iteration 29Q: 3 clusters Score -3.574444e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272444 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -35744868.000000 Penalty: 6211.840332
	Iteration 30Q: 3 clusters Score -3.574487e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272845 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -35745248.000000 Penalty: 6211.840332
	Iteration 31Q: 3 clusters Score -3.574525e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273155 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -35745508.000000 Penalty: 6211.840332
	Iteration 32Q: 3 clusters Score -3.574551e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273372 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -35745716.000000 Penalty: 6211.840332
	Iteration 33Q: 3 clusters Score -3.574572e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273545 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -35745792.000000 Penalty: 6211.840332
	Iteration 34Q: 3 clusters Score -3.574579e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273655 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -35745872.000000 Penalty: 6211.840332
	Iteration 35Q: 3 clusters Score -3.574587e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273747 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -35745968.000000 Penalty: 6211.840332
	Iteration 36Q: 3 clusters Score -3.574597e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273805 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -35745988.000000 Penalty: 6211.840332
	Iteration 37Q: 3 clusters Score -3.574599e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273865 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -35746028.000000 Penalty: 6211.840332
	Iteration 38Q: 3 clusters Score -3.574603e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273910 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -35746000.000000 Penalty: 6211.840332
	Iteration 39Q: 3 clusters Score -3.5746e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273941 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -35746076.000000 Penalty: 6211.840332
	Iteration 40F: 3 clusters Score -3.574608e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273962 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -35746104.000000 Penalty: 6211.840332
	Iteration 41Q: 3 clusters Score -3.57461e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273976 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -35746144.000000 Penalty: 6211.840332
	Iteration 42Q: 3 clusters Score -3.574614e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273998 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -35746160.000000 Penalty: 6211.840332
	Iteration 43Q: 3 clusters Score -3.574616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274012 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -35746176.000000 Penalty: 6211.840332
	Iteration 44Q: 3 clusters Score -3.574618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274020 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -35746180.000000 Penalty: 6211.840332
	Iteration 45Q: 3 clusters Score -3.574618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274027 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -35746204.000000 Penalty: 6211.840332
	Iteration 46Q: 3 clusters Score -3.57462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274036 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -35746196.000000 Penalty: 6211.840332
	Iteration 47Q: 3 clusters Score -3.57462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274041 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -35746188.000000 Penalty: 6211.840332
	Iteration 48Q: 3 clusters Score -3.574619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274045 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -35746184.000000 Penalty: 6211.840332
	Iteration 49Q: 3 clusters Score -3.574618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274053 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -35746188.000000 Penalty: 6211.840332
	Iteration 50Q: 3 clusters Score -3.574619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274062 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -35746184.000000 Penalty: 6211.840332
	Iteration 51Q: 3 clusters Score -3.574618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274068 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -35746184.000000 Penalty: 6211.840332
	Iteration 52Q: 3 clusters Score -3.574618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274071 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -35746192.000000 Penalty: 6211.840332
	Iteration 53Q: 3 clusters Score -3.574619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274079 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -35746232.000000 Penalty: 6211.840332
	Iteration 54Q: 3 clusters Score -3.574623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274082 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -35746208.000000 Penalty: 6211.840332
	Iteration 55Q: 3 clusters Score -3.574621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274084 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -35746212.000000 Penalty: 6211.840332
	Iteration 56Q: 3 clusters Score -3.574621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274086 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -35746204.000000 Penalty: 6211.840332
	Iteration 57Q: 3 clusters Score -3.57462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274085 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -35746220.000000 Penalty: 6211.840332
	Iteration 58Q: 3 clusters Score -3.574622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274085 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -35746220.000000 Penalty: 6211.840332
	Iteration 59F: 3 clusters Score -3.574622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Entering Unmasked Estep 
Score: -1866409.375000 Penalty: 2386.745117
	Iteration 0F: 2 clusters Score -1866409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1855564.250000 Penalty: 4773.490234
	Iteration 0F: 3 clusters Score -1855564 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1859209.625000 Penalty: 4773.490234
	Iteration 1F: 3 clusters Score -1859210 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1859753.125000 Penalty: 4773.490234
	Iteration 2F: 3 clusters Score -1859753 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1860225.375000 Penalty: 4773.490234
	Iteration 3F: 3 clusters Score -1860225 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1860660.375000 Penalty: 4773.490234
	Iteration 4F: 3 clusters Score -1860660 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1861118.750000 Penalty: 4773.490234
	Iteration 5F: 3 clusters Score -1861119 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1861552.625000 Penalty: 4773.490234
	Iteration 6Q: 3 clusters Score -1861553 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1861996.250000 Penalty: 4773.490234
	Iteration 7Q: 3 clusters Score -1861996 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1862446.000000 Penalty: 4773.490234
	Iteration 8Q: 3 clusters Score -1862446 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1862816.875000 Penalty: 4773.490234
	Iteration 9Q: 3 clusters Score -1862817 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1863113.750000 Penalty: 4773.490234
	Iteration 10Q: 3 clusters Score -1863114 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1863308.125000 Penalty: 4773.490234
	Iteration 11Q: 3 clusters Score -1863308 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1863432.875000 Penalty: 4773.490234
	Iteration 12Q: 3 clusters Score -1863433 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1863528.500000 Penalty: 4773.490234
	Iteration 13Q: 3 clusters Score -1863528 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1863630.500000 Penalty: 4773.490234
	Iteration 14Q: 3 clusters Score -1863630 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1863758.125000 Penalty: 4773.490234
	Iteration 15Q: 3 clusters Score -1863758 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1863946.125000 Penalty: 4773.490234
	Iteration 16Q: 3 clusters Score -1863946 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1864266.500000 Penalty: 4773.490234
	Iteration 17Q: 3 clusters Score -1864266 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1864848.125000 Penalty: 4773.490234
	Iteration 18Q: 3 clusters Score -1864848 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1865603.000000 Penalty: 4773.490234
	Iteration 19Q: 3 clusters Score -1865603 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1865887.000000 Penalty: 4773.490234
	Iteration 20F: 3 clusters Score -1865887 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1865964.000000 Penalty: 4773.490234
	Iteration 21Q: 3 clusters Score -1865964 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1865994.625000 Penalty: 4773.490234
	Iteration 22Q: 3 clusters Score -1865995 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1866005.000000 Penalty: 4773.490234
	Iteration 23Q: 3 clusters Score -1866005 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1866021.500000 Penalty: 4773.490234
	Iteration 24Q: 3 clusters Score -1866022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1866026.625000 Penalty: 4773.490234
	Iteration 25Q: 3 clusters Score -1866027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1866034.625000 Penalty: 4773.490234
	Iteration 26Q: 3 clusters Score -1866035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1866029.500000 Penalty: 4773.490234
	Iteration 27Q: 3 clusters Score -1866030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1866037.000000 Penalty: 4773.490234
	Iteration 28Q: 3 clusters Score -1866037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1866038.000000 Penalty: 4773.490234
	Iteration 29Q: 3 clusters Score -1866038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1866037.375000 Penalty: 4773.490234
	Iteration 30Q: 3 clusters Score -1866037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1866038.500000 Penalty: 4773.490234
	Iteration 31Q: 3 clusters Score -1866038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1866038.500000 Penalty: 4773.490234
	Iteration 32Q: 3 clusters Score -1866038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1866038.750000 Penalty: 4773.490234
	Iteration 33Q: 3 clusters Score -1866039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1866038.750000 Penalty: 4773.490234
	Iteration 34F: 3 clusters Score -1866039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Entering Unmasked Estep 
Score: -3592775.250000 Penalty: 2539.252930
	Iteration 0F: 2 clusters Score -3592775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3573549.250000 Penalty: 5078.505859
	Iteration 0F: 3 clusters Score -3573549 nChanged 12537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3580267.250000 Penalty: 5078.505859
	Iteration 1F: 3 clusters Score -3580267 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3580726.500000 Penalty: 5078.505859
	Iteration 2Q: 3 clusters Score -3580726 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3581096.000000 Penalty: 5078.505859
	Iteration 3Q: 3 clusters Score -3581096 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -3581484.000000 Penalty: 5078.505859
	Iteration 4Q: 3 clusters Score -3581484 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3581846.000000 Penalty: 5078.505859
	Iteration 5Q: 3 clusters Score -3581846 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -3582369.000000 Penalty: 5078.505859
	Iteration 6Q: 3 clusters Score -3582369 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -3583106.250000 Penalty: 5078.505859
	Iteration 7Q: 3 clusters Score -3583106 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -3584140.750000 Penalty: 5078.505859
	Iteration 8F: 3 clusters Score -3584141 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -3585581.000000 Penalty: 5078.505859
	Iteration 9F: 3 clusters Score -3585581 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -3587307.000000 Penalty: 5078.505859
	Iteration 10F: 3 clusters Score -3587307 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -3588878.750000 Penalty: 5078.505859
	Iteration 11F: 3 clusters Score -3588879 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3589978.500000 Penalty: 5078.505859
	Iteration 12Q: 3 clusters Score -3589978 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -3590560.250000 Penalty: 5078.505859
	Iteration 13Q: 3 clusters Score -3590560 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3590892.000000 Penalty: 5078.505859
	Iteration 14Q: 3 clusters Score -3590892 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3591072.500000 Penalty: 5078.505859
	Iteration 15Q: 3 clusters Score -3591072 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3591205.750000 Penalty: 5078.505859
	Iteration 16Q: 3 clusters Score -3591206 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3591271.000000 Penalty: 5078.505859
	Iteration 17Q: 3 clusters Score -3591271 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3591318.500000 Penalty: 5078.505859
	Iteration 18Q: 3 clusters Score -3591318 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3591340.750000 Penalty: 5078.505859
	Iteration 19Q: 3 clusters Score -3591341 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3591357.750000 Penalty: 5078.505859
	Iteration 20F: 3 clusters Score -3591358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3591385.000000 Penalty: 5078.505859
	Iteration 21Q: 3 clusters Score -3591385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3591391.250000 Penalty: 5078.505859
	Iteration 22Q: 3 clusters Score -3591391 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3591405.000000 Penalty: 5078.505859
	Iteration 23Q: 3 clusters Score -3591405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3591404.000000 Penalty: 5078.505859
	Iteration 24Q: 3 clusters Score -3591404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3591417.000000 Penalty: 5078.505859
	Iteration 25Q: 3 clusters Score -3591417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3591428.000000 Penalty: 5078.505859
	Iteration 26Q: 3 clusters Score -3591428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3591435.750000 Penalty: 5078.505859
	Iteration 27Q: 3 clusters Score -3591436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3591447.500000 Penalty: 5078.505859
	Iteration 28Q: 3 clusters Score -3591448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3591457.000000 Penalty: 5078.505859
	Iteration 29Q: 3 clusters Score -3591457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3591457.750000 Penalty: 5078.505859
	Iteration 30Q: 3 clusters Score -3591458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3591460.000000 Penalty: 5078.505859
	Iteration 31Q: 3 clusters Score -3591460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3591458.500000 Penalty: 5078.505859
	Iteration 32Q: 3 clusters Score -3591458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3591457.500000 Penalty: 5078.505859
	Iteration 33Q: 3 clusters Score -3591458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3591451.000000 Penalty: 5078.505859
	Iteration 34Q: 3 clusters Score -3591451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3591464.500000 Penalty: 5078.505859
	Iteration 35Q: 3 clusters Score -3591464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3591464.000000 Penalty: 5078.505859
	Iteration 36Q: 3 clusters Score -3591464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3591471.250000 Penalty: 5078.505859
	Iteration 37Q: 3 clusters Score -3591471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3591466.000000 Penalty: 5078.505859
	Iteration 38Q: 3 clusters Score -3591466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3591467.250000 Penalty: 5078.505859
	Iteration 39Q: 3 clusters Score -3591467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3591467.750000 Penalty: 5078.505859
	Iteration 40F: 3 clusters Score -3591468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3591464.000000 Penalty: 5078.505859
	Iteration 41Q: 3 clusters Score -3591464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3591467.000000 Penalty: 5078.505859
	Iteration 42Q: 3 clusters Score -3591467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3591465.250000 Penalty: 5078.505859
	Iteration 43Q: 3 clusters Score -3591465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3591463.250000 Penalty: 5078.505859
	Iteration 44Q: 3 clusters Score -3591463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3591462.750000 Penalty: 5078.505859
	Iteration 45Q: 3 clusters Score -3591463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3591466.750000 Penalty: 5078.505859
	Iteration 46Q: 3 clusters Score -3591467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3591466.750000 Penalty: 5078.505859
	Iteration 47Q: 3 clusters Score -3591467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3591467.500000 Penalty: 5078.505859
	Iteration 48Q: 3 clusters Score -3591468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3591470.000000 Penalty: 5078.505859
	Iteration 49Q: 3 clusters Score -3591470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3591470.000000 Penalty: 5078.505859
	Iteration 50F: 3 clusters Score -3591470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (162256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162256 members 
Entering Unmasked Estep 
Score: -21091352.000000 Penalty: 2975.239014
	Iteration 0F: 2 clusters Score -2.109135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81205 members 
Mstep: Class 2 contains 81051 members 
Entering Unmasked Estep 
Score: -20984928.000000 Penalty: 5950.478027
	Iteration 0F: 3 clusters Score -2.098493e+07 nChanged 77682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80967 members 
Mstep: Class 2 contains 81289 members 
Entering Unmasked Estep 
Score: -21030842.000000 Penalty: 5950.478027
	Iteration 1F: 3 clusters Score -2.103084e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80811 members 
Mstep: Class 2 contains 81445 members 
Entering Unmasked Estep 
Score: -21033072.000000 Penalty: 5950.478027
	Iteration 2Q: 3 clusters Score -2.103307e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80509 members 
Mstep: Class 2 contains 81747 members 
Entering Unmasked Estep 
Score: -21035814.000000 Penalty: 5950.478027
	Iteration 3Q: 3 clusters Score -2.103581e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79876 members 
Mstep: Class 2 contains 82380 members 
Entering Unmasked Estep 
Score: -21039644.000000 Penalty: 5950.478027
	Iteration 4F: 3 clusters Score -2.103964e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78796 members 
Mstep: Class 2 contains 83460 members 
Entering Unmasked Estep 
Score: -21044892.000000 Penalty: 5950.478027
	Iteration 5F: 3 clusters Score -2.104489e+07 nChanged 10333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77069 members 
Mstep: Class 2 contains 85187 members 
Entering Unmasked Estep 
Score: -21051438.000000 Penalty: 5950.478027
	Iteration 6F: 3 clusters Score -2.105144e+07 nChanged 10502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74963 members 
Mstep: Class 2 contains 87293 members 
Entering Unmasked Estep 
Score: -21058850.000000 Penalty: 5950.478027
	Iteration 7F: 3 clusters Score -2.105885e+07 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72942 members 
Mstep: Class 2 contains 89314 members 
Entering Unmasked Estep 
Score: -21065184.000000 Penalty: 5950.478027
	Iteration 8F: 3 clusters Score -2.106518e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71226 members 
Mstep: Class 2 contains 91030 members 
Entering Unmasked Estep 
Score: -21069114.000000 Penalty: 5950.478027
	Iteration 9Q: 3 clusters Score -2.106911e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 92726 members 
Entering Unmasked Estep 
Score: -21070812.000000 Penalty: 5950.478027
	Iteration 10Q: 3 clusters Score -2.107081e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 94492 members 
Entering Unmasked Estep 
Score: -21071622.000000 Penalty: 5950.478027
	Iteration 11Q: 3 clusters Score -2.107162e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65966 members 
Mstep: Class 2 contains 96290 members 
Entering Unmasked Estep 
Score: -21072190.000000 Penalty: 5950.478027
	Iteration 12Q: 3 clusters Score -2.107219e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 98236 members 
Entering Unmasked Estep 
Score: -21072740.000000 Penalty: 5950.478027
	Iteration 13Q: 3 clusters Score -2.107274e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61986 members 
Mstep: Class 2 contains 100270 members 
Entering Unmasked Estep 
Score: -21073336.000000 Penalty: 5950.478027
	Iteration 14Q: 3 clusters Score -2.107334e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59752 members 
Mstep: Class 2 contains 102504 members 
Entering Unmasked Estep 
Score: -21074112.000000 Penalty: 5950.478027
	Iteration 15Q: 3 clusters Score -2.107411e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 104751 members 
Entering Unmasked Estep 
Score: -21074970.000000 Penalty: 5950.478027
	Iteration 16Q: 3 clusters Score -2.107497e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55248 members 
Mstep: Class 2 contains 107008 members 
Entering Unmasked Estep 
Score: -21075834.000000 Penalty: 5950.478027
	Iteration 17Q: 3 clusters Score -2.107583e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 109277 members 
Entering Unmasked Estep 
Score: -21076770.000000 Penalty: 5950.478027
	Iteration 18Q: 3 clusters Score -2.107677e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 111511 members 
Entering Unmasked Estep 
Score: -21077668.000000 Penalty: 5950.478027
	Iteration 19Q: 3 clusters Score -2.107767e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 113660 members 
Entering Unmasked Estep 
Score: -21078694.000000 Penalty: 5950.478027
	Iteration 20F: 3 clusters Score -2.107869e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 115803 members 
Entering Unmasked Estep 
Score: -21079548.000000 Penalty: 5950.478027
	Iteration 21Q: 3 clusters Score -2.107955e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 117805 members 
Entering Unmasked Estep 
Score: -21080200.000000 Penalty: 5950.478027
	Iteration 22Q: 3 clusters Score -2.10802e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 119566 members 
Entering Unmasked Estep 
Score: -21080712.000000 Penalty: 5950.478027
	Iteration 23Q: 3 clusters Score -2.108071e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 121277 members 
Entering Unmasked Estep 
Score: -21081292.000000 Penalty: 5950.478027
	Iteration 24Q: 3 clusters Score -2.108129e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 122923 members 
Entering Unmasked Estep 
Score: -21081722.000000 Penalty: 5950.478027
	Iteration 25Q: 3 clusters Score -2.108172e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 124464 members 
Entering Unmasked Estep 
Score: -21082068.000000 Penalty: 5950.478027
	Iteration 26Q: 3 clusters Score -2.108207e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 125895 members 
Entering Unmasked Estep 
Score: -21082534.000000 Penalty: 5950.478027
	Iteration 27Q: 3 clusters Score -2.108253e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 127297 members 
Entering Unmasked Estep 
Score: -21082848.000000 Penalty: 5950.478027
	Iteration 28Q: 3 clusters Score -2.108285e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 128642 members 
Entering Unmasked Estep 
Score: -21083170.000000 Penalty: 5950.478027
	Iteration 29Q: 3 clusters Score -2.108317e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 129922 members 
Entering Unmasked Estep 
Score: -21083460.000000 Penalty: 5950.478027
	Iteration 30Q: 3 clusters Score -2.108346e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 131125 members 
Entering Unmasked Estep 
Score: -21083628.000000 Penalty: 5950.478027
	Iteration 31Q: 3 clusters Score -2.108363e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 132259 members 
Entering Unmasked Estep 
Score: -21083812.000000 Penalty: 5950.478027
	Iteration 32Q: 3 clusters Score -2.108381e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 133322 members 
Entering Unmasked Estep 
Score: -21083964.000000 Penalty: 5950.478027
	Iteration 33Q: 3 clusters Score -2.108396e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 134312 members 
Entering Unmasked Estep 
Score: -21084154.000000 Penalty: 5950.478027
	Iteration 34Q: 3 clusters Score -2.108415e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 135300 members 
Entering Unmasked Estep 
Score: -21084244.000000 Penalty: 5950.478027
	Iteration 35Q: 3 clusters Score -2.108424e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 136224 members 
Entering Unmasked Estep 
Score: -21084350.000000 Penalty: 5950.478027
	Iteration 36Q: 3 clusters Score -2.108435e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 137110 members 
Entering Unmasked Estep 
Score: -21084446.000000 Penalty: 5950.478027
	Iteration 37Q: 3 clusters Score -2.108445e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 137955 members 
Entering Unmasked Estep 
Score: -21084598.000000 Penalty: 5950.478027
	Iteration 38Q: 3 clusters Score -2.10846e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 138825 members 
Entering Unmasked Estep 
Score: -21084684.000000 Penalty: 5950.478027
	Iteration 39Q: 3 clusters Score -2.108468e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 139742 members 
Entering Unmasked Estep 
Score: -21084812.000000 Penalty: 5950.478027
	Iteration 40F: 3 clusters Score -2.108481e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 140650 members 
Entering Unmasked Estep 
Score: -21085004.000000 Penalty: 5950.478027
	Iteration 41Q: 3 clusters Score -2.1085e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 141575 members 
Entering Unmasked Estep 
Score: -21085206.000000 Penalty: 5950.478027
	Iteration 42Q: 3 clusters Score -2.108521e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 142481 members 
Entering Unmasked Estep 
Score: -21085346.000000 Penalty: 5950.478027
	Iteration 43Q: 3 clusters Score -2.108535e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 143404 members 
Entering Unmasked Estep 
Score: -21085506.000000 Penalty: 5950.478027
	Iteration 44Q: 3 clusters Score -2.108551e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 144296 members 
Entering Unmasked Estep 
Score: -21085670.000000 Penalty: 5950.478027
	Iteration 45Q: 3 clusters Score -2.108567e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 145215 members 
Entering Unmasked Estep 
Score: -21085854.000000 Penalty: 5950.478027
	Iteration 46Q: 3 clusters Score -2.108585e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 146157 members 
Entering Unmasked Estep 
Score: -21086134.000000 Penalty: 5950.478027
	Iteration 47Q: 3 clusters Score -2.108613e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 147148 members 
Entering Unmasked Estep 
Score: -21086348.000000 Penalty: 5950.478027
	Iteration 48Q: 3 clusters Score -2.108635e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 148159 members 
Entering Unmasked Estep 
Score: -21086630.000000 Penalty: 5950.478027
	Iteration 49Q: 3 clusters Score -2.108663e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 149167 members 
Entering Unmasked Estep 
Score: -21086754.000000 Penalty: 5950.478027
	Iteration 50Q: 3 clusters Score -2.108675e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 150174 members 
Entering Unmasked Estep 
Score: -21086894.000000 Penalty: 5950.478027
	Iteration 51Q: 3 clusters Score -2.108689e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 151181 members 
Entering Unmasked Estep 
Score: -21087164.000000 Penalty: 5950.478027
	Iteration 52Q: 3 clusters Score -2.108716e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 152156 members 
Entering Unmasked Estep 
Score: -21087482.000000 Penalty: 5950.478027
	Iteration 53Q: 3 clusters Score -2.108748e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 153130 members 
Entering Unmasked Estep 
Score: -21087692.000000 Penalty: 5950.478027
	Iteration 54Q: 3 clusters Score -2.108769e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 154047 members 
Entering Unmasked Estep 
Score: -21087904.000000 Penalty: 5950.478027
	Iteration 55Q: 3 clusters Score -2.10879e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 154901 members 
Entering Unmasked Estep 
Score: -21088162.000000 Penalty: 5950.478027
	Iteration 56Q: 3 clusters Score -2.108816e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 155688 members 
Entering Unmasked Estep 
Score: -21088388.000000 Penalty: 5950.478027
	Iteration 57Q: 3 clusters Score -2.108839e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 156376 members 
Entering Unmasked Estep 
Score: -21088534.000000 Penalty: 5950.478027
	Iteration 58Q: 3 clusters Score -2.108853e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 156991 members 
Entering Unmasked Estep 
Score: -21088678.000000 Penalty: 5950.478027
	Iteration 59Q: 3 clusters Score -2.108868e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 157535 members 
Entering Unmasked Estep 
Score: -21088794.000000 Penalty: 5950.478027
	Iteration 60F: 3 clusters Score -2.108879e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 158008 members 
Entering Unmasked Estep 
Score: -21088866.000000 Penalty: 5950.478027
	Iteration 61Q: 3 clusters Score -2.108887e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 158409 members 
Entering Unmasked Estep 
Score: -21088976.000000 Penalty: 5950.478027
	Iteration 62Q: 3 clusters Score -2.108898e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 158751 members 
Entering Unmasked Estep 
Score: -21089084.000000 Penalty: 5950.478027
	Iteration 63Q: 3 clusters Score -2.108908e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 159040 members 
Entering Unmasked Estep 
Score: -21089298.000000 Penalty: 5950.478027
	Iteration 64Q: 3 clusters Score -2.10893e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 159278 members 
Entering Unmasked Estep 
Score: -21089394.000000 Penalty: 5950.478027
	Iteration 65Q: 3 clusters Score -2.108939e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 159449 members 
Entering Unmasked Estep 
Score: -21089642.000000 Penalty: 5950.478027
	Iteration 66Q: 3 clusters Score -2.108964e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 159556 members 
Entering Unmasked Estep 
Score: -21089864.000000 Penalty: 5950.478027
	Iteration 67Q: 3 clusters Score -2.108986e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 159598 members 
Entering Unmasked Estep 
Score: -21090022.000000 Penalty: 5950.478027
	Iteration 68Q: 3 clusters Score -2.109002e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 159578 members 
Entering Unmasked Estep 
Score: -21090102.000000 Penalty: 5950.478027
	Iteration 69Q: 3 clusters Score -2.10901e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 159552 members 
Entering Unmasked Estep 
Score: -21090194.000000 Penalty: 5950.478027
	Iteration 70Q: 3 clusters Score -2.109019e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 159516 members 
Entering Unmasked Estep 
Score: -21090224.000000 Penalty: 5950.478027
	Iteration 71Q: 3 clusters Score -2.109022e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 159481 members 
Entering Unmasked Estep 
Score: -21090268.000000 Penalty: 5950.478027
	Iteration 72Q: 3 clusters Score -2.109027e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 159452 members 
Entering Unmasked Estep 
Score: -21090276.000000 Penalty: 5950.478027
	Iteration 73Q: 3 clusters Score -2.109028e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 159432 members 
Entering Unmasked Estep 
Score: -21090306.000000 Penalty: 5950.478027
	Iteration 74Q: 3 clusters Score -2.109031e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 159404 members 
Entering Unmasked Estep 
Score: -21090312.000000 Penalty: 5950.478027
	Iteration 75Q: 3 clusters Score -2.109031e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 159382 members 
Entering Unmasked Estep 
Score: -21090370.000000 Penalty: 5950.478027
	Iteration 76Q: 3 clusters Score -2.109037e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 159374 members 
Entering Unmasked Estep 
Score: -21090390.000000 Penalty: 5950.478027
	Iteration 77Q: 3 clusters Score -2.109039e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 159369 members 
Entering Unmasked Estep 
Score: -21090404.000000 Penalty: 5950.478027
	Iteration 78Q: 3 clusters Score -2.10904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 159364 members 
Entering Unmasked Estep 
Score: -21090398.000000 Penalty: 5950.478027
	Iteration 79Q: 3 clusters Score -2.10904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 159361 members 
Entering Unmasked Estep 
Score: -21090382.000000 Penalty: 5950.478027
	Iteration 80F: 3 clusters Score -2.109038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 159353 members 
Entering Unmasked Estep 
Score: -21090392.000000 Penalty: 5950.478027
	Iteration 81Q: 3 clusters Score -2.109039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 159348 members 
Entering Unmasked Estep 
Score: -21090384.000000 Penalty: 5950.478027
	Iteration 82Q: 3 clusters Score -2.109038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 159342 members 
Entering Unmasked Estep 
Score: -21090392.000000 Penalty: 5950.478027
	Iteration 83Q: 3 clusters Score -2.109039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 159338 members 
Entering Unmasked Estep 
Score: -21090390.000000 Penalty: 5950.478027
	Iteration 84Q: 3 clusters Score -2.109039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 159338 members 
Entering Unmasked Estep 
Score: -21090384.000000 Penalty: 5950.478027
	Iteration 85Q: 3 clusters Score -2.109038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 159338 members 
Entering Unmasked Estep 
Score: -21090384.000000 Penalty: 5950.478027
	Iteration 86Q: 3 clusters Score -2.109038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 159338 members 
Entering Unmasked Estep 
Score: -21090384.000000 Penalty: 5950.478027
	Iteration 87Q: 3 clusters Score -2.109038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 159338 members 
Entering Unmasked Estep 
Score: -21090376.000000 Penalty: 5950.478027
	Iteration 88Q: 3 clusters Score -2.109038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 159339 members 
Entering Unmasked Estep 
Score: -21090374.000000 Penalty: 5950.478027
	Iteration 89Q: 3 clusters Score -2.109037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 159341 members 
Entering Unmasked Estep 
Score: -21090376.000000 Penalty: 5950.478027
	Iteration 90Q: 3 clusters Score -2.109038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 159344 members 
Entering Unmasked Estep 
Score: -21090380.000000 Penalty: 5950.478027
	Iteration 91Q: 3 clusters Score -2.109038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 159343 members 
Entering Unmasked Estep 
Score: -21090370.000000 Penalty: 5950.478027
	Iteration 92Q: 3 clusters Score -2.109037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 159345 members 
Entering Unmasked Estep 
Score: -21090394.000000 Penalty: 5950.478027
	Iteration 93Q: 3 clusters Score -2.109039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 159347 members 
Entering Unmasked Estep 
Score: -21090398.000000 Penalty: 5950.478027
	Iteration 94Q: 3 clusters Score -2.10904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 159343 members 
Entering Unmasked Estep 
Score: -21090398.000000 Penalty: 5950.478027
	Iteration 95Q: 3 clusters Score -2.10904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 159342 members 
Entering Unmasked Estep 
Score: -21090384.000000 Penalty: 5950.478027
	Iteration 96Q: 3 clusters Score -2.109038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 159342 members 
Entering Unmasked Estep 
Score: -21090386.000000 Penalty: 5950.478027
	Iteration 97Q: 3 clusters Score -2.109039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 159342 members 
Entering Unmasked Estep 
Score: -21090396.000000 Penalty: 5950.478027
	Iteration 98Q: 3 clusters Score -2.10904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 159341 members 
Entering Unmasked Estep 
Score: -21090394.000000 Penalty: 5950.478027
	Iteration 99Q: 3 clusters Score -2.109039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 159341 members 
Entering Unmasked Estep 
Score: -21090394.000000 Penalty: 5950.478027
	Iteration 100F: 3 clusters Score -2.109039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -41491.839844 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -41491.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40039.855469 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -40039.86 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40201.363281 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -40201.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40249.890625 Penalty: 3008.789795
	Iteration 2F: 3 clusters Score -40249.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40270.070312 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -40270.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40281.128906 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -40281.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40289.460938 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -40289.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40294.164062 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -40294.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40298.667969 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -40298.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40298.667969 Penalty: 3008.789795
	Iteration 8F: 3 clusters Score -40298.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Entering Unmasked Estep 
Score: -1903458.000000 Penalty: 2377.404541
	Iteration 0F: 2 clusters Score -1903458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1892768.375000 Penalty: 4754.809082
	Iteration 0F: 3 clusters Score -1892768 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1896129.250000 Penalty: 4754.809082
	Iteration 1F: 3 clusters Score -1896129 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1896485.250000 Penalty: 4754.809082
	Iteration 2F: 3 clusters Score -1896485 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1896750.375000 Penalty: 4754.809082
	Iteration 3Q: 3 clusters Score -1896750 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1896969.375000 Penalty: 4754.809082
	Iteration 4Q: 3 clusters Score -1896969 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1897192.375000 Penalty: 4754.809082
	Iteration 5Q: 3 clusters Score -1897192 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1897447.375000 Penalty: 4754.809082
	Iteration 6Q: 3 clusters Score -1897447 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1897726.625000 Penalty: 4754.809082
	Iteration 7Q: 3 clusters Score -1897727 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1897995.500000 Penalty: 4754.809082
	Iteration 8Q: 3 clusters Score -1897996 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1898241.375000 Penalty: 4754.809082
	Iteration 9Q: 3 clusters Score -1898241 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1898480.125000 Penalty: 4754.809082
	Iteration 10Q: 3 clusters Score -1898480 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1898703.250000 Penalty: 4754.809082
	Iteration 11Q: 3 clusters Score -1898703 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1898895.125000 Penalty: 4754.809082
	Iteration 12Q: 3 clusters Score -1898895 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1899070.000000 Penalty: 4754.809082
	Iteration 13Q: 3 clusters Score -1899070 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1899237.500000 Penalty: 4754.809082
	Iteration 14Q: 3 clusters Score -1899238 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1899359.500000 Penalty: 4754.809082
	Iteration 15Q: 3 clusters Score -1899360 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1899438.375000 Penalty: 4754.809082
	Iteration 16Q: 3 clusters Score -1899438 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1899517.375000 Penalty: 4754.809082
	Iteration 17Q: 3 clusters Score -1899517 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1899579.375000 Penalty: 4754.809082
	Iteration 18Q: 3 clusters Score -1899579 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1899623.250000 Penalty: 4754.809082
	Iteration 19Q: 3 clusters Score -1899623 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1899667.625000 Penalty: 4754.809082
	Iteration 20F: 3 clusters Score -1899668 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1899707.625000 Penalty: 4754.809082
	Iteration 21Q: 3 clusters Score -1899708 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1899751.875000 Penalty: 4754.809082
	Iteration 22Q: 3 clusters Score -1899752 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1899792.250000 Penalty: 4754.809082
	Iteration 23Q: 3 clusters Score -1899792 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1899841.250000 Penalty: 4754.809082
	Iteration 24Q: 3 clusters Score -1899841 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1899893.625000 Penalty: 4754.809082
	Iteration 25Q: 3 clusters Score -1899894 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1899941.250000 Penalty: 4754.809082
	Iteration 26Q: 3 clusters Score -1899941 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1899973.375000 Penalty: 4754.809082
	Iteration 27Q: 3 clusters Score -1899973 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1900025.000000 Penalty: 4754.809082
	Iteration 28Q: 3 clusters Score -1900025 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1900079.375000 Penalty: 4754.809082
	Iteration 29Q: 3 clusters Score -1900079 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1900129.250000 Penalty: 4754.809082
	Iteration 30Q: 3 clusters Score -1900129 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1900183.750000 Penalty: 4754.809082
	Iteration 31Q: 3 clusters Score -1900184 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1900234.750000 Penalty: 4754.809082
	Iteration 32Q: 3 clusters Score -1900235 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1900298.750000 Penalty: 4754.809082
	Iteration 33Q: 3 clusters Score -1900299 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1900359.000000 Penalty: 4754.809082
	Iteration 34Q: 3 clusters Score -1900359 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1900416.000000 Penalty: 4754.809082
	Iteration 35Q: 3 clusters Score -1900416 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1900483.750000 Penalty: 4754.809082
	Iteration 36Q: 3 clusters Score -1900484 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1900556.000000 Penalty: 4754.809082
	Iteration 37Q: 3 clusters Score -1900556 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1900632.250000 Penalty: 4754.809082
	Iteration 38Q: 3 clusters Score -1900632 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1900722.125000 Penalty: 4754.809082
	Iteration 39Q: 3 clusters Score -1900722 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1900806.000000 Penalty: 4754.809082
	Iteration 40F: 3 clusters Score -1900806 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1900891.500000 Penalty: 4754.809082
	Iteration 41Q: 3 clusters Score -1900892 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1900972.750000 Penalty: 4754.809082
	Iteration 42Q: 3 clusters Score -1900973 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1901034.625000 Penalty: 4754.809082
	Iteration 43Q: 3 clusters Score -1901035 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1901098.000000 Penalty: 4754.809082
	Iteration 44Q: 3 clusters Score -1901098 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1901152.625000 Penalty: 4754.809082
	Iteration 45Q: 3 clusters Score -1901153 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1901208.500000 Penalty: 4754.809082
	Iteration 46Q: 3 clusters Score -1901208 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1901257.625000 Penalty: 4754.809082
	Iteration 47Q: 3 clusters Score -1901258 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1901296.375000 Penalty: 4754.809082
	Iteration 48Q: 3 clusters Score -1901296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1901316.875000 Penalty: 4754.809082
	Iteration 49Q: 3 clusters Score -1901317 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1901343.875000 Penalty: 4754.809082
	Iteration 50Q: 3 clusters Score -1901344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1901365.000000 Penalty: 4754.809082
	Iteration 51Q: 3 clusters Score -1901365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1901389.125000 Penalty: 4754.809082
	Iteration 52Q: 3 clusters Score -1901389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1901414.750000 Penalty: 4754.809082
	Iteration 53Q: 3 clusters Score -1901415 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1901434.250000 Penalty: 4754.809082
	Iteration 54Q: 3 clusters Score -1901434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1901446.750000 Penalty: 4754.809082
	Iteration 55Q: 3 clusters Score -1901447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1901454.750000 Penalty: 4754.809082
	Iteration 56Q: 3 clusters Score -1901455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1901461.250000 Penalty: 4754.809082
	Iteration 57Q: 3 clusters Score -1901461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1901469.750000 Penalty: 4754.809082
	Iteration 58Q: 3 clusters Score -1901470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1901475.750000 Penalty: 4754.809082
	Iteration 59Q: 3 clusters Score -1901476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1901477.375000 Penalty: 4754.809082
	Iteration 60F: 3 clusters Score -1901477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1901484.375000 Penalty: 4754.809082
	Iteration 61Q: 3 clusters Score -1901484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1901486.375000 Penalty: 4754.809082
	Iteration 62Q: 3 clusters Score -1901486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1901488.750000 Penalty: 4754.809082
	Iteration 63Q: 3 clusters Score -1901489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1901489.375000 Penalty: 4754.809082
	Iteration 64Q: 3 clusters Score -1901489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1901491.625000 Penalty: 4754.809082
	Iteration 65Q: 3 clusters Score -1901492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1901493.875000 Penalty: 4754.809082
	Iteration 66Q: 3 clusters Score -1901494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1901493.750000 Penalty: 4754.809082
	Iteration 67Q: 3 clusters Score -1901494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1901494.000000 Penalty: 4754.809082
	Iteration 68Q: 3 clusters Score -1901494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1901494.000000 Penalty: 4754.809082
	Iteration 69F: 3 clusters Score -1901494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -67235.914062 Penalty: 1586.438599
	Iteration 0F: 2 clusters Score -67235.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65730.039062 Penalty: 3172.877197
	Iteration 0F: 3 clusters Score -65730.04 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66207.265625 Penalty: 3172.877197
	Iteration 1F: 3 clusters Score -66207.27 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66567.031250 Penalty: 3172.877197
	Iteration 2F: 3 clusters Score -66567.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -66750.328125 Penalty: 3172.877197
	Iteration 3F: 3 clusters Score -66750.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -67046.304688 Penalty: 3172.877197
	Iteration 4Q: 3 clusters Score -67046.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -67197.476562 Penalty: 3172.877197
	Iteration 5Q: 3 clusters Score -67197.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -67232.242188 Penalty: 3172.877197
	Iteration 6Q: 3 clusters Score -67232.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -67255.492188 Penalty: 3172.877197
	Iteration 7Q: 3 clusters Score -67255.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -67276.992188 Penalty: 3172.877197
	Iteration 8Q: 3 clusters Score -67276.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -67291.734375 Penalty: 3172.877197
	Iteration 9Q: 3 clusters Score -67291.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -67295.492188 Penalty: 3172.877197
	Iteration 10Q: 3 clusters Score -67295.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -67295.492188 Penalty: 3172.877197
	Iteration 11F: 3 clusters Score -67295.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 13600 members 
Mstep: Class 3 contains 1304 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274820 members 
Mstep: Class 8 contains 15123 members 
Mstep: Class 9 contains 27971 members 
Mstep: Class 10 contains 162256 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 14564 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 57374 members 
Mstep: Class 15 contains 41649 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 6544 members 
Mstep: Class 18 contains 29131 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6821 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2311 members 
Mstep: Class 24 contains 129 members 
Entering Unmasked Estep 
Score: -90831320.000000 Penalty: 80247.148438
Splitting cluster 13 changes total score from -90832672.000000 to -90831320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (57374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57374 members 
Entering Unmasked Estep 
Score: -7340625.000000 Penalty: 2717.422119
	Iteration 0F: 2 clusters Score -7340625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -7302097.500000 Penalty: 5434.844238
	Iteration 0F: 3 clusters Score -7302098 nChanged 26593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -7316971.500000 Penalty: 5434.844238
	Iteration 1F: 3 clusters Score -7316972 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -7317537.500000 Penalty: 5434.844238
	Iteration 2Q: 3 clusters Score -7317538 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -7318152.500000 Penalty: 5434.844238
	Iteration 3Q: 3 clusters Score -7318152 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -7318864.500000 Penalty: 5434.844238
	Iteration 4Q: 3 clusters Score -7318864 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -7319891.000000 Penalty: 5434.844238
	Iteration 5Q: 3 clusters Score -7319891 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -7321427.500000 Penalty: 5434.844238
	Iteration 6F: 3 clusters Score -7321428 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -7323750.500000 Penalty: 5434.844238
	Iteration 7F: 3 clusters Score -7323750 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -7326933.000000 Penalty: 5434.844238
	Iteration 8F: 3 clusters Score -7326933 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -7330570.500000 Penalty: 5434.844238
	Iteration 9F: 3 clusters Score -7330570 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -7333731.500000 Penalty: 5434.844238
	Iteration 10F: 3 clusters Score -7333732 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -7335833.000000 Penalty: 5434.844238
	Iteration 11Q: 3 clusters Score -7335833 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 55334 members 
Entering Unmasked Estep 
Score: -7336988.500000 Penalty: 5434.844238
	Iteration 12Q: 3 clusters Score -7336988 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 56057 members 
Entering Unmasked Estep 
Score: -7337565.500000 Penalty: 5434.844238
	Iteration 13Q: 3 clusters Score -7337566 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -7337846.000000 Penalty: 5434.844238
	Iteration 14Q: 3 clusters Score -7337846 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -7338028.000000 Penalty: 5434.844238
	Iteration 15Q: 3 clusters Score -7338028 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -7338152.000000 Penalty: 5434.844238
	Iteration 16Q: 3 clusters Score -7338152 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -7338211.500000 Penalty: 5434.844238
	Iteration 17Q: 3 clusters Score -7338212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 56845 members 
Entering Unmasked Estep 
Score: -7338260.500000 Penalty: 5434.844238
	Iteration 18Q: 3 clusters Score -7338260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -7338286.500000 Penalty: 5434.844238
	Iteration 19Q: 3 clusters Score -7338286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 56890 members 
Entering Unmasked Estep 
Score: -7338307.500000 Penalty: 5434.844238
	Iteration 20F: 3 clusters Score -7338308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -7338309.500000 Penalty: 5434.844238
	Iteration 21Q: 3 clusters Score -7338310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -7338318.500000 Penalty: 5434.844238
	Iteration 22Q: 3 clusters Score -7338318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -7338313.500000 Penalty: 5434.844238
	Iteration 23Q: 3 clusters Score -7338314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -7338320.500000 Penalty: 5434.844238
	Iteration 24Q: 3 clusters Score -7338320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -7338326.000000 Penalty: 5434.844238
	Iteration 25Q: 3 clusters Score -7338326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 56908 members 
Entering Unmasked Estep 
Score: -7338322.500000 Penalty: 5434.844238
	Iteration 26Q: 3 clusters Score -7338322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 56908 members 
Entering Unmasked Estep 
Score: -7338322.500000 Penalty: 5434.844238
	Iteration 27F: 3 clusters Score -7338322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Entering Unmasked Estep 
Score: -5428097.000000 Penalty: 2637.984131
	Iteration 0F: 2 clusters Score -5428097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -5399881.000000 Penalty: 5275.968262
	Iteration 0F: 3 clusters Score -5399881 nChanged 19085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -5410497.000000 Penalty: 5275.968262
	Iteration 1F: 3 clusters Score -5410497 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -5411071.500000 Penalty: 5275.968262
	Iteration 2Q: 3 clusters Score -5411072 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -5411645.000000 Penalty: 5275.968262
	Iteration 3Q: 3 clusters Score -5411645 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -5412247.000000 Penalty: 5275.968262
	Iteration 4Q: 3 clusters Score -5412247 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -5413005.000000 Penalty: 5275.968262
	Iteration 5Q: 3 clusters Score -5413005 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -5413954.000000 Penalty: 5275.968262
	Iteration 6Q: 3 clusters Score -5413954 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -5415135.000000 Penalty: 5275.968262
	Iteration 7Q: 3 clusters Score -5415135 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -5416388.500000 Penalty: 5275.968262
	Iteration 8Q: 3 clusters Score -5416388 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -5417795.000000 Penalty: 5275.968262
	Iteration 9F: 3 clusters Score -5417795 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -5419271.500000 Penalty: 5275.968262
	Iteration 10Q: 3 clusters Score -5419272 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -5420728.500000 Penalty: 5275.968262
	Iteration 11Q: 3 clusters Score -5420728 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -5422020.000000 Penalty: 5275.968262
	Iteration 12Q: 3 clusters Score -5422020 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -5423017.000000 Penalty: 5275.968262
	Iteration 13Q: 3 clusters Score -5423017 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -5423835.000000 Penalty: 5275.968262
	Iteration 14Q: 3 clusters Score -5423835 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -5424457.000000 Penalty: 5275.968262
	Iteration 15Q: 3 clusters Score -5424457 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5424921.500000 Penalty: 5275.968262
	Iteration 16Q: 3 clusters Score -5424922 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5425238.000000 Penalty: 5275.968262
	Iteration 17Q: 3 clusters Score -5425238 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5425454.500000 Penalty: 5275.968262
	Iteration 18Q: 3 clusters Score -5425454 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5425603.500000 Penalty: 5275.968262
	Iteration 19Q: 3 clusters Score -5425604 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5425671.500000 Penalty: 5275.968262
	Iteration 20F: 3 clusters Score -5425672 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5425723.500000 Penalty: 5275.968262
	Iteration 21Q: 3 clusters Score -5425724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5425753.000000 Penalty: 5275.968262
	Iteration 22Q: 3 clusters Score -5425753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5425772.000000 Penalty: 5275.968262
	Iteration 23Q: 3 clusters Score -5425772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5425774.500000 Penalty: 5275.968262
	Iteration 24Q: 3 clusters Score -5425774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5425791.000000 Penalty: 5275.968262
	Iteration 25Q: 3 clusters Score -5425791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5425815.000000 Penalty: 5275.968262
	Iteration 26Q: 3 clusters Score -5425815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5425831.500000 Penalty: 5275.968262
	Iteration 27Q: 3 clusters Score -5425832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5425846.000000 Penalty: 5275.968262
	Iteration 28Q: 3 clusters Score -5425846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5425853.500000 Penalty: 5275.968262
	Iteration 29Q: 3 clusters Score -5425854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5425852.500000 Penalty: 5275.968262
	Iteration 30Q: 3 clusters Score -5425852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5425852.000000 Penalty: 5275.968262
	Iteration 31Q: 3 clusters Score -5425852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5425854.000000 Penalty: 5275.968262
	Iteration 32Q: 3 clusters Score -5425854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5425856.500000 Penalty: 5275.968262
	Iteration 33Q: 3 clusters Score -5425856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5425863.500000 Penalty: 5275.968262
	Iteration 34Q: 3 clusters Score -5425864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5425863.500000 Penalty: 5275.968262
	Iteration 35F: 3 clusters Score -5425864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Entering Unmasked Estep 
Score: -1568767.625000 Penalty: 2341.283203
	Iteration 0F: 2 clusters Score -1568768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1559318.375000 Penalty: 4682.566406
	Iteration 0F: 3 clusters Score -1559318 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1562266.000000 Penalty: 4682.566406
	Iteration 1F: 3 clusters Score -1562266 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1562596.125000 Penalty: 4682.566406
	Iteration 2F: 3 clusters Score -1562596 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1562870.250000 Penalty: 4682.566406
	Iteration 3Q: 3 clusters Score -1562870 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1563085.500000 Penalty: 4682.566406
	Iteration 4Q: 3 clusters Score -1563086 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1563296.375000 Penalty: 4682.566406
	Iteration 5Q: 3 clusters Score -1563296 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1563529.750000 Penalty: 4682.566406
	Iteration 6Q: 3 clusters Score -1563530 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1563745.250000 Penalty: 4682.566406
	Iteration 7Q: 3 clusters Score -1563745 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1563954.875000 Penalty: 4682.566406
	Iteration 8Q: 3 clusters Score -1563955 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1564175.750000 Penalty: 4682.566406
	Iteration 9Q: 3 clusters Score -1564176 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1564410.625000 Penalty: 4682.566406
	Iteration 10Q: 3 clusters Score -1564411 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1564618.000000 Penalty: 4682.566406
	Iteration 11Q: 3 clusters Score -1564618 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1564798.000000 Penalty: 4682.566406
	Iteration 12Q: 3 clusters Score -1564798 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1564965.500000 Penalty: 4682.566406
	Iteration 13Q: 3 clusters Score -1564966 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1565122.250000 Penalty: 4682.566406
	Iteration 14Q: 3 clusters Score -1565122 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1565282.125000 Penalty: 4682.566406
	Iteration 15Q: 3 clusters Score -1565282 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1565417.125000 Penalty: 4682.566406
	Iteration 16Q: 3 clusters Score -1565417 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1565555.000000 Penalty: 4682.566406
	Iteration 17Q: 3 clusters Score -1565555 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1565683.500000 Penalty: 4682.566406
	Iteration 18Q: 3 clusters Score -1565684 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1565804.500000 Penalty: 4682.566406
	Iteration 19Q: 3 clusters Score -1565804 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1565909.250000 Penalty: 4682.566406
	Iteration 20F: 3 clusters Score -1565909 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1566021.875000 Penalty: 4682.566406
	Iteration 21Q: 3 clusters Score -1566022 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1566123.125000 Penalty: 4682.566406
	Iteration 22Q: 3 clusters Score -1566123 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1566205.625000 Penalty: 4682.566406
	Iteration 23Q: 3 clusters Score -1566206 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1566278.625000 Penalty: 4682.566406
	Iteration 24Q: 3 clusters Score -1566279 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1566335.000000 Penalty: 4682.566406
	Iteration 25Q: 3 clusters Score -1566335 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1566380.500000 Penalty: 4682.566406
	Iteration 26Q: 3 clusters Score -1566380 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1566431.375000 Penalty: 4682.566406
	Iteration 27Q: 3 clusters Score -1566431 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1566479.125000 Penalty: 4682.566406
	Iteration 28Q: 3 clusters Score -1566479 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1566516.000000 Penalty: 4682.566406
	Iteration 29Q: 3 clusters Score -1566516 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1566547.375000 Penalty: 4682.566406
	Iteration 30Q: 3 clusters Score -1566547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1566578.375000 Penalty: 4682.566406
	Iteration 31Q: 3 clusters Score -1566578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1566606.625000 Penalty: 4682.566406
	Iteration 32Q: 3 clusters Score -1566607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1566621.500000 Penalty: 4682.566406
	Iteration 33Q: 3 clusters Score -1566622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1566643.750000 Penalty: 4682.566406
	Iteration 34Q: 3 clusters Score -1566644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1566670.250000 Penalty: 4682.566406
	Iteration 35Q: 3 clusters Score -1566670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1566695.875000 Penalty: 4682.566406
	Iteration 36Q: 3 clusters Score -1566696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1566720.500000 Penalty: 4682.566406
	Iteration 37Q: 3 clusters Score -1566720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1566738.500000 Penalty: 4682.566406
	Iteration 38Q: 3 clusters Score -1566738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1566752.875000 Penalty: 4682.566406
	Iteration 39Q: 3 clusters Score -1566753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1566772.625000 Penalty: 4682.566406
	Iteration 40F: 3 clusters Score -1566773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1566789.500000 Penalty: 4682.566406
	Iteration 41Q: 3 clusters Score -1566790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1566810.750000 Penalty: 4682.566406
	Iteration 42Q: 3 clusters Score -1566811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1566831.250000 Penalty: 4682.566406
	Iteration 43Q: 3 clusters Score -1566831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1566850.750000 Penalty: 4682.566406
	Iteration 44Q: 3 clusters Score -1566851 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1566869.000000 Penalty: 4682.566406
	Iteration 45Q: 3 clusters Score -1566869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1566878.625000 Penalty: 4682.566406
	Iteration 46Q: 3 clusters Score -1566879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1566888.750000 Penalty: 4682.566406
	Iteration 47Q: 3 clusters Score -1566889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1566898.000000 Penalty: 4682.566406
	Iteration 48Q: 3 clusters Score -1566898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1566899.750000 Penalty: 4682.566406
	Iteration 49Q: 3 clusters Score -1566900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1566908.875000 Penalty: 4682.566406
	Iteration 50Q: 3 clusters Score -1566909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1566919.125000 Penalty: 4682.566406
	Iteration 51Q: 3 clusters Score -1566919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1566925.500000 Penalty: 4682.566406
	Iteration 52Q: 3 clusters Score -1566926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1566933.750000 Penalty: 4682.566406
	Iteration 53Q: 3 clusters Score -1566934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1566941.875000 Penalty: 4682.566406
	Iteration 54Q: 3 clusters Score -1566942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1566953.500000 Penalty: 4682.566406
	Iteration 55Q: 3 clusters Score -1566954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1566957.375000 Penalty: 4682.566406
	Iteration 56Q: 3 clusters Score -1566957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1566960.625000 Penalty: 4682.566406
	Iteration 57Q: 3 clusters Score -1566961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1566963.500000 Penalty: 4682.566406
	Iteration 58Q: 3 clusters Score -1566964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1566964.500000 Penalty: 4682.566406
	Iteration 59Q: 3 clusters Score -1566964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1566966.500000 Penalty: 4682.566406
	Iteration 60F: 3 clusters Score -1566966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Entering Unmasked Estep 
Score: -821131.500000 Penalty: 2179.003174
	Iteration 0F: 2 clusters Score -821131.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -815625.187500 Penalty: 4358.006348
	Iteration 0F: 3 clusters Score -815625.2 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -817140.875000 Penalty: 4358.006348
	Iteration 1F: 3 clusters Score -817140.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -817503.187500 Penalty: 4358.006348
	Iteration 2F: 3 clusters Score -817503.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -817919.750000 Penalty: 4358.006348
	Iteration 3F: 3 clusters Score -817919.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -818315.437500 Penalty: 4358.006348
	Iteration 4F: 3 clusters Score -818315.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -818673.562500 Penalty: 4358.006348
	Iteration 5F: 3 clusters Score -818673.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -818934.437500 Penalty: 4358.006348
	Iteration 6F: 3 clusters Score -818934.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -819173.062500 Penalty: 4358.006348
	Iteration 7F: 3 clusters Score -819173.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -819323.937500 Penalty: 4358.006348
	Iteration 8Q: 3 clusters Score -819323.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -819421.750000 Penalty: 4358.006348
	Iteration 9Q: 3 clusters Score -819421.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -819493.812500 Penalty: 4358.006348
	Iteration 10Q: 3 clusters Score -819493.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -819550.312500 Penalty: 4358.006348
	Iteration 11Q: 3 clusters Score -819550.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -819588.187500 Penalty: 4358.006348
	Iteration 12Q: 3 clusters Score -819588.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -819624.937500 Penalty: 4358.006348
	Iteration 13Q: 3 clusters Score -819624.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -819658.562500 Penalty: 4358.006348
	Iteration 14Q: 3 clusters Score -819658.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -819684.375000 Penalty: 4358.006348
	Iteration 15Q: 3 clusters Score -819684.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -819704.375000 Penalty: 4358.006348
	Iteration 16Q: 3 clusters Score -819704.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -819718.562500 Penalty: 4358.006348
	Iteration 17Q: 3 clusters Score -819718.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -819737.625000 Penalty: 4358.006348
	Iteration 18Q: 3 clusters Score -819737.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -819748.125000 Penalty: 4358.006348
	Iteration 19Q: 3 clusters Score -819748.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -819767.750000 Penalty: 4358.006348
	Iteration 20F: 3 clusters Score -819767.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -819781.500000 Penalty: 4358.006348
	Iteration 21Q: 3 clusters Score -819781.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -819801.062500 Penalty: 4358.006348
	Iteration 22Q: 3 clusters Score -819801.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -819823.187500 Penalty: 4358.006348
	Iteration 23Q: 3 clusters Score -819823.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -819839.500000 Penalty: 4358.006348
	Iteration 24Q: 3 clusters Score -819839.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -819849.000000 Penalty: 4358.006348
	Iteration 25Q: 3 clusters Score -819849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -819860.687500 Penalty: 4358.006348
	Iteration 26Q: 3 clusters Score -819860.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -819867.062500 Penalty: 4358.006348
	Iteration 27Q: 3 clusters Score -819867.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -819874.250000 Penalty: 4358.006348
	Iteration 28Q: 3 clusters Score -819874.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -819876.250000 Penalty: 4358.006348
	Iteration 29Q: 3 clusters Score -819876.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -819880.937500 Penalty: 4358.006348
	Iteration 30Q: 3 clusters Score -819880.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -819883.562500 Penalty: 4358.006348
	Iteration 31Q: 3 clusters Score -819883.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -819887.062500 Penalty: 4358.006348
	Iteration 32Q: 3 clusters Score -819887.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -819892.187500 Penalty: 4358.006348
	Iteration 33Q: 3 clusters Score -819892.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -819893.750000 Penalty: 4358.006348
	Iteration 34Q: 3 clusters Score -819893.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -819894.750000 Penalty: 4358.006348
	Iteration 35Q: 3 clusters Score -819894.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -819897.000000 Penalty: 4358.006348
	Iteration 36Q: 3 clusters Score -819897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -819897.625000 Penalty: 4358.006348
	Iteration 37Q: 3 clusters Score -819897.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -819898.062500 Penalty: 4358.006348
	Iteration 38Q: 3 clusters Score -819898.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -819898.312500 Penalty: 4358.006348
	Iteration 39Q: 3 clusters Score -819898.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -819899.000000 Penalty: 4358.006348
	Iteration 40F: 3 clusters Score -819899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -819899.062500 Penalty: 4358.006348
	Iteration 41Q: 3 clusters Score -819899.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -819900.875000 Penalty: 4358.006348
	Iteration 42Q: 3 clusters Score -819900.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -819900.875000 Penalty: 4358.006348
	Iteration 43F: 3 clusters Score -819900.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Entering Unmasked Estep 
Score: -3503446.750000 Penalty: 2549.330322
	Iteration 0F: 2 clusters Score -3503447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3483423.500000 Penalty: 5098.660645
	Iteration 0F: 3 clusters Score -3483424 nChanged 13081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3490724.000000 Penalty: 5098.660645
	Iteration 1F: 3 clusters Score -3490724 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3491431.250000 Penalty: 5098.660645
	Iteration 2F: 3 clusters Score -3491431 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3492192.000000 Penalty: 5098.660645
	Iteration 3F: 3 clusters Score -3492192 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -3493040.000000 Penalty: 5098.660645
	Iteration 4F: 3 clusters Score -3493040 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3493904.500000 Penalty: 5098.660645
	Iteration 5F: 3 clusters Score -3493904 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -3494763.250000 Penalty: 5098.660645
	Iteration 6F: 3 clusters Score -3494763 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -3495543.750000 Penalty: 5098.660645
	Iteration 7F: 3 clusters Score -3495544 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -3496223.750000 Penalty: 5098.660645
	Iteration 8Q: 3 clusters Score -3496224 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -3496864.250000 Penalty: 5098.660645
	Iteration 9Q: 3 clusters Score -3496864 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -3497398.250000 Penalty: 5098.660645
	Iteration 10Q: 3 clusters Score -3497398 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -3497879.750000 Penalty: 5098.660645
	Iteration 11Q: 3 clusters Score -3497880 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3498326.750000 Penalty: 5098.660645
	Iteration 12Q: 3 clusters Score -3498327 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -3498651.000000 Penalty: 5098.660645
	Iteration 13Q: 3 clusters Score -3498651 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -3498944.000000 Penalty: 5098.660645
	Iteration 14Q: 3 clusters Score -3498944 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -3499189.750000 Penalty: 5098.660645
	Iteration 15Q: 3 clusters Score -3499190 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -3499368.000000 Penalty: 5098.660645
	Iteration 16Q: 3 clusters Score -3499368 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3499562.500000 Penalty: 5098.660645
	Iteration 17Q: 3 clusters Score -3499562 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -3499740.500000 Penalty: 5098.660645
	Iteration 18Q: 3 clusters Score -3499740 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -3499912.000000 Penalty: 5098.660645
	Iteration 19Q: 3 clusters Score -3499912 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -3500136.500000 Penalty: 5098.660645
	Iteration 20F: 3 clusters Score -3500136 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3500323.750000 Penalty: 5098.660645
	Iteration 21Q: 3 clusters Score -3500324 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3500493.500000 Penalty: 5098.660645
	Iteration 22Q: 3 clusters Score -3500494 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3500646.250000 Penalty: 5098.660645
	Iteration 23Q: 3 clusters Score -3500646 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3500803.000000 Penalty: 5098.660645
	Iteration 24Q: 3 clusters Score -3500803 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3500946.000000 Penalty: 5098.660645
	Iteration 25Q: 3 clusters Score -3500946 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3501067.250000 Penalty: 5098.660645
	Iteration 26Q: 3 clusters Score -3501067 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -3501211.500000 Penalty: 5098.660645
	Iteration 27Q: 3 clusters Score -3501212 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -3501317.750000 Penalty: 5098.660645
	Iteration 28Q: 3 clusters Score -3501318 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3501370.500000 Penalty: 5098.660645
	Iteration 29Q: 3 clusters Score -3501370 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3501424.500000 Penalty: 5098.660645
	Iteration 30Q: 3 clusters Score -3501424 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -3501465.500000 Penalty: 5098.660645
	Iteration 31Q: 3 clusters Score -3501466 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -3501510.750000 Penalty: 5098.660645
	Iteration 32Q: 3 clusters Score -3501511 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3501546.500000 Penalty: 5098.660645
	Iteration 33Q: 3 clusters Score -3501546 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -3501577.500000 Penalty: 5098.660645
	Iteration 34Q: 3 clusters Score -3501578 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -3501591.500000 Penalty: 5098.660645
	Iteration 35Q: 3 clusters Score -3501592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -3501603.500000 Penalty: 5098.660645
	Iteration 36Q: 3 clusters Score -3501604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3501624.000000 Penalty: 5098.660645
	Iteration 37Q: 3 clusters Score -3501624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3501641.500000 Penalty: 5098.660645
	Iteration 38Q: 3 clusters Score -3501642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -3501655.000000 Penalty: 5098.660645
	Iteration 39Q: 3 clusters Score -3501655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -3501658.000000 Penalty: 5098.660645
	Iteration 40F: 3 clusters Score -3501658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -3501667.500000 Penalty: 5098.660645
	Iteration 41Q: 3 clusters Score -3501668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -3501675.500000 Penalty: 5098.660645
	Iteration 42Q: 3 clusters Score -3501676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -3501678.000000 Penalty: 5098.660645
	Iteration 43Q: 3 clusters Score -3501678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -3501680.250000 Penalty: 5098.660645
	Iteration 44Q: 3 clusters Score -3501680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3501678.500000 Penalty: 5098.660645
	Iteration 45Q: 3 clusters Score -3501678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3501677.000000 Penalty: 5098.660645
	Iteration 46Q: 3 clusters Score -3501677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -3501677.000000 Penalty: 5098.660645
	Iteration 47Q: 3 clusters Score -3501677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -3501675.500000 Penalty: 5098.660645
	Iteration 48Q: 3 clusters Score -3501676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -3501674.250000 Penalty: 5098.660645
	Iteration 49Q: 3 clusters Score -3501674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -3501673.000000 Penalty: 5098.660645
	Iteration 50Q: 3 clusters Score -3501673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -3501670.750000 Penalty: 5098.660645
	Iteration 51Q: 3 clusters Score -3501671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3501673.000000 Penalty: 5098.660645
	Iteration 52Q: 3 clusters Score -3501673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -3501676.000000 Penalty: 5098.660645
	Iteration 53Q: 3 clusters Score -3501676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -3501678.500000 Penalty: 5098.660645
	Iteration 54Q: 3 clusters Score -3501678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -3501677.500000 Penalty: 5098.660645
	Iteration 55Q: 3 clusters Score -3501678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -3501677.500000 Penalty: 5098.660645
	Iteration 56F: 3 clusters Score -3501678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -59534.476562 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -59534.48 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 240 members 
Entering Unmasked Estep 
Score: -58035.417969 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -58035.42 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58207.246094 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -58207.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -58259.652344 Penalty: 3073.436279
	Iteration 2Q: 3 clusters Score -58259.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -58273.035156 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -58273.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58284.203125 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -58284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58286.964844 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -58286.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58286.964844 Penalty: 3073.436279
	Iteration 6F: 3 clusters Score -58286.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -86951.812500 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -86951.81 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 391 members 
Entering Unmasked Estep 
Score: -85259.421875 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -85259.42 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -85580.968750 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -85580.97 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -85785.625000 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -85785.62 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -86063.335938 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -86063.34 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -86430.406250 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -86430.41 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -86830.375000 Penalty: 3312.457520
	Iteration 5F: 3 clusters Score -86830.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -87182.804688 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -87182.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -87253.851562 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -87253.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -87287.523438 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -87287.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -87318.453125 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -87318.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -87368.093750 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -87368.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -87373.812500 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -87373.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -87373.812500 Penalty: 3312.457520
	Iteration 12F: 3 clusters Score -87373.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 13600 members 
Mstep: Class 3 contains 1304 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274820 members 
Mstep: Class 8 contains 15123 members 
Mstep: Class 9 contains 27971 members 
Mstep: Class 10 contains 162256 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 14564 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57374 members 
Mstep: Class 15 contains 41649 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 6544 members 
Mstep: Class 18 contains 29131 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 243 members 
Mstep: Class 21 contains 6821 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2311 members 
Mstep: Class 24 contains 552 members 
Entering Unmasked Estep 
Score: -90831768.000000 Penalty: 80247.148438
Splitting cluster 20 changes total score from -90832672.000000 to -90831768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (6821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Entering Unmasked Estep 
Score: -763423.875000 Penalty: 2189.284912
	Iteration 0F: 2 clusters Score -763423.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -757774.062500 Penalty: 4378.569824
	Iteration 0F: 3 clusters Score -757774.1 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -759233.312500 Penalty: 4378.569824
	Iteration 1F: 3 clusters Score -759233.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -759552.812500 Penalty: 4378.569824
	Iteration 2F: 3 clusters Score -759552.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -759765.937500 Penalty: 4378.569824
	Iteration 3F: 3 clusters Score -759765.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -759946.000000 Penalty: 4378.569824
	Iteration 4Q: 3 clusters Score -759946 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -760115.875000 Penalty: 4378.569824
	Iteration 5Q: 3 clusters Score -760115.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -760285.937500 Penalty: 4378.569824
	Iteration 6Q: 3 clusters Score -760285.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -760440.687500 Penalty: 4378.569824
	Iteration 7Q: 3 clusters Score -760440.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -760600.937500 Penalty: 4378.569824
	Iteration 8Q: 3 clusters Score -760600.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -760718.687500 Penalty: 4378.569824
	Iteration 9Q: 3 clusters Score -760718.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -760805.375000 Penalty: 4378.569824
	Iteration 10Q: 3 clusters Score -760805.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -760896.062500 Penalty: 4378.569824
	Iteration 11Q: 3 clusters Score -760896.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -760983.125000 Penalty: 4378.569824
	Iteration 12Q: 3 clusters Score -760983.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -761057.625000 Penalty: 4378.569824
	Iteration 13Q: 3 clusters Score -761057.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -761113.187500 Penalty: 4378.569824
	Iteration 14Q: 3 clusters Score -761113.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -761163.062500 Penalty: 4378.569824
	Iteration 15Q: 3 clusters Score -761163.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -761213.250000 Penalty: 4378.569824
	Iteration 16Q: 3 clusters Score -761213.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -761272.250000 Penalty: 4378.569824
	Iteration 17Q: 3 clusters Score -761272.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -761343.062500 Penalty: 4378.569824
	Iteration 18Q: 3 clusters Score -761343.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -761419.500000 Penalty: 4378.569824
	Iteration 19Q: 3 clusters Score -761419.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -761481.750000 Penalty: 4378.569824
	Iteration 20F: 3 clusters Score -761481.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -761533.750000 Penalty: 4378.569824
	Iteration 21Q: 3 clusters Score -761533.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -761582.562500 Penalty: 4378.569824
	Iteration 22Q: 3 clusters Score -761582.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -761636.125000 Penalty: 4378.569824
	Iteration 23Q: 3 clusters Score -761636.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -761704.312500 Penalty: 4378.569824
	Iteration 24Q: 3 clusters Score -761704.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -761766.625000 Penalty: 4378.569824
	Iteration 25Q: 3 clusters Score -761766.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -761817.812500 Penalty: 4378.569824
	Iteration 26Q: 3 clusters Score -761817.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -761861.000000 Penalty: 4378.569824
	Iteration 27Q: 3 clusters Score -761861 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -761903.312500 Penalty: 4378.569824
	Iteration 28Q: 3 clusters Score -761903.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -761937.750000 Penalty: 4378.569824
	Iteration 29Q: 3 clusters Score -761937.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -761970.625000 Penalty: 4378.569824
	Iteration 30Q: 3 clusters Score -761970.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -761996.187500 Penalty: 4378.569824
	Iteration 31Q: 3 clusters Score -761996.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -762016.750000 Penalty: 4378.569824
	Iteration 32Q: 3 clusters Score -762016.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -762035.875000 Penalty: 4378.569824
	Iteration 33Q: 3 clusters Score -762035.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -762051.125000 Penalty: 4378.569824
	Iteration 34Q: 3 clusters Score -762051.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -762067.000000 Penalty: 4378.569824
	Iteration 35Q: 3 clusters Score -762067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -762079.500000 Penalty: 4378.569824
	Iteration 36Q: 3 clusters Score -762079.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -762091.500000 Penalty: 4378.569824
	Iteration 37Q: 3 clusters Score -762091.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -762110.937500 Penalty: 4378.569824
	Iteration 38Q: 3 clusters Score -762110.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -762126.687500 Penalty: 4378.569824
	Iteration 39Q: 3 clusters Score -762126.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -762151.687500 Penalty: 4378.569824
	Iteration 40F: 3 clusters Score -762151.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -762184.437500 Penalty: 4378.569824
	Iteration 41Q: 3 clusters Score -762184.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -762217.312500 Penalty: 4378.569824
	Iteration 42Q: 3 clusters Score -762217.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -762260.875000 Penalty: 4378.569824
	Iteration 43Q: 3 clusters Score -762260.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -762305.250000 Penalty: 4378.569824
	Iteration 44Q: 3 clusters Score -762305.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -762353.187500 Penalty: 4378.569824
	Iteration 45Q: 3 clusters Score -762353.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -762396.437500 Penalty: 4378.569824
	Iteration 46Q: 3 clusters Score -762396.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -762427.250000 Penalty: 4378.569824
	Iteration 47Q: 3 clusters Score -762427.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -762454.375000 Penalty: 4378.569824
	Iteration 48Q: 3 clusters Score -762454.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -762473.125000 Penalty: 4378.569824
	Iteration 49Q: 3 clusters Score -762473.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -762490.062500 Penalty: 4378.569824
	Iteration 50Q: 3 clusters Score -762490.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -762508.000000 Penalty: 4378.569824
	Iteration 51Q: 3 clusters Score -762508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -762526.625000 Penalty: 4378.569824
	Iteration 52Q: 3 clusters Score -762526.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -762534.125000 Penalty: 4378.569824
	Iteration 53Q: 3 clusters Score -762534.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -762548.000000 Penalty: 4378.569824
	Iteration 54Q: 3 clusters Score -762548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -762558.937500 Penalty: 4378.569824
	Iteration 55Q: 3 clusters Score -762558.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -762568.562500 Penalty: 4378.569824
	Iteration 56Q: 3 clusters Score -762568.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -762579.375000 Penalty: 4378.569824
	Iteration 57Q: 3 clusters Score -762579.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -762590.250000 Penalty: 4378.569824
	Iteration 58Q: 3 clusters Score -762590.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -762596.062500 Penalty: 4378.569824
	Iteration 59Q: 3 clusters Score -762596.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -762602.812500 Penalty: 4378.569824
	Iteration 60F: 3 clusters Score -762602.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -762607.687500 Penalty: 4378.569824
	Iteration 61Q: 3 clusters Score -762607.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -762609.625000 Penalty: 4378.569824
	Iteration 62Q: 3 clusters Score -762609.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -762611.687500 Penalty: 4378.569824
	Iteration 63Q: 3 clusters Score -762611.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -762611.375000 Penalty: 4378.569824
	Iteration 64Q: 3 clusters Score -762611.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -762612.687500 Penalty: 4378.569824
	Iteration 65Q: 3 clusters Score -762612.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -762611.750000 Penalty: 4378.569824
	Iteration 66Q: 3 clusters Score -762611.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -762614.437500 Penalty: 4378.569824
	Iteration 67Q: 3 clusters Score -762614.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -762614.312500 Penalty: 4378.569824
	Iteration 68Q: 3 clusters Score -762614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -762615.562500 Penalty: 4378.569824
	Iteration 69Q: 3 clusters Score -762615.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -762615.562500 Penalty: 4378.569824
	Iteration 70F: 3 clusters Score -762615.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -80394.492188 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -80394.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78740.992188 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -78740.99 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79251.242188 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -79251.24 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79691.773438 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -79691.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -79944.179688 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -79944.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -80006.562500 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -80006.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -80039.890625 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -80039.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -80076.632812 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -80076.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -80090.031250 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -80090.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -80096.093750 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -80096.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -80101.835938 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -80101.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -80113.953125 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -80113.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -80119.148438 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -80119.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -80120.750000 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -80120.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -80126.976562 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -80126.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -80135.898438 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -80135.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -80143.328125 Penalty: 3274.210205
	Iteration 15Q: 3 clusters Score -80143.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -80153.515625 Penalty: 3274.210205
	Iteration 16Q: 3 clusters Score -80153.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -80163.250000 Penalty: 3274.210205
	Iteration 17Q: 3 clusters Score -80163.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -80168.179688 Penalty: 3274.210205
	Iteration 18Q: 3 clusters Score -80168.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -80174.687500 Penalty: 3274.210205
	Iteration 19Q: 3 clusters Score -80174.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -80174.687500 Penalty: 3274.210205
	Iteration 20F: 3 clusters Score -80174.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 13600 members 
Mstep: Class 3 contains 1304 members 
Mstep: Class 4 contains 5261 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274820 members 
Mstep: Class 8 contains 15123 members 
Mstep: Class 9 contains 27971 members 
Mstep: Class 10 contains 162256 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 14564 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57374 members 
Mstep: Class 15 contains 41649 members 
Mstep: Class 16 contains 12590 members 
Mstep: Class 17 contains 6544 members 
Mstep: Class 18 contains 29131 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6821 members 
Mstep: Class 22 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833080.000000 Penalty: 76903.515625
Iteration 119Q: 24 clusters Score -9.083308e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 13613 members 
Mstep: Class 3 contains 1307 members 
Mstep: Class 4 contains 5262 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274916 members 
Mstep: Class 8 contains 15155 members 
Mstep: Class 9 contains 27924 members 
Mstep: Class 10 contains 162178 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 14560 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57365 members 
Mstep: Class 15 contains 41650 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 6533 members 
Mstep: Class 18 contains 29147 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6833 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833240.000000 Penalty: 76903.515625
Iteration 120F: 24 clusters Score -9.083324e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 13629 members 
Mstep: Class 3 contains 1307 members 
Mstep: Class 4 contains 5262 members 
Mstep: Class 5 contains 2248 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 274980 members 
Mstep: Class 8 contains 15179 members 
Mstep: Class 9 contains 27897 members 
Mstep: Class 10 contains 162109 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 14561 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57355 members 
Mstep: Class 15 contains 41651 members 
Mstep: Class 16 contains 12573 members 
Mstep: Class 17 contains 6520 members 
Mstep: Class 18 contains 29131 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6842 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833232.000000 Penalty: 76903.515625
Iteration 121Q: 24 clusters Score -9.083323e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 13639 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 5263 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275075 members 
Mstep: Class 8 contains 15219 members 
Mstep: Class 9 contains 27851 members 
Mstep: Class 10 contains 162037 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 14558 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57337 members 
Mstep: Class 15 contains 41648 members 
Mstep: Class 16 contains 12567 members 
Mstep: Class 17 contains 6504 members 
Mstep: Class 18 contains 29126 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833112.000000 Penalty: 76903.515625
Iteration 122Q: 24 clusters Score -9.083311e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 13649 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5263 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275171 members 
Mstep: Class 8 contains 15251 members 
Mstep: Class 9 contains 27817 members 
Mstep: Class 10 contains 161963 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 14555 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57314 members 
Mstep: Class 15 contains 41646 members 
Mstep: Class 16 contains 12563 members 
Mstep: Class 17 contains 6489 members 
Mstep: Class 18 contains 29128 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6855 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833072.000000 Penalty: 76903.515625
Iteration 123Q: 24 clusters Score -9.083307e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 13657 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5263 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275272 members 
Mstep: Class 8 contains 15279 members 
Mstep: Class 9 contains 27790 members 
Mstep: Class 10 contains 161891 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 14553 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57295 members 
Mstep: Class 15 contains 41641 members 
Mstep: Class 16 contains 12558 members 
Mstep: Class 17 contains 6476 members 
Mstep: Class 18 contains 29124 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6861 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833112.000000 Penalty: 76903.515625
Iteration 124Q: 24 clusters Score -9.083311e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 13660 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5263 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275365 members 
Mstep: Class 8 contains 15302 members 
Mstep: Class 9 contains 27766 members 
Mstep: Class 10 contains 161825 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 14548 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57275 members 
Mstep: Class 15 contains 41641 members 
Mstep: Class 16 contains 12555 members 
Mstep: Class 17 contains 6468 members 
Mstep: Class 18 contains 29122 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6865 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833080.000000 Penalty: 76903.515625
Iteration 125Q: 24 clusters Score -9.083308e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 13667 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 5264 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275448 members 
Mstep: Class 8 contains 15323 members 
Mstep: Class 9 contains 27749 members 
Mstep: Class 10 contains 161739 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 14549 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57268 members 
Mstep: Class 15 contains 41639 members 
Mstep: Class 16 contains 12549 members 
Mstep: Class 17 contains 6460 members 
Mstep: Class 18 contains 29122 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6867 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833048.000000 Penalty: 76903.515625
Iteration 126Q: 24 clusters Score -9.083305e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 13678 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275522 members 
Mstep: Class 8 contains 15342 members 
Mstep: Class 9 contains 27727 members 
Mstep: Class 10 contains 161671 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 14545 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57268 members 
Mstep: Class 15 contains 41638 members 
Mstep: Class 16 contains 12536 members 
Mstep: Class 17 contains 6445 members 
Mstep: Class 18 contains 29124 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832912.000000 Penalty: 76903.515625
Iteration 127Q: 24 clusters Score -9.083291e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5266 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275588 members 
Mstep: Class 8 contains 15356 members 
Mstep: Class 9 contains 27705 members 
Mstep: Class 10 contains 161612 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 14541 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57257 members 
Mstep: Class 15 contains 41636 members 
Mstep: Class 16 contains 12526 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 29124 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6882 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833008.000000 Penalty: 76903.515625
Iteration 128Q: 24 clusters Score -9.083301e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 13704 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275636 members 
Mstep: Class 8 contains 15380 members 
Mstep: Class 9 contains 27683 members 
Mstep: Class 10 contains 161566 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 14537 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57252 members 
Mstep: Class 15 contains 41633 members 
Mstep: Class 16 contains 12515 members 
Mstep: Class 17 contains 6436 members 
Mstep: Class 18 contains 29129 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6884 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833008.000000 Penalty: 76903.515625
Iteration 129Q: 24 clusters Score -9.083301e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 13707 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5266 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275692 members 
Mstep: Class 8 contains 15411 members 
Mstep: Class 9 contains 27658 members 
Mstep: Class 10 contains 161518 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 14530 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57239 members 
Mstep: Class 15 contains 41634 members 
Mstep: Class 16 contains 12507 members 
Mstep: Class 17 contains 6435 members 
Mstep: Class 18 contains 29135 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6885 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833000.000000 Penalty: 76903.515625
Iteration 130Q: 24 clusters Score -9.0833e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 13711 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5267 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275743 members 
Mstep: Class 8 contains 15443 members 
Mstep: Class 9 contains 27627 members 
Mstep: Class 10 contains 161470 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 14526 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57232 members 
Mstep: Class 15 contains 41634 members 
Mstep: Class 16 contains 12507 members 
Mstep: Class 17 contains 6435 members 
Mstep: Class 18 contains 29136 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833096.000000 Penalty: 76903.515625
Iteration 131Q: 24 clusters Score -9.08331e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 13715 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275786 members 
Mstep: Class 8 contains 15475 members 
Mstep: Class 9 contains 27594 members 
Mstep: Class 10 contains 161432 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 14526 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57223 members 
Mstep: Class 15 contains 41632 members 
Mstep: Class 16 contains 12501 members 
Mstep: Class 17 contains 6435 members 
Mstep: Class 18 contains 29136 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6895 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833120.000000 Penalty: 76903.515625
Iteration 132Q: 24 clusters Score -9.083312e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 13718 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5269 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275822 members 
Mstep: Class 8 contains 15501 members 
Mstep: Class 9 contains 27568 members 
Mstep: Class 10 contains 161395 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 14527 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57215 members 
Mstep: Class 15 contains 41631 members 
Mstep: Class 16 contains 12492 members 
Mstep: Class 17 contains 6435 members 
Mstep: Class 18 contains 29141 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6902 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833120.000000 Penalty: 76903.515625
Iteration 133Q: 24 clusters Score -9.083312e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 13721 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5269 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275852 members 
Mstep: Class 8 contains 15523 members 
Mstep: Class 9 contains 27542 members 
Mstep: Class 10 contains 161371 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 14528 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57201 members 
Mstep: Class 15 contains 41630 members 
Mstep: Class 16 contains 12485 members 
Mstep: Class 17 contains 6435 members 
Mstep: Class 18 contains 29144 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6915 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833160.000000 Penalty: 76903.515625
Iteration 134Q: 24 clusters Score -9.083316e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 13726 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275871 members 
Mstep: Class 8 contains 15543 members 
Mstep: Class 9 contains 27531 members 
Mstep: Class 10 contains 161343 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 14528 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57196 members 
Mstep: Class 15 contains 41627 members 
Mstep: Class 16 contains 12479 members 
Mstep: Class 17 contains 6435 members 
Mstep: Class 18 contains 29145 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6922 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833208.000000 Penalty: 76903.515625
Iteration 135Q: 24 clusters Score -9.083321e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 13731 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5266 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275896 members 
Mstep: Class 8 contains 15561 members 
Mstep: Class 9 contains 27517 members 
Mstep: Class 10 contains 161316 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 14528 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57185 members 
Mstep: Class 15 contains 41626 members 
Mstep: Class 16 contains 12475 members 
Mstep: Class 17 contains 6435 members 
Mstep: Class 18 contains 29156 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6925 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833208.000000 Penalty: 76903.515625
Iteration 136Q: 24 clusters Score -9.083321e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 13736 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5266 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275908 members 
Mstep: Class 8 contains 15582 members 
Mstep: Class 9 contains 27498 members 
Mstep: Class 10 contains 161292 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 14528 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57180 members 
Mstep: Class 15 contains 41626 members 
Mstep: Class 16 contains 12470 members 
Mstep: Class 17 contains 6435 members 
Mstep: Class 18 contains 29166 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6928 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833296.000000 Penalty: 76903.515625
Iteration 137Q: 24 clusters Score -9.08333e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 13737 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5266 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275926 members 
Mstep: Class 8 contains 15601 members 
Mstep: Class 9 contains 27486 members 
Mstep: Class 10 contains 161263 members 
Mstep: Class 11 contains 437 members 
Mstep: Class 12 contains 14527 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57175 members 
Mstep: Class 15 contains 41627 members 
Mstep: Class 16 contains 12467 members 
Mstep: Class 17 contains 6435 members 
Mstep: Class 18 contains 29169 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6930 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833320.000000 Penalty: 76903.515625
Iteration 138Q: 24 clusters Score -9.083332e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 13741 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5267 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275953 members 
Mstep: Class 8 contains 15612 members 
Mstep: Class 9 contains 27483 members 
Mstep: Class 10 contains 161223 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14527 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57168 members 
Mstep: Class 15 contains 41629 members 
Mstep: Class 16 contains 12467 members 
Mstep: Class 17 contains 6434 members 
Mstep: Class 18 contains 29169 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6932 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833312.000000 Penalty: 76903.515625
Iteration 139Q: 24 clusters Score -9.083331e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 13746 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275970 members 
Mstep: Class 8 contains 15622 members 
Mstep: Class 9 contains 27471 members 
Mstep: Class 10 contains 161197 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14530 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57163 members 
Mstep: Class 15 contains 41633 members 
Mstep: Class 16 contains 12466 members 
Mstep: Class 17 contains 6432 members 
Mstep: Class 18 contains 29168 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6937 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833344.000000 Penalty: 76903.515625
Iteration 140F: 24 clusters Score -9.083334e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 13750 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 275992 members 
Mstep: Class 8 contains 15632 members 
Mstep: Class 9 contains 27459 members 
Mstep: Class 10 contains 161170 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14530 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57161 members 
Mstep: Class 15 contains 41635 members 
Mstep: Class 16 contains 12467 members 
Mstep: Class 17 contains 6427 members 
Mstep: Class 18 contains 29168 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6940 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833384.000000 Penalty: 76903.515625
Iteration 141Q: 24 clusters Score -9.083338e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 13750 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276023 members 
Mstep: Class 8 contains 15645 members 
Mstep: Class 9 contains 27449 members 
Mstep: Class 10 contains 161141 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14529 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57154 members 
Mstep: Class 15 contains 41636 members 
Mstep: Class 16 contains 12467 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 29170 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6940 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833408.000000 Penalty: 76903.515625
Iteration 142Q: 24 clusters Score -9.083341e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 13749 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276046 members 
Mstep: Class 8 contains 15661 members 
Mstep: Class 9 contains 27443 members 
Mstep: Class 10 contains 161118 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14529 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57149 members 
Mstep: Class 15 contains 41634 members 
Mstep: Class 16 contains 12465 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 29169 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6940 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833496.000000 Penalty: 76903.515625
Iteration 143Q: 24 clusters Score -9.08335e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 13750 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276070 members 
Mstep: Class 8 contains 15680 members 
Mstep: Class 9 contains 27431 members 
Mstep: Class 10 contains 161090 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14529 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57145 members 
Mstep: Class 15 contains 41636 members 
Mstep: Class 16 contains 12463 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 29167 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6941 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833416.000000 Penalty: 76903.515625
Iteration 144Q: 24 clusters Score -9.083342e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 13751 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276111 members 
Mstep: Class 8 contains 15700 members 
Mstep: Class 9 contains 27410 members 
Mstep: Class 10 contains 161056 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14528 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57137 members 
Mstep: Class 15 contains 41634 members 
Mstep: Class 16 contains 12461 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 29169 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6946 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833360.000000 Penalty: 76903.515625
Iteration 145Q: 24 clusters Score -9.083336e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 13757 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276142 members 
Mstep: Class 8 contains 15724 members 
Mstep: Class 9 contains 27386 members 
Mstep: Class 10 contains 161018 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14527 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57132 members 
Mstep: Class 15 contains 41635 members 
Mstep: Class 16 contains 12460 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 29173 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6949 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833368.000000 Penalty: 76903.515625
Iteration 146Q: 24 clusters Score -9.083337e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 13762 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276178 members 
Mstep: Class 8 contains 15742 members 
Mstep: Class 9 contains 27371 members 
Mstep: Class 10 contains 160972 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14524 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57130 members 
Mstep: Class 15 contains 41637 members 
Mstep: Class 16 contains 12459 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 29175 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6951 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833280.000000 Penalty: 76903.515625
Iteration 147Q: 24 clusters Score -9.083328e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 13765 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5267 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276217 members 
Mstep: Class 8 contains 15761 members 
Mstep: Class 9 contains 27356 members 
Mstep: Class 10 contains 160922 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14523 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57126 members 
Mstep: Class 15 contains 41638 members 
Mstep: Class 16 contains 12458 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 29177 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6955 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833208.000000 Penalty: 76903.515625
Iteration 148Q: 24 clusters Score -9.083321e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 13765 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5267 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276257 members 
Mstep: Class 8 contains 15780 members 
Mstep: Class 9 contains 27337 members 
Mstep: Class 10 contains 160874 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14521 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57125 members 
Mstep: Class 15 contains 41642 members 
Mstep: Class 16 contains 12458 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 29178 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6957 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833176.000000 Penalty: 76903.515625
Iteration 149Q: 24 clusters Score -9.083318e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 13763 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5267 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276286 members 
Mstep: Class 8 contains 15787 members 
Mstep: Class 9 contains 27333 members 
Mstep: Class 10 contains 160846 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14515 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57124 members 
Mstep: Class 15 contains 41644 members 
Mstep: Class 16 contains 12457 members 
Mstep: Class 17 contains 6426 members 
Mstep: Class 18 contains 29178 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6960 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833240.000000 Penalty: 76903.515625
Iteration 150Q: 24 clusters Score -9.083324e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 13762 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5267 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276311 members 
Mstep: Class 8 contains 15799 members 
Mstep: Class 9 contains 27319 members 
Mstep: Class 10 contains 160822 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14513 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57121 members 
Mstep: Class 15 contains 41644 members 
Mstep: Class 16 contains 12455 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 29182 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6964 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833312.000000 Penalty: 76903.515625
Iteration 151Q: 24 clusters Score -9.083331e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 13763 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5267 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276328 members 
Mstep: Class 8 contains 15807 members 
Mstep: Class 9 contains 27307 members 
Mstep: Class 10 contains 160806 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14512 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57117 members 
Mstep: Class 15 contains 41643 members 
Mstep: Class 16 contains 12455 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 29185 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6967 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833336.000000 Penalty: 76903.515625
Iteration 152Q: 24 clusters Score -9.083334e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 13765 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5267 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276342 members 
Mstep: Class 8 contains 15819 members 
Mstep: Class 9 contains 27296 members 
Mstep: Class 10 contains 160793 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14513 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57112 members 
Mstep: Class 15 contains 41648 members 
Mstep: Class 16 contains 12454 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 29182 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6967 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833336.000000 Penalty: 76903.515625
Iteration 153Q: 24 clusters Score -9.083334e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 13767 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276358 members 
Mstep: Class 8 contains 15827 members 
Mstep: Class 9 contains 27287 members 
Mstep: Class 10 contains 160777 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14513 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57107 members 
Mstep: Class 15 contains 41650 members 
Mstep: Class 16 contains 12452 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 29180 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6969 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833440.000000 Penalty: 76903.515625
Iteration 154Q: 24 clusters Score -9.083344e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 13770 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276383 members 
Mstep: Class 8 contains 15835 members 
Mstep: Class 9 contains 27277 members 
Mstep: Class 10 contains 160758 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14509 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57103 members 
Mstep: Class 15 contains 41652 members 
Mstep: Class 16 contains 12453 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 29177 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6972 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833432.000000 Penalty: 76903.515625
Iteration 155Q: 24 clusters Score -9.083343e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 13774 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276408 members 
Mstep: Class 8 contains 15845 members 
Mstep: Class 9 contains 27268 members 
Mstep: Class 10 contains 160738 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14506 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57098 members 
Mstep: Class 15 contains 41650 members 
Mstep: Class 16 contains 12452 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 29179 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6975 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833352.000000 Penalty: 76903.515625
Iteration 156Q: 24 clusters Score -9.083335e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 13774 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276431 members 
Mstep: Class 8 contains 15853 members 
Mstep: Class 9 contains 27261 members 
Mstep: Class 10 contains 160720 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14504 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57094 members 
Mstep: Class 15 contains 41648 members 
Mstep: Class 16 contains 12451 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 29177 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6979 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833352.000000 Penalty: 76903.515625
Iteration 157Q: 24 clusters Score -9.083335e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 13774 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5267 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276443 members 
Mstep: Class 8 contains 15864 members 
Mstep: Class 9 contains 27246 members 
Mstep: Class 10 contains 160710 members 
Mstep: Class 11 contains 438 members 
Mstep: Class 12 contains 14503 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57090 members 
Mstep: Class 15 contains 41646 members 
Mstep: Class 16 contains 12453 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 29178 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6983 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833304.000000 Penalty: 76903.515625
Iteration 158Q: 24 clusters Score -9.08333e+07 nChanged 68
Entering ConstructFrom: 
Score: -90833304.000000 Penalty: 76903.515625
Entering ConstructFrom: 
Trying to split cluster 1 (39556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Entering Unmasked Estep 
Score: -5069863.500000 Penalty: 2625.197266
	Iteration 0F: 2 clusters Score -5069864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -5042986.000000 Penalty: 5250.394531
	Iteration 0F: 3 clusters Score -5042986 nChanged 18168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -5053029.500000 Penalty: 5250.394531
	Iteration 1F: 3 clusters Score -5053030 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -5053623.000000 Penalty: 5250.394531
	Iteration 2Q: 3 clusters Score -5053623 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -5054190.500000 Penalty: 5250.394531
	Iteration 3Q: 3 clusters Score -5054190 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -5054817.500000 Penalty: 5250.394531
	Iteration 4Q: 3 clusters Score -5054818 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -5055541.000000 Penalty: 5250.394531
	Iteration 5Q: 3 clusters Score -5055541 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -5056392.000000 Penalty: 5250.394531
	Iteration 6Q: 3 clusters Score -5056392 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -5057602.000000 Penalty: 5250.394531
	Iteration 7Q: 3 clusters Score -5057602 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -5059109.000000 Penalty: 5250.394531
	Iteration 8F: 3 clusters Score -5059109 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -5060830.000000 Penalty: 5250.394531
	Iteration 9F: 3 clusters Score -5060830 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -5062578.000000 Penalty: 5250.394531
	Iteration 10F: 3 clusters Score -5062578 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -5063971.500000 Penalty: 5250.394531
	Iteration 11Q: 3 clusters Score -5063972 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -5064938.000000 Penalty: 5250.394531
	Iteration 12Q: 3 clusters Score -5064938 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -5065629.000000 Penalty: 5250.394531
	Iteration 13Q: 3 clusters Score -5065629 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -5066174.500000 Penalty: 5250.394531
	Iteration 14Q: 3 clusters Score -5066174 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -5066601.500000 Penalty: 5250.394531
	Iteration 15Q: 3 clusters Score -5066602 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -5066936.000000 Penalty: 5250.394531
	Iteration 16Q: 3 clusters Score -5066936 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -5067181.500000 Penalty: 5250.394531
	Iteration 17Q: 3 clusters Score -5067182 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -5067374.500000 Penalty: 5250.394531
	Iteration 18Q: 3 clusters Score -5067374 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -5067506.500000 Penalty: 5250.394531
	Iteration 19Q: 3 clusters Score -5067506 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -5067622.000000 Penalty: 5250.394531
	Iteration 20F: 3 clusters Score -5067622 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -5067708.500000 Penalty: 5250.394531
	Iteration 21Q: 3 clusters Score -5067708 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -5067796.000000 Penalty: 5250.394531
	Iteration 22Q: 3 clusters Score -5067796 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -5067852.500000 Penalty: 5250.394531
	Iteration 23Q: 3 clusters Score -5067852 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -5067922.000000 Penalty: 5250.394531
	Iteration 24Q: 3 clusters Score -5067922 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -5067964.500000 Penalty: 5250.394531
	Iteration 25Q: 3 clusters Score -5067964 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -5067992.500000 Penalty: 5250.394531
	Iteration 26Q: 3 clusters Score -5067992 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -5068012.000000 Penalty: 5250.394531
	Iteration 27Q: 3 clusters Score -5068012 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -5068041.000000 Penalty: 5250.394531
	Iteration 28Q: 3 clusters Score -5068041 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -5068051.500000 Penalty: 5250.394531
	Iteration 29Q: 3 clusters Score -5068052 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -5068072.500000 Penalty: 5250.394531
	Iteration 30Q: 3 clusters Score -5068072 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -5068100.500000 Penalty: 5250.394531
	Iteration 31Q: 3 clusters Score -5068100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -5068111.500000 Penalty: 5250.394531
	Iteration 32Q: 3 clusters Score -5068112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -5068118.500000 Penalty: 5250.394531
	Iteration 33Q: 3 clusters Score -5068118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -5068130.500000 Penalty: 5250.394531
	Iteration 34Q: 3 clusters Score -5068130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -5068137.500000 Penalty: 5250.394531
	Iteration 35Q: 3 clusters Score -5068138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -5068135.500000 Penalty: 5250.394531
	Iteration 36Q: 3 clusters Score -5068136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -5068142.500000 Penalty: 5250.394531
	Iteration 37Q: 3 clusters Score -5068142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -5068160.000000 Penalty: 5250.394531
	Iteration 38Q: 3 clusters Score -5068160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -5068149.500000 Penalty: 5250.394531
	Iteration 39Q: 3 clusters Score -5068150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5068157.000000 Penalty: 5250.394531
	Iteration 40F: 3 clusters Score -5068157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -5068173.500000 Penalty: 5250.394531
	Iteration 41Q: 3 clusters Score -5068174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -5068172.000000 Penalty: 5250.394531
	Iteration 42Q: 3 clusters Score -5068172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5068174.500000 Penalty: 5250.394531
	Iteration 43Q: 3 clusters Score -5068174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -5068176.000000 Penalty: 5250.394531
	Iteration 44Q: 3 clusters Score -5068176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5068182.000000 Penalty: 5250.394531
	Iteration 45Q: 3 clusters Score -5068182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -5068188.000000 Penalty: 5250.394531
	Iteration 46Q: 3 clusters Score -5068188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -5068190.500000 Penalty: 5250.394531
	Iteration 47Q: 3 clusters Score -5068190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -5068183.500000 Penalty: 5250.394531
	Iteration 48Q: 3 clusters Score -5068184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -5068181.000000 Penalty: 5250.394531
	Iteration 49Q: 3 clusters Score -5068181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5068186.500000 Penalty: 5250.394531
	Iteration 50Q: 3 clusters Score -5068186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5068192.000000 Penalty: 5250.394531
	Iteration 51Q: 3 clusters Score -5068192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -5068194.000000 Penalty: 5250.394531
	Iteration 52Q: 3 clusters Score -5068194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -5068196.000000 Penalty: 5250.394531
	Iteration 53Q: 3 clusters Score -5068196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -5068205.500000 Penalty: 5250.394531
	Iteration 54Q: 3 clusters Score -5068206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5068214.500000 Penalty: 5250.394531
	Iteration 55Q: 3 clusters Score -5068214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -5068218.500000 Penalty: 5250.394531
	Iteration 56Q: 3 clusters Score -5068218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -5068221.500000 Penalty: 5250.394531
	Iteration 57Q: 3 clusters Score -5068222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -5068224.500000 Penalty: 5250.394531
	Iteration 58Q: 3 clusters Score -5068224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5068225.500000 Penalty: 5250.394531
	Iteration 59Q: 3 clusters Score -5068226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5068231.500000 Penalty: 5250.394531
	Iteration 60F: 3 clusters Score -5068232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -5068229.000000 Penalty: 5250.394531
	Iteration 61Q: 3 clusters Score -5068229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -5068228.000000 Penalty: 5250.394531
	Iteration 62Q: 3 clusters Score -5068228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5068230.000000 Penalty: 5250.394531
	Iteration 63Q: 3 clusters Score -5068230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5068234.000000 Penalty: 5250.394531
	Iteration 64Q: 3 clusters Score -5068234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5068236.500000 Penalty: 5250.394531
	Iteration 65Q: 3 clusters Score -5068236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5068238.000000 Penalty: 5250.394531
	Iteration 66Q: 3 clusters Score -5068238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5068241.000000 Penalty: 5250.394531
	Iteration 67Q: 3 clusters Score -5068241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5068250.500000 Penalty: 5250.394531
	Iteration 68Q: 3 clusters Score -5068250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5068252.000000 Penalty: 5250.394531
	Iteration 69Q: 3 clusters Score -5068252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5068257.500000 Penalty: 5250.394531
	Iteration 70Q: 3 clusters Score -5068258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -5068259.500000 Penalty: 5250.394531
	Iteration 71Q: 3 clusters Score -5068260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5068262.500000 Penalty: 5250.394531
	Iteration 72Q: 3 clusters Score -5068262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -5068255.500000 Penalty: 5250.394531
	Iteration 73Q: 3 clusters Score -5068256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5068258.000000 Penalty: 5250.394531
	Iteration 74Q: 3 clusters Score -5068258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5068262.500000 Penalty: 5250.394531
	Iteration 75Q: 3 clusters Score -5068262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5068264.000000 Penalty: 5250.394531
	Iteration 76Q: 3 clusters Score -5068264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5068263.500000 Penalty: 5250.394531
	Iteration 77Q: 3 clusters Score -5068264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -5068258.000000 Penalty: 5250.394531
	Iteration 78Q: 3 clusters Score -5068258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -5068259.000000 Penalty: 5250.394531
	Iteration 79Q: 3 clusters Score -5068259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -5068259.000000 Penalty: 5250.394531
	Iteration 80F: 3 clusters Score -5068259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Entering Unmasked Estep 
Score: -1823285.625000 Penalty: 2363.573242
	Iteration 0F: 2 clusters Score -1823286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1813186.125000 Penalty: 4727.146484
	Iteration 0F: 3 clusters Score -1813186 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1816425.875000 Penalty: 4727.146484
	Iteration 1F: 3 clusters Score -1816426 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1816744.875000 Penalty: 4727.146484
	Iteration 2F: 3 clusters Score -1816745 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1816994.250000 Penalty: 4727.146484
	Iteration 3Q: 3 clusters Score -1816994 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1817217.750000 Penalty: 4727.146484
	Iteration 4Q: 3 clusters Score -1817218 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1817426.500000 Penalty: 4727.146484
	Iteration 5Q: 3 clusters Score -1817426 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1817627.750000 Penalty: 4727.146484
	Iteration 6Q: 3 clusters Score -1817628 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1817845.625000 Penalty: 4727.146484
	Iteration 7Q: 3 clusters Score -1817846 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1818086.875000 Penalty: 4727.146484
	Iteration 8Q: 3 clusters Score -1818087 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1818420.125000 Penalty: 4727.146484
	Iteration 9Q: 3 clusters Score -1818420 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1818788.750000 Penalty: 4727.146484
	Iteration 10Q: 3 clusters Score -1818789 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1819210.500000 Penalty: 4727.146484
	Iteration 11Q: 3 clusters Score -1819210 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1819659.250000 Penalty: 4727.146484
	Iteration 12Q: 3 clusters Score -1819659 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1820066.250000 Penalty: 4727.146484
	Iteration 13Q: 3 clusters Score -1820066 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1820402.500000 Penalty: 4727.146484
	Iteration 14Q: 3 clusters Score -1820402 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1820692.750000 Penalty: 4727.146484
	Iteration 15Q: 3 clusters Score -1820693 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1820858.000000 Penalty: 4727.146484
	Iteration 16Q: 3 clusters Score -1820858 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1820943.125000 Penalty: 4727.146484
	Iteration 17Q: 3 clusters Score -1820943 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1821019.375000 Penalty: 4727.146484
	Iteration 18Q: 3 clusters Score -1821019 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1821065.750000 Penalty: 4727.146484
	Iteration 19Q: 3 clusters Score -1821066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1821103.000000 Penalty: 4727.146484
	Iteration 20F: 3 clusters Score -1821103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1821135.750000 Penalty: 4727.146484
	Iteration 21Q: 3 clusters Score -1821136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1821154.375000 Penalty: 4727.146484
	Iteration 22Q: 3 clusters Score -1821154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1821162.500000 Penalty: 4727.146484
	Iteration 23Q: 3 clusters Score -1821162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1821168.375000 Penalty: 4727.146484
	Iteration 24Q: 3 clusters Score -1821168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1821169.750000 Penalty: 4727.146484
	Iteration 25Q: 3 clusters Score -1821170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1821174.125000 Penalty: 4727.146484
	Iteration 26Q: 3 clusters Score -1821174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1821179.000000 Penalty: 4727.146484
	Iteration 27Q: 3 clusters Score -1821179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1821180.125000 Penalty: 4727.146484
	Iteration 28Q: 3 clusters Score -1821180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1821182.250000 Penalty: 4727.146484
	Iteration 29Q: 3 clusters Score -1821182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1821184.000000 Penalty: 4727.146484
	Iteration 30Q: 3 clusters Score -1821184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1821187.250000 Penalty: 4727.146484
	Iteration 31Q: 3 clusters Score -1821187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1821192.750000 Penalty: 4727.146484
	Iteration 32Q: 3 clusters Score -1821193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1821191.625000 Penalty: 4727.146484
	Iteration 33Q: 3 clusters Score -1821192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1821191.625000 Penalty: 4727.146484
	Iteration 34F: 3 clusters Score -1821192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -149787.093750 Penalty: 1779.900635
	Iteration 0F: 2 clusters Score -149787.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -147677.375000 Penalty: 3559.801270
	Iteration 0F: 3 clusters Score -147677.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -148193.078125 Penalty: 3559.801270
	Iteration 1F: 3 clusters Score -148193.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -148506.359375 Penalty: 3559.801270
	Iteration 2F: 3 clusters Score -148506.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -148837.046875 Penalty: 3559.801270
	Iteration 3F: 3 clusters Score -148837 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -149044.390625 Penalty: 3559.801270
	Iteration 4F: 3 clusters Score -149044.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -149145.000000 Penalty: 3559.801270
	Iteration 5Q: 3 clusters Score -149145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -149195.265625 Penalty: 3559.801270
	Iteration 6Q: 3 clusters Score -149195.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -149224.406250 Penalty: 3559.801270
	Iteration 7Q: 3 clusters Score -149224.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -149258.156250 Penalty: 3559.801270
	Iteration 8Q: 3 clusters Score -149258.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -149283.812500 Penalty: 3559.801270
	Iteration 9Q: 3 clusters Score -149283.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -149306.250000 Penalty: 3559.801270
	Iteration 10Q: 3 clusters Score -149306.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -149321.328125 Penalty: 3559.801270
	Iteration 11Q: 3 clusters Score -149321.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -149324.328125 Penalty: 3559.801270
	Iteration 12Q: 3 clusters Score -149324.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -149324.671875 Penalty: 3559.801270
	Iteration 13Q: 3 clusters Score -149324.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -149324.671875 Penalty: 3559.801270
	Iteration 14F: 3 clusters Score -149324.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Entering Unmasked Estep 
Score: -690520.812500 Penalty: 2125.212891
	Iteration 0F: 2 clusters Score -690520.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -685763.125000 Penalty: 4250.425781
	Iteration 0F: 3 clusters Score -685763.1 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -686917.625000 Penalty: 4250.425781
	Iteration 1F: 3 clusters Score -686917.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -687112.750000 Penalty: 4250.425781
	Iteration 2F: 3 clusters Score -687112.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -687231.687500 Penalty: 4250.425781
	Iteration 3Q: 3 clusters Score -687231.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -687316.312500 Penalty: 4250.425781
	Iteration 4Q: 3 clusters Score -687316.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -687374.750000 Penalty: 4250.425781
	Iteration 5Q: 3 clusters Score -687374.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -687423.812500 Penalty: 4250.425781
	Iteration 6Q: 3 clusters Score -687423.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -687466.000000 Penalty: 4250.425781
	Iteration 7Q: 3 clusters Score -687466 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -687496.750000 Penalty: 4250.425781
	Iteration 8Q: 3 clusters Score -687496.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -687523.562500 Penalty: 4250.425781
	Iteration 9Q: 3 clusters Score -687523.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -687545.750000 Penalty: 4250.425781
	Iteration 10Q: 3 clusters Score -687545.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -687568.750000 Penalty: 4250.425781
	Iteration 11Q: 3 clusters Score -687568.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -687589.250000 Penalty: 4250.425781
	Iteration 12Q: 3 clusters Score -687589.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -687605.250000 Penalty: 4250.425781
	Iteration 13Q: 3 clusters Score -687605.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -687617.500000 Penalty: 4250.425781
	Iteration 14Q: 3 clusters Score -687617.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -687633.187500 Penalty: 4250.425781
	Iteration 15Q: 3 clusters Score -687633.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -687648.750000 Penalty: 4250.425781
	Iteration 16Q: 3 clusters Score -687648.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -687662.750000 Penalty: 4250.425781
	Iteration 17Q: 3 clusters Score -687662.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -687672.625000 Penalty: 4250.425781
	Iteration 18Q: 3 clusters Score -687672.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -687687.312500 Penalty: 4250.425781
	Iteration 19Q: 3 clusters Score -687687.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -687700.125000 Penalty: 4250.425781
	Iteration 20F: 3 clusters Score -687700.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -687707.312500 Penalty: 4250.425781
	Iteration 21Q: 3 clusters Score -687707.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -687710.812500 Penalty: 4250.425781
	Iteration 22Q: 3 clusters Score -687710.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -687717.062500 Penalty: 4250.425781
	Iteration 23Q: 3 clusters Score -687717.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -687722.437500 Penalty: 4250.425781
	Iteration 24Q: 3 clusters Score -687722.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -687727.312500 Penalty: 4250.425781
	Iteration 25Q: 3 clusters Score -687727.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -687732.187500 Penalty: 4250.425781
	Iteration 26Q: 3 clusters Score -687732.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -687737.812500 Penalty: 4250.425781
	Iteration 27Q: 3 clusters Score -687737.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -687745.625000 Penalty: 4250.425781
	Iteration 28Q: 3 clusters Score -687745.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -687756.375000 Penalty: 4250.425781
	Iteration 29Q: 3 clusters Score -687756.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -687768.875000 Penalty: 4250.425781
	Iteration 30Q: 3 clusters Score -687768.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -687782.125000 Penalty: 4250.425781
	Iteration 31Q: 3 clusters Score -687782.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -687799.875000 Penalty: 4250.425781
	Iteration 32Q: 3 clusters Score -687799.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -687821.500000 Penalty: 4250.425781
	Iteration 33Q: 3 clusters Score -687821.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -687841.187500 Penalty: 4250.425781
	Iteration 34Q: 3 clusters Score -687841.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -687862.250000 Penalty: 4250.425781
	Iteration 35Q: 3 clusters Score -687862.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -687881.125000 Penalty: 4250.425781
	Iteration 36Q: 3 clusters Score -687881.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -687900.875000 Penalty: 4250.425781
	Iteration 37Q: 3 clusters Score -687900.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -687924.687500 Penalty: 4250.425781
	Iteration 38Q: 3 clusters Score -687924.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -687954.937500 Penalty: 4250.425781
	Iteration 39Q: 3 clusters Score -687954.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -687983.750000 Penalty: 4250.425781
	Iteration 40F: 3 clusters Score -687983.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -688009.812500 Penalty: 4250.425781
	Iteration 41Q: 3 clusters Score -688009.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -688036.250000 Penalty: 4250.425781
	Iteration 42Q: 3 clusters Score -688036.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -688063.562500 Penalty: 4250.425781
	Iteration 43Q: 3 clusters Score -688063.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -688087.500000 Penalty: 4250.425781
	Iteration 44Q: 3 clusters Score -688087.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -688114.812500 Penalty: 4250.425781
	Iteration 45Q: 3 clusters Score -688114.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -688151.437500 Penalty: 4250.425781
	Iteration 46Q: 3 clusters Score -688151.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -688185.562500 Penalty: 4250.425781
	Iteration 47Q: 3 clusters Score -688185.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -688216.125000 Penalty: 4250.425781
	Iteration 48Q: 3 clusters Score -688216.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -688246.375000 Penalty: 4250.425781
	Iteration 49Q: 3 clusters Score -688246.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -688274.062500 Penalty: 4250.425781
	Iteration 50Q: 3 clusters Score -688274.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -688303.375000 Penalty: 4250.425781
	Iteration 51Q: 3 clusters Score -688303.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -688338.812500 Penalty: 4250.425781
	Iteration 52Q: 3 clusters Score -688338.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -688370.000000 Penalty: 4250.425781
	Iteration 53Q: 3 clusters Score -688370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -688402.437500 Penalty: 4250.425781
	Iteration 54Q: 3 clusters Score -688402.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -688437.687500 Penalty: 4250.425781
	Iteration 55Q: 3 clusters Score -688437.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -688461.687500 Penalty: 4250.425781
	Iteration 56Q: 3 clusters Score -688461.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -688482.312500 Penalty: 4250.425781
	Iteration 57Q: 3 clusters Score -688482.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -688498.312500 Penalty: 4250.425781
	Iteration 58Q: 3 clusters Score -688498.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -688511.750000 Penalty: 4250.425781
	Iteration 59Q: 3 clusters Score -688511.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -688526.437500 Penalty: 4250.425781
	Iteration 60F: 3 clusters Score -688526.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -688536.000000 Penalty: 4250.425781
	Iteration 61Q: 3 clusters Score -688536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -688542.625000 Penalty: 4250.425781
	Iteration 62Q: 3 clusters Score -688542.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -688557.062500 Penalty: 4250.425781
	Iteration 63Q: 3 clusters Score -688557.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -688566.500000 Penalty: 4250.425781
	Iteration 64Q: 3 clusters Score -688566.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -688572.937500 Penalty: 4250.425781
	Iteration 65Q: 3 clusters Score -688572.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -688580.125000 Penalty: 4250.425781
	Iteration 66Q: 3 clusters Score -688580.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -688585.625000 Penalty: 4250.425781
	Iteration 67Q: 3 clusters Score -688585.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -688593.562500 Penalty: 4250.425781
	Iteration 68Q: 3 clusters Score -688593.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -688601.062500 Penalty: 4250.425781
	Iteration 69Q: 3 clusters Score -688601.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -688606.687500 Penalty: 4250.425781
	Iteration 70Q: 3 clusters Score -688606.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -688613.187500 Penalty: 4250.425781
	Iteration 71Q: 3 clusters Score -688613.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -688613.500000 Penalty: 4250.425781
	Iteration 72Q: 3 clusters Score -688613.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -688617.125000 Penalty: 4250.425781
	Iteration 73Q: 3 clusters Score -688617.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -688621.250000 Penalty: 4250.425781
	Iteration 74Q: 3 clusters Score -688621.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -688622.000000 Penalty: 4250.425781
	Iteration 75Q: 3 clusters Score -688622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -688623.062500 Penalty: 4250.425781
	Iteration 76Q: 3 clusters Score -688623.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -688625.562500 Penalty: 4250.425781
	Iteration 77Q: 3 clusters Score -688625.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -688630.000000 Penalty: 4250.425781
	Iteration 78Q: 3 clusters Score -688630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -688630.875000 Penalty: 4250.425781
	Iteration 79Q: 3 clusters Score -688630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -688631.250000 Penalty: 4250.425781
	Iteration 80F: 3 clusters Score -688631.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -688632.437500 Penalty: 4250.425781
	Iteration 81Q: 3 clusters Score -688632.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -688632.437500 Penalty: 4250.425781
	Iteration 82F: 3 clusters Score -688632.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Entering Unmasked Estep 
Score: -285061.375000 Penalty: 1914.674561
	Iteration 0F: 2 clusters Score -285061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -282300.812500 Penalty: 3829.349121
	Iteration 0F: 3 clusters Score -282300.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -282818.750000 Penalty: 3829.349121
	Iteration 1F: 3 clusters Score -282818.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -282946.375000 Penalty: 3829.349121
	Iteration 2F: 3 clusters Score -282946.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -283007.562500 Penalty: 3829.349121
	Iteration 3Q: 3 clusters Score -283007.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -283050.718750 Penalty: 3829.349121
	Iteration 4Q: 3 clusters Score -283050.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -283084.687500 Penalty: 3829.349121
	Iteration 5Q: 3 clusters Score -283084.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -283112.750000 Penalty: 3829.349121
	Iteration 6Q: 3 clusters Score -283112.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -283130.437500 Penalty: 3829.349121
	Iteration 7Q: 3 clusters Score -283130.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -283145.718750 Penalty: 3829.349121
	Iteration 8Q: 3 clusters Score -283145.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -283159.062500 Penalty: 3829.349121
	Iteration 9Q: 3 clusters Score -283159.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -283173.375000 Penalty: 3829.349121
	Iteration 10Q: 3 clusters Score -283173.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -283184.250000 Penalty: 3829.349121
	Iteration 11Q: 3 clusters Score -283184.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -283190.843750 Penalty: 3829.349121
	Iteration 12Q: 3 clusters Score -283190.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -283197.406250 Penalty: 3829.349121
	Iteration 13Q: 3 clusters Score -283197.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -283201.437500 Penalty: 3829.349121
	Iteration 14Q: 3 clusters Score -283201.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -283206.031250 Penalty: 3829.349121
	Iteration 15Q: 3 clusters Score -283206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -283214.437500 Penalty: 3829.349121
	Iteration 16Q: 3 clusters Score -283214.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -283217.531250 Penalty: 3829.349121
	Iteration 17Q: 3 clusters Score -283217.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -283220.343750 Penalty: 3829.349121
	Iteration 18Q: 3 clusters Score -283220.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -283226.593750 Penalty: 3829.349121
	Iteration 19Q: 3 clusters Score -283226.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -283232.000000 Penalty: 3829.349121
	Iteration 20F: 3 clusters Score -283232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -283238.250000 Penalty: 3829.349121
	Iteration 21Q: 3 clusters Score -283238.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -283245.062500 Penalty: 3829.349121
	Iteration 22Q: 3 clusters Score -283245.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -283251.468750 Penalty: 3829.349121
	Iteration 23Q: 3 clusters Score -283251.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -283252.812500 Penalty: 3829.349121
	Iteration 24Q: 3 clusters Score -283252.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -283253.718750 Penalty: 3829.349121
	Iteration 25Q: 3 clusters Score -283253.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -283254.843750 Penalty: 3829.349121
	Iteration 26Q: 3 clusters Score -283254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -283256.125000 Penalty: 3829.349121
	Iteration 27Q: 3 clusters Score -283256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -283257.687500 Penalty: 3829.349121
	Iteration 28Q: 3 clusters Score -283257.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -283258.687500 Penalty: 3829.349121
	Iteration 29Q: 3 clusters Score -283258.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -283261.625000 Penalty: 3829.349121
	Iteration 30Q: 3 clusters Score -283261.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -283263.812500 Penalty: 3829.349121
	Iteration 31Q: 3 clusters Score -283263.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -283266.562500 Penalty: 3829.349121
	Iteration 32Q: 3 clusters Score -283266.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -283272.093750 Penalty: 3829.349121
	Iteration 33Q: 3 clusters Score -283272.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -283277.531250 Penalty: 3829.349121
	Iteration 34Q: 3 clusters Score -283277.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -283283.781250 Penalty: 3829.349121
	Iteration 35Q: 3 clusters Score -283283.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -283288.687500 Penalty: 3829.349121
	Iteration 36Q: 3 clusters Score -283288.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -283292.593750 Penalty: 3829.349121
	Iteration 37Q: 3 clusters Score -283292.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -283295.687500 Penalty: 3829.349121
	Iteration 38Q: 3 clusters Score -283295.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -283300.187500 Penalty: 3829.349121
	Iteration 39Q: 3 clusters Score -283300.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -283306.093750 Penalty: 3829.349121
	Iteration 40F: 3 clusters Score -283306.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -283313.312500 Penalty: 3829.349121
	Iteration 41Q: 3 clusters Score -283313.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -283317.625000 Penalty: 3829.349121
	Iteration 42Q: 3 clusters Score -283317.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -283319.593750 Penalty: 3829.349121
	Iteration 43Q: 3 clusters Score -283319.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -283322.843750 Penalty: 3829.349121
	Iteration 44Q: 3 clusters Score -283322.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -283323.250000 Penalty: 3829.349121
	Iteration 45Q: 3 clusters Score -283323.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -283323.250000 Penalty: 3829.349121
	Iteration 46F: 3 clusters Score -283323.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -62437.324219 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -62437.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60869.738281 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -60869.74 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61173.335938 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -61173.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61326.355469 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -61326.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61552.300781 Penalty: 3159.470947
	Iteration 3Q: 3 clusters Score -61552.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61932.328125 Penalty: 3159.470947
	Iteration 4Q: 3 clusters Score -61932.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -62045.289062 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -62045.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -62103.804688 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -62103.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62161.101562 Penalty: 3159.470947
	Iteration 7Q: 3 clusters Score -62161.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62196.121094 Penalty: 3159.470947
	Iteration 8Q: 3 clusters Score -62196.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -62225.484375 Penalty: 3159.470947
	Iteration 9Q: 3 clusters Score -62225.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -62258.769531 Penalty: 3159.470947
	Iteration 10Q: 3 clusters Score -62258.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -62282.660156 Penalty: 3159.470947
	Iteration 11Q: 3 clusters Score -62282.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -62300.960938 Penalty: 3159.470947
	Iteration 12Q: 3 clusters Score -62300.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -62306.230469 Penalty: 3159.470947
	Iteration 13Q: 3 clusters Score -62306.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -62309.535156 Penalty: 3159.470947
	Iteration 14Q: 3 clusters Score -62309.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -62315.027344 Penalty: 3159.470947
	Iteration 15Q: 3 clusters Score -62315.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -62319.476562 Penalty: 3159.470947
	Iteration 16Q: 3 clusters Score -62319.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -62322.535156 Penalty: 3159.470947
	Iteration 17Q: 3 clusters Score -62322.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -62322.839844 Penalty: 3159.470947
	Iteration 18F: 3 clusters Score -62322.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -62326.480469 Penalty: 3159.470947
	Iteration 19Q: 3 clusters Score -62326.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62330.351562 Penalty: 3159.470947
	Iteration 20F: 3 clusters Score -62330.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -62339.207031 Penalty: 3159.470947
	Iteration 21Q: 3 clusters Score -62339.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -62341.070312 Penalty: 3159.470947
	Iteration 22Q: 3 clusters Score -62341.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -62346.554688 Penalty: 3159.470947
	Iteration 23Q: 3 clusters Score -62346.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -62348.207031 Penalty: 3159.470947
	Iteration 24Q: 3 clusters Score -62348.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -62351.058594 Penalty: 3159.470947
	Iteration 25Q: 3 clusters Score -62351.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -62355.140625 Penalty: 3159.470947
	Iteration 26Q: 3 clusters Score -62355.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -62355.140625 Penalty: 3159.470947
	Iteration 27F: 3 clusters Score -62355.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (276454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276454 members 
Entering Unmasked Estep 
Score: -35958500.000000 Penalty: 3107.390381
	Iteration 0F: 2 clusters Score -3.59585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138341 members 
Mstep: Class 2 contains 138113 members 
Entering Unmasked Estep 
Score: -35786160.000000 Penalty: 6214.780762
	Iteration 0F: 3 clusters Score -3.578616e+07 nChanged 133983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138440 members 
Mstep: Class 2 contains 138014 members 
Entering Unmasked Estep 
Score: -35865344.000000 Penalty: 6214.780762
	Iteration 1F: 3 clusters Score -3.586534e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138374 members 
Mstep: Class 2 contains 138080 members 
Entering Unmasked Estep 
Score: -35866700.000000 Penalty: 6214.780762
	Iteration 2Q: 3 clusters Score -3.58667e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138258 members 
Mstep: Class 2 contains 138196 members 
Entering Unmasked Estep 
Score: -35868352.000000 Penalty: 6214.780762
	Iteration 3Q: 3 clusters Score -3.586835e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138205 members 
Mstep: Class 2 contains 138249 members 
Entering Unmasked Estep 
Score: -35870296.000000 Penalty: 6214.780762
	Iteration 4Q: 3 clusters Score -3.58703e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138070 members 
Mstep: Class 2 contains 138384 members 
Entering Unmasked Estep 
Score: -35873116.000000 Penalty: 6214.780762
	Iteration 5Q: 3 clusters Score -3.587312e+07 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137997 members 
Mstep: Class 2 contains 138457 members 
Entering Unmasked Estep 
Score: -35877524.000000 Penalty: 6214.780762
	Iteration 6Q: 3 clusters Score -3.587752e+07 nChanged 13208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137805 members 
Mstep: Class 2 contains 138649 members 
Entering Unmasked Estep 
Score: -35884624.000000 Penalty: 6214.780762
	Iteration 7Q: 3 clusters Score -3.588462e+07 nChanged 16051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137808 members 
Mstep: Class 2 contains 138646 members 
Entering Unmasked Estep 
Score: -35896000.000000 Penalty: 6214.780762
	Iteration 8F: 3 clusters Score -3.5896e+07 nChanged 17770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137934 members 
Mstep: Class 2 contains 138520 members 
Entering Unmasked Estep 
Score: -35908672.000000 Penalty: 6214.780762
	Iteration 9F: 3 clusters Score -3.590867e+07 nChanged 15723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138329 members 
Mstep: Class 2 contains 138125 members 
Entering Unmasked Estep 
Score: -35916676.000000 Penalty: 6214.780762
	Iteration 10F: 3 clusters Score -3.591668e+07 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138670 members 
Mstep: Class 2 contains 137784 members 
Entering Unmasked Estep 
Score: -35918928.000000 Penalty: 6214.780762
	Iteration 11Q: 3 clusters Score -3.591893e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138748 members 
Mstep: Class 2 contains 137706 members 
Entering Unmasked Estep 
Score: -35919776.000000 Penalty: 6214.780762
	Iteration 12Q: 3 clusters Score -3.591978e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138667 members 
Mstep: Class 2 contains 137787 members 
Entering Unmasked Estep 
Score: -35920076.000000 Penalty: 6214.780762
	Iteration 13Q: 3 clusters Score -3.592008e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138459 members 
Mstep: Class 2 contains 137995 members 
Entering Unmasked Estep 
Score: -35920376.000000 Penalty: 6214.780762
	Iteration 14Q: 3 clusters Score -3.592038e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138250 members 
Mstep: Class 2 contains 138204 members 
Entering Unmasked Estep 
Score: -35920536.000000 Penalty: 6214.780762
	Iteration 15Q: 3 clusters Score -3.592054e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137947 members 
Mstep: Class 2 contains 138507 members 
Entering Unmasked Estep 
Score: -35920600.000000 Penalty: 6214.780762
	Iteration 16Q: 3 clusters Score -3.59206e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137624 members 
Mstep: Class 2 contains 138830 members 
Entering Unmasked Estep 
Score: -35920892.000000 Penalty: 6214.780762
	Iteration 17Q: 3 clusters Score -3.592089e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137311 members 
Mstep: Class 2 contains 139143 members 
Entering Unmasked Estep 
Score: -35921076.000000 Penalty: 6214.780762
	Iteration 18Q: 3 clusters Score -3.592108e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136950 members 
Mstep: Class 2 contains 139504 members 
Entering Unmasked Estep 
Score: -35921252.000000 Penalty: 6214.780762
	Iteration 19Q: 3 clusters Score -3.592125e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136539 members 
Mstep: Class 2 contains 139915 members 
Entering Unmasked Estep 
Score: -35921592.000000 Penalty: 6214.780762
	Iteration 20F: 3 clusters Score -3.592159e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136011 members 
Mstep: Class 2 contains 140443 members 
Entering Unmasked Estep 
Score: -35921708.000000 Penalty: 6214.780762
	Iteration 21Q: 3 clusters Score -3.592171e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135446 members 
Mstep: Class 2 contains 141008 members 
Entering Unmasked Estep 
Score: -35921924.000000 Penalty: 6214.780762
	Iteration 22Q: 3 clusters Score -3.592192e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134781 members 
Mstep: Class 2 contains 141673 members 
Entering Unmasked Estep 
Score: -35922172.000000 Penalty: 6214.780762
	Iteration 23Q: 3 clusters Score -3.592217e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134008 members 
Mstep: Class 2 contains 142446 members 
Entering Unmasked Estep 
Score: -35922384.000000 Penalty: 6214.780762
	Iteration 24Q: 3 clusters Score -3.592238e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133078 members 
Mstep: Class 2 contains 143376 members 
Entering Unmasked Estep 
Score: -35922504.000000 Penalty: 6214.780762
	Iteration 25Q: 3 clusters Score -3.59225e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131951 members 
Mstep: Class 2 contains 144503 members 
Entering Unmasked Estep 
Score: -35922768.000000 Penalty: 6214.780762
	Iteration 26Q: 3 clusters Score -3.592277e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130652 members 
Mstep: Class 2 contains 145802 members 
Entering Unmasked Estep 
Score: -35923260.000000 Penalty: 6214.780762
	Iteration 27Q: 3 clusters Score -3.592326e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129066 members 
Mstep: Class 2 contains 147388 members 
Entering Unmasked Estep 
Score: -35923832.000000 Penalty: 6214.780762
	Iteration 28Q: 3 clusters Score -3.592383e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127241 members 
Mstep: Class 2 contains 149213 members 
Entering Unmasked Estep 
Score: -35924184.000000 Penalty: 6214.780762
	Iteration 29Q: 3 clusters Score -3.592418e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125242 members 
Mstep: Class 2 contains 151212 members 
Entering Unmasked Estep 
Score: -35924548.000000 Penalty: 6214.780762
	Iteration 30Q: 3 clusters Score -3.592455e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122998 members 
Mstep: Class 2 contains 153456 members 
Entering Unmasked Estep 
Score: -35925084.000000 Penalty: 6214.780762
	Iteration 31Q: 3 clusters Score -3.592508e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120535 members 
Mstep: Class 2 contains 155919 members 
Entering Unmasked Estep 
Score: -35925488.000000 Penalty: 6214.780762
	Iteration 32Q: 3 clusters Score -3.592549e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117857 members 
Mstep: Class 2 contains 158597 members 
Entering Unmasked Estep 
Score: -35926124.000000 Penalty: 6214.780762
	Iteration 33Q: 3 clusters Score -3.592612e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114874 members 
Mstep: Class 2 contains 161580 members 
Entering Unmasked Estep 
Score: -35927092.000000 Penalty: 6214.780762
	Iteration 34Q: 3 clusters Score -3.592709e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111497 members 
Mstep: Class 2 contains 164957 members 
Entering Unmasked Estep 
Score: -35928208.000000 Penalty: 6214.780762
	Iteration 35Q: 3 clusters Score -3.592821e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107878 members 
Mstep: Class 2 contains 168576 members 
Entering Unmasked Estep 
Score: -35929020.000000 Penalty: 6214.780762
	Iteration 36Q: 3 clusters Score -3.592902e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104011 members 
Mstep: Class 2 contains 172443 members 
Entering Unmasked Estep 
Score: -35930080.000000 Penalty: 6214.780762
	Iteration 37Q: 3 clusters Score -3.593008e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99963 members 
Mstep: Class 2 contains 176491 members 
Entering Unmasked Estep 
Score: -35931232.000000 Penalty: 6214.780762
	Iteration 38Q: 3 clusters Score -3.593123e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95678 members 
Mstep: Class 2 contains 180776 members 
Entering Unmasked Estep 
Score: -35932652.000000 Penalty: 6214.780762
	Iteration 39Q: 3 clusters Score -3.593265e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91257 members 
Mstep: Class 2 contains 185197 members 
Entering Unmasked Estep 
Score: -35933836.000000 Penalty: 6214.780762
	Iteration 40F: 3 clusters Score -3.593384e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 189724 members 
Entering Unmasked Estep 
Score: -35935240.000000 Penalty: 6214.780762
	Iteration 41Q: 3 clusters Score -3.593524e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82187 members 
Mstep: Class 2 contains 194267 members 
Entering Unmasked Estep 
Score: -35936492.000000 Penalty: 6214.780762
	Iteration 42Q: 3 clusters Score -3.593649e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77701 members 
Mstep: Class 2 contains 198753 members 
Entering Unmasked Estep 
Score: -35937828.000000 Penalty: 6214.780762
	Iteration 43Q: 3 clusters Score -3.593783e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 203163 members 
Entering Unmasked Estep 
Score: -35939144.000000 Penalty: 6214.780762
	Iteration 44Q: 3 clusters Score -3.593914e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68963 members 
Mstep: Class 2 contains 207491 members 
Entering Unmasked Estep 
Score: -35940448.000000 Penalty: 6214.780762
	Iteration 45Q: 3 clusters Score -3.594045e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 211581 members 
Entering Unmasked Estep 
Score: -35941656.000000 Penalty: 6214.780762
	Iteration 46Q: 3 clusters Score -3.594166e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60873 members 
Mstep: Class 2 contains 215581 members 
Entering Unmasked Estep 
Score: -35942860.000000 Penalty: 6214.780762
	Iteration 47Q: 3 clusters Score -3.594286e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 219450 members 
Entering Unmasked Estep 
Score: -35944020.000000 Penalty: 6214.780762
	Iteration 48Q: 3 clusters Score -3.594402e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Mstep: Class 2 contains 223121 members 
Entering Unmasked Estep 
Score: -35944736.000000 Penalty: 6214.780762
	Iteration 49Q: 3 clusters Score -3.594474e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 226670 members 
Entering Unmasked Estep 
Score: -35945532.000000 Penalty: 6214.780762
	Iteration 50Q: 3 clusters Score -3.594553e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 229927 members 
Entering Unmasked Estep 
Score: -35946392.000000 Penalty: 6214.780762
	Iteration 51Q: 3 clusters Score -3.594639e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 233005 members 
Entering Unmasked Estep 
Score: -35946784.000000 Penalty: 6214.780762
	Iteration 52Q: 3 clusters Score -3.594678e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 235864 members 
Entering Unmasked Estep 
Score: -35947268.000000 Penalty: 6214.780762
	Iteration 53Q: 3 clusters Score -3.594727e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 238668 members 
Entering Unmasked Estep 
Score: -35947864.000000 Penalty: 6214.780762
	Iteration 54Q: 3 clusters Score -3.594786e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 241300 members 
Entering Unmasked Estep 
Score: -35948444.000000 Penalty: 6214.780762
	Iteration 55Q: 3 clusters Score -3.594844e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 243838 members 
Entering Unmasked Estep 
Score: -35948976.000000 Penalty: 6214.780762
	Iteration 56Q: 3 clusters Score -3.594898e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 246188 members 
Entering Unmasked Estep 
Score: -35949472.000000 Penalty: 6214.780762
	Iteration 57Q: 3 clusters Score -3.594947e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 248390 members 
Entering Unmasked Estep 
Score: -35949984.000000 Penalty: 6214.780762
	Iteration 58Q: 3 clusters Score -3.594998e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 250412 members 
Entering Unmasked Estep 
Score: -35950316.000000 Penalty: 6214.780762
	Iteration 59Q: 3 clusters Score -3.595032e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 252275 members 
Entering Unmasked Estep 
Score: -35950568.000000 Penalty: 6214.780762
	Iteration 60F: 3 clusters Score -3.595057e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 254030 members 
Entering Unmasked Estep 
Score: -35950844.000000 Penalty: 6214.780762
	Iteration 61Q: 3 clusters Score -3.595084e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 255711 members 
Entering Unmasked Estep 
Score: -35951036.000000 Penalty: 6214.780762
	Iteration 62Q: 3 clusters Score -3.595104e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 257289 members 
Entering Unmasked Estep 
Score: -35951424.000000 Penalty: 6214.780762
	Iteration 63Q: 3 clusters Score -3.595142e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 258745 members 
Entering Unmasked Estep 
Score: -35951824.000000 Penalty: 6214.780762
	Iteration 64Q: 3 clusters Score -3.595182e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 260091 members 
Entering Unmasked Estep 
Score: -35951924.000000 Penalty: 6214.780762
	Iteration 65Q: 3 clusters Score -3.595192e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 261360 members 
Entering Unmasked Estep 
Score: -35952156.000000 Penalty: 6214.780762
	Iteration 66Q: 3 clusters Score -3.595216e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 262514 members 
Entering Unmasked Estep 
Score: -35952560.000000 Penalty: 6214.780762
	Iteration 67Q: 3 clusters Score -3.595256e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 263551 members 
Entering Unmasked Estep 
Score: -35952856.000000 Penalty: 6214.780762
	Iteration 68Q: 3 clusters Score -3.595286e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 264585 members 
Entering Unmasked Estep 
Score: -35953020.000000 Penalty: 6214.780762
	Iteration 69Q: 3 clusters Score -3.595302e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 265548 members 
Entering Unmasked Estep 
Score: -35953148.000000 Penalty: 6214.780762
	Iteration 70Q: 3 clusters Score -3.595315e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 266429 members 
Entering Unmasked Estep 
Score: -35953400.000000 Penalty: 6214.780762
	Iteration 71Q: 3 clusters Score -3.59534e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 267271 members 
Entering Unmasked Estep 
Score: -35953728.000000 Penalty: 6214.780762
	Iteration 72Q: 3 clusters Score -3.595373e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 268006 members 
Entering Unmasked Estep 
Score: -35954004.000000 Penalty: 6214.780762
	Iteration 73Q: 3 clusters Score -3.5954e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 268666 members 
Entering Unmasked Estep 
Score: -35954252.000000 Penalty: 6214.780762
	Iteration 74Q: 3 clusters Score -3.595425e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 269305 members 
Entering Unmasked Estep 
Score: -35954468.000000 Penalty: 6214.780762
	Iteration 75Q: 3 clusters Score -3.595447e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 269929 members 
Entering Unmasked Estep 
Score: -35954664.000000 Penalty: 6214.780762
	Iteration 76Q: 3 clusters Score -3.595466e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 270491 members 
Entering Unmasked Estep 
Score: -35954820.000000 Penalty: 6214.780762
	Iteration 77Q: 3 clusters Score -3.595482e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 271005 members 
Entering Unmasked Estep 
Score: -35954948.000000 Penalty: 6214.780762
	Iteration 78Q: 3 clusters Score -3.595495e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 271455 members 
Entering Unmasked Estep 
Score: -35954992.000000 Penalty: 6214.780762
	Iteration 79Q: 3 clusters Score -3.595499e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 271860 members 
Entering Unmasked Estep 
Score: -35955132.000000 Penalty: 6214.780762
	Iteration 80F: 3 clusters Score -3.595513e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 272240 members 
Entering Unmasked Estep 
Score: -35955244.000000 Penalty: 6214.780762
	Iteration 81Q: 3 clusters Score -3.595524e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 272585 members 
Entering Unmasked Estep 
Score: -35955280.000000 Penalty: 6214.780762
	Iteration 82Q: 3 clusters Score -3.595528e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 272902 members 
Entering Unmasked Estep 
Score: -35955420.000000 Penalty: 6214.780762
	Iteration 83Q: 3 clusters Score -3.595542e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 273185 members 
Entering Unmasked Estep 
Score: -35955432.000000 Penalty: 6214.780762
	Iteration 84Q: 3 clusters Score -3.595543e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 273433 members 
Entering Unmasked Estep 
Score: -35955552.000000 Penalty: 6214.780762
	Iteration 85Q: 3 clusters Score -3.595555e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 273630 members 
Entering Unmasked Estep 
Score: -35955644.000000 Penalty: 6214.780762
	Iteration 86Q: 3 clusters Score -3.595564e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 273799 members 
Entering Unmasked Estep 
Score: -35955652.000000 Penalty: 6214.780762
	Iteration 87Q: 3 clusters Score -3.595565e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 273950 members 
Entering Unmasked Estep 
Score: -35955652.000000 Penalty: 6214.780762
	Iteration 88Q: 3 clusters Score -3.595565e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 274064 members 
Entering Unmasked Estep 
Score: -35955672.000000 Penalty: 6214.780762
	Iteration 89Q: 3 clusters Score -3.595567e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 274185 members 
Entering Unmasked Estep 
Score: -35955732.000000 Penalty: 6214.780762
	Iteration 90Q: 3 clusters Score -3.595573e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 274304 members 
Entering Unmasked Estep 
Score: -35955800.000000 Penalty: 6214.780762
	Iteration 91Q: 3 clusters Score -3.59558e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 274413 members 
Entering Unmasked Estep 
Score: -35955816.000000 Penalty: 6214.780762
	Iteration 92Q: 3 clusters Score -3.595582e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 274523 members 
Entering Unmasked Estep 
Score: -35955816.000000 Penalty: 6214.780762
	Iteration 93Q: 3 clusters Score -3.595582e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 274616 members 
Entering Unmasked Estep 
Score: -35955804.000000 Penalty: 6214.780762
	Iteration 94Q: 3 clusters Score -3.59558e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 274713 members 
Entering Unmasked Estep 
Score: -35955820.000000 Penalty: 6214.780762
	Iteration 95Q: 3 clusters Score -3.595582e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 274785 members 
Entering Unmasked Estep 
Score: -35955840.000000 Penalty: 6214.780762
	Iteration 96Q: 3 clusters Score -3.595584e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 274851 members 
Entering Unmasked Estep 
Score: -35955880.000000 Penalty: 6214.780762
	Iteration 97Q: 3 clusters Score -3.595588e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 274923 members 
Entering Unmasked Estep 
Score: -35955844.000000 Penalty: 6214.780762
	Iteration 98Q: 3 clusters Score -3.595584e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 274987 members 
Entering Unmasked Estep 
Score: -35955876.000000 Penalty: 6214.780762
	Iteration 99Q: 3 clusters Score -3.595588e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 275045 members 
Entering Unmasked Estep 
Score: -35955868.000000 Penalty: 6214.780762
	Iteration 100F: 3 clusters Score -3.595587e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 275105 members 
Entering Unmasked Estep 
Score: -35955888.000000 Penalty: 6214.780762
	Iteration 101Q: 3 clusters Score -3.595589e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 275155 members 
Entering Unmasked Estep 
Score: -35955880.000000 Penalty: 6214.780762
	Iteration 102Q: 3 clusters Score -3.595588e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 275199 members 
Entering Unmasked Estep 
Score: -35955920.000000 Penalty: 6214.780762
	Iteration 103Q: 3 clusters Score -3.595592e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 275235 members 
Entering Unmasked Estep 
Score: -35955920.000000 Penalty: 6214.780762
	Iteration 104Q: 3 clusters Score -3.595592e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 275264 members 
Entering Unmasked Estep 
Score: -35955928.000000 Penalty: 6214.780762
	Iteration 105Q: 3 clusters Score -3.595593e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 275279 members 
Entering Unmasked Estep 
Score: -35955908.000000 Penalty: 6214.780762
	Iteration 106Q: 3 clusters Score -3.595591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 275299 members 
Entering Unmasked Estep 
Score: -35955928.000000 Penalty: 6214.780762
	Iteration 107Q: 3 clusters Score -3.595593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 275306 members 
Entering Unmasked Estep 
Score: -35955948.000000 Penalty: 6214.780762
	Iteration 108Q: 3 clusters Score -3.595595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 275318 members 
Entering Unmasked Estep 
Score: -35955932.000000 Penalty: 6214.780762
	Iteration 109Q: 3 clusters Score -3.595593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 275327 members 
Entering Unmasked Estep 
Score: -35955948.000000 Penalty: 6214.780762
	Iteration 110Q: 3 clusters Score -3.595595e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 275341 members 
Entering Unmasked Estep 
Score: -35955948.000000 Penalty: 6214.780762
	Iteration 111Q: 3 clusters Score -3.595595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 275355 members 
Entering Unmasked Estep 
Score: -35955936.000000 Penalty: 6214.780762
	Iteration 112Q: 3 clusters Score -3.595594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 275373 members 
Entering Unmasked Estep 
Score: -35955952.000000 Penalty: 6214.780762
	Iteration 113Q: 3 clusters Score -3.595595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 275386 members 
Entering Unmasked Estep 
Score: -35955932.000000 Penalty: 6214.780762
	Iteration 114Q: 3 clusters Score -3.595593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 275397 members 
Entering Unmasked Estep 
Score: -35955932.000000 Penalty: 6214.780762
	Iteration 115Q: 3 clusters Score -3.595593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 275404 members 
Entering Unmasked Estep 
Score: -35955968.000000 Penalty: 6214.780762
	Iteration 116Q: 3 clusters Score -3.595597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 275412 members 
Entering Unmasked Estep 
Score: -35955976.000000 Penalty: 6214.780762
	Iteration 117Q: 3 clusters Score -3.595598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 275417 members 
Entering Unmasked Estep 
Score: -35955976.000000 Penalty: 6214.780762
	Iteration 118Q: 3 clusters Score -3.595598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 275428 members 
Entering Unmasked Estep 
Score: -35955940.000000 Penalty: 6214.780762
	Iteration 119Q: 3 clusters Score -3.595594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 275432 members 
Entering Unmasked Estep 
Score: -35955952.000000 Penalty: 6214.780762
	Iteration 120F: 3 clusters Score -3.595595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 275434 members 
Entering Unmasked Estep 
Score: -35955936.000000 Penalty: 6214.780762
	Iteration 121Q: 3 clusters Score -3.595594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 275435 members 
Entering Unmasked Estep 
Score: -35955976.000000 Penalty: 6214.780762
	Iteration 122Q: 3 clusters Score -3.595598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 275436 members 
Entering Unmasked Estep 
Score: -35955964.000000 Penalty: 6214.780762
	Iteration 123Q: 3 clusters Score -3.595596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 275437 members 
Entering Unmasked Estep 
Score: -35955968.000000 Penalty: 6214.780762
	Iteration 124Q: 3 clusters Score -3.595597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 275437 members 
Entering Unmasked Estep 
Score: -35955968.000000 Penalty: 6214.780762
	Iteration 125F: 3 clusters Score -3.595597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Entering Unmasked Estep 
Score: -1964653.375000 Penalty: 2398.873779
	Iteration 0F: 2 clusters Score -1964653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1953179.250000 Penalty: 4797.747559
	Iteration 0F: 3 clusters Score -1953179 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1957054.500000 Penalty: 4797.747559
	Iteration 1F: 3 clusters Score -1957054 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1957529.000000 Penalty: 4797.747559
	Iteration 2F: 3 clusters Score -1957529 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1957966.250000 Penalty: 4797.747559
	Iteration 3F: 3 clusters Score -1957966 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1958316.750000 Penalty: 4797.747559
	Iteration 4Q: 3 clusters Score -1958317 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1958654.375000 Penalty: 4797.747559
	Iteration 5Q: 3 clusters Score -1958654 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1958979.875000 Penalty: 4797.747559
	Iteration 6Q: 3 clusters Score -1958980 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1959319.000000 Penalty: 4797.747559
	Iteration 7Q: 3 clusters Score -1959319 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1959685.500000 Penalty: 4797.747559
	Iteration 8Q: 3 clusters Score -1959686 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1960075.750000 Penalty: 4797.747559
	Iteration 9Q: 3 clusters Score -1960076 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1960437.875000 Penalty: 4797.747559
	Iteration 10Q: 3 clusters Score -1960438 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1960819.375000 Penalty: 4797.747559
	Iteration 11Q: 3 clusters Score -1960819 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1961196.625000 Penalty: 4797.747559
	Iteration 12Q: 3 clusters Score -1961197 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1961570.375000 Penalty: 4797.747559
	Iteration 13Q: 3 clusters Score -1961570 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1961916.000000 Penalty: 4797.747559
	Iteration 14Q: 3 clusters Score -1961916 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1962283.250000 Penalty: 4797.747559
	Iteration 15Q: 3 clusters Score -1962283 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1962599.500000 Penalty: 4797.747559
	Iteration 16Q: 3 clusters Score -1962600 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1962785.250000 Penalty: 4797.747559
	Iteration 17Q: 3 clusters Score -1962785 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1962886.750000 Penalty: 4797.747559
	Iteration 18Q: 3 clusters Score -1962887 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1962929.750000 Penalty: 4797.747559
	Iteration 19Q: 3 clusters Score -1962930 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1962970.625000 Penalty: 4797.747559
	Iteration 20F: 3 clusters Score -1962971 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1962994.750000 Penalty: 4797.747559
	Iteration 21Q: 3 clusters Score -1962995 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1963010.000000 Penalty: 4797.747559
	Iteration 22Q: 3 clusters Score -1963010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1963022.750000 Penalty: 4797.747559
	Iteration 23Q: 3 clusters Score -1963023 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1963034.000000 Penalty: 4797.747559
	Iteration 24Q: 3 clusters Score -1963034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1963037.375000 Penalty: 4797.747559
	Iteration 25Q: 3 clusters Score -1963037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1963048.375000 Penalty: 4797.747559
	Iteration 26Q: 3 clusters Score -1963048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1963059.000000 Penalty: 4797.747559
	Iteration 27Q: 3 clusters Score -1963059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1963060.625000 Penalty: 4797.747559
	Iteration 28Q: 3 clusters Score -1963061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1963066.125000 Penalty: 4797.747559
	Iteration 29Q: 3 clusters Score -1963066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1963068.625000 Penalty: 4797.747559
	Iteration 30Q: 3 clusters Score -1963069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1963069.750000 Penalty: 4797.747559
	Iteration 31Q: 3 clusters Score -1963070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1963073.000000 Penalty: 4797.747559
	Iteration 32Q: 3 clusters Score -1963073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1963072.500000 Penalty: 4797.747559
	Iteration 33Q: 3 clusters Score -1963072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1963074.125000 Penalty: 4797.747559
	Iteration 34Q: 3 clusters Score -1963074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1963075.750000 Penalty: 4797.747559
	Iteration 35Q: 3 clusters Score -1963076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1963079.000000 Penalty: 4797.747559
	Iteration 36Q: 3 clusters Score -1963079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1963081.750000 Penalty: 4797.747559
	Iteration 37Q: 3 clusters Score -1963082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1963081.375000 Penalty: 4797.747559
	Iteration 38Q: 3 clusters Score -1963081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1963081.375000 Penalty: 4797.747559
	Iteration 39Q: 3 clusters Score -1963081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1963078.625000 Penalty: 4797.747559
	Iteration 40F: 3 clusters Score -1963079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1963080.250000 Penalty: 4797.747559
	Iteration 41Q: 3 clusters Score -1963080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1963081.125000 Penalty: 4797.747559
	Iteration 42Q: 3 clusters Score -1963081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1963084.250000 Penalty: 4797.747559
	Iteration 43Q: 3 clusters Score -1963084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1963083.625000 Penalty: 4797.747559
	Iteration 44Q: 3 clusters Score -1963084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1963081.500000 Penalty: 4797.747559
	Iteration 45Q: 3 clusters Score -1963082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1963081.500000 Penalty: 4797.747559
	Iteration 46F: 3 clusters Score -1963082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (27230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Entering Unmasked Estep 
Score: -3500300.250000 Penalty: 2532.594482
	Iteration 0F: 2 clusters Score -3500300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3481604.500000 Penalty: 5065.188965
	Iteration 0F: 3 clusters Score -3481604 nChanged 12065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3488046.000000 Penalty: 5065.188965
	Iteration 1F: 3 clusters Score -3488046 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3488472.500000 Penalty: 5065.188965
	Iteration 2Q: 3 clusters Score -3488472 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3488896.000000 Penalty: 5065.188965
	Iteration 3Q: 3 clusters Score -3488896 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3489302.750000 Penalty: 5065.188965
	Iteration 4Q: 3 clusters Score -3489303 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -3489669.000000 Penalty: 5065.188965
	Iteration 5Q: 3 clusters Score -3489669 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -3490017.500000 Penalty: 5065.188965
	Iteration 6Q: 3 clusters Score -3490018 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -3490299.250000 Penalty: 5065.188965
	Iteration 7Q: 3 clusters Score -3490299 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3490538.250000 Penalty: 5065.188965
	Iteration 8Q: 3 clusters Score -3490538 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -3490732.750000 Penalty: 5065.188965
	Iteration 9Q: 3 clusters Score -3490733 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -3490904.750000 Penalty: 5065.188965
	Iteration 10Q: 3 clusters Score -3490905 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -3491129.750000 Penalty: 5065.188965
	Iteration 11Q: 3 clusters Score -3491130 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -3491409.000000 Penalty: 5065.188965
	Iteration 12Q: 3 clusters Score -3491409 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -3491761.750000 Penalty: 5065.188965
	Iteration 13Q: 3 clusters Score -3491762 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -3492232.250000 Penalty: 5065.188965
	Iteration 14Q: 3 clusters Score -3492232 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -3492842.500000 Penalty: 5065.188965
	Iteration 15Q: 3 clusters Score -3492842 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3493644.750000 Penalty: 5065.188965
	Iteration 16Q: 3 clusters Score -3493645 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3494561.500000 Penalty: 5065.188965
	Iteration 17Q: 3 clusters Score -3494562 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3495460.500000 Penalty: 5065.188965
	Iteration 18Q: 3 clusters Score -3495460 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3496297.750000 Penalty: 5065.188965
	Iteration 19Q: 3 clusters Score -3496298 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3496952.500000 Penalty: 5065.188965
	Iteration 20F: 3 clusters Score -3496952 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3497401.000000 Penalty: 5065.188965
	Iteration 21Q: 3 clusters Score -3497401 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3497660.000000 Penalty: 5065.188965
	Iteration 22Q: 3 clusters Score -3497660 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3497784.500000 Penalty: 5065.188965
	Iteration 23Q: 3 clusters Score -3497784 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3497856.000000 Penalty: 5065.188965
	Iteration 24Q: 3 clusters Score -3497856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3497912.000000 Penalty: 5065.188965
	Iteration 25Q: 3 clusters Score -3497912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3497948.500000 Penalty: 5065.188965
	Iteration 26Q: 3 clusters Score -3497948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3497971.000000 Penalty: 5065.188965
	Iteration 27Q: 3 clusters Score -3497971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3497998.000000 Penalty: 5065.188965
	Iteration 28Q: 3 clusters Score -3497998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3498017.250000 Penalty: 5065.188965
	Iteration 29Q: 3 clusters Score -3498017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3498035.250000 Penalty: 5065.188965
	Iteration 30Q: 3 clusters Score -3498035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3498056.500000 Penalty: 5065.188965
	Iteration 31Q: 3 clusters Score -3498056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3498062.750000 Penalty: 5065.188965
	Iteration 32Q: 3 clusters Score -3498063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3498065.500000 Penalty: 5065.188965
	Iteration 33Q: 3 clusters Score -3498066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3498078.000000 Penalty: 5065.188965
	Iteration 34Q: 3 clusters Score -3498078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3498080.500000 Penalty: 5065.188965
	Iteration 35Q: 3 clusters Score -3498080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3498081.500000 Penalty: 5065.188965
	Iteration 36Q: 3 clusters Score -3498082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3498077.250000 Penalty: 5065.188965
	Iteration 37Q: 3 clusters Score -3498077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3498077.250000 Penalty: 5065.188965
	Iteration 38F: 3 clusters Score -3498077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160692 members 
Entering Unmasked Estep 
Score: -20890282.000000 Penalty: 2972.836670
	Iteration 0F: 2 clusters Score -2.089028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -20784700.000000 Penalty: 5945.673340
	Iteration 0F: 3 clusters Score -2.07847e+07 nChanged 77029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80115 members 
Mstep: Class 2 contains 80577 members 
Entering Unmasked Estep 
Score: -20829680.000000 Penalty: 5945.673340
	Iteration 1F: 3 clusters Score -2.082968e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80360 members 
Mstep: Class 2 contains 80332 members 
Entering Unmasked Estep 
Score: -20830600.000000 Penalty: 5945.673340
	Iteration 2Q: 3 clusters Score -2.08306e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80755 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -20831912.000000 Penalty: 5945.673340
	Iteration 3Q: 3 clusters Score -2.083191e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 79463 members 
Entering Unmasked Estep 
Score: -20833946.000000 Penalty: 5945.673340
	Iteration 4Q: 3 clusters Score -2.083395e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -20836888.000000 Penalty: 5945.673340
	Iteration 5Q: 3 clusters Score -2.083689e+07 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -20840792.000000 Penalty: 5945.673340
	Iteration 6F: 3 clusters Score -2.084079e+07 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83342 members 
Mstep: Class 2 contains 77350 members 
Entering Unmasked Estep 
Score: -20846072.000000 Penalty: 5945.673340
	Iteration 7F: 3 clusters Score -2.084607e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84327 members 
Mstep: Class 2 contains 76365 members 
Entering Unmasked Estep 
Score: -20852680.000000 Penalty: 5945.673340
	Iteration 8F: 3 clusters Score -2.085268e+07 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85132 members 
Mstep: Class 2 contains 75560 members 
Entering Unmasked Estep 
Score: -20859596.000000 Penalty: 5945.673340
	Iteration 9F: 3 clusters Score -2.08596e+07 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85642 members 
Mstep: Class 2 contains 75050 members 
Entering Unmasked Estep 
Score: -20865076.000000 Penalty: 5945.673340
	Iteration 10F: 3 clusters Score -2.086508e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85849 members 
Mstep: Class 2 contains 74843 members 
Entering Unmasked Estep 
Score: -20868186.000000 Penalty: 5945.673340
	Iteration 11Q: 3 clusters Score -2.086819e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86029 members 
Mstep: Class 2 contains 74663 members 
Entering Unmasked Estep 
Score: -20869786.000000 Penalty: 5945.673340
	Iteration 12Q: 3 clusters Score -2.086979e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86196 members 
Mstep: Class 2 contains 74496 members 
Entering Unmasked Estep 
Score: -20870614.000000 Penalty: 5945.673340
	Iteration 13Q: 3 clusters Score -2.087061e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86372 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -20871116.000000 Penalty: 5945.673340
	Iteration 14Q: 3 clusters Score -2.087112e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86507 members 
Mstep: Class 2 contains 74185 members 
Entering Unmasked Estep 
Score: -20871546.000000 Penalty: 5945.673340
	Iteration 15Q: 3 clusters Score -2.087155e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86555 members 
Mstep: Class 2 contains 74137 members 
Entering Unmasked Estep 
Score: -20872046.000000 Penalty: 5945.673340
	Iteration 16Q: 3 clusters Score -2.087205e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86540 members 
Mstep: Class 2 contains 74152 members 
Entering Unmasked Estep 
Score: -20872710.000000 Penalty: 5945.673340
	Iteration 17Q: 3 clusters Score -2.087271e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86402 members 
Mstep: Class 2 contains 74290 members 
Entering Unmasked Estep 
Score: -20873160.000000 Penalty: 5945.673340
	Iteration 18Q: 3 clusters Score -2.087316e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 74511 members 
Entering Unmasked Estep 
Score: -20873568.000000 Penalty: 5945.673340
	Iteration 19Q: 3 clusters Score -2.087357e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 74735 members 
Entering Unmasked Estep 
Score: -20874006.000000 Penalty: 5945.673340
	Iteration 20F: 3 clusters Score -2.087401e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85639 members 
Mstep: Class 2 contains 75053 members 
Entering Unmasked Estep 
Score: -20874338.000000 Penalty: 5945.673340
	Iteration 21Q: 3 clusters Score -2.087434e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85264 members 
Mstep: Class 2 contains 75428 members 
Entering Unmasked Estep 
Score: -20874766.000000 Penalty: 5945.673340
	Iteration 22Q: 3 clusters Score -2.087477e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84850 members 
Mstep: Class 2 contains 75842 members 
Entering Unmasked Estep 
Score: -20875012.000000 Penalty: 5945.673340
	Iteration 23Q: 3 clusters Score -2.087501e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84385 members 
Mstep: Class 2 contains 76307 members 
Entering Unmasked Estep 
Score: -20875092.000000 Penalty: 5945.673340
	Iteration 24Q: 3 clusters Score -2.087509e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83882 members 
Mstep: Class 2 contains 76810 members 
Entering Unmasked Estep 
Score: -20875286.000000 Penalty: 5945.673340
	Iteration 25Q: 3 clusters Score -2.087529e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83256 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
Score: -20875502.000000 Penalty: 5945.673340
	Iteration 26Q: 3 clusters Score -2.08755e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82632 members 
Mstep: Class 2 contains 78060 members 
Entering Unmasked Estep 
Score: -20875600.000000 Penalty: 5945.673340
	Iteration 27Q: 3 clusters Score -2.08756e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81962 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -20875702.000000 Penalty: 5945.673340
	Iteration 28Q: 3 clusters Score -2.08757e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81244 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -20875712.000000 Penalty: 5945.673340
	Iteration 29Q: 3 clusters Score -2.087571e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80503 members 
Mstep: Class 2 contains 80189 members 
Entering Unmasked Estep 
Score: -20875828.000000 Penalty: 5945.673340
	Iteration 30Q: 3 clusters Score -2.087583e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79795 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -20875882.000000 Penalty: 5945.673340
	Iteration 31Q: 3 clusters Score -2.087588e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79107 members 
Mstep: Class 2 contains 81585 members 
Entering Unmasked Estep 
Score: -20875988.000000 Penalty: 5945.673340
	Iteration 32Q: 3 clusters Score -2.087599e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78448 members 
Mstep: Class 2 contains 82244 members 
Entering Unmasked Estep 
Score: -20876108.000000 Penalty: 5945.673340
	Iteration 33Q: 3 clusters Score -2.087611e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77762 members 
Mstep: Class 2 contains 82930 members 
Entering Unmasked Estep 
Score: -20876150.000000 Penalty: 5945.673340
	Iteration 34Q: 3 clusters Score -2.087615e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 83622 members 
Entering Unmasked Estep 
Score: -20876256.000000 Penalty: 5945.673340
	Iteration 35Q: 3 clusters Score -2.087626e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76377 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
Score: -20876300.000000 Penalty: 5945.673340
	Iteration 36Q: 3 clusters Score -2.08763e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75683 members 
Mstep: Class 2 contains 85009 members 
Entering Unmasked Estep 
Score: -20876346.000000 Penalty: 5945.673340
	Iteration 37Q: 3 clusters Score -2.087635e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 85724 members 
Entering Unmasked Estep 
Score: -20876380.000000 Penalty: 5945.673340
	Iteration 38Q: 3 clusters Score -2.087638e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -20876456.000000 Penalty: 5945.673340
	Iteration 39Q: 3 clusters Score -2.087646e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73439 members 
Mstep: Class 2 contains 87253 members 
Entering Unmasked Estep 
Score: -20876548.000000 Penalty: 5945.673340
	Iteration 40F: 3 clusters Score -2.087655e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72665 members 
Mstep: Class 2 contains 88027 members 
Entering Unmasked Estep 
Score: -20876578.000000 Penalty: 5945.673340
	Iteration 41Q: 3 clusters Score -2.087658e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71864 members 
Mstep: Class 2 contains 88828 members 
Entering Unmasked Estep 
Score: -20876636.000000 Penalty: 5945.673340
	Iteration 42Q: 3 clusters Score -2.087664e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71115 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
Score: -20876686.000000 Penalty: 5945.673340
	Iteration 43Q: 3 clusters Score -2.087669e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 90356 members 
Entering Unmasked Estep 
Score: -20876754.000000 Penalty: 5945.673340
	Iteration 44Q: 3 clusters Score -2.087675e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69543 members 
Mstep: Class 2 contains 91149 members 
Entering Unmasked Estep 
Score: -20876824.000000 Penalty: 5945.673340
	Iteration 45Q: 3 clusters Score -2.087682e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 91971 members 
Entering Unmasked Estep 
Score: -20876850.000000 Penalty: 5945.673340
	Iteration 46Q: 3 clusters Score -2.087685e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
Score: -20877046.000000 Penalty: 5945.673340
	Iteration 47Q: 3 clusters Score -2.087705e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67016 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
Score: -20877150.000000 Penalty: 5945.673340
	Iteration 48Q: 3 clusters Score -2.087715e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 94556 members 
Entering Unmasked Estep 
Score: -20877296.000000 Penalty: 5945.673340
	Iteration 49Q: 3 clusters Score -2.08773e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65222 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -20877408.000000 Penalty: 5945.673340
	Iteration 50Q: 3 clusters Score -2.087741e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64279 members 
Mstep: Class 2 contains 96413 members 
Entering Unmasked Estep 
Score: -20877432.000000 Penalty: 5945.673340
	Iteration 51Q: 3 clusters Score -2.087743e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63346 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -20877538.000000 Penalty: 5945.673340
	Iteration 52Q: 3 clusters Score -2.087754e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 98285 members 
Entering Unmasked Estep 
Score: -20877718.000000 Penalty: 5945.673340
	Iteration 53Q: 3 clusters Score -2.087772e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 99242 members 
Entering Unmasked Estep 
Score: -20877826.000000 Penalty: 5945.673340
	Iteration 54Q: 3 clusters Score -2.087783e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 100194 members 
Entering Unmasked Estep 
Score: -20877978.000000 Penalty: 5945.673340
	Iteration 55Q: 3 clusters Score -2.087798e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 101128 members 
Entering Unmasked Estep 
Score: -20878124.000000 Penalty: 5945.673340
	Iteration 56Q: 3 clusters Score -2.087812e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 102091 members 
Entering Unmasked Estep 
Score: -20878224.000000 Penalty: 5945.673340
	Iteration 57Q: 3 clusters Score -2.087822e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 103069 members 
Entering Unmasked Estep 
Score: -20878390.000000 Penalty: 5945.673340
	Iteration 58Q: 3 clusters Score -2.087839e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 104073 members 
Entering Unmasked Estep 
Score: -20878476.000000 Penalty: 5945.673340
	Iteration 59Q: 3 clusters Score -2.087848e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 105044 members 
Entering Unmasked Estep 
Score: -20878618.000000 Penalty: 5945.673340
	Iteration 60F: 3 clusters Score -2.087862e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 106003 members 
Entering Unmasked Estep 
Score: -20878724.000000 Penalty: 5945.673340
	Iteration 61Q: 3 clusters Score -2.087872e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 106960 members 
Entering Unmasked Estep 
Score: -20878814.000000 Penalty: 5945.673340
	Iteration 62Q: 3 clusters Score -2.087881e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 107908 members 
Entering Unmasked Estep 
Score: -20878972.000000 Penalty: 5945.673340
	Iteration 63Q: 3 clusters Score -2.087897e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51851 members 
Mstep: Class 2 contains 108841 members 
Entering Unmasked Estep 
Score: -20879060.000000 Penalty: 5945.673340
	Iteration 64Q: 3 clusters Score -2.087906e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 109752 members 
Entering Unmasked Estep 
Score: -20879148.000000 Penalty: 5945.673340
	Iteration 65Q: 3 clusters Score -2.087915e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 110738 members 
Entering Unmasked Estep 
Score: -20879262.000000 Penalty: 5945.673340
	Iteration 66Q: 3 clusters Score -2.087926e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 111750 members 
Entering Unmasked Estep 
Score: -20879402.000000 Penalty: 5945.673340
	Iteration 67Q: 3 clusters Score -2.08794e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 112796 members 
Entering Unmasked Estep 
Score: -20879582.000000 Penalty: 5945.673340
	Iteration 68Q: 3 clusters Score -2.087958e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 113785 members 
Entering Unmasked Estep 
Score: -20879744.000000 Penalty: 5945.673340
	Iteration 69Q: 3 clusters Score -2.087974e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 114783 members 
Entering Unmasked Estep 
Score: -20879976.000000 Penalty: 5945.673340
	Iteration 70Q: 3 clusters Score -2.087998e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 115813 members 
Entering Unmasked Estep 
Score: -20880090.000000 Penalty: 5945.673340
	Iteration 71Q: 3 clusters Score -2.088009e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 116887 members 
Entering Unmasked Estep 
Score: -20880296.000000 Penalty: 5945.673340
	Iteration 72Q: 3 clusters Score -2.08803e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 117959 members 
Entering Unmasked Estep 
Score: -20880520.000000 Penalty: 5945.673340
	Iteration 73Q: 3 clusters Score -2.088052e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 119060 members 
Entering Unmasked Estep 
Score: -20880716.000000 Penalty: 5945.673340
	Iteration 74Q: 3 clusters Score -2.088072e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 120184 members 
Entering Unmasked Estep 
Score: -20880918.000000 Penalty: 5945.673340
	Iteration 75Q: 3 clusters Score -2.088092e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 121339 members 
Entering Unmasked Estep 
Score: -20881178.000000 Penalty: 5945.673340
	Iteration 76Q: 3 clusters Score -2.088118e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 122461 members 
Entering Unmasked Estep 
Score: -20881446.000000 Penalty: 5945.673340
	Iteration 77Q: 3 clusters Score -2.088145e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 123670 members 
Entering Unmasked Estep 
Score: -20881932.000000 Penalty: 5945.673340
	Iteration 78Q: 3 clusters Score -2.088193e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 124935 members 
Entering Unmasked Estep 
Score: -20882390.000000 Penalty: 5945.673340
	Iteration 79Q: 3 clusters Score -2.088239e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 126214 members 
Entering Unmasked Estep 
Score: -20882992.000000 Penalty: 5945.673340
	Iteration 80F: 3 clusters Score -2.088299e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 127491 members 
Entering Unmasked Estep 
Score: -20883644.000000 Penalty: 5945.673340
	Iteration 81Q: 3 clusters Score -2.088364e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 128737 members 
Entering Unmasked Estep 
Score: -20884334.000000 Penalty: 5945.673340
	Iteration 82Q: 3 clusters Score -2.088433e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 129938 members 
Entering Unmasked Estep 
Score: -20884878.000000 Penalty: 5945.673340
	Iteration 83Q: 3 clusters Score -2.088488e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 131037 members 
Entering Unmasked Estep 
Score: -20885302.000000 Penalty: 5945.673340
	Iteration 84Q: 3 clusters Score -2.08853e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 132043 members 
Entering Unmasked Estep 
Score: -20885664.000000 Penalty: 5945.673340
	Iteration 85Q: 3 clusters Score -2.088566e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 132958 members 
Entering Unmasked Estep 
Score: -20885894.000000 Penalty: 5945.673340
	Iteration 86Q: 3 clusters Score -2.088589e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 133826 members 
Entering Unmasked Estep 
Score: -20886060.000000 Penalty: 5945.673340
	Iteration 87Q: 3 clusters Score -2.088606e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 134623 members 
Entering Unmasked Estep 
Score: -20886214.000000 Penalty: 5945.673340
	Iteration 88Q: 3 clusters Score -2.088621e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 135431 members 
Entering Unmasked Estep 
Score: -20886272.000000 Penalty: 5945.673340
	Iteration 89Q: 3 clusters Score -2.088627e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 136168 members 
Entering Unmasked Estep 
Score: -20886346.000000 Penalty: 5945.673340
	Iteration 90Q: 3 clusters Score -2.088635e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 136873 members 
Entering Unmasked Estep 
Score: -20886548.000000 Penalty: 5945.673340
	Iteration 91Q: 3 clusters Score -2.088655e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 137614 members 
Entering Unmasked Estep 
Score: -20886618.000000 Penalty: 5945.673340
	Iteration 92Q: 3 clusters Score -2.088662e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 138362 members 
Entering Unmasked Estep 
Score: -20886746.000000 Penalty: 5945.673340
	Iteration 93Q: 3 clusters Score -2.088675e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 139114 members 
Entering Unmasked Estep 
Score: -20886924.000000 Penalty: 5945.673340
	Iteration 94Q: 3 clusters Score -2.088692e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 139841 members 
Entering Unmasked Estep 
Score: -20887012.000000 Penalty: 5945.673340
	Iteration 95Q: 3 clusters Score -2.088701e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 140556 members 
Entering Unmasked Estep 
Score: -20887238.000000 Penalty: 5945.673340
	Iteration 96Q: 3 clusters Score -2.088724e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 141274 members 
Entering Unmasked Estep 
Score: -20887410.000000 Penalty: 5945.673340
	Iteration 97Q: 3 clusters Score -2.088741e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 141994 members 
Entering Unmasked Estep 
Score: -20887528.000000 Penalty: 5945.673340
	Iteration 98Q: 3 clusters Score -2.088753e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 142727 members 
Entering Unmasked Estep 
Score: -20887702.000000 Penalty: 5945.673340
	Iteration 99Q: 3 clusters Score -2.08877e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 143472 members 
Entering Unmasked Estep 
Score: -20887732.000000 Penalty: 5945.673340
	Iteration 100F: 3 clusters Score -2.088773e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 144217 members 
Entering Unmasked Estep 
Score: -20887894.000000 Penalty: 5945.673340
	Iteration 101Q: 3 clusters Score -2.088789e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 144925 members 
Entering Unmasked Estep 
Score: -20888030.000000 Penalty: 5945.673340
	Iteration 102Q: 3 clusters Score -2.088803e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 145673 members 
Entering Unmasked Estep 
Score: -20888182.000000 Penalty: 5945.673340
	Iteration 103Q: 3 clusters Score -2.088818e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 146399 members 
Entering Unmasked Estep 
Score: -20888320.000000 Penalty: 5945.673340
	Iteration 104Q: 3 clusters Score -2.088832e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 147166 members 
Entering Unmasked Estep 
Score: -20888470.000000 Penalty: 5945.673340
	Iteration 105Q: 3 clusters Score -2.088847e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 147975 members 
Entering Unmasked Estep 
Score: -20888634.000000 Penalty: 5945.673340
	Iteration 106Q: 3 clusters Score -2.088863e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 148764 members 
Entering Unmasked Estep 
Score: -20888758.000000 Penalty: 5945.673340
	Iteration 107Q: 3 clusters Score -2.088876e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 149471 members 
Entering Unmasked Estep 
Score: -20888822.000000 Penalty: 5945.673340
	Iteration 108Q: 3 clusters Score -2.088882e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 150149 members 
Entering Unmasked Estep 
Score: -20888912.000000 Penalty: 5945.673340
	Iteration 109Q: 3 clusters Score -2.088891e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 150830 members 
Entering Unmasked Estep 
Score: -20888986.000000 Penalty: 5945.673340
	Iteration 110Q: 3 clusters Score -2.088899e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 151437 members 
Entering Unmasked Estep 
Score: -20889096.000000 Penalty: 5945.673340
	Iteration 111Q: 3 clusters Score -2.08891e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 152020 members 
Entering Unmasked Estep 
Score: -20889164.000000 Penalty: 5945.673340
	Iteration 112Q: 3 clusters Score -2.088916e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 152572 members 
Entering Unmasked Estep 
Score: -20889290.000000 Penalty: 5945.673340
	Iteration 113Q: 3 clusters Score -2.088929e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 153080 members 
Entering Unmasked Estep 
Score: -20889322.000000 Penalty: 5945.673340
	Iteration 114Q: 3 clusters Score -2.088932e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 153571 members 
Entering Unmasked Estep 
Score: -20889432.000000 Penalty: 5945.673340
	Iteration 115Q: 3 clusters Score -2.088943e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 154027 members 
Entering Unmasked Estep 
Score: -20889482.000000 Penalty: 5945.673340
	Iteration 116Q: 3 clusters Score -2.088948e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 154477 members 
Entering Unmasked Estep 
Score: -20889528.000000 Penalty: 5945.673340
	Iteration 117Q: 3 clusters Score -2.088953e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 154845 members 
Entering Unmasked Estep 
Score: -20889584.000000 Penalty: 5945.673340
	Iteration 118Q: 3 clusters Score -2.088958e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 155126 members 
Entering Unmasked Estep 
Score: -20889562.000000 Penalty: 5945.673340
	Iteration 119Q: 3 clusters Score -2.088956e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 155376 members 
Entering Unmasked Estep 
Score: -20889544.000000 Penalty: 5945.673340
	Iteration 120F: 3 clusters Score -2.088954e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 155587 members 
Entering Unmasked Estep 
Score: -20889648.000000 Penalty: 5945.673340
	Iteration 121Q: 3 clusters Score -2.088965e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 155788 members 
Entering Unmasked Estep 
Score: -20889752.000000 Penalty: 5945.673340
	Iteration 122Q: 3 clusters Score -2.088975e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 155965 members 
Entering Unmasked Estep 
Score: -20889746.000000 Penalty: 5945.673340
	Iteration 123Q: 3 clusters Score -2.088975e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 156127 members 
Entering Unmasked Estep 
Score: -20889830.000000 Penalty: 5945.673340
	Iteration 124Q: 3 clusters Score -2.088983e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 156273 members 
Entering Unmasked Estep 
Score: -20889864.000000 Penalty: 5945.673340
	Iteration 125Q: 3 clusters Score -2.088986e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 156394 members 
Entering Unmasked Estep 
Score: -20889834.000000 Penalty: 5945.673340
	Iteration 126Q: 3 clusters Score -2.088983e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 156492 members 
Entering Unmasked Estep 
Score: -20889862.000000 Penalty: 5945.673340
	Iteration 127Q: 3 clusters Score -2.088986e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 156566 members 
Entering Unmasked Estep 
Score: -20889894.000000 Penalty: 5945.673340
	Iteration 128Q: 3 clusters Score -2.088989e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 156640 members 
Entering Unmasked Estep 
Score: -20889904.000000 Penalty: 5945.673340
	Iteration 129Q: 3 clusters Score -2.08899e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 156693 members 
Entering Unmasked Estep 
Score: -20889966.000000 Penalty: 5945.673340
	Iteration 130Q: 3 clusters Score -2.088997e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 156730 members 
Entering Unmasked Estep 
Score: -20889972.000000 Penalty: 5945.673340
	Iteration 131Q: 3 clusters Score -2.088997e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 156772 members 
Entering Unmasked Estep 
Score: -20890004.000000 Penalty: 5945.673340
	Iteration 132Q: 3 clusters Score -2.089e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 156813 members 
Entering Unmasked Estep 
Score: -20889976.000000 Penalty: 5945.673340
	Iteration 133Q: 3 clusters Score -2.088998e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 156850 members 
Entering Unmasked Estep 
Score: -20889952.000000 Penalty: 5945.673340
	Iteration 134Q: 3 clusters Score -2.088995e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 156888 members 
Entering Unmasked Estep 
Score: -20889938.000000 Penalty: 5945.673340
	Iteration 135Q: 3 clusters Score -2.088994e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 156913 members 
Entering Unmasked Estep 
Score: -20889924.000000 Penalty: 5945.673340
	Iteration 136Q: 3 clusters Score -2.088992e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 156929 members 
Entering Unmasked Estep 
Score: -20889966.000000 Penalty: 5945.673340
	Iteration 137Q: 3 clusters Score -2.088997e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 156938 members 
Entering Unmasked Estep 
Score: -20889974.000000 Penalty: 5945.673340
	Iteration 138Q: 3 clusters Score -2.088997e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 156950 members 
Entering Unmasked Estep 
Score: -20889972.000000 Penalty: 5945.673340
	Iteration 139Q: 3 clusters Score -2.088997e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 156955 members 
Entering Unmasked Estep 
Score: -20889952.000000 Penalty: 5945.673340
	Iteration 140F: 3 clusters Score -2.088995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 156962 members 
Entering Unmasked Estep 
Score: -20889956.000000 Penalty: 5945.673340
	Iteration 141Q: 3 clusters Score -2.088996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 156967 members 
Entering Unmasked Estep 
Score: -20889956.000000 Penalty: 5945.673340
	Iteration 142Q: 3 clusters Score -2.088996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 156972 members 
Entering Unmasked Estep 
Score: -20889970.000000 Penalty: 5945.673340
	Iteration 143Q: 3 clusters Score -2.088997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 156977 members 
Entering Unmasked Estep 
Score: -20889964.000000 Penalty: 5945.673340
	Iteration 144Q: 3 clusters Score -2.088996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 156981 members 
Entering Unmasked Estep 
Score: -20889962.000000 Penalty: 5945.673340
	Iteration 145Q: 3 clusters Score -2.088996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 156983 members 
Entering Unmasked Estep 
Score: -20889958.000000 Penalty: 5945.673340
	Iteration 146Q: 3 clusters Score -2.088996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 156990 members 
Entering Unmasked Estep 
Score: -20889954.000000 Penalty: 5945.673340
	Iteration 147Q: 3 clusters Score -2.088995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 156993 members 
Entering Unmasked Estep 
Score: -20889946.000000 Penalty: 5945.673340
	Iteration 148Q: 3 clusters Score -2.088995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 156995 members 
Entering Unmasked Estep 
Score: -20889960.000000 Penalty: 5945.673340
	Iteration 149Q: 3 clusters Score -2.088996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 156999 members 
Entering Unmasked Estep 
Score: -20889950.000000 Penalty: 5945.673340
	Iteration 150Q: 3 clusters Score -2.088995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 157001 members 
Entering Unmasked Estep 
Score: -20889950.000000 Penalty: 5945.673340
	Iteration 151Q: 3 clusters Score -2.088995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 157007 members 
Entering Unmasked Estep 
Score: -20889938.000000 Penalty: 5945.673340
	Iteration 152Q: 3 clusters Score -2.088994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 157012 members 
Entering Unmasked Estep 
Score: -20889944.000000 Penalty: 5945.673340
	Iteration 153Q: 3 clusters Score -2.088994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 157016 members 
Entering Unmasked Estep 
Score: -20889948.000000 Penalty: 5945.673340
	Iteration 154Q: 3 clusters Score -2.088995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 157017 members 
Entering Unmasked Estep 
Score: -20889958.000000 Penalty: 5945.673340
	Iteration 155Q: 3 clusters Score -2.088996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 157018 members 
Entering Unmasked Estep 
Score: -20889952.000000 Penalty: 5945.673340
	Iteration 156Q: 3 clusters Score -2.088995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 157019 members 
Entering Unmasked Estep 
Score: -20889944.000000 Penalty: 5945.673340
	Iteration 157Q: 3 clusters Score -2.088994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 157020 members 
Entering Unmasked Estep 
Score: -20889962.000000 Penalty: 5945.673340
	Iteration 158Q: 3 clusters Score -2.088996e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 157020 members 
Entering Unmasked Estep 
Score: -20889962.000000 Penalty: 5945.673340
	Iteration 159F: 3 clusters Score -2.088996e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -42111.078125 Penalty: 1507.823486
	Iteration 0F: 2 clusters Score -42111.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40672.847656 Penalty: 3015.646973
	Iteration 0F: 3 clusters Score -40672.85 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40803.281250 Penalty: 3015.646973
	Iteration 1F: 3 clusters Score -40803.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40878.042969 Penalty: 3015.646973
	Iteration 2F: 3 clusters Score -40878.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40906.578125 Penalty: 3015.646973
	Iteration 3Q: 3 clusters Score -40906.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40923.703125 Penalty: 3015.646973
	Iteration 4Q: 3 clusters Score -40923.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40929.722656 Penalty: 3015.646973
	Iteration 5Q: 3 clusters Score -40929.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40931.582031 Penalty: 3015.646973
	Iteration 6Q: 3 clusters Score -40931.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40935.781250 Penalty: 3015.646973
	Iteration 7Q: 3 clusters Score -40935.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40937.546875 Penalty: 3015.646973
	Iteration 8Q: 3 clusters Score -40937.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40937.546875 Penalty: 3015.646973
	Iteration 9F: 3 clusters Score -40937.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Entering Unmasked Estep 
Score: -1895415.000000 Penalty: 2376.363281
	Iteration 0F: 2 clusters Score -1895415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1884894.000000 Penalty: 4752.726562
	Iteration 0F: 3 clusters Score -1884894 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1888213.500000 Penalty: 4752.726562
	Iteration 1F: 3 clusters Score -1888214 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1888528.625000 Penalty: 4752.726562
	Iteration 2F: 3 clusters Score -1888529 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1888754.625000 Penalty: 4752.726562
	Iteration 3Q: 3 clusters Score -1888755 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1888939.250000 Penalty: 4752.726562
	Iteration 4Q: 3 clusters Score -1888939 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1889104.875000 Penalty: 4752.726562
	Iteration 5Q: 3 clusters Score -1889105 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1889290.750000 Penalty: 4752.726562
	Iteration 6Q: 3 clusters Score -1889291 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1889469.625000 Penalty: 4752.726562
	Iteration 7Q: 3 clusters Score -1889470 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1889645.125000 Penalty: 4752.726562
	Iteration 8Q: 3 clusters Score -1889645 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1889862.000000 Penalty: 4752.726562
	Iteration 9Q: 3 clusters Score -1889862 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1890121.625000 Penalty: 4752.726562
	Iteration 10Q: 3 clusters Score -1890122 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1890453.875000 Penalty: 4752.726562
	Iteration 11Q: 3 clusters Score -1890454 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1890890.125000 Penalty: 4752.726562
	Iteration 12Q: 3 clusters Score -1890890 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1891411.500000 Penalty: 4752.726562
	Iteration 13Q: 3 clusters Score -1891412 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1891891.625000 Penalty: 4752.726562
	Iteration 14Q: 3 clusters Score -1891892 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1892258.500000 Penalty: 4752.726562
	Iteration 15Q: 3 clusters Score -1892258 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1892521.500000 Penalty: 4752.726562
	Iteration 16Q: 3 clusters Score -1892522 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1892680.875000 Penalty: 4752.726562
	Iteration 17Q: 3 clusters Score -1892681 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1892792.750000 Penalty: 4752.726562
	Iteration 18Q: 3 clusters Score -1892793 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1892865.375000 Penalty: 4752.726562
	Iteration 19Q: 3 clusters Score -1892865 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1892931.125000 Penalty: 4752.726562
	Iteration 20F: 3 clusters Score -1892931 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1892985.125000 Penalty: 4752.726562
	Iteration 21Q: 3 clusters Score -1892985 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1893037.125000 Penalty: 4752.726562
	Iteration 22Q: 3 clusters Score -1893037 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1893078.625000 Penalty: 4752.726562
	Iteration 23Q: 3 clusters Score -1893079 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1893103.375000 Penalty: 4752.726562
	Iteration 24Q: 3 clusters Score -1893103 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1893134.250000 Penalty: 4752.726562
	Iteration 25Q: 3 clusters Score -1893134 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1893160.000000 Penalty: 4752.726562
	Iteration 26Q: 3 clusters Score -1893160 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1893187.375000 Penalty: 4752.726562
	Iteration 27Q: 3 clusters Score -1893187 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1893214.750000 Penalty: 4752.726562
	Iteration 28Q: 3 clusters Score -1893215 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1893234.250000 Penalty: 4752.726562
	Iteration 29Q: 3 clusters Score -1893234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1893264.250000 Penalty: 4752.726562
	Iteration 30Q: 3 clusters Score -1893264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1893283.750000 Penalty: 4752.726562
	Iteration 31Q: 3 clusters Score -1893284 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1893308.000000 Penalty: 4752.726562
	Iteration 32Q: 3 clusters Score -1893308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1893317.125000 Penalty: 4752.726562
	Iteration 33Q: 3 clusters Score -1893317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1893329.125000 Penalty: 4752.726562
	Iteration 34Q: 3 clusters Score -1893329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1893339.125000 Penalty: 4752.726562
	Iteration 35Q: 3 clusters Score -1893339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1893345.500000 Penalty: 4752.726562
	Iteration 36Q: 3 clusters Score -1893346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1893354.625000 Penalty: 4752.726562
	Iteration 37Q: 3 clusters Score -1893355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1893356.875000 Penalty: 4752.726562
	Iteration 38Q: 3 clusters Score -1893357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1893360.625000 Penalty: 4752.726562
	Iteration 39Q: 3 clusters Score -1893361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1893377.125000 Penalty: 4752.726562
	Iteration 40F: 3 clusters Score -1893377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1893390.500000 Penalty: 4752.726562
	Iteration 41Q: 3 clusters Score -1893390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1893399.625000 Penalty: 4752.726562
	Iteration 42Q: 3 clusters Score -1893400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1893410.250000 Penalty: 4752.726562
	Iteration 43Q: 3 clusters Score -1893410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1893415.875000 Penalty: 4752.726562
	Iteration 44Q: 3 clusters Score -1893416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1893416.250000 Penalty: 4752.726562
	Iteration 45Q: 3 clusters Score -1893416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1893419.500000 Penalty: 4752.726562
	Iteration 46Q: 3 clusters Score -1893420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1893423.625000 Penalty: 4752.726562
	Iteration 47Q: 3 clusters Score -1893424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1893424.000000 Penalty: 4752.726562
	Iteration 48Q: 3 clusters Score -1893424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1893427.000000 Penalty: 4752.726562
	Iteration 49Q: 3 clusters Score -1893427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1893429.375000 Penalty: 4752.726562
	Iteration 50Q: 3 clusters Score -1893429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1893427.125000 Penalty: 4752.726562
	Iteration 51Q: 3 clusters Score -1893427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1893425.875000 Penalty: 4752.726562
	Iteration 52Q: 3 clusters Score -1893426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1893426.875000 Penalty: 4752.726562
	Iteration 53Q: 3 clusters Score -1893427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1893426.875000 Penalty: 4752.726562
	Iteration 54F: 3 clusters Score -1893427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -67235.914062 Penalty: 1586.438599
	Iteration 0F: 2 clusters Score -67235.91 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 287 members 
Entering Unmasked Estep 
Score: -65637.156250 Penalty: 3172.877197
	Iteration 0F: 3 clusters Score -65637.16 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65878.078125 Penalty: 3172.877197
	Iteration 1F: 3 clusters Score -65878.08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66010.328125 Penalty: 3172.877197
	Iteration 2F: 3 clusters Score -66010.33 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66186.195312 Penalty: 3172.877197
	Iteration 3F: 3 clusters Score -66186.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66455.609375 Penalty: 3172.877197
	Iteration 4F: 3 clusters Score -66455.61 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -66807.593750 Penalty: 3172.877197
	Iteration 5F: 3 clusters Score -66807.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -67149.812500 Penalty: 3172.877197
	Iteration 6Q: 3 clusters Score -67149.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -67226.859375 Penalty: 3172.877197
	Iteration 7Q: 3 clusters Score -67226.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -67236.929688 Penalty: 3172.877197
	Iteration 8Q: 3 clusters Score -67236.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -67244.835938 Penalty: 3172.877197
	Iteration 9Q: 3 clusters Score -67244.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -67263.937500 Penalty: 3172.877197
	Iteration 10Q: 3 clusters Score -67263.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -67272.929688 Penalty: 3172.877197
	Iteration 11Q: 3 clusters Score -67272.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -67288.054688 Penalty: 3172.877197
	Iteration 12Q: 3 clusters Score -67288.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -67293.796875 Penalty: 3172.877197
	Iteration 13Q: 3 clusters Score -67293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67296.085938 Penalty: 3172.877197
	Iteration 14Q: 3 clusters Score -67296.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67296.085938 Penalty: 3172.877197
	Iteration 15F: 3 clusters Score -67296.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 13774 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276454 members 
Mstep: Class 8 contains 15881 members 
Mstep: Class 9 contains 27230 members 
Mstep: Class 10 contains 160692 members 
Mstep: Class 11 contains 437 members 
Mstep: Class 12 contains 14503 members 
Mstep: Class 13 contains 421 members 
Mstep: Class 14 contains 57089 members 
Mstep: Class 15 contains 41648 members 
Mstep: Class 16 contains 12454 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 29178 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6986 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 179 members 
Entering Unmasked Estep 
Score: -90831664.000000 Penalty: 80247.148438
Splitting cluster 13 changes total score from -90833304.000000 to -90831664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (57089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57089 members 
Entering Unmasked Estep 
Score: -7303389.000000 Penalty: 2716.187012
	Iteration 0F: 2 clusters Score -7303389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -7265271.500000 Penalty: 5432.374023
	Iteration 0F: 3 clusters Score -7265272 nChanged 26368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -7279846.000000 Penalty: 5432.374023
	Iteration 1F: 3 clusters Score -7279846 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -7280435.500000 Penalty: 5432.374023
	Iteration 2Q: 3 clusters Score -7280436 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -7281190.000000 Penalty: 5432.374023
	Iteration 3Q: 3 clusters Score -7281190 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -7282235.000000 Penalty: 5432.374023
	Iteration 4Q: 3 clusters Score -7282235 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -7284048.000000 Penalty: 5432.374023
	Iteration 5F: 3 clusters Score -7284048 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -7286843.500000 Penalty: 5432.374023
	Iteration 6F: 3 clusters Score -7286844 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -7290744.500000 Penalty: 5432.374023
	Iteration 7F: 3 clusters Score -7290744 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -7295063.500000 Penalty: 5432.374023
	Iteration 8F: 3 clusters Score -7295064 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53938 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -7298259.000000 Penalty: 5432.374023
	Iteration 9F: 3 clusters Score -7298259 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -7299867.500000 Penalty: 5432.374023
	Iteration 10Q: 3 clusters Score -7299868 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7300534.500000 Penalty: 5432.374023
	Iteration 11Q: 3 clusters Score -7300534 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7300771.500000 Penalty: 5432.374023
	Iteration 12Q: 3 clusters Score -7300772 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7300862.000000 Penalty: 5432.374023
	Iteration 13Q: 3 clusters Score -7300862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7300910.500000 Penalty: 5432.374023
	Iteration 14Q: 3 clusters Score -7300910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7300947.000000 Penalty: 5432.374023
	Iteration 15Q: 3 clusters Score -7300947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7300980.000000 Penalty: 5432.374023
	Iteration 16Q: 3 clusters Score -7300980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7301006.500000 Penalty: 5432.374023
	Iteration 17Q: 3 clusters Score -7301006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7301014.500000 Penalty: 5432.374023
	Iteration 18Q: 3 clusters Score -7301014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7301019.000000 Penalty: 5432.374023
	Iteration 19Q: 3 clusters Score -7301019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56804 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7301021.000000 Penalty: 5432.374023
	Iteration 20F: 3 clusters Score -7301021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7301037.000000 Penalty: 5432.374023
	Iteration 21Q: 3 clusters Score -7301037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7301038.500000 Penalty: 5432.374023
	Iteration 22Q: 3 clusters Score -7301038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7301043.000000 Penalty: 5432.374023
	Iteration 23Q: 3 clusters Score -7301043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7301044.000000 Penalty: 5432.374023
	Iteration 24Q: 3 clusters Score -7301044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7301044.000000 Penalty: 5432.374023
	Iteration 25F: 3 clusters Score -7301044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Entering Unmasked Estep 
Score: -5428053.500000 Penalty: 2637.978027
	Iteration 0F: 2 clusters Score -5428054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -5399805.000000 Penalty: 5275.956055
	Iteration 0F: 3 clusters Score -5399805 nChanged 19085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -5410321.500000 Penalty: 5275.956055
	Iteration 1F: 3 clusters Score -5410322 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -5410831.500000 Penalty: 5275.956055
	Iteration 2Q: 3 clusters Score -5410832 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -5411383.500000 Penalty: 5275.956055
	Iteration 3Q: 3 clusters Score -5411384 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -5412010.500000 Penalty: 5275.956055
	Iteration 4Q: 3 clusters Score -5412010 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -5412769.500000 Penalty: 5275.956055
	Iteration 5Q: 3 clusters Score -5412770 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -5413809.500000 Penalty: 5275.956055
	Iteration 6F: 3 clusters Score -5413810 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -5415309.500000 Penalty: 5275.956055
	Iteration 7F: 3 clusters Score -5415310 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -5417254.000000 Penalty: 5275.956055
	Iteration 8F: 3 clusters Score -5417254 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -5419389.000000 Penalty: 5275.956055
	Iteration 9F: 3 clusters Score -5419389 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -5421322.500000 Penalty: 5275.956055
	Iteration 10F: 3 clusters Score -5421322 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -5422832.500000 Penalty: 5275.956055
	Iteration 11Q: 3 clusters Score -5422832 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -5423803.000000 Penalty: 5275.956055
	Iteration 12Q: 3 clusters Score -5423803 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -5424440.500000 Penalty: 5275.956055
	Iteration 13Q: 3 clusters Score -5424440 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -5424828.000000 Penalty: 5275.956055
	Iteration 14Q: 3 clusters Score -5424828 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5425087.500000 Penalty: 5275.956055
	Iteration 15Q: 3 clusters Score -5425088 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5425292.000000 Penalty: 5275.956055
	Iteration 16Q: 3 clusters Score -5425292 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5425443.500000 Penalty: 5275.956055
	Iteration 17Q: 3 clusters Score -5425444 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5425541.000000 Penalty: 5275.956055
	Iteration 18Q: 3 clusters Score -5425541 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5425640.000000 Penalty: 5275.956055
	Iteration 19Q: 3 clusters Score -5425640 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5425710.000000 Penalty: 5275.956055
	Iteration 20F: 3 clusters Score -5425710 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5425776.500000 Penalty: 5275.956055
	Iteration 21Q: 3 clusters Score -5425776 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5425799.500000 Penalty: 5275.956055
	Iteration 22Q: 3 clusters Score -5425800 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5425839.000000 Penalty: 5275.956055
	Iteration 23Q: 3 clusters Score -5425839 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5425867.500000 Penalty: 5275.956055
	Iteration 24Q: 3 clusters Score -5425868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5425872.500000 Penalty: 5275.956055
	Iteration 25Q: 3 clusters Score -5425872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5425891.000000 Penalty: 5275.956055
	Iteration 26Q: 3 clusters Score -5425891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5425906.500000 Penalty: 5275.956055
	Iteration 27Q: 3 clusters Score -5425906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5425913.000000 Penalty: 5275.956055
	Iteration 28Q: 3 clusters Score -5425913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5425923.500000 Penalty: 5275.956055
	Iteration 29Q: 3 clusters Score -5425924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5425930.500000 Penalty: 5275.956055
	Iteration 30Q: 3 clusters Score -5425930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5425936.500000 Penalty: 5275.956055
	Iteration 31Q: 3 clusters Score -5425936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5425957.500000 Penalty: 5275.956055
	Iteration 32Q: 3 clusters Score -5425958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5425965.500000 Penalty: 5275.956055
	Iteration 33Q: 3 clusters Score -5425966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5425981.500000 Penalty: 5275.956055
	Iteration 34Q: 3 clusters Score -5425982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5425988.500000 Penalty: 5275.956055
	Iteration 35Q: 3 clusters Score -5425988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5425997.500000 Penalty: 5275.956055
	Iteration 36Q: 3 clusters Score -5425998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5426000.000000 Penalty: 5275.956055
	Iteration 37Q: 3 clusters Score -5426000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5426012.000000 Penalty: 5275.956055
	Iteration 38Q: 3 clusters Score -5426012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5426030.500000 Penalty: 5275.956055
	Iteration 39Q: 3 clusters Score -5426030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5426021.000000 Penalty: 5275.956055
	Iteration 40F: 3 clusters Score -5426021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5426023.000000 Penalty: 5275.956055
	Iteration 41Q: 3 clusters Score -5426023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5426026.500000 Penalty: 5275.956055
	Iteration 42Q: 3 clusters Score -5426026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5426031.500000 Penalty: 5275.956055
	Iteration 43Q: 3 clusters Score -5426032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5426039.500000 Penalty: 5275.956055
	Iteration 44Q: 3 clusters Score -5426040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5426045.000000 Penalty: 5275.956055
	Iteration 45Q: 3 clusters Score -5426045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5426043.000000 Penalty: 5275.956055
	Iteration 46Q: 3 clusters Score -5426043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5426037.000000 Penalty: 5275.956055
	Iteration 47Q: 3 clusters Score -5426037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5426040.500000 Penalty: 5275.956055
	Iteration 48Q: 3 clusters Score -5426040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5426047.500000 Penalty: 5275.956055
	Iteration 49Q: 3 clusters Score -5426048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5426047.500000 Penalty: 5275.956055
	Iteration 50Q: 3 clusters Score -5426048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5426052.500000 Penalty: 5275.956055
	Iteration 51Q: 3 clusters Score -5426052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5426052.500000 Penalty: 5275.956055
	Iteration 52Q: 3 clusters Score -5426052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5426055.000000 Penalty: 5275.956055
	Iteration 53Q: 3 clusters Score -5426055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5426059.000000 Penalty: 5275.956055
	Iteration 54Q: 3 clusters Score -5426059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5426059.000000 Penalty: 5275.956055
	Iteration 55F: 3 clusters Score -5426059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Entering Unmasked Estep 
Score: -1551760.875000 Penalty: 2338.589600
	Iteration 0F: 2 clusters Score -1551761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1542503.375000 Penalty: 4677.179199
	Iteration 0F: 3 clusters Score -1542503 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1545316.625000 Penalty: 4677.179199
	Iteration 1F: 3 clusters Score -1545317 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1545660.000000 Penalty: 4677.179199
	Iteration 2F: 3 clusters Score -1545660 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1545938.375000 Penalty: 4677.179199
	Iteration 3Q: 3 clusters Score -1545938 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1546193.375000 Penalty: 4677.179199
	Iteration 4Q: 3 clusters Score -1546193 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1546441.875000 Penalty: 4677.179199
	Iteration 5Q: 3 clusters Score -1546442 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1546682.875000 Penalty: 4677.179199
	Iteration 6Q: 3 clusters Score -1546683 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1546920.000000 Penalty: 4677.179199
	Iteration 7Q: 3 clusters Score -1546920 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1547156.750000 Penalty: 4677.179199
	Iteration 8Q: 3 clusters Score -1547157 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1547357.000000 Penalty: 4677.179199
	Iteration 9Q: 3 clusters Score -1547357 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1547537.125000 Penalty: 4677.179199
	Iteration 10Q: 3 clusters Score -1547537 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1547686.500000 Penalty: 4677.179199
	Iteration 11Q: 3 clusters Score -1547686 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1547823.500000 Penalty: 4677.179199
	Iteration 12Q: 3 clusters Score -1547824 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1547973.000000 Penalty: 4677.179199
	Iteration 13Q: 3 clusters Score -1547973 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1548065.000000 Penalty: 4677.179199
	Iteration 14Q: 3 clusters Score -1548065 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1548133.500000 Penalty: 4677.179199
	Iteration 15Q: 3 clusters Score -1548134 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1548171.875000 Penalty: 4677.179199
	Iteration 16Q: 3 clusters Score -1548172 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1548211.125000 Penalty: 4677.179199
	Iteration 17Q: 3 clusters Score -1548211 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1548249.500000 Penalty: 4677.179199
	Iteration 18Q: 3 clusters Score -1548250 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1548277.625000 Penalty: 4677.179199
	Iteration 19Q: 3 clusters Score -1548278 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1548312.125000 Penalty: 4677.179199
	Iteration 20F: 3 clusters Score -1548312 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1548342.625000 Penalty: 4677.179199
	Iteration 21Q: 3 clusters Score -1548343 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1548371.625000 Penalty: 4677.179199
	Iteration 22Q: 3 clusters Score -1548372 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1548391.125000 Penalty: 4677.179199
	Iteration 23Q: 3 clusters Score -1548391 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1548408.000000 Penalty: 4677.179199
	Iteration 24Q: 3 clusters Score -1548408 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1548410.750000 Penalty: 4677.179199
	Iteration 25Q: 3 clusters Score -1548411 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1548431.875000 Penalty: 4677.179199
	Iteration 26Q: 3 clusters Score -1548432 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1548454.750000 Penalty: 4677.179199
	Iteration 27Q: 3 clusters Score -1548455 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1548477.750000 Penalty: 4677.179199
	Iteration 28Q: 3 clusters Score -1548478 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1548494.375000 Penalty: 4677.179199
	Iteration 29Q: 3 clusters Score -1548494 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1548521.750000 Penalty: 4677.179199
	Iteration 30Q: 3 clusters Score -1548522 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1548550.750000 Penalty: 4677.179199
	Iteration 31Q: 3 clusters Score -1548551 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1548582.125000 Penalty: 4677.179199
	Iteration 32Q: 3 clusters Score -1548582 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1548623.750000 Penalty: 4677.179199
	Iteration 33Q: 3 clusters Score -1548624 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1548683.125000 Penalty: 4677.179199
	Iteration 34Q: 3 clusters Score -1548683 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1548748.875000 Penalty: 4677.179199
	Iteration 35Q: 3 clusters Score -1548749 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1548808.875000 Penalty: 4677.179199
	Iteration 36Q: 3 clusters Score -1548809 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1548855.750000 Penalty: 4677.179199
	Iteration 37Q: 3 clusters Score -1548856 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1548925.250000 Penalty: 4677.179199
	Iteration 38Q: 3 clusters Score -1548925 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1548995.875000 Penalty: 4677.179199
	Iteration 39Q: 3 clusters Score -1548996 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1549064.250000 Penalty: 4677.179199
	Iteration 40F: 3 clusters Score -1549064 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1549131.625000 Penalty: 4677.179199
	Iteration 41Q: 3 clusters Score -1549132 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1549210.375000 Penalty: 4677.179199
	Iteration 42Q: 3 clusters Score -1549210 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1549300.875000 Penalty: 4677.179199
	Iteration 43Q: 3 clusters Score -1549301 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1549424.250000 Penalty: 4677.179199
	Iteration 44Q: 3 clusters Score -1549424 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1549542.125000 Penalty: 4677.179199
	Iteration 45Q: 3 clusters Score -1549542 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1549631.000000 Penalty: 4677.179199
	Iteration 46Q: 3 clusters Score -1549631 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1549681.250000 Penalty: 4677.179199
	Iteration 47Q: 3 clusters Score -1549681 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1549722.375000 Penalty: 4677.179199
	Iteration 48Q: 3 clusters Score -1549722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1549741.875000 Penalty: 4677.179199
	Iteration 49Q: 3 clusters Score -1549742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1549761.750000 Penalty: 4677.179199
	Iteration 50Q: 3 clusters Score -1549762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1549785.250000 Penalty: 4677.179199
	Iteration 51Q: 3 clusters Score -1549785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1549807.750000 Penalty: 4677.179199
	Iteration 52Q: 3 clusters Score -1549808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1549821.500000 Penalty: 4677.179199
	Iteration 53Q: 3 clusters Score -1549822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1549833.375000 Penalty: 4677.179199
	Iteration 54Q: 3 clusters Score -1549833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1549842.500000 Penalty: 4677.179199
	Iteration 55Q: 3 clusters Score -1549842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1549856.250000 Penalty: 4677.179199
	Iteration 56Q: 3 clusters Score -1549856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1549861.625000 Penalty: 4677.179199
	Iteration 57Q: 3 clusters Score -1549862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1549871.000000 Penalty: 4677.179199
	Iteration 58Q: 3 clusters Score -1549871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1549878.500000 Penalty: 4677.179199
	Iteration 59Q: 3 clusters Score -1549878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1549895.625000 Penalty: 4677.179199
	Iteration 60F: 3 clusters Score -1549896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1549898.625000 Penalty: 4677.179199
	Iteration 61Q: 3 clusters Score -1549899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1549900.625000 Penalty: 4677.179199
	Iteration 62Q: 3 clusters Score -1549901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1549905.750000 Penalty: 4677.179199
	Iteration 63Q: 3 clusters Score -1549906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1549904.625000 Penalty: 4677.179199
	Iteration 64Q: 3 clusters Score -1549905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1549905.500000 Penalty: 4677.179199
	Iteration 65Q: 3 clusters Score -1549906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1549908.625000 Penalty: 4677.179199
	Iteration 66Q: 3 clusters Score -1549909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1549907.875000 Penalty: 4677.179199
	Iteration 67Q: 3 clusters Score -1549908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1549910.000000 Penalty: 4677.179199
	Iteration 68Q: 3 clusters Score -1549910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1549913.250000 Penalty: 4677.179199
	Iteration 69Q: 3 clusters Score -1549913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1549913.750000 Penalty: 4677.179199
	Iteration 70Q: 3 clusters Score -1549914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1549913.125000 Penalty: 4677.179199
	Iteration 71Q: 3 clusters Score -1549913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1549913.625000 Penalty: 4677.179199
	Iteration 72Q: 3 clusters Score -1549914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1549915.125000 Penalty: 4677.179199
	Iteration 73Q: 3 clusters Score -1549915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1549918.875000 Penalty: 4677.179199
	Iteration 74Q: 3 clusters Score -1549919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1549917.750000 Penalty: 4677.179199
	Iteration 75Q: 3 clusters Score -1549918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1549919.250000 Penalty: 4677.179199
	Iteration 76Q: 3 clusters Score -1549919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1549920.375000 Penalty: 4677.179199
	Iteration 77Q: 3 clusters Score -1549920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1549920.375000 Penalty: 4677.179199
	Iteration 78F: 3 clusters Score -1549920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -806120.312500 Penalty: 2174.452148
	Iteration 0F: 2 clusters Score -806120.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -800684.125000 Penalty: 4348.904297
	Iteration 0F: 3 clusters Score -800684.1 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -802002.312500 Penalty: 4348.904297
	Iteration 1F: 3 clusters Score -802002.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -802196.187500 Penalty: 4348.904297
	Iteration 2F: 3 clusters Score -802196.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -802327.000000 Penalty: 4348.904297
	Iteration 3Q: 3 clusters Score -802327 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -802434.875000 Penalty: 4348.904297
	Iteration 4Q: 3 clusters Score -802434.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -802522.875000 Penalty: 4348.904297
	Iteration 5Q: 3 clusters Score -802522.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -802635.812500 Penalty: 4348.904297
	Iteration 6Q: 3 clusters Score -802635.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -802797.500000 Penalty: 4348.904297
	Iteration 7Q: 3 clusters Score -802797.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -803062.187500 Penalty: 4348.904297
	Iteration 8Q: 3 clusters Score -803062.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -803398.375000 Penalty: 4348.904297
	Iteration 9F: 3 clusters Score -803398.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -803737.312500 Penalty: 4348.904297
	Iteration 10F: 3 clusters Score -803737.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -803994.375000 Penalty: 4348.904297
	Iteration 11F: 3 clusters Score -803994.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -804210.750000 Penalty: 4348.904297
	Iteration 12Q: 3 clusters Score -804210.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -804390.875000 Penalty: 4348.904297
	Iteration 13Q: 3 clusters Score -804390.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -804518.312500 Penalty: 4348.904297
	Iteration 14Q: 3 clusters Score -804518.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -804604.000000 Penalty: 4348.904297
	Iteration 15Q: 3 clusters Score -804604 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -804671.937500 Penalty: 4348.904297
	Iteration 16Q: 3 clusters Score -804671.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -804726.437500 Penalty: 4348.904297
	Iteration 17Q: 3 clusters Score -804726.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -804768.250000 Penalty: 4348.904297
	Iteration 18Q: 3 clusters Score -804768.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -804796.812500 Penalty: 4348.904297
	Iteration 19Q: 3 clusters Score -804796.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -804818.375000 Penalty: 4348.904297
	Iteration 20F: 3 clusters Score -804818.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -804835.875000 Penalty: 4348.904297
	Iteration 21Q: 3 clusters Score -804835.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -804851.062500 Penalty: 4348.904297
	Iteration 22Q: 3 clusters Score -804851.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -804863.687500 Penalty: 4348.904297
	Iteration 23Q: 3 clusters Score -804863.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -804878.750000 Penalty: 4348.904297
	Iteration 24Q: 3 clusters Score -804878.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -804890.437500 Penalty: 4348.904297
	Iteration 25Q: 3 clusters Score -804890.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -804901.187500 Penalty: 4348.904297
	Iteration 26Q: 3 clusters Score -804901.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -804907.500000 Penalty: 4348.904297
	Iteration 27Q: 3 clusters Score -804907.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -804913.312500 Penalty: 4348.904297
	Iteration 28Q: 3 clusters Score -804913.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -804917.375000 Penalty: 4348.904297
	Iteration 29Q: 3 clusters Score -804917.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -804921.687500 Penalty: 4348.904297
	Iteration 30Q: 3 clusters Score -804921.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -804924.437500 Penalty: 4348.904297
	Iteration 31Q: 3 clusters Score -804924.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -804928.062500 Penalty: 4348.904297
	Iteration 32Q: 3 clusters Score -804928.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -804929.750000 Penalty: 4348.904297
	Iteration 33Q: 3 clusters Score -804929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -804929.750000 Penalty: 4348.904297
	Iteration 34F: 3 clusters Score -804929.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Entering Unmasked Estep 
Score: -3509113.000000 Penalty: 2549.730225
	Iteration 0F: 2 clusters Score -3509113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3489095.250000 Penalty: 5099.460449
	Iteration 0F: 3 clusters Score -3489095 nChanged 13205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3496583.750000 Penalty: 5099.460449
	Iteration 1F: 3 clusters Score -3496584 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3497179.000000 Penalty: 5099.460449
	Iteration 2F: 3 clusters Score -3497179 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3497784.000000 Penalty: 5099.460449
	Iteration 3Q: 3 clusters Score -3497784 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -3498532.500000 Penalty: 5099.460449
	Iteration 4Q: 3 clusters Score -3498532 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -3499546.000000 Penalty: 5099.460449
	Iteration 5F: 3 clusters Score -3499546 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -3500678.500000 Penalty: 5099.460449
	Iteration 6F: 3 clusters Score -3500678 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -3502060.500000 Penalty: 5099.460449
	Iteration 7F: 3 clusters Score -3502060 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3503274.250000 Penalty: 5099.460449
	Iteration 8F: 3 clusters Score -3503274 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3504096.750000 Penalty: 5099.460449
	Iteration 9Q: 3 clusters Score -3504097 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -3504670.500000 Penalty: 5099.460449
	Iteration 10Q: 3 clusters Score -3504670 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3505038.750000 Penalty: 5099.460449
	Iteration 11Q: 3 clusters Score -3505039 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -3505286.500000 Penalty: 5099.460449
	Iteration 12Q: 3 clusters Score -3505286 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -3505475.000000 Penalty: 5099.460449
	Iteration 13Q: 3 clusters Score -3505475 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -3505643.750000 Penalty: 5099.460449
	Iteration 14Q: 3 clusters Score -3505644 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -3505810.500000 Penalty: 5099.460449
	Iteration 15Q: 3 clusters Score -3505810 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3505993.500000 Penalty: 5099.460449
	Iteration 16Q: 3 clusters Score -3505994 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -3506200.000000 Penalty: 5099.460449
	Iteration 17Q: 3 clusters Score -3506200 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3506370.250000 Penalty: 5099.460449
	Iteration 18Q: 3 clusters Score -3506370 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -3506541.750000 Penalty: 5099.460449
	Iteration 19Q: 3 clusters Score -3506542 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -3506740.000000 Penalty: 5099.460449
	Iteration 20F: 3 clusters Score -3506740 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -3506912.500000 Penalty: 5099.460449
	Iteration 21Q: 3 clusters Score -3506912 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -3507060.000000 Penalty: 5099.460449
	Iteration 22Q: 3 clusters Score -3507060 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -3507197.250000 Penalty: 5099.460449
	Iteration 23Q: 3 clusters Score -3507197 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -3507296.000000 Penalty: 5099.460449
	Iteration 24Q: 3 clusters Score -3507296 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -3507387.250000 Penalty: 5099.460449
	Iteration 25Q: 3 clusters Score -3507387 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -3507452.250000 Penalty: 5099.460449
	Iteration 26Q: 3 clusters Score -3507452 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3507505.000000 Penalty: 5099.460449
	Iteration 27Q: 3 clusters Score -3507505 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -3507560.000000 Penalty: 5099.460449
	Iteration 28Q: 3 clusters Score -3507560 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3507611.500000 Penalty: 5099.460449
	Iteration 29Q: 3 clusters Score -3507612 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3507634.500000 Penalty: 5099.460449
	Iteration 30Q: 3 clusters Score -3507634 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -3507651.000000 Penalty: 5099.460449
	Iteration 31Q: 3 clusters Score -3507651 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -3507654.750000 Penalty: 5099.460449
	Iteration 32Q: 3 clusters Score -3507655 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -3507661.750000 Penalty: 5099.460449
	Iteration 33Q: 3 clusters Score -3507662 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3507674.500000 Penalty: 5099.460449
	Iteration 34Q: 3 clusters Score -3507674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3507691.250000 Penalty: 5099.460449
	Iteration 35Q: 3 clusters Score -3507691 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -3507700.250000 Penalty: 5099.460449
	Iteration 36Q: 3 clusters Score -3507700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3507707.500000 Penalty: 5099.460449
	Iteration 37Q: 3 clusters Score -3507708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -3507722.250000 Penalty: 5099.460449
	Iteration 38Q: 3 clusters Score -3507722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -3507718.750000 Penalty: 5099.460449
	Iteration 39Q: 3 clusters Score -3507719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -3507718.500000 Penalty: 5099.460449
	Iteration 40F: 3 clusters Score -3507718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3507724.750000 Penalty: 5099.460449
	Iteration 41Q: 3 clusters Score -3507725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -3507723.750000 Penalty: 5099.460449
	Iteration 42Q: 3 clusters Score -3507724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3507729.250000 Penalty: 5099.460449
	Iteration 43Q: 3 clusters Score -3507729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3507725.000000 Penalty: 5099.460449
	Iteration 44Q: 3 clusters Score -3507725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3507723.500000 Penalty: 5099.460449
	Iteration 45Q: 3 clusters Score -3507724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -3507721.750000 Penalty: 5099.460449
	Iteration 46Q: 3 clusters Score -3507722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3507731.750000 Penalty: 5099.460449
	Iteration 47Q: 3 clusters Score -3507732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3507737.750000 Penalty: 5099.460449
	Iteration 48Q: 3 clusters Score -3507738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3507729.750000 Penalty: 5099.460449
	Iteration 49Q: 3 clusters Score -3507730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3507729.250000 Penalty: 5099.460449
	Iteration 50Q: 3 clusters Score -3507729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3507722.250000 Penalty: 5099.460449
	Iteration 51Q: 3 clusters Score -3507722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3507724.500000 Penalty: 5099.460449
	Iteration 52Q: 3 clusters Score -3507724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3507724.500000 Penalty: 5099.460449
	Iteration 53Q: 3 clusters Score -3507724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3507728.000000 Penalty: 5099.460449
	Iteration 54Q: 3 clusters Score -3507728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -3507729.500000 Penalty: 5099.460449
	Iteration 55Q: 3 clusters Score -3507730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3507724.750000 Penalty: 5099.460449
	Iteration 56Q: 3 clusters Score -3507725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3507725.750000 Penalty: 5099.460449
	Iteration 57Q: 3 clusters Score -3507726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3507721.000000 Penalty: 5099.460449
	Iteration 58Q: 3 clusters Score -3507721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -3507722.500000 Penalty: 5099.460449
	Iteration 59Q: 3 clusters Score -3507722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3507723.250000 Penalty: 5099.460449
	Iteration 60F: 3 clusters Score -3507723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3507722.000000 Penalty: 5099.460449
	Iteration 61Q: 3 clusters Score -3507722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3507723.250000 Penalty: 5099.460449
	Iteration 62Q: 3 clusters Score -3507723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -3507720.500000 Penalty: 5099.460449
	Iteration 63Q: 3 clusters Score -3507720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3507723.750000 Penalty: 5099.460449
	Iteration 64Q: 3 clusters Score -3507724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3507723.500000 Penalty: 5099.460449
	Iteration 65Q: 3 clusters Score -3507724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3507724.250000 Penalty: 5099.460449
	Iteration 66Q: 3 clusters Score -3507724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -3507723.750000 Penalty: 5099.460449
	Iteration 67Q: 3 clusters Score -3507724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -3507723.750000 Penalty: 5099.460449
	Iteration 68F: 3 clusters Score -3507724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -60407.566406 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -60407.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58919.410156 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -58919.41 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59072.808594 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -59072.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59107.429688 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -59107.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59137.835938 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -59137.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59153.355469 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -59153.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59156.976562 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -59156.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59156.976562 Penalty: 3080.457520
	Iteration 6F: 3 clusters Score -59156.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -86951.812500 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -86951.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85212.296875 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -85212.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85701.539062 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -85701.54 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -86063.273438 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -86063.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -86306.726562 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -86306.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -86481.171875 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -86481.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -86669.546875 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -86669.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -86899.195312 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -86899.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -86981.023438 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -86981.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -86993.546875 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -86993.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -86998.945312 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -86998.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -87000.015625 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -87000.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -87000.015625 Penalty: 3312.457520
	Iteration 11F: 3 clusters Score -87000.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 13774 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276454 members 
Mstep: Class 8 contains 15881 members 
Mstep: Class 9 contains 27230 members 
Mstep: Class 10 contains 160692 members 
Mstep: Class 11 contains 437 members 
Mstep: Class 12 contains 14503 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57089 members 
Mstep: Class 15 contains 41648 members 
Mstep: Class 16 contains 12454 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 29178 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 504 members 
Mstep: Class 21 contains 6986 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 291 members 
Entering Unmasked Estep 
Score: -90831696.000000 Penalty: 80247.148438
Splitting cluster 20 changes total score from -90833304.000000 to -90831696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (6986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Entering Unmasked Estep 
Score: -782478.750000 Penalty: 2195.212646
	Iteration 0F: 2 clusters Score -782478.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -776775.250000 Penalty: 4390.425293
	Iteration 0F: 3 clusters Score -776775.2 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -778459.125000 Penalty: 4390.425293
	Iteration 1F: 3 clusters Score -778459.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -778849.875000 Penalty: 4390.425293
	Iteration 2F: 3 clusters Score -778849.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -779192.187500 Penalty: 4390.425293
	Iteration 3F: 3 clusters Score -779192.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -779573.750000 Penalty: 4390.425293
	Iteration 4F: 3 clusters Score -779573.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -779979.375000 Penalty: 4390.425293
	Iteration 5F: 3 clusters Score -779979.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -780353.437500 Penalty: 4390.425293
	Iteration 6F: 3 clusters Score -780353.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -780638.375000 Penalty: 4390.425293
	Iteration 7Q: 3 clusters Score -780638.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -780885.062500 Penalty: 4390.425293
	Iteration 8Q: 3 clusters Score -780885.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -781079.812500 Penalty: 4390.425293
	Iteration 9Q: 3 clusters Score -781079.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -781212.750000 Penalty: 4390.425293
	Iteration 10Q: 3 clusters Score -781212.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -781317.812500 Penalty: 4390.425293
	Iteration 11Q: 3 clusters Score -781317.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -781402.750000 Penalty: 4390.425293
	Iteration 12Q: 3 clusters Score -781402.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -781472.875000 Penalty: 4390.425293
	Iteration 13Q: 3 clusters Score -781472.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -781530.625000 Penalty: 4390.425293
	Iteration 14Q: 3 clusters Score -781530.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -781556.187500 Penalty: 4390.425293
	Iteration 15Q: 3 clusters Score -781556.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -781575.000000 Penalty: 4390.425293
	Iteration 16Q: 3 clusters Score -781575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -781587.875000 Penalty: 4390.425293
	Iteration 17Q: 3 clusters Score -781587.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -781600.687500 Penalty: 4390.425293
	Iteration 18Q: 3 clusters Score -781600.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -781607.125000 Penalty: 4390.425293
	Iteration 19Q: 3 clusters Score -781607.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -781610.500000 Penalty: 4390.425293
	Iteration 20F: 3 clusters Score -781610.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -781614.625000 Penalty: 4390.425293
	Iteration 21Q: 3 clusters Score -781614.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -781616.812500 Penalty: 4390.425293
	Iteration 22Q: 3 clusters Score -781616.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -781617.812500 Penalty: 4390.425293
	Iteration 23Q: 3 clusters Score -781617.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -781620.062500 Penalty: 4390.425293
	Iteration 24Q: 3 clusters Score -781620.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -781623.562500 Penalty: 4390.425293
	Iteration 25Q: 3 clusters Score -781623.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -781623.312500 Penalty: 4390.425293
	Iteration 26Q: 3 clusters Score -781623.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -781622.625000 Penalty: 4390.425293
	Iteration 27Q: 3 clusters Score -781622.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -781623.937500 Penalty: 4390.425293
	Iteration 28Q: 3 clusters Score -781623.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -781623.937500 Penalty: 4390.425293
	Iteration 29F: 3 clusters Score -781623.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -80394.492188 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -80394.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78691.531250 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -78691.53 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -79103.789062 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -79103.79 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -79393.203125 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -79393.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -79624.531250 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -79624.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -79857.085938 Penalty: 3274.210205
	Iteration 4F: 3 clusters Score -79857.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -79934.640625 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -79934.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80021.507812 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -80021.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80072.414062 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -80072.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80088.203125 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -80088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80090.367188 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -80090.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80091.609375 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -80091.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80091.609375 Penalty: 3274.210205
	Iteration 11F: 3 clusters Score -80091.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -292102.187500 Penalty: 1921.296875
	Iteration 0F: 2 clusters Score -292102.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -289273.500000 Penalty: 3842.593750
	Iteration 0F: 3 clusters Score -289273.5 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -289791.000000 Penalty: 3842.593750
	Iteration 1F: 3 clusters Score -289791 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -289943.750000 Penalty: 3842.593750
	Iteration 2F: 3 clusters Score -289943.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -290046.656250 Penalty: 3842.593750
	Iteration 3F: 3 clusters Score -290046.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -290116.250000 Penalty: 3842.593750
	Iteration 4Q: 3 clusters Score -290116.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -290153.625000 Penalty: 3842.593750
	Iteration 5Q: 3 clusters Score -290153.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -290182.468750 Penalty: 3842.593750
	Iteration 6Q: 3 clusters Score -290182.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -290210.593750 Penalty: 3842.593750
	Iteration 7Q: 3 clusters Score -290210.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -290227.875000 Penalty: 3842.593750
	Iteration 8Q: 3 clusters Score -290227.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -290245.250000 Penalty: 3842.593750
	Iteration 9Q: 3 clusters Score -290245.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -290259.375000 Penalty: 3842.593750
	Iteration 10Q: 3 clusters Score -290259.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -290273.125000 Penalty: 3842.593750
	Iteration 11Q: 3 clusters Score -290273.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -290287.750000 Penalty: 3842.593750
	Iteration 12Q: 3 clusters Score -290287.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -290299.281250 Penalty: 3842.593750
	Iteration 13Q: 3 clusters Score -290299.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -290311.718750 Penalty: 3842.593750
	Iteration 14Q: 3 clusters Score -290311.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -290320.000000 Penalty: 3842.593750
	Iteration 15Q: 3 clusters Score -290320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -290329.187500 Penalty: 3842.593750
	Iteration 16Q: 3 clusters Score -290329.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -290337.875000 Penalty: 3842.593750
	Iteration 17Q: 3 clusters Score -290337.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -290342.437500 Penalty: 3842.593750
	Iteration 18Q: 3 clusters Score -290342.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -290346.156250 Penalty: 3842.593750
	Iteration 19Q: 3 clusters Score -290346.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -290348.562500 Penalty: 3842.593750
	Iteration 20F: 3 clusters Score -290348.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -290350.531250 Penalty: 3842.593750
	Iteration 21Q: 3 clusters Score -290350.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -290353.468750 Penalty: 3842.593750
	Iteration 22Q: 3 clusters Score -290353.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -290355.562500 Penalty: 3842.593750
	Iteration 23Q: 3 clusters Score -290355.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -290356.875000 Penalty: 3842.593750
	Iteration 24Q: 3 clusters Score -290356.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -290357.718750 Penalty: 3842.593750
	Iteration 25Q: 3 clusters Score -290357.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -290358.593750 Penalty: 3842.593750
	Iteration 26Q: 3 clusters Score -290358.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -290361.156250 Penalty: 3842.593750
	Iteration 27Q: 3 clusters Score -290361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -290361.750000 Penalty: 3842.593750
	Iteration 28Q: 3 clusters Score -290361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -290362.437500 Penalty: 3842.593750
	Iteration 29Q: 3 clusters Score -290362.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -290364.062500 Penalty: 3842.593750
	Iteration 30Q: 3 clusters Score -290364.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -290368.750000 Penalty: 3842.593750
	Iteration 31Q: 3 clusters Score -290368.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -290374.218750 Penalty: 3842.593750
	Iteration 32Q: 3 clusters Score -290374.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -290379.343750 Penalty: 3842.593750
	Iteration 33Q: 3 clusters Score -290379.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -290384.875000 Penalty: 3842.593750
	Iteration 34Q: 3 clusters Score -290384.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -290389.656250 Penalty: 3842.593750
	Iteration 35Q: 3 clusters Score -290389.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -290395.906250 Penalty: 3842.593750
	Iteration 36Q: 3 clusters Score -290395.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -290401.437500 Penalty: 3842.593750
	Iteration 37Q: 3 clusters Score -290401.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -290402.937500 Penalty: 3842.593750
	Iteration 38Q: 3 clusters Score -290402.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -290407.750000 Penalty: 3842.593750
	Iteration 39Q: 3 clusters Score -290407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -290408.562500 Penalty: 3842.593750
	Iteration 40F: 3 clusters Score -290408.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -290408.625000 Penalty: 3842.593750
	Iteration 41Q: 3 clusters Score -290408.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -290408.625000 Penalty: 3842.593750
	Iteration 42F: 3 clusters Score -290408.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 13774 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276454 members 
Mstep: Class 8 contains 15881 members 
Mstep: Class 9 contains 27230 members 
Mstep: Class 10 contains 160692 members 
Mstep: Class 11 contains 437 members 
Mstep: Class 12 contains 14503 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57089 members 
Mstep: Class 15 contains 41648 members 
Mstep: Class 16 contains 12454 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 29178 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6986 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833384.000000 Penalty: 76903.515625
Iteration 159Q: 24 clusters Score -9.083338e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 13774 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276454 members 
Mstep: Class 8 contains 15899 members 
Mstep: Class 9 contains 27216 members 
Mstep: Class 10 contains 160690 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14502 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57085 members 
Mstep: Class 15 contains 41648 members 
Mstep: Class 16 contains 12454 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 29179 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6986 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833312.000000 Penalty: 76903.515625
Iteration 160F: 24 clusters Score -9.083331e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 13774 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276455 members 
Mstep: Class 8 contains 15914 members 
Mstep: Class 9 contains 27197 members 
Mstep: Class 10 contains 160692 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14502 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57082 members 
Mstep: Class 15 contains 41649 members 
Mstep: Class 16 contains 12454 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 29179 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6991 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833304.000000 Penalty: 76903.515625
Iteration 161Q: 24 clusters Score -9.08333e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 13775 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276458 members 
Mstep: Class 8 contains 15925 members 
Mstep: Class 9 contains 27190 members 
Mstep: Class 10 contains 160682 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14503 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57078 members 
Mstep: Class 15 contains 41651 members 
Mstep: Class 16 contains 12455 members 
Mstep: Class 17 contains 6424 members 
Mstep: Class 18 contains 29178 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6995 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833368.000000 Penalty: 76903.515625
Iteration 162Q: 24 clusters Score -9.083337e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 13777 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276464 members 
Mstep: Class 8 contains 15935 members 
Mstep: Class 9 contains 27188 members 
Mstep: Class 10 contains 160673 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14503 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57071 members 
Mstep: Class 15 contains 41652 members 
Mstep: Class 16 contains 12455 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 29180 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6995 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833432.000000 Penalty: 76903.515625
Iteration 163Q: 24 clusters Score -9.083343e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 13779 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276475 members 
Mstep: Class 8 contains 15946 members 
Mstep: Class 9 contains 27189 members 
Mstep: Class 10 contains 160658 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14502 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57063 members 
Mstep: Class 15 contains 41653 members 
Mstep: Class 16 contains 12453 members 
Mstep: Class 17 contains 6420 members 
Mstep: Class 18 contains 29180 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 6997 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833376.000000 Penalty: 76903.515625
Iteration 164Q: 24 clusters Score -9.083338e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 13780 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276488 members 
Mstep: Class 8 contains 15960 members 
Mstep: Class 9 contains 27178 members 
Mstep: Class 10 contains 160646 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14501 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57057 members 
Mstep: Class 15 contains 41651 members 
Mstep: Class 16 contains 12453 members 
Mstep: Class 17 contains 6419 members 
Mstep: Class 18 contains 29179 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7003 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833416.000000 Penalty: 76903.515625
Iteration 165Q: 24 clusters Score -9.083342e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 13781 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276493 members 
Mstep: Class 8 contains 15979 members 
Mstep: Class 9 contains 27162 members 
Mstep: Class 10 contains 160637 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14501 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57056 members 
Mstep: Class 15 contains 41651 members 
Mstep: Class 16 contains 12453 members 
Mstep: Class 17 contains 6415 members 
Mstep: Class 18 contains 29179 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7008 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833360.000000 Penalty: 76903.515625
Iteration 166Q: 24 clusters Score -9.083336e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 13784 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276498 members 
Mstep: Class 8 contains 15997 members 
Mstep: Class 9 contains 27150 members 
Mstep: Class 10 contains 160625 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14499 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57053 members 
Mstep: Class 15 contains 41653 members 
Mstep: Class 16 contains 12453 members 
Mstep: Class 17 contains 6412 members 
Mstep: Class 18 contains 29178 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7012 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833384.000000 Penalty: 76903.515625
Iteration 167Q: 24 clusters Score -9.083338e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5268 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276515 members 
Mstep: Class 8 contains 16012 members 
Mstep: Class 9 contains 27139 members 
Mstep: Class 10 contains 160613 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14497 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57053 members 
Mstep: Class 15 contains 41647 members 
Mstep: Class 16 contains 12452 members 
Mstep: Class 17 contains 6408 members 
Mstep: Class 18 contains 29179 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7014 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833344.000000 Penalty: 76903.515625
Iteration 168Q: 24 clusters Score -9.083334e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5269 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276525 members 
Mstep: Class 8 contains 16024 members 
Mstep: Class 9 contains 27133 members 
Mstep: Class 10 contains 160598 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14496 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57054 members 
Mstep: Class 15 contains 41645 members 
Mstep: Class 16 contains 12452 members 
Mstep: Class 17 contains 6404 members 
Mstep: Class 18 contains 29179 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7018 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833280.000000 Penalty: 76903.515625
Iteration 169Q: 24 clusters Score -9.083328e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5269 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276529 members 
Mstep: Class 8 contains 16034 members 
Mstep: Class 9 contains 27124 members 
Mstep: Class 10 contains 160598 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14495 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57051 members 
Mstep: Class 15 contains 41646 members 
Mstep: Class 16 contains 12447 members 
Mstep: Class 17 contains 6400 members 
Mstep: Class 18 contains 29184 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7022 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833344.000000 Penalty: 76903.515625
Iteration 170Q: 24 clusters Score -9.083334e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 5269 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276542 members 
Mstep: Class 8 contains 16044 members 
Mstep: Class 9 contains 27112 members 
Mstep: Class 10 contains 160591 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14493 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57044 members 
Mstep: Class 15 contains 41648 members 
Mstep: Class 16 contains 12444 members 
Mstep: Class 17 contains 6395 members 
Mstep: Class 18 contains 29184 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7030 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833328.000000 Penalty: 76903.515625
Iteration 171Q: 24 clusters Score -9.083333e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 5269 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276538 members 
Mstep: Class 8 contains 16068 members 
Mstep: Class 9 contains 27092 members 
Mstep: Class 10 contains 160591 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14494 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57042 members 
Mstep: Class 15 contains 41649 members 
Mstep: Class 16 contains 12442 members 
Mstep: Class 17 contains 6390 members 
Mstep: Class 18 contains 29187 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7034 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833272.000000 Penalty: 76903.515625
Iteration 172Q: 24 clusters Score -9.083327e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5269 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276538 members 
Mstep: Class 8 contains 16079 members 
Mstep: Class 9 contains 27081 members 
Mstep: Class 10 contains 160587 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14495 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57041 members 
Mstep: Class 15 contains 41648 members 
Mstep: Class 16 contains 12441 members 
Mstep: Class 17 contains 6386 members 
Mstep: Class 18 contains 29185 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833304.000000 Penalty: 76903.515625
Iteration 173Q: 24 clusters Score -9.08333e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5271 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276524 members 
Mstep: Class 8 contains 16100 members 
Mstep: Class 9 contains 27066 members 
Mstep: Class 10 contains 160591 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14496 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57041 members 
Mstep: Class 15 contains 41648 members 
Mstep: Class 16 contains 12442 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 29186 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7045 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833320.000000 Penalty: 76903.515625
Iteration 174Q: 24 clusters Score -9.083332e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5271 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276511 members 
Mstep: Class 8 contains 16121 members 
Mstep: Class 9 contains 27045 members 
Mstep: Class 10 contains 160601 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14496 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57039 members 
Mstep: Class 15 contains 41648 members 
Mstep: Class 16 contains 12441 members 
Mstep: Class 17 contains 6381 members 
Mstep: Class 18 contains 29186 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833272.000000 Penalty: 76903.515625
Iteration 175Q: 24 clusters Score -9.083327e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5271 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276500 members 
Mstep: Class 8 contains 16137 members 
Mstep: Class 9 contains 27028 members 
Mstep: Class 10 contains 160610 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14496 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57035 members 
Mstep: Class 15 contains 41648 members 
Mstep: Class 16 contains 12441 members 
Mstep: Class 17 contains 6381 members 
Mstep: Class 18 contains 29183 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7057 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833248.000000 Penalty: 76903.515625
Iteration 176Q: 24 clusters Score -9.083325e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 13788 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5271 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276494 members 
Mstep: Class 8 contains 16158 members 
Mstep: Class 9 contains 27007 members 
Mstep: Class 10 contains 160614 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14494 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57030 members 
Mstep: Class 15 contains 41649 members 
Mstep: Class 16 contains 12440 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 18 contains 29182 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833256.000000 Penalty: 76903.515625
Iteration 177Q: 24 clusters Score -9.083326e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 5271 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276495 members 
Mstep: Class 8 contains 16181 members 
Mstep: Class 9 contains 26991 members 
Mstep: Class 10 contains 160610 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14493 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57024 members 
Mstep: Class 15 contains 41649 members 
Mstep: Class 16 contains 12438 members 
Mstep: Class 17 contains 6379 members 
Mstep: Class 18 contains 29180 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7065 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833264.000000 Penalty: 76903.515625
Iteration 178Q: 24 clusters Score -9.083326e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5272 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276496 members 
Mstep: Class 8 contains 16202 members 
Mstep: Class 9 contains 26972 members 
Mstep: Class 10 contains 160610 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14493 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57020 members 
Mstep: Class 15 contains 41649 members 
Mstep: Class 16 contains 12435 members 
Mstep: Class 17 contains 6378 members 
Mstep: Class 18 contains 29181 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7069 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833304.000000 Penalty: 76903.515625
Iteration 179Q: 24 clusters Score -9.08333e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5272 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276497 members 
Mstep: Class 8 contains 16232 members 
Mstep: Class 9 contains 26950 members 
Mstep: Class 10 contains 160598 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14493 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57018 members 
Mstep: Class 15 contains 41650 members 
Mstep: Class 16 contains 12434 members 
Mstep: Class 17 contains 6377 members 
Mstep: Class 18 contains 29182 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7074 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833400.000000 Penalty: 76903.515625
Iteration 180F: 24 clusters Score -9.08334e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 13786 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 5272 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276507 members 
Mstep: Class 8 contains 16251 members 
Mstep: Class 9 contains 26938 members 
Mstep: Class 10 contains 160579 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14493 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57010 members 
Mstep: Class 15 contains 41652 members 
Mstep: Class 16 contains 12433 members 
Mstep: Class 17 contains 6376 members 
Mstep: Class 18 contains 29189 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7077 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833400.000000 Penalty: 76903.515625
Iteration 181Q: 24 clusters Score -9.08334e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 5272 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276508 members 
Mstep: Class 8 contains 16277 members 
Mstep: Class 9 contains 26918 members 
Mstep: Class 10 contains 160569 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14491 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57009 members 
Mstep: Class 15 contains 41653 members 
Mstep: Class 16 contains 12431 members 
Mstep: Class 17 contains 6375 members 
Mstep: Class 18 contains 29194 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7080 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833368.000000 Penalty: 76903.515625
Iteration 182Q: 24 clusters Score -9.083337e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 5272 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276512 members 
Mstep: Class 8 contains 16303 members 
Mstep: Class 9 contains 26892 members 
Mstep: Class 10 contains 160562 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14489 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57006 members 
Mstep: Class 15 contains 41655 members 
Mstep: Class 16 contains 12425 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29197 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7088 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833328.000000 Penalty: 76903.515625
Iteration 183Q: 24 clusters Score -9.083333e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 13784 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 5274 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276514 members 
Mstep: Class 8 contains 16341 members 
Mstep: Class 9 contains 26855 members 
Mstep: Class 10 contains 160557 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14487 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 57002 members 
Mstep: Class 15 contains 41654 members 
Mstep: Class 16 contains 12421 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29204 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7092 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833328.000000 Penalty: 76903.515625
Iteration 184Q: 24 clusters Score -9.083333e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 13784 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276522 members 
Mstep: Class 8 contains 16373 members 
Mstep: Class 9 contains 26821 members 
Mstep: Class 10 contains 160548 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14487 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56996 members 
Mstep: Class 15 contains 41655 members 
Mstep: Class 16 contains 12418 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29208 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7095 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833360.000000 Penalty: 76903.515625
Iteration 185Q: 24 clusters Score -9.083336e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13784 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276521 members 
Mstep: Class 8 contains 16402 members 
Mstep: Class 9 contains 26790 members 
Mstep: Class 10 contains 160548 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14487 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56993 members 
Mstep: Class 15 contains 41656 members 
Mstep: Class 16 contains 12417 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29207 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7099 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833408.000000 Penalty: 76903.515625
Iteration 186Q: 24 clusters Score -9.083341e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13784 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276520 members 
Mstep: Class 8 contains 16416 members 
Mstep: Class 9 contains 26775 members 
Mstep: Class 10 contains 160546 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14486 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56990 members 
Mstep: Class 15 contains 41656 members 
Mstep: Class 16 contains 12417 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29212 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7103 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833400.000000 Penalty: 76903.515625
Iteration 187Q: 24 clusters Score -9.08334e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13784 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276527 members 
Mstep: Class 8 contains 16430 members 
Mstep: Class 9 contains 26763 members 
Mstep: Class 10 contains 160540 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14485 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56985 members 
Mstep: Class 15 contains 41656 members 
Mstep: Class 16 contains 12417 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29211 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7107 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833368.000000 Penalty: 76903.515625
Iteration 188Q: 24 clusters Score -9.083337e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13784 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276529 members 
Mstep: Class 8 contains 16448 members 
Mstep: Class 9 contains 26743 members 
Mstep: Class 10 contains 160536 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14485 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56982 members 
Mstep: Class 15 contains 41656 members 
Mstep: Class 16 contains 12417 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29212 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7113 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833352.000000 Penalty: 76903.515625
Iteration 189Q: 24 clusters Score -9.083335e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13784 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276526 members 
Mstep: Class 8 contains 16474 members 
Mstep: Class 9 contains 26720 members 
Mstep: Class 10 contains 160533 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14487 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56980 members 
Mstep: Class 15 contains 41655 members 
Mstep: Class 16 contains 12417 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29215 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7115 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833392.000000 Penalty: 76903.515625
Iteration 190Q: 24 clusters Score -9.083339e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13785 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276528 members 
Mstep: Class 8 contains 16496 members 
Mstep: Class 9 contains 26703 members 
Mstep: Class 10 contains 160527 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14484 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56979 members 
Mstep: Class 15 contains 41656 members 
Mstep: Class 16 contains 12417 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29214 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7117 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833472.000000 Penalty: 76903.515625
Iteration 191Q: 24 clusters Score -9.083347e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276525 members 
Mstep: Class 8 contains 16522 members 
Mstep: Class 9 contains 26687 members 
Mstep: Class 10 contains 160516 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14485 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56977 members 
Mstep: Class 15 contains 41657 members 
Mstep: Class 16 contains 12417 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29212 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7121 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833504.000000 Penalty: 76903.515625
Iteration 192Q: 24 clusters Score -9.08335e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276527 members 
Mstep: Class 8 contains 16547 members 
Mstep: Class 9 contains 26665 members 
Mstep: Class 10 contains 160508 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14486 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56976 members 
Mstep: Class 15 contains 41659 members 
Mstep: Class 16 contains 12413 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29212 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7126 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833440.000000 Penalty: 76903.515625
Iteration 193Q: 24 clusters Score -9.083344e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276520 members 
Mstep: Class 8 contains 16573 members 
Mstep: Class 9 contains 26646 members 
Mstep: Class 10 contains 160504 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14484 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56976 members 
Mstep: Class 15 contains 41659 members 
Mstep: Class 16 contains 12409 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29217 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7130 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833424.000000 Penalty: 76903.515625
Iteration 194Q: 24 clusters Score -9.083342e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276507 members 
Mstep: Class 8 contains 16598 members 
Mstep: Class 9 contains 26635 members 
Mstep: Class 10 contains 160506 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14483 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56975 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12407 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29217 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7131 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833400.000000 Penalty: 76903.515625
Iteration 195Q: 24 clusters Score -9.08334e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13787 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276505 members 
Mstep: Class 8 contains 16621 members 
Mstep: Class 9 contains 26613 members 
Mstep: Class 10 contains 160499 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14483 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56975 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12407 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29221 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7135 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833408.000000 Penalty: 76903.515625
Iteration 196Q: 24 clusters Score -9.083341e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13789 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276505 members 
Mstep: Class 8 contains 16640 members 
Mstep: Class 9 contains 26598 members 
Mstep: Class 10 contains 160494 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14482 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56974 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12407 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29219 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7138 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833448.000000 Penalty: 76903.515625
Iteration 197Q: 24 clusters Score -9.083345e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276502 members 
Mstep: Class 8 contains 16660 members 
Mstep: Class 9 contains 26584 members 
Mstep: Class 10 contains 160493 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14482 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56973 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12405 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29216 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7141 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833416.000000 Penalty: 76903.515625
Iteration 198Q: 24 clusters Score -9.083342e+07 nChanged 56
Entering ConstructFrom: 
Score: -90833416.000000 Penalty: 76903.515625
Entering ConstructFrom: 
Trying to split cluster 1 (39580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Entering Unmasked Estep 
Score: -5072838.500000 Penalty: 2625.347656
	Iteration 0F: 2 clusters Score -5072838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -5046130.500000 Penalty: 5250.695312
	Iteration 0F: 3 clusters Score -5046130 nChanged 17958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -5055943.500000 Penalty: 5250.695312
	Iteration 1F: 3 clusters Score -5055944 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -5056543.000000 Penalty: 5250.695312
	Iteration 2Q: 3 clusters Score -5056543 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -5057275.000000 Penalty: 5250.695312
	Iteration 3Q: 3 clusters Score -5057275 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -5058248.500000 Penalty: 5250.695312
	Iteration 4Q: 3 clusters Score -5058248 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -5059462.000000 Penalty: 5250.695312
	Iteration 5F: 3 clusters Score -5059462 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -5061127.500000 Penalty: 5250.695312
	Iteration 6F: 3 clusters Score -5061128 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -5063152.500000 Penalty: 5250.695312
	Iteration 7F: 3 clusters Score -5063152 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -5065329.500000 Penalty: 5250.695312
	Iteration 8F: 3 clusters Score -5065330 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -5067309.000000 Penalty: 5250.695312
	Iteration 9F: 3 clusters Score -5067309 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -5068739.000000 Penalty: 5250.695312
	Iteration 10Q: 3 clusters Score -5068739 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -5069604.500000 Penalty: 5250.695312
	Iteration 11Q: 3 clusters Score -5069604 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -5070087.000000 Penalty: 5250.695312
	Iteration 12Q: 3 clusters Score -5070087 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -5070418.500000 Penalty: 5250.695312
	Iteration 13Q: 3 clusters Score -5070418 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -5070590.000000 Penalty: 5250.695312
	Iteration 14Q: 3 clusters Score -5070590 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -5070736.500000 Penalty: 5250.695312
	Iteration 15Q: 3 clusters Score -5070736 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -5070834.000000 Penalty: 5250.695312
	Iteration 16Q: 3 clusters Score -5070834 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -5070894.500000 Penalty: 5250.695312
	Iteration 17Q: 3 clusters Score -5070894 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -5070964.500000 Penalty: 5250.695312
	Iteration 18Q: 3 clusters Score -5070964 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -5071011.000000 Penalty: 5250.695312
	Iteration 19Q: 3 clusters Score -5071011 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -5071052.000000 Penalty: 5250.695312
	Iteration 20F: 3 clusters Score -5071052 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -5071081.000000 Penalty: 5250.695312
	Iteration 21Q: 3 clusters Score -5071081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -5071107.500000 Penalty: 5250.695312
	Iteration 22Q: 3 clusters Score -5071108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -5071129.000000 Penalty: 5250.695312
	Iteration 23Q: 3 clusters Score -5071129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -5071153.000000 Penalty: 5250.695312
	Iteration 24Q: 3 clusters Score -5071153 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -5071172.000000 Penalty: 5250.695312
	Iteration 25Q: 3 clusters Score -5071172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -5071184.500000 Penalty: 5250.695312
	Iteration 26Q: 3 clusters Score -5071184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -5071198.000000 Penalty: 5250.695312
	Iteration 27Q: 3 clusters Score -5071198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -5071196.500000 Penalty: 5250.695312
	Iteration 28Q: 3 clusters Score -5071196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -5071196.000000 Penalty: 5250.695312
	Iteration 29Q: 3 clusters Score -5071196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -5071203.000000 Penalty: 5250.695312
	Iteration 30Q: 3 clusters Score -5071203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -5071206.000000 Penalty: 5250.695312
	Iteration 31Q: 3 clusters Score -5071206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -5071205.500000 Penalty: 5250.695312
	Iteration 32Q: 3 clusters Score -5071206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -5071211.000000 Penalty: 5250.695312
	Iteration 33Q: 3 clusters Score -5071211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -5071204.500000 Penalty: 5250.695312
	Iteration 34Q: 3 clusters Score -5071204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -5071209.000000 Penalty: 5250.695312
	Iteration 35Q: 3 clusters Score -5071209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -5071213.000000 Penalty: 5250.695312
	Iteration 36Q: 3 clusters Score -5071213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -5071219.000000 Penalty: 5250.695312
	Iteration 37Q: 3 clusters Score -5071219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -5071228.000000 Penalty: 5250.695312
	Iteration 38Q: 3 clusters Score -5071228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -5071227.500000 Penalty: 5250.695312
	Iteration 39Q: 3 clusters Score -5071228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -5071229.000000 Penalty: 5250.695312
	Iteration 40F: 3 clusters Score -5071229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -5071231.000000 Penalty: 5250.695312
	Iteration 41Q: 3 clusters Score -5071231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -5071230.500000 Penalty: 5250.695312
	Iteration 42Q: 3 clusters Score -5071230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -5071230.500000 Penalty: 5250.695312
	Iteration 43Q: 3 clusters Score -5071230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -5071233.000000 Penalty: 5250.695312
	Iteration 44Q: 3 clusters Score -5071233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -5071245.000000 Penalty: 5250.695312
	Iteration 45Q: 3 clusters Score -5071245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -5071240.500000 Penalty: 5250.695312
	Iteration 46Q: 3 clusters Score -5071240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -5071244.500000 Penalty: 5250.695312
	Iteration 47Q: 3 clusters Score -5071244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -5071249.000000 Penalty: 5250.695312
	Iteration 48Q: 3 clusters Score -5071249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -5071248.500000 Penalty: 5250.695312
	Iteration 49Q: 3 clusters Score -5071248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -5071251.000000 Penalty: 5250.695312
	Iteration 50Q: 3 clusters Score -5071251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -5071252.000000 Penalty: 5250.695312
	Iteration 51Q: 3 clusters Score -5071252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -5071255.500000 Penalty: 5250.695312
	Iteration 52Q: 3 clusters Score -5071256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -5071252.500000 Penalty: 5250.695312
	Iteration 53Q: 3 clusters Score -5071252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -5071251.000000 Penalty: 5250.695312
	Iteration 54Q: 3 clusters Score -5071251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -5071255.500000 Penalty: 5250.695312
	Iteration 55Q: 3 clusters Score -5071256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -5071261.500000 Penalty: 5250.695312
	Iteration 56Q: 3 clusters Score -5071262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -5071261.500000 Penalty: 5250.695312
	Iteration 57F: 3 clusters Score -5071262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Entering Unmasked Estep 
Score: -1825337.500000 Penalty: 2363.861328
	Iteration 0F: 2 clusters Score -1825338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1815242.000000 Penalty: 4727.722656
	Iteration 0F: 3 clusters Score -1815242 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1818260.125000 Penalty: 4727.722656
	Iteration 1F: 3 clusters Score -1818260 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1818571.250000 Penalty: 4727.722656
	Iteration 2F: 3 clusters Score -1818571 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1818804.750000 Penalty: 4727.722656
	Iteration 3Q: 3 clusters Score -1818805 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1818986.750000 Penalty: 4727.722656
	Iteration 4Q: 3 clusters Score -1818987 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1819158.250000 Penalty: 4727.722656
	Iteration 5Q: 3 clusters Score -1819158 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1819327.125000 Penalty: 4727.722656
	Iteration 6Q: 3 clusters Score -1819327 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1819479.250000 Penalty: 4727.722656
	Iteration 7Q: 3 clusters Score -1819479 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1819640.875000 Penalty: 4727.722656
	Iteration 8Q: 3 clusters Score -1819641 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1819801.500000 Penalty: 4727.722656
	Iteration 9Q: 3 clusters Score -1819802 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1819992.875000 Penalty: 4727.722656
	Iteration 10Q: 3 clusters Score -1819993 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1820235.500000 Penalty: 4727.722656
	Iteration 11Q: 3 clusters Score -1820236 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1820535.875000 Penalty: 4727.722656
	Iteration 12Q: 3 clusters Score -1820536 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1820921.000000 Penalty: 4727.722656
	Iteration 13Q: 3 clusters Score -1820921 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1821394.750000 Penalty: 4727.722656
	Iteration 14Q: 3 clusters Score -1821395 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1821886.625000 Penalty: 4727.722656
	Iteration 15Q: 3 clusters Score -1821887 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1822295.875000 Penalty: 4727.722656
	Iteration 16Q: 3 clusters Score -1822296 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1822580.750000 Penalty: 4727.722656
	Iteration 17Q: 3 clusters Score -1822581 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1822787.875000 Penalty: 4727.722656
	Iteration 18Q: 3 clusters Score -1822788 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1822932.375000 Penalty: 4727.722656
	Iteration 19Q: 3 clusters Score -1822932 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1823018.750000 Penalty: 4727.722656
	Iteration 20F: 3 clusters Score -1823019 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1823077.375000 Penalty: 4727.722656
	Iteration 21Q: 3 clusters Score -1823077 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1823118.750000 Penalty: 4727.722656
	Iteration 22Q: 3 clusters Score -1823119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1823137.750000 Penalty: 4727.722656
	Iteration 23Q: 3 clusters Score -1823138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1823155.750000 Penalty: 4727.722656
	Iteration 24Q: 3 clusters Score -1823156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1823169.375000 Penalty: 4727.722656
	Iteration 25Q: 3 clusters Score -1823169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1823174.500000 Penalty: 4727.722656
	Iteration 26Q: 3 clusters Score -1823174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1823178.875000 Penalty: 4727.722656
	Iteration 27Q: 3 clusters Score -1823179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1823186.875000 Penalty: 4727.722656
	Iteration 28Q: 3 clusters Score -1823187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1823193.875000 Penalty: 4727.722656
	Iteration 29Q: 3 clusters Score -1823194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1823199.250000 Penalty: 4727.722656
	Iteration 30Q: 3 clusters Score -1823199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1823203.750000 Penalty: 4727.722656
	Iteration 31Q: 3 clusters Score -1823204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1823209.750000 Penalty: 4727.722656
	Iteration 32Q: 3 clusters Score -1823210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1823216.750000 Penalty: 4727.722656
	Iteration 33Q: 3 clusters Score -1823217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1823221.250000 Penalty: 4727.722656
	Iteration 34Q: 3 clusters Score -1823221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1823222.000000 Penalty: 4727.722656
	Iteration 35Q: 3 clusters Score -1823222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1823223.250000 Penalty: 4727.722656
	Iteration 36Q: 3 clusters Score -1823223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1823223.375000 Penalty: 4727.722656
	Iteration 37Q: 3 clusters Score -1823223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1823228.875000 Penalty: 4727.722656
	Iteration 38Q: 3 clusters Score -1823229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1823230.875000 Penalty: 4727.722656
	Iteration 39Q: 3 clusters Score -1823231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1823232.000000 Penalty: 4727.722656
	Iteration 40F: 3 clusters Score -1823232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1823239.125000 Penalty: 4727.722656
	Iteration 41Q: 3 clusters Score -1823239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1823243.375000 Penalty: 4727.722656
	Iteration 42Q: 3 clusters Score -1823243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1823250.250000 Penalty: 4727.722656
	Iteration 43Q: 3 clusters Score -1823250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1823253.875000 Penalty: 4727.722656
	Iteration 44Q: 3 clusters Score -1823254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1823256.125000 Penalty: 4727.722656
	Iteration 45Q: 3 clusters Score -1823256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1823256.125000 Penalty: 4727.722656
	Iteration 46F: 3 clusters Score -1823256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Entering Unmasked Estep 
Score: -150239.921875 Penalty: 1780.657349
	Iteration 0F: 2 clusters Score -150239.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -148184.390625 Penalty: 3561.314697
	Iteration 0F: 3 clusters Score -148184.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -148634.234375 Penalty: 3561.314697
	Iteration 1F: 3 clusters Score -148634.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -148761.484375 Penalty: 3561.314697
	Iteration 2F: 3 clusters Score -148761.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -148899.578125 Penalty: 3561.314697
	Iteration 3Q: 3 clusters Score -148899.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -149014.234375 Penalty: 3561.314697
	Iteration 4Q: 3 clusters Score -149014.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -149138.359375 Penalty: 3561.314697
	Iteration 5F: 3 clusters Score -149138.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -149246.921875 Penalty: 3561.314697
	Iteration 6Q: 3 clusters Score -149246.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -149337.937500 Penalty: 3561.314697
	Iteration 7Q: 3 clusters Score -149337.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -149402.078125 Penalty: 3561.314697
	Iteration 8Q: 3 clusters Score -149402.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -149512.046875 Penalty: 3561.314697
	Iteration 9Q: 3 clusters Score -149512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -149606.656250 Penalty: 3561.314697
	Iteration 10Q: 3 clusters Score -149606.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -149666.875000 Penalty: 3561.314697
	Iteration 11Q: 3 clusters Score -149666.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -149706.359375 Penalty: 3561.314697
	Iteration 12Q: 3 clusters Score -149706.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -149738.875000 Penalty: 3561.314697
	Iteration 13Q: 3 clusters Score -149738.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -149752.453125 Penalty: 3561.314697
	Iteration 14Q: 3 clusters Score -149752.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -149760.421875 Penalty: 3561.314697
	Iteration 15Q: 3 clusters Score -149760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -149769.000000 Penalty: 3561.314697
	Iteration 16Q: 3 clusters Score -149769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -149772.750000 Penalty: 3561.314697
	Iteration 17Q: 3 clusters Score -149772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -149776.984375 Penalty: 3561.314697
	Iteration 18Q: 3 clusters Score -149777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -149783.406250 Penalty: 3561.314697
	Iteration 19Q: 3 clusters Score -149783.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -149789.937500 Penalty: 3561.314697
	Iteration 20F: 3 clusters Score -149789.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -149799.375000 Penalty: 3561.314697
	Iteration 21Q: 3 clusters Score -149799.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -149806.515625 Penalty: 3561.314697
	Iteration 22Q: 3 clusters Score -149806.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -149813.484375 Penalty: 3561.314697
	Iteration 23Q: 3 clusters Score -149813.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -149816.812500 Penalty: 3561.314697
	Iteration 24Q: 3 clusters Score -149816.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -149816.812500 Penalty: 3561.314697
	Iteration 25F: 3 clusters Score -149816.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Entering Unmasked Estep 
Score: -691410.250000 Penalty: 2125.541992
	Iteration 0F: 2 clusters Score -691410.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -686770.750000 Penalty: 4251.083984
	Iteration 0F: 3 clusters Score -686770.8 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -687828.250000 Penalty: 4251.083984
	Iteration 1F: 3 clusters Score -687828.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -688032.437500 Penalty: 4251.083984
	Iteration 2F: 3 clusters Score -688032.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -688159.812500 Penalty: 4251.083984
	Iteration 3Q: 3 clusters Score -688159.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -688242.937500 Penalty: 4251.083984
	Iteration 4Q: 3 clusters Score -688242.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -688291.250000 Penalty: 4251.083984
	Iteration 5Q: 3 clusters Score -688291.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -688334.500000 Penalty: 4251.083984
	Iteration 6Q: 3 clusters Score -688334.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -688360.875000 Penalty: 4251.083984
	Iteration 7Q: 3 clusters Score -688360.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -688385.750000 Penalty: 4251.083984
	Iteration 8Q: 3 clusters Score -688385.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -688403.375000 Penalty: 4251.083984
	Iteration 9Q: 3 clusters Score -688403.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -688424.625000 Penalty: 4251.083984
	Iteration 10Q: 3 clusters Score -688424.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -688435.750000 Penalty: 4251.083984
	Iteration 11Q: 3 clusters Score -688435.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -688446.750000 Penalty: 4251.083984
	Iteration 12Q: 3 clusters Score -688446.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -688454.312500 Penalty: 4251.083984
	Iteration 13Q: 3 clusters Score -688454.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -688462.062500 Penalty: 4251.083984
	Iteration 14Q: 3 clusters Score -688462.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -688471.250000 Penalty: 4251.083984
	Iteration 15Q: 3 clusters Score -688471.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -688476.375000 Penalty: 4251.083984
	Iteration 16Q: 3 clusters Score -688476.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -688481.312500 Penalty: 4251.083984
	Iteration 17Q: 3 clusters Score -688481.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -688481.000000 Penalty: 4251.083984
	Iteration 18Q: 3 clusters Score -688481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -688481.687500 Penalty: 4251.083984
	Iteration 19Q: 3 clusters Score -688481.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -688482.625000 Penalty: 4251.083984
	Iteration 20F: 3 clusters Score -688482.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Entering Unmasked Estep 
Score: -285061.375000 Penalty: 1914.674561
	Iteration 0F: 2 clusters Score -285061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -282284.593750 Penalty: 3829.349121
	Iteration 0F: 3 clusters Score -282284.6 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -282826.062500 Penalty: 3829.349121
	Iteration 1F: 3 clusters Score -282826.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -282939.843750 Penalty: 3829.349121
	Iteration 2F: 3 clusters Score -282939.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -282993.156250 Penalty: 3829.349121
	Iteration 3Q: 3 clusters Score -282993.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -283030.781250 Penalty: 3829.349121
	Iteration 4Q: 3 clusters Score -283030.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -283057.093750 Penalty: 3829.349121
	Iteration 5Q: 3 clusters Score -283057.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -283075.031250 Penalty: 3829.349121
	Iteration 6Q: 3 clusters Score -283075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -283090.593750 Penalty: 3829.349121
	Iteration 7Q: 3 clusters Score -283090.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -283099.218750 Penalty: 3829.349121
	Iteration 8Q: 3 clusters Score -283099.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -283104.125000 Penalty: 3829.349121
	Iteration 9Q: 3 clusters Score -283104.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -283109.656250 Penalty: 3829.349121
	Iteration 10Q: 3 clusters Score -283109.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -283114.000000 Penalty: 3829.349121
	Iteration 11Q: 3 clusters Score -283114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -283115.125000 Penalty: 3829.349121
	Iteration 12Q: 3 clusters Score -283115.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -283117.906250 Penalty: 3829.349121
	Iteration 13Q: 3 clusters Score -283117.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -283119.906250 Penalty: 3829.349121
	Iteration 14Q: 3 clusters Score -283119.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -283123.406250 Penalty: 3829.349121
	Iteration 15Q: 3 clusters Score -283123.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -283125.343750 Penalty: 3829.349121
	Iteration 16Q: 3 clusters Score -283125.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -283125.531250 Penalty: 3829.349121
	Iteration 17Q: 3 clusters Score -283125.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -283126.250000 Penalty: 3829.349121
	Iteration 18Q: 3 clusters Score -283126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -283126.843750 Penalty: 3829.349121
	Iteration 19Q: 3 clusters Score -283126.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -283126.843750 Penalty: 3829.349121
	Iteration 20F: 3 clusters Score -283126.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -62437.324219 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -62437.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60834.742188 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -60834.74 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61090.628906 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -61090.63 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61256.050781 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -61256.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61442.992188 Penalty: 3159.470947
	Iteration 3F: 3 clusters Score -61442.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61564.910156 Penalty: 3159.470947
	Iteration 4Q: 3 clusters Score -61564.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61646.789062 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -61646.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61782.785156 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -61782.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -61942.730469 Penalty: 3159.470947
	Iteration 7Q: 3 clusters Score -61942.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62317.511719 Penalty: 3159.470947
	Iteration 8Q: 3 clusters Score -62317.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62410.804688 Penalty: 3159.470947
	Iteration 9Q: 3 clusters Score -62410.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62468.761719 Penalty: 3159.470947
	Iteration 10Q: 3 clusters Score -62468.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62493.683594 Penalty: 3159.470947
	Iteration 11Q: 3 clusters Score -62493.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62509.640625 Penalty: 3159.470947
	Iteration 12Q: 3 clusters Score -62509.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -62531.480469 Penalty: 3159.470947
	Iteration 13Q: 3 clusters Score -62531.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -62547.656250 Penalty: 3159.470947
	Iteration 14Q: 3 clusters Score -62547.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -62563.046875 Penalty: 3159.470947
	Iteration 15Q: 3 clusters Score -62563.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -62573.476562 Penalty: 3159.470947
	Iteration 16Q: 3 clusters Score -62573.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62584.816406 Penalty: 3159.470947
	Iteration 17Q: 3 clusters Score -62584.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62595.132812 Penalty: 3159.470947
	Iteration 18Q: 3 clusters Score -62595.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62618.660156 Penalty: 3159.470947
	Iteration 19Q: 3 clusters Score -62618.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -62645.976562 Penalty: 3159.470947
	Iteration 20F: 3 clusters Score -62645.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -62666.843750 Penalty: 3159.470947
	Iteration 21Q: 3 clusters Score -62666.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -62677.054688 Penalty: 3159.470947
	Iteration 22Q: 3 clusters Score -62677.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -62712.042969 Penalty: 3159.470947
	Iteration 23Q: 3 clusters Score -62712.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62776.992188 Penalty: 3159.470947
	Iteration 24Q: 3 clusters Score -62776.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62776.992188 Penalty: 3159.470947
	Iteration 25F: 3 clusters Score -62776.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 401 members 
Mstep: Class 7 contains 276493 members 
Mstep: Class 8 contains 16674 members 
Mstep: Class 9 contains 26576 members 
Mstep: Class 10 contains 160492 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14484 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56971 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12404 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29216 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7146 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 183 members 
Entering Unmasked Estep 
Score: -90832008.000000 Penalty: 80247.148438
Splitting cluster 6 changes total score from -90833416.000000 to -90832008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (276493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276493 members 
Entering Unmasked Estep 
Score: -35962940.000000 Penalty: 3107.425293
	Iteration 0F: 2 clusters Score -3.596294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137841 members 
Mstep: Class 2 contains 138652 members 
Entering Unmasked Estep 
Score: -35790996.000000 Penalty: 6214.850586
	Iteration 0F: 3 clusters Score -3.5791e+07 nChanged 133895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128772 members 
Mstep: Class 2 contains 147721 members 
Entering Unmasked Estep 
Score: -35870440.000000 Penalty: 6214.850586
	Iteration 1F: 3 clusters Score -3.587044e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123132 members 
Mstep: Class 2 contains 153361 members 
Entering Unmasked Estep 
Score: -35872520.000000 Penalty: 6214.850586
	Iteration 2Q: 3 clusters Score -3.587252e+07 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114569 members 
Mstep: Class 2 contains 161924 members 
Entering Unmasked Estep 
Score: -35876020.000000 Penalty: 6214.850586
	Iteration 3Q: 3 clusters Score -3.587602e+07 nChanged 13477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 174601 members 
Entering Unmasked Estep 
Score: -35881928.000000 Penalty: 6214.850586
	Iteration 4Q: 3 clusters Score -3.588193e+07 nChanged 17784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84516 members 
Mstep: Class 2 contains 191977 members 
Entering Unmasked Estep 
Score: -35892272.000000 Penalty: 6214.850586
	Iteration 5F: 3 clusters Score -3.589227e+07 nChanged 21551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63231 members 
Mstep: Class 2 contains 213262 members 
Entering Unmasked Estep 
Score: -35907556.000000 Penalty: 6214.850586
	Iteration 6F: 3 clusters Score -3.590756e+07 nChanged 21067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 234067 members 
Entering Unmasked Estep 
Score: -35924408.000000 Penalty: 6214.850586
	Iteration 7F: 3 clusters Score -3.592441e+07 nChanged 15708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 249447 members 
Entering Unmasked Estep 
Score: -35937416.000000 Penalty: 6214.850586
	Iteration 8F: 3 clusters Score -3.593742e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 258707 members 
Entering Unmasked Estep 
Score: -35945352.000000 Penalty: 6214.850586
	Iteration 9Q: 3 clusters Score -3.594535e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 264005 members 
Entering Unmasked Estep 
Score: -35949988.000000 Penalty: 6214.850586
	Iteration 10Q: 3 clusters Score -3.594999e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 267321 members 
Entering Unmasked Estep 
Score: -35953228.000000 Penalty: 6214.850586
	Iteration 11Q: 3 clusters Score -3.595323e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 269651 members 
Entering Unmasked Estep 
Score: -35955156.000000 Penalty: 6214.850586
	Iteration 12Q: 3 clusters Score -3.595516e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 271265 members 
Entering Unmasked Estep 
Score: -35956528.000000 Penalty: 6214.850586
	Iteration 13Q: 3 clusters Score -3.595653e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 272464 members 
Entering Unmasked Estep 
Score: -35957524.000000 Penalty: 6214.850586
	Iteration 14Q: 3 clusters Score -3.595752e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 273297 members 
Entering Unmasked Estep 
Score: -35958224.000000 Penalty: 6214.850586
	Iteration 15Q: 3 clusters Score -3.595822e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 273908 members 
Entering Unmasked Estep 
Score: -35958796.000000 Penalty: 6214.850586
	Iteration 16Q: 3 clusters Score -3.59588e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 274374 members 
Entering Unmasked Estep 
Score: -35959152.000000 Penalty: 6214.850586
	Iteration 17Q: 3 clusters Score -3.595915e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 274698 members 
Entering Unmasked Estep 
Score: -35959404.000000 Penalty: 6214.850586
	Iteration 18Q: 3 clusters Score -3.59594e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 274923 members 
Entering Unmasked Estep 
Score: -35959680.000000 Penalty: 6214.850586
	Iteration 19Q: 3 clusters Score -3.595968e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 275083 members 
Entering Unmasked Estep 
Score: -35959792.000000 Penalty: 6214.850586
	Iteration 20F: 3 clusters Score -3.595979e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 275193 members 
Entering Unmasked Estep 
Score: -35959872.000000 Penalty: 6214.850586
	Iteration 21Q: 3 clusters Score -3.595987e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 275282 members 
Entering Unmasked Estep 
Score: -35959936.000000 Penalty: 6214.850586
	Iteration 22Q: 3 clusters Score -3.595994e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 275352 members 
Entering Unmasked Estep 
Score: -35960064.000000 Penalty: 6214.850586
	Iteration 23Q: 3 clusters Score -3.596006e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 275409 members 
Entering Unmasked Estep 
Score: -35960084.000000 Penalty: 6214.850586
	Iteration 24Q: 3 clusters Score -3.596008e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 275456 members 
Entering Unmasked Estep 
Score: -35960088.000000 Penalty: 6214.850586
	Iteration 25Q: 3 clusters Score -3.596009e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 275490 members 
Entering Unmasked Estep 
Score: -35960092.000000 Penalty: 6214.850586
	Iteration 26Q: 3 clusters Score -3.596009e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 275519 members 
Entering Unmasked Estep 
Score: -35960108.000000 Penalty: 6214.850586
	Iteration 27Q: 3 clusters Score -3.596011e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 275541 members 
Entering Unmasked Estep 
Score: -35960112.000000 Penalty: 6214.850586
	Iteration 28Q: 3 clusters Score -3.596011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 275559 members 
Entering Unmasked Estep 
Score: -35960156.000000 Penalty: 6214.850586
	Iteration 29Q: 3 clusters Score -3.596016e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 275578 members 
Entering Unmasked Estep 
Score: -35960144.000000 Penalty: 6214.850586
	Iteration 30Q: 3 clusters Score -3.596014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 275593 members 
Entering Unmasked Estep 
Score: -35960184.000000 Penalty: 6214.850586
	Iteration 31Q: 3 clusters Score -3.596018e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 275611 members 
Entering Unmasked Estep 
Score: -35960196.000000 Penalty: 6214.850586
	Iteration 32Q: 3 clusters Score -3.59602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 275620 members 
Entering Unmasked Estep 
Score: -35960196.000000 Penalty: 6214.850586
	Iteration 33Q: 3 clusters Score -3.59602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 275632 members 
Entering Unmasked Estep 
Score: -35960244.000000 Penalty: 6214.850586
	Iteration 34Q: 3 clusters Score -3.596024e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 275640 members 
Entering Unmasked Estep 
Score: -35960256.000000 Penalty: 6214.850586
	Iteration 35Q: 3 clusters Score -3.596026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 275647 members 
Entering Unmasked Estep 
Score: -35960252.000000 Penalty: 6214.850586
	Iteration 36Q: 3 clusters Score -3.596025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 275657 members 
Entering Unmasked Estep 
Score: -35960252.000000 Penalty: 6214.850586
	Iteration 37Q: 3 clusters Score -3.596025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 275668 members 
Entering Unmasked Estep 
Score: -35960248.000000 Penalty: 6214.850586
	Iteration 38Q: 3 clusters Score -3.596025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 275676 members 
Entering Unmasked Estep 
Score: -35960240.000000 Penalty: 6214.850586
	Iteration 39Q: 3 clusters Score -3.596024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 275681 members 
Entering Unmasked Estep 
Score: -35960232.000000 Penalty: 6214.850586
	Iteration 40F: 3 clusters Score -3.596023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 275686 members 
Entering Unmasked Estep 
Score: -35960240.000000 Penalty: 6214.850586
	Iteration 41Q: 3 clusters Score -3.596024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 275685 members 
Entering Unmasked Estep 
Score: -35960240.000000 Penalty: 6214.850586
	Iteration 42Q: 3 clusters Score -3.596024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 275686 members 
Entering Unmasked Estep 
Score: -35960224.000000 Penalty: 6214.850586
	Iteration 43Q: 3 clusters Score -3.596022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 275694 members 
Entering Unmasked Estep 
Score: -35960212.000000 Penalty: 6214.850586
	Iteration 44Q: 3 clusters Score -3.596021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 275705 members 
Entering Unmasked Estep 
Score: -35960240.000000 Penalty: 6214.850586
	Iteration 45Q: 3 clusters Score -3.596024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 275710 members 
Entering Unmasked Estep 
Score: -35960272.000000 Penalty: 6214.850586
	Iteration 46Q: 3 clusters Score -3.596027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 275713 members 
Entering Unmasked Estep 
Score: -35960256.000000 Penalty: 6214.850586
	Iteration 47Q: 3 clusters Score -3.596026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 275719 members 
Entering Unmasked Estep 
Score: -35960268.000000 Penalty: 6214.850586
	Iteration 48Q: 3 clusters Score -3.596027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 275722 members 
Entering Unmasked Estep 
Score: -35960268.000000 Penalty: 6214.850586
	Iteration 49Q: 3 clusters Score -3.596027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 275723 members 
Entering Unmasked Estep 
Score: -35960284.000000 Penalty: 6214.850586
	Iteration 50Q: 3 clusters Score -3.596028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 275728 members 
Entering Unmasked Estep 
Score: -35960296.000000 Penalty: 6214.850586
	Iteration 51Q: 3 clusters Score -3.59603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 275729 members 
Entering Unmasked Estep 
Score: -35960288.000000 Penalty: 6214.850586
	Iteration 52Q: 3 clusters Score -3.596029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 275730 members 
Entering Unmasked Estep 
Score: -35960304.000000 Penalty: 6214.850586
	Iteration 53Q: 3 clusters Score -3.59603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 275734 members 
Entering Unmasked Estep 
Score: -35960284.000000 Penalty: 6214.850586
	Iteration 54Q: 3 clusters Score -3.596028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 275734 members 
Entering Unmasked Estep 
Score: -35960308.000000 Penalty: 6214.850586
	Iteration 55Q: 3 clusters Score -3.596031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 275734 members 
Entering Unmasked Estep 
Score: -35960308.000000 Penalty: 6214.850586
	Iteration 56F: 3 clusters Score -3.596031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Entering Unmasked Estep 
Score: -2066520.500000 Penalty: 2410.958252
	Iteration 0F: 2 clusters Score -2066520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2054609.875000 Penalty: 4821.916504
	Iteration 0F: 3 clusters Score -2054610 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2058340.125000 Penalty: 4821.916504
	Iteration 1F: 3 clusters Score -2058340 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2058710.125000 Penalty: 4821.916504
	Iteration 2F: 3 clusters Score -2058710 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2059010.625000 Penalty: 4821.916504
	Iteration 3Q: 3 clusters Score -2059011 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2059276.875000 Penalty: 4821.916504
	Iteration 4Q: 3 clusters Score -2059277 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2059587.500000 Penalty: 4821.916504
	Iteration 5Q: 3 clusters Score -2059588 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2059916.000000 Penalty: 4821.916504
	Iteration 6Q: 3 clusters Score -2059916 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2060253.875000 Penalty: 4821.916504
	Iteration 7Q: 3 clusters Score -2060254 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2060637.750000 Penalty: 4821.916504
	Iteration 8Q: 3 clusters Score -2060638 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2061089.000000 Penalty: 4821.916504
	Iteration 9Q: 3 clusters Score -2061089 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2061566.625000 Penalty: 4821.916504
	Iteration 10Q: 3 clusters Score -2061567 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2062083.750000 Penalty: 4821.916504
	Iteration 11Q: 3 clusters Score -2062084 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2062580.375000 Penalty: 4821.916504
	Iteration 12Q: 3 clusters Score -2062580 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2063049.875000 Penalty: 4821.916504
	Iteration 13Q: 3 clusters Score -2063050 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2063537.250000 Penalty: 4821.916504
	Iteration 14Q: 3 clusters Score -2063537 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2064156.875000 Penalty: 4821.916504
	Iteration 15Q: 3 clusters Score -2064157 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2064937.250000 Penalty: 4821.916504
	Iteration 16Q: 3 clusters Score -2064937 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2065594.375000 Penalty: 4821.916504
	Iteration 17Q: 3 clusters Score -2065594 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2065957.375000 Penalty: 4821.916504
	Iteration 18Q: 3 clusters Score -2065957 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2066128.625000 Penalty: 4821.916504
	Iteration 19Q: 3 clusters Score -2066129 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2066214.875000 Penalty: 4821.916504
	Iteration 20F: 3 clusters Score -2066215 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2066250.750000 Penalty: 4821.916504
	Iteration 21Q: 3 clusters Score -2066251 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2066273.000000 Penalty: 4821.916504
	Iteration 22Q: 3 clusters Score -2066273 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2066288.250000 Penalty: 4821.916504
	Iteration 23Q: 3 clusters Score -2066288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2066292.375000 Penalty: 4821.916504
	Iteration 24Q: 3 clusters Score -2066292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2066298.500000 Penalty: 4821.916504
	Iteration 25Q: 3 clusters Score -2066298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2066305.375000 Penalty: 4821.916504
	Iteration 26Q: 3 clusters Score -2066305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2066301.250000 Penalty: 4821.916504
	Iteration 27Q: 3 clusters Score -2066301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2066301.375000 Penalty: 4821.916504
	Iteration 28Q: 3 clusters Score -2066301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2066306.750000 Penalty: 4821.916504
	Iteration 29Q: 3 clusters Score -2066307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2066305.250000 Penalty: 4821.916504
	Iteration 30Q: 3 clusters Score -2066305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2066305.250000 Penalty: 4821.916504
	Iteration 31F: 3 clusters Score -2066305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -3419670.750000 Penalty: 2526.565430
	Iteration 0F: 2 clusters Score -3419671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3401268.500000 Penalty: 5053.130859
	Iteration 0F: 3 clusters Score -3401268 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3407756.250000 Penalty: 5053.130859
	Iteration 1F: 3 clusters Score -3407756 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3408288.000000 Penalty: 5053.130859
	Iteration 2F: 3 clusters Score -3408288 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3408822.500000 Penalty: 5053.130859
	Iteration 3Q: 3 clusters Score -3408822 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -3409465.750000 Penalty: 5053.130859
	Iteration 4Q: 3 clusters Score -3409466 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -3410377.500000 Penalty: 5053.130859
	Iteration 5F: 3 clusters Score -3410378 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -3411716.750000 Penalty: 5053.130859
	Iteration 6F: 3 clusters Score -3411717 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -3413335.250000 Penalty: 5053.130859
	Iteration 7F: 3 clusters Score -3413335 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -3415003.000000 Penalty: 5053.130859
	Iteration 8F: 3 clusters Score -3415003 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -3416163.250000 Penalty: 5053.130859
	Iteration 9Q: 3 clusters Score -3416163 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -3416796.750000 Penalty: 5053.130859
	Iteration 10Q: 3 clusters Score -3416797 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -3417120.500000 Penalty: 5053.130859
	Iteration 11Q: 3 clusters Score -3417120 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -3417258.750000 Penalty: 5053.130859
	Iteration 12Q: 3 clusters Score -3417259 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -3417345.000000 Penalty: 5053.130859
	Iteration 13Q: 3 clusters Score -3417345 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -3417401.500000 Penalty: 5053.130859
	Iteration 14Q: 3 clusters Score -3417402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3417435.750000 Penalty: 5053.130859
	Iteration 15Q: 3 clusters Score -3417436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3417461.500000 Penalty: 5053.130859
	Iteration 16Q: 3 clusters Score -3417462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3417473.500000 Penalty: 5053.130859
	Iteration 17Q: 3 clusters Score -3417474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3417486.750000 Penalty: 5053.130859
	Iteration 18Q: 3 clusters Score -3417487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -3417502.000000 Penalty: 5053.130859
	Iteration 19Q: 3 clusters Score -3417502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -3417514.500000 Penalty: 5053.130859
	Iteration 20F: 3 clusters Score -3417514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3417525.000000 Penalty: 5053.130859
	Iteration 21Q: 3 clusters Score -3417525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3417522.250000 Penalty: 5053.130859
	Iteration 22Q: 3 clusters Score -3417522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3417522.250000 Penalty: 5053.130859
	Iteration 23F: 3 clusters Score -3417522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160492 members 
Entering Unmasked Estep 
Score: -20864992.000000 Penalty: 2972.527832
	Iteration 0F: 2 clusters Score -2.086499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80151 members 
Mstep: Class 2 contains 80341 members 
Entering Unmasked Estep 
Score: -20759182.000000 Penalty: 5945.055664
	Iteration 0F: 3 clusters Score -2.075918e+07 nChanged 76876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79101 members 
Mstep: Class 2 contains 81391 members 
Entering Unmasked Estep 
Score: -20804514.000000 Penalty: 5945.055664
	Iteration 1F: 3 clusters Score -2.080451e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78655 members 
Mstep: Class 2 contains 81837 members 
Entering Unmasked Estep 
Score: -20806200.000000 Penalty: 5945.055664
	Iteration 2Q: 3 clusters Score -2.08062e+07 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 82674 members 
Entering Unmasked Estep 
Score: -20808382.000000 Penalty: 5945.055664
	Iteration 3Q: 3 clusters Score -2.080838e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76485 members 
Mstep: Class 2 contains 84007 members 
Entering Unmasked Estep 
Score: -20811638.000000 Penalty: 5945.055664
	Iteration 4Q: 3 clusters Score -2.081164e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74365 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
Score: -20815884.000000 Penalty: 5945.055664
	Iteration 5F: 3 clusters Score -2.081588e+07 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71363 members 
Mstep: Class 2 contains 89129 members 
Entering Unmasked Estep 
Score: -20821260.000000 Penalty: 5945.055664
	Iteration 6F: 3 clusters Score -2.082126e+07 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67806 members 
Mstep: Class 2 contains 92686 members 
Entering Unmasked Estep 
Score: -20827982.000000 Penalty: 5945.055664
	Iteration 7F: 3 clusters Score -2.082798e+07 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64109 members 
Mstep: Class 2 contains 96383 members 
Entering Unmasked Estep 
Score: -20834846.000000 Penalty: 5945.055664
	Iteration 8F: 3 clusters Score -2.083485e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 99658 members 
Entering Unmasked Estep 
Score: -20840652.000000 Penalty: 5945.055664
	Iteration 9F: 3 clusters Score -2.084065e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58307 members 
Mstep: Class 2 contains 102185 members 
Entering Unmasked Estep 
Score: -20844124.000000 Penalty: 5945.055664
	Iteration 10Q: 3 clusters Score -2.084412e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 104132 members 
Entering Unmasked Estep 
Score: -20846156.000000 Penalty: 5945.055664
	Iteration 11Q: 3 clusters Score -2.084616e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 105819 members 
Entering Unmasked Estep 
Score: -20847256.000000 Penalty: 5945.055664
	Iteration 12Q: 3 clusters Score -2.084726e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 107451 members 
Entering Unmasked Estep 
Score: -20847988.000000 Penalty: 5945.055664
	Iteration 13Q: 3 clusters Score -2.084799e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 109085 members 
Entering Unmasked Estep 
Score: -20848466.000000 Penalty: 5945.055664
	Iteration 14Q: 3 clusters Score -2.084847e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 110731 members 
Entering Unmasked Estep 
Score: -20848780.000000 Penalty: 5945.055664
	Iteration 15Q: 3 clusters Score -2.084878e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 112458 members 
Entering Unmasked Estep 
Score: -20849152.000000 Penalty: 5945.055664
	Iteration 16Q: 3 clusters Score -2.084915e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 114284 members 
Entering Unmasked Estep 
Score: -20849554.000000 Penalty: 5945.055664
	Iteration 17Q: 3 clusters Score -2.084955e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 116192 members 
Entering Unmasked Estep 
Score: -20849910.000000 Penalty: 5945.055664
	Iteration 18Q: 3 clusters Score -2.084991e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 118201 members 
Entering Unmasked Estep 
Score: -20850508.000000 Penalty: 5945.055664
	Iteration 19Q: 3 clusters Score -2.085051e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 120213 members 
Entering Unmasked Estep 
Score: -20851160.000000 Penalty: 5945.055664
	Iteration 20F: 3 clusters Score -2.085116e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 122269 members 
Entering Unmasked Estep 
Score: -20851830.000000 Penalty: 5945.055664
	Iteration 21Q: 3 clusters Score -2.085183e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 124433 members 
Entering Unmasked Estep 
Score: -20852504.000000 Penalty: 5945.055664
	Iteration 22Q: 3 clusters Score -2.08525e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 126619 members 
Entering Unmasked Estep 
Score: -20853258.000000 Penalty: 5945.055664
	Iteration 23Q: 3 clusters Score -2.085326e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 128800 members 
Entering Unmasked Estep 
Score: -20853958.000000 Penalty: 5945.055664
	Iteration 24Q: 3 clusters Score -2.085396e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 130936 members 
Entering Unmasked Estep 
Score: -20854566.000000 Penalty: 5945.055664
	Iteration 25Q: 3 clusters Score -2.085457e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 133051 members 
Entering Unmasked Estep 
Score: -20855388.000000 Penalty: 5945.055664
	Iteration 26Q: 3 clusters Score -2.085539e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 135119 members 
Entering Unmasked Estep 
Score: -20856266.000000 Penalty: 5945.055664
	Iteration 27Q: 3 clusters Score -2.085627e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 137078 members 
Entering Unmasked Estep 
Score: -20857112.000000 Penalty: 5945.055664
	Iteration 28Q: 3 clusters Score -2.085711e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 138895 members 
Entering Unmasked Estep 
Score: -20857980.000000 Penalty: 5945.055664
	Iteration 29Q: 3 clusters Score -2.085798e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 140584 members 
Entering Unmasked Estep 
Score: -20858788.000000 Penalty: 5945.055664
	Iteration 30Q: 3 clusters Score -2.085879e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 142062 members 
Entering Unmasked Estep 
Score: -20859438.000000 Penalty: 5945.055664
	Iteration 31Q: 3 clusters Score -2.085944e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 143373 members 
Entering Unmasked Estep 
Score: -20859854.000000 Penalty: 5945.055664
	Iteration 32Q: 3 clusters Score -2.085985e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 144578 members 
Entering Unmasked Estep 
Score: -20860376.000000 Penalty: 5945.055664
	Iteration 33Q: 3 clusters Score -2.086038e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 145641 members 
Entering Unmasked Estep 
Score: -20860834.000000 Penalty: 5945.055664
	Iteration 34Q: 3 clusters Score -2.086083e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 146602 members 
Entering Unmasked Estep 
Score: -20861158.000000 Penalty: 5945.055664
	Iteration 35Q: 3 clusters Score -2.086116e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 147487 members 
Entering Unmasked Estep 
Score: -20861452.000000 Penalty: 5945.055664
	Iteration 36Q: 3 clusters Score -2.086145e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 148263 members 
Entering Unmasked Estep 
Score: -20861642.000000 Penalty: 5945.055664
	Iteration 37Q: 3 clusters Score -2.086164e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 148998 members 
Entering Unmasked Estep 
Score: -20861810.000000 Penalty: 5945.055664
	Iteration 38Q: 3 clusters Score -2.086181e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 149732 members 
Entering Unmasked Estep 
Score: -20861962.000000 Penalty: 5945.055664
	Iteration 39Q: 3 clusters Score -2.086196e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 150466 members 
Entering Unmasked Estep 
Score: -20862134.000000 Penalty: 5945.055664
	Iteration 40F: 3 clusters Score -2.086213e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 151141 members 
Entering Unmasked Estep 
Score: -20862276.000000 Penalty: 5945.055664
	Iteration 41Q: 3 clusters Score -2.086228e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 151769 members 
Entering Unmasked Estep 
Score: -20862376.000000 Penalty: 5945.055664
	Iteration 42Q: 3 clusters Score -2.086238e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 152330 members 
Entering Unmasked Estep 
Score: -20862486.000000 Penalty: 5945.055664
	Iteration 43Q: 3 clusters Score -2.086249e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 152860 members 
Entering Unmasked Estep 
Score: -20862558.000000 Penalty: 5945.055664
	Iteration 44Q: 3 clusters Score -2.086256e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 153389 members 
Entering Unmasked Estep 
Score: -20862626.000000 Penalty: 5945.055664
	Iteration 45Q: 3 clusters Score -2.086263e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 153891 members 
Entering Unmasked Estep 
Score: -20862722.000000 Penalty: 5945.055664
	Iteration 46Q: 3 clusters Score -2.086272e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 154351 members 
Entering Unmasked Estep 
Score: -20862820.000000 Penalty: 5945.055664
	Iteration 47Q: 3 clusters Score -2.086282e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 154786 members 
Entering Unmasked Estep 
Score: -20862908.000000 Penalty: 5945.055664
	Iteration 48Q: 3 clusters Score -2.086291e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 155233 members 
Entering Unmasked Estep 
Score: -20863014.000000 Penalty: 5945.055664
	Iteration 49Q: 3 clusters Score -2.086301e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 155648 members 
Entering Unmasked Estep 
Score: -20863114.000000 Penalty: 5945.055664
	Iteration 50Q: 3 clusters Score -2.086311e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 156017 members 
Entering Unmasked Estep 
Score: -20863152.000000 Penalty: 5945.055664
	Iteration 51Q: 3 clusters Score -2.086315e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 156339 members 
Entering Unmasked Estep 
Score: -20863184.000000 Penalty: 5945.055664
	Iteration 52Q: 3 clusters Score -2.086318e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 156615 members 
Entering Unmasked Estep 
Score: -20863194.000000 Penalty: 5945.055664
	Iteration 53Q: 3 clusters Score -2.086319e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 156866 members 
Entering Unmasked Estep 
Score: -20863222.000000 Penalty: 5945.055664
	Iteration 54Q: 3 clusters Score -2.086322e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 157069 members 
Entering Unmasked Estep 
Score: -20863276.000000 Penalty: 5945.055664
	Iteration 55Q: 3 clusters Score -2.086328e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 157238 members 
Entering Unmasked Estep 
Score: -20863280.000000 Penalty: 5945.055664
	Iteration 56Q: 3 clusters Score -2.086328e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 157388 members 
Entering Unmasked Estep 
Score: -20863254.000000 Penalty: 5945.055664
	Iteration 57Q: 3 clusters Score -2.086325e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 157518 members 
Entering Unmasked Estep 
Score: -20863252.000000 Penalty: 5945.055664
	Iteration 58Q: 3 clusters Score -2.086325e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 157647 members 
Entering Unmasked Estep 
Score: -20863234.000000 Penalty: 5945.055664
	Iteration 59Q: 3 clusters Score -2.086323e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 157755 members 
Entering Unmasked Estep 
Score: -20863272.000000 Penalty: 5945.055664
	Iteration 60F: 3 clusters Score -2.086327e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 157856 members 
Entering Unmasked Estep 
Score: -20863342.000000 Penalty: 5945.055664
	Iteration 61Q: 3 clusters Score -2.086334e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 157948 members 
Entering Unmasked Estep 
Score: -20863402.000000 Penalty: 5945.055664
	Iteration 62Q: 3 clusters Score -2.08634e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 158016 members 
Entering Unmasked Estep 
Score: -20863494.000000 Penalty: 5945.055664
	Iteration 63Q: 3 clusters Score -2.086349e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 158064 members 
Entering Unmasked Estep 
Score: -20863566.000000 Penalty: 5945.055664
	Iteration 64Q: 3 clusters Score -2.086357e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 158117 members 
Entering Unmasked Estep 
Score: -20863644.000000 Penalty: 5945.055664
	Iteration 65Q: 3 clusters Score -2.086364e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -20863680.000000 Penalty: 5945.055664
	Iteration 66Q: 3 clusters Score -2.086368e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 158177 members 
Entering Unmasked Estep 
Score: -20863700.000000 Penalty: 5945.055664
	Iteration 67Q: 3 clusters Score -2.08637e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 158196 members 
Entering Unmasked Estep 
Score: -20863708.000000 Penalty: 5945.055664
	Iteration 68Q: 3 clusters Score -2.086371e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 158208 members 
Entering Unmasked Estep 
Score: -20863738.000000 Penalty: 5945.055664
	Iteration 69Q: 3 clusters Score -2.086374e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 158203 members 
Entering Unmasked Estep 
Score: -20863744.000000 Penalty: 5945.055664
	Iteration 70Q: 3 clusters Score -2.086374e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 158203 members 
Entering Unmasked Estep 
Score: -20863746.000000 Penalty: 5945.055664
	Iteration 71Q: 3 clusters Score -2.086375e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 158188 members 
Entering Unmasked Estep 
Score: -20863726.000000 Penalty: 5945.055664
	Iteration 72Q: 3 clusters Score -2.086373e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 158186 members 
Entering Unmasked Estep 
Score: -20863738.000000 Penalty: 5945.055664
	Iteration 73Q: 3 clusters Score -2.086374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 158183 members 
Entering Unmasked Estep 
Score: -20863756.000000 Penalty: 5945.055664
	Iteration 74Q: 3 clusters Score -2.086376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 158181 members 
Entering Unmasked Estep 
Score: -20863766.000000 Penalty: 5945.055664
	Iteration 75Q: 3 clusters Score -2.086377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 158177 members 
Entering Unmasked Estep 
Score: -20863756.000000 Penalty: 5945.055664
	Iteration 76Q: 3 clusters Score -2.086376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 158174 members 
Entering Unmasked Estep 
Score: -20863778.000000 Penalty: 5945.055664
	Iteration 77Q: 3 clusters Score -2.086378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 158168 members 
Entering Unmasked Estep 
Score: -20863784.000000 Penalty: 5945.055664
	Iteration 78Q: 3 clusters Score -2.086378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 158164 members 
Entering Unmasked Estep 
Score: -20863776.000000 Penalty: 5945.055664
	Iteration 79Q: 3 clusters Score -2.086378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 158162 members 
Entering Unmasked Estep 
Score: -20863782.000000 Penalty: 5945.055664
	Iteration 80F: 3 clusters Score -2.086378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 158160 members 
Entering Unmasked Estep 
Score: -20863782.000000 Penalty: 5945.055664
	Iteration 81Q: 3 clusters Score -2.086378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 158156 members 
Entering Unmasked Estep 
Score: -20863790.000000 Penalty: 5945.055664
	Iteration 82Q: 3 clusters Score -2.086379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 158155 members 
Entering Unmasked Estep 
Score: -20863782.000000 Penalty: 5945.055664
	Iteration 83Q: 3 clusters Score -2.086378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -20863788.000000 Penalty: 5945.055664
	Iteration 84Q: 3 clusters Score -2.086379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -20863784.000000 Penalty: 5945.055664
	Iteration 85Q: 3 clusters Score -2.086378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 158152 members 
Entering Unmasked Estep 
Score: -20863784.000000 Penalty: 5945.055664
	Iteration 86Q: 3 clusters Score -2.086378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 158152 members 
Entering Unmasked Estep 
Score: -20863784.000000 Penalty: 5945.055664
	Iteration 87Q: 3 clusters Score -2.086378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 158152 members 
Entering Unmasked Estep 
Score: -20863780.000000 Penalty: 5945.055664
	Iteration 88Q: 3 clusters Score -2.086378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 158147 members 
Entering Unmasked Estep 
Score: -20863782.000000 Penalty: 5945.055664
	Iteration 89Q: 3 clusters Score -2.086378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 158140 members 
Entering Unmasked Estep 
Score: -20863794.000000 Penalty: 5945.055664
	Iteration 90Q: 3 clusters Score -2.086379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 158137 members 
Entering Unmasked Estep 
Score: -20863800.000000 Penalty: 5945.055664
	Iteration 91Q: 3 clusters Score -2.08638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 158137 members 
Entering Unmasked Estep 
Score: -20863798.000000 Penalty: 5945.055664
	Iteration 92Q: 3 clusters Score -2.08638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 158139 members 
Entering Unmasked Estep 
Score: -20863792.000000 Penalty: 5945.055664
	Iteration 93Q: 3 clusters Score -2.086379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 158138 members 
Entering Unmasked Estep 
Score: -20863788.000000 Penalty: 5945.055664
	Iteration 94Q: 3 clusters Score -2.086379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 158137 members 
Entering Unmasked Estep 
Score: -20863796.000000 Penalty: 5945.055664
	Iteration 95Q: 3 clusters Score -2.08638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 158136 members 
Entering Unmasked Estep 
Score: -20863800.000000 Penalty: 5945.055664
	Iteration 96Q: 3 clusters Score -2.08638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 158131 members 
Entering Unmasked Estep 
Score: -20863816.000000 Penalty: 5945.055664
	Iteration 97Q: 3 clusters Score -2.086382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 158129 members 
Entering Unmasked Estep 
Score: -20863814.000000 Penalty: 5945.055664
	Iteration 98Q: 3 clusters Score -2.086381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 158128 members 
Entering Unmasked Estep 
Score: -20863796.000000 Penalty: 5945.055664
	Iteration 99Q: 3 clusters Score -2.08638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 158126 members 
Entering Unmasked Estep 
Score: -20863804.000000 Penalty: 5945.055664
	Iteration 100F: 3 clusters Score -2.08638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 158125 members 
Entering Unmasked Estep 
Score: -20863806.000000 Penalty: 5945.055664
	Iteration 101Q: 3 clusters Score -2.086381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 158125 members 
Entering Unmasked Estep 
Score: -20863806.000000 Penalty: 5945.055664
	Iteration 102F: 3 clusters Score -2.086381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -42011.761719 Penalty: 1507.255371
	Iteration 0F: 2 clusters Score -42011.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40591.664062 Penalty: 3014.510742
	Iteration 0F: 3 clusters Score -40591.66 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40772.445312 Penalty: 3014.510742
	Iteration 1F: 3 clusters Score -40772.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40817.996094 Penalty: 3014.510742
	Iteration 2Q: 3 clusters Score -40818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40836.574219 Penalty: 3014.510742
	Iteration 3Q: 3 clusters Score -40836.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40839.261719 Penalty: 3014.510742
	Iteration 4Q: 3 clusters Score -40839.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40839.261719 Penalty: 3014.510742
	Iteration 5F: 3 clusters Score -40839.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Entering Unmasked Estep 
Score: -1892908.625000 Penalty: 2376.038330
	Iteration 0F: 2 clusters Score -1892909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1882426.875000 Penalty: 4752.076660
	Iteration 0F: 3 clusters Score -1882427 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1885667.375000 Penalty: 4752.076660
	Iteration 1F: 3 clusters Score -1885667 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1885963.000000 Penalty: 4752.076660
	Iteration 2F: 3 clusters Score -1885963 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1886168.125000 Penalty: 4752.076660
	Iteration 3Q: 3 clusters Score -1886168 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1886326.000000 Penalty: 4752.076660
	Iteration 4Q: 3 clusters Score -1886326 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1886453.375000 Penalty: 4752.076660
	Iteration 5Q: 3 clusters Score -1886453 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1886565.500000 Penalty: 4752.076660
	Iteration 6Q: 3 clusters Score -1886566 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1886656.625000 Penalty: 4752.076660
	Iteration 7Q: 3 clusters Score -1886657 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1886764.000000 Penalty: 4752.076660
	Iteration 8Q: 3 clusters Score -1886764 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1886860.875000 Penalty: 4752.076660
	Iteration 9Q: 3 clusters Score -1886861 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1886970.000000 Penalty: 4752.076660
	Iteration 10Q: 3 clusters Score -1886970 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1887095.125000 Penalty: 4752.076660
	Iteration 11Q: 3 clusters Score -1887095 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1887206.500000 Penalty: 4752.076660
	Iteration 12Q: 3 clusters Score -1887206 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1887348.375000 Penalty: 4752.076660
	Iteration 13Q: 3 clusters Score -1887348 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1887512.250000 Penalty: 4752.076660
	Iteration 14Q: 3 clusters Score -1887512 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1887712.375000 Penalty: 4752.076660
	Iteration 15Q: 3 clusters Score -1887712 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1887978.375000 Penalty: 4752.076660
	Iteration 16Q: 3 clusters Score -1887978 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1888281.375000 Penalty: 4752.076660
	Iteration 17Q: 3 clusters Score -1888281 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1888619.125000 Penalty: 4752.076660
	Iteration 18Q: 3 clusters Score -1888619 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1889026.125000 Penalty: 4752.076660
	Iteration 19Q: 3 clusters Score -1889026 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1889370.875000 Penalty: 4752.076660
	Iteration 20F: 3 clusters Score -1889371 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1889639.750000 Penalty: 4752.076660
	Iteration 21Q: 3 clusters Score -1889640 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1889836.500000 Penalty: 4752.076660
	Iteration 22Q: 3 clusters Score -1889836 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1889949.750000 Penalty: 4752.076660
	Iteration 23Q: 3 clusters Score -1889950 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1890034.500000 Penalty: 4752.076660
	Iteration 24Q: 3 clusters Score -1890034 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1890115.750000 Penalty: 4752.076660
	Iteration 25Q: 3 clusters Score -1890116 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1890185.125000 Penalty: 4752.076660
	Iteration 26Q: 3 clusters Score -1890185 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1890234.250000 Penalty: 4752.076660
	Iteration 27Q: 3 clusters Score -1890234 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1890294.125000 Penalty: 4752.076660
	Iteration 28Q: 3 clusters Score -1890294 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1890348.875000 Penalty: 4752.076660
	Iteration 29Q: 3 clusters Score -1890349 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1890404.125000 Penalty: 4752.076660
	Iteration 30Q: 3 clusters Score -1890404 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1890449.875000 Penalty: 4752.076660
	Iteration 31Q: 3 clusters Score -1890450 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1890484.750000 Penalty: 4752.076660
	Iteration 32Q: 3 clusters Score -1890485 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1890518.875000 Penalty: 4752.076660
	Iteration 33Q: 3 clusters Score -1890519 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1890552.625000 Penalty: 4752.076660
	Iteration 34Q: 3 clusters Score -1890553 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1890581.250000 Penalty: 4752.076660
	Iteration 35Q: 3 clusters Score -1890581 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1890593.125000 Penalty: 4752.076660
	Iteration 36Q: 3 clusters Score -1890593 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1890605.750000 Penalty: 4752.076660
	Iteration 37Q: 3 clusters Score -1890606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1890614.250000 Penalty: 4752.076660
	Iteration 38Q: 3 clusters Score -1890614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1890627.625000 Penalty: 4752.076660
	Iteration 39Q: 3 clusters Score -1890628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1890643.375000 Penalty: 4752.076660
	Iteration 40F: 3 clusters Score -1890643 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1890668.250000 Penalty: 4752.076660
	Iteration 41Q: 3 clusters Score -1890668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1890686.375000 Penalty: 4752.076660
	Iteration 42Q: 3 clusters Score -1890686 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1890699.875000 Penalty: 4752.076660
	Iteration 43Q: 3 clusters Score -1890700 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1890713.625000 Penalty: 4752.076660
	Iteration 44Q: 3 clusters Score -1890714 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1890727.875000 Penalty: 4752.076660
	Iteration 45Q: 3 clusters Score -1890728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1890744.625000 Penalty: 4752.076660
	Iteration 46Q: 3 clusters Score -1890745 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1890755.500000 Penalty: 4752.076660
	Iteration 47Q: 3 clusters Score -1890756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1890768.625000 Penalty: 4752.076660
	Iteration 48Q: 3 clusters Score -1890769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1890778.250000 Penalty: 4752.076660
	Iteration 49Q: 3 clusters Score -1890778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1890785.875000 Penalty: 4752.076660
	Iteration 50Q: 3 clusters Score -1890786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1890795.125000 Penalty: 4752.076660
	Iteration 51Q: 3 clusters Score -1890795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1890801.625000 Penalty: 4752.076660
	Iteration 52Q: 3 clusters Score -1890802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1890797.375000 Penalty: 4752.076660
	Iteration 53Q: 3 clusters Score -1890797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1890801.250000 Penalty: 4752.076660
	Iteration 54Q: 3 clusters Score -1890801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1890804.375000 Penalty: 4752.076660
	Iteration 55Q: 3 clusters Score -1890804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1890810.750000 Penalty: 4752.076660
	Iteration 56Q: 3 clusters Score -1890811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1890819.000000 Penalty: 4752.076660
	Iteration 57Q: 3 clusters Score -1890819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1890826.375000 Penalty: 4752.076660
	Iteration 58Q: 3 clusters Score -1890826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1890827.125000 Penalty: 4752.076660
	Iteration 59Q: 3 clusters Score -1890827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1890826.375000 Penalty: 4752.076660
	Iteration 60F: 3 clusters Score -1890826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1890831.250000 Penalty: 4752.076660
	Iteration 61Q: 3 clusters Score -1890831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1890839.375000 Penalty: 4752.076660
	Iteration 62Q: 3 clusters Score -1890839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1890842.250000 Penalty: 4752.076660
	Iteration 63Q: 3 clusters Score -1890842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1890844.500000 Penalty: 4752.076660
	Iteration 64Q: 3 clusters Score -1890844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1890844.875000 Penalty: 4752.076660
	Iteration 65Q: 3 clusters Score -1890845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1890846.750000 Penalty: 4752.076660
	Iteration 66Q: 3 clusters Score -1890847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1890848.125000 Penalty: 4752.076660
	Iteration 67Q: 3 clusters Score -1890848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1890848.125000 Penalty: 4752.076660
	Iteration 68Q: 3 clusters Score -1890848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1890850.000000 Penalty: 4752.076660
	Iteration 69Q: 3 clusters Score -1890850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1890848.875000 Penalty: 4752.076660
	Iteration 70Q: 3 clusters Score -1890849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1890848.875000 Penalty: 4752.076660
	Iteration 71F: 3 clusters Score -1890849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -67235.914062 Penalty: 1586.438599
	Iteration 0F: 2 clusters Score -67235.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65644.320312 Penalty: 3172.877197
	Iteration 0F: 3 clusters Score -65644.32 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -65876.593750 Penalty: 3172.877197
	Iteration 1F: 3 clusters Score -65876.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65980.023438 Penalty: 3172.877197
	Iteration 2F: 3 clusters Score -65980.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66022.757812 Penalty: 3172.877197
	Iteration 3Q: 3 clusters Score -66022.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66079.234375 Penalty: 3172.877197
	Iteration 4Q: 3 clusters Score -66079.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66192.351562 Penalty: 3172.877197
	Iteration 5Q: 3 clusters Score -66192.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66249.382812 Penalty: 3172.877197
	Iteration 6Q: 3 clusters Score -66249.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66311.281250 Penalty: 3172.877197
	Iteration 7Q: 3 clusters Score -66311.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66409.281250 Penalty: 3172.877197
	Iteration 8F: 3 clusters Score -66409.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -66690.562500 Penalty: 3172.877197
	Iteration 9Q: 3 clusters Score -66690.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -66793.609375 Penalty: 3172.877197
	Iteration 10Q: 3 clusters Score -66793.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -66880.843750 Penalty: 3172.877197
	Iteration 11Q: 3 clusters Score -66880.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -66951.320312 Penalty: 3172.877197
	Iteration 12Q: 3 clusters Score -66951.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66981.578125 Penalty: 3172.877197
	Iteration 13Q: 3 clusters Score -66981.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -67031.429688 Penalty: 3172.877197
	Iteration 14Q: 3 clusters Score -67031.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67061.968750 Penalty: 3172.877197
	Iteration 15Q: 3 clusters Score -67061.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -67125.648438 Penalty: 3172.877197
	Iteration 16Q: 3 clusters Score -67125.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67168.976562 Penalty: 3172.877197
	Iteration 17Q: 3 clusters Score -67168.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67190.375000 Penalty: 3172.877197
	Iteration 18Q: 3 clusters Score -67190.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67204.101562 Penalty: 3172.877197
	Iteration 19Q: 3 clusters Score -67204.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67222.234375 Penalty: 3172.877197
	Iteration 20F: 3 clusters Score -67222.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67238.343750 Penalty: 3172.877197
	Iteration 21Q: 3 clusters Score -67238.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67251.406250 Penalty: 3172.877197
	Iteration 22Q: 3 clusters Score -67251.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67251.406250 Penalty: 3172.877197
	Iteration 23F: 3 clusters Score -67251.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276493 members 
Mstep: Class 8 contains 16674 members 
Mstep: Class 9 contains 26576 members 
Mstep: Class 10 contains 160492 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14484 members 
Mstep: Class 13 contains 246 members 
Mstep: Class 14 contains 56971 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12404 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29216 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7146 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 354 members 
Entering Unmasked Estep 
Score: -90831712.000000 Penalty: 80247.148438
Splitting cluster 13 changes total score from -90833416.000000 to -90831712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (56971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Entering Unmasked Estep 
Score: -7287996.000000 Penalty: 2715.673828
	Iteration 0F: 2 clusters Score -7287996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -7249698.000000 Penalty: 5431.347656
	Iteration 0F: 3 clusters Score -7249698 nChanged 26399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -7264496.000000 Penalty: 5431.347656
	Iteration 1F: 3 clusters Score -7264496 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -7264992.000000 Penalty: 5431.347656
	Iteration 2Q: 3 clusters Score -7264992 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -7265490.500000 Penalty: 5431.347656
	Iteration 3Q: 3 clusters Score -7265490 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -7266001.000000 Penalty: 5431.347656
	Iteration 4Q: 3 clusters Score -7266001 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -7266484.000000 Penalty: 5431.347656
	Iteration 5Q: 3 clusters Score -7266484 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -7267232.500000 Penalty: 5431.347656
	Iteration 6Q: 3 clusters Score -7267232 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -7268400.000000 Penalty: 5431.347656
	Iteration 7Q: 3 clusters Score -7268400 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -7270104.500000 Penalty: 5431.347656
	Iteration 8F: 3 clusters Score -7270104 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -7272677.000000 Penalty: 5431.347656
	Iteration 9F: 3 clusters Score -7272677 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -7275859.500000 Penalty: 5431.347656
	Iteration 10F: 3 clusters Score -7275860 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -7279323.500000 Penalty: 5431.347656
	Iteration 11F: 3 clusters Score -7279324 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53135 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -7282221.500000 Penalty: 5431.347656
	Iteration 12F: 3 clusters Score -7282222 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7284067.500000 Penalty: 5431.347656
	Iteration 13Q: 3 clusters Score -7284068 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7285003.500000 Penalty: 5431.347656
	Iteration 14Q: 3 clusters Score -7285004 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7285349.500000 Penalty: 5431.347656
	Iteration 15Q: 3 clusters Score -7285350 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7285512.000000 Penalty: 5431.347656
	Iteration 16Q: 3 clusters Score -7285512 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7285576.000000 Penalty: 5431.347656
	Iteration 17Q: 3 clusters Score -7285576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7285620.500000 Penalty: 5431.347656
	Iteration 18Q: 3 clusters Score -7285620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7285653.500000 Penalty: 5431.347656
	Iteration 19Q: 3 clusters Score -7285654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7285673.000000 Penalty: 5431.347656
	Iteration 20F: 3 clusters Score -7285673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7285673.000000 Penalty: 5431.347656
	Iteration 21Q: 3 clusters Score -7285673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7285679.500000 Penalty: 5431.347656
	Iteration 22Q: 3 clusters Score -7285680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7285681.000000 Penalty: 5431.347656
	Iteration 23Q: 3 clusters Score -7285681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7285685.000000 Penalty: 5431.347656
	Iteration 24Q: 3 clusters Score -7285685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56575 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7285686.000000 Penalty: 5431.347656
	Iteration 25Q: 3 clusters Score -7285686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7285685.000000 Penalty: 5431.347656
	Iteration 26Q: 3 clusters Score -7285685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7285685.000000 Penalty: 5431.347656
	Iteration 27Q: 3 clusters Score -7285685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7285685.000000 Penalty: 5431.347656
	Iteration 28F: 3 clusters Score -7285685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Entering Unmasked Estep 
Score: -5429652.000000 Penalty: 2638.049561
	Iteration 0F: 2 clusters Score -5429652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -5401544.000000 Penalty: 5276.099121
	Iteration 0F: 3 clusters Score -5401544 nChanged 19030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -5412095.500000 Penalty: 5276.099121
	Iteration 1F: 3 clusters Score -5412096 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -5412679.500000 Penalty: 5276.099121
	Iteration 2Q: 3 clusters Score -5412680 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -5413337.000000 Penalty: 5276.099121
	Iteration 3Q: 3 clusters Score -5413337 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -5414095.500000 Penalty: 5276.099121
	Iteration 4Q: 3 clusters Score -5414096 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -5415282.500000 Penalty: 5276.099121
	Iteration 5F: 3 clusters Score -5415282 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -5416908.500000 Penalty: 5276.099121
	Iteration 6F: 3 clusters Score -5416908 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -5419028.000000 Penalty: 5276.099121
	Iteration 7F: 3 clusters Score -5419028 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -5421389.500000 Penalty: 5276.099121
	Iteration 8F: 3 clusters Score -5421390 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -5423563.500000 Penalty: 5276.099121
	Iteration 9F: 3 clusters Score -5423564 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -5425232.000000 Penalty: 5276.099121
	Iteration 10Q: 3 clusters Score -5425232 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -5426347.500000 Penalty: 5276.099121
	Iteration 11Q: 3 clusters Score -5426348 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5427022.000000 Penalty: 5276.099121
	Iteration 12Q: 3 clusters Score -5427022 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5427424.000000 Penalty: 5276.099121
	Iteration 13Q: 3 clusters Score -5427424 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5427612.000000 Penalty: 5276.099121
	Iteration 14Q: 3 clusters Score -5427612 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5427682.500000 Penalty: 5276.099121
	Iteration 15Q: 3 clusters Score -5427682 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5427726.500000 Penalty: 5276.099121
	Iteration 16Q: 3 clusters Score -5427726 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5427770.500000 Penalty: 5276.099121
	Iteration 17Q: 3 clusters Score -5427770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5427789.500000 Penalty: 5276.099121
	Iteration 18Q: 3 clusters Score -5427790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5427804.000000 Penalty: 5276.099121
	Iteration 19Q: 3 clusters Score -5427804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5427815.000000 Penalty: 5276.099121
	Iteration 20F: 3 clusters Score -5427815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5427827.000000 Penalty: 5276.099121
	Iteration 21Q: 3 clusters Score -5427827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5427826.000000 Penalty: 5276.099121
	Iteration 22Q: 3 clusters Score -5427826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5427833.000000 Penalty: 5276.099121
	Iteration 23Q: 3 clusters Score -5427833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5427832.000000 Penalty: 5276.099121
	Iteration 24Q: 3 clusters Score -5427832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5427831.000000 Penalty: 5276.099121
	Iteration 25Q: 3 clusters Score -5427831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5427830.500000 Penalty: 5276.099121
	Iteration 26Q: 3 clusters Score -5427830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5427836.500000 Penalty: 5276.099121
	Iteration 27Q: 3 clusters Score -5427836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5427835.000000 Penalty: 5276.099121
	Iteration 28Q: 3 clusters Score -5427835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5427844.000000 Penalty: 5276.099121
	Iteration 29Q: 3 clusters Score -5427844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5427844.000000 Penalty: 5276.099121
	Iteration 30F: 3 clusters Score -5427844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Entering Unmasked Estep 
Score: -1545691.625000 Penalty: 2337.592041
	Iteration 0F: 2 clusters Score -1545692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1536525.375000 Penalty: 4675.184082
	Iteration 0F: 3 clusters Score -1536525 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1539261.250000 Penalty: 4675.184082
	Iteration 1F: 3 clusters Score -1539261 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1539619.500000 Penalty: 4675.184082
	Iteration 2F: 3 clusters Score -1539620 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1539887.250000 Penalty: 4675.184082
	Iteration 3F: 3 clusters Score -1539887 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1540118.000000 Penalty: 4675.184082
	Iteration 4Q: 3 clusters Score -1540118 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1540307.000000 Penalty: 4675.184082
	Iteration 5Q: 3 clusters Score -1540307 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1540474.625000 Penalty: 4675.184082
	Iteration 6Q: 3 clusters Score -1540475 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1540607.875000 Penalty: 4675.184082
	Iteration 7Q: 3 clusters Score -1540608 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1540746.750000 Penalty: 4675.184082
	Iteration 8Q: 3 clusters Score -1540747 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1540888.875000 Penalty: 4675.184082
	Iteration 9Q: 3 clusters Score -1540889 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1541050.125000 Penalty: 4675.184082
	Iteration 10Q: 3 clusters Score -1541050 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1541193.750000 Penalty: 4675.184082
	Iteration 11Q: 3 clusters Score -1541194 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1541304.750000 Penalty: 4675.184082
	Iteration 12Q: 3 clusters Score -1541305 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1541411.625000 Penalty: 4675.184082
	Iteration 13Q: 3 clusters Score -1541412 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1541532.500000 Penalty: 4675.184082
	Iteration 14Q: 3 clusters Score -1541532 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1541670.875000 Penalty: 4675.184082
	Iteration 15Q: 3 clusters Score -1541671 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1541814.625000 Penalty: 4675.184082
	Iteration 16Q: 3 clusters Score -1541815 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1541956.625000 Penalty: 4675.184082
	Iteration 17Q: 3 clusters Score -1541957 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1542064.875000 Penalty: 4675.184082
	Iteration 18Q: 3 clusters Score -1542065 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1542153.125000 Penalty: 4675.184082
	Iteration 19Q: 3 clusters Score -1542153 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1542233.625000 Penalty: 4675.184082
	Iteration 20F: 3 clusters Score -1542234 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1542315.000000 Penalty: 4675.184082
	Iteration 21Q: 3 clusters Score -1542315 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1542394.000000 Penalty: 4675.184082
	Iteration 22Q: 3 clusters Score -1542394 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1542466.375000 Penalty: 4675.184082
	Iteration 23Q: 3 clusters Score -1542466 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1542523.875000 Penalty: 4675.184082
	Iteration 24Q: 3 clusters Score -1542524 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1542569.625000 Penalty: 4675.184082
	Iteration 25Q: 3 clusters Score -1542570 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1542613.000000 Penalty: 4675.184082
	Iteration 26Q: 3 clusters Score -1542613 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1542656.625000 Penalty: 4675.184082
	Iteration 27Q: 3 clusters Score -1542657 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1542695.875000 Penalty: 4675.184082
	Iteration 28Q: 3 clusters Score -1542696 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1542737.375000 Penalty: 4675.184082
	Iteration 29Q: 3 clusters Score -1542737 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1542781.000000 Penalty: 4675.184082
	Iteration 30Q: 3 clusters Score -1542781 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1542819.000000 Penalty: 4675.184082
	Iteration 31Q: 3 clusters Score -1542819 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1542849.375000 Penalty: 4675.184082
	Iteration 32Q: 3 clusters Score -1542849 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1542880.500000 Penalty: 4675.184082
	Iteration 33Q: 3 clusters Score -1542880 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1542912.000000 Penalty: 4675.184082
	Iteration 34Q: 3 clusters Score -1542912 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1542931.500000 Penalty: 4675.184082
	Iteration 35Q: 3 clusters Score -1542932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1542955.875000 Penalty: 4675.184082
	Iteration 36Q: 3 clusters Score -1542956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1542972.875000 Penalty: 4675.184082
	Iteration 37Q: 3 clusters Score -1542973 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1542999.000000 Penalty: 4675.184082
	Iteration 38Q: 3 clusters Score -1542999 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1543018.125000 Penalty: 4675.184082
	Iteration 39Q: 3 clusters Score -1543018 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1543039.875000 Penalty: 4675.184082
	Iteration 40F: 3 clusters Score -1543040 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1543057.750000 Penalty: 4675.184082
	Iteration 41Q: 3 clusters Score -1543058 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1543078.875000 Penalty: 4675.184082
	Iteration 42Q: 3 clusters Score -1543079 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1543101.875000 Penalty: 4675.184082
	Iteration 43Q: 3 clusters Score -1543102 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1543132.375000 Penalty: 4675.184082
	Iteration 44Q: 3 clusters Score -1543132 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1543159.000000 Penalty: 4675.184082
	Iteration 45Q: 3 clusters Score -1543159 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1543191.000000 Penalty: 4675.184082
	Iteration 46Q: 3 clusters Score -1543191 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1543209.750000 Penalty: 4675.184082
	Iteration 47Q: 3 clusters Score -1543210 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1543232.625000 Penalty: 4675.184082
	Iteration 48Q: 3 clusters Score -1543233 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1543255.250000 Penalty: 4675.184082
	Iteration 49Q: 3 clusters Score -1543255 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1543275.125000 Penalty: 4675.184082
	Iteration 50Q: 3 clusters Score -1543275 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1543298.875000 Penalty: 4675.184082
	Iteration 51Q: 3 clusters Score -1543299 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1543320.750000 Penalty: 4675.184082
	Iteration 52Q: 3 clusters Score -1543321 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1543337.000000 Penalty: 4675.184082
	Iteration 53Q: 3 clusters Score -1543337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1543351.625000 Penalty: 4675.184082
	Iteration 54Q: 3 clusters Score -1543352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1543366.500000 Penalty: 4675.184082
	Iteration 55Q: 3 clusters Score -1543366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1543381.750000 Penalty: 4675.184082
	Iteration 56Q: 3 clusters Score -1543382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1543397.250000 Penalty: 4675.184082
	Iteration 57Q: 3 clusters Score -1543397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1543413.000000 Penalty: 4675.184082
	Iteration 58Q: 3 clusters Score -1543413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1543429.375000 Penalty: 4675.184082
	Iteration 59Q: 3 clusters Score -1543429 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1543447.500000 Penalty: 4675.184082
	Iteration 60F: 3 clusters Score -1543448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1543461.750000 Penalty: 4675.184082
	Iteration 61Q: 3 clusters Score -1543462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1543478.125000 Penalty: 4675.184082
	Iteration 62Q: 3 clusters Score -1543478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1543489.375000 Penalty: 4675.184082
	Iteration 63Q: 3 clusters Score -1543489 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1543502.750000 Penalty: 4675.184082
	Iteration 64Q: 3 clusters Score -1543503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1543510.625000 Penalty: 4675.184082
	Iteration 65Q: 3 clusters Score -1543511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1543519.000000 Penalty: 4675.184082
	Iteration 66Q: 3 clusters Score -1543519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1543527.875000 Penalty: 4675.184082
	Iteration 67Q: 3 clusters Score -1543528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1543535.500000 Penalty: 4675.184082
	Iteration 68Q: 3 clusters Score -1543536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1543543.125000 Penalty: 4675.184082
	Iteration 69Q: 3 clusters Score -1543543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1543555.250000 Penalty: 4675.184082
	Iteration 70Q: 3 clusters Score -1543555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1543562.500000 Penalty: 4675.184082
	Iteration 71Q: 3 clusters Score -1543562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1543567.625000 Penalty: 4675.184082
	Iteration 72Q: 3 clusters Score -1543568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1543576.875000 Penalty: 4675.184082
	Iteration 73Q: 3 clusters Score -1543577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1543586.500000 Penalty: 4675.184082
	Iteration 74Q: 3 clusters Score -1543586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1543589.500000 Penalty: 4675.184082
	Iteration 75Q: 3 clusters Score -1543590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1543599.625000 Penalty: 4675.184082
	Iteration 76Q: 3 clusters Score -1543600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1543606.500000 Penalty: 4675.184082
	Iteration 77Q: 3 clusters Score -1543606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1543610.250000 Penalty: 4675.184082
	Iteration 78Q: 3 clusters Score -1543610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1543614.375000 Penalty: 4675.184082
	Iteration 79Q: 3 clusters Score -1543614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1543617.875000 Penalty: 4675.184082
	Iteration 80F: 3 clusters Score -1543618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1543623.875000 Penalty: 4675.184082
	Iteration 81Q: 3 clusters Score -1543624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1543627.000000 Penalty: 4675.184082
	Iteration 82Q: 3 clusters Score -1543627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1543631.875000 Penalty: 4675.184082
	Iteration 83Q: 3 clusters Score -1543632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1543632.125000 Penalty: 4675.184082
	Iteration 84Q: 3 clusters Score -1543632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1543634.750000 Penalty: 4675.184082
	Iteration 85Q: 3 clusters Score -1543635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1543637.625000 Penalty: 4675.184082
	Iteration 86Q: 3 clusters Score -1543638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1543638.125000 Penalty: 4675.184082
	Iteration 87Q: 3 clusters Score -1543638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1543638.125000 Penalty: 4675.184082
	Iteration 88F: 3 clusters Score -1543638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Entering Unmasked Estep 
Score: -799666.937500 Penalty: 2172.475586
	Iteration 0F: 2 clusters Score -799666.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -794256.937500 Penalty: 4344.951172
	Iteration 0F: 3 clusters Score -794256.9 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -795739.625000 Penalty: 4344.951172
	Iteration 1F: 3 clusters Score -795739.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -796037.312500 Penalty: 4344.951172
	Iteration 2F: 3 clusters Score -796037.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -796272.500000 Penalty: 4344.951172
	Iteration 3F: 3 clusters Score -796272.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -796542.500000 Penalty: 4344.951172
	Iteration 4Q: 3 clusters Score -796542.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -796807.937500 Penalty: 4344.951172
	Iteration 5Q: 3 clusters Score -796807.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -797046.687500 Penalty: 4344.951172
	Iteration 6F: 3 clusters Score -797046.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -797236.250000 Penalty: 4344.951172
	Iteration 7Q: 3 clusters Score -797236.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -797383.750000 Penalty: 4344.951172
	Iteration 8Q: 3 clusters Score -797383.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -797525.062500 Penalty: 4344.951172
	Iteration 9Q: 3 clusters Score -797525.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -797636.375000 Penalty: 4344.951172
	Iteration 10Q: 3 clusters Score -797636.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -797737.625000 Penalty: 4344.951172
	Iteration 11Q: 3 clusters Score -797737.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -797815.812500 Penalty: 4344.951172
	Iteration 12Q: 3 clusters Score -797815.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -797885.250000 Penalty: 4344.951172
	Iteration 13Q: 3 clusters Score -797885.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -797949.125000 Penalty: 4344.951172
	Iteration 14Q: 3 clusters Score -797949.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -797994.937500 Penalty: 4344.951172
	Iteration 15Q: 3 clusters Score -797994.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -798032.125000 Penalty: 4344.951172
	Iteration 16Q: 3 clusters Score -798032.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -798081.687500 Penalty: 4344.951172
	Iteration 17Q: 3 clusters Score -798081.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -798128.375000 Penalty: 4344.951172
	Iteration 18Q: 3 clusters Score -798128.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -798159.875000 Penalty: 4344.951172
	Iteration 19Q: 3 clusters Score -798159.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -798186.187500 Penalty: 4344.951172
	Iteration 20F: 3 clusters Score -798186.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -798208.687500 Penalty: 4344.951172
	Iteration 21Q: 3 clusters Score -798208.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -798233.375000 Penalty: 4344.951172
	Iteration 22Q: 3 clusters Score -798233.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -798249.000000 Penalty: 4344.951172
	Iteration 23Q: 3 clusters Score -798249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -798262.312500 Penalty: 4344.951172
	Iteration 24Q: 3 clusters Score -798262.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -798275.687500 Penalty: 4344.951172
	Iteration 25Q: 3 clusters Score -798275.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -798288.625000 Penalty: 4344.951172
	Iteration 26Q: 3 clusters Score -798288.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -798297.750000 Penalty: 4344.951172
	Iteration 27Q: 3 clusters Score -798297.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -798305.812500 Penalty: 4344.951172
	Iteration 28Q: 3 clusters Score -798305.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -798317.000000 Penalty: 4344.951172
	Iteration 29Q: 3 clusters Score -798317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -798323.750000 Penalty: 4344.951172
	Iteration 30Q: 3 clusters Score -798323.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -798329.625000 Penalty: 4344.951172
	Iteration 31Q: 3 clusters Score -798329.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -798338.562500 Penalty: 4344.951172
	Iteration 32Q: 3 clusters Score -798338.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -798350.125000 Penalty: 4344.951172
	Iteration 33Q: 3 clusters Score -798350.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -798359.625000 Penalty: 4344.951172
	Iteration 34Q: 3 clusters Score -798359.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -798366.187500 Penalty: 4344.951172
	Iteration 35Q: 3 clusters Score -798366.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -798368.375000 Penalty: 4344.951172
	Iteration 36Q: 3 clusters Score -798368.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -798369.500000 Penalty: 4344.951172
	Iteration 37Q: 3 clusters Score -798369.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -798372.062500 Penalty: 4344.951172
	Iteration 38Q: 3 clusters Score -798372.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -798375.000000 Penalty: 4344.951172
	Iteration 39Q: 3 clusters Score -798375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -798378.250000 Penalty: 4344.951172
	Iteration 40F: 3 clusters Score -798378.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -798382.312500 Penalty: 4344.951172
	Iteration 41Q: 3 clusters Score -798382.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -798385.437500 Penalty: 4344.951172
	Iteration 42Q: 3 clusters Score -798385.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -798389.625000 Penalty: 4344.951172
	Iteration 43Q: 3 clusters Score -798389.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -798392.125000 Penalty: 4344.951172
	Iteration 44Q: 3 clusters Score -798392.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -798394.437500 Penalty: 4344.951172
	Iteration 45Q: 3 clusters Score -798394.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -798398.125000 Penalty: 4344.951172
	Iteration 46Q: 3 clusters Score -798398.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -798403.937500 Penalty: 4344.951172
	Iteration 47Q: 3 clusters Score -798403.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -798408.187500 Penalty: 4344.951172
	Iteration 48Q: 3 clusters Score -798408.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -798412.437500 Penalty: 4344.951172
	Iteration 49Q: 3 clusters Score -798412.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -798417.312500 Penalty: 4344.951172
	Iteration 50Q: 3 clusters Score -798417.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -798422.625000 Penalty: 4344.951172
	Iteration 51Q: 3 clusters Score -798422.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -798428.562500 Penalty: 4344.951172
	Iteration 52Q: 3 clusters Score -798428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -798429.875000 Penalty: 4344.951172
	Iteration 53Q: 3 clusters Score -798429.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -798430.750000 Penalty: 4344.951172
	Iteration 54Q: 3 clusters Score -798430.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -798431.500000 Penalty: 4344.951172
	Iteration 55Q: 3 clusters Score -798431.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -798432.812500 Penalty: 4344.951172
	Iteration 56Q: 3 clusters Score -798432.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -798433.625000 Penalty: 4344.951172
	Iteration 57Q: 3 clusters Score -798433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -798433.562500 Penalty: 4344.951172
	Iteration 58Q: 3 clusters Score -798433.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -798434.250000 Penalty: 4344.951172
	Iteration 59Q: 3 clusters Score -798434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -798435.062500 Penalty: 4344.951172
	Iteration 60F: 3 clusters Score -798435.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -798436.937500 Penalty: 4344.951172
	Iteration 61Q: 3 clusters Score -798436.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -798442.062500 Penalty: 4344.951172
	Iteration 62Q: 3 clusters Score -798442.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -798443.437500 Penalty: 4344.951172
	Iteration 63Q: 3 clusters Score -798443.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -798445.250000 Penalty: 4344.951172
	Iteration 64Q: 3 clusters Score -798445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -798445.750000 Penalty: 4344.951172
	Iteration 65Q: 3 clusters Score -798445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -798446.375000 Penalty: 4344.951172
	Iteration 66Q: 3 clusters Score -798446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -798446.375000 Penalty: 4344.951172
	Iteration 67F: 3 clusters Score -798446.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Entering Unmasked Estep 
Score: -3513566.000000 Penalty: 2550.052979
	Iteration 0F: 2 clusters Score -3513566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3493579.750000 Penalty: 5100.105957
	Iteration 0F: 3 clusters Score -3493580 nChanged 13119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -3500782.500000 Penalty: 5100.105957
	Iteration 1F: 3 clusters Score -3500782 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3501583.500000 Penalty: 5100.105957
	Iteration 2F: 3 clusters Score -3501584 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3502512.250000 Penalty: 5100.105957
	Iteration 3F: 3 clusters Score -3502512 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3503684.250000 Penalty: 5100.105957
	Iteration 4F: 3 clusters Score -3503684 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -3505126.250000 Penalty: 5100.105957
	Iteration 5F: 3 clusters Score -3505126 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -3506607.750000 Penalty: 5100.105957
	Iteration 6F: 3 clusters Score -3506608 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -3507819.000000 Penalty: 5100.105957
	Iteration 7F: 3 clusters Score -3507819 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3508796.000000 Penalty: 5100.105957
	Iteration 8Q: 3 clusters Score -3508796 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -3509584.750000 Penalty: 5100.105957
	Iteration 9Q: 3 clusters Score -3509585 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3510218.000000 Penalty: 5100.105957
	Iteration 10Q: 3 clusters Score -3510218 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -3510734.500000 Penalty: 5100.105957
	Iteration 11Q: 3 clusters Score -3510734 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -3511097.750000 Penalty: 5100.105957
	Iteration 12Q: 3 clusters Score -3511098 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3511358.500000 Penalty: 5100.105957
	Iteration 13Q: 3 clusters Score -3511358 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3511635.500000 Penalty: 5100.105957
	Iteration 14Q: 3 clusters Score -3511636 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3511884.000000 Penalty: 5100.105957
	Iteration 15Q: 3 clusters Score -3511884 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -3512056.750000 Penalty: 5100.105957
	Iteration 16Q: 3 clusters Score -3512057 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3512140.000000 Penalty: 5100.105957
	Iteration 17Q: 3 clusters Score -3512140 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3512184.500000 Penalty: 5100.105957
	Iteration 18Q: 3 clusters Score -3512184 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3512212.250000 Penalty: 5100.105957
	Iteration 19Q: 3 clusters Score -3512212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -3512229.500000 Penalty: 5100.105957
	Iteration 20F: 3 clusters Score -3512230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3512233.750000 Penalty: 5100.105957
	Iteration 21Q: 3 clusters Score -3512234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3512251.250000 Penalty: 5100.105957
	Iteration 22Q: 3 clusters Score -3512251 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3512257.750000 Penalty: 5100.105957
	Iteration 23Q: 3 clusters Score -3512258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -3512257.500000 Penalty: 5100.105957
	Iteration 24Q: 3 clusters Score -3512258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3512259.000000 Penalty: 5100.105957
	Iteration 25Q: 3 clusters Score -3512259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3512263.500000 Penalty: 5100.105957
	Iteration 26Q: 3 clusters Score -3512264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -3512266.500000 Penalty: 5100.105957
	Iteration 27Q: 3 clusters Score -3512266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3512272.750000 Penalty: 5100.105957
	Iteration 28Q: 3 clusters Score -3512273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3512274.000000 Penalty: 5100.105957
	Iteration 29Q: 3 clusters Score -3512274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3512276.250000 Penalty: 5100.105957
	Iteration 30Q: 3 clusters Score -3512276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3512271.250000 Penalty: 5100.105957
	Iteration 31Q: 3 clusters Score -3512271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3512271.250000 Penalty: 5100.105957
	Iteration 32Q: 3 clusters Score -3512271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3512270.250000 Penalty: 5100.105957
	Iteration 33Q: 3 clusters Score -3512270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -3512267.750000 Penalty: 5100.105957
	Iteration 34Q: 3 clusters Score -3512268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3512265.500000 Penalty: 5100.105957
	Iteration 35Q: 3 clusters Score -3512266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3512270.500000 Penalty: 5100.105957
	Iteration 36Q: 3 clusters Score -3512270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3512270.500000 Penalty: 5100.105957
	Iteration 37Q: 3 clusters Score -3512270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3512278.250000 Penalty: 5100.105957
	Iteration 38Q: 3 clusters Score -3512278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3512272.500000 Penalty: 5100.105957
	Iteration 39Q: 3 clusters Score -3512272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3512271.750000 Penalty: 5100.105957
	Iteration 40F: 3 clusters Score -3512272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3512268.000000 Penalty: 5100.105957
	Iteration 41Q: 3 clusters Score -3512268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3512270.500000 Penalty: 5100.105957
	Iteration 42Q: 3 clusters Score -3512270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3512269.250000 Penalty: 5100.105957
	Iteration 43Q: 3 clusters Score -3512269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3512266.500000 Penalty: 5100.105957
	Iteration 44Q: 3 clusters Score -3512266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3512266.500000 Penalty: 5100.105957
	Iteration 45F: 3 clusters Score -3512266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -60407.566406 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -60407.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58893.253906 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -58893.25 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59053.703125 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -59053.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59108.792969 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -59108.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59131.781250 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -59131.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59142.394531 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -59142.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59156.613281 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -59156.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59163.937500 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -59163.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59163.937500 Penalty: 3080.457520
	Iteration 7F: 3 clusters Score -59163.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -86951.812500 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -86951.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -85228.578125 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -85228.58 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -85697.804688 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -85697.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -85921.914062 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -85921.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -86084.953125 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -86084.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -86237.757812 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -86237.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -86358.210938 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -86358.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -86438.187500 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -86438.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -86522.679688 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -86522.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -86556.695312 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -86556.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -86581.562500 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -86581.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86601.054688 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -86601.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -86644.460938 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -86644.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -86668.960938 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -86668.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -86680.296875 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -86680.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -86682.820312 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -86682.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -86685.820312 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -86685.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86693.781250 Penalty: 3312.457520
	Iteration 16Q: 3 clusters Score -86693.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -86696.476562 Penalty: 3312.457520
	Iteration 17Q: 3 clusters Score -86696.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -86703.851562 Penalty: 3312.457520
	Iteration 18Q: 3 clusters Score -86703.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -86709.882812 Penalty: 3312.457520
	Iteration 19Q: 3 clusters Score -86709.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -86715.429688 Penalty: 3312.457520
	Iteration 20F: 3 clusters Score -86715.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -86722.375000 Penalty: 3312.457520
	Iteration 21Q: 3 clusters Score -86722.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -86730.296875 Penalty: 3312.457520
	Iteration 22Q: 3 clusters Score -86730.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -86736.085938 Penalty: 3312.457520
	Iteration 23Q: 3 clusters Score -86736.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -86739.750000 Penalty: 3312.457520
	Iteration 24Q: 3 clusters Score -86739.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -86749.460938 Penalty: 3312.457520
	Iteration 25Q: 3 clusters Score -86749.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -86760.117188 Penalty: 3312.457520
	Iteration 26Q: 3 clusters Score -86760.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -86769.921875 Penalty: 3312.457520
	Iteration 27Q: 3 clusters Score -86769.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -86818.718750 Penalty: 3312.457520
	Iteration 28Q: 3 clusters Score -86818.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -86889.750000 Penalty: 3312.457520
	Iteration 29Q: 3 clusters Score -86889.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -87021.226562 Penalty: 3312.457520
	Iteration 30Q: 3 clusters Score -87021.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -87112.812500 Penalty: 3312.457520
	Iteration 31Q: 3 clusters Score -87112.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -87188.976562 Penalty: 3312.457520
	Iteration 32Q: 3 clusters Score -87188.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -87228.687500 Penalty: 3312.457520
	Iteration 33Q: 3 clusters Score -87228.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -87279.718750 Penalty: 3312.457520
	Iteration 34Q: 3 clusters Score -87279.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -87337.554688 Penalty: 3312.457520
	Iteration 35Q: 3 clusters Score -87337.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -87359.750000 Penalty: 3312.457520
	Iteration 36Q: 3 clusters Score -87359.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -87403.218750 Penalty: 3312.457520
	Iteration 37Q: 3 clusters Score -87403.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -87420.562500 Penalty: 3312.457520
	Iteration 38Q: 3 clusters Score -87420.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -87445.789062 Penalty: 3312.457520
	Iteration 39Q: 3 clusters Score -87445.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -87458.664062 Penalty: 3312.457520
	Iteration 40F: 3 clusters Score -87458.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -87467.437500 Penalty: 3312.457520
	Iteration 41Q: 3 clusters Score -87467.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -87486.945312 Penalty: 3312.457520
	Iteration 42Q: 3 clusters Score -87486.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87506.601562 Penalty: 3312.457520
	Iteration 43Q: 3 clusters Score -87506.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87528.539062 Penalty: 3312.457520
	Iteration 44Q: 3 clusters Score -87528.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -87569.828125 Penalty: 3312.457520
	Iteration 45Q: 3 clusters Score -87569.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -87600.609375 Penalty: 3312.457520
	Iteration 46Q: 3 clusters Score -87600.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87624.718750 Penalty: 3312.457520
	Iteration 47Q: 3 clusters Score -87624.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87653.234375 Penalty: 3312.457520
	Iteration 48Q: 3 clusters Score -87653.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -87657.515625 Penalty: 3312.457520
	Iteration 49Q: 3 clusters Score -87657.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -87659.039062 Penalty: 3312.457520
	Iteration 50Q: 3 clusters Score -87659.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -87659.039062 Penalty: 3312.457520
	Iteration 51F: 3 clusters Score -87659.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276493 members 
Mstep: Class 8 contains 16674 members 
Mstep: Class 9 contains 26576 members 
Mstep: Class 10 contains 160492 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14484 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56971 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12404 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29216 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 21 contains 7146 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 380 members 
Entering Unmasked Estep 
Score: -90832424.000000 Penalty: 80247.148438
Splitting cluster 20 changes total score from -90833416.000000 to -90832424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (7146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Entering Unmasked Estep 
Score: -800987.062500 Penalty: 2200.828369
	Iteration 0F: 2 clusters Score -800987.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -795115.437500 Penalty: 4401.656738
	Iteration 0F: 3 clusters Score -795115.4 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -796958.000000 Penalty: 4401.656738
	Iteration 1F: 3 clusters Score -796958 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -797398.437500 Penalty: 4401.656738
	Iteration 2F: 3 clusters Score -797398.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -797744.437500 Penalty: 4401.656738
	Iteration 3F: 3 clusters Score -797744.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -798061.375000 Penalty: 4401.656738
	Iteration 4F: 3 clusters Score -798061.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -798371.125000 Penalty: 4401.656738
	Iteration 5F: 3 clusters Score -798371.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -798664.000000 Penalty: 4401.656738
	Iteration 6F: 3 clusters Score -798664 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -798934.062500 Penalty: 4401.656738
	Iteration 7Q: 3 clusters Score -798934.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -799119.812500 Penalty: 4401.656738
	Iteration 8Q: 3 clusters Score -799119.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -799269.062500 Penalty: 4401.656738
	Iteration 9Q: 3 clusters Score -799269.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -799376.062500 Penalty: 4401.656738
	Iteration 10Q: 3 clusters Score -799376.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -799465.437500 Penalty: 4401.656738
	Iteration 11Q: 3 clusters Score -799465.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -799540.687500 Penalty: 4401.656738
	Iteration 12Q: 3 clusters Score -799540.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -799603.562500 Penalty: 4401.656738
	Iteration 13Q: 3 clusters Score -799603.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -799665.375000 Penalty: 4401.656738
	Iteration 14Q: 3 clusters Score -799665.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -799714.437500 Penalty: 4401.656738
	Iteration 15Q: 3 clusters Score -799714.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -799768.187500 Penalty: 4401.656738
	Iteration 16Q: 3 clusters Score -799768.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -799808.500000 Penalty: 4401.656738
	Iteration 17Q: 3 clusters Score -799808.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -799831.437500 Penalty: 4401.656738
	Iteration 18Q: 3 clusters Score -799831.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -799848.062500 Penalty: 4401.656738
	Iteration 19Q: 3 clusters Score -799848.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -799858.125000 Penalty: 4401.656738
	Iteration 20F: 3 clusters Score -799858.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -799861.125000 Penalty: 4401.656738
	Iteration 21Q: 3 clusters Score -799861.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -799867.625000 Penalty: 4401.656738
	Iteration 22Q: 3 clusters Score -799867.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -799873.062500 Penalty: 4401.656738
	Iteration 23Q: 3 clusters Score -799873.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -799877.937500 Penalty: 4401.656738
	Iteration 24Q: 3 clusters Score -799877.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -799882.937500 Penalty: 4401.656738
	Iteration 25Q: 3 clusters Score -799882.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -799883.500000 Penalty: 4401.656738
	Iteration 26Q: 3 clusters Score -799883.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -799889.875000 Penalty: 4401.656738
	Iteration 27Q: 3 clusters Score -799889.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -799891.375000 Penalty: 4401.656738
	Iteration 28Q: 3 clusters Score -799891.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -799895.812500 Penalty: 4401.656738
	Iteration 29Q: 3 clusters Score -799895.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -799894.750000 Penalty: 4401.656738
	Iteration 30Q: 3 clusters Score -799894.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -799896.437500 Penalty: 4401.656738
	Iteration 31Q: 3 clusters Score -799896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -799897.500000 Penalty: 4401.656738
	Iteration 32Q: 3 clusters Score -799897.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -799899.062500 Penalty: 4401.656738
	Iteration 33Q: 3 clusters Score -799899.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -799899.437500 Penalty: 4401.656738
	Iteration 34Q: 3 clusters Score -799899.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -799902.000000 Penalty: 4401.656738
	Iteration 35Q: 3 clusters Score -799902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -799904.187500 Penalty: 4401.656738
	Iteration 36Q: 3 clusters Score -799904.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -799906.062500 Penalty: 4401.656738
	Iteration 37Q: 3 clusters Score -799906.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -799905.062500 Penalty: 4401.656738
	Iteration 38Q: 3 clusters Score -799905.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -799905.000000 Penalty: 4401.656738
	Iteration 39Q: 3 clusters Score -799905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -799908.562500 Penalty: 4401.656738
	Iteration 40F: 3 clusters Score -799908.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -799909.062500 Penalty: 4401.656738
	Iteration 41Q: 3 clusters Score -799909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -799909.312500 Penalty: 4401.656738
	Iteration 42Q: 3 clusters Score -799909.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -799909.312500 Penalty: 4401.656738
	Iteration 43F: 3 clusters Score -799909.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -80394.492188 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -80394.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78731.132812 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -78731.13 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79268.609375 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -79268.61 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79529.703125 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -79529.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -79730.781250 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -79730.78 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -79994.937500 Penalty: 3274.210205
	Iteration 4F: 3 clusters Score -79994.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -80281.343750 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -80281.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -80333.703125 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -80333.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -80358.898438 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -80358.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -80377.726562 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -80377.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -80392.304688 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -80392.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -80405.304688 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -80405.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -80414.492188 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -80414.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -80417.867188 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -80417.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -80423.234375 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -80423.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -80430.046875 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -80430.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -80438.976562 Penalty: 3274.210205
	Iteration 15Q: 3 clusters Score -80438.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -80448.437500 Penalty: 3274.210205
	Iteration 16Q: 3 clusters Score -80448.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -80457.382812 Penalty: 3274.210205
	Iteration 17Q: 3 clusters Score -80457.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -80465.328125 Penalty: 3274.210205
	Iteration 18Q: 3 clusters Score -80465.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -80467.585938 Penalty: 3274.210205
	Iteration 19Q: 3 clusters Score -80467.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -80467.585938 Penalty: 3274.210205
	Iteration 20F: 3 clusters Score -80467.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276493 members 
Mstep: Class 8 contains 16674 members 
Mstep: Class 9 contains 26576 members 
Mstep: Class 10 contains 160492 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14484 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56971 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12404 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29216 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7146 members 
Mstep: Class 22 contains 553 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 183 members 
Entering Unmasked Estep 
Score: -90831848.000000 Penalty: 80247.148438
Splitting cluster 22 changes total score from -90833416.000000 to -90831848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -292102.187500 Penalty: 1921.296875
	Iteration 0F: 2 clusters Score -292102.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -289279.031250 Penalty: 3842.593750
	Iteration 0F: 3 clusters Score -289279 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -289844.875000 Penalty: 3842.593750
	Iteration 1F: 3 clusters Score -289844.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -289988.062500 Penalty: 3842.593750
	Iteration 2F: 3 clusters Score -289988.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -290068.000000 Penalty: 3842.593750
	Iteration 3Q: 3 clusters Score -290068 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -290112.218750 Penalty: 3842.593750
	Iteration 4Q: 3 clusters Score -290112.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -290142.406250 Penalty: 3842.593750
	Iteration 5Q: 3 clusters Score -290142.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -290163.906250 Penalty: 3842.593750
	Iteration 6Q: 3 clusters Score -290163.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -290178.156250 Penalty: 3842.593750
	Iteration 7Q: 3 clusters Score -290178.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -290187.968750 Penalty: 3842.593750
	Iteration 8Q: 3 clusters Score -290188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -290199.500000 Penalty: 3842.593750
	Iteration 9Q: 3 clusters Score -290199.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -290207.250000 Penalty: 3842.593750
	Iteration 10Q: 3 clusters Score -290207.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -290215.500000 Penalty: 3842.593750
	Iteration 11Q: 3 clusters Score -290215.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -290227.062500 Penalty: 3842.593750
	Iteration 12Q: 3 clusters Score -290227.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -290238.125000 Penalty: 3842.593750
	Iteration 13Q: 3 clusters Score -290238.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -290249.000000 Penalty: 3842.593750
	Iteration 14Q: 3 clusters Score -290249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -290255.562500 Penalty: 3842.593750
	Iteration 15Q: 3 clusters Score -290255.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -290258.281250 Penalty: 3842.593750
	Iteration 16Q: 3 clusters Score -290258.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -290260.281250 Penalty: 3842.593750
	Iteration 17Q: 3 clusters Score -290260.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -290264.406250 Penalty: 3842.593750
	Iteration 18Q: 3 clusters Score -290264.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -290268.437500 Penalty: 3842.593750
	Iteration 19Q: 3 clusters Score -290268.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -290271.781250 Penalty: 3842.593750
	Iteration 20F: 3 clusters Score -290271.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -290276.937500 Penalty: 3842.593750
	Iteration 21Q: 3 clusters Score -290276.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -290281.875000 Penalty: 3842.593750
	Iteration 22Q: 3 clusters Score -290281.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -290285.687500 Penalty: 3842.593750
	Iteration 23Q: 3 clusters Score -290285.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -290291.156250 Penalty: 3842.593750
	Iteration 24Q: 3 clusters Score -290291.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -290297.281250 Penalty: 3842.593750
	Iteration 25Q: 3 clusters Score -290297.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -290301.343750 Penalty: 3842.593750
	Iteration 26Q: 3 clusters Score -290301.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -290304.031250 Penalty: 3842.593750
	Iteration 27Q: 3 clusters Score -290304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -290306.343750 Penalty: 3842.593750
	Iteration 28Q: 3 clusters Score -290306.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -290308.843750 Penalty: 3842.593750
	Iteration 29Q: 3 clusters Score -290308.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -290310.531250 Penalty: 3842.593750
	Iteration 30Q: 3 clusters Score -290310.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -290311.687500 Penalty: 3842.593750
	Iteration 31Q: 3 clusters Score -290311.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -290312.562500 Penalty: 3842.593750
	Iteration 32Q: 3 clusters Score -290312.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -290313.343750 Penalty: 3842.593750
	Iteration 33Q: 3 clusters Score -290313.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -290314.312500 Penalty: 3842.593750
	Iteration 34Q: 3 clusters Score -290314.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -290315.218750 Penalty: 3842.593750
	Iteration 35Q: 3 clusters Score -290315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -290315.781250 Penalty: 3842.593750
	Iteration 36Q: 3 clusters Score -290315.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -290316.125000 Penalty: 3842.593750
	Iteration 37Q: 3 clusters Score -290316.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -290316.125000 Penalty: 3842.593750
	Iteration 38F: 3 clusters Score -290316.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13790 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276493 members 
Mstep: Class 8 contains 16674 members 
Mstep: Class 9 contains 26576 members 
Mstep: Class 10 contains 160492 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14484 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56971 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12404 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29216 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7146 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833424.000000 Penalty: 76903.515625
Iteration 199Q: 24 clusters Score -9.083342e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276483 members 
Mstep: Class 8 contains 16697 members 
Mstep: Class 9 contains 26558 members 
Mstep: Class 10 contains 160492 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 14485 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56971 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12403 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29217 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7149 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833368.000000 Penalty: 76903.515625
Iteration 200F: 24 clusters Score -9.083337e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13792 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276481 members 
Mstep: Class 8 contains 16721 members 
Mstep: Class 9 contains 26539 members 
Mstep: Class 10 contains 160491 members 
Mstep: Class 11 contains 437 members 
Mstep: Class 12 contains 14485 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56970 members 
Mstep: Class 15 contains 41658 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29214 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7151 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833408.000000 Penalty: 76903.515625
Iteration 201Q: 24 clusters Score -9.083341e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 13792 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276476 members 
Mstep: Class 8 contains 16742 members 
Mstep: Class 9 contains 26521 members 
Mstep: Class 10 contains 160489 members 
Mstep: Class 11 contains 439 members 
Mstep: Class 12 contains 14483 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56970 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29215 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7151 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833424.000000 Penalty: 76903.515625
Iteration 202Q: 24 clusters Score -9.083342e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 13795 members 
Mstep: Class 3 contains 1312 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276463 members 
Mstep: Class 8 contains 16763 members 
Mstep: Class 9 contains 26504 members 
Mstep: Class 10 contains 160494 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14482 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56970 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12401 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29219 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7153 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833464.000000 Penalty: 76903.515625
Iteration 203Q: 24 clusters Score -9.083346e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276454 members 
Mstep: Class 8 contains 16785 members 
Mstep: Class 9 contains 26482 members 
Mstep: Class 10 contains 160497 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14481 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56968 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12401 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 29221 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7153 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833440.000000 Penalty: 76903.515625
Iteration 204Q: 24 clusters Score -9.083344e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5274 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276454 members 
Mstep: Class 8 contains 16797 members 
Mstep: Class 9 contains 26469 members 
Mstep: Class 10 contains 160496 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14479 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56969 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12401 members 
Mstep: Class 17 contains 6373 members 
Mstep: Class 18 contains 29226 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7153 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833424.000000 Penalty: 76903.515625
Iteration 205Q: 24 clusters Score -9.083342e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276454 members 
Mstep: Class 8 contains 16807 members 
Mstep: Class 9 contains 26457 members 
Mstep: Class 10 contains 160496 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14478 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56970 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12401 members 
Mstep: Class 17 contains 6372 members 
Mstep: Class 18 contains 29226 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7154 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833416.000000 Penalty: 76903.515625
Iteration 206Q: 24 clusters Score -9.083342e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276455 members 
Mstep: Class 8 contains 16813 members 
Mstep: Class 9 contains 26448 members 
Mstep: Class 10 contains 160499 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14479 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56969 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12401 members 
Mstep: Class 17 contains 6371 members 
Mstep: Class 18 contains 29228 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7153 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833320.000000 Penalty: 76903.515625
Iteration 207Q: 24 clusters Score -9.083332e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276460 members 
Mstep: Class 8 contains 16823 members 
Mstep: Class 9 contains 26439 members 
Mstep: Class 10 contains 160495 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14478 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56968 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12401 members 
Mstep: Class 17 contains 6370 members 
Mstep: Class 18 contains 29228 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7153 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833328.000000 Penalty: 76903.515625
Iteration 208Q: 24 clusters Score -9.083333e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276462 members 
Mstep: Class 8 contains 16825 members 
Mstep: Class 9 contains 26438 members 
Mstep: Class 10 contains 160495 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14477 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56969 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 29227 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7153 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833336.000000 Penalty: 76903.515625
Iteration 209Q: 24 clusters Score -9.083334e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276466 members 
Mstep: Class 8 contains 16829 members 
Mstep: Class 9 contains 26432 members 
Mstep: Class 10 contains 160499 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14475 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56968 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 6364 members 
Mstep: Class 18 contains 29227 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7153 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833360.000000 Penalty: 76903.515625
Iteration 210Q: 24 clusters Score -9.083336e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276469 members 
Mstep: Class 8 contains 16833 members 
Mstep: Class 9 contains 26426 members 
Mstep: Class 10 contains 160502 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14475 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56966 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 6361 members 
Mstep: Class 18 contains 29228 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7153 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833352.000000 Penalty: 76903.515625
Iteration 211Q: 24 clusters Score -9.083335e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276471 members 
Mstep: Class 8 contains 16837 members 
Mstep: Class 9 contains 26421 members 
Mstep: Class 10 contains 160506 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14476 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56962 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 6359 members 
Mstep: Class 18 contains 29227 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7154 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833392.000000 Penalty: 76903.515625
Iteration 212Q: 24 clusters Score -9.083339e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276482 members 
Mstep: Class 8 contains 16840 members 
Mstep: Class 9 contains 26416 members 
Mstep: Class 10 contains 160506 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14476 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56955 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 6355 members 
Mstep: Class 18 contains 29228 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7155 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833456.000000 Penalty: 76903.515625
Iteration 213Q: 24 clusters Score -9.083346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276487 members 
Mstep: Class 8 contains 16846 members 
Mstep: Class 9 contains 26411 members 
Mstep: Class 10 contains 160507 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14476 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56951 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 6352 members 
Mstep: Class 18 contains 29228 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7155 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833432.000000 Penalty: 76903.515625
Iteration 214Q: 24 clusters Score -9.083343e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276494 members 
Mstep: Class 8 contains 16858 members 
Mstep: Class 9 contains 26398 members 
Mstep: Class 10 contains 160509 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14476 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56944 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 6349 members 
Mstep: Class 18 contains 29229 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7155 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833440.000000 Penalty: 76903.515625
Iteration 215Q: 24 clusters Score -9.083344e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276501 members 
Mstep: Class 8 contains 16872 members 
Mstep: Class 9 contains 26383 members 
Mstep: Class 10 contains 160510 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14476 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56939 members 
Mstep: Class 15 contains 41664 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 6346 members 
Mstep: Class 18 contains 29229 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7155 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833400.000000 Penalty: 76903.515625
Iteration 216Q: 24 clusters Score -9.08334e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276499 members 
Mstep: Class 8 contains 16886 members 
Mstep: Class 9 contains 26365 members 
Mstep: Class 10 contains 160515 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14476 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56939 members 
Mstep: Class 15 contains 41664 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 6344 members 
Mstep: Class 18 contains 29232 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7155 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833464.000000 Penalty: 76903.515625
Iteration 217Q: 24 clusters Score -9.083346e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276497 members 
Mstep: Class 8 contains 16897 members 
Mstep: Class 9 contains 26359 members 
Mstep: Class 10 contains 160515 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14476 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56938 members 
Mstep: Class 15 contains 41665 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 6341 members 
Mstep: Class 18 contains 29232 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7155 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833392.000000 Penalty: 76903.515625
Iteration 218Q: 24 clusters Score -9.083339e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276503 members 
Mstep: Class 8 contains 16906 members 
Mstep: Class 9 contains 26347 members 
Mstep: Class 10 contains 160516 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14476 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56934 members 
Mstep: Class 15 contains 41666 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29233 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7157 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833424.000000 Penalty: 76903.515625
Iteration 219Q: 24 clusters Score -9.083342e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276502 members 
Mstep: Class 8 contains 16911 members 
Mstep: Class 9 contains 26339 members 
Mstep: Class 10 contains 160523 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14476 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56928 members 
Mstep: Class 15 contains 41664 members 
Mstep: Class 16 contains 12401 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29236 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7159 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833408.000000 Penalty: 76903.515625
Iteration 220F: 24 clusters Score -9.083341e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276502 members 
Mstep: Class 8 contains 16920 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 160523 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14476 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56928 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12401 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29238 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7159 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833384.000000 Penalty: 76903.515625
Iteration 221Q: 24 clusters Score -9.083338e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276507 members 
Mstep: Class 8 contains 16925 members 
Mstep: Class 9 contains 26321 members 
Mstep: Class 10 contains 160518 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14476 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56928 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12400 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29240 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7161 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833384.000000 Penalty: 76903.515625
Iteration 222Q: 24 clusters Score -9.083338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276507 members 
Mstep: Class 8 contains 16924 members 
Mstep: Class 9 contains 26318 members 
Mstep: Class 10 contains 160514 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14476 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56928 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12400 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29243 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7163 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833344.000000 Penalty: 76903.515625
Iteration 223Q: 24 clusters Score -9.083334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276509 members 
Mstep: Class 8 contains 16927 members 
Mstep: Class 9 contains 26313 members 
Mstep: Class 10 contains 160514 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14475 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56928 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12400 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29243 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7165 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833336.000000 Penalty: 76903.515625
Iteration 224Q: 24 clusters Score -9.083334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276511 members 
Mstep: Class 8 contains 16930 members 
Mstep: Class 9 contains 26305 members 
Mstep: Class 10 contains 160514 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14475 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56928 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12400 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29242 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7169 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833288.000000 Penalty: 76903.515625
Iteration 225Q: 24 clusters Score -9.083329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276511 members 
Mstep: Class 8 contains 16937 members 
Mstep: Class 9 contains 26299 members 
Mstep: Class 10 contains 160513 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14473 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56928 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12400 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29243 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7171 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833288.000000 Penalty: 76903.515625
Iteration 226Q: 24 clusters Score -9.083329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276511 members 
Mstep: Class 8 contains 16944 members 
Mstep: Class 9 contains 26291 members 
Mstep: Class 10 contains 160514 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14473 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56928 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12400 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29243 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7172 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833288.000000 Penalty: 76903.515625
Iteration 227Q: 24 clusters Score -9.083329e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276508 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 26287 members 
Mstep: Class 10 contains 160513 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14473 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56928 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29245 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7172 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833304.000000 Penalty: 76903.515625
Iteration 228Q: 24 clusters Score -9.08333e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276505 members 
Mstep: Class 8 contains 16956 members 
Mstep: Class 9 contains 26280 members 
Mstep: Class 10 contains 160517 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14473 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56928 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29246 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7172 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833280.000000 Penalty: 76903.515625
Iteration 229Q: 24 clusters Score -9.083328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276500 members 
Mstep: Class 8 contains 16957 members 
Mstep: Class 9 contains 26282 members 
Mstep: Class 10 contains 160518 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14473 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56929 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29246 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7172 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833256.000000 Penalty: 76903.515625
Iteration 230Q: 24 clusters Score -9.083326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276496 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 26281 members 
Mstep: Class 10 contains 160521 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14473 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56929 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29246 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7172 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833320.000000 Penalty: 76903.515625
Iteration 231Q: 24 clusters Score -9.083332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276494 members 
Mstep: Class 8 contains 16961 members 
Mstep: Class 9 contains 26279 members 
Mstep: Class 10 contains 160522 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14473 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56929 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29247 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7172 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833304.000000 Penalty: 76903.515625
Iteration 232Q: 24 clusters Score -9.08333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276495 members 
Mstep: Class 8 contains 16964 members 
Mstep: Class 9 contains 26275 members 
Mstep: Class 10 contains 160520 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14473 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56928 members 
Mstep: Class 15 contains 41664 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29249 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7172 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833304.000000 Penalty: 76903.515625
Iteration 233Q: 24 clusters Score -9.08333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276491 members 
Mstep: Class 8 contains 16969 members 
Mstep: Class 9 contains 26274 members 
Mstep: Class 10 contains 160517 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14473 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56927 members 
Mstep: Class 15 contains 41665 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29252 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7172 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833280.000000 Penalty: 76903.515625
Iteration 234Q: 24 clusters Score -9.083328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276489 members 
Mstep: Class 8 contains 16975 members 
Mstep: Class 9 contains 26268 members 
Mstep: Class 10 contains 160518 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56927 members 
Mstep: Class 15 contains 41665 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29253 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7173 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833296.000000 Penalty: 76903.515625
Iteration 235Q: 24 clusters Score -9.08333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5275 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276489 members 
Mstep: Class 8 contains 16984 members 
Mstep: Class 9 contains 26264 members 
Mstep: Class 10 contains 160517 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14469 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56927 members 
Mstep: Class 15 contains 41665 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29252 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7173 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833272.000000 Penalty: 76903.515625
Iteration 236Q: 24 clusters Score -9.083327e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276490 members 
Mstep: Class 8 contains 16990 members 
Mstep: Class 9 contains 26259 members 
Mstep: Class 10 contains 160516 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14468 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56927 members 
Mstep: Class 15 contains 41664 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29252 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7173 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833224.000000 Penalty: 76903.515625
Iteration 237Q: 24 clusters Score -9.083322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276490 members 
Mstep: Class 8 contains 16998 members 
Mstep: Class 9 contains 26253 members 
Mstep: Class 10 contains 160516 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14468 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56926 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29252 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7173 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833280.000000 Penalty: 76903.515625
Iteration 238Q: 24 clusters Score -9.083328e+07 nChanged 18
Entering ConstructFrom: 
Score: -90833280.000000 Penalty: 76903.515625
Entering ConstructFrom: 
Trying to split cluster 1 (39581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Entering Unmasked Estep 
Score: -5072957.500000 Penalty: 2625.354004
	Iteration 0F: 2 clusters Score -5072958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -5045958.500000 Penalty: 5250.708008
	Iteration 0F: 3 clusters Score -5045958 nChanged 18262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -5055861.000000 Penalty: 5250.708008
	Iteration 1F: 3 clusters Score -5055861 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -5056307.500000 Penalty: 5250.708008
	Iteration 2Q: 3 clusters Score -5056308 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -5056796.500000 Penalty: 5250.708008
	Iteration 3Q: 3 clusters Score -5056796 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -5057259.500000 Penalty: 5250.708008
	Iteration 4Q: 3 clusters Score -5057260 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -5057830.500000 Penalty: 5250.708008
	Iteration 5Q: 3 clusters Score -5057830 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -5058478.500000 Penalty: 5250.708008
	Iteration 6Q: 3 clusters Score -5058478 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -5059459.500000 Penalty: 5250.708008
	Iteration 7Q: 3 clusters Score -5059460 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -5060839.000000 Penalty: 5250.708008
	Iteration 8F: 3 clusters Score -5060839 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -5062576.500000 Penalty: 5250.708008
	Iteration 9F: 3 clusters Score -5062576 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -5064473.500000 Penalty: 5250.708008
	Iteration 10F: 3 clusters Score -5064474 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -5066319.000000 Penalty: 5250.708008
	Iteration 11F: 3 clusters Score -5066319 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -5067814.000000 Penalty: 5250.708008
	Iteration 12Q: 3 clusters Score -5067814 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -5069060.000000 Penalty: 5250.708008
	Iteration 13Q: 3 clusters Score -5069060 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -5069831.500000 Penalty: 5250.708008
	Iteration 14Q: 3 clusters Score -5069832 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -5070240.500000 Penalty: 5250.708008
	Iteration 15Q: 3 clusters Score -5070240 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -5070413.500000 Penalty: 5250.708008
	Iteration 16Q: 3 clusters Score -5070414 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -5070527.500000 Penalty: 5250.708008
	Iteration 17Q: 3 clusters Score -5070528 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -5070584.000000 Penalty: 5250.708008
	Iteration 18Q: 3 clusters Score -5070584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -5070607.500000 Penalty: 5250.708008
	Iteration 19Q: 3 clusters Score -5070608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -5070625.000000 Penalty: 5250.708008
	Iteration 20F: 3 clusters Score -5070625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -5070635.500000 Penalty: 5250.708008
	Iteration 21Q: 3 clusters Score -5070636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -5070652.500000 Penalty: 5250.708008
	Iteration 22Q: 3 clusters Score -5070652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -5070664.500000 Penalty: 5250.708008
	Iteration 23Q: 3 clusters Score -5070664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -5070673.000000 Penalty: 5250.708008
	Iteration 24Q: 3 clusters Score -5070673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -5070683.000000 Penalty: 5250.708008
	Iteration 25Q: 3 clusters Score -5070683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -5070691.500000 Penalty: 5250.708008
	Iteration 26Q: 3 clusters Score -5070692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -5070699.000000 Penalty: 5250.708008
	Iteration 27Q: 3 clusters Score -5070699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -5070700.000000 Penalty: 5250.708008
	Iteration 28Q: 3 clusters Score -5070700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -5070700.000000 Penalty: 5250.708008
	Iteration 29F: 3 clusters Score -5070700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Entering Unmasked Estep 
Score: -1826184.875000 Penalty: 2363.987305
	Iteration 0F: 2 clusters Score -1826185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1816151.750000 Penalty: 4727.974609
	Iteration 0F: 3 clusters Score -1816152 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1819224.125000 Penalty: 4727.974609
	Iteration 1F: 3 clusters Score -1819224 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1819498.500000 Penalty: 4727.974609
	Iteration 2F: 3 clusters Score -1819498 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1819697.000000 Penalty: 4727.974609
	Iteration 3Q: 3 clusters Score -1819697 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1819856.625000 Penalty: 4727.974609
	Iteration 4Q: 3 clusters Score -1819857 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1820009.750000 Penalty: 4727.974609
	Iteration 5Q: 3 clusters Score -1820010 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1820181.500000 Penalty: 4727.974609
	Iteration 6Q: 3 clusters Score -1820182 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1820385.625000 Penalty: 4727.974609
	Iteration 7Q: 3 clusters Score -1820386 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1820615.875000 Penalty: 4727.974609
	Iteration 8Q: 3 clusters Score -1820616 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1820916.500000 Penalty: 4727.974609
	Iteration 9Q: 3 clusters Score -1820916 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1821348.125000 Penalty: 4727.974609
	Iteration 10Q: 3 clusters Score -1821348 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1821859.375000 Penalty: 4727.974609
	Iteration 11Q: 3 clusters Score -1821859 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1822405.500000 Penalty: 4727.974609
	Iteration 12F: 3 clusters Score -1822406 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1822903.750000 Penalty: 4727.974609
	Iteration 13Q: 3 clusters Score -1822904 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1823308.000000 Penalty: 4727.974609
	Iteration 14Q: 3 clusters Score -1823308 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1823607.875000 Penalty: 4727.974609
	Iteration 15Q: 3 clusters Score -1823608 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1823781.000000 Penalty: 4727.974609
	Iteration 16Q: 3 clusters Score -1823781 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1823890.875000 Penalty: 4727.974609
	Iteration 17Q: 3 clusters Score -1823891 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1823959.375000 Penalty: 4727.974609
	Iteration 18Q: 3 clusters Score -1823959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1823989.000000 Penalty: 4727.974609
	Iteration 19Q: 3 clusters Score -1823989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1824015.500000 Penalty: 4727.974609
	Iteration 20F: 3 clusters Score -1824016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1824036.500000 Penalty: 4727.974609
	Iteration 21Q: 3 clusters Score -1824036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1824047.250000 Penalty: 4727.974609
	Iteration 22Q: 3 clusters Score -1824047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1824056.000000 Penalty: 4727.974609
	Iteration 23Q: 3 clusters Score -1824056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1824062.625000 Penalty: 4727.974609
	Iteration 24Q: 3 clusters Score -1824063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1824065.375000 Penalty: 4727.974609
	Iteration 25Q: 3 clusters Score -1824065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1824067.625000 Penalty: 4727.974609
	Iteration 26Q: 3 clusters Score -1824068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1824073.750000 Penalty: 4727.974609
	Iteration 27Q: 3 clusters Score -1824074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1824076.750000 Penalty: 4727.974609
	Iteration 28Q: 3 clusters Score -1824077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1824079.000000 Penalty: 4727.974609
	Iteration 29Q: 3 clusters Score -1824079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1824079.250000 Penalty: 4727.974609
	Iteration 30Q: 3 clusters Score -1824079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1824077.875000 Penalty: 4727.974609
	Iteration 31Q: 3 clusters Score -1824078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1824077.875000 Penalty: 4727.974609
	Iteration 32F: 3 clusters Score -1824078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Entering Unmasked Estep 
Score: -150263.890625 Penalty: 1780.657349
	Iteration 0F: 2 clusters Score -150263.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -148126.156250 Penalty: 3561.314697
	Iteration 0F: 3 clusters Score -148126.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -148467.046875 Penalty: 3561.314697
	Iteration 1F: 3 clusters Score -148467 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -148581.437500 Penalty: 3561.314697
	Iteration 2F: 3 clusters Score -148581.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -148643.140625 Penalty: 3561.314697
	Iteration 3Q: 3 clusters Score -148643.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -148684.312500 Penalty: 3561.314697
	Iteration 4Q: 3 clusters Score -148684.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -148721.390625 Penalty: 3561.314697
	Iteration 5Q: 3 clusters Score -148721.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -148747.171875 Penalty: 3561.314697
	Iteration 6Q: 3 clusters Score -148747.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -148768.984375 Penalty: 3561.314697
	Iteration 7Q: 3 clusters Score -148769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -148797.046875 Penalty: 3561.314697
	Iteration 8Q: 3 clusters Score -148797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -148844.359375 Penalty: 3561.314697
	Iteration 9Q: 3 clusters Score -148844.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -148911.484375 Penalty: 3561.314697
	Iteration 10Q: 3 clusters Score -148911.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -148941.750000 Penalty: 3561.314697
	Iteration 11Q: 3 clusters Score -148941.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -148990.250000 Penalty: 3561.314697
	Iteration 12Q: 3 clusters Score -148990.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -149028.265625 Penalty: 3561.314697
	Iteration 13Q: 3 clusters Score -149028.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -149041.093750 Penalty: 3561.314697
	Iteration 14Q: 3 clusters Score -149041.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -149053.625000 Penalty: 3561.314697
	Iteration 15Q: 3 clusters Score -149053.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -149065.750000 Penalty: 3561.314697
	Iteration 16Q: 3 clusters Score -149065.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -149088.343750 Penalty: 3561.314697
	Iteration 17Q: 3 clusters Score -149088.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -149105.515625 Penalty: 3561.314697
	Iteration 18Q: 3 clusters Score -149105.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -149118.453125 Penalty: 3561.314697
	Iteration 19Q: 3 clusters Score -149118.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -149140.750000 Penalty: 3561.314697
	Iteration 20F: 3 clusters Score -149140.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -149221.281250 Penalty: 3561.314697
	Iteration 21Q: 3 clusters Score -149221.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -149300.234375 Penalty: 3561.314697
	Iteration 22Q: 3 clusters Score -149300.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -149387.109375 Penalty: 3561.314697
	Iteration 23Q: 3 clusters Score -149387.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -149470.531250 Penalty: 3561.314697
	Iteration 24Q: 3 clusters Score -149470.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -149539.359375 Penalty: 3561.314697
	Iteration 25Q: 3 clusters Score -149539.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -149570.140625 Penalty: 3561.314697
	Iteration 26Q: 3 clusters Score -149570.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -149590.343750 Penalty: 3561.314697
	Iteration 27Q: 3 clusters Score -149590.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -149615.968750 Penalty: 3561.314697
	Iteration 28Q: 3 clusters Score -149616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -149634.046875 Penalty: 3561.314697
	Iteration 29Q: 3 clusters Score -149634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -149659.781250 Penalty: 3561.314697
	Iteration 30Q: 3 clusters Score -149659.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -149674.703125 Penalty: 3561.314697
	Iteration 31Q: 3 clusters Score -149674.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -149682.953125 Penalty: 3561.314697
	Iteration 32Q: 3 clusters Score -149683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -149694.781250 Penalty: 3561.314697
	Iteration 33Q: 3 clusters Score -149694.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -149706.593750 Penalty: 3561.314697
	Iteration 34Q: 3 clusters Score -149706.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -149714.500000 Penalty: 3561.314697
	Iteration 35Q: 3 clusters Score -149714.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -149723.406250 Penalty: 3561.314697
	Iteration 36Q: 3 clusters Score -149723.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -149734.718750 Penalty: 3561.314697
	Iteration 37Q: 3 clusters Score -149734.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -149737.375000 Penalty: 3561.314697
	Iteration 38Q: 3 clusters Score -149737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -149741.078125 Penalty: 3561.314697
	Iteration 39Q: 3 clusters Score -149741.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -149742.109375 Penalty: 3561.314697
	Iteration 40F: 3 clusters Score -149742.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Entering Unmasked Estep 
Score: -691539.375000 Penalty: 2125.589111
	Iteration 0F: 2 clusters Score -691539.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -686828.125000 Penalty: 4251.178223
	Iteration 0F: 3 clusters Score -686828.1 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -687992.000000 Penalty: 4251.178223
	Iteration 1F: 3 clusters Score -687992 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -688204.812500 Penalty: 4251.178223
	Iteration 2F: 3 clusters Score -688204.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -688327.250000 Penalty: 4251.178223
	Iteration 3Q: 3 clusters Score -688327.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -688428.562500 Penalty: 4251.178223
	Iteration 4Q: 3 clusters Score -688428.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -688496.687500 Penalty: 4251.178223
	Iteration 5Q: 3 clusters Score -688496.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -688549.187500 Penalty: 4251.178223
	Iteration 6Q: 3 clusters Score -688549.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -688588.562500 Penalty: 4251.178223
	Iteration 7Q: 3 clusters Score -688588.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -688621.625000 Penalty: 4251.178223
	Iteration 8Q: 3 clusters Score -688621.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -688655.750000 Penalty: 4251.178223
	Iteration 9Q: 3 clusters Score -688655.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -688681.500000 Penalty: 4251.178223
	Iteration 10Q: 3 clusters Score -688681.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -688704.125000 Penalty: 4251.178223
	Iteration 11Q: 3 clusters Score -688704.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -688725.187500 Penalty: 4251.178223
	Iteration 12Q: 3 clusters Score -688725.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -688742.437500 Penalty: 4251.178223
	Iteration 13Q: 3 clusters Score -688742.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -688761.750000 Penalty: 4251.178223
	Iteration 14Q: 3 clusters Score -688761.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -688775.187500 Penalty: 4251.178223
	Iteration 15Q: 3 clusters Score -688775.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -688787.312500 Penalty: 4251.178223
	Iteration 16Q: 3 clusters Score -688787.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -688799.625000 Penalty: 4251.178223
	Iteration 17Q: 3 clusters Score -688799.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -688811.812500 Penalty: 4251.178223
	Iteration 18Q: 3 clusters Score -688811.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -688827.687500 Penalty: 4251.178223
	Iteration 19Q: 3 clusters Score -688827.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -688842.875000 Penalty: 4251.178223
	Iteration 20F: 3 clusters Score -688842.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -688857.562500 Penalty: 4251.178223
	Iteration 21Q: 3 clusters Score -688857.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -688875.437500 Penalty: 4251.178223
	Iteration 22Q: 3 clusters Score -688875.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -688893.875000 Penalty: 4251.178223
	Iteration 23Q: 3 clusters Score -688893.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -688907.500000 Penalty: 4251.178223
	Iteration 24Q: 3 clusters Score -688907.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -688922.812500 Penalty: 4251.178223
	Iteration 25Q: 3 clusters Score -688922.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -688941.812500 Penalty: 4251.178223
	Iteration 26Q: 3 clusters Score -688941.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -688957.062500 Penalty: 4251.178223
	Iteration 27Q: 3 clusters Score -688957.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -688976.812500 Penalty: 4251.178223
	Iteration 28Q: 3 clusters Score -688976.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -688994.375000 Penalty: 4251.178223
	Iteration 29Q: 3 clusters Score -688994.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -689014.375000 Penalty: 4251.178223
	Iteration 30Q: 3 clusters Score -689014.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -689037.312500 Penalty: 4251.178223
	Iteration 31Q: 3 clusters Score -689037.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -689050.187500 Penalty: 4251.178223
	Iteration 32Q: 3 clusters Score -689050.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -689065.125000 Penalty: 4251.178223
	Iteration 33Q: 3 clusters Score -689065.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -689078.750000 Penalty: 4251.178223
	Iteration 34Q: 3 clusters Score -689078.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -689091.125000 Penalty: 4251.178223
	Iteration 35Q: 3 clusters Score -689091.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -689101.687500 Penalty: 4251.178223
	Iteration 36Q: 3 clusters Score -689101.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -689108.562500 Penalty: 4251.178223
	Iteration 37Q: 3 clusters Score -689108.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -689115.687500 Penalty: 4251.178223
	Iteration 38Q: 3 clusters Score -689115.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -689123.187500 Penalty: 4251.178223
	Iteration 39Q: 3 clusters Score -689123.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -689132.437500 Penalty: 4251.178223
	Iteration 40F: 3 clusters Score -689132.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -689141.750000 Penalty: 4251.178223
	Iteration 41Q: 3 clusters Score -689141.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -689154.750000 Penalty: 4251.178223
	Iteration 42Q: 3 clusters Score -689154.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -689169.562500 Penalty: 4251.178223
	Iteration 43Q: 3 clusters Score -689169.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -689188.312500 Penalty: 4251.178223
	Iteration 44Q: 3 clusters Score -689188.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -689211.500000 Penalty: 4251.178223
	Iteration 45Q: 3 clusters Score -689211.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -689235.312500 Penalty: 4251.178223
	Iteration 46Q: 3 clusters Score -689235.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -689264.125000 Penalty: 4251.178223
	Iteration 47Q: 3 clusters Score -689264.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -689304.937500 Penalty: 4251.178223
	Iteration 48Q: 3 clusters Score -689304.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -689336.875000 Penalty: 4251.178223
	Iteration 49Q: 3 clusters Score -689336.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -689367.750000 Penalty: 4251.178223
	Iteration 50Q: 3 clusters Score -689367.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -689393.812500 Penalty: 4251.178223
	Iteration 51Q: 3 clusters Score -689393.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -689414.375000 Penalty: 4251.178223
	Iteration 52Q: 3 clusters Score -689414.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -689433.687500 Penalty: 4251.178223
	Iteration 53Q: 3 clusters Score -689433.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -689457.187500 Penalty: 4251.178223
	Iteration 54Q: 3 clusters Score -689457.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -689481.187500 Penalty: 4251.178223
	Iteration 55Q: 3 clusters Score -689481.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -689508.062500 Penalty: 4251.178223
	Iteration 56Q: 3 clusters Score -689508.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -689530.562500 Penalty: 4251.178223
	Iteration 57Q: 3 clusters Score -689530.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -689548.250000 Penalty: 4251.178223
	Iteration 58Q: 3 clusters Score -689548.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -689572.562500 Penalty: 4251.178223
	Iteration 59Q: 3 clusters Score -689572.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -689598.312500 Penalty: 4251.178223
	Iteration 60F: 3 clusters Score -689598.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -689616.062500 Penalty: 4251.178223
	Iteration 61Q: 3 clusters Score -689616.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -689626.187500 Penalty: 4251.178223
	Iteration 62Q: 3 clusters Score -689626.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -689631.750000 Penalty: 4251.178223
	Iteration 63Q: 3 clusters Score -689631.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -689636.437500 Penalty: 4251.178223
	Iteration 64Q: 3 clusters Score -689636.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -689643.625000 Penalty: 4251.178223
	Iteration 65Q: 3 clusters Score -689643.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -689650.812500 Penalty: 4251.178223
	Iteration 66Q: 3 clusters Score -689650.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -689651.875000 Penalty: 4251.178223
	Iteration 67Q: 3 clusters Score -689651.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -689657.562500 Penalty: 4251.178223
	Iteration 68Q: 3 clusters Score -689657.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -689663.312500 Penalty: 4251.178223
	Iteration 69Q: 3 clusters Score -689663.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -689672.625000 Penalty: 4251.178223
	Iteration 70Q: 3 clusters Score -689672.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -689680.375000 Penalty: 4251.178223
	Iteration 71Q: 3 clusters Score -689680.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -689684.937500 Penalty: 4251.178223
	Iteration 72Q: 3 clusters Score -689684.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -689689.937500 Penalty: 4251.178223
	Iteration 73Q: 3 clusters Score -689689.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -689695.312500 Penalty: 4251.178223
	Iteration 74Q: 3 clusters Score -689695.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -689707.875000 Penalty: 4251.178223
	Iteration 75Q: 3 clusters Score -689707.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -689716.000000 Penalty: 4251.178223
	Iteration 76Q: 3 clusters Score -689716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -689723.812500 Penalty: 4251.178223
	Iteration 77Q: 3 clusters Score -689723.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -689732.437500 Penalty: 4251.178223
	Iteration 78Q: 3 clusters Score -689732.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -689741.062500 Penalty: 4251.178223
	Iteration 79Q: 3 clusters Score -689741.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -689745.062500 Penalty: 4251.178223
	Iteration 80F: 3 clusters Score -689745.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -689752.625000 Penalty: 4251.178223
	Iteration 81Q: 3 clusters Score -689752.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -689755.937500 Penalty: 4251.178223
	Iteration 82Q: 3 clusters Score -689755.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -689759.125000 Penalty: 4251.178223
	Iteration 83Q: 3 clusters Score -689759.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -689761.687500 Penalty: 4251.178223
	Iteration 84Q: 3 clusters Score -689761.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -689765.250000 Penalty: 4251.178223
	Iteration 85Q: 3 clusters Score -689765.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -689767.062500 Penalty: 4251.178223
	Iteration 86Q: 3 clusters Score -689767.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -689767.250000 Penalty: 4251.178223
	Iteration 87Q: 3 clusters Score -689767.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -689768.312500 Penalty: 4251.178223
	Iteration 88Q: 3 clusters Score -689768.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -689769.000000 Penalty: 4251.178223
	Iteration 89Q: 3 clusters Score -689769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -689768.312500 Penalty: 4251.178223
	Iteration 90Q: 3 clusters Score -689768.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -689768.812500 Penalty: 4251.178223
	Iteration 91Q: 3 clusters Score -689768.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -689769.062500 Penalty: 4251.178223
	Iteration 92Q: 3 clusters Score -689769.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -689770.625000 Penalty: 4251.178223
	Iteration 93Q: 3 clusters Score -689770.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -689772.000000 Penalty: 4251.178223
	Iteration 94Q: 3 clusters Score -689772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -689773.312500 Penalty: 4251.178223
	Iteration 95Q: 3 clusters Score -689773.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -689771.875000 Penalty: 4251.178223
	Iteration 96Q: 3 clusters Score -689771.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -689773.062500 Penalty: 4251.178223
	Iteration 97Q: 3 clusters Score -689773.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -689773.062500 Penalty: 4251.178223
	Iteration 98F: 3 clusters Score -689773.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Entering Unmasked Estep 
Score: -285061.375000 Penalty: 1914.674561
	Iteration 0F: 2 clusters Score -285061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -282271.125000 Penalty: 3829.349121
	Iteration 0F: 3 clusters Score -282271.1 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -282815.531250 Penalty: 3829.349121
	Iteration 1F: 3 clusters Score -282815.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -282925.875000 Penalty: 3829.349121
	Iteration 2F: 3 clusters Score -282925.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -282982.843750 Penalty: 3829.349121
	Iteration 3Q: 3 clusters Score -282982.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -283013.625000 Penalty: 3829.349121
	Iteration 4Q: 3 clusters Score -283013.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -283035.093750 Penalty: 3829.349121
	Iteration 5Q: 3 clusters Score -283035.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -283047.906250 Penalty: 3829.349121
	Iteration 6Q: 3 clusters Score -283047.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -283057.968750 Penalty: 3829.349121
	Iteration 7Q: 3 clusters Score -283058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -283068.500000 Penalty: 3829.349121
	Iteration 8Q: 3 clusters Score -283068.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -283077.000000 Penalty: 3829.349121
	Iteration 9Q: 3 clusters Score -283077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -283083.875000 Penalty: 3829.349121
	Iteration 10Q: 3 clusters Score -283083.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -283089.437500 Penalty: 3829.349121
	Iteration 11Q: 3 clusters Score -283089.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -283093.906250 Penalty: 3829.349121
	Iteration 12Q: 3 clusters Score -283093.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -283097.781250 Penalty: 3829.349121
	Iteration 13Q: 3 clusters Score -283097.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -283099.000000 Penalty: 3829.349121
	Iteration 14Q: 3 clusters Score -283099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -283099.187500 Penalty: 3829.349121
	Iteration 15Q: 3 clusters Score -283099.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -283099.187500 Penalty: 3829.349121
	Iteration 16F: 3 clusters Score -283099.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -62437.324219 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -62437.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60885.835938 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -60885.84 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61269.851562 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -61269.85 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61616.148438 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -61616.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61969.855469 Penalty: 3159.470947
	Iteration 3F: 3 clusters Score -61969.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62138.003906 Penalty: 3159.470947
	Iteration 4F: 3 clusters Score -62138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -62227.113281 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -62227.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62269.136719 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -62269.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62299.265625 Penalty: 3159.470947
	Iteration 7Q: 3 clusters Score -62299.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -62331.718750 Penalty: 3159.470947
	Iteration 8Q: 3 clusters Score -62331.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -62387.523438 Penalty: 3159.470947
	Iteration 9Q: 3 clusters Score -62387.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62411.601562 Penalty: 3159.470947
	Iteration 10Q: 3 clusters Score -62411.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62425.195312 Penalty: 3159.470947
	Iteration 11Q: 3 clusters Score -62425.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62437.824219 Penalty: 3159.470947
	Iteration 12Q: 3 clusters Score -62437.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62437.824219 Penalty: 3159.470947
	Iteration 13F: 3 clusters Score -62437.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 384 members 
Mstep: Class 7 contains 276491 members 
Mstep: Class 8 contains 17002 members 
Mstep: Class 9 contains 26249 members 
Mstep: Class 10 contains 160517 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14468 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56923 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29254 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7172 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 200 members 
Entering Unmasked Estep 
Score: -90831448.000000 Penalty: 80247.148438
Splitting cluster 6 changes total score from -90833280.000000 to -90831448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (276491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276491 members 
Entering Unmasked Estep 
Score: -35962532.000000 Penalty: 3107.423584
	Iteration 0F: 2 clusters Score -3.596253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138112 members 
Mstep: Class 2 contains 138379 members 
Entering Unmasked Estep 
Score: -35790120.000000 Penalty: 6214.847168
	Iteration 0F: 3 clusters Score -3.579012e+07 nChanged 133672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132908 members 
Mstep: Class 2 contains 143583 members 
Entering Unmasked Estep 
Score: -35870240.000000 Penalty: 6214.847168
	Iteration 1F: 3 clusters Score -3.587024e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130234 members 
Mstep: Class 2 contains 146257 members 
Entering Unmasked Estep 
Score: -35871524.000000 Penalty: 6214.847168
	Iteration 2Q: 3 clusters Score -3.587152e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126125 members 
Mstep: Class 2 contains 150366 members 
Entering Unmasked Estep 
Score: -35873336.000000 Penalty: 6214.847168
	Iteration 3Q: 3 clusters Score -3.587334e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119957 members 
Mstep: Class 2 contains 156534 members 
Entering Unmasked Estep 
Score: -35875464.000000 Penalty: 6214.847168
	Iteration 4Q: 3 clusters Score -3.587546e+07 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110773 members 
Mstep: Class 2 contains 165718 members 
Entering Unmasked Estep 
Score: -35879440.000000 Penalty: 6214.847168
	Iteration 5Q: 3 clusters Score -3.587944e+07 nChanged 14504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97603 members 
Mstep: Class 2 contains 178888 members 
Entering Unmasked Estep 
Score: -35886248.000000 Penalty: 6214.847168
	Iteration 6F: 3 clusters Score -3.588625e+07 nChanged 18025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80322 members 
Mstep: Class 2 contains 196169 members 
Entering Unmasked Estep 
Score: -35896832.000000 Penalty: 6214.847168
	Iteration 7F: 3 clusters Score -3.589683e+07 nChanged 20324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 216023 members 
Entering Unmasked Estep 
Score: -35910984.000000 Penalty: 6214.847168
	Iteration 8F: 3 clusters Score -3.591098e+07 nChanged 18711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 234336 members 
Entering Unmasked Estep 
Score: -35925080.000000 Penalty: 6214.847168
	Iteration 9F: 3 clusters Score -3.592508e+07 nChanged 13809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 247695 members 
Entering Unmasked Estep 
Score: -35936316.000000 Penalty: 6214.847168
	Iteration 10Q: 3 clusters Score -3.593632e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 255737 members 
Entering Unmasked Estep 
Score: -35943372.000000 Penalty: 6214.847168
	Iteration 11Q: 3 clusters Score -3.594337e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 260449 members 
Entering Unmasked Estep 
Score: -35947340.000000 Penalty: 6214.847168
	Iteration 12Q: 3 clusters Score -3.594734e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 263547 members 
Entering Unmasked Estep 
Score: -35949848.000000 Penalty: 6214.847168
	Iteration 13Q: 3 clusters Score -3.594985e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 265947 members 
Entering Unmasked Estep 
Score: -35951752.000000 Penalty: 6214.847168
	Iteration 14Q: 3 clusters Score -3.595175e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 267871 members 
Entering Unmasked Estep 
Score: -35953332.000000 Penalty: 6214.847168
	Iteration 15Q: 3 clusters Score -3.595333e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 269453 members 
Entering Unmasked Estep 
Score: -35954604.000000 Penalty: 6214.847168
	Iteration 16Q: 3 clusters Score -3.59546e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 270752 members 
Entering Unmasked Estep 
Score: -35955548.000000 Penalty: 6214.847168
	Iteration 17Q: 3 clusters Score -3.595555e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 271786 members 
Entering Unmasked Estep 
Score: -35956396.000000 Penalty: 6214.847168
	Iteration 18Q: 3 clusters Score -3.59564e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 272593 members 
Entering Unmasked Estep 
Score: -35956980.000000 Penalty: 6214.847168
	Iteration 19Q: 3 clusters Score -3.595698e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 273223 members 
Entering Unmasked Estep 
Score: -35957540.000000 Penalty: 6214.847168
	Iteration 20F: 3 clusters Score -3.595754e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 273727 members 
Entering Unmasked Estep 
Score: -35957924.000000 Penalty: 6214.847168
	Iteration 21Q: 3 clusters Score -3.595792e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 274111 members 
Entering Unmasked Estep 
Score: -35958256.000000 Penalty: 6214.847168
	Iteration 22Q: 3 clusters Score -3.595826e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 274414 members 
Entering Unmasked Estep 
Score: -35958504.000000 Penalty: 6214.847168
	Iteration 23Q: 3 clusters Score -3.59585e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 274634 members 
Entering Unmasked Estep 
Score: -35958728.000000 Penalty: 6214.847168
	Iteration 24Q: 3 clusters Score -3.595873e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 274827 members 
Entering Unmasked Estep 
Score: -35958960.000000 Penalty: 6214.847168
	Iteration 25Q: 3 clusters Score -3.595896e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 274973 members 
Entering Unmasked Estep 
Score: -35959036.000000 Penalty: 6214.847168
	Iteration 26Q: 3 clusters Score -3.595904e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 275090 members 
Entering Unmasked Estep 
Score: -35959152.000000 Penalty: 6214.847168
	Iteration 27Q: 3 clusters Score -3.595915e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 275175 members 
Entering Unmasked Estep 
Score: -35959268.000000 Penalty: 6214.847168
	Iteration 28Q: 3 clusters Score -3.595927e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 275241 members 
Entering Unmasked Estep 
Score: -35959276.000000 Penalty: 6214.847168
	Iteration 29Q: 3 clusters Score -3.595928e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 275283 members 
Entering Unmasked Estep 
Score: -35959368.000000 Penalty: 6214.847168
	Iteration 30Q: 3 clusters Score -3.595937e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 275324 members 
Entering Unmasked Estep 
Score: -35959356.000000 Penalty: 6214.847168
	Iteration 31Q: 3 clusters Score -3.595936e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 275367 members 
Entering Unmasked Estep 
Score: -35959400.000000 Penalty: 6214.847168
	Iteration 32Q: 3 clusters Score -3.59594e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 275395 members 
Entering Unmasked Estep 
Score: -35959448.000000 Penalty: 6214.847168
	Iteration 33Q: 3 clusters Score -3.595945e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 275415 members 
Entering Unmasked Estep 
Score: -35959444.000000 Penalty: 6214.847168
	Iteration 34Q: 3 clusters Score -3.595944e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 275433 members 
Entering Unmasked Estep 
Score: -35959492.000000 Penalty: 6214.847168
	Iteration 35Q: 3 clusters Score -3.595949e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 275446 members 
Entering Unmasked Estep 
Score: -35959480.000000 Penalty: 6214.847168
	Iteration 36Q: 3 clusters Score -3.595948e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 275455 members 
Entering Unmasked Estep 
Score: -35959480.000000 Penalty: 6214.847168
	Iteration 37Q: 3 clusters Score -3.595948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 275471 members 
Entering Unmasked Estep 
Score: -35959516.000000 Penalty: 6214.847168
	Iteration 38Q: 3 clusters Score -3.595952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 275490 members 
Entering Unmasked Estep 
Score: -35959544.000000 Penalty: 6214.847168
	Iteration 39Q: 3 clusters Score -3.595954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 275508 members 
Entering Unmasked Estep 
Score: -35959536.000000 Penalty: 6214.847168
	Iteration 40F: 3 clusters Score -3.595954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 275516 members 
Entering Unmasked Estep 
Score: -35959568.000000 Penalty: 6214.847168
	Iteration 41Q: 3 clusters Score -3.595957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 275520 members 
Entering Unmasked Estep 
Score: -35959552.000000 Penalty: 6214.847168
	Iteration 42Q: 3 clusters Score -3.595955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 275527 members 
Entering Unmasked Estep 
Score: -35959560.000000 Penalty: 6214.847168
	Iteration 43Q: 3 clusters Score -3.595956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 275533 members 
Entering Unmasked Estep 
Score: -35959548.000000 Penalty: 6214.847168
	Iteration 44Q: 3 clusters Score -3.595955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 275539 members 
Entering Unmasked Estep 
Score: -35959564.000000 Penalty: 6214.847168
	Iteration 45Q: 3 clusters Score -3.595956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 275543 members 
Entering Unmasked Estep 
Score: -35959552.000000 Penalty: 6214.847168
	Iteration 46Q: 3 clusters Score -3.595955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 275548 members 
Entering Unmasked Estep 
Score: -35959548.000000 Penalty: 6214.847168
	Iteration 47Q: 3 clusters Score -3.595955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 275547 members 
Entering Unmasked Estep 
Score: -35959552.000000 Penalty: 6214.847168
	Iteration 48Q: 3 clusters Score -3.595955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 275547 members 
Entering Unmasked Estep 
Score: -35959564.000000 Penalty: 6214.847168
	Iteration 49Q: 3 clusters Score -3.595956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 275547 members 
Entering Unmasked Estep 
Score: -35959552.000000 Penalty: 6214.847168
	Iteration 50Q: 3 clusters Score -3.595955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 275549 members 
Entering Unmasked Estep 
Score: -35959556.000000 Penalty: 6214.847168
	Iteration 51Q: 3 clusters Score -3.595956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 275550 members 
Entering Unmasked Estep 
Score: -35959564.000000 Penalty: 6214.847168
	Iteration 52Q: 3 clusters Score -3.595956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 275551 members 
Entering Unmasked Estep 
Score: -35959568.000000 Penalty: 6214.847168
	Iteration 53Q: 3 clusters Score -3.595957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 275552 members 
Entering Unmasked Estep 
Score: -35959552.000000 Penalty: 6214.847168
	Iteration 54Q: 3 clusters Score -3.595955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 275553 members 
Entering Unmasked Estep 
Score: -35959556.000000 Penalty: 6214.847168
	Iteration 55Q: 3 clusters Score -3.595956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 275555 members 
Entering Unmasked Estep 
Score: -35959564.000000 Penalty: 6214.847168
	Iteration 56Q: 3 clusters Score -3.595956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 275558 members 
Entering Unmasked Estep 
Score: -35959568.000000 Penalty: 6214.847168
	Iteration 57Q: 3 clusters Score -3.595957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 275558 members 
Entering Unmasked Estep 
Score: -35959568.000000 Penalty: 6214.847168
	Iteration 58F: 3 clusters Score -3.595957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Entering Unmasked Estep 
Score: -2108298.250000 Penalty: 2415.789307
	Iteration 0F: 2 clusters Score -2108298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2096149.500000 Penalty: 4831.578613
	Iteration 0F: 3 clusters Score -2096150 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2099994.750000 Penalty: 4831.578613
	Iteration 1F: 3 clusters Score -2099995 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2100363.000000 Penalty: 4831.578613
	Iteration 2F: 3 clusters Score -2100363 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2100751.500000 Penalty: 4831.578613
	Iteration 3F: 3 clusters Score -2100752 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2101249.000000 Penalty: 4831.578613
	Iteration 4F: 3 clusters Score -2101249 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2101860.000000 Penalty: 4831.578613
	Iteration 5F: 3 clusters Score -2101860 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2102531.250000 Penalty: 4831.578613
	Iteration 6F: 3 clusters Score -2102531 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2103230.500000 Penalty: 4831.578613
	Iteration 7F: 3 clusters Score -2103230 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2103807.250000 Penalty: 4831.578613
	Iteration 8F: 3 clusters Score -2103807 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2104225.750000 Penalty: 4831.578613
	Iteration 9Q: 3 clusters Score -2104226 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2104500.000000 Penalty: 4831.578613
	Iteration 10Q: 3 clusters Score -2104500 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2104734.250000 Penalty: 4831.578613
	Iteration 11Q: 3 clusters Score -2104734 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2104955.000000 Penalty: 4831.578613
	Iteration 12Q: 3 clusters Score -2104955 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2105176.750000 Penalty: 4831.578613
	Iteration 13Q: 3 clusters Score -2105177 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2105359.500000 Penalty: 4831.578613
	Iteration 14Q: 3 clusters Score -2105360 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2105540.000000 Penalty: 4831.578613
	Iteration 15Q: 3 clusters Score -2105540 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2105686.750000 Penalty: 4831.578613
	Iteration 16Q: 3 clusters Score -2105687 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2105811.250000 Penalty: 4831.578613
	Iteration 17Q: 3 clusters Score -2105811 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2105898.750000 Penalty: 4831.578613
	Iteration 18Q: 3 clusters Score -2105899 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2105965.750000 Penalty: 4831.578613
	Iteration 19Q: 3 clusters Score -2105966 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2106019.250000 Penalty: 4831.578613
	Iteration 20F: 3 clusters Score -2106019 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2106055.000000 Penalty: 4831.578613
	Iteration 21Q: 3 clusters Score -2106055 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2106090.750000 Penalty: 4831.578613
	Iteration 22Q: 3 clusters Score -2106091 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2106113.000000 Penalty: 4831.578613
	Iteration 23Q: 3 clusters Score -2106113 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2106130.250000 Penalty: 4831.578613
	Iteration 24Q: 3 clusters Score -2106130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2106145.250000 Penalty: 4831.578613
	Iteration 25Q: 3 clusters Score -2106145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2106151.750000 Penalty: 4831.578613
	Iteration 26Q: 3 clusters Score -2106152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2106161.000000 Penalty: 4831.578613
	Iteration 27Q: 3 clusters Score -2106161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2106166.500000 Penalty: 4831.578613
	Iteration 28Q: 3 clusters Score -2106166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2106176.250000 Penalty: 4831.578613
	Iteration 29Q: 3 clusters Score -2106176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2106186.500000 Penalty: 4831.578613
	Iteration 30Q: 3 clusters Score -2106186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2106191.750000 Penalty: 4831.578613
	Iteration 31Q: 3 clusters Score -2106192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2106199.000000 Penalty: 4831.578613
	Iteration 32Q: 3 clusters Score -2106199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2106204.250000 Penalty: 4831.578613
	Iteration 33Q: 3 clusters Score -2106204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2106210.000000 Penalty: 4831.578613
	Iteration 34Q: 3 clusters Score -2106210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2106215.750000 Penalty: 4831.578613
	Iteration 35Q: 3 clusters Score -2106216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2106217.500000 Penalty: 4831.578613
	Iteration 36Q: 3 clusters Score -2106218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2106226.250000 Penalty: 4831.578613
	Iteration 37Q: 3 clusters Score -2106226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2106232.500000 Penalty: 4831.578613
	Iteration 38Q: 3 clusters Score -2106232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2106237.250000 Penalty: 4831.578613
	Iteration 39Q: 3 clusters Score -2106237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2106242.500000 Penalty: 4831.578613
	Iteration 40F: 3 clusters Score -2106242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2106243.250000 Penalty: 4831.578613
	Iteration 41Q: 3 clusters Score -2106243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2106245.250000 Penalty: 4831.578613
	Iteration 42Q: 3 clusters Score -2106245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2106248.000000 Penalty: 4831.578613
	Iteration 43Q: 3 clusters Score -2106248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2106255.250000 Penalty: 4831.578613
	Iteration 44Q: 3 clusters Score -2106255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2106262.250000 Penalty: 4831.578613
	Iteration 45Q: 3 clusters Score -2106262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2106268.750000 Penalty: 4831.578613
	Iteration 46Q: 3 clusters Score -2106269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2106281.750000 Penalty: 4831.578613
	Iteration 47Q: 3 clusters Score -2106282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2106292.750000 Penalty: 4831.578613
	Iteration 48Q: 3 clusters Score -2106293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2106295.500000 Penalty: 4831.578613
	Iteration 49Q: 3 clusters Score -2106296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2106295.250000 Penalty: 4831.578613
	Iteration 50Q: 3 clusters Score -2106295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2106300.500000 Penalty: 4831.578613
	Iteration 51Q: 3 clusters Score -2106300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2106301.500000 Penalty: 4831.578613
	Iteration 52Q: 3 clusters Score -2106302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2106302.750000 Penalty: 4831.578613
	Iteration 53Q: 3 clusters Score -2106303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2106302.750000 Penalty: 4831.578613
	Iteration 54F: 3 clusters Score -2106303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Entering Unmasked Estep 
Score: -3379224.500000 Penalty: 2523.495117
	Iteration 0F: 2 clusters Score -3379224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3361153.000000 Penalty: 5046.990234
	Iteration 0F: 3 clusters Score -3361153 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3367559.500000 Penalty: 5046.990234
	Iteration 1F: 3 clusters Score -3367560 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3368035.000000 Penalty: 5046.990234
	Iteration 2F: 3 clusters Score -3368035 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3368419.000000 Penalty: 5046.990234
	Iteration 3Q: 3 clusters Score -3368419 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3368729.500000 Penalty: 5046.990234
	Iteration 4Q: 3 clusters Score -3368730 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -3369008.000000 Penalty: 5046.990234
	Iteration 5Q: 3 clusters Score -3369008 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3369330.750000 Penalty: 5046.990234
	Iteration 6Q: 3 clusters Score -3369331 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3369700.750000 Penalty: 5046.990234
	Iteration 7Q: 3 clusters Score -3369701 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3370102.500000 Penalty: 5046.990234
	Iteration 8Q: 3 clusters Score -3370102 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -3370682.750000 Penalty: 5046.990234
	Iteration 9Q: 3 clusters Score -3370683 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -3371482.500000 Penalty: 5046.990234
	Iteration 10Q: 3 clusters Score -3371482 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -3372478.750000 Penalty: 5046.990234
	Iteration 11Q: 3 clusters Score -3372479 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -3373654.750000 Penalty: 5046.990234
	Iteration 12F: 3 clusters Score -3373655 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -3374741.250000 Penalty: 5046.990234
	Iteration 13Q: 3 clusters Score -3374741 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -3375507.000000 Penalty: 5046.990234
	Iteration 14Q: 3 clusters Score -3375507 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -3376012.750000 Penalty: 5046.990234
	Iteration 15Q: 3 clusters Score -3376013 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -3376330.750000 Penalty: 5046.990234
	Iteration 16Q: 3 clusters Score -3376331 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -3376551.500000 Penalty: 5046.990234
	Iteration 17Q: 3 clusters Score -3376552 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -3376695.250000 Penalty: 5046.990234
	Iteration 18Q: 3 clusters Score -3376695 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -3376804.000000 Penalty: 5046.990234
	Iteration 19Q: 3 clusters Score -3376804 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -3376896.250000 Penalty: 5046.990234
	Iteration 20F: 3 clusters Score -3376896 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3376988.500000 Penalty: 5046.990234
	Iteration 21Q: 3 clusters Score -3376988 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -3377051.500000 Penalty: 5046.990234
	Iteration 22Q: 3 clusters Score -3377052 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -3377146.500000 Penalty: 5046.990234
	Iteration 23Q: 3 clusters Score -3377146 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -3377193.500000 Penalty: 5046.990234
	Iteration 24Q: 3 clusters Score -3377194 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3377240.000000 Penalty: 5046.990234
	Iteration 25Q: 3 clusters Score -3377240 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -3377266.250000 Penalty: 5046.990234
	Iteration 26Q: 3 clusters Score -3377266 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -3377290.250000 Penalty: 5046.990234
	Iteration 27Q: 3 clusters Score -3377290 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -3377300.000000 Penalty: 5046.990234
	Iteration 28Q: 3 clusters Score -3377300 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3377315.000000 Penalty: 5046.990234
	Iteration 29Q: 3 clusters Score -3377315 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3377320.000000 Penalty: 5046.990234
	Iteration 30Q: 3 clusters Score -3377320 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3377339.500000 Penalty: 5046.990234
	Iteration 31Q: 3 clusters Score -3377340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -3377353.250000 Penalty: 5046.990234
	Iteration 32Q: 3 clusters Score -3377353 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -3377360.000000 Penalty: 5046.990234
	Iteration 33Q: 3 clusters Score -3377360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3377370.250000 Penalty: 5046.990234
	Iteration 34Q: 3 clusters Score -3377370 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3377387.250000 Penalty: 5046.990234
	Iteration 35Q: 3 clusters Score -3377387 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -3377409.750000 Penalty: 5046.990234
	Iteration 36Q: 3 clusters Score -3377410 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -3377427.750000 Penalty: 5046.990234
	Iteration 37Q: 3 clusters Score -3377428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -3377453.500000 Penalty: 5046.990234
	Iteration 38Q: 3 clusters Score -3377454 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3377458.250000 Penalty: 5046.990234
	Iteration 39Q: 3 clusters Score -3377458 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3377467.500000 Penalty: 5046.990234
	Iteration 40F: 3 clusters Score -3377468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -3377485.000000 Penalty: 5046.990234
	Iteration 41Q: 3 clusters Score -3377485 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3377494.500000 Penalty: 5046.990234
	Iteration 42Q: 3 clusters Score -3377494 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3377511.500000 Penalty: 5046.990234
	Iteration 43Q: 3 clusters Score -3377512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -3377532.250000 Penalty: 5046.990234
	Iteration 44Q: 3 clusters Score -3377532 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3377547.000000 Penalty: 5046.990234
	Iteration 45Q: 3 clusters Score -3377547 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -3377555.000000 Penalty: 5046.990234
	Iteration 46Q: 3 clusters Score -3377555 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3377553.250000 Penalty: 5046.990234
	Iteration 47Q: 3 clusters Score -3377553 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3377574.500000 Penalty: 5046.990234
	Iteration 48Q: 3 clusters Score -3377574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -3377582.000000 Penalty: 5046.990234
	Iteration 49Q: 3 clusters Score -3377582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -3377586.250000 Penalty: 5046.990234
	Iteration 50Q: 3 clusters Score -3377586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3377586.750000 Penalty: 5046.990234
	Iteration 51Q: 3 clusters Score -3377587 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -3377604.000000 Penalty: 5046.990234
	Iteration 52Q: 3 clusters Score -3377604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -3377605.000000 Penalty: 5046.990234
	Iteration 53Q: 3 clusters Score -3377605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3377615.000000 Penalty: 5046.990234
	Iteration 54Q: 3 clusters Score -3377615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3377616.000000 Penalty: 5046.990234
	Iteration 55Q: 3 clusters Score -3377616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -3377616.750000 Penalty: 5046.990234
	Iteration 56Q: 3 clusters Score -3377617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -3377619.250000 Penalty: 5046.990234
	Iteration 57Q: 3 clusters Score -3377619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -3377609.250000 Penalty: 5046.990234
	Iteration 58Q: 3 clusters Score -3377609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3377615.750000 Penalty: 5046.990234
	Iteration 59Q: 3 clusters Score -3377616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3377618.250000 Penalty: 5046.990234
	Iteration 60F: 3 clusters Score -3377618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3377625.250000 Penalty: 5046.990234
	Iteration 61Q: 3 clusters Score -3377625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -3377637.500000 Penalty: 5046.990234
	Iteration 62Q: 3 clusters Score -3377638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3377639.500000 Penalty: 5046.990234
	Iteration 63Q: 3 clusters Score -3377640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -3377644.000000 Penalty: 5046.990234
	Iteration 64Q: 3 clusters Score -3377644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3377655.500000 Penalty: 5046.990234
	Iteration 65Q: 3 clusters Score -3377656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -3377665.000000 Penalty: 5046.990234
	Iteration 66Q: 3 clusters Score -3377665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -3377666.000000 Penalty: 5046.990234
	Iteration 67Q: 3 clusters Score -3377666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -3377666.500000 Penalty: 5046.990234
	Iteration 68Q: 3 clusters Score -3377666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -3377672.000000 Penalty: 5046.990234
	Iteration 69Q: 3 clusters Score -3377672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -3377677.000000 Penalty: 5046.990234
	Iteration 70Q: 3 clusters Score -3377677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -3377692.000000 Penalty: 5046.990234
	Iteration 71Q: 3 clusters Score -3377692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -3377696.250000 Penalty: 5046.990234
	Iteration 72Q: 3 clusters Score -3377696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -3377695.500000 Penalty: 5046.990234
	Iteration 73Q: 3 clusters Score -3377696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3377703.750000 Penalty: 5046.990234
	Iteration 74Q: 3 clusters Score -3377704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -3377703.250000 Penalty: 5046.990234
	Iteration 75Q: 3 clusters Score -3377703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3377698.250000 Penalty: 5046.990234
	Iteration 76Q: 3 clusters Score -3377698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -3377707.250000 Penalty: 5046.990234
	Iteration 77Q: 3 clusters Score -3377707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3377708.750000 Penalty: 5046.990234
	Iteration 78Q: 3 clusters Score -3377709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3377705.750000 Penalty: 5046.990234
	Iteration 79Q: 3 clusters Score -3377706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3377710.250000 Penalty: 5046.990234
	Iteration 80F: 3 clusters Score -3377710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -3377710.500000 Penalty: 5046.990234
	Iteration 81Q: 3 clusters Score -3377710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3377713.250000 Penalty: 5046.990234
	Iteration 82Q: 3 clusters Score -3377713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3377715.250000 Penalty: 5046.990234
	Iteration 83Q: 3 clusters Score -3377715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3377706.750000 Penalty: 5046.990234
	Iteration 84Q: 3 clusters Score -3377707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3377708.250000 Penalty: 5046.990234
	Iteration 85Q: 3 clusters Score -3377708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3377707.500000 Penalty: 5046.990234
	Iteration 86Q: 3 clusters Score -3377708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3377713.750000 Penalty: 5046.990234
	Iteration 87Q: 3 clusters Score -3377714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -3377710.500000 Penalty: 5046.990234
	Iteration 88Q: 3 clusters Score -3377710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -3377720.250000 Penalty: 5046.990234
	Iteration 89Q: 3 clusters Score -3377720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3377720.750000 Penalty: 5046.990234
	Iteration 90Q: 3 clusters Score -3377721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3377724.000000 Penalty: 5046.990234
	Iteration 91Q: 3 clusters Score -3377724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3377723.750000 Penalty: 5046.990234
	Iteration 92Q: 3 clusters Score -3377724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -3377727.750000 Penalty: 5046.990234
	Iteration 93Q: 3 clusters Score -3377728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -3377732.000000 Penalty: 5046.990234
	Iteration 94Q: 3 clusters Score -3377732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3377731.500000 Penalty: 5046.990234
	Iteration 95Q: 3 clusters Score -3377732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3377729.250000 Penalty: 5046.990234
	Iteration 96Q: 3 clusters Score -3377729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3377730.750000 Penalty: 5046.990234
	Iteration 97Q: 3 clusters Score -3377731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -3377731.250000 Penalty: 5046.990234
	Iteration 98Q: 3 clusters Score -3377731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -3377731.250000 Penalty: 5046.990234
	Iteration 99F: 3 clusters Score -3377731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160517 members 
Entering Unmasked Estep 
Score: -20868218.000000 Penalty: 2972.566650
	Iteration 0F: 2 clusters Score -2.086822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 80120 members 
Entering Unmasked Estep 
Score: -20762808.000000 Penalty: 5945.133301
	Iteration 0F: 3 clusters Score -2.076281e+07 nChanged 76773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82224 members 
Mstep: Class 2 contains 78293 members 
Entering Unmasked Estep 
Score: -20807236.000000 Penalty: 5945.133301
	Iteration 1F: 3 clusters Score -2.080724e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 77070 members 
Entering Unmasked Estep 
Score: -20808718.000000 Penalty: 5945.133301
	Iteration 2Q: 3 clusters Score -2.080872e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85335 members 
Mstep: Class 2 contains 75182 members 
Entering Unmasked Estep 
Score: -20810698.000000 Penalty: 5945.133301
	Iteration 3Q: 3 clusters Score -2.08107e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 72238 members 
Entering Unmasked Estep 
Score: -20814032.000000 Penalty: 5945.133301
	Iteration 4Q: 3 clusters Score -2.081403e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92400 members 
Mstep: Class 2 contains 68117 members 
Entering Unmasked Estep 
Score: -20819114.000000 Penalty: 5945.133301
	Iteration 5F: 3 clusters Score -2.081911e+07 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97644 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -20826482.000000 Penalty: 5945.133301
	Iteration 6F: 3 clusters Score -2.082648e+07 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102954 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -20835768.000000 Penalty: 5945.133301
	Iteration 7F: 3 clusters Score -2.083577e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106849 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -20844276.000000 Penalty: 5945.133301
	Iteration 8F: 3 clusters Score -2.084428e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109274 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -20849786.000000 Penalty: 5945.133301
	Iteration 9F: 3 clusters Score -2.084979e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110862 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -20852226.000000 Penalty: 5945.133301
	Iteration 10Q: 3 clusters Score -2.085223e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112072 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -20853222.000000 Penalty: 5945.133301
	Iteration 11Q: 3 clusters Score -2.085322e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113132 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -20853652.000000 Penalty: 5945.133301
	Iteration 12Q: 3 clusters Score -2.085365e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114244 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -20854096.000000 Penalty: 5945.133301
	Iteration 13Q: 3 clusters Score -2.08541e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115361 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -20854456.000000 Penalty: 5945.133301
	Iteration 14Q: 3 clusters Score -2.085446e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116493 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -20854854.000000 Penalty: 5945.133301
	Iteration 15Q: 3 clusters Score -2.085485e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117601 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -20855096.000000 Penalty: 5945.133301
	Iteration 16Q: 3 clusters Score -2.08551e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118728 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -20855422.000000 Penalty: 5945.133301
	Iteration 17Q: 3 clusters Score -2.085542e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119915 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -20855738.000000 Penalty: 5945.133301
	Iteration 18Q: 3 clusters Score -2.085574e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121200 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -20856082.000000 Penalty: 5945.133301
	Iteration 19Q: 3 clusters Score -2.085608e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122511 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -20856652.000000 Penalty: 5945.133301
	Iteration 20F: 3 clusters Score -2.085665e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123904 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -20857204.000000 Penalty: 5945.133301
	Iteration 21Q: 3 clusters Score -2.08572e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125314 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -20857754.000000 Penalty: 5945.133301
	Iteration 22Q: 3 clusters Score -2.085775e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126722 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -20858444.000000 Penalty: 5945.133301
	Iteration 23Q: 3 clusters Score -2.085844e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128058 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -20859118.000000 Penalty: 5945.133301
	Iteration 24Q: 3 clusters Score -2.085912e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129315 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -20859578.000000 Penalty: 5945.133301
	Iteration 25Q: 3 clusters Score -2.085958e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130531 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -20859940.000000 Penalty: 5945.133301
	Iteration 26Q: 3 clusters Score -2.085994e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131619 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -20860202.000000 Penalty: 5945.133301
	Iteration 27Q: 3 clusters Score -2.08602e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132669 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -20860440.000000 Penalty: 5945.133301
	Iteration 28Q: 3 clusters Score -2.086044e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133664 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -20860696.000000 Penalty: 5945.133301
	Iteration 29Q: 3 clusters Score -2.08607e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134597 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -20860784.000000 Penalty: 5945.133301
	Iteration 30Q: 3 clusters Score -2.086078e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135510 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -20860914.000000 Penalty: 5945.133301
	Iteration 31Q: 3 clusters Score -2.086091e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136408 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -20860948.000000 Penalty: 5945.133301
	Iteration 32Q: 3 clusters Score -2.086095e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137279 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -20861096.000000 Penalty: 5945.133301
	Iteration 33Q: 3 clusters Score -2.08611e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138169 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -20861164.000000 Penalty: 5945.133301
	Iteration 34Q: 3 clusters Score -2.086116e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139052 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -20861434.000000 Penalty: 5945.133301
	Iteration 35Q: 3 clusters Score -2.086143e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139943 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -20861612.000000 Penalty: 5945.133301
	Iteration 36Q: 3 clusters Score -2.086161e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140885 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -20861770.000000 Penalty: 5945.133301
	Iteration 37Q: 3 clusters Score -2.086177e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141820 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -20861890.000000 Penalty: 5945.133301
	Iteration 38Q: 3 clusters Score -2.086189e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142768 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -20862108.000000 Penalty: 5945.133301
	Iteration 39Q: 3 clusters Score -2.086211e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143747 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -20862282.000000 Penalty: 5945.133301
	Iteration 40F: 3 clusters Score -2.086228e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144721 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -20862556.000000 Penalty: 5945.133301
	Iteration 41Q: 3 clusters Score -2.086256e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145755 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -20862908.000000 Penalty: 5945.133301
	Iteration 42Q: 3 clusters Score -2.086291e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146824 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -20863226.000000 Penalty: 5945.133301
	Iteration 43Q: 3 clusters Score -2.086323e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147893 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -20863562.000000 Penalty: 5945.133301
	Iteration 44Q: 3 clusters Score -2.086356e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148923 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -20863808.000000 Penalty: 5945.133301
	Iteration 45Q: 3 clusters Score -2.086381e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149944 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -20864152.000000 Penalty: 5945.133301
	Iteration 46Q: 3 clusters Score -2.086415e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150914 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -20864440.000000 Penalty: 5945.133301
	Iteration 47Q: 3 clusters Score -2.086444e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151844 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -20864744.000000 Penalty: 5945.133301
	Iteration 48Q: 3 clusters Score -2.086474e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152678 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -20864900.000000 Penalty: 5945.133301
	Iteration 49Q: 3 clusters Score -2.08649e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153462 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -20865192.000000 Penalty: 5945.133301
	Iteration 50Q: 3 clusters Score -2.086519e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154176 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -20865444.000000 Penalty: 5945.133301
	Iteration 51Q: 3 clusters Score -2.086544e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154789 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -20865606.000000 Penalty: 5945.133301
	Iteration 52Q: 3 clusters Score -2.086561e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155356 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -20866042.000000 Penalty: 5945.133301
	Iteration 53Q: 3 clusters Score -2.086604e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155763 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -20866402.000000 Penalty: 5945.133301
	Iteration 54Q: 3 clusters Score -2.08664e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156098 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -20866752.000000 Penalty: 5945.133301
	Iteration 55Q: 3 clusters Score -2.086675e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156310 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -20867046.000000 Penalty: 5945.133301
	Iteration 56Q: 3 clusters Score -2.086705e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156421 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -20867176.000000 Penalty: 5945.133301
	Iteration 57Q: 3 clusters Score -2.086718e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156463 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -20867322.000000 Penalty: 5945.133301
	Iteration 58Q: 3 clusters Score -2.086732e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156467 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -20867358.000000 Penalty: 5945.133301
	Iteration 59Q: 3 clusters Score -2.086736e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156448 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -20867382.000000 Penalty: 5945.133301
	Iteration 60F: 3 clusters Score -2.086738e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156441 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -20867400.000000 Penalty: 5945.133301
	Iteration 61Q: 3 clusters Score -2.08674e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156438 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -20867394.000000 Penalty: 5945.133301
	Iteration 62Q: 3 clusters Score -2.086739e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156433 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -20867400.000000 Penalty: 5945.133301
	Iteration 63Q: 3 clusters Score -2.08674e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156431 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -20867398.000000 Penalty: 5945.133301
	Iteration 64Q: 3 clusters Score -2.08674e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156428 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -20867418.000000 Penalty: 5945.133301
	Iteration 65Q: 3 clusters Score -2.086742e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156413 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -20867390.000000 Penalty: 5945.133301
	Iteration 66Q: 3 clusters Score -2.086739e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156407 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -20867374.000000 Penalty: 5945.133301
	Iteration 67Q: 3 clusters Score -2.086737e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156397 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -20867384.000000 Penalty: 5945.133301
	Iteration 68Q: 3 clusters Score -2.086738e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156389 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -20867390.000000 Penalty: 5945.133301
	Iteration 69Q: 3 clusters Score -2.086739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156386 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -20867416.000000 Penalty: 5945.133301
	Iteration 70Q: 3 clusters Score -2.086742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156382 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -20867426.000000 Penalty: 5945.133301
	Iteration 71Q: 3 clusters Score -2.086743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156378 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -20867422.000000 Penalty: 5945.133301
	Iteration 72Q: 3 clusters Score -2.086742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156372 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -20867424.000000 Penalty: 5945.133301
	Iteration 73Q: 3 clusters Score -2.086742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156363 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -20867422.000000 Penalty: 5945.133301
	Iteration 74Q: 3 clusters Score -2.086742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156357 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -20867404.000000 Penalty: 5945.133301
	Iteration 75Q: 3 clusters Score -2.08674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156350 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -20867412.000000 Penalty: 5945.133301
	Iteration 76Q: 3 clusters Score -2.086741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156343 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -20867418.000000 Penalty: 5945.133301
	Iteration 77Q: 3 clusters Score -2.086742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156339 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -20867422.000000 Penalty: 5945.133301
	Iteration 78Q: 3 clusters Score -2.086742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156340 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -20867420.000000 Penalty: 5945.133301
	Iteration 79Q: 3 clusters Score -2.086742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156340 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -20867420.000000 Penalty: 5945.133301
	Iteration 80F: 3 clusters Score -2.086742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156339 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -20867436.000000 Penalty: 5945.133301
	Iteration 81Q: 3 clusters Score -2.086744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156338 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -20867434.000000 Penalty: 5945.133301
	Iteration 82Q: 3 clusters Score -2.086743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156338 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -20867434.000000 Penalty: 5945.133301
	Iteration 83F: 3 clusters Score -2.086743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -42420.992188 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -42420.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40971.476562 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -40971.48 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41125.503906 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -41125.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41200.203125 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -41200.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41226.363281 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -41226.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41241.359375 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -41241.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41245.929688 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -41245.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41251.164062 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -41251.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41253.195312 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -41253.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41253.195312 Penalty: 3019.040283
	Iteration 8F: 3 clusters Score -41253.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Entering Unmasked Estep 
Score: -1890834.125000 Penalty: 2375.764404
	Iteration 0F: 2 clusters Score -1890834 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 7237 members 
Entering Unmasked Estep 
Score: -1880378.375000 Penalty: 4751.528809
	Iteration 0F: 3 clusters Score -1880378 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1883630.250000 Penalty: 4751.528809
	Iteration 1F: 3 clusters Score -1883630 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1883938.875000 Penalty: 4751.528809
	Iteration 2F: 3 clusters Score -1883939 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1884152.375000 Penalty: 4751.528809
	Iteration 3Q: 3 clusters Score -1884152 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1884327.375000 Penalty: 4751.528809
	Iteration 4Q: 3 clusters Score -1884327 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1884475.500000 Penalty: 4751.528809
	Iteration 5Q: 3 clusters Score -1884476 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1884608.500000 Penalty: 4751.528809
	Iteration 6Q: 3 clusters Score -1884608 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1884726.500000 Penalty: 4751.528809
	Iteration 7Q: 3 clusters Score -1884726 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1884854.375000 Penalty: 4751.528809
	Iteration 8Q: 3 clusters Score -1884854 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1885021.000000 Penalty: 4751.528809
	Iteration 9Q: 3 clusters Score -1885021 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1885199.875000 Penalty: 4751.528809
	Iteration 10Q: 3 clusters Score -1885200 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1885381.250000 Penalty: 4751.528809
	Iteration 11Q: 3 clusters Score -1885381 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1885551.125000 Penalty: 4751.528809
	Iteration 12Q: 3 clusters Score -1885551 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1885747.125000 Penalty: 4751.528809
	Iteration 13Q: 3 clusters Score -1885747 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1885970.500000 Penalty: 4751.528809
	Iteration 14Q: 3 clusters Score -1885970 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1886213.125000 Penalty: 4751.528809
	Iteration 15Q: 3 clusters Score -1886213 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1886462.000000 Penalty: 4751.528809
	Iteration 16Q: 3 clusters Score -1886462 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1886684.375000 Penalty: 4751.528809
	Iteration 17Q: 3 clusters Score -1886684 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1886916.625000 Penalty: 4751.528809
	Iteration 18Q: 3 clusters Score -1886917 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1887146.000000 Penalty: 4751.528809
	Iteration 19Q: 3 clusters Score -1887146 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1887379.625000 Penalty: 4751.528809
	Iteration 20F: 3 clusters Score -1887380 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1887591.875000 Penalty: 4751.528809
	Iteration 21Q: 3 clusters Score -1887592 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1887779.000000 Penalty: 4751.528809
	Iteration 22Q: 3 clusters Score -1887779 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1887897.875000 Penalty: 4751.528809
	Iteration 23Q: 3 clusters Score -1887898 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1888006.250000 Penalty: 4751.528809
	Iteration 24Q: 3 clusters Score -1888006 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1888088.875000 Penalty: 4751.528809
	Iteration 25Q: 3 clusters Score -1888089 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1888156.750000 Penalty: 4751.528809
	Iteration 26Q: 3 clusters Score -1888157 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1888214.500000 Penalty: 4751.528809
	Iteration 27Q: 3 clusters Score -1888214 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1888261.500000 Penalty: 4751.528809
	Iteration 28Q: 3 clusters Score -1888262 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1888300.750000 Penalty: 4751.528809
	Iteration 29Q: 3 clusters Score -1888301 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1888336.250000 Penalty: 4751.528809
	Iteration 30Q: 3 clusters Score -1888336 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1888370.000000 Penalty: 4751.528809
	Iteration 31Q: 3 clusters Score -1888370 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1888418.750000 Penalty: 4751.528809
	Iteration 32Q: 3 clusters Score -1888419 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1888449.125000 Penalty: 4751.528809
	Iteration 33Q: 3 clusters Score -1888449 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1888476.750000 Penalty: 4751.528809
	Iteration 34Q: 3 clusters Score -1888477 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1888518.000000 Penalty: 4751.528809
	Iteration 35Q: 3 clusters Score -1888518 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1888551.000000 Penalty: 4751.528809
	Iteration 36Q: 3 clusters Score -1888551 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1888576.500000 Penalty: 4751.528809
	Iteration 37Q: 3 clusters Score -1888576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1888590.875000 Penalty: 4751.528809
	Iteration 38Q: 3 clusters Score -1888591 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1888617.750000 Penalty: 4751.528809
	Iteration 39Q: 3 clusters Score -1888618 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1888625.375000 Penalty: 4751.528809
	Iteration 40F: 3 clusters Score -1888625 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1888639.625000 Penalty: 4751.528809
	Iteration 41Q: 3 clusters Score -1888640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1888650.500000 Penalty: 4751.528809
	Iteration 42Q: 3 clusters Score -1888650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1888661.750000 Penalty: 4751.528809
	Iteration 43Q: 3 clusters Score -1888662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1888675.000000 Penalty: 4751.528809
	Iteration 44Q: 3 clusters Score -1888675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1888690.000000 Penalty: 4751.528809
	Iteration 45Q: 3 clusters Score -1888690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1888691.500000 Penalty: 4751.528809
	Iteration 46Q: 3 clusters Score -1888692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1888696.125000 Penalty: 4751.528809
	Iteration 47Q: 3 clusters Score -1888696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1888701.125000 Penalty: 4751.528809
	Iteration 48Q: 3 clusters Score -1888701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1888710.875000 Penalty: 4751.528809
	Iteration 49Q: 3 clusters Score -1888711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1888720.500000 Penalty: 4751.528809
	Iteration 50Q: 3 clusters Score -1888720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1888728.125000 Penalty: 4751.528809
	Iteration 51Q: 3 clusters Score -1888728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1888731.500000 Penalty: 4751.528809
	Iteration 52Q: 3 clusters Score -1888732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1888733.750000 Penalty: 4751.528809
	Iteration 53Q: 3 clusters Score -1888734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1888742.125000 Penalty: 4751.528809
	Iteration 54Q: 3 clusters Score -1888742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1888748.250000 Penalty: 4751.528809
	Iteration 55Q: 3 clusters Score -1888748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1888751.375000 Penalty: 4751.528809
	Iteration 56Q: 3 clusters Score -1888751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1888762.250000 Penalty: 4751.528809
	Iteration 57Q: 3 clusters Score -1888762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1888766.500000 Penalty: 4751.528809
	Iteration 58Q: 3 clusters Score -1888766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1888777.375000 Penalty: 4751.528809
	Iteration 59Q: 3 clusters Score -1888777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1888778.750000 Penalty: 4751.528809
	Iteration 60F: 3 clusters Score -1888779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1888781.000000 Penalty: 4751.528809
	Iteration 61Q: 3 clusters Score -1888781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1888781.750000 Penalty: 4751.528809
	Iteration 62Q: 3 clusters Score -1888782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1888782.875000 Penalty: 4751.528809
	Iteration 63Q: 3 clusters Score -1888783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1888787.000000 Penalty: 4751.528809
	Iteration 64Q: 3 clusters Score -1888787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1888786.125000 Penalty: 4751.528809
	Iteration 65Q: 3 clusters Score -1888786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1888790.875000 Penalty: 4751.528809
	Iteration 66Q: 3 clusters Score -1888791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1888790.875000 Penalty: 4751.528809
	Iteration 67Q: 3 clusters Score -1888791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1888791.375000 Penalty: 4751.528809
	Iteration 68Q: 3 clusters Score -1888791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1888792.000000 Penalty: 4751.528809
	Iteration 69Q: 3 clusters Score -1888792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1888792.000000 Penalty: 4751.528809
	Iteration 70F: 3 clusters Score -1888792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -67235.914062 Penalty: 1586.438599
	Iteration 0F: 2 clusters Score -67235.91 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 294 members 
Entering Unmasked Estep 
Score: -65748.523438 Penalty: 3172.877197
	Iteration 0F: 3 clusters Score -65748.52 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -65990.648438 Penalty: 3172.877197
	Iteration 1F: 3 clusters Score -65990.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66185.140625 Penalty: 3172.877197
	Iteration 2F: 3 clusters Score -66185.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66311.156250 Penalty: 3172.877197
	Iteration 3Q: 3 clusters Score -66311.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66388.070312 Penalty: 3172.877197
	Iteration 4Q: 3 clusters Score -66388.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66439.398438 Penalty: 3172.877197
	Iteration 5Q: 3 clusters Score -66439.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66534.453125 Penalty: 3172.877197
	Iteration 6Q: 3 clusters Score -66534.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66606.875000 Penalty: 3172.877197
	Iteration 7Q: 3 clusters Score -66606.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66646.453125 Penalty: 3172.877197
	Iteration 8Q: 3 clusters Score -66646.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -66700.671875 Penalty: 3172.877197
	Iteration 9Q: 3 clusters Score -66700.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -66735.375000 Penalty: 3172.877197
	Iteration 10Q: 3 clusters Score -66735.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66781.320312 Penalty: 3172.877197
	Iteration 11Q: 3 clusters Score -66781.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -66826.828125 Penalty: 3172.877197
	Iteration 12Q: 3 clusters Score -66826.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -66881.406250 Penalty: 3172.877197
	Iteration 13Q: 3 clusters Score -66881.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -66923.476562 Penalty: 3172.877197
	Iteration 14Q: 3 clusters Score -66923.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -66947.156250 Penalty: 3172.877197
	Iteration 15Q: 3 clusters Score -66947.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -66958.812500 Penalty: 3172.877197
	Iteration 16Q: 3 clusters Score -66958.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -66982.000000 Penalty: 3172.877197
	Iteration 17Q: 3 clusters Score -66982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -67004.375000 Penalty: 3172.877197
	Iteration 18Q: 3 clusters Score -67004.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -67009.242188 Penalty: 3172.877197
	Iteration 19Q: 3 clusters Score -67009.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -67013.820312 Penalty: 3172.877197
	Iteration 20F: 3 clusters Score -67013.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -67024.015625 Penalty: 3172.877197
	Iteration 21Q: 3 clusters Score -67024.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -67024.015625 Penalty: 3172.877197
	Iteration 22F: 3 clusters Score -67024.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Entering Unmasked Estep 
Score: -7281702.000000 Penalty: 2715.464600
	Iteration 0F: 2 clusters Score -7281702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -7243215.500000 Penalty: 5430.929199
	Iteration 0F: 3 clusters Score -7243216 nChanged 26510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -7258275.500000 Penalty: 5430.929199
	Iteration 1F: 3 clusters Score -7258276 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -7258887.000000 Penalty: 5430.929199
	Iteration 2Q: 3 clusters Score -7258887 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -7259459.000000 Penalty: 5430.929199
	Iteration 3Q: 3 clusters Score -7259459 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -7260309.000000 Penalty: 5430.929199
	Iteration 4Q: 3 clusters Score -7260309 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -7261659.000000 Penalty: 5430.929199
	Iteration 5Q: 3 clusters Score -7261659 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -7263927.000000 Penalty: 5430.929199
	Iteration 6F: 3 clusters Score -7263927 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -7267300.500000 Penalty: 5430.929199
	Iteration 7F: 3 clusters Score -7267300 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -7271804.500000 Penalty: 5430.929199
	Iteration 8F: 3 clusters Score -7271804 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -7275639.000000 Penalty: 5430.929199
	Iteration 9F: 3 clusters Score -7275639 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7277842.500000 Penalty: 5430.929199
	Iteration 10Q: 3 clusters Score -7277842 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56263 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7278672.000000 Penalty: 5430.929199
	Iteration 11Q: 3 clusters Score -7278672 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7279007.000000 Penalty: 5430.929199
	Iteration 12Q: 3 clusters Score -7279007 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7279174.000000 Penalty: 5430.929199
	Iteration 13Q: 3 clusters Score -7279174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7279228.000000 Penalty: 5430.929199
	Iteration 14Q: 3 clusters Score -7279228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7279252.500000 Penalty: 5430.929199
	Iteration 15Q: 3 clusters Score -7279252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7279280.000000 Penalty: 5430.929199
	Iteration 16Q: 3 clusters Score -7279280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7279292.000000 Penalty: 5430.929199
	Iteration 17Q: 3 clusters Score -7279292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7279310.500000 Penalty: 5430.929199
	Iteration 18Q: 3 clusters Score -7279310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7279321.500000 Penalty: 5430.929199
	Iteration 19Q: 3 clusters Score -7279322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7279323.500000 Penalty: 5430.929199
	Iteration 20F: 3 clusters Score -7279324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7279325.500000 Penalty: 5430.929199
	Iteration 21Q: 3 clusters Score -7279326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7279325.500000 Penalty: 5430.929199
	Iteration 22F: 3 clusters Score -7279326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Entering Unmasked Estep 
Score: -5430089.000000 Penalty: 2638.067627
	Iteration 0F: 2 clusters Score -5430089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -5401933.000000 Penalty: 5276.135254
	Iteration 0F: 3 clusters Score -5401933 nChanged 19172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -5412691.500000 Penalty: 5276.135254
	Iteration 1F: 3 clusters Score -5412692 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -5413331.500000 Penalty: 5276.135254
	Iteration 2Q: 3 clusters Score -5413332 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -5413980.000000 Penalty: 5276.135254
	Iteration 3Q: 3 clusters Score -5413980 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -5414765.500000 Penalty: 5276.135254
	Iteration 4Q: 3 clusters Score -5414766 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -5415597.500000 Penalty: 5276.135254
	Iteration 5Q: 3 clusters Score -5415598 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -5416554.000000 Penalty: 5276.135254
	Iteration 6Q: 3 clusters Score -5416554 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -5417703.000000 Penalty: 5276.135254
	Iteration 7F: 3 clusters Score -5417703 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -5418954.500000 Penalty: 5276.135254
	Iteration 8F: 3 clusters Score -5418954 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -5420241.000000 Penalty: 5276.135254
	Iteration 9F: 3 clusters Score -5420241 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -5421530.000000 Penalty: 5276.135254
	Iteration 10Q: 3 clusters Score -5421530 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -5422402.000000 Penalty: 5276.135254
	Iteration 11Q: 3 clusters Score -5422402 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -5423018.000000 Penalty: 5276.135254
	Iteration 12Q: 3 clusters Score -5423018 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -5423418.500000 Penalty: 5276.135254
	Iteration 13Q: 3 clusters Score -5423418 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -5423738.000000 Penalty: 5276.135254
	Iteration 14Q: 3 clusters Score -5423738 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -5424002.500000 Penalty: 5276.135254
	Iteration 15Q: 3 clusters Score -5424002 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -5424241.500000 Penalty: 5276.135254
	Iteration 16Q: 3 clusters Score -5424242 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -5424474.500000 Penalty: 5276.135254
	Iteration 17Q: 3 clusters Score -5424474 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -5424647.000000 Penalty: 5276.135254
	Iteration 18Q: 3 clusters Score -5424647 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -5424816.500000 Penalty: 5276.135254
	Iteration 19Q: 3 clusters Score -5424816 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -5425038.000000 Penalty: 5276.135254
	Iteration 20F: 3 clusters Score -5425038 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -5425242.000000 Penalty: 5276.135254
	Iteration 21Q: 3 clusters Score -5425242 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -5425406.500000 Penalty: 5276.135254
	Iteration 22Q: 3 clusters Score -5425406 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -5425542.500000 Penalty: 5276.135254
	Iteration 23Q: 3 clusters Score -5425542 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -5425716.500000 Penalty: 5276.135254
	Iteration 24Q: 3 clusters Score -5425716 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -5425892.000000 Penalty: 5276.135254
	Iteration 25Q: 3 clusters Score -5425892 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -5426051.500000 Penalty: 5276.135254
	Iteration 26Q: 3 clusters Score -5426052 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -5426195.500000 Penalty: 5276.135254
	Iteration 27Q: 3 clusters Score -5426196 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -5426352.500000 Penalty: 5276.135254
	Iteration 28Q: 3 clusters Score -5426352 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -5426474.000000 Penalty: 5276.135254
	Iteration 29Q: 3 clusters Score -5426474 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -5426612.500000 Penalty: 5276.135254
	Iteration 30Q: 3 clusters Score -5426612 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -5426741.000000 Penalty: 5276.135254
	Iteration 31Q: 3 clusters Score -5426741 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -5426850.000000 Penalty: 5276.135254
	Iteration 32Q: 3 clusters Score -5426850 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -5426954.500000 Penalty: 5276.135254
	Iteration 33Q: 3 clusters Score -5426954 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -5427038.500000 Penalty: 5276.135254
	Iteration 34Q: 3 clusters Score -5427038 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -5427151.000000 Penalty: 5276.135254
	Iteration 35Q: 3 clusters Score -5427151 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -5427226.500000 Penalty: 5276.135254
	Iteration 36Q: 3 clusters Score -5427226 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -5427316.000000 Penalty: 5276.135254
	Iteration 37Q: 3 clusters Score -5427316 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -5427367.000000 Penalty: 5276.135254
	Iteration 38Q: 3 clusters Score -5427367 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -5427407.500000 Penalty: 5276.135254
	Iteration 39Q: 3 clusters Score -5427408 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -5427456.000000 Penalty: 5276.135254
	Iteration 40F: 3 clusters Score -5427456 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -5427504.000000 Penalty: 5276.135254
	Iteration 41Q: 3 clusters Score -5427504 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -5427558.000000 Penalty: 5276.135254
	Iteration 42Q: 3 clusters Score -5427558 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -5427601.500000 Penalty: 5276.135254
	Iteration 43Q: 3 clusters Score -5427602 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -5427634.500000 Penalty: 5276.135254
	Iteration 44Q: 3 clusters Score -5427634 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -5427661.000000 Penalty: 5276.135254
	Iteration 45Q: 3 clusters Score -5427661 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -5427680.500000 Penalty: 5276.135254
	Iteration 46Q: 3 clusters Score -5427680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -5427724.500000 Penalty: 5276.135254
	Iteration 47Q: 3 clusters Score -5427724 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -5427742.000000 Penalty: 5276.135254
	Iteration 48Q: 3 clusters Score -5427742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -5427741.000000 Penalty: 5276.135254
	Iteration 49Q: 3 clusters Score -5427741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -5427750.000000 Penalty: 5276.135254
	Iteration 50Q: 3 clusters Score -5427750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -5427754.500000 Penalty: 5276.135254
	Iteration 51Q: 3 clusters Score -5427754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -5427766.000000 Penalty: 5276.135254
	Iteration 52Q: 3 clusters Score -5427766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -5427777.500000 Penalty: 5276.135254
	Iteration 53Q: 3 clusters Score -5427778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -5427788.500000 Penalty: 5276.135254
	Iteration 54Q: 3 clusters Score -5427788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -5427808.000000 Penalty: 5276.135254
	Iteration 55Q: 3 clusters Score -5427808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -5427814.000000 Penalty: 5276.135254
	Iteration 56Q: 3 clusters Score -5427814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -5427829.500000 Penalty: 5276.135254
	Iteration 57Q: 3 clusters Score -5427830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -5427838.000000 Penalty: 5276.135254
	Iteration 58Q: 3 clusters Score -5427838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -5427845.000000 Penalty: 5276.135254
	Iteration 59Q: 3 clusters Score -5427845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -5427862.500000 Penalty: 5276.135254
	Iteration 60F: 3 clusters Score -5427862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -5427870.000000 Penalty: 5276.135254
	Iteration 61Q: 3 clusters Score -5427870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -5427873.000000 Penalty: 5276.135254
	Iteration 62Q: 3 clusters Score -5427873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -5427875.000000 Penalty: 5276.135254
	Iteration 63Q: 3 clusters Score -5427875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -5427883.500000 Penalty: 5276.135254
	Iteration 64Q: 3 clusters Score -5427884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -5427886.000000 Penalty: 5276.135254
	Iteration 65Q: 3 clusters Score -5427886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -5427891.500000 Penalty: 5276.135254
	Iteration 66Q: 3 clusters Score -5427892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -5427902.500000 Penalty: 5276.135254
	Iteration 67Q: 3 clusters Score -5427902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -5427899.000000 Penalty: 5276.135254
	Iteration 68Q: 3 clusters Score -5427899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -5427898.000000 Penalty: 5276.135254
	Iteration 69Q: 3 clusters Score -5427898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -5427908.500000 Penalty: 5276.135254
	Iteration 70Q: 3 clusters Score -5427908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -5427909.000000 Penalty: 5276.135254
	Iteration 71Q: 3 clusters Score -5427909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -5427916.500000 Penalty: 5276.135254
	Iteration 72Q: 3 clusters Score -5427916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -5427919.000000 Penalty: 5276.135254
	Iteration 73Q: 3 clusters Score -5427919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -5427926.500000 Penalty: 5276.135254
	Iteration 74Q: 3 clusters Score -5427926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -5427927.000000 Penalty: 5276.135254
	Iteration 75Q: 3 clusters Score -5427927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -5427929.500000 Penalty: 5276.135254
	Iteration 76Q: 3 clusters Score -5427930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -5427926.000000 Penalty: 5276.135254
	Iteration 77Q: 3 clusters Score -5427926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -5427932.000000 Penalty: 5276.135254
	Iteration 78Q: 3 clusters Score -5427932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -5427936.000000 Penalty: 5276.135254
	Iteration 79Q: 3 clusters Score -5427936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -5427942.000000 Penalty: 5276.135254
	Iteration 80F: 3 clusters Score -5427942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -5427941.500000 Penalty: 5276.135254
	Iteration 81Q: 3 clusters Score -5427942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -5427937.500000 Penalty: 5276.135254
	Iteration 82Q: 3 clusters Score -5427938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -5427937.500000 Penalty: 5276.135254
	Iteration 83F: 3 clusters Score -5427938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Entering Unmasked Estep 
Score: -1545073.875000 Penalty: 2337.491943
	Iteration 0F: 2 clusters Score -1545074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1535860.750000 Penalty: 4674.983887
	Iteration 0F: 3 clusters Score -1535861 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1538770.875000 Penalty: 4674.983887
	Iteration 1F: 3 clusters Score -1538771 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1539208.875000 Penalty: 4674.983887
	Iteration 2F: 3 clusters Score -1539209 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1539615.125000 Penalty: 4674.983887
	Iteration 3F: 3 clusters Score -1539615 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1539958.875000 Penalty: 4674.983887
	Iteration 4F: 3 clusters Score -1539959 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1540235.125000 Penalty: 4674.983887
	Iteration 5Q: 3 clusters Score -1540235 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1540555.000000 Penalty: 4674.983887
	Iteration 6Q: 3 clusters Score -1540555 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1540904.125000 Penalty: 4674.983887
	Iteration 7Q: 3 clusters Score -1540904 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1541249.500000 Penalty: 4674.983887
	Iteration 8Q: 3 clusters Score -1541250 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1541590.750000 Penalty: 4674.983887
	Iteration 9Q: 3 clusters Score -1541591 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1541911.125000 Penalty: 4674.983887
	Iteration 10Q: 3 clusters Score -1541911 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1542202.875000 Penalty: 4674.983887
	Iteration 11Q: 3 clusters Score -1542203 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1542421.500000 Penalty: 4674.983887
	Iteration 12Q: 3 clusters Score -1542422 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1542598.375000 Penalty: 4674.983887
	Iteration 13Q: 3 clusters Score -1542598 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1542712.375000 Penalty: 4674.983887
	Iteration 14Q: 3 clusters Score -1542712 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1542804.750000 Penalty: 4674.983887
	Iteration 15Q: 3 clusters Score -1542805 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1542879.500000 Penalty: 4674.983887
	Iteration 16Q: 3 clusters Score -1542880 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1542940.250000 Penalty: 4674.983887
	Iteration 17Q: 3 clusters Score -1542940 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1542983.500000 Penalty: 4674.983887
	Iteration 18Q: 3 clusters Score -1542984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1543004.625000 Penalty: 4674.983887
	Iteration 19Q: 3 clusters Score -1543005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1543026.250000 Penalty: 4674.983887
	Iteration 20F: 3 clusters Score -1543026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1543037.000000 Penalty: 4674.983887
	Iteration 21Q: 3 clusters Score -1543037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1543048.625000 Penalty: 4674.983887
	Iteration 22Q: 3 clusters Score -1543049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1543060.625000 Penalty: 4674.983887
	Iteration 23Q: 3 clusters Score -1543061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1543075.125000 Penalty: 4674.983887
	Iteration 24Q: 3 clusters Score -1543075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1543079.875000 Penalty: 4674.983887
	Iteration 25Q: 3 clusters Score -1543080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1543085.125000 Penalty: 4674.983887
	Iteration 26Q: 3 clusters Score -1543085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1543087.000000 Penalty: 4674.983887
	Iteration 27Q: 3 clusters Score -1543087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1543087.625000 Penalty: 4674.983887
	Iteration 28Q: 3 clusters Score -1543088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1543087.625000 Penalty: 4674.983887
	Iteration 29F: 3 clusters Score -1543088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Entering Unmasked Estep 
Score: -795258.625000 Penalty: 2171.110107
	Iteration 0F: 2 clusters Score -795258.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -789917.375000 Penalty: 4342.220215
	Iteration 0F: 3 clusters Score -789917.4 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -791331.687500 Penalty: 4342.220215
	Iteration 1F: 3 clusters Score -791331.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -791710.687500 Penalty: 4342.220215
	Iteration 2F: 3 clusters Score -791710.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -792046.000000 Penalty: 4342.220215
	Iteration 3F: 3 clusters Score -792046 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -792358.437500 Penalty: 4342.220215
	Iteration 4F: 3 clusters Score -792358.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -792635.312500 Penalty: 4342.220215
	Iteration 5F: 3 clusters Score -792635.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -792854.125000 Penalty: 4342.220215
	Iteration 6F: 3 clusters Score -792854.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -793007.250000 Penalty: 4342.220215
	Iteration 7Q: 3 clusters Score -793007.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -793158.375000 Penalty: 4342.220215
	Iteration 8Q: 3 clusters Score -793158.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -793276.500000 Penalty: 4342.220215
	Iteration 9Q: 3 clusters Score -793276.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -793379.187500 Penalty: 4342.220215
	Iteration 10Q: 3 clusters Score -793379.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -793460.937500 Penalty: 4342.220215
	Iteration 11Q: 3 clusters Score -793460.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -793532.562500 Penalty: 4342.220215
	Iteration 12Q: 3 clusters Score -793532.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -793603.437500 Penalty: 4342.220215
	Iteration 13Q: 3 clusters Score -793603.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -793654.562500 Penalty: 4342.220215
	Iteration 14Q: 3 clusters Score -793654.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -793705.687500 Penalty: 4342.220215
	Iteration 15Q: 3 clusters Score -793705.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -793741.812500 Penalty: 4342.220215
	Iteration 16Q: 3 clusters Score -793741.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -793774.062500 Penalty: 4342.220215
	Iteration 17Q: 3 clusters Score -793774.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -793798.125000 Penalty: 4342.220215
	Iteration 18Q: 3 clusters Score -793798.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -793825.187500 Penalty: 4342.220215
	Iteration 19Q: 3 clusters Score -793825.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -793846.062500 Penalty: 4342.220215
	Iteration 20F: 3 clusters Score -793846.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -793859.562500 Penalty: 4342.220215
	Iteration 21Q: 3 clusters Score -793859.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -793877.375000 Penalty: 4342.220215
	Iteration 22Q: 3 clusters Score -793877.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -793897.750000 Penalty: 4342.220215
	Iteration 23Q: 3 clusters Score -793897.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -793913.625000 Penalty: 4342.220215
	Iteration 24Q: 3 clusters Score -793913.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -793924.250000 Penalty: 4342.220215
	Iteration 25Q: 3 clusters Score -793924.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -793938.437500 Penalty: 4342.220215
	Iteration 26Q: 3 clusters Score -793938.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -793945.812500 Penalty: 4342.220215
	Iteration 27Q: 3 clusters Score -793945.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -793957.312500 Penalty: 4342.220215
	Iteration 28Q: 3 clusters Score -793957.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -793964.250000 Penalty: 4342.220215
	Iteration 29Q: 3 clusters Score -793964.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -793968.937500 Penalty: 4342.220215
	Iteration 30Q: 3 clusters Score -793968.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -793975.875000 Penalty: 4342.220215
	Iteration 31Q: 3 clusters Score -793975.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -793981.500000 Penalty: 4342.220215
	Iteration 32Q: 3 clusters Score -793981.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -793985.125000 Penalty: 4342.220215
	Iteration 33Q: 3 clusters Score -793985.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -793987.062500 Penalty: 4342.220215
	Iteration 34Q: 3 clusters Score -793987.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -793989.812500 Penalty: 4342.220215
	Iteration 35Q: 3 clusters Score -793989.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -793991.937500 Penalty: 4342.220215
	Iteration 36Q: 3 clusters Score -793991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -793994.687500 Penalty: 4342.220215
	Iteration 37Q: 3 clusters Score -793994.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -793995.000000 Penalty: 4342.220215
	Iteration 38Q: 3 clusters Score -793995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -793996.687500 Penalty: 4342.220215
	Iteration 39Q: 3 clusters Score -793996.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -794001.125000 Penalty: 4342.220215
	Iteration 40F: 3 clusters Score -794001.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -794007.125000 Penalty: 4342.220215
	Iteration 41Q: 3 clusters Score -794007.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -794011.875000 Penalty: 4342.220215
	Iteration 42Q: 3 clusters Score -794011.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -794015.750000 Penalty: 4342.220215
	Iteration 43Q: 3 clusters Score -794015.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -794019.437500 Penalty: 4342.220215
	Iteration 44Q: 3 clusters Score -794019.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -794021.125000 Penalty: 4342.220215
	Iteration 45Q: 3 clusters Score -794021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -794020.500000 Penalty: 4342.220215
	Iteration 46Q: 3 clusters Score -794020.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -794025.500000 Penalty: 4342.220215
	Iteration 47Q: 3 clusters Score -794025.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -794027.437500 Penalty: 4342.220215
	Iteration 48Q: 3 clusters Score -794027.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -794032.375000 Penalty: 4342.220215
	Iteration 49Q: 3 clusters Score -794032.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -794034.000000 Penalty: 4342.220215
	Iteration 50Q: 3 clusters Score -794034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -794034.125000 Penalty: 4342.220215
	Iteration 51Q: 3 clusters Score -794034.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -794037.062500 Penalty: 4342.220215
	Iteration 52Q: 3 clusters Score -794037.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -794037.875000 Penalty: 4342.220215
	Iteration 53Q: 3 clusters Score -794037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -794038.000000 Penalty: 4342.220215
	Iteration 54Q: 3 clusters Score -794038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -794039.875000 Penalty: 4342.220215
	Iteration 55Q: 3 clusters Score -794039.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -794042.375000 Penalty: 4342.220215
	Iteration 56Q: 3 clusters Score -794042.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -794042.187500 Penalty: 4342.220215
	Iteration 57Q: 3 clusters Score -794042.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -794042.375000 Penalty: 4342.220215
	Iteration 58Q: 3 clusters Score -794042.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -794045.687500 Penalty: 4342.220215
	Iteration 59Q: 3 clusters Score -794045.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -794047.312500 Penalty: 4342.220215
	Iteration 60F: 3 clusters Score -794047.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -794047.312500 Penalty: 4342.220215
	Iteration 61Q: 3 clusters Score -794047.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -794047.250000 Penalty: 4342.220215
	Iteration 62Q: 3 clusters Score -794047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -794048.500000 Penalty: 4342.220215
	Iteration 63Q: 3 clusters Score -794048.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -794047.687500 Penalty: 4342.220215
	Iteration 64Q: 3 clusters Score -794047.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -794047.687500 Penalty: 4342.220215
	Iteration 65F: 3 clusters Score -794047.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Entering Unmasked Estep 
Score: -3518054.000000 Penalty: 2550.375244
	Iteration 0F: 2 clusters Score -3518054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -3498062.500000 Penalty: 5100.750488
	Iteration 0F: 3 clusters Score -3498062 nChanged 13047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3505766.250000 Penalty: 5100.750488
	Iteration 1F: 3 clusters Score -3505766 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3506558.250000 Penalty: 5100.750488
	Iteration 2F: 3 clusters Score -3506558 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3507385.500000 Penalty: 5100.750488
	Iteration 3F: 3 clusters Score -3507386 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -3508208.500000 Penalty: 5100.750488
	Iteration 4F: 3 clusters Score -3508208 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3509010.000000 Penalty: 5100.750488
	Iteration 5F: 3 clusters Score -3509010 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3509756.000000 Penalty: 5100.750488
	Iteration 6F: 3 clusters Score -3509756 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -3510474.250000 Penalty: 5100.750488
	Iteration 7Q: 3 clusters Score -3510474 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -3511198.750000 Penalty: 5100.750488
	Iteration 8Q: 3 clusters Score -3511199 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3511931.000000 Penalty: 5100.750488
	Iteration 9Q: 3 clusters Score -3511931 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3512658.750000 Penalty: 5100.750488
	Iteration 10Q: 3 clusters Score -3512659 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3513340.000000 Penalty: 5100.750488
	Iteration 11Q: 3 clusters Score -3513340 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -3513887.250000 Penalty: 5100.750488
	Iteration 12Q: 3 clusters Score -3513887 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -3514341.250000 Penalty: 5100.750488
	Iteration 13Q: 3 clusters Score -3514341 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3514661.000000 Penalty: 5100.750488
	Iteration 14Q: 3 clusters Score -3514661 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -3514912.500000 Penalty: 5100.750488
	Iteration 15Q: 3 clusters Score -3514912 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -3515141.250000 Penalty: 5100.750488
	Iteration 16Q: 3 clusters Score -3515141 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3515329.000000 Penalty: 5100.750488
	Iteration 17Q: 3 clusters Score -3515329 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -3515539.000000 Penalty: 5100.750488
	Iteration 18Q: 3 clusters Score -3515539 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -3515721.750000 Penalty: 5100.750488
	Iteration 19Q: 3 clusters Score -3515722 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3515894.500000 Penalty: 5100.750488
	Iteration 20F: 3 clusters Score -3515894 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -3516077.250000 Penalty: 5100.750488
	Iteration 21Q: 3 clusters Score -3516077 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -3516215.250000 Penalty: 5100.750488
	Iteration 22Q: 3 clusters Score -3516215 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -3516320.750000 Penalty: 5100.750488
	Iteration 23Q: 3 clusters Score -3516321 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -3516414.750000 Penalty: 5100.750488
	Iteration 24Q: 3 clusters Score -3516415 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -3516498.250000 Penalty: 5100.750488
	Iteration 25Q: 3 clusters Score -3516498 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3516552.000000 Penalty: 5100.750488
	Iteration 26Q: 3 clusters Score -3516552 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -3516580.000000 Penalty: 5100.750488
	Iteration 27Q: 3 clusters Score -3516580 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -3516605.500000 Penalty: 5100.750488
	Iteration 28Q: 3 clusters Score -3516606 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -3516635.500000 Penalty: 5100.750488
	Iteration 29Q: 3 clusters Score -3516636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3516647.750000 Penalty: 5100.750488
	Iteration 30Q: 3 clusters Score -3516648 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -3516654.000000 Penalty: 5100.750488
	Iteration 31Q: 3 clusters Score -3516654 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -3516659.750000 Penalty: 5100.750488
	Iteration 32Q: 3 clusters Score -3516660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3516666.750000 Penalty: 5100.750488
	Iteration 33Q: 3 clusters Score -3516667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3516670.750000 Penalty: 5100.750488
	Iteration 34Q: 3 clusters Score -3516671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -3516672.750000 Penalty: 5100.750488
	Iteration 35Q: 3 clusters Score -3516673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3516669.750000 Penalty: 5100.750488
	Iteration 36Q: 3 clusters Score -3516670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -3516673.750000 Penalty: 5100.750488
	Iteration 37Q: 3 clusters Score -3516674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -3516681.000000 Penalty: 5100.750488
	Iteration 38Q: 3 clusters Score -3516681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3516662.500000 Penalty: 5100.750488
	Iteration 39Q: 3 clusters Score -3516662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3516672.000000 Penalty: 5100.750488
	Iteration 40F: 3 clusters Score -3516672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -3516675.250000 Penalty: 5100.750488
	Iteration 41Q: 3 clusters Score -3516675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3516689.250000 Penalty: 5100.750488
	Iteration 42Q: 3 clusters Score -3516689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3516695.500000 Penalty: 5100.750488
	Iteration 43Q: 3 clusters Score -3516696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -3516699.750000 Penalty: 5100.750488
	Iteration 44Q: 3 clusters Score -3516700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3516699.000000 Penalty: 5100.750488
	Iteration 45Q: 3 clusters Score -3516699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3516700.000000 Penalty: 5100.750488
	Iteration 46Q: 3 clusters Score -3516700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -3516707.500000 Penalty: 5100.750488
	Iteration 47Q: 3 clusters Score -3516708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -3516710.500000 Penalty: 5100.750488
	Iteration 48Q: 3 clusters Score -3516710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -3516706.500000 Penalty: 5100.750488
	Iteration 49Q: 3 clusters Score -3516706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -3516706.000000 Penalty: 5100.750488
	Iteration 50Q: 3 clusters Score -3516706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -3516711.000000 Penalty: 5100.750488
	Iteration 51Q: 3 clusters Score -3516711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3516709.750000 Penalty: 5100.750488
	Iteration 52Q: 3 clusters Score -3516710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3516704.000000 Penalty: 5100.750488
	Iteration 53Q: 3 clusters Score -3516704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -3516705.500000 Penalty: 5100.750488
	Iteration 54Q: 3 clusters Score -3516706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3516713.250000 Penalty: 5100.750488
	Iteration 55Q: 3 clusters Score -3516713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3516710.000000 Penalty: 5100.750488
	Iteration 56Q: 3 clusters Score -3516710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -3516710.500000 Penalty: 5100.750488
	Iteration 57Q: 3 clusters Score -3516710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3516707.000000 Penalty: 5100.750488
	Iteration 58Q: 3 clusters Score -3516707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3516707.000000 Penalty: 5100.750488
	Iteration 59Q: 3 clusters Score -3516707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3516713.250000 Penalty: 5100.750488
	Iteration 60F: 3 clusters Score -3516713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -3516711.750000 Penalty: 5100.750488
	Iteration 61Q: 3 clusters Score -3516712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -3516712.000000 Penalty: 5100.750488
	Iteration 62Q: 3 clusters Score -3516712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -3516712.500000 Penalty: 5100.750488
	Iteration 63Q: 3 clusters Score -3516712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -3516712.500000 Penalty: 5100.750488
	Iteration 64F: 3 clusters Score -3516712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -60407.566406 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -60407.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58866.605469 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -58866.61 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59010.207031 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -59010.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59060.597656 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -59060.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59090.316406 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -59090.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59097.664062 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -59097.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59097.664062 Penalty: 3080.457520
	Iteration 5F: 3 clusters Score -59097.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -86951.812500 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -86951.81 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 396 members 
Entering Unmasked Estep 
Score: -85300.132812 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -85300.13 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85686.859375 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -85686.86 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85940.390625 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -85940.39 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -86165.976562 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -86165.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -86357.968750 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -86357.97 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -86595.953125 Penalty: 3312.457520
	Iteration 5F: 3 clusters Score -86595.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -86874.218750 Penalty: 3312.457520
	Iteration 6F: 3 clusters Score -86874.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -86924.734375 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -86924.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86961.484375 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -86961.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87001.312500 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -87001.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87079.593750 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -87079.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -87145.382812 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -87145.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87169.039062 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -87169.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -87178.664062 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -87178.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -87184.007812 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -87184.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -87184.007812 Penalty: 3312.457520
	Iteration 15F: 3 clusters Score -87184.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276491 members 
Mstep: Class 8 contains 17002 members 
Mstep: Class 9 contains 26249 members 
Mstep: Class 10 contains 160517 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14468 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56923 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29254 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 406 members 
Mstep: Class 21 contains 7172 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 389 members 
Entering Unmasked Estep 
Score: -90831696.000000 Penalty: 80247.148438
Splitting cluster 20 changes total score from -90833280.000000 to -90831696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (7172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Entering Unmasked Estep 
Score: -804081.812500 Penalty: 2201.729248
	Iteration 0F: 2 clusters Score -804081.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -798182.812500 Penalty: 4403.458496
	Iteration 0F: 3 clusters Score -798182.8 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -799760.312500 Penalty: 4403.458496
	Iteration 1F: 3 clusters Score -799760.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -800114.750000 Penalty: 4403.458496
	Iteration 2F: 3 clusters Score -800114.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -800469.562500 Penalty: 4403.458496
	Iteration 3F: 3 clusters Score -800469.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -800818.250000 Penalty: 4403.458496
	Iteration 4F: 3 clusters Score -800818.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -801137.937500 Penalty: 4403.458496
	Iteration 5F: 3 clusters Score -801137.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -801466.750000 Penalty: 4403.458496
	Iteration 6F: 3 clusters Score -801466.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -801743.500000 Penalty: 4403.458496
	Iteration 7F: 3 clusters Score -801743.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -801949.312500 Penalty: 4403.458496
	Iteration 8Q: 3 clusters Score -801949.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -802097.750000 Penalty: 4403.458496
	Iteration 9Q: 3 clusters Score -802097.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -802199.375000 Penalty: 4403.458496
	Iteration 10Q: 3 clusters Score -802199.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -802282.500000 Penalty: 4403.458496
	Iteration 11Q: 3 clusters Score -802282.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -802353.687500 Penalty: 4403.458496
	Iteration 12Q: 3 clusters Score -802353.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -802410.562500 Penalty: 4403.458496
	Iteration 13Q: 3 clusters Score -802410.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -802477.187500 Penalty: 4403.458496
	Iteration 14Q: 3 clusters Score -802477.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -802553.187500 Penalty: 4403.458496
	Iteration 15Q: 3 clusters Score -802553.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -802629.187500 Penalty: 4403.458496
	Iteration 16Q: 3 clusters Score -802629.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -802710.312500 Penalty: 4403.458496
	Iteration 17Q: 3 clusters Score -802710.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -802796.125000 Penalty: 4403.458496
	Iteration 18Q: 3 clusters Score -802796.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -802874.187500 Penalty: 4403.458496
	Iteration 19Q: 3 clusters Score -802874.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -802949.875000 Penalty: 4403.458496
	Iteration 20F: 3 clusters Score -802949.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -803013.812500 Penalty: 4403.458496
	Iteration 21Q: 3 clusters Score -803013.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -803073.062500 Penalty: 4403.458496
	Iteration 22Q: 3 clusters Score -803073.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -803123.625000 Penalty: 4403.458496
	Iteration 23Q: 3 clusters Score -803123.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -803163.937500 Penalty: 4403.458496
	Iteration 24Q: 3 clusters Score -803163.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -803191.937500 Penalty: 4403.458496
	Iteration 25Q: 3 clusters Score -803191.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -803212.937500 Penalty: 4403.458496
	Iteration 26Q: 3 clusters Score -803212.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -803235.125000 Penalty: 4403.458496
	Iteration 27Q: 3 clusters Score -803235.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -803249.312500 Penalty: 4403.458496
	Iteration 28Q: 3 clusters Score -803249.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -803260.625000 Penalty: 4403.458496
	Iteration 29Q: 3 clusters Score -803260.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -803270.437500 Penalty: 4403.458496
	Iteration 30Q: 3 clusters Score -803270.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -803281.000000 Penalty: 4403.458496
	Iteration 31Q: 3 clusters Score -803281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -803285.437500 Penalty: 4403.458496
	Iteration 32Q: 3 clusters Score -803285.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -803289.875000 Penalty: 4403.458496
	Iteration 33Q: 3 clusters Score -803289.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -803297.687500 Penalty: 4403.458496
	Iteration 34Q: 3 clusters Score -803297.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -803301.875000 Penalty: 4403.458496
	Iteration 35Q: 3 clusters Score -803301.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -803309.062500 Penalty: 4403.458496
	Iteration 36Q: 3 clusters Score -803309.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -803316.437500 Penalty: 4403.458496
	Iteration 37Q: 3 clusters Score -803316.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -803319.062500 Penalty: 4403.458496
	Iteration 38Q: 3 clusters Score -803319.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -803324.000000 Penalty: 4403.458496
	Iteration 39Q: 3 clusters Score -803324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -803332.687500 Penalty: 4403.458496
	Iteration 40F: 3 clusters Score -803332.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -803335.500000 Penalty: 4403.458496
	Iteration 41Q: 3 clusters Score -803335.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -803337.875000 Penalty: 4403.458496
	Iteration 42Q: 3 clusters Score -803337.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -803339.250000 Penalty: 4403.458496
	Iteration 43Q: 3 clusters Score -803339.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -803340.500000 Penalty: 4403.458496
	Iteration 44Q: 3 clusters Score -803340.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -803342.687500 Penalty: 4403.458496
	Iteration 45Q: 3 clusters Score -803342.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -803343.125000 Penalty: 4403.458496
	Iteration 46Q: 3 clusters Score -803343.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -803343.125000 Penalty: 4403.458496
	Iteration 47F: 3 clusters Score -803343.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -80394.492188 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -80394.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78749.671875 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -78749.67 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -79165.117188 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -79165.12 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -79591.000000 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -79591 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -80021.289062 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -80021.29 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -80144.656250 Penalty: 3274.210205
	Iteration 4F: 3 clusters Score -80144.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -80254.289062 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -80254.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -80330.820312 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -80330.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -80399.593750 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -80399.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -80417.218750 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -80417.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -80429.234375 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -80429.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -80445.953125 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -80445.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -80450.507812 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -80450.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -80450.507812 Penalty: 3274.210205
	Iteration 12F: 3 clusters Score -80450.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276491 members 
Mstep: Class 8 contains 17002 members 
Mstep: Class 9 contains 26249 members 
Mstep: Class 10 contains 160517 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14468 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56923 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29254 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7172 members 
Mstep: Class 22 contains 146 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 590 members 
Entering Unmasked Estep 
Score: -90831552.000000 Penalty: 80247.148438
Splitting cluster 22 changes total score from -90833280.000000 to -90831552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -292102.187500 Penalty: 1921.296875
	Iteration 0F: 2 clusters Score -292102.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -289289.031250 Penalty: 3842.593750
	Iteration 0F: 3 clusters Score -289289 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -289890.312500 Penalty: 3842.593750
	Iteration 1F: 3 clusters Score -289890.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -290045.531250 Penalty: 3842.593750
	Iteration 2F: 3 clusters Score -290045.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -290122.687500 Penalty: 3842.593750
	Iteration 3Q: 3 clusters Score -290122.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -290191.625000 Penalty: 3842.593750
	Iteration 4Q: 3 clusters Score -290191.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -290257.531250 Penalty: 3842.593750
	Iteration 5Q: 3 clusters Score -290257.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -290297.375000 Penalty: 3842.593750
	Iteration 6Q: 3 clusters Score -290297.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -290333.906250 Penalty: 3842.593750
	Iteration 7Q: 3 clusters Score -290333.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -290359.531250 Penalty: 3842.593750
	Iteration 8Q: 3 clusters Score -290359.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -290376.750000 Penalty: 3842.593750
	Iteration 9Q: 3 clusters Score -290376.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -290390.937500 Penalty: 3842.593750
	Iteration 10Q: 3 clusters Score -290390.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -290397.843750 Penalty: 3842.593750
	Iteration 11Q: 3 clusters Score -290397.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -290406.250000 Penalty: 3842.593750
	Iteration 12Q: 3 clusters Score -290406.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -290411.875000 Penalty: 3842.593750
	Iteration 13Q: 3 clusters Score -290411.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -290414.375000 Penalty: 3842.593750
	Iteration 14Q: 3 clusters Score -290414.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -290417.218750 Penalty: 3842.593750
	Iteration 15Q: 3 clusters Score -290417.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -290422.531250 Penalty: 3842.593750
	Iteration 16Q: 3 clusters Score -290422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -290423.843750 Penalty: 3842.593750
	Iteration 17Q: 3 clusters Score -290423.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -290423.718750 Penalty: 3842.593750
	Iteration 18Q: 3 clusters Score -290423.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -290423.718750 Penalty: 3842.593750
	Iteration 19F: 3 clusters Score -290423.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276491 members 
Mstep: Class 8 contains 17002 members 
Mstep: Class 9 contains 26249 members 
Mstep: Class 10 contains 160517 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14468 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56923 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29254 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7172 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833224.000000 Penalty: 76903.515625
Iteration 239Q: 24 clusters Score -9.083322e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276493 members 
Mstep: Class 8 contains 17006 members 
Mstep: Class 9 contains 26246 members 
Mstep: Class 10 contains 160516 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14468 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56921 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29254 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7172 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833200.000000 Penalty: 76903.515625
Iteration 240F: 24 clusters Score -9.08332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276488 members 
Mstep: Class 8 contains 17013 members 
Mstep: Class 9 contains 26244 members 
Mstep: Class 10 contains 160518 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56920 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29254 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7172 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833288.000000 Penalty: 76903.515625
Iteration 241Q: 24 clusters Score -9.083329e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276484 members 
Mstep: Class 8 contains 17020 members 
Mstep: Class 9 contains 26244 members 
Mstep: Class 10 contains 160518 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14466 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56919 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29254 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7172 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833320.000000 Penalty: 76903.515625
Iteration 242Q: 24 clusters Score -9.083332e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276481 members 
Mstep: Class 8 contains 17028 members 
Mstep: Class 9 contains 26239 members 
Mstep: Class 10 contains 160519 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56919 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29255 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7172 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833368.000000 Penalty: 76903.515625
Iteration 243Q: 24 clusters Score -9.083337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276482 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 26231 members 
Mstep: Class 10 contains 160519 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56918 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29256 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7172 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833384.000000 Penalty: 76903.515625
Iteration 244Q: 24 clusters Score -9.083338e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276481 members 
Mstep: Class 8 contains 17044 members 
Mstep: Class 9 contains 26226 members 
Mstep: Class 10 contains 160518 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56917 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29256 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7172 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833296.000000 Penalty: 76903.515625
Iteration 245Q: 24 clusters Score -9.08333e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276485 members 
Mstep: Class 8 contains 17047 members 
Mstep: Class 9 contains 26224 members 
Mstep: Class 10 contains 160515 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56915 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29256 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7175 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833360.000000 Penalty: 76903.515625
Iteration 246Q: 24 clusters Score -9.083336e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276484 members 
Mstep: Class 8 contains 17054 members 
Mstep: Class 9 contains 26218 members 
Mstep: Class 10 contains 160516 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56913 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12398 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29256 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7177 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833360.000000 Penalty: 76903.515625
Iteration 247Q: 24 clusters Score -9.083336e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276489 members 
Mstep: Class 8 contains 17056 members 
Mstep: Class 9 contains 26215 members 
Mstep: Class 10 contains 160513 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56910 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12398 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29255 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833424.000000 Penalty: 76903.515625
Iteration 248Q: 24 clusters Score -9.083342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276491 members 
Mstep: Class 8 contains 17058 members 
Mstep: Class 9 contains 26213 members 
Mstep: Class 10 contains 160511 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56908 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12398 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29255 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7182 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833400.000000 Penalty: 76903.515625
Iteration 249Q: 24 clusters Score -9.08334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276487 members 
Mstep: Class 8 contains 17061 members 
Mstep: Class 9 contains 26210 members 
Mstep: Class 10 contains 160513 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56908 members 
Mstep: Class 15 contains 41661 members 
Mstep: Class 16 contains 12398 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29256 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7183 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833400.000000 Penalty: 76903.515625
Iteration 250Q: 24 clusters Score -9.08334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276483 members 
Mstep: Class 8 contains 17071 members 
Mstep: Class 9 contains 26203 members 
Mstep: Class 10 contains 160513 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56908 members 
Mstep: Class 15 contains 41661 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29256 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7183 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833408.000000 Penalty: 76903.515625
Iteration 251Q: 24 clusters Score -9.083341e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276479 members 
Mstep: Class 8 contains 17094 members 
Mstep: Class 9 contains 26182 members 
Mstep: Class 10 contains 160516 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56908 members 
Mstep: Class 15 contains 41661 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29255 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7183 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833424.000000 Penalty: 76903.515625
Iteration 252Q: 24 clusters Score -9.083342e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276470 members 
Mstep: Class 8 contains 17117 members 
Mstep: Class 9 contains 26168 members 
Mstep: Class 10 contains 160517 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56908 members 
Mstep: Class 15 contains 41661 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29254 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7183 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833400.000000 Penalty: 76903.515625
Iteration 253Q: 24 clusters Score -9.08334e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276461 members 
Mstep: Class 8 contains 17133 members 
Mstep: Class 9 contains 26153 members 
Mstep: Class 10 contains 160523 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56908 members 
Mstep: Class 15 contains 41661 members 
Mstep: Class 16 contains 12399 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29253 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7185 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833456.000000 Penalty: 76903.515625
Iteration 254Q: 24 clusters Score -9.083346e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276457 members 
Mstep: Class 8 contains 17148 members 
Mstep: Class 9 contains 26137 members 
Mstep: Class 10 contains 160525 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56907 members 
Mstep: Class 15 contains 41661 members 
Mstep: Class 16 contains 12397 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29255 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7187 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833440.000000 Penalty: 76903.515625
Iteration 255Q: 24 clusters Score -9.083344e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276456 members 
Mstep: Class 8 contains 17163 members 
Mstep: Class 9 contains 26123 members 
Mstep: Class 10 contains 160525 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56907 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12395 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29257 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7187 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833480.000000 Penalty: 76903.515625
Iteration 256Q: 24 clusters Score -9.083348e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276451 members 
Mstep: Class 8 contains 17173 members 
Mstep: Class 9 contains 26111 members 
Mstep: Class 10 contains 160529 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56907 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12395 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29258 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7189 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833456.000000 Penalty: 76903.515625
Iteration 257Q: 24 clusters Score -9.083346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276449 members 
Mstep: Class 8 contains 17190 members 
Mstep: Class 9 contains 26093 members 
Mstep: Class 10 contains 160532 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14466 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56907 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12395 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29257 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7189 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833448.000000 Penalty: 76903.515625
Iteration 258Q: 24 clusters Score -9.083345e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276446 members 
Mstep: Class 8 contains 17211 members 
Mstep: Class 9 contains 26077 members 
Mstep: Class 10 contains 160531 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14466 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56907 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12394 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29257 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7189 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833448.000000 Penalty: 76903.515625
Iteration 259Q: 24 clusters Score -9.083345e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276438 members 
Mstep: Class 8 contains 17229 members 
Mstep: Class 9 contains 26064 members 
Mstep: Class 10 contains 160536 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56907 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12394 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29255 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7190 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833488.000000 Penalty: 76903.515625
Iteration 260F: 24 clusters Score -9.083349e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5280 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276434 members 
Mstep: Class 8 contains 17245 members 
Mstep: Class 9 contains 26048 members 
Mstep: Class 10 contains 160538 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56907 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12394 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29255 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7192 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833528.000000 Penalty: 76903.515625
Iteration 261Q: 24 clusters Score -9.083353e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5280 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276430 members 
Mstep: Class 8 contains 17265 members 
Mstep: Class 9 contains 26029 members 
Mstep: Class 10 contains 160542 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14466 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56906 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12394 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29254 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7192 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833496.000000 Penalty: 76903.515625
Iteration 262Q: 24 clusters Score -9.08335e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5280 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276428 members 
Mstep: Class 8 contains 17280 members 
Mstep: Class 9 contains 26021 members 
Mstep: Class 10 contains 160538 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14466 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56906 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12394 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29253 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7192 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833536.000000 Penalty: 76903.515625
Iteration 263Q: 24 clusters Score -9.083354e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5280 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276421 members 
Mstep: Class 8 contains 17294 members 
Mstep: Class 9 contains 26015 members 
Mstep: Class 10 contains 160537 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14466 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56906 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12394 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29252 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7193 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833584.000000 Penalty: 76903.515625
Iteration 264Q: 24 clusters Score -9.083358e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276416 members 
Mstep: Class 8 contains 17308 members 
Mstep: Class 9 contains 26003 members 
Mstep: Class 10 contains 160538 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56906 members 
Mstep: Class 15 contains 41659 members 
Mstep: Class 16 contains 12395 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29252 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833488.000000 Penalty: 76903.515625
Iteration 265Q: 24 clusters Score -9.083349e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276410 members 
Mstep: Class 8 contains 17321 members 
Mstep: Class 9 contains 25997 members 
Mstep: Class 10 contains 160538 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56905 members 
Mstep: Class 15 contains 41659 members 
Mstep: Class 16 contains 12394 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29252 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7198 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833472.000000 Penalty: 76903.515625
Iteration 266Q: 24 clusters Score -9.083347e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276406 members 
Mstep: Class 8 contains 17333 members 
Mstep: Class 9 contains 25986 members 
Mstep: Class 10 contains 160537 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56905 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12394 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29252 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7201 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833560.000000 Penalty: 76903.515625
Iteration 267Q: 24 clusters Score -9.083356e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276404 members 
Mstep: Class 8 contains 17347 members 
Mstep: Class 9 contains 25980 members 
Mstep: Class 10 contains 160532 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56905 members 
Mstep: Class 15 contains 41659 members 
Mstep: Class 16 contains 12393 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29252 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7203 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833440.000000 Penalty: 76903.515625
Iteration 268Q: 24 clusters Score -9.083344e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276404 members 
Mstep: Class 8 contains 17360 members 
Mstep: Class 9 contains 25974 members 
Mstep: Class 10 contains 160525 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56904 members 
Mstep: Class 15 contains 41661 members 
Mstep: Class 16 contains 12391 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29251 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7205 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833488.000000 Penalty: 76903.515625
Iteration 269Q: 24 clusters Score -9.083349e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276404 members 
Mstep: Class 8 contains 17372 members 
Mstep: Class 9 contains 25968 members 
Mstep: Class 10 contains 160518 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56904 members 
Mstep: Class 15 contains 41661 members 
Mstep: Class 16 contains 12389 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29252 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7206 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833440.000000 Penalty: 76903.515625
Iteration 270Q: 24 clusters Score -9.083344e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276402 members 
Mstep: Class 8 contains 17381 members 
Mstep: Class 9 contains 25964 members 
Mstep: Class 10 contains 160513 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56903 members 
Mstep: Class 15 contains 41661 members 
Mstep: Class 16 contains 12389 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29254 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7207 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833456.000000 Penalty: 76903.515625
Iteration 271Q: 24 clusters Score -9.083346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276397 members 
Mstep: Class 8 contains 17393 members 
Mstep: Class 9 contains 25955 members 
Mstep: Class 10 contains 160514 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56902 members 
Mstep: Class 15 contains 41661 members 
Mstep: Class 16 contains 12389 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29257 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7206 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833512.000000 Penalty: 76903.515625
Iteration 272Q: 24 clusters Score -9.083351e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276395 members 
Mstep: Class 8 contains 17404 members 
Mstep: Class 9 contains 25947 members 
Mstep: Class 10 contains 160511 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56902 members 
Mstep: Class 15 contains 41661 members 
Mstep: Class 16 contains 12389 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29261 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7204 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833544.000000 Penalty: 76903.515625
Iteration 273Q: 24 clusters Score -9.083354e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276393 members 
Mstep: Class 8 contains 17414 members 
Mstep: Class 9 contains 25939 members 
Mstep: Class 10 contains 160510 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14467 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56901 members 
Mstep: Class 15 contains 41661 members 
Mstep: Class 16 contains 12389 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29263 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7204 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833552.000000 Penalty: 76903.515625
Iteration 274Q: 24 clusters Score -9.083355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276396 members 
Mstep: Class 8 contains 17422 members 
Mstep: Class 9 contains 25934 members 
Mstep: Class 10 contains 160509 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14466 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56899 members 
Mstep: Class 15 contains 41661 members 
Mstep: Class 16 contains 12389 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29261 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7204 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833528.000000 Penalty: 76903.515625
Iteration 275Q: 24 clusters Score -9.083353e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276395 members 
Mstep: Class 8 contains 17427 members 
Mstep: Class 9 contains 25931 members 
Mstep: Class 10 contains 160512 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56896 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12389 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29262 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7205 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833512.000000 Penalty: 76903.515625
Iteration 276Q: 24 clusters Score -9.083351e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276395 members 
Mstep: Class 8 contains 17433 members 
Mstep: Class 9 contains 25927 members 
Mstep: Class 10 contains 160513 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56893 members 
Mstep: Class 15 contains 41661 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29262 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7206 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833560.000000 Penalty: 76903.515625
Iteration 277Q: 24 clusters Score -9.083356e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276392 members 
Mstep: Class 8 contains 17440 members 
Mstep: Class 9 contains 25921 members 
Mstep: Class 10 contains 160515 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29262 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7206 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833568.000000 Penalty: 76903.515625
Iteration 278Q: 24 clusters Score -9.083357e+07 nChanged 19
Entering ConstructFrom: 
Score: -90833568.000000 Penalty: 76903.515625
Entering ConstructFrom: 
Trying to split cluster 1 (39573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Entering Unmasked Estep 
Score: -5071956.500000 Penalty: 2625.303711
	Iteration 0F: 2 clusters Score -5071956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -5045116.500000 Penalty: 5250.607422
	Iteration 0F: 3 clusters Score -5045116 nChanged 18121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -5055159.500000 Penalty: 5250.607422
	Iteration 1F: 3 clusters Score -5055160 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -5055820.500000 Penalty: 5250.607422
	Iteration 2Q: 3 clusters Score -5055820 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -5056632.500000 Penalty: 5250.607422
	Iteration 3Q: 3 clusters Score -5056632 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -5057903.500000 Penalty: 5250.607422
	Iteration 4F: 3 clusters Score -5057904 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -5059990.000000 Penalty: 5250.607422
	Iteration 5F: 3 clusters Score -5059990 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -5062803.500000 Penalty: 5250.607422
	Iteration 6F: 3 clusters Score -5062804 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -5065841.000000 Penalty: 5250.607422
	Iteration 7F: 3 clusters Score -5065841 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -5068023.500000 Penalty: 5250.607422
	Iteration 8F: 3 clusters Score -5068024 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -5069213.000000 Penalty: 5250.607422
	Iteration 9Q: 3 clusters Score -5069213 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -5069769.500000 Penalty: 5250.607422
	Iteration 10Q: 3 clusters Score -5069770 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -5070017.000000 Penalty: 5250.607422
	Iteration 11Q: 3 clusters Score -5070017 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -5070128.000000 Penalty: 5250.607422
	Iteration 12Q: 3 clusters Score -5070128 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -5070184.000000 Penalty: 5250.607422
	Iteration 13Q: 3 clusters Score -5070184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -5070214.500000 Penalty: 5250.607422
	Iteration 14Q: 3 clusters Score -5070214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -5070244.500000 Penalty: 5250.607422
	Iteration 15Q: 3 clusters Score -5070244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -5070255.000000 Penalty: 5250.607422
	Iteration 16Q: 3 clusters Score -5070255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -5070268.500000 Penalty: 5250.607422
	Iteration 17Q: 3 clusters Score -5070268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -5070271.000000 Penalty: 5250.607422
	Iteration 18Q: 3 clusters Score -5070271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -5070282.500000 Penalty: 5250.607422
	Iteration 19Q: 3 clusters Score -5070282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -5070289.000000 Penalty: 5250.607422
	Iteration 20F: 3 clusters Score -5070289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -5070292.500000 Penalty: 5250.607422
	Iteration 21Q: 3 clusters Score -5070292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -5070296.000000 Penalty: 5250.607422
	Iteration 22Q: 3 clusters Score -5070296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -5070302.000000 Penalty: 5250.607422
	Iteration 23Q: 3 clusters Score -5070302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -5070301.000000 Penalty: 5250.607422
	Iteration 24Q: 3 clusters Score -5070301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -5070301.000000 Penalty: 5250.607422
	Iteration 25F: 3 clusters Score -5070301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Entering Unmasked Estep 
Score: -1826561.375000 Penalty: 2364.041260
	Iteration 0F: 2 clusters Score -1826561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1816533.625000 Penalty: 4728.082520
	Iteration 0F: 3 clusters Score -1816534 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1819581.375000 Penalty: 4728.082520
	Iteration 1F: 3 clusters Score -1819581 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1819857.625000 Penalty: 4728.082520
	Iteration 2F: 3 clusters Score -1819858 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1820071.250000 Penalty: 4728.082520
	Iteration 3Q: 3 clusters Score -1820071 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1820278.500000 Penalty: 4728.082520
	Iteration 4Q: 3 clusters Score -1820278 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1820445.875000 Penalty: 4728.082520
	Iteration 5Q: 3 clusters Score -1820446 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1820625.375000 Penalty: 4728.082520
	Iteration 6Q: 3 clusters Score -1820625 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1820858.125000 Penalty: 4728.082520
	Iteration 7Q: 3 clusters Score -1820858 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1821103.250000 Penalty: 4728.082520
	Iteration 8Q: 3 clusters Score -1821103 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1821463.875000 Penalty: 4728.082520
	Iteration 9Q: 3 clusters Score -1821464 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1821890.625000 Penalty: 4728.082520
	Iteration 10Q: 3 clusters Score -1821891 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1822342.125000 Penalty: 4728.082520
	Iteration 11Q: 3 clusters Score -1822342 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1822734.750000 Penalty: 4728.082520
	Iteration 12Q: 3 clusters Score -1822735 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1823100.375000 Penalty: 4728.082520
	Iteration 13Q: 3 clusters Score -1823100 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1823434.000000 Penalty: 4728.082520
	Iteration 14Q: 3 clusters Score -1823434 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1823676.125000 Penalty: 4728.082520
	Iteration 15Q: 3 clusters Score -1823676 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1823864.625000 Penalty: 4728.082520
	Iteration 16Q: 3 clusters Score -1823865 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1824000.500000 Penalty: 4728.082520
	Iteration 17Q: 3 clusters Score -1824000 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1824130.750000 Penalty: 4728.082520
	Iteration 18Q: 3 clusters Score -1824131 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1824210.250000 Penalty: 4728.082520
	Iteration 19Q: 3 clusters Score -1824210 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1824267.125000 Penalty: 4728.082520
	Iteration 20F: 3 clusters Score -1824267 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1824309.625000 Penalty: 4728.082520
	Iteration 21Q: 3 clusters Score -1824310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1824346.500000 Penalty: 4728.082520
	Iteration 22Q: 3 clusters Score -1824346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1824387.250000 Penalty: 4728.082520
	Iteration 23Q: 3 clusters Score -1824387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1824426.750000 Penalty: 4728.082520
	Iteration 24Q: 3 clusters Score -1824427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1824450.125000 Penalty: 4728.082520
	Iteration 25Q: 3 clusters Score -1824450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1824467.250000 Penalty: 4728.082520
	Iteration 26Q: 3 clusters Score -1824467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1824479.375000 Penalty: 4728.082520
	Iteration 27Q: 3 clusters Score -1824479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1824487.625000 Penalty: 4728.082520
	Iteration 28Q: 3 clusters Score -1824488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1824491.625000 Penalty: 4728.082520
	Iteration 29Q: 3 clusters Score -1824492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1824495.000000 Penalty: 4728.082520
	Iteration 30Q: 3 clusters Score -1824495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1824498.500000 Penalty: 4728.082520
	Iteration 31Q: 3 clusters Score -1824498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1824503.875000 Penalty: 4728.082520
	Iteration 32Q: 3 clusters Score -1824504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1824506.500000 Penalty: 4728.082520
	Iteration 33Q: 3 clusters Score -1824506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1824510.375000 Penalty: 4728.082520
	Iteration 34Q: 3 clusters Score -1824510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1824509.500000 Penalty: 4728.082520
	Iteration 35Q: 3 clusters Score -1824510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1824513.125000 Penalty: 4728.082520
	Iteration 36Q: 3 clusters Score -1824513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1824515.875000 Penalty: 4728.082520
	Iteration 37Q: 3 clusters Score -1824516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1824516.125000 Penalty: 4728.082520
	Iteration 38Q: 3 clusters Score -1824516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1824517.125000 Penalty: 4728.082520
	Iteration 39Q: 3 clusters Score -1824517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1824518.375000 Penalty: 4728.082520
	Iteration 40F: 3 clusters Score -1824518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1824524.875000 Penalty: 4728.082520
	Iteration 41Q: 3 clusters Score -1824525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1824528.875000 Penalty: 4728.082520
	Iteration 42Q: 3 clusters Score -1824529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1824533.500000 Penalty: 4728.082520
	Iteration 43Q: 3 clusters Score -1824534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1824537.000000 Penalty: 4728.082520
	Iteration 44Q: 3 clusters Score -1824537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1824537.000000 Penalty: 4728.082520
	Iteration 45F: 3 clusters Score -1824537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Entering Unmasked Estep 
Score: -150263.890625 Penalty: 1780.657349
	Iteration 0F: 2 clusters Score -150263.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -148137.984375 Penalty: 3561.314697
	Iteration 0F: 3 clusters Score -148138 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -148633.796875 Penalty: 3561.314697
	Iteration 1F: 3 clusters Score -148633.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -148963.062500 Penalty: 3561.314697
	Iteration 2F: 3 clusters Score -148963.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -149192.359375 Penalty: 3561.314697
	Iteration 3F: 3 clusters Score -149192.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -149359.171875 Penalty: 3561.314697
	Iteration 4F: 3 clusters Score -149359.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -149506.031250 Penalty: 3561.314697
	Iteration 5F: 3 clusters Score -149506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -149580.218750 Penalty: 3561.314697
	Iteration 6Q: 3 clusters Score -149580.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -149670.343750 Penalty: 3561.314697
	Iteration 7Q: 3 clusters Score -149670.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -149715.671875 Penalty: 3561.314697
	Iteration 8Q: 3 clusters Score -149715.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -149747.531250 Penalty: 3561.314697
	Iteration 9Q: 3 clusters Score -149747.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -149761.890625 Penalty: 3561.314697
	Iteration 10Q: 3 clusters Score -149761.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -149798.000000 Penalty: 3561.314697
	Iteration 11Q: 3 clusters Score -149798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -149821.093750 Penalty: 3561.314697
	Iteration 12Q: 3 clusters Score -149821.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -149825.218750 Penalty: 3561.314697
	Iteration 13Q: 3 clusters Score -149825.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -149828.031250 Penalty: 3561.314697
	Iteration 14Q: 3 clusters Score -149828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -149833.609375 Penalty: 3561.314697
	Iteration 15Q: 3 clusters Score -149833.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -149837.828125 Penalty: 3561.314697
	Iteration 16Q: 3 clusters Score -149837.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -149841.171875 Penalty: 3561.314697
	Iteration 17Q: 3 clusters Score -149841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -149842.468750 Penalty: 3561.314697
	Iteration 18Q: 3 clusters Score -149842.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -149842.468750 Penalty: 3561.314697
	Iteration 19F: 3 clusters Score -149842.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Entering Unmasked Estep 
Score: -691630.000000 Penalty: 2125.635986
	Iteration 0F: 2 clusters Score -691630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -686949.875000 Penalty: 4251.271973
	Iteration 0F: 3 clusters Score -686949.9 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -688075.625000 Penalty: 4251.271973
	Iteration 1F: 3 clusters Score -688075.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -688283.125000 Penalty: 4251.271973
	Iteration 2F: 3 clusters Score -688283.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -688414.125000 Penalty: 4251.271973
	Iteration 3Q: 3 clusters Score -688414.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -688519.687500 Penalty: 4251.271973
	Iteration 4Q: 3 clusters Score -688519.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -688603.812500 Penalty: 4251.271973
	Iteration 5Q: 3 clusters Score -688603.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -688687.750000 Penalty: 4251.271973
	Iteration 6Q: 3 clusters Score -688687.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -688764.562500 Penalty: 4251.271973
	Iteration 7Q: 3 clusters Score -688764.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -688830.500000 Penalty: 4251.271973
	Iteration 8Q: 3 clusters Score -688830.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -688880.625000 Penalty: 4251.271973
	Iteration 9Q: 3 clusters Score -688880.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -688922.937500 Penalty: 4251.271973
	Iteration 10Q: 3 clusters Score -688922.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -688968.812500 Penalty: 4251.271973
	Iteration 11Q: 3 clusters Score -688968.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -689016.250000 Penalty: 4251.271973
	Iteration 12Q: 3 clusters Score -689016.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -689066.375000 Penalty: 4251.271973
	Iteration 13Q: 3 clusters Score -689066.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -689133.250000 Penalty: 4251.271973
	Iteration 14Q: 3 clusters Score -689133.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -689210.937500 Penalty: 4251.271973
	Iteration 15Q: 3 clusters Score -689210.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -689279.062500 Penalty: 4251.271973
	Iteration 16Q: 3 clusters Score -689279.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -689334.000000 Penalty: 4251.271973
	Iteration 17Q: 3 clusters Score -689334 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -689386.562500 Penalty: 4251.271973
	Iteration 18Q: 3 clusters Score -689386.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -689424.375000 Penalty: 4251.271973
	Iteration 19Q: 3 clusters Score -689424.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -689460.687500 Penalty: 4251.271973
	Iteration 20F: 3 clusters Score -689460.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -689493.000000 Penalty: 4251.271973
	Iteration 21Q: 3 clusters Score -689493 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -689524.625000 Penalty: 4251.271973
	Iteration 22Q: 3 clusters Score -689524.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -689558.500000 Penalty: 4251.271973
	Iteration 23Q: 3 clusters Score -689558.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -689586.562500 Penalty: 4251.271973
	Iteration 24Q: 3 clusters Score -689586.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -689603.250000 Penalty: 4251.271973
	Iteration 25Q: 3 clusters Score -689603.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -689616.312500 Penalty: 4251.271973
	Iteration 26Q: 3 clusters Score -689616.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -689625.750000 Penalty: 4251.271973
	Iteration 27Q: 3 clusters Score -689625.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -689636.750000 Penalty: 4251.271973
	Iteration 28Q: 3 clusters Score -689636.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -689647.750000 Penalty: 4251.271973
	Iteration 29Q: 3 clusters Score -689647.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -689655.250000 Penalty: 4251.271973
	Iteration 30Q: 3 clusters Score -689655.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -689665.687500 Penalty: 4251.271973
	Iteration 31Q: 3 clusters Score -689665.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -689670.500000 Penalty: 4251.271973
	Iteration 32Q: 3 clusters Score -689670.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -689672.250000 Penalty: 4251.271973
	Iteration 33Q: 3 clusters Score -689672.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -689675.375000 Penalty: 4251.271973
	Iteration 34Q: 3 clusters Score -689675.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -689678.875000 Penalty: 4251.271973
	Iteration 35Q: 3 clusters Score -689678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -689679.500000 Penalty: 4251.271973
	Iteration 36Q: 3 clusters Score -689679.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -689680.562500 Penalty: 4251.271973
	Iteration 37Q: 3 clusters Score -689680.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -689683.500000 Penalty: 4251.271973
	Iteration 38Q: 3 clusters Score -689683.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -689688.937500 Penalty: 4251.271973
	Iteration 39Q: 3 clusters Score -689688.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -689691.000000 Penalty: 4251.271973
	Iteration 40F: 3 clusters Score -689691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -689693.187500 Penalty: 4251.271973
	Iteration 41Q: 3 clusters Score -689693.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -689693.937500 Penalty: 4251.271973
	Iteration 42Q: 3 clusters Score -689693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -689695.875000 Penalty: 4251.271973
	Iteration 43Q: 3 clusters Score -689695.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -689696.312500 Penalty: 4251.271973
	Iteration 44Q: 3 clusters Score -689696.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -689696.312500 Penalty: 4251.271973
	Iteration 45F: 3 clusters Score -689696.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Entering Unmasked Estep 
Score: -285061.375000 Penalty: 1914.674561
	Iteration 0F: 2 clusters Score -285061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -282258.125000 Penalty: 3829.349121
	Iteration 0F: 3 clusters Score -282258.1 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -282769.062500 Penalty: 3829.349121
	Iteration 1F: 3 clusters Score -282769.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -282892.750000 Penalty: 3829.349121
	Iteration 2F: 3 clusters Score -282892.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -282956.156250 Penalty: 3829.349121
	Iteration 3Q: 3 clusters Score -282956.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -282992.718750 Penalty: 3829.349121
	Iteration 4Q: 3 clusters Score -282992.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -283024.312500 Penalty: 3829.349121
	Iteration 5Q: 3 clusters Score -283024.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -283042.843750 Penalty: 3829.349121
	Iteration 6Q: 3 clusters Score -283042.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -283056.187500 Penalty: 3829.349121
	Iteration 7Q: 3 clusters Score -283056.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -283068.531250 Penalty: 3829.349121
	Iteration 8Q: 3 clusters Score -283068.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -283077.062500 Penalty: 3829.349121
	Iteration 9Q: 3 clusters Score -283077.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -283082.500000 Penalty: 3829.349121
	Iteration 10Q: 3 clusters Score -283082.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -283087.937500 Penalty: 3829.349121
	Iteration 11Q: 3 clusters Score -283087.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -283094.593750 Penalty: 3829.349121
	Iteration 12Q: 3 clusters Score -283094.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -283102.093750 Penalty: 3829.349121
	Iteration 13Q: 3 clusters Score -283102.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -283106.093750 Penalty: 3829.349121
	Iteration 14Q: 3 clusters Score -283106.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -283113.437500 Penalty: 3829.349121
	Iteration 15Q: 3 clusters Score -283113.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -283120.218750 Penalty: 3829.349121
	Iteration 16Q: 3 clusters Score -283120.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -283123.656250 Penalty: 3829.349121
	Iteration 17Q: 3 clusters Score -283123.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -283126.843750 Penalty: 3829.349121
	Iteration 18Q: 3 clusters Score -283126.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -283130.312500 Penalty: 3829.349121
	Iteration 19Q: 3 clusters Score -283130.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -283134.625000 Penalty: 3829.349121
	Iteration 20F: 3 clusters Score -283134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -283135.781250 Penalty: 3829.349121
	Iteration 21Q: 3 clusters Score -283135.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -283137.343750 Penalty: 3829.349121
	Iteration 22Q: 3 clusters Score -283137.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -283139.843750 Penalty: 3829.349121
	Iteration 23Q: 3 clusters Score -283139.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -283142.250000 Penalty: 3829.349121
	Iteration 24Q: 3 clusters Score -283142.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -283144.531250 Penalty: 3829.349121
	Iteration 25Q: 3 clusters Score -283144.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -283148.156250 Penalty: 3829.349121
	Iteration 26Q: 3 clusters Score -283148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -283149.406250 Penalty: 3829.349121
	Iteration 27Q: 3 clusters Score -283149.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -283149.406250 Penalty: 3829.349121
	Iteration 28F: 3 clusters Score -283149.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -62437.324219 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -62437.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60900.964844 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -60900.96 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61284.566406 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -61284.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61526.593750 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -61526.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61725.042969 Penalty: 3159.470947
	Iteration 3F: 3 clusters Score -61725.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -61965.449219 Penalty: 3159.470947
	Iteration 4Q: 3 clusters Score -61965.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -62223.027344 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -62223.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62271.058594 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -62271.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62320.714844 Penalty: 3159.470947
	Iteration 7Q: 3 clusters Score -62320.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62349.492188 Penalty: 3159.470947
	Iteration 8Q: 3 clusters Score -62349.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62363.125000 Penalty: 3159.470947
	Iteration 9Q: 3 clusters Score -62363.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62365.371094 Penalty: 3159.470947
	Iteration 10Q: 3 clusters Score -62365.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62366.480469 Penalty: 3159.470947
	Iteration 11Q: 3 clusters Score -62366.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62366.480469 Penalty: 3159.470947
	Iteration 12F: 3 clusters Score -62366.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (276390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276390 members 
Entering Unmasked Estep 
Score: -35949556.000000 Penalty: 3107.332764
	Iteration 0F: 2 clusters Score -3.594956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137844 members 
Mstep: Class 2 contains 138546 members 
Entering Unmasked Estep 
Score: -35777704.000000 Penalty: 6214.665527
	Iteration 0F: 3 clusters Score -3.57777e+07 nChanged 133446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129702 members 
Mstep: Class 2 contains 146688 members 
Entering Unmasked Estep 
Score: -35855880.000000 Penalty: 6214.665527
	Iteration 1F: 3 clusters Score -3.585588e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124100 members 
Mstep: Class 2 contains 152290 members 
Entering Unmasked Estep 
Score: -35857840.000000 Penalty: 6214.665527
	Iteration 2Q: 3 clusters Score -3.585784e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115135 members 
Mstep: Class 2 contains 161255 members 
Entering Unmasked Estep 
Score: -35861400.000000 Penalty: 6214.665527
	Iteration 3Q: 3 clusters Score -3.58614e+07 nChanged 14120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101747 members 
Mstep: Class 2 contains 174643 members 
Entering Unmasked Estep 
Score: -35867472.000000 Penalty: 6214.665527
	Iteration 4F: 3 clusters Score -3.586747e+07 nChanged 19331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82694 members 
Mstep: Class 2 contains 193696 members 
Entering Unmasked Estep 
Score: -35879068.000000 Penalty: 6214.665527
	Iteration 5F: 3 clusters Score -3.587907e+07 nChanged 23308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 216872 members 
Entering Unmasked Estep 
Score: -35895172.000000 Penalty: 6214.665527
	Iteration 6F: 3 clusters Score -3.589517e+07 nChanged 22931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 239735 members 
Entering Unmasked Estep 
Score: -35913256.000000 Penalty: 6214.665527
	Iteration 7F: 3 clusters Score -3.591326e+07 nChanged 17524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 257233 members 
Entering Unmasked Estep 
Score: -35928580.000000 Penalty: 6214.665527
	Iteration 8F: 3 clusters Score -3.592858e+07 nChanged 10183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 267406 members 
Entering Unmasked Estep 
Score: -35937776.000000 Penalty: 6214.665527
	Iteration 9Q: 3 clusters Score -3.593778e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 272460 members 
Entering Unmasked Estep 
Score: -35942976.000000 Penalty: 6214.665527
	Iteration 10Q: 3 clusters Score -3.594298e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 274661 members 
Entering Unmasked Estep 
Score: -35945272.000000 Penalty: 6214.665527
	Iteration 11Q: 3 clusters Score -3.594527e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 275525 members 
Entering Unmasked Estep 
Score: -35946120.000000 Penalty: 6214.665527
	Iteration 12Q: 3 clusters Score -3.594612e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 275818 members 
Entering Unmasked Estep 
Score: -35946404.000000 Penalty: 6214.665527
	Iteration 13Q: 3 clusters Score -3.59464e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 275932 members 
Entering Unmasked Estep 
Score: -35946536.000000 Penalty: 6214.665527
	Iteration 14Q: 3 clusters Score -3.594654e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 275990 members 
Entering Unmasked Estep 
Score: -35946600.000000 Penalty: 6214.665527
	Iteration 15Q: 3 clusters Score -3.59466e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 276022 members 
Entering Unmasked Estep 
Score: -35946660.000000 Penalty: 6214.665527
	Iteration 16Q: 3 clusters Score -3.594666e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 276035 members 
Entering Unmasked Estep 
Score: -35946692.000000 Penalty: 6214.665527
	Iteration 17Q: 3 clusters Score -3.594669e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 276048 members 
Entering Unmasked Estep 
Score: -35946716.000000 Penalty: 6214.665527
	Iteration 18Q: 3 clusters Score -3.594672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 276053 members 
Entering Unmasked Estep 
Score: -35946720.000000 Penalty: 6214.665527
	Iteration 19Q: 3 clusters Score -3.594672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 276060 members 
Entering Unmasked Estep 
Score: -35946728.000000 Penalty: 6214.665527
	Iteration 20F: 3 clusters Score -3.594673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 276063 members 
Entering Unmasked Estep 
Score: -35946748.000000 Penalty: 6214.665527
	Iteration 21Q: 3 clusters Score -3.594675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 276063 members 
Entering Unmasked Estep 
Score: -35946748.000000 Penalty: 6214.665527
	Iteration 22F: 3 clusters Score -3.594675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Entering Unmasked Estep 
Score: -2165174.750000 Penalty: 2422.268066
	Iteration 0F: 2 clusters Score -2165175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2152701.750000 Penalty: 4844.536133
	Iteration 0F: 3 clusters Score -2152702 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2156836.000000 Penalty: 4844.536133
	Iteration 1F: 3 clusters Score -2156836 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2157224.500000 Penalty: 4844.536133
	Iteration 2F: 3 clusters Score -2157224 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2157573.750000 Penalty: 4844.536133
	Iteration 3Q: 3 clusters Score -2157574 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2157861.500000 Penalty: 4844.536133
	Iteration 4Q: 3 clusters Score -2157862 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2158154.250000 Penalty: 4844.536133
	Iteration 5Q: 3 clusters Score -2158154 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2158459.250000 Penalty: 4844.536133
	Iteration 6Q: 3 clusters Score -2158459 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2158777.500000 Penalty: 4844.536133
	Iteration 7Q: 3 clusters Score -2158778 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2159060.500000 Penalty: 4844.536133
	Iteration 8Q: 3 clusters Score -2159060 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2159351.750000 Penalty: 4844.536133
	Iteration 9Q: 3 clusters Score -2159352 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2159680.500000 Penalty: 4844.536133
	Iteration 10Q: 3 clusters Score -2159680 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2160030.000000 Penalty: 4844.536133
	Iteration 11Q: 3 clusters Score -2160030 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2160438.250000 Penalty: 4844.536133
	Iteration 12Q: 3 clusters Score -2160438 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2160868.250000 Penalty: 4844.536133
	Iteration 13Q: 3 clusters Score -2160868 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2161298.750000 Penalty: 4844.536133
	Iteration 14Q: 3 clusters Score -2161299 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2161753.250000 Penalty: 4844.536133
	Iteration 15Q: 3 clusters Score -2161753 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2162228.000000 Penalty: 4844.536133
	Iteration 16Q: 3 clusters Score -2162228 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2162670.500000 Penalty: 4844.536133
	Iteration 17Q: 3 clusters Score -2162670 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2163021.000000 Penalty: 4844.536133
	Iteration 18Q: 3 clusters Score -2163021 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2163330.750000 Penalty: 4844.536133
	Iteration 19Q: 3 clusters Score -2163331 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2163558.250000 Penalty: 4844.536133
	Iteration 20F: 3 clusters Score -2163558 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2163766.750000 Penalty: 4844.536133
	Iteration 21Q: 3 clusters Score -2163767 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2163938.000000 Penalty: 4844.536133
	Iteration 22Q: 3 clusters Score -2163938 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2164087.750000 Penalty: 4844.536133
	Iteration 23Q: 3 clusters Score -2164088 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2164241.000000 Penalty: 4844.536133
	Iteration 24Q: 3 clusters Score -2164241 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2164395.500000 Penalty: 4844.536133
	Iteration 25Q: 3 clusters Score -2164396 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2164536.750000 Penalty: 4844.536133
	Iteration 26Q: 3 clusters Score -2164537 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2164647.750000 Penalty: 4844.536133
	Iteration 27Q: 3 clusters Score -2164648 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2164744.000000 Penalty: 4844.536133
	Iteration 28Q: 3 clusters Score -2164744 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2164829.000000 Penalty: 4844.536133
	Iteration 29Q: 3 clusters Score -2164829 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2164905.250000 Penalty: 4844.536133
	Iteration 30Q: 3 clusters Score -2164905 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2164946.750000 Penalty: 4844.536133
	Iteration 31Q: 3 clusters Score -2164947 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2164973.500000 Penalty: 4844.536133
	Iteration 32Q: 3 clusters Score -2164974 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2164987.500000 Penalty: 4844.536133
	Iteration 33Q: 3 clusters Score -2164988 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2165013.000000 Penalty: 4844.536133
	Iteration 34Q: 3 clusters Score -2165013 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2165034.500000 Penalty: 4844.536133
	Iteration 35Q: 3 clusters Score -2165034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2165042.250000 Penalty: 4844.536133
	Iteration 36Q: 3 clusters Score -2165042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2165043.500000 Penalty: 4844.536133
	Iteration 37Q: 3 clusters Score -2165044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2165047.250000 Penalty: 4844.536133
	Iteration 38Q: 3 clusters Score -2165047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2165049.750000 Penalty: 4844.536133
	Iteration 39Q: 3 clusters Score -2165050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2165051.750000 Penalty: 4844.536133
	Iteration 40F: 3 clusters Score -2165052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2165048.250000 Penalty: 4844.536133
	Iteration 41Q: 3 clusters Score -2165048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2165048.750000 Penalty: 4844.536133
	Iteration 42Q: 3 clusters Score -2165049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2165052.000000 Penalty: 4844.536133
	Iteration 43Q: 3 clusters Score -2165052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2165053.000000 Penalty: 4844.536133
	Iteration 44Q: 3 clusters Score -2165053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2165050.750000 Penalty: 4844.536133
	Iteration 45Q: 3 clusters Score -2165051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2165048.000000 Penalty: 4844.536133
	Iteration 46Q: 3 clusters Score -2165048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2165048.000000 Penalty: 4844.536133
	Iteration 47F: 3 clusters Score -2165048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Entering Unmasked Estep 
Score: -3337826.500000 Penalty: 2520.271240
	Iteration 0F: 2 clusters Score -3337826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -3320052.250000 Penalty: 5040.542480
	Iteration 0F: 3 clusters Score -3320052 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -3326328.000000 Penalty: 5040.542480
	Iteration 1F: 3 clusters Score -3326328 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3326803.500000 Penalty: 5040.542480
	Iteration 2F: 3 clusters Score -3326804 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -3327247.250000 Penalty: 5040.542480
	Iteration 3Q: 3 clusters Score -3327247 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3327668.750000 Penalty: 5040.542480
	Iteration 4Q: 3 clusters Score -3327669 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3328134.250000 Penalty: 5040.542480
	Iteration 5Q: 3 clusters Score -3328134 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -3328557.750000 Penalty: 5040.542480
	Iteration 6Q: 3 clusters Score -3328558 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3329045.000000 Penalty: 5040.542480
	Iteration 7Q: 3 clusters Score -3329045 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3329581.750000 Penalty: 5040.542480
	Iteration 8Q: 3 clusters Score -3329582 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -3330228.000000 Penalty: 5040.542480
	Iteration 9Q: 3 clusters Score -3330228 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -3331085.750000 Penalty: 5040.542480
	Iteration 10Q: 3 clusters Score -3331086 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -3332295.500000 Penalty: 5040.542480
	Iteration 11F: 3 clusters Score -3332296 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -3333874.000000 Penalty: 5040.542480
	Iteration 12F: 3 clusters Score -3333874 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3335282.250000 Penalty: 5040.542480
	Iteration 13F: 3 clusters Score -3335282 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -3336202.250000 Penalty: 5040.542480
	Iteration 14Q: 3 clusters Score -3336202 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -3336637.250000 Penalty: 5040.542480
	Iteration 15Q: 3 clusters Score -3336637 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3336767.500000 Penalty: 5040.542480
	Iteration 16Q: 3 clusters Score -3336768 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3336798.250000 Penalty: 5040.542480
	Iteration 17Q: 3 clusters Score -3336798 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -3336813.750000 Penalty: 5040.542480
	Iteration 18Q: 3 clusters Score -3336814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -3336817.250000 Penalty: 5040.542480
	Iteration 19Q: 3 clusters Score -3336817 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -3336821.500000 Penalty: 5040.542480
	Iteration 20F: 3 clusters Score -3336822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -3336834.000000 Penalty: 5040.542480
	Iteration 21Q: 3 clusters Score -3336834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3336837.750000 Penalty: 5040.542480
	Iteration 22Q: 3 clusters Score -3336838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3336837.500000 Penalty: 5040.542480
	Iteration 23Q: 3 clusters Score -3336838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -3336841.000000 Penalty: 5040.542480
	Iteration 24Q: 3 clusters Score -3336841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -3336837.500000 Penalty: 5040.542480
	Iteration 25Q: 3 clusters Score -3336838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -3336838.750000 Penalty: 5040.542480
	Iteration 26Q: 3 clusters Score -3336839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -3336838.750000 Penalty: 5040.542480
	Iteration 27F: 3 clusters Score -3336839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160518 members 
Entering Unmasked Estep 
Score: -20868088.000000 Penalty: 2972.567871
	Iteration 0F: 2 clusters Score -2.086809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80318 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -20762372.000000 Penalty: 5945.135742
	Iteration 0F: 3 clusters Score -2.076237e+07 nChanged 76972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81900 members 
Mstep: Class 2 contains 78618 members 
Entering Unmasked Estep 
Score: -20808198.000000 Penalty: 5945.135742
	Iteration 1F: 3 clusters Score -2.08082e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
Score: -20810728.000000 Penalty: 5945.135742
	Iteration 2Q: 3 clusters Score -2.081073e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85112 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -20814246.000000 Penalty: 5945.135742
	Iteration 3Q: 3 clusters Score -2.081425e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88271 members 
Mstep: Class 2 contains 72247 members 
Entering Unmasked Estep 
Score: -20819400.000000 Penalty: 5945.135742
	Iteration 4F: 3 clusters Score -2.08194e+07 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92754 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -20826238.000000 Penalty: 5945.135742
	Iteration 5F: 3 clusters Score -2.082624e+07 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98262 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
Score: -20834186.000000 Penalty: 5945.135742
	Iteration 6F: 3 clusters Score -2.083419e+07 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103745 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -20842016.000000 Penalty: 5945.135742
	Iteration 7F: 3 clusters Score -2.084202e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108279 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -20847792.000000 Penalty: 5945.135742
	Iteration 8F: 3 clusters Score -2.084779e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111892 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -20850936.000000 Penalty: 5945.135742
	Iteration 9Q: 3 clusters Score -2.085094e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114951 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -20852662.000000 Penalty: 5945.135742
	Iteration 10Q: 3 clusters Score -2.085266e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117747 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -20853734.000000 Penalty: 5945.135742
	Iteration 11Q: 3 clusters Score -2.085373e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120418 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -20854788.000000 Penalty: 5945.135742
	Iteration 12Q: 3 clusters Score -2.085479e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123133 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -20855774.000000 Penalty: 5945.135742
	Iteration 13Q: 3 clusters Score -2.085577e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125788 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -20856716.000000 Penalty: 5945.135742
	Iteration 14Q: 3 clusters Score -2.085672e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128407 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -20857780.000000 Penalty: 5945.135742
	Iteration 15Q: 3 clusters Score -2.085778e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130935 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -20858868.000000 Penalty: 5945.135742
	Iteration 16Q: 3 clusters Score -2.085887e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133425 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -20860062.000000 Penalty: 5945.135742
	Iteration 17Q: 3 clusters Score -2.086006e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135846 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -20861028.000000 Penalty: 5945.135742
	Iteration 18Q: 3 clusters Score -2.086103e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138137 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -20862002.000000 Penalty: 5945.135742
	Iteration 19Q: 3 clusters Score -2.0862e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140231 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -20862938.000000 Penalty: 5945.135742
	Iteration 20F: 3 clusters Score -2.086294e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142067 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -20863742.000000 Penalty: 5945.135742
	Iteration 21Q: 3 clusters Score -2.086374e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143698 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -20864358.000000 Penalty: 5945.135742
	Iteration 22Q: 3 clusters Score -2.086436e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145133 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -20864900.000000 Penalty: 5945.135742
	Iteration 23Q: 3 clusters Score -2.08649e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146453 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -20865426.000000 Penalty: 5945.135742
	Iteration 24Q: 3 clusters Score -2.086543e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147593 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -20865784.000000 Penalty: 5945.135742
	Iteration 25Q: 3 clusters Score -2.086578e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148580 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -20866134.000000 Penalty: 5945.135742
	Iteration 26Q: 3 clusters Score -2.086613e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149456 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -20866570.000000 Penalty: 5945.135742
	Iteration 27Q: 3 clusters Score -2.086657e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150198 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -20866776.000000 Penalty: 5945.135742
	Iteration 28Q: 3 clusters Score -2.086678e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150858 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -20866948.000000 Penalty: 5945.135742
	Iteration 29Q: 3 clusters Score -2.086695e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151448 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -20867044.000000 Penalty: 5945.135742
	Iteration 30Q: 3 clusters Score -2.086704e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151963 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -20867080.000000 Penalty: 5945.135742
	Iteration 31Q: 3 clusters Score -2.086708e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152395 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -20867144.000000 Penalty: 5945.135742
	Iteration 32Q: 3 clusters Score -2.086714e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152819 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -20867268.000000 Penalty: 5945.135742
	Iteration 33Q: 3 clusters Score -2.086727e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153178 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -20867288.000000 Penalty: 5945.135742
	Iteration 34Q: 3 clusters Score -2.086729e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153492 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -20867316.000000 Penalty: 5945.135742
	Iteration 35Q: 3 clusters Score -2.086732e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153779 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -20867384.000000 Penalty: 5945.135742
	Iteration 36Q: 3 clusters Score -2.086738e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154031 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -20867416.000000 Penalty: 5945.135742
	Iteration 37Q: 3 clusters Score -2.086742e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154249 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -20867440.000000 Penalty: 5945.135742
	Iteration 38Q: 3 clusters Score -2.086744e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154435 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -20867448.000000 Penalty: 5945.135742
	Iteration 39Q: 3 clusters Score -2.086745e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154592 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -20867470.000000 Penalty: 5945.135742
	Iteration 40F: 3 clusters Score -2.086747e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154741 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -20867482.000000 Penalty: 5945.135742
	Iteration 41Q: 3 clusters Score -2.086748e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154879 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -20867480.000000 Penalty: 5945.135742
	Iteration 42Q: 3 clusters Score -2.086748e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155012 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -20867494.000000 Penalty: 5945.135742
	Iteration 43Q: 3 clusters Score -2.086749e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155127 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -20867492.000000 Penalty: 5945.135742
	Iteration 44Q: 3 clusters Score -2.086749e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155213 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -20867498.000000 Penalty: 5945.135742
	Iteration 45Q: 3 clusters Score -2.08675e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155292 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -20867504.000000 Penalty: 5945.135742
	Iteration 46Q: 3 clusters Score -2.08675e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155349 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -20867514.000000 Penalty: 5945.135742
	Iteration 47Q: 3 clusters Score -2.086751e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155411 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -20867538.000000 Penalty: 5945.135742
	Iteration 48Q: 3 clusters Score -2.086754e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155458 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -20867534.000000 Penalty: 5945.135742
	Iteration 49Q: 3 clusters Score -2.086753e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155511 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -20867532.000000 Penalty: 5945.135742
	Iteration 50Q: 3 clusters Score -2.086753e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155560 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -20867534.000000 Penalty: 5945.135742
	Iteration 51Q: 3 clusters Score -2.086753e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155603 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -20867546.000000 Penalty: 5945.135742
	Iteration 52Q: 3 clusters Score -2.086755e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155642 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -20867550.000000 Penalty: 5945.135742
	Iteration 53Q: 3 clusters Score -2.086755e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155677 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -20867526.000000 Penalty: 5945.135742
	Iteration 54Q: 3 clusters Score -2.086753e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155702 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -20867550.000000 Penalty: 5945.135742
	Iteration 55Q: 3 clusters Score -2.086755e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155726 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -20867528.000000 Penalty: 5945.135742
	Iteration 56Q: 3 clusters Score -2.086753e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155750 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -20867524.000000 Penalty: 5945.135742
	Iteration 57Q: 3 clusters Score -2.086752e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155768 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -20867562.000000 Penalty: 5945.135742
	Iteration 58Q: 3 clusters Score -2.086756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155779 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -20867562.000000 Penalty: 5945.135742
	Iteration 59Q: 3 clusters Score -2.086756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155793 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -20867552.000000 Penalty: 5945.135742
	Iteration 60F: 3 clusters Score -2.086755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155801 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -20867546.000000 Penalty: 5945.135742
	Iteration 61Q: 3 clusters Score -2.086755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155811 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -20867566.000000 Penalty: 5945.135742
	Iteration 62Q: 3 clusters Score -2.086757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155825 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -20867568.000000 Penalty: 5945.135742
	Iteration 63Q: 3 clusters Score -2.086757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155837 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -20867554.000000 Penalty: 5945.135742
	Iteration 64Q: 3 clusters Score -2.086755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155841 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -20867564.000000 Penalty: 5945.135742
	Iteration 65Q: 3 clusters Score -2.086756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155845 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -20867562.000000 Penalty: 5945.135742
	Iteration 66Q: 3 clusters Score -2.086756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155846 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -20867558.000000 Penalty: 5945.135742
	Iteration 67Q: 3 clusters Score -2.086756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155852 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -20867558.000000 Penalty: 5945.135742
	Iteration 68Q: 3 clusters Score -2.086756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155860 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -20867568.000000 Penalty: 5945.135742
	Iteration 69Q: 3 clusters Score -2.086757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155869 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -20867564.000000 Penalty: 5945.135742
	Iteration 70Q: 3 clusters Score -2.086756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155880 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -20867534.000000 Penalty: 5945.135742
	Iteration 71Q: 3 clusters Score -2.086753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155889 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -20867530.000000 Penalty: 5945.135742
	Iteration 72Q: 3 clusters Score -2.086753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155902 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -20867544.000000 Penalty: 5945.135742
	Iteration 73Q: 3 clusters Score -2.086754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155914 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -20867534.000000 Penalty: 5945.135742
	Iteration 74Q: 3 clusters Score -2.086753e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155935 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -20867520.000000 Penalty: 5945.135742
	Iteration 75Q: 3 clusters Score -2.086752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155951 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -20867536.000000 Penalty: 5945.135742
	Iteration 76Q: 3 clusters Score -2.086754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155962 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -20867540.000000 Penalty: 5945.135742
	Iteration 77Q: 3 clusters Score -2.086754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155970 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -20867532.000000 Penalty: 5945.135742
	Iteration 78Q: 3 clusters Score -2.086753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155976 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -20867544.000000 Penalty: 5945.135742
	Iteration 79Q: 3 clusters Score -2.086754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155981 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -20867538.000000 Penalty: 5945.135742
	Iteration 80F: 3 clusters Score -2.086754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155985 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -20867540.000000 Penalty: 5945.135742
	Iteration 81Q: 3 clusters Score -2.086754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155992 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -20867540.000000 Penalty: 5945.135742
	Iteration 82Q: 3 clusters Score -2.086754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155998 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -20867532.000000 Penalty: 5945.135742
	Iteration 83Q: 3 clusters Score -2.086753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156010 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -20867526.000000 Penalty: 5945.135742
	Iteration 84Q: 3 clusters Score -2.086753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156020 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -20867520.000000 Penalty: 5945.135742
	Iteration 85Q: 3 clusters Score -2.086752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156028 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -20867514.000000 Penalty: 5945.135742
	Iteration 86Q: 3 clusters Score -2.086751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156035 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -20867520.000000 Penalty: 5945.135742
	Iteration 87Q: 3 clusters Score -2.086752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156036 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -20867514.000000 Penalty: 5945.135742
	Iteration 88Q: 3 clusters Score -2.086751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156038 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -20867516.000000 Penalty: 5945.135742
	Iteration 89Q: 3 clusters Score -2.086752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156042 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -20867506.000000 Penalty: 5945.135742
	Iteration 90Q: 3 clusters Score -2.086751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156043 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -20867502.000000 Penalty: 5945.135742
	Iteration 91Q: 3 clusters Score -2.08675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156044 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -20867512.000000 Penalty: 5945.135742
	Iteration 92Q: 3 clusters Score -2.086751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156045 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -20867516.000000 Penalty: 5945.135742
	Iteration 93Q: 3 clusters Score -2.086752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156047 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -20867520.000000 Penalty: 5945.135742
	Iteration 94Q: 3 clusters Score -2.086752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156049 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -20867516.000000 Penalty: 5945.135742
	Iteration 95Q: 3 clusters Score -2.086752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156052 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -20867512.000000 Penalty: 5945.135742
	Iteration 96Q: 3 clusters Score -2.086751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156052 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -20867512.000000 Penalty: 5945.135742
	Iteration 97F: 3 clusters Score -2.086751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -42420.992188 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -42420.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40962.757812 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -40962.76 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41111.144531 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -41111.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41183.910156 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -41183.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41222.363281 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -41222.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41237.414062 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -41237.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41250.359375 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -41250.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41256.550781 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -41256.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41261.042969 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -41261.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41262.421875 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -41262.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41262.421875 Penalty: 3019.040283
	Iteration 9F: 3 clusters Score -41262.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Entering Unmasked Estep 
Score: -1890301.875000 Penalty: 2375.695801
	Iteration 0F: 2 clusters Score -1890302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1879805.000000 Penalty: 4751.391602
	Iteration 0F: 3 clusters Score -1879805 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1883006.625000 Penalty: 4751.391602
	Iteration 1F: 3 clusters Score -1883007 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1883304.000000 Penalty: 4751.391602
	Iteration 2F: 3 clusters Score -1883304 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1883500.000000 Penalty: 4751.391602
	Iteration 3Q: 3 clusters Score -1883500 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1883651.625000 Penalty: 4751.391602
	Iteration 4Q: 3 clusters Score -1883652 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1883761.500000 Penalty: 4751.391602
	Iteration 5Q: 3 clusters Score -1883762 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1883852.625000 Penalty: 4751.391602
	Iteration 6Q: 3 clusters Score -1883853 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1883938.500000 Penalty: 4751.391602
	Iteration 7Q: 3 clusters Score -1883938 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1884025.500000 Penalty: 4751.391602
	Iteration 8Q: 3 clusters Score -1884026 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1884098.500000 Penalty: 4751.391602
	Iteration 9Q: 3 clusters Score -1884098 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1884171.500000 Penalty: 4751.391602
	Iteration 10Q: 3 clusters Score -1884172 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1884220.375000 Penalty: 4751.391602
	Iteration 11Q: 3 clusters Score -1884220 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1884276.750000 Penalty: 4751.391602
	Iteration 12Q: 3 clusters Score -1884277 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1884338.875000 Penalty: 4751.391602
	Iteration 13Q: 3 clusters Score -1884339 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1884411.000000 Penalty: 4751.391602
	Iteration 14Q: 3 clusters Score -1884411 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1884496.875000 Penalty: 4751.391602
	Iteration 15Q: 3 clusters Score -1884497 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1884597.375000 Penalty: 4751.391602
	Iteration 16Q: 3 clusters Score -1884597 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1884699.500000 Penalty: 4751.391602
	Iteration 17Q: 3 clusters Score -1884700 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1884836.625000 Penalty: 4751.391602
	Iteration 18Q: 3 clusters Score -1884837 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1885004.375000 Penalty: 4751.391602
	Iteration 19Q: 3 clusters Score -1885004 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1885201.625000 Penalty: 4751.391602
	Iteration 20F: 3 clusters Score -1885202 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1885442.625000 Penalty: 4751.391602
	Iteration 21Q: 3 clusters Score -1885443 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1885728.500000 Penalty: 4751.391602
	Iteration 22Q: 3 clusters Score -1885728 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1886024.750000 Penalty: 4751.391602
	Iteration 23Q: 3 clusters Score -1886025 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1886287.250000 Penalty: 4751.391602
	Iteration 24Q: 3 clusters Score -1886287 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1886550.000000 Penalty: 4751.391602
	Iteration 25Q: 3 clusters Score -1886550 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1886798.500000 Penalty: 4751.391602
	Iteration 26Q: 3 clusters Score -1886798 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1887037.250000 Penalty: 4751.391602
	Iteration 27Q: 3 clusters Score -1887037 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1887228.625000 Penalty: 4751.391602
	Iteration 28Q: 3 clusters Score -1887229 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1887354.750000 Penalty: 4751.391602
	Iteration 29Q: 3 clusters Score -1887355 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1887454.750000 Penalty: 4751.391602
	Iteration 30Q: 3 clusters Score -1887455 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1887544.125000 Penalty: 4751.391602
	Iteration 31Q: 3 clusters Score -1887544 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1887622.125000 Penalty: 4751.391602
	Iteration 32Q: 3 clusters Score -1887622 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1887683.375000 Penalty: 4751.391602
	Iteration 33Q: 3 clusters Score -1887683 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1887732.125000 Penalty: 4751.391602
	Iteration 34Q: 3 clusters Score -1887732 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1887766.125000 Penalty: 4751.391602
	Iteration 35Q: 3 clusters Score -1887766 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1887805.000000 Penalty: 4751.391602
	Iteration 36Q: 3 clusters Score -1887805 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1887829.000000 Penalty: 4751.391602
	Iteration 37Q: 3 clusters Score -1887829 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1887861.625000 Penalty: 4751.391602
	Iteration 38Q: 3 clusters Score -1887862 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1887898.750000 Penalty: 4751.391602
	Iteration 39Q: 3 clusters Score -1887899 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1887938.000000 Penalty: 4751.391602
	Iteration 40F: 3 clusters Score -1887938 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1887960.125000 Penalty: 4751.391602
	Iteration 41Q: 3 clusters Score -1887960 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1887987.500000 Penalty: 4751.391602
	Iteration 42Q: 3 clusters Score -1887988 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1888019.375000 Penalty: 4751.391602
	Iteration 43Q: 3 clusters Score -1888019 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1888048.500000 Penalty: 4751.391602
	Iteration 44Q: 3 clusters Score -1888048 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1888076.250000 Penalty: 4751.391602
	Iteration 45Q: 3 clusters Score -1888076 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1888102.625000 Penalty: 4751.391602
	Iteration 46Q: 3 clusters Score -1888103 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1888118.625000 Penalty: 4751.391602
	Iteration 47Q: 3 clusters Score -1888119 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1888136.750000 Penalty: 4751.391602
	Iteration 48Q: 3 clusters Score -1888137 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1888151.500000 Penalty: 4751.391602
	Iteration 49Q: 3 clusters Score -1888152 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1888167.750000 Penalty: 4751.391602
	Iteration 50Q: 3 clusters Score -1888168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1888172.750000 Penalty: 4751.391602
	Iteration 51Q: 3 clusters Score -1888173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1888179.625000 Penalty: 4751.391602
	Iteration 52Q: 3 clusters Score -1888180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1888186.750000 Penalty: 4751.391602
	Iteration 53Q: 3 clusters Score -1888187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1888195.375000 Penalty: 4751.391602
	Iteration 54Q: 3 clusters Score -1888195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1888204.500000 Penalty: 4751.391602
	Iteration 55Q: 3 clusters Score -1888204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1888209.500000 Penalty: 4751.391602
	Iteration 56Q: 3 clusters Score -1888210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1888216.875000 Penalty: 4751.391602
	Iteration 57Q: 3 clusters Score -1888217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1888220.750000 Penalty: 4751.391602
	Iteration 58Q: 3 clusters Score -1888221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1888229.625000 Penalty: 4751.391602
	Iteration 59Q: 3 clusters Score -1888230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1888228.500000 Penalty: 4751.391602
	Iteration 60F: 3 clusters Score -1888228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1888238.500000 Penalty: 4751.391602
	Iteration 61Q: 3 clusters Score -1888238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1888244.625000 Penalty: 4751.391602
	Iteration 62Q: 3 clusters Score -1888245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1888247.750000 Penalty: 4751.391602
	Iteration 63Q: 3 clusters Score -1888248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1888255.750000 Penalty: 4751.391602
	Iteration 64Q: 3 clusters Score -1888256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1888256.750000 Penalty: 4751.391602
	Iteration 65Q: 3 clusters Score -1888257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1888262.750000 Penalty: 4751.391602
	Iteration 66Q: 3 clusters Score -1888263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1888257.000000 Penalty: 4751.391602
	Iteration 67Q: 3 clusters Score -1888257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1888266.250000 Penalty: 4751.391602
	Iteration 68Q: 3 clusters Score -1888266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1888266.250000 Penalty: 4751.391602
	Iteration 69Q: 3 clusters Score -1888266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1888266.750000 Penalty: 4751.391602
	Iteration 70Q: 3 clusters Score -1888267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1888269.000000 Penalty: 4751.391602
	Iteration 71Q: 3 clusters Score -1888269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1888269.375000 Penalty: 4751.391602
	Iteration 72Q: 3 clusters Score -1888269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1888269.375000 Penalty: 4751.391602
	Iteration 73F: 3 clusters Score -1888269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -67235.914062 Penalty: 1586.438599
	Iteration 0F: 2 clusters Score -67235.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65799.976562 Penalty: 3172.877197
	Iteration 0F: 3 clusters Score -65799.98 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66269.578125 Penalty: 3172.877197
	Iteration 1F: 3 clusters Score -66269.58 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -66859.453125 Penalty: 3172.877197
	Iteration 2F: 3 clusters Score -66859.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -67203.578125 Penalty: 3172.877197
	Iteration 3F: 3 clusters Score -67203.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -67266.820312 Penalty: 3172.877197
	Iteration 4Q: 3 clusters Score -67266.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -67288.703125 Penalty: 3172.877197
	Iteration 5Q: 3 clusters Score -67288.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -67297.937500 Penalty: 3172.877197
	Iteration 6Q: 3 clusters Score -67297.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -67301.726562 Penalty: 3172.877197
	Iteration 7Q: 3 clusters Score -67301.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -67301.726562 Penalty: 3172.877197
	Iteration 8F: 3 clusters Score -67301.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276390 members 
Mstep: Class 8 contains 17452 members 
Mstep: Class 9 contains 25910 members 
Mstep: Class 10 contains 160518 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 127 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41661 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29262 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7206 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 473 members 
Entering Unmasked Estep 
Score: -90831880.000000 Penalty: 80247.148438
Splitting cluster 13 changes total score from -90833568.000000 to -90831880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (56891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Entering Unmasked Estep 
Score: -7277612.500000 Penalty: 2715.325439
	Iteration 0F: 2 clusters Score -7277612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -7239295.000000 Penalty: 5430.650879
	Iteration 0F: 3 clusters Score -7239295 nChanged 26575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -7254038.500000 Penalty: 5430.650879
	Iteration 1F: 3 clusters Score -7254038 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -7254552.000000 Penalty: 5430.650879
	Iteration 2Q: 3 clusters Score -7254552 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -7254978.500000 Penalty: 5430.650879
	Iteration 3Q: 3 clusters Score -7254978 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -7255475.000000 Penalty: 5430.650879
	Iteration 4Q: 3 clusters Score -7255475 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -7255914.000000 Penalty: 5430.650879
	Iteration 5Q: 3 clusters Score -7255914 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -7256511.500000 Penalty: 5430.650879
	Iteration 6Q: 3 clusters Score -7256512 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -7257211.500000 Penalty: 5430.650879
	Iteration 7Q: 3 clusters Score -7257212 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -7258252.500000 Penalty: 5430.650879
	Iteration 8Q: 3 clusters Score -7258252 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -7259559.500000 Penalty: 5430.650879
	Iteration 9Q: 3 clusters Score -7259560 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -7261140.500000 Penalty: 5430.650879
	Iteration 10F: 3 clusters Score -7261140 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -7263088.000000 Penalty: 5430.650879
	Iteration 11F: 3 clusters Score -7263088 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -7265304.500000 Penalty: 5430.650879
	Iteration 12F: 3 clusters Score -7265304 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -7267811.500000 Penalty: 5430.650879
	Iteration 13F: 3 clusters Score -7267812 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -7270310.500000 Penalty: 5430.650879
	Iteration 14Q: 3 clusters Score -7270310 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -7272500.500000 Penalty: 5430.650879
	Iteration 15Q: 3 clusters Score -7272500 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55225 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7273855.500000 Penalty: 5430.650879
	Iteration 16Q: 3 clusters Score -7273856 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55943 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -7274561.500000 Penalty: 5430.650879
	Iteration 17Q: 3 clusters Score -7274562 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7274844.000000 Penalty: 5430.650879
	Iteration 18Q: 3 clusters Score -7274844 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7275001.500000 Penalty: 5430.650879
	Iteration 19Q: 3 clusters Score -7275002 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7275096.500000 Penalty: 5430.650879
	Iteration 20F: 3 clusters Score -7275096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7275135.500000 Penalty: 5430.650879
	Iteration 21Q: 3 clusters Score -7275136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7275168.500000 Penalty: 5430.650879
	Iteration 22Q: 3 clusters Score -7275168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7275179.500000 Penalty: 5430.650879
	Iteration 23Q: 3 clusters Score -7275180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7275182.500000 Penalty: 5430.650879
	Iteration 24Q: 3 clusters Score -7275182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7275188.000000 Penalty: 5430.650879
	Iteration 25Q: 3 clusters Score -7275188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7275198.500000 Penalty: 5430.650879
	Iteration 26Q: 3 clusters Score -7275198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56524 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7275207.000000 Penalty: 5430.650879
	Iteration 27Q: 3 clusters Score -7275207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7275218.000000 Penalty: 5430.650879
	Iteration 28Q: 3 clusters Score -7275218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7275231.500000 Penalty: 5430.650879
	Iteration 29Q: 3 clusters Score -7275232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7275245.000000 Penalty: 5430.650879
	Iteration 30Q: 3 clusters Score -7275245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7275242.500000 Penalty: 5430.650879
	Iteration 31Q: 3 clusters Score -7275242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56530 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7275243.500000 Penalty: 5430.650879
	Iteration 32Q: 3 clusters Score -7275244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56530 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7275243.500000 Penalty: 5430.650879
	Iteration 33F: 3 clusters Score -7275244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Entering Unmasked Estep 
Score: -5429824.500000 Penalty: 2638.055420
	Iteration 0F: 2 clusters Score -5429824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -5401590.000000 Penalty: 5276.110840
	Iteration 0F: 3 clusters Score -5401590 nChanged 18982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -5412025.000000 Penalty: 5276.110840
	Iteration 1F: 3 clusters Score -5412025 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -5412607.500000 Penalty: 5276.110840
	Iteration 2Q: 3 clusters Score -5412608 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -5413181.000000 Penalty: 5276.110840
	Iteration 3Q: 3 clusters Score -5413181 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -5413823.500000 Penalty: 5276.110840
	Iteration 4Q: 3 clusters Score -5413824 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -5414541.000000 Penalty: 5276.110840
	Iteration 5Q: 3 clusters Score -5414541 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -5415361.000000 Penalty: 5276.110840
	Iteration 6Q: 3 clusters Score -5415361 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -5416284.000000 Penalty: 5276.110840
	Iteration 7Q: 3 clusters Score -5416284 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -5417536.500000 Penalty: 5276.110840
	Iteration 8Q: 3 clusters Score -5417536 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -5419049.500000 Penalty: 5276.110840
	Iteration 9F: 3 clusters Score -5419050 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -5420739.000000 Penalty: 5276.110840
	Iteration 10F: 3 clusters Score -5420739 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -5422548.500000 Penalty: 5276.110840
	Iteration 11F: 3 clusters Score -5422548 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -5424275.500000 Penalty: 5276.110840
	Iteration 12Q: 3 clusters Score -5424276 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -5425480.000000 Penalty: 5276.110840
	Iteration 13Q: 3 clusters Score -5425480 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -5426270.000000 Penalty: 5276.110840
	Iteration 14Q: 3 clusters Score -5426270 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -5426760.500000 Penalty: 5276.110840
	Iteration 15Q: 3 clusters Score -5426760 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -5427064.500000 Penalty: 5276.110840
	Iteration 16Q: 3 clusters Score -5427064 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -5427215.000000 Penalty: 5276.110840
	Iteration 17Q: 3 clusters Score -5427215 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -5427277.500000 Penalty: 5276.110840
	Iteration 18Q: 3 clusters Score -5427278 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -5427334.000000 Penalty: 5276.110840
	Iteration 19Q: 3 clusters Score -5427334 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -5427364.500000 Penalty: 5276.110840
	Iteration 20F: 3 clusters Score -5427364 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -5427386.000000 Penalty: 5276.110840
	Iteration 21Q: 3 clusters Score -5427386 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -5427400.500000 Penalty: 5276.110840
	Iteration 22Q: 3 clusters Score -5427400 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -5427411.500000 Penalty: 5276.110840
	Iteration 23Q: 3 clusters Score -5427412 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -5427428.000000 Penalty: 5276.110840
	Iteration 24Q: 3 clusters Score -5427428 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -5427441.000000 Penalty: 5276.110840
	Iteration 25Q: 3 clusters Score -5427441 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -5427447.500000 Penalty: 5276.110840
	Iteration 26Q: 3 clusters Score -5427448 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -5427476.000000 Penalty: 5276.110840
	Iteration 27Q: 3 clusters Score -5427476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -5427461.500000 Penalty: 5276.110840
	Iteration 28Q: 3 clusters Score -5427462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -5427469.500000 Penalty: 5276.110840
	Iteration 29Q: 3 clusters Score -5427470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -5427467.000000 Penalty: 5276.110840
	Iteration 30Q: 3 clusters Score -5427467 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -5427466.000000 Penalty: 5276.110840
	Iteration 31Q: 3 clusters Score -5427466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -5427464.000000 Penalty: 5276.110840
	Iteration 32Q: 3 clusters Score -5427464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -5427471.500000 Penalty: 5276.110840
	Iteration 33Q: 3 clusters Score -5427472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -5427479.000000 Penalty: 5276.110840
	Iteration 34Q: 3 clusters Score -5427479 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -5427482.500000 Penalty: 5276.110840
	Iteration 35Q: 3 clusters Score -5427482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -5427475.000000 Penalty: 5276.110840
	Iteration 36Q: 3 clusters Score -5427475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -5427475.000000 Penalty: 5276.110840
	Iteration 37Q: 3 clusters Score -5427475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -5427473.500000 Penalty: 5276.110840
	Iteration 38Q: 3 clusters Score -5427474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -5427481.000000 Penalty: 5276.110840
	Iteration 39Q: 3 clusters Score -5427481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -5427479.500000 Penalty: 5276.110840
	Iteration 40F: 3 clusters Score -5427480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -5427483.000000 Penalty: 5276.110840
	Iteration 41Q: 3 clusters Score -5427483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -5427489.000000 Penalty: 5276.110840
	Iteration 42Q: 3 clusters Score -5427489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -5427487.000000 Penalty: 5276.110840
	Iteration 43Q: 3 clusters Score -5427487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -5427484.000000 Penalty: 5276.110840
	Iteration 44Q: 3 clusters Score -5427484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -5427493.000000 Penalty: 5276.110840
	Iteration 45Q: 3 clusters Score -5427493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -5427492.500000 Penalty: 5276.110840
	Iteration 46Q: 3 clusters Score -5427492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -5427493.500000 Penalty: 5276.110840
	Iteration 47Q: 3 clusters Score -5427494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -5427494.000000 Penalty: 5276.110840
	Iteration 48Q: 3 clusters Score -5427494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -5427499.000000 Penalty: 5276.110840
	Iteration 49Q: 3 clusters Score -5427499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -5427501.000000 Penalty: 5276.110840
	Iteration 50Q: 3 clusters Score -5427501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -5427501.500000 Penalty: 5276.110840
	Iteration 51Q: 3 clusters Score -5427502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -5427506.000000 Penalty: 5276.110840
	Iteration 52Q: 3 clusters Score -5427506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -5427503.000000 Penalty: 5276.110840
	Iteration 53Q: 3 clusters Score -5427503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -5427498.500000 Penalty: 5276.110840
	Iteration 54Q: 3 clusters Score -5427498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -5427501.500000 Penalty: 5276.110840
	Iteration 55Q: 3 clusters Score -5427502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -5427501.000000 Penalty: 5276.110840
	Iteration 56Q: 3 clusters Score -5427501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -5427499.500000 Penalty: 5276.110840
	Iteration 57Q: 3 clusters Score -5427500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -5427498.500000 Penalty: 5276.110840
	Iteration 58Q: 3 clusters Score -5427498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -5427495.000000 Penalty: 5276.110840
	Iteration 59Q: 3 clusters Score -5427495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -5427497.500000 Penalty: 5276.110840
	Iteration 60F: 3 clusters Score -5427498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Entering Unmasked Estep 
Score: -1543766.625000 Penalty: 2337.271973
	Iteration 0F: 2 clusters Score -1543767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1534581.875000 Penalty: 4674.543945
	Iteration 0F: 3 clusters Score -1534582 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1537470.750000 Penalty: 4674.543945
	Iteration 1F: 3 clusters Score -1537471 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1537821.375000 Penalty: 4674.543945
	Iteration 2F: 3 clusters Score -1537821 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1538044.875000 Penalty: 4674.543945
	Iteration 3Q: 3 clusters Score -1538045 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1538248.625000 Penalty: 4674.543945
	Iteration 4Q: 3 clusters Score -1538249 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1538435.250000 Penalty: 4674.543945
	Iteration 5Q: 3 clusters Score -1538435 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1538636.875000 Penalty: 4674.543945
	Iteration 6Q: 3 clusters Score -1538637 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1538852.125000 Penalty: 4674.543945
	Iteration 7Q: 3 clusters Score -1538852 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1539090.375000 Penalty: 4674.543945
	Iteration 8Q: 3 clusters Score -1539090 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1539350.500000 Penalty: 4674.543945
	Iteration 9Q: 3 clusters Score -1539350 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1539638.125000 Penalty: 4674.543945
	Iteration 10Q: 3 clusters Score -1539638 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1539919.000000 Penalty: 4674.543945
	Iteration 11Q: 3 clusters Score -1539919 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1540175.625000 Penalty: 4674.543945
	Iteration 12Q: 3 clusters Score -1540176 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1540401.250000 Penalty: 4674.543945
	Iteration 13Q: 3 clusters Score -1540401 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1540613.500000 Penalty: 4674.543945
	Iteration 14Q: 3 clusters Score -1540614 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1540789.500000 Penalty: 4674.543945
	Iteration 15Q: 3 clusters Score -1540790 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1540948.000000 Penalty: 4674.543945
	Iteration 16Q: 3 clusters Score -1540948 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1541094.125000 Penalty: 4674.543945
	Iteration 17Q: 3 clusters Score -1541094 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1541223.250000 Penalty: 4674.543945
	Iteration 18Q: 3 clusters Score -1541223 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1541323.750000 Penalty: 4674.543945
	Iteration 19Q: 3 clusters Score -1541324 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1541409.250000 Penalty: 4674.543945
	Iteration 20F: 3 clusters Score -1541409 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1541456.500000 Penalty: 4674.543945
	Iteration 21Q: 3 clusters Score -1541456 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1541504.375000 Penalty: 4674.543945
	Iteration 22Q: 3 clusters Score -1541504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1541546.500000 Penalty: 4674.543945
	Iteration 23Q: 3 clusters Score -1541546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1541573.625000 Penalty: 4674.543945
	Iteration 24Q: 3 clusters Score -1541574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1541588.750000 Penalty: 4674.543945
	Iteration 25Q: 3 clusters Score -1541589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1541607.000000 Penalty: 4674.543945
	Iteration 26Q: 3 clusters Score -1541607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1541624.000000 Penalty: 4674.543945
	Iteration 27Q: 3 clusters Score -1541624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1541636.500000 Penalty: 4674.543945
	Iteration 28Q: 3 clusters Score -1541636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1541649.500000 Penalty: 4674.543945
	Iteration 29Q: 3 clusters Score -1541650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1541654.250000 Penalty: 4674.543945
	Iteration 30Q: 3 clusters Score -1541654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1541660.625000 Penalty: 4674.543945
	Iteration 31Q: 3 clusters Score -1541661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1541671.250000 Penalty: 4674.543945
	Iteration 32Q: 3 clusters Score -1541671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1541672.500000 Penalty: 4674.543945
	Iteration 33Q: 3 clusters Score -1541672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1541674.500000 Penalty: 4674.543945
	Iteration 34Q: 3 clusters Score -1541674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1541677.500000 Penalty: 4674.543945
	Iteration 35Q: 3 clusters Score -1541678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1541680.625000 Penalty: 4674.543945
	Iteration 36Q: 3 clusters Score -1541681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1541682.000000 Penalty: 4674.543945
	Iteration 37Q: 3 clusters Score -1541682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1541685.750000 Penalty: 4674.543945
	Iteration 38Q: 3 clusters Score -1541686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1541686.250000 Penalty: 4674.543945
	Iteration 39Q: 3 clusters Score -1541686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1541690.250000 Penalty: 4674.543945
	Iteration 40F: 3 clusters Score -1541690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1541695.125000 Penalty: 4674.543945
	Iteration 41Q: 3 clusters Score -1541695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1541700.250000 Penalty: 4674.543945
	Iteration 42Q: 3 clusters Score -1541700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1541701.250000 Penalty: 4674.543945
	Iteration 43Q: 3 clusters Score -1541701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1541702.500000 Penalty: 4674.543945
	Iteration 44Q: 3 clusters Score -1541702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1541710.625000 Penalty: 4674.543945
	Iteration 45Q: 3 clusters Score -1541711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1541716.875000 Penalty: 4674.543945
	Iteration 46Q: 3 clusters Score -1541717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1541716.375000 Penalty: 4674.543945
	Iteration 47Q: 3 clusters Score -1541716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1541724.750000 Penalty: 4674.543945
	Iteration 48Q: 3 clusters Score -1541725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1541726.000000 Penalty: 4674.543945
	Iteration 49Q: 3 clusters Score -1541726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1541725.125000 Penalty: 4674.543945
	Iteration 50Q: 3 clusters Score -1541725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1541727.750000 Penalty: 4674.543945
	Iteration 51Q: 3 clusters Score -1541728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1541731.875000 Penalty: 4674.543945
	Iteration 52Q: 3 clusters Score -1541732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1541731.375000 Penalty: 4674.543945
	Iteration 53Q: 3 clusters Score -1541731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1541731.000000 Penalty: 4674.543945
	Iteration 54Q: 3 clusters Score -1541731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1541733.625000 Penalty: 4674.543945
	Iteration 55Q: 3 clusters Score -1541734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1541736.500000 Penalty: 4674.543945
	Iteration 56Q: 3 clusters Score -1541736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1541736.500000 Penalty: 4674.543945
	Iteration 57F: 3 clusters Score -1541736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Entering Unmasked Estep 
Score: -795258.625000 Penalty: 2171.110107
	Iteration 0F: 2 clusters Score -795258.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -789906.625000 Penalty: 4342.220215
	Iteration 0F: 3 clusters Score -789906.6 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -791263.562500 Penalty: 4342.220215
	Iteration 1F: 3 clusters Score -791263.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -791670.125000 Penalty: 4342.220215
	Iteration 2F: 3 clusters Score -791670.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -792112.062500 Penalty: 4342.220215
	Iteration 3F: 3 clusters Score -792112.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -792541.875000 Penalty: 4342.220215
	Iteration 4F: 3 clusters Score -792541.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -792912.750000 Penalty: 4342.220215
	Iteration 5F: 3 clusters Score -792912.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -793231.875000 Penalty: 4342.220215
	Iteration 6F: 3 clusters Score -793231.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -793474.937500 Penalty: 4342.220215
	Iteration 7Q: 3 clusters Score -793474.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -793635.875000 Penalty: 4342.220215
	Iteration 8Q: 3 clusters Score -793635.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -793755.687500 Penalty: 4342.220215
	Iteration 9Q: 3 clusters Score -793755.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -793839.937500 Penalty: 4342.220215
	Iteration 10Q: 3 clusters Score -793839.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -793895.125000 Penalty: 4342.220215
	Iteration 11Q: 3 clusters Score -793895.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -793933.687500 Penalty: 4342.220215
	Iteration 12Q: 3 clusters Score -793933.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -793964.312500 Penalty: 4342.220215
	Iteration 13Q: 3 clusters Score -793964.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -793986.875000 Penalty: 4342.220215
	Iteration 14Q: 3 clusters Score -793986.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -794002.187500 Penalty: 4342.220215
	Iteration 15Q: 3 clusters Score -794002.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -794012.812500 Penalty: 4342.220215
	Iteration 16Q: 3 clusters Score -794012.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -794019.375000 Penalty: 4342.220215
	Iteration 17Q: 3 clusters Score -794019.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -794022.687500 Penalty: 4342.220215
	Iteration 18Q: 3 clusters Score -794022.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -794033.562500 Penalty: 4342.220215
	Iteration 19Q: 3 clusters Score -794033.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -794042.375000 Penalty: 4342.220215
	Iteration 20F: 3 clusters Score -794042.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -794049.500000 Penalty: 4342.220215
	Iteration 21Q: 3 clusters Score -794049.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -794048.625000 Penalty: 4342.220215
	Iteration 22Q: 3 clusters Score -794048.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -794052.750000 Penalty: 4342.220215
	Iteration 23Q: 3 clusters Score -794052.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -794056.125000 Penalty: 4342.220215
	Iteration 24Q: 3 clusters Score -794056.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -794057.812500 Penalty: 4342.220215
	Iteration 25Q: 3 clusters Score -794057.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -794060.312500 Penalty: 4342.220215
	Iteration 26Q: 3 clusters Score -794060.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -794060.187500 Penalty: 4342.220215
	Iteration 27Q: 3 clusters Score -794060.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -794061.437500 Penalty: 4342.220215
	Iteration 28Q: 3 clusters Score -794061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -794063.500000 Penalty: 4342.220215
	Iteration 29Q: 3 clusters Score -794063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -794063.687500 Penalty: 4342.220215
	Iteration 30Q: 3 clusters Score -794063.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -794063.687500 Penalty: 4342.220215
	Iteration 31F: 3 clusters Score -794063.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Entering Unmasked Estep 
Score: -3519051.750000 Penalty: 2550.443115
	Iteration 0F: 2 clusters Score -3519052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3498951.500000 Penalty: 5100.886230
	Iteration 0F: 3 clusters Score -3498952 nChanged 13248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3506384.750000 Penalty: 5100.886230
	Iteration 1F: 3 clusters Score -3506385 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3506947.750000 Penalty: 5100.886230
	Iteration 2F: 3 clusters Score -3506948 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3507490.250000 Penalty: 5100.886230
	Iteration 3Q: 3 clusters Score -3507490 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3508033.250000 Penalty: 5100.886230
	Iteration 4Q: 3 clusters Score -3508033 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -3508699.750000 Penalty: 5100.886230
	Iteration 5Q: 3 clusters Score -3508700 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -3509482.000000 Penalty: 5100.886230
	Iteration 6Q: 3 clusters Score -3509482 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -3510416.250000 Penalty: 5100.886230
	Iteration 7F: 3 clusters Score -3510416 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3511436.500000 Penalty: 5100.886230
	Iteration 8F: 3 clusters Score -3511436 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3512374.750000 Penalty: 5100.886230
	Iteration 9F: 3 clusters Score -3512375 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3513213.500000 Penalty: 5100.886230
	Iteration 10Q: 3 clusters Score -3513214 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -3513952.000000 Penalty: 5100.886230
	Iteration 11Q: 3 clusters Score -3513952 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -3514539.750000 Penalty: 5100.886230
	Iteration 12Q: 3 clusters Score -3514540 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3514962.500000 Penalty: 5100.886230
	Iteration 13Q: 3 clusters Score -3514962 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -3515268.750000 Penalty: 5100.886230
	Iteration 14Q: 3 clusters Score -3515269 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -3515521.000000 Penalty: 5100.886230
	Iteration 15Q: 3 clusters Score -3515521 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -3515756.000000 Penalty: 5100.886230
	Iteration 16Q: 3 clusters Score -3515756 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3515925.500000 Penalty: 5100.886230
	Iteration 17Q: 3 clusters Score -3515926 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -3516080.750000 Penalty: 5100.886230
	Iteration 18Q: 3 clusters Score -3516081 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -3516225.000000 Penalty: 5100.886230
	Iteration 19Q: 3 clusters Score -3516225 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -3516374.250000 Penalty: 5100.886230
	Iteration 20F: 3 clusters Score -3516374 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -3516514.000000 Penalty: 5100.886230
	Iteration 21Q: 3 clusters Score -3516514 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -3516677.750000 Penalty: 5100.886230
	Iteration 22Q: 3 clusters Score -3516678 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -3516793.500000 Penalty: 5100.886230
	Iteration 23Q: 3 clusters Score -3516794 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3516913.000000 Penalty: 5100.886230
	Iteration 24Q: 3 clusters Score -3516913 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -3517022.750000 Penalty: 5100.886230
	Iteration 25Q: 3 clusters Score -3517023 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -3517136.250000 Penalty: 5100.886230
	Iteration 26Q: 3 clusters Score -3517136 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -3517223.250000 Penalty: 5100.886230
	Iteration 27Q: 3 clusters Score -3517223 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3517326.750000 Penalty: 5100.886230
	Iteration 28Q: 3 clusters Score -3517327 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -3517400.500000 Penalty: 5100.886230
	Iteration 29Q: 3 clusters Score -3517400 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -3517455.750000 Penalty: 5100.886230
	Iteration 30Q: 3 clusters Score -3517456 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -3517517.750000 Penalty: 5100.886230
	Iteration 31Q: 3 clusters Score -3517518 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -3517562.750000 Penalty: 5100.886230
	Iteration 32Q: 3 clusters Score -3517563 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -3517600.500000 Penalty: 5100.886230
	Iteration 33Q: 3 clusters Score -3517600 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3517604.000000 Penalty: 5100.886230
	Iteration 34Q: 3 clusters Score -3517604 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -3517629.750000 Penalty: 5100.886230
	Iteration 35Q: 3 clusters Score -3517630 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -3517640.250000 Penalty: 5100.886230
	Iteration 36Q: 3 clusters Score -3517640 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -3517645.500000 Penalty: 5100.886230
	Iteration 37Q: 3 clusters Score -3517646 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3517652.500000 Penalty: 5100.886230
	Iteration 38Q: 3 clusters Score -3517652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -3517660.750000 Penalty: 5100.886230
	Iteration 39Q: 3 clusters Score -3517661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3517665.000000 Penalty: 5100.886230
	Iteration 40F: 3 clusters Score -3517665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3517668.250000 Penalty: 5100.886230
	Iteration 41Q: 3 clusters Score -3517668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3517670.250000 Penalty: 5100.886230
	Iteration 42Q: 3 clusters Score -3517670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -3517670.500000 Penalty: 5100.886230
	Iteration 43Q: 3 clusters Score -3517670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3517670.250000 Penalty: 5100.886230
	Iteration 44Q: 3 clusters Score -3517670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3517670.250000 Penalty: 5100.886230
	Iteration 45Q: 3 clusters Score -3517670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -3517676.000000 Penalty: 5100.886230
	Iteration 46Q: 3 clusters Score -3517676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3517679.500000 Penalty: 5100.886230
	Iteration 47Q: 3 clusters Score -3517680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3517683.750000 Penalty: 5100.886230
	Iteration 48Q: 3 clusters Score -3517684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -3517695.250000 Penalty: 5100.886230
	Iteration 49Q: 3 clusters Score -3517695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3517696.750000 Penalty: 5100.886230
	Iteration 50Q: 3 clusters Score -3517697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -3517696.500000 Penalty: 5100.886230
	Iteration 51Q: 3 clusters Score -3517696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -3517702.750000 Penalty: 5100.886230
	Iteration 52Q: 3 clusters Score -3517703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -3517703.250000 Penalty: 5100.886230
	Iteration 53Q: 3 clusters Score -3517703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -3517706.000000 Penalty: 5100.886230
	Iteration 54Q: 3 clusters Score -3517706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3517709.250000 Penalty: 5100.886230
	Iteration 55Q: 3 clusters Score -3517709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3517704.500000 Penalty: 5100.886230
	Iteration 56Q: 3 clusters Score -3517704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -3517706.750000 Penalty: 5100.886230
	Iteration 57Q: 3 clusters Score -3517707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -3517706.750000 Penalty: 5100.886230
	Iteration 58Q: 3 clusters Score -3517707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -3517711.000000 Penalty: 5100.886230
	Iteration 59Q: 3 clusters Score -3517711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3517713.500000 Penalty: 5100.886230
	Iteration 60F: 3 clusters Score -3517714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -3517715.250000 Penalty: 5100.886230
	Iteration 61Q: 3 clusters Score -3517715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -3517713.000000 Penalty: 5100.886230
	Iteration 62Q: 3 clusters Score -3517713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3517715.000000 Penalty: 5100.886230
	Iteration 63Q: 3 clusters Score -3517715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3517712.000000 Penalty: 5100.886230
	Iteration 64Q: 3 clusters Score -3517712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3517716.750000 Penalty: 5100.886230
	Iteration 65Q: 3 clusters Score -3517717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -3517713.000000 Penalty: 5100.886230
	Iteration 66Q: 3 clusters Score -3517713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -3517717.500000 Penalty: 5100.886230
	Iteration 67Q: 3 clusters Score -3517718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3517710.750000 Penalty: 5100.886230
	Iteration 68Q: 3 clusters Score -3517711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -3517711.750000 Penalty: 5100.886230
	Iteration 69Q: 3 clusters Score -3517712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -3517710.000000 Penalty: 5100.886230
	Iteration 70Q: 3 clusters Score -3517710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3517710.500000 Penalty: 5100.886230
	Iteration 71Q: 3 clusters Score -3517710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3517710.750000 Penalty: 5100.886230
	Iteration 72Q: 3 clusters Score -3517711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -3517710.500000 Penalty: 5100.886230
	Iteration 73Q: 3 clusters Score -3517710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -3517716.000000 Penalty: 5100.886230
	Iteration 74Q: 3 clusters Score -3517716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3517715.250000 Penalty: 5100.886230
	Iteration 75Q: 3 clusters Score -3517715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -3517717.250000 Penalty: 5100.886230
	Iteration 76Q: 3 clusters Score -3517717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -3517717.250000 Penalty: 5100.886230
	Iteration 77F: 3 clusters Score -3517717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -60407.566406 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -60407.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58917.195312 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -58917.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -59168.789062 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -59168.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -59239.035156 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -59239.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -59262.308594 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -59262.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -59281.453125 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -59281.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59298.109375 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -59298.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59320.324219 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -59320.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59334.621094 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -59334.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59344.414062 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -59344.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59348.339844 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -59348.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59353.019531 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -59353.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59356.605469 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -59356.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59356.605469 Penalty: 3080.457520
	Iteration 12F: 3 clusters Score -59356.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -86951.812500 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -86951.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -85229.132812 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -85229.13 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85573.828125 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -85573.83 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85805.203125 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -85805.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86012.531250 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -86012.53 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -86156.992188 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -86156.99 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -86309.289062 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -86309.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -86439.031250 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -86439.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -86523.757812 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -86523.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86593.375000 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -86593.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -86627.539062 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -86627.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86642.601562 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -86642.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86648.687500 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -86648.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -86654.031250 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -86654.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -86654.031250 Penalty: 3312.457520
	Iteration 13F: 3 clusters Score -86654.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Entering Unmasked Estep 
Score: -807985.812500 Penalty: 2202.902100
	Iteration 0F: 2 clusters Score -807985.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -802076.562500 Penalty: 4405.804199
	Iteration 0F: 3 clusters Score -802076.6 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -803826.937500 Penalty: 4405.804199
	Iteration 1F: 3 clusters Score -803826.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -804198.687500 Penalty: 4405.804199
	Iteration 2F: 3 clusters Score -804198.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -804540.750000 Penalty: 4405.804199
	Iteration 3F: 3 clusters Score -804540.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -804916.750000 Penalty: 4405.804199
	Iteration 4F: 3 clusters Score -804916.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -805288.812500 Penalty: 4405.804199
	Iteration 5F: 3 clusters Score -805288.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -805665.750000 Penalty: 4405.804199
	Iteration 6F: 3 clusters Score -805665.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -806029.000000 Penalty: 4405.804199
	Iteration 7F: 3 clusters Score -806029 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -806335.000000 Penalty: 4405.804199
	Iteration 8Q: 3 clusters Score -806335 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -806557.062500 Penalty: 4405.804199
	Iteration 9Q: 3 clusters Score -806557.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -806714.500000 Penalty: 4405.804199
	Iteration 10Q: 3 clusters Score -806714.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -806852.875000 Penalty: 4405.804199
	Iteration 11Q: 3 clusters Score -806852.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -806950.875000 Penalty: 4405.804199
	Iteration 12Q: 3 clusters Score -806950.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -807013.625000 Penalty: 4405.804199
	Iteration 13Q: 3 clusters Score -807013.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -807058.500000 Penalty: 4405.804199
	Iteration 14Q: 3 clusters Score -807058.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -807094.187500 Penalty: 4405.804199
	Iteration 15Q: 3 clusters Score -807094.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -807119.625000 Penalty: 4405.804199
	Iteration 16Q: 3 clusters Score -807119.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -807141.000000 Penalty: 4405.804199
	Iteration 17Q: 3 clusters Score -807141 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -807162.187500 Penalty: 4405.804199
	Iteration 18Q: 3 clusters Score -807162.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -807186.812500 Penalty: 4405.804199
	Iteration 19Q: 3 clusters Score -807186.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -807211.562500 Penalty: 4405.804199
	Iteration 20F: 3 clusters Score -807211.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -807224.687500 Penalty: 4405.804199
	Iteration 21Q: 3 clusters Score -807224.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -807238.125000 Penalty: 4405.804199
	Iteration 22Q: 3 clusters Score -807238.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -807250.562500 Penalty: 4405.804199
	Iteration 23Q: 3 clusters Score -807250.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -807262.500000 Penalty: 4405.804199
	Iteration 24Q: 3 clusters Score -807262.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -807269.500000 Penalty: 4405.804199
	Iteration 25Q: 3 clusters Score -807269.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -807272.625000 Penalty: 4405.804199
	Iteration 26Q: 3 clusters Score -807272.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -807278.812500 Penalty: 4405.804199
	Iteration 27Q: 3 clusters Score -807278.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -807280.625000 Penalty: 4405.804199
	Iteration 28Q: 3 clusters Score -807280.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -807283.812500 Penalty: 4405.804199
	Iteration 29Q: 3 clusters Score -807283.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -807285.812500 Penalty: 4405.804199
	Iteration 30Q: 3 clusters Score -807285.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -807286.687500 Penalty: 4405.804199
	Iteration 31Q: 3 clusters Score -807286.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -807288.750000 Penalty: 4405.804199
	Iteration 32Q: 3 clusters Score -807288.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -807288.812500 Penalty: 4405.804199
	Iteration 33Q: 3 clusters Score -807288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -807290.125000 Penalty: 4405.804199
	Iteration 34Q: 3 clusters Score -807290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -807291.812500 Penalty: 4405.804199
	Iteration 35Q: 3 clusters Score -807291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -807291.000000 Penalty: 4405.804199
	Iteration 36Q: 3 clusters Score -807291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -807293.125000 Penalty: 4405.804199
	Iteration 37Q: 3 clusters Score -807293.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -807292.375000 Penalty: 4405.804199
	Iteration 38Q: 3 clusters Score -807292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -807292.187500 Penalty: 4405.804199
	Iteration 39Q: 3 clusters Score -807292.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -807292.062500 Penalty: 4405.804199
	Iteration 40F: 3 clusters Score -807292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -807293.437500 Penalty: 4405.804199
	Iteration 41Q: 3 clusters Score -807293.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -807293.250000 Penalty: 4405.804199
	Iteration 42Q: 3 clusters Score -807293.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -807296.000000 Penalty: 4405.804199
	Iteration 43Q: 3 clusters Score -807296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -807294.937500 Penalty: 4405.804199
	Iteration 44Q: 3 clusters Score -807294.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -807297.187500 Penalty: 4405.804199
	Iteration 45Q: 3 clusters Score -807297.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -807299.375000 Penalty: 4405.804199
	Iteration 46Q: 3 clusters Score -807299.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -807301.312500 Penalty: 4405.804199
	Iteration 47Q: 3 clusters Score -807301.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -807304.625000 Penalty: 4405.804199
	Iteration 48Q: 3 clusters Score -807304.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -807305.312500 Penalty: 4405.804199
	Iteration 49Q: 3 clusters Score -807305.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -807308.812500 Penalty: 4405.804199
	Iteration 50Q: 3 clusters Score -807308.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -807308.562500 Penalty: 4405.804199
	Iteration 51Q: 3 clusters Score -807308.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -807307.937500 Penalty: 4405.804199
	Iteration 52Q: 3 clusters Score -807307.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -807310.500000 Penalty: 4405.804199
	Iteration 53Q: 3 clusters Score -807310.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -807311.500000 Penalty: 4405.804199
	Iteration 54Q: 3 clusters Score -807311.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -807311.812500 Penalty: 4405.804199
	Iteration 55Q: 3 clusters Score -807311.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -807316.312500 Penalty: 4405.804199
	Iteration 56Q: 3 clusters Score -807316.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -807316.375000 Penalty: 4405.804199
	Iteration 57Q: 3 clusters Score -807316.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -807320.000000 Penalty: 4405.804199
	Iteration 58Q: 3 clusters Score -807320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -807322.625000 Penalty: 4405.804199
	Iteration 59Q: 3 clusters Score -807322.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -807322.875000 Penalty: 4405.804199
	Iteration 60F: 3 clusters Score -807322.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -807324.562500 Penalty: 4405.804199
	Iteration 61Q: 3 clusters Score -807324.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -807328.812500 Penalty: 4405.804199
	Iteration 62Q: 3 clusters Score -807328.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -807330.437500 Penalty: 4405.804199
	Iteration 63Q: 3 clusters Score -807330.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -807334.125000 Penalty: 4405.804199
	Iteration 64Q: 3 clusters Score -807334.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -807336.062500 Penalty: 4405.804199
	Iteration 65Q: 3 clusters Score -807336.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -807339.375000 Penalty: 4405.804199
	Iteration 66Q: 3 clusters Score -807339.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -807341.312500 Penalty: 4405.804199
	Iteration 67Q: 3 clusters Score -807341.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -807341.687500 Penalty: 4405.804199
	Iteration 68Q: 3 clusters Score -807341.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -807341.687500 Penalty: 4405.804199
	Iteration 69Q: 3 clusters Score -807341.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -807343.937500 Penalty: 4405.804199
	Iteration 70Q: 3 clusters Score -807343.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -807344.500000 Penalty: 4405.804199
	Iteration 71Q: 3 clusters Score -807344.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -807347.750000 Penalty: 4405.804199
	Iteration 72Q: 3 clusters Score -807347.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -807349.312500 Penalty: 4405.804199
	Iteration 73Q: 3 clusters Score -807349.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -807352.312500 Penalty: 4405.804199
	Iteration 74Q: 3 clusters Score -807352.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -807352.562500 Penalty: 4405.804199
	Iteration 75Q: 3 clusters Score -807352.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -807355.312500 Penalty: 4405.804199
	Iteration 76Q: 3 clusters Score -807355.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -807355.875000 Penalty: 4405.804199
	Iteration 77Q: 3 clusters Score -807355.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -807355.187500 Penalty: 4405.804199
	Iteration 78Q: 3 clusters Score -807355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -807357.562500 Penalty: 4405.804199
	Iteration 79Q: 3 clusters Score -807357.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -807357.562500 Penalty: 4405.804199
	Iteration 80F: 3 clusters Score -807357.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -80394.492188 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -80394.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78700.343750 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -78700.34 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79049.765625 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -79049.77 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -79210.265625 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -79210.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -79332.421875 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -79332.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -79432.023438 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -79432.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79529.523438 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -79529.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79618.210938 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -79618.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -79700.859375 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -79700.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79759.218750 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -79759.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -79832.507812 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -79832.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79887.992188 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -79887.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79934.546875 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -79934.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79964.804688 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -79964.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80025.640625 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -80025.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80080.734375 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -80080.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80102.164062 Penalty: 3274.210205
	Iteration 15Q: 3 clusters Score -80102.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -80106.609375 Penalty: 3274.210205
	Iteration 16Q: 3 clusters Score -80106.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80108.468750 Penalty: 3274.210205
	Iteration 17Q: 3 clusters Score -80108.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80108.468750 Penalty: 3274.210205
	Iteration 18F: 3 clusters Score -80108.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -292102.187500 Penalty: 1921.296875
	Iteration 0F: 2 clusters Score -292102.2 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 1155 members 
Entering Unmasked Estep 
Score: -289286.625000 Penalty: 3842.593750
	Iteration 0F: 3 clusters Score -289286.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -289794.843750 Penalty: 3842.593750
	Iteration 1F: 3 clusters Score -289794.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -289959.031250 Penalty: 3842.593750
	Iteration 2F: 3 clusters Score -289959 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -290064.593750 Penalty: 3842.593750
	Iteration 3Q: 3 clusters Score -290064.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -290134.218750 Penalty: 3842.593750
	Iteration 4Q: 3 clusters Score -290134.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -290185.843750 Penalty: 3842.593750
	Iteration 5Q: 3 clusters Score -290185.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -290232.250000 Penalty: 3842.593750
	Iteration 6Q: 3 clusters Score -290232.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -290265.062500 Penalty: 3842.593750
	Iteration 7Q: 3 clusters Score -290265.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -290294.281250 Penalty: 3842.593750
	Iteration 8Q: 3 clusters Score -290294.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -290310.500000 Penalty: 3842.593750
	Iteration 9Q: 3 clusters Score -290310.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -290326.593750 Penalty: 3842.593750
	Iteration 10Q: 3 clusters Score -290326.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -290341.375000 Penalty: 3842.593750
	Iteration 11Q: 3 clusters Score -290341.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -290354.843750 Penalty: 3842.593750
	Iteration 12Q: 3 clusters Score -290354.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -290363.468750 Penalty: 3842.593750
	Iteration 13Q: 3 clusters Score -290363.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -290374.718750 Penalty: 3842.593750
	Iteration 14Q: 3 clusters Score -290374.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -290388.781250 Penalty: 3842.593750
	Iteration 15Q: 3 clusters Score -290388.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -290397.375000 Penalty: 3842.593750
	Iteration 16Q: 3 clusters Score -290397.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -290403.750000 Penalty: 3842.593750
	Iteration 17Q: 3 clusters Score -290403.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -290408.125000 Penalty: 3842.593750
	Iteration 18Q: 3 clusters Score -290408.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -290412.968750 Penalty: 3842.593750
	Iteration 19Q: 3 clusters Score -290413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -290418.968750 Penalty: 3842.593750
	Iteration 20F: 3 clusters Score -290419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -290422.812500 Penalty: 3842.593750
	Iteration 21Q: 3 clusters Score -290422.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -290427.625000 Penalty: 3842.593750
	Iteration 22Q: 3 clusters Score -290427.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -290430.812500 Penalty: 3842.593750
	Iteration 23Q: 3 clusters Score -290430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -290433.375000 Penalty: 3842.593750
	Iteration 24Q: 3 clusters Score -290433.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -290435.531250 Penalty: 3842.593750
	Iteration 25Q: 3 clusters Score -290435.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -290437.000000 Penalty: 3842.593750
	Iteration 26Q: 3 clusters Score -290437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -290437.500000 Penalty: 3842.593750
	Iteration 27Q: 3 clusters Score -290437.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -290440.968750 Penalty: 3842.593750
	Iteration 28Q: 3 clusters Score -290441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -290445.093750 Penalty: 3842.593750
	Iteration 29Q: 3 clusters Score -290445.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -290446.812500 Penalty: 3842.593750
	Iteration 30Q: 3 clusters Score -290446.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -290448.343750 Penalty: 3842.593750
	Iteration 31Q: 3 clusters Score -290448.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -290450.093750 Penalty: 3842.593750
	Iteration 32Q: 3 clusters Score -290450.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -290450.937500 Penalty: 3842.593750
	Iteration 33Q: 3 clusters Score -290450.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -290451.406250 Penalty: 3842.593750
	Iteration 34Q: 3 clusters Score -290451.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -290451.687500 Penalty: 3842.593750
	Iteration 35Q: 3 clusters Score -290451.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -290452.250000 Penalty: 3842.593750
	Iteration 36Q: 3 clusters Score -290452.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -290452.250000 Penalty: 3842.593750
	Iteration 37F: 3 clusters Score -290452.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276390 members 
Mstep: Class 8 contains 17452 members 
Mstep: Class 9 contains 25910 members 
Mstep: Class 10 contains 160518 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41661 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29262 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7206 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833552.000000 Penalty: 76903.515625
Iteration 279Q: 24 clusters Score -9.083355e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276387 members 
Mstep: Class 8 contains 17465 members 
Mstep: Class 9 contains 25898 members 
Mstep: Class 10 contains 160518 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29260 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7208 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833600.000000 Penalty: 76903.515625
Iteration 280F: 24 clusters Score -9.08336e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276385 members 
Mstep: Class 8 contains 17478 members 
Mstep: Class 9 contains 25882 members 
Mstep: Class 10 contains 160520 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29261 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7210 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833608.000000 Penalty: 76903.515625
Iteration 281Q: 24 clusters Score -9.083361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276382 members 
Mstep: Class 8 contains 17494 members 
Mstep: Class 9 contains 25867 members 
Mstep: Class 10 contains 160522 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29261 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7210 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833576.000000 Penalty: 76903.515625
Iteration 282Q: 24 clusters Score -9.083358e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276378 members 
Mstep: Class 8 contains 17513 members 
Mstep: Class 9 contains 25851 members 
Mstep: Class 10 contains 160523 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29260 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7211 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833600.000000 Penalty: 76903.515625
Iteration 283Q: 24 clusters Score -9.08336e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276376 members 
Mstep: Class 8 contains 17529 members 
Mstep: Class 9 contains 25833 members 
Mstep: Class 10 contains 160523 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14466 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29261 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7213 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833552.000000 Penalty: 76903.515625
Iteration 284Q: 24 clusters Score -9.083355e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1313 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276373 members 
Mstep: Class 8 contains 17552 members 
Mstep: Class 9 contains 25813 members 
Mstep: Class 10 contains 160522 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12389 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29261 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 7214 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833520.000000 Penalty: 76903.515625
Iteration 285Q: 24 clusters Score -9.083352e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1314 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276369 members 
Mstep: Class 8 contains 17569 members 
Mstep: Class 9 contains 25794 members 
Mstep: Class 10 contains 160524 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12390 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29260 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7217 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833552.000000 Penalty: 76903.515625
Iteration 286Q: 24 clusters Score -9.083355e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1315 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 276366 members 
Mstep: Class 8 contains 17590 members 
Mstep: Class 9 contains 25778 members 
Mstep: Class 10 contains 160522 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12390 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29259 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7216 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833616.000000 Penalty: 76903.515625
Iteration 287Q: 24 clusters Score -9.083362e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276363 members 
Mstep: Class 8 contains 17611 members 
Mstep: Class 9 contains 25755 members 
Mstep: Class 10 contains 160524 members 
Mstep: Class 11 contains 441 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41663 members 
Mstep: Class 16 contains 12390 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29262 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7212 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833576.000000 Penalty: 76903.515625
Iteration 288Q: 24 clusters Score -9.083358e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1319 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276358 members 
Mstep: Class 8 contains 17625 members 
Mstep: Class 9 contains 25745 members 
Mstep: Class 10 contains 160521 members 
Mstep: Class 11 contains 441 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12390 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29268 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7209 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833576.000000 Penalty: 76903.515625
Iteration 289Q: 24 clusters Score -9.083358e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1319 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276358 members 
Mstep: Class 8 contains 17637 members 
Mstep: Class 9 contains 25731 members 
Mstep: Class 10 contains 160519 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12390 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29268 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7212 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833552.000000 Penalty: 76903.515625
Iteration 290Q: 24 clusters Score -9.083355e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1319 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276355 members 
Mstep: Class 8 contains 17654 members 
Mstep: Class 9 contains 25718 members 
Mstep: Class 10 contains 160519 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41661 members 
Mstep: Class 16 contains 12389 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29269 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7213 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833544.000000 Penalty: 76903.515625
Iteration 291Q: 24 clusters Score -9.083354e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1321 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276353 members 
Mstep: Class 8 contains 17666 members 
Mstep: Class 9 contains 25706 members 
Mstep: Class 10 contains 160518 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41662 members 
Mstep: Class 16 contains 12387 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29273 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7210 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833640.000000 Penalty: 76903.515625
Iteration 292Q: 24 clusters Score -9.083364e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276351 members 
Mstep: Class 8 contains 17669 members 
Mstep: Class 9 contains 25703 members 
Mstep: Class 10 contains 160518 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29279 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7205 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833648.000000 Penalty: 76903.515625
Iteration 293Q: 24 clusters Score -9.083365e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276345 members 
Mstep: Class 8 contains 17670 members 
Mstep: Class 9 contains 25698 members 
Mstep: Class 10 contains 160521 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41660 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29290 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7198 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833624.000000 Penalty: 76903.515625
Iteration 294Q: 24 clusters Score -9.083362e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276337 members 
Mstep: Class 8 contains 17674 members 
Mstep: Class 9 contains 25692 members 
Mstep: Class 10 contains 160528 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41661 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29290 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7201 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833576.000000 Penalty: 76903.515625
Iteration 295Q: 24 clusters Score -9.083358e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276331 members 
Mstep: Class 8 contains 17685 members 
Mstep: Class 9 contains 25682 members 
Mstep: Class 10 contains 160529 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41664 members 
Mstep: Class 16 contains 12387 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29291 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7202 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833576.000000 Penalty: 76903.515625
Iteration 296Q: 24 clusters Score -9.083358e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276331 members 
Mstep: Class 8 contains 17700 members 
Mstep: Class 9 contains 25670 members 
Mstep: Class 10 contains 160523 members 
Mstep: Class 11 contains 444 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41665 members 
Mstep: Class 16 contains 12386 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29294 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7200 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833616.000000 Penalty: 76903.515625
Iteration 297Q: 24 clusters Score -9.083362e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276330 members 
Mstep: Class 8 contains 17717 members 
Mstep: Class 9 contains 25656 members 
Mstep: Class 10 contains 160521 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41665 members 
Mstep: Class 16 contains 12386 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29298 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7191 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833624.000000 Penalty: 76903.515625
Iteration 298Q: 24 clusters Score -9.083362e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276326 members 
Mstep: Class 8 contains 17736 members 
Mstep: Class 9 contains 25644 members 
Mstep: Class 10 contains 160517 members 
Mstep: Class 11 contains 448 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41666 members 
Mstep: Class 16 contains 12384 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29299 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7191 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833664.000000 Penalty: 76903.515625
Iteration 299Q: 24 clusters Score -9.083366e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 13798 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276319 members 
Mstep: Class 8 contains 17752 members 
Mstep: Class 9 contains 25642 members 
Mstep: Class 10 contains 160509 members 
Mstep: Class 11 contains 450 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41666 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29299 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7192 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833664.000000 Penalty: 76903.515625
Iteration 300F: 24 clusters Score -9.083366e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276308 members 
Mstep: Class 8 contains 17770 members 
Mstep: Class 9 contains 25633 members 
Mstep: Class 10 contains 160508 members 
Mstep: Class 11 contains 455 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56891 members 
Mstep: Class 15 contains 41666 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29301 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7188 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833648.000000 Penalty: 76903.515625
Iteration 301Q: 24 clusters Score -9.083365e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 13800 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276307 members 
Mstep: Class 8 contains 17792 members 
Mstep: Class 9 contains 25611 members 
Mstep: Class 10 contains 160507 members 
Mstep: Class 11 contains 460 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56890 members 
Mstep: Class 15 contains 41668 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29301 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833640.000000 Penalty: 76903.515625
Iteration 302Q: 24 clusters Score -9.083364e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 13802 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276302 members 
Mstep: Class 8 contains 17814 members 
Mstep: Class 9 contains 25590 members 
Mstep: Class 10 contains 160508 members 
Mstep: Class 11 contains 461 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56890 members 
Mstep: Class 15 contains 41671 members 
Mstep: Class 16 contains 12379 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29300 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7177 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833720.000000 Penalty: 76903.515625
Iteration 303Q: 24 clusters Score -9.083372e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276297 members 
Mstep: Class 8 contains 17827 members 
Mstep: Class 9 contains 25577 members 
Mstep: Class 10 contains 160511 members 
Mstep: Class 11 contains 461 members 
Mstep: Class 12 contains 14463 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56889 members 
Mstep: Class 15 contains 41673 members 
Mstep: Class 16 contains 12379 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29299 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7178 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833784.000000 Penalty: 76903.515625
Iteration 304Q: 24 clusters Score -9.083378e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 13802 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276295 members 
Mstep: Class 8 contains 17841 members 
Mstep: Class 9 contains 25560 members 
Mstep: Class 10 contains 160517 members 
Mstep: Class 11 contains 462 members 
Mstep: Class 12 contains 14463 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56888 members 
Mstep: Class 15 contains 41673 members 
Mstep: Class 16 contains 12379 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29296 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7179 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833760.000000 Penalty: 76903.515625
Iteration 305Q: 24 clusters Score -9.083376e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 13802 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276289 members 
Mstep: Class 8 contains 17848 members 
Mstep: Class 9 contains 25554 members 
Mstep: Class 10 contains 160521 members 
Mstep: Class 11 contains 465 members 
Mstep: Class 12 contains 14463 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56885 members 
Mstep: Class 15 contains 41674 members 
Mstep: Class 16 contains 12379 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29292 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833808.000000 Penalty: 76903.515625
Iteration 306Q: 24 clusters Score -9.083381e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13802 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276280 members 
Mstep: Class 8 contains 17853 members 
Mstep: Class 9 contains 25551 members 
Mstep: Class 10 contains 160527 members 
Mstep: Class 11 contains 466 members 
Mstep: Class 12 contains 14464 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56884 members 
Mstep: Class 15 contains 41673 members 
Mstep: Class 16 contains 12379 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29296 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7177 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833752.000000 Penalty: 76903.515625
Iteration 307Q: 24 clusters Score -9.083375e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 13802 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276272 members 
Mstep: Class 8 contains 17858 members 
Mstep: Class 9 contains 25550 members 
Mstep: Class 10 contains 160531 members 
Mstep: Class 11 contains 467 members 
Mstep: Class 12 contains 14463 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56884 members 
Mstep: Class 15 contains 41673 members 
Mstep: Class 16 contains 12373 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29302 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7180 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833776.000000 Penalty: 76903.515625
Iteration 308Q: 24 clusters Score -9.083378e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276267 members 
Mstep: Class 8 contains 17868 members 
Mstep: Class 9 contains 25543 members 
Mstep: Class 10 contains 160529 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14462 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56885 members 
Mstep: Class 15 contains 41673 members 
Mstep: Class 16 contains 12369 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29301 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7186 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833880.000000 Penalty: 76903.515625
Iteration 309Q: 24 clusters Score -9.083388e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276265 members 
Mstep: Class 8 contains 17876 members 
Mstep: Class 9 contains 25538 members 
Mstep: Class 10 contains 160527 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14459 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56885 members 
Mstep: Class 15 contains 41672 members 
Mstep: Class 16 contains 12368 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29301 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7191 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833848.000000 Penalty: 76903.515625
Iteration 310Q: 24 clusters Score -9.083385e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276257 members 
Mstep: Class 8 contains 17894 members 
Mstep: Class 9 contains 25525 members 
Mstep: Class 10 contains 160528 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14458 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56885 members 
Mstep: Class 15 contains 41673 members 
Mstep: Class 16 contains 12368 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29300 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7193 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833912.000000 Penalty: 76903.515625
Iteration 311Q: 24 clusters Score -9.083391e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5277 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276247 members 
Mstep: Class 8 contains 17908 members 
Mstep: Class 9 contains 25522 members 
Mstep: Class 10 contains 160525 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14458 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56884 members 
Mstep: Class 15 contains 41674 members 
Mstep: Class 16 contains 12368 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29301 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833792.000000 Penalty: 76903.515625
Iteration 312Q: 24 clusters Score -9.083379e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276245 members 
Mstep: Class 8 contains 17911 members 
Mstep: Class 9 contains 25516 members 
Mstep: Class 10 contains 160525 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56883 members 
Mstep: Class 15 contains 41675 members 
Mstep: Class 16 contains 12369 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29301 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7198 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833784.000000 Penalty: 76903.515625
Iteration 313Q: 24 clusters Score -9.083378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276244 members 
Mstep: Class 8 contains 17913 members 
Mstep: Class 9 contains 25510 members 
Mstep: Class 10 contains 160527 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56883 members 
Mstep: Class 15 contains 41675 members 
Mstep: Class 16 contains 12370 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29301 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7199 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833800.000000 Penalty: 76903.515625
Iteration 314Q: 24 clusters Score -9.08338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276243 members 
Mstep: Class 8 contains 17915 members 
Mstep: Class 9 contains 25510 members 
Mstep: Class 10 contains 160527 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56881 members 
Mstep: Class 15 contains 41675 members 
Mstep: Class 16 contains 12368 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29303 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7200 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833784.000000 Penalty: 76903.515625
Iteration 315Q: 24 clusters Score -9.083378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276245 members 
Mstep: Class 8 contains 17919 members 
Mstep: Class 9 contains 25506 members 
Mstep: Class 10 contains 160529 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56879 members 
Mstep: Class 15 contains 41675 members 
Mstep: Class 16 contains 12364 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29304 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7201 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833792.000000 Penalty: 76903.515625
Iteration 316Q: 24 clusters Score -9.083379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276240 members 
Mstep: Class 8 contains 17919 members 
Mstep: Class 9 contains 25512 members 
Mstep: Class 10 contains 160528 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56878 members 
Mstep: Class 15 contains 41676 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29304 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7201 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833840.000000 Penalty: 76903.515625
Iteration 317Q: 24 clusters Score -9.083384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276235 members 
Mstep: Class 8 contains 17921 members 
Mstep: Class 9 contains 25514 members 
Mstep: Class 10 contains 160529 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56878 members 
Mstep: Class 15 contains 41676 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29304 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7201 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833824.000000 Penalty: 76903.515625
Iteration 318Q: 24 clusters Score -9.083382e+07 nChanged 8
Entering ConstructFrom: 
Score: -90833824.000000 Penalty: 76903.515625
Entering ConstructFrom: 
Trying to split cluster 1 (39593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Entering Unmasked Estep 
Score: -5074539.500000 Penalty: 2625.429199
	Iteration 0F: 2 clusters Score -5074540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -5047672.500000 Penalty: 5250.858398
	Iteration 0F: 3 clusters Score -5047672 nChanged 18140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -5057449.000000 Penalty: 5250.858398
	Iteration 1F: 3 clusters Score -5057449 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -5058040.000000 Penalty: 5250.858398
	Iteration 2Q: 3 clusters Score -5058040 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -5058761.500000 Penalty: 5250.858398
	Iteration 3Q: 3 clusters Score -5058762 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -5059772.000000 Penalty: 5250.858398
	Iteration 4F: 3 clusters Score -5059772 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -5061142.500000 Penalty: 5250.858398
	Iteration 5F: 3 clusters Score -5061142 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -5062826.000000 Penalty: 5250.858398
	Iteration 6F: 3 clusters Score -5062826 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -5064729.000000 Penalty: 5250.858398
	Iteration 7F: 3 clusters Score -5064729 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -5066607.500000 Penalty: 5250.858398
	Iteration 8F: 3 clusters Score -5066608 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -5068317.000000 Penalty: 5250.858398
	Iteration 9F: 3 clusters Score -5068317 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -5069575.500000 Penalty: 5250.858398
	Iteration 10Q: 3 clusters Score -5069576 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -5070422.500000 Penalty: 5250.858398
	Iteration 11Q: 3 clusters Score -5070422 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -5071021.000000 Penalty: 5250.858398
	Iteration 12Q: 3 clusters Score -5071021 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -5071381.000000 Penalty: 5250.858398
	Iteration 13Q: 3 clusters Score -5071381 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -5071656.000000 Penalty: 5250.858398
	Iteration 14Q: 3 clusters Score -5071656 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -5071925.000000 Penalty: 5250.858398
	Iteration 15Q: 3 clusters Score -5071925 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -5072129.500000 Penalty: 5250.858398
	Iteration 16Q: 3 clusters Score -5072130 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -5072280.500000 Penalty: 5250.858398
	Iteration 17Q: 3 clusters Score -5072280 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -5072398.000000 Penalty: 5250.858398
	Iteration 18Q: 3 clusters Score -5072398 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -5072477.500000 Penalty: 5250.858398
	Iteration 19Q: 3 clusters Score -5072478 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -5072549.500000 Penalty: 5250.858398
	Iteration 20F: 3 clusters Score -5072550 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -5072608.000000 Penalty: 5250.858398
	Iteration 21Q: 3 clusters Score -5072608 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -5072651.500000 Penalty: 5250.858398
	Iteration 22Q: 3 clusters Score -5072652 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -5072680.500000 Penalty: 5250.858398
	Iteration 23Q: 3 clusters Score -5072680 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -5072721.000000 Penalty: 5250.858398
	Iteration 24Q: 3 clusters Score -5072721 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -5072731.500000 Penalty: 5250.858398
	Iteration 25Q: 3 clusters Score -5072732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -5072748.500000 Penalty: 5250.858398
	Iteration 26Q: 3 clusters Score -5072748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -5072771.500000 Penalty: 5250.858398
	Iteration 27Q: 3 clusters Score -5072772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -5072778.000000 Penalty: 5250.858398
	Iteration 28Q: 3 clusters Score -5072778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -5072794.000000 Penalty: 5250.858398
	Iteration 29Q: 3 clusters Score -5072794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -5072799.000000 Penalty: 5250.858398
	Iteration 30Q: 3 clusters Score -5072799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -5072804.000000 Penalty: 5250.858398
	Iteration 31Q: 3 clusters Score -5072804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -5072808.500000 Penalty: 5250.858398
	Iteration 32Q: 3 clusters Score -5072808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -5072814.500000 Penalty: 5250.858398
	Iteration 33Q: 3 clusters Score -5072814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -5072820.000000 Penalty: 5250.858398
	Iteration 34Q: 3 clusters Score -5072820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -5072818.500000 Penalty: 5250.858398
	Iteration 35Q: 3 clusters Score -5072818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -5072824.500000 Penalty: 5250.858398
	Iteration 36Q: 3 clusters Score -5072824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -5072828.500000 Penalty: 5250.858398
	Iteration 37Q: 3 clusters Score -5072828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -5072830.000000 Penalty: 5250.858398
	Iteration 38Q: 3 clusters Score -5072830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -5072836.500000 Penalty: 5250.858398
	Iteration 39Q: 3 clusters Score -5072836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -5072840.500000 Penalty: 5250.858398
	Iteration 40F: 3 clusters Score -5072840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -5072837.000000 Penalty: 5250.858398
	Iteration 41Q: 3 clusters Score -5072837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -5072837.500000 Penalty: 5250.858398
	Iteration 42Q: 3 clusters Score -5072838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -5072837.500000 Penalty: 5250.858398
	Iteration 43Q: 3 clusters Score -5072838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -5072837.500000 Penalty: 5250.858398
	Iteration 44Q: 3 clusters Score -5072838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -5072839.000000 Penalty: 5250.858398
	Iteration 45Q: 3 clusters Score -5072839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -5072844.000000 Penalty: 5250.858398
	Iteration 46Q: 3 clusters Score -5072844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -5072846.000000 Penalty: 5250.858398
	Iteration 47Q: 3 clusters Score -5072846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -5072846.500000 Penalty: 5250.858398
	Iteration 48Q: 3 clusters Score -5072846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -5072848.000000 Penalty: 5250.858398
	Iteration 49Q: 3 clusters Score -5072848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -5072851.000000 Penalty: 5250.858398
	Iteration 50Q: 3 clusters Score -5072851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -5072846.500000 Penalty: 5250.858398
	Iteration 51Q: 3 clusters Score -5072846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -5072851.000000 Penalty: 5250.858398
	Iteration 52Q: 3 clusters Score -5072851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -5072845.000000 Penalty: 5250.858398
	Iteration 53Q: 3 clusters Score -5072845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -5072857.500000 Penalty: 5250.858398
	Iteration 54Q: 3 clusters Score -5072858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -5072854.500000 Penalty: 5250.858398
	Iteration 55Q: 3 clusters Score -5072854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -5072858.000000 Penalty: 5250.858398
	Iteration 56Q: 3 clusters Score -5072858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -5072857.500000 Penalty: 5250.858398
	Iteration 57Q: 3 clusters Score -5072858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -5072856.500000 Penalty: 5250.858398
	Iteration 58Q: 3 clusters Score -5072856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -5072859.500000 Penalty: 5250.858398
	Iteration 59Q: 3 clusters Score -5072860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -5072859.500000 Penalty: 5250.858398
	Iteration 60F: 3 clusters Score -5072860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Entering Unmasked Estep 
Score: -1826924.500000 Penalty: 2364.094971
	Iteration 0F: 2 clusters Score -1826924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1816820.750000 Penalty: 4728.189941
	Iteration 0F: 3 clusters Score -1816821 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1819992.375000 Penalty: 4728.189941
	Iteration 1F: 3 clusters Score -1819992 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1820357.125000 Penalty: 4728.189941
	Iteration 2F: 3 clusters Score -1820357 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1820628.375000 Penalty: 4728.189941
	Iteration 3Q: 3 clusters Score -1820628 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1820864.125000 Penalty: 4728.189941
	Iteration 4Q: 3 clusters Score -1820864 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1821078.125000 Penalty: 4728.189941
	Iteration 5Q: 3 clusters Score -1821078 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1821276.875000 Penalty: 4728.189941
	Iteration 6Q: 3 clusters Score -1821277 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1821515.000000 Penalty: 4728.189941
	Iteration 7Q: 3 clusters Score -1821515 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1821797.875000 Penalty: 4728.189941
	Iteration 8Q: 3 clusters Score -1821798 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1822147.125000 Penalty: 4728.189941
	Iteration 9Q: 3 clusters Score -1822147 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1822546.875000 Penalty: 4728.189941
	Iteration 10Q: 3 clusters Score -1822547 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1822958.375000 Penalty: 4728.189941
	Iteration 11Q: 3 clusters Score -1822958 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1823326.500000 Penalty: 4728.189941
	Iteration 12Q: 3 clusters Score -1823326 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1823656.750000 Penalty: 4728.189941
	Iteration 13Q: 3 clusters Score -1823657 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1823926.000000 Penalty: 4728.189941
	Iteration 14Q: 3 clusters Score -1823926 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1824139.875000 Penalty: 4728.189941
	Iteration 15Q: 3 clusters Score -1824140 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1824293.125000 Penalty: 4728.189941
	Iteration 16Q: 3 clusters Score -1824293 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1824409.125000 Penalty: 4728.189941
	Iteration 17Q: 3 clusters Score -1824409 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1824482.625000 Penalty: 4728.189941
	Iteration 18Q: 3 clusters Score -1824483 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1824542.750000 Penalty: 4728.189941
	Iteration 19Q: 3 clusters Score -1824543 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1824589.625000 Penalty: 4728.189941
	Iteration 20F: 3 clusters Score -1824590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1824620.875000 Penalty: 4728.189941
	Iteration 21Q: 3 clusters Score -1824621 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1824649.500000 Penalty: 4728.189941
	Iteration 22Q: 3 clusters Score -1824650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1824667.875000 Penalty: 4728.189941
	Iteration 23Q: 3 clusters Score -1824668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1824687.750000 Penalty: 4728.189941
	Iteration 24Q: 3 clusters Score -1824688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1824718.250000 Penalty: 4728.189941
	Iteration 25Q: 3 clusters Score -1824718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1824740.500000 Penalty: 4728.189941
	Iteration 26Q: 3 clusters Score -1824740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1824766.000000 Penalty: 4728.189941
	Iteration 27Q: 3 clusters Score -1824766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1824787.500000 Penalty: 4728.189941
	Iteration 28Q: 3 clusters Score -1824788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1824812.500000 Penalty: 4728.189941
	Iteration 29Q: 3 clusters Score -1824812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1824820.625000 Penalty: 4728.189941
	Iteration 30Q: 3 clusters Score -1824821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1824835.625000 Penalty: 4728.189941
	Iteration 31Q: 3 clusters Score -1824836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1824846.750000 Penalty: 4728.189941
	Iteration 32Q: 3 clusters Score -1824847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1824864.250000 Penalty: 4728.189941
	Iteration 33Q: 3 clusters Score -1824864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1824875.125000 Penalty: 4728.189941
	Iteration 34Q: 3 clusters Score -1824875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1824878.750000 Penalty: 4728.189941
	Iteration 35Q: 3 clusters Score -1824879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1824882.875000 Penalty: 4728.189941
	Iteration 36Q: 3 clusters Score -1824883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1824890.125000 Penalty: 4728.189941
	Iteration 37Q: 3 clusters Score -1824890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1824900.375000 Penalty: 4728.189941
	Iteration 38Q: 3 clusters Score -1824900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1824907.875000 Penalty: 4728.189941
	Iteration 39Q: 3 clusters Score -1824908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1824910.375000 Penalty: 4728.189941
	Iteration 40F: 3 clusters Score -1824910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1824913.000000 Penalty: 4728.189941
	Iteration 41Q: 3 clusters Score -1824913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1824913.375000 Penalty: 4728.189941
	Iteration 42Q: 3 clusters Score -1824913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1824914.625000 Penalty: 4728.189941
	Iteration 43Q: 3 clusters Score -1824915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1824917.250000 Penalty: 4728.189941
	Iteration 44Q: 3 clusters Score -1824917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1824917.250000 Penalty: 4728.189941
	Iteration 45F: 3 clusters Score -1824917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -151199.000000 Penalty: 1782.351440
	Iteration 0F: 2 clusters Score -151199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -149106.406250 Penalty: 3564.702881
	Iteration 0F: 3 clusters Score -149106.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -149798.937500 Penalty: 3564.702881
	Iteration 1F: 3 clusters Score -149798.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -150061.937500 Penalty: 3564.702881
	Iteration 2F: 3 clusters Score -150061.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -150291.125000 Penalty: 3564.702881
	Iteration 3F: 3 clusters Score -150291.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -150437.890625 Penalty: 3564.702881
	Iteration 4F: 3 clusters Score -150437.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -150516.078125 Penalty: 3564.702881
	Iteration 5Q: 3 clusters Score -150516.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -150558.546875 Penalty: 3564.702881
	Iteration 6Q: 3 clusters Score -150558.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -150606.781250 Penalty: 3564.702881
	Iteration 7Q: 3 clusters Score -150606.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -150619.265625 Penalty: 3564.702881
	Iteration 8Q: 3 clusters Score -150619.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -150634.828125 Penalty: 3564.702881
	Iteration 9Q: 3 clusters Score -150634.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -150654.656250 Penalty: 3564.702881
	Iteration 10Q: 3 clusters Score -150654.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -150673.000000 Penalty: 3564.702881
	Iteration 11Q: 3 clusters Score -150673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -150691.109375 Penalty: 3564.702881
	Iteration 12Q: 3 clusters Score -150691.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -150702.734375 Penalty: 3564.702881
	Iteration 13Q: 3 clusters Score -150702.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -150713.734375 Penalty: 3564.702881
	Iteration 14Q: 3 clusters Score -150713.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -150727.046875 Penalty: 3564.702881
	Iteration 15Q: 3 clusters Score -150727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -150730.171875 Penalty: 3564.702881
	Iteration 16Q: 3 clusters Score -150730.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -150730.171875 Penalty: 3564.702881
	Iteration 17F: 3 clusters Score -150730.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Entering Unmasked Estep 
Score: -691888.312500 Penalty: 2125.729980
	Iteration 0F: 2 clusters Score -691888.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -687126.750000 Penalty: 4251.459961
	Iteration 0F: 3 clusters Score -687126.8 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -688275.250000 Penalty: 4251.459961
	Iteration 1F: 3 clusters Score -688275.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -688504.500000 Penalty: 4251.459961
	Iteration 2F: 3 clusters Score -688504.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -688653.625000 Penalty: 4251.459961
	Iteration 3F: 3 clusters Score -688653.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -688741.062500 Penalty: 4251.459961
	Iteration 4Q: 3 clusters Score -688741.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -688806.125000 Penalty: 4251.459961
	Iteration 5Q: 3 clusters Score -688806.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -688868.437500 Penalty: 4251.459961
	Iteration 6Q: 3 clusters Score -688868.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -688904.000000 Penalty: 4251.459961
	Iteration 7Q: 3 clusters Score -688904 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -688930.750000 Penalty: 4251.459961
	Iteration 8Q: 3 clusters Score -688930.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -688958.687500 Penalty: 4251.459961
	Iteration 9Q: 3 clusters Score -688958.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -688981.250000 Penalty: 4251.459961
	Iteration 10Q: 3 clusters Score -688981.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -689001.000000 Penalty: 4251.459961
	Iteration 11Q: 3 clusters Score -689001 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -689011.937500 Penalty: 4251.459961
	Iteration 12Q: 3 clusters Score -689011.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -689024.437500 Penalty: 4251.459961
	Iteration 13Q: 3 clusters Score -689024.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -689038.562500 Penalty: 4251.459961
	Iteration 14Q: 3 clusters Score -689038.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -689049.250000 Penalty: 4251.459961
	Iteration 15Q: 3 clusters Score -689049.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -689059.000000 Penalty: 4251.459961
	Iteration 16Q: 3 clusters Score -689059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -689070.125000 Penalty: 4251.459961
	Iteration 17Q: 3 clusters Score -689070.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -689081.687500 Penalty: 4251.459961
	Iteration 18Q: 3 clusters Score -689081.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -689098.937500 Penalty: 4251.459961
	Iteration 19Q: 3 clusters Score -689098.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -689114.750000 Penalty: 4251.459961
	Iteration 20F: 3 clusters Score -689114.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -689134.125000 Penalty: 4251.459961
	Iteration 21Q: 3 clusters Score -689134.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -689150.937500 Penalty: 4251.459961
	Iteration 22Q: 3 clusters Score -689150.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -689166.312500 Penalty: 4251.459961
	Iteration 23Q: 3 clusters Score -689166.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -689181.437500 Penalty: 4251.459961
	Iteration 24Q: 3 clusters Score -689181.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -689200.062500 Penalty: 4251.459961
	Iteration 25Q: 3 clusters Score -689200.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -689222.937500 Penalty: 4251.459961
	Iteration 26Q: 3 clusters Score -689222.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -689244.937500 Penalty: 4251.459961
	Iteration 27Q: 3 clusters Score -689244.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -689275.812500 Penalty: 4251.459961
	Iteration 28Q: 3 clusters Score -689275.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -689310.937500 Penalty: 4251.459961
	Iteration 29Q: 3 clusters Score -689310.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -689346.062500 Penalty: 4251.459961
	Iteration 30Q: 3 clusters Score -689346.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -689384.312500 Penalty: 4251.459961
	Iteration 31Q: 3 clusters Score -689384.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -689430.062500 Penalty: 4251.459961
	Iteration 32Q: 3 clusters Score -689430.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -689491.375000 Penalty: 4251.459961
	Iteration 33Q: 3 clusters Score -689491.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -689547.062500 Penalty: 4251.459961
	Iteration 34Q: 3 clusters Score -689547.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -689591.750000 Penalty: 4251.459961
	Iteration 35Q: 3 clusters Score -689591.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -689622.937500 Penalty: 4251.459961
	Iteration 36Q: 3 clusters Score -689622.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -689659.312500 Penalty: 4251.459961
	Iteration 37Q: 3 clusters Score -689659.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -689698.000000 Penalty: 4251.459961
	Iteration 38Q: 3 clusters Score -689698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -689735.937500 Penalty: 4251.459961
	Iteration 39Q: 3 clusters Score -689735.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -689764.687500 Penalty: 4251.459961
	Iteration 40F: 3 clusters Score -689764.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -689789.750000 Penalty: 4251.459961
	Iteration 41Q: 3 clusters Score -689789.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -689815.125000 Penalty: 4251.459961
	Iteration 42Q: 3 clusters Score -689815.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -689841.562500 Penalty: 4251.459961
	Iteration 43Q: 3 clusters Score -689841.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -689863.625000 Penalty: 4251.459961
	Iteration 44Q: 3 clusters Score -689863.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -689885.687500 Penalty: 4251.459961
	Iteration 45Q: 3 clusters Score -689885.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -689911.125000 Penalty: 4251.459961
	Iteration 46Q: 3 clusters Score -689911.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -689936.187500 Penalty: 4251.459961
	Iteration 47Q: 3 clusters Score -689936.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -689958.937500 Penalty: 4251.459961
	Iteration 48Q: 3 clusters Score -689958.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -689976.625000 Penalty: 4251.459961
	Iteration 49Q: 3 clusters Score -689976.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -689994.375000 Penalty: 4251.459961
	Iteration 50Q: 3 clusters Score -689994.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -690012.687500 Penalty: 4251.459961
	Iteration 51Q: 3 clusters Score -690012.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -690020.000000 Penalty: 4251.459961
	Iteration 52Q: 3 clusters Score -690020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -690027.062500 Penalty: 4251.459961
	Iteration 53Q: 3 clusters Score -690027.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -690033.562500 Penalty: 4251.459961
	Iteration 54Q: 3 clusters Score -690033.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -690035.125000 Penalty: 4251.459961
	Iteration 55Q: 3 clusters Score -690035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -690037.687500 Penalty: 4251.459961
	Iteration 56Q: 3 clusters Score -690037.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -690039.062500 Penalty: 4251.459961
	Iteration 57Q: 3 clusters Score -690039.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -690039.437500 Penalty: 4251.459961
	Iteration 58Q: 3 clusters Score -690039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -690040.312500 Penalty: 4251.459961
	Iteration 59Q: 3 clusters Score -690040.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -690040.312500 Penalty: 4251.459961
	Iteration 60F: 3 clusters Score -690040.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Entering Unmasked Estep 
Score: -285099.156250 Penalty: 1914.674561
	Iteration 0F: 2 clusters Score -285099.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -282257.750000 Penalty: 3829.349121
	Iteration 0F: 3 clusters Score -282257.8 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -282757.343750 Penalty: 3829.349121
	Iteration 1F: 3 clusters Score -282757.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -282880.625000 Penalty: 3829.349121
	Iteration 2F: 3 clusters Score -282880.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -282947.125000 Penalty: 3829.349121
	Iteration 3Q: 3 clusters Score -282947.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -282993.125000 Penalty: 3829.349121
	Iteration 4Q: 3 clusters Score -282993.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -283029.062500 Penalty: 3829.349121
	Iteration 5Q: 3 clusters Score -283029.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -283056.968750 Penalty: 3829.349121
	Iteration 6Q: 3 clusters Score -283057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -283075.687500 Penalty: 3829.349121
	Iteration 7Q: 3 clusters Score -283075.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -283090.031250 Penalty: 3829.349121
	Iteration 8Q: 3 clusters Score -283090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -283099.750000 Penalty: 3829.349121
	Iteration 9Q: 3 clusters Score -283099.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -283110.812500 Penalty: 3829.349121
	Iteration 10Q: 3 clusters Score -283110.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -283121.843750 Penalty: 3829.349121
	Iteration 11Q: 3 clusters Score -283121.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -283133.843750 Penalty: 3829.349121
	Iteration 12Q: 3 clusters Score -283133.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -283141.812500 Penalty: 3829.349121
	Iteration 13Q: 3 clusters Score -283141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -283144.968750 Penalty: 3829.349121
	Iteration 14Q: 3 clusters Score -283145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -283149.531250 Penalty: 3829.349121
	Iteration 15Q: 3 clusters Score -283149.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -283155.031250 Penalty: 3829.349121
	Iteration 16Q: 3 clusters Score -283155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -283157.843750 Penalty: 3829.349121
	Iteration 17Q: 3 clusters Score -283157.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -283164.468750 Penalty: 3829.349121
	Iteration 18Q: 3 clusters Score -283164.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -283171.000000 Penalty: 3829.349121
	Iteration 19Q: 3 clusters Score -283171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283175.062500 Penalty: 3829.349121
	Iteration 20F: 3 clusters Score -283175.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283178.437500 Penalty: 3829.349121
	Iteration 21Q: 3 clusters Score -283178.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -283180.593750 Penalty: 3829.349121
	Iteration 22Q: 3 clusters Score -283180.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283182.843750 Penalty: 3829.349121
	Iteration 23Q: 3 clusters Score -283182.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283185.343750 Penalty: 3829.349121
	Iteration 24Q: 3 clusters Score -283185.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -283188.812500 Penalty: 3829.349121
	Iteration 25Q: 3 clusters Score -283188.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283193.375000 Penalty: 3829.349121
	Iteration 26Q: 3 clusters Score -283193.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283194.062500 Penalty: 3829.349121
	Iteration 27Q: 3 clusters Score -283194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283194.968750 Penalty: 3829.349121
	Iteration 28Q: 3 clusters Score -283195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283195.812500 Penalty: 3829.349121
	Iteration 29Q: 3 clusters Score -283195.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -283196.187500 Penalty: 3829.349121
	Iteration 30Q: 3 clusters Score -283196.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -283197.531250 Penalty: 3829.349121
	Iteration 31Q: 3 clusters Score -283197.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -283198.312500 Penalty: 3829.349121
	Iteration 32Q: 3 clusters Score -283198.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -283200.062500 Penalty: 3829.349121
	Iteration 33Q: 3 clusters Score -283200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -283201.531250 Penalty: 3829.349121
	Iteration 34Q: 3 clusters Score -283201.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -283203.312500 Penalty: 3829.349121
	Iteration 35Q: 3 clusters Score -283203.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -283204.062500 Penalty: 3829.349121
	Iteration 36Q: 3 clusters Score -283204.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -283204.562500 Penalty: 3829.349121
	Iteration 37Q: 3 clusters Score -283204.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -283204.875000 Penalty: 3829.349121
	Iteration 38Q: 3 clusters Score -283204.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -283204.875000 Penalty: 3829.349121
	Iteration 39F: 3 clusters Score -283204.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -62335.070312 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -62335.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60755.414062 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -60755.41 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61189.324219 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -61189.32 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61481.273438 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -61481.27 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62174.921875 Penalty: 3158.620605
	Iteration 3F: 3 clusters Score -62174.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62323.562500 Penalty: 3158.620605
	Iteration 4F: 3 clusters Score -62323.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62430.238281 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -62430.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -62486.367188 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -62486.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62501.839844 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -62501.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -62505.898438 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -62505.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -62507.039062 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -62507.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -62507.039062 Penalty: 3158.620605
	Iteration 10F: 3 clusters Score -62507.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 375 members 
Mstep: Class 7 contains 276234 members 
Mstep: Class 8 contains 17924 members 
Mstep: Class 9 contains 25513 members 
Mstep: Class 10 contains 160528 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56878 members 
Mstep: Class 15 contains 41675 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29305 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7201 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 208 members 
Entering Unmasked Estep 
Score: -90832168.000000 Penalty: 80247.148438
Splitting cluster 6 changes total score from -90833824.000000 to -90832168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (276234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276234 members 
Entering Unmasked Estep 
Score: -35929580.000000 Penalty: 3107.192871
	Iteration 0F: 2 clusters Score -3.592958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138064 members 
Mstep: Class 2 contains 138170 members 
Entering Unmasked Estep 
Score: -35757720.000000 Penalty: 6214.385742
	Iteration 0F: 3 clusters Score -3.575772e+07 nChanged 133774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137022 members 
Mstep: Class 2 contains 139212 members 
Entering Unmasked Estep 
Score: -35835660.000000 Penalty: 6214.385742
	Iteration 1F: 3 clusters Score -3.583566e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136565 members 
Mstep: Class 2 contains 139669 members 
Entering Unmasked Estep 
Score: -35836648.000000 Penalty: 6214.385742
	Iteration 2Q: 3 clusters Score -3.583665e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135877 members 
Mstep: Class 2 contains 140357 members 
Entering Unmasked Estep 
Score: -35837988.000000 Penalty: 6214.385742
	Iteration 3Q: 3 clusters Score -3.583799e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134730 members 
Mstep: Class 2 contains 141504 members 
Entering Unmasked Estep 
Score: -35839548.000000 Penalty: 6214.385742
	Iteration 4Q: 3 clusters Score -3.583955e+07 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133070 members 
Mstep: Class 2 contains 143164 members 
Entering Unmasked Estep 
Score: -35841652.000000 Penalty: 6214.385742
	Iteration 5Q: 3 clusters Score -3.584165e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130511 members 
Mstep: Class 2 contains 145723 members 
Entering Unmasked Estep 
Score: -35844272.000000 Penalty: 6214.385742
	Iteration 6Q: 3 clusters Score -3.584427e+07 nChanged 10120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126779 members 
Mstep: Class 2 contains 149455 members 
Entering Unmasked Estep 
Score: -35848128.000000 Penalty: 6214.385742
	Iteration 7Q: 3 clusters Score -3.584813e+07 nChanged 12303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121414 members 
Mstep: Class 2 contains 154820 members 
Entering Unmasked Estep 
Score: -35854388.000000 Penalty: 6214.385742
	Iteration 8Q: 3 clusters Score -3.585439e+07 nChanged 15039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114789 members 
Mstep: Class 2 contains 161445 members 
Entering Unmasked Estep 
Score: -35864400.000000 Penalty: 6214.385742
	Iteration 9F: 3 clusters Score -3.58644e+07 nChanged 16853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108574 members 
Mstep: Class 2 contains 167660 members 
Entering Unmasked Estep 
Score: -35877428.000000 Penalty: 6214.385742
	Iteration 10F: 3 clusters Score -3.587743e+07 nChanged 16232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104158 members 
Mstep: Class 2 contains 172076 members 
Entering Unmasked Estep 
Score: -35886992.000000 Penalty: 6214.385742
	Iteration 11F: 3 clusters Score -3.588699e+07 nChanged 11965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101311 members 
Mstep: Class 2 contains 174923 members 
Entering Unmasked Estep 
Score: -35891260.000000 Penalty: 6214.385742
	Iteration 12Q: 3 clusters Score -3.589126e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98966 members 
Mstep: Class 2 contains 177268 members 
Entering Unmasked Estep 
Score: -35892796.000000 Penalty: 6214.385742
	Iteration 13Q: 3 clusters Score -3.58928e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96572 members 
Mstep: Class 2 contains 179662 members 
Entering Unmasked Estep 
Score: -35893300.000000 Penalty: 6214.385742
	Iteration 14Q: 3 clusters Score -3.58933e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94273 members 
Mstep: Class 2 contains 181961 members 
Entering Unmasked Estep 
Score: -35893632.000000 Penalty: 6214.385742
	Iteration 15Q: 3 clusters Score -3.589363e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91940 members 
Mstep: Class 2 contains 184294 members 
Entering Unmasked Estep 
Score: -35893948.000000 Penalty: 6214.385742
	Iteration 16Q: 3 clusters Score -3.589395e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89621 members 
Mstep: Class 2 contains 186613 members 
Entering Unmasked Estep 
Score: -35894380.000000 Penalty: 6214.385742
	Iteration 17Q: 3 clusters Score -3.589438e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87216 members 
Mstep: Class 2 contains 189018 members 
Entering Unmasked Estep 
Score: -35894784.000000 Penalty: 6214.385742
	Iteration 18Q: 3 clusters Score -3.589478e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84816 members 
Mstep: Class 2 contains 191418 members 
Entering Unmasked Estep 
Score: -35895268.000000 Penalty: 6214.385742
	Iteration 19Q: 3 clusters Score -3.589527e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82385 members 
Mstep: Class 2 contains 193849 members 
Entering Unmasked Estep 
Score: -35895484.000000 Penalty: 6214.385742
	Iteration 20F: 3 clusters Score -3.589548e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79900 members 
Mstep: Class 2 contains 196334 members 
Entering Unmasked Estep 
Score: -35895836.000000 Penalty: 6214.385742
	Iteration 21Q: 3 clusters Score -3.589584e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77471 members 
Mstep: Class 2 contains 198763 members 
Entering Unmasked Estep 
Score: -35896388.000000 Penalty: 6214.385742
	Iteration 22Q: 3 clusters Score -3.589639e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75006 members 
Mstep: Class 2 contains 201228 members 
Entering Unmasked Estep 
Score: -35896964.000000 Penalty: 6214.385742
	Iteration 23Q: 3 clusters Score -3.589696e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72488 members 
Mstep: Class 2 contains 203746 members 
Entering Unmasked Estep 
Score: -35897368.000000 Penalty: 6214.385742
	Iteration 24Q: 3 clusters Score -3.589737e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69985 members 
Mstep: Class 2 contains 206249 members 
Entering Unmasked Estep 
Score: -35897760.000000 Penalty: 6214.385742
	Iteration 25Q: 3 clusters Score -3.589776e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67568 members 
Mstep: Class 2 contains 208666 members 
Entering Unmasked Estep 
Score: -35898224.000000 Penalty: 6214.385742
	Iteration 26Q: 3 clusters Score -3.589822e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Mstep: Class 2 contains 211056 members 
Entering Unmasked Estep 
Score: -35898644.000000 Penalty: 6214.385742
	Iteration 27Q: 3 clusters Score -3.589864e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 213358 members 
Entering Unmasked Estep 
Score: -35898908.000000 Penalty: 6214.385742
	Iteration 28Q: 3 clusters Score -3.589891e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60551 members 
Mstep: Class 2 contains 215683 members 
Entering Unmasked Estep 
Score: -35899412.000000 Penalty: 6214.385742
	Iteration 29Q: 3 clusters Score -3.589941e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 218012 members 
Entering Unmasked Estep 
Score: -35899784.000000 Penalty: 6214.385742
	Iteration 30Q: 3 clusters Score -3.589978e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 220333 members 
Entering Unmasked Estep 
Score: -35900268.000000 Penalty: 6214.385742
	Iteration 31Q: 3 clusters Score -3.590027e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 222619 members 
Entering Unmasked Estep 
Score: -35900728.000000 Penalty: 6214.385742
	Iteration 32Q: 3 clusters Score -3.590073e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 224953 members 
Entering Unmasked Estep 
Score: -35901136.000000 Penalty: 6214.385742
	Iteration 33Q: 3 clusters Score -3.590114e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 227270 members 
Entering Unmasked Estep 
Score: -35901740.000000 Penalty: 6214.385742
	Iteration 34Q: 3 clusters Score -3.590174e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 229491 members 
Entering Unmasked Estep 
Score: -35902364.000000 Penalty: 6214.385742
	Iteration 35Q: 3 clusters Score -3.590236e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 231717 members 
Entering Unmasked Estep 
Score: -35902968.000000 Penalty: 6214.385742
	Iteration 36Q: 3 clusters Score -3.590297e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 233824 members 
Entering Unmasked Estep 
Score: -35903468.000000 Penalty: 6214.385742
	Iteration 37Q: 3 clusters Score -3.590347e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 235922 members 
Entering Unmasked Estep 
Score: -35904128.000000 Penalty: 6214.385742
	Iteration 38Q: 3 clusters Score -3.590413e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 237975 members 
Entering Unmasked Estep 
Score: -35904816.000000 Penalty: 6214.385742
	Iteration 39Q: 3 clusters Score -3.590482e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 240034 members 
Entering Unmasked Estep 
Score: -35905384.000000 Penalty: 6214.385742
	Iteration 40F: 3 clusters Score -3.590538e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 242147 members 
Entering Unmasked Estep 
Score: -35906224.000000 Penalty: 6214.385742
	Iteration 41Q: 3 clusters Score -3.590622e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 244276 members 
Entering Unmasked Estep 
Score: -35907092.000000 Penalty: 6214.385742
	Iteration 42Q: 3 clusters Score -3.590709e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 246354 members 
Entering Unmasked Estep 
Score: -35907836.000000 Penalty: 6214.385742
	Iteration 43Q: 3 clusters Score -3.590784e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 248502 members 
Entering Unmasked Estep 
Score: -35908756.000000 Penalty: 6214.385742
	Iteration 44Q: 3 clusters Score -3.590876e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 250636 members 
Entering Unmasked Estep 
Score: -35909784.000000 Penalty: 6214.385742
	Iteration 45Q: 3 clusters Score -3.590978e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 252777 members 
Entering Unmasked Estep 
Score: -35910836.000000 Penalty: 6214.385742
	Iteration 46Q: 3 clusters Score -3.591084e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 254818 members 
Entering Unmasked Estep 
Score: -35911928.000000 Penalty: 6214.385742
	Iteration 47Q: 3 clusters Score -3.591193e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 256815 members 
Entering Unmasked Estep 
Score: -35913036.000000 Penalty: 6214.385742
	Iteration 48Q: 3 clusters Score -3.591304e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 258758 members 
Entering Unmasked Estep 
Score: -35914112.000000 Penalty: 6214.385742
	Iteration 49Q: 3 clusters Score -3.591411e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 260637 members 
Entering Unmasked Estep 
Score: -35915132.000000 Penalty: 6214.385742
	Iteration 50Q: 3 clusters Score -3.591513e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 262365 members 
Entering Unmasked Estep 
Score: -35916248.000000 Penalty: 6214.385742
	Iteration 51Q: 3 clusters Score -3.591625e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 264084 members 
Entering Unmasked Estep 
Score: -35917444.000000 Penalty: 6214.385742
	Iteration 52Q: 3 clusters Score -3.591744e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 265694 members 
Entering Unmasked Estep 
Score: -35918592.000000 Penalty: 6214.385742
	Iteration 53Q: 3 clusters Score -3.591859e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 267147 members 
Entering Unmasked Estep 
Score: -35919792.000000 Penalty: 6214.385742
	Iteration 54Q: 3 clusters Score -3.591979e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 268443 members 
Entering Unmasked Estep 
Score: -35920896.000000 Penalty: 6214.385742
	Iteration 55Q: 3 clusters Score -3.59209e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 269593 members 
Entering Unmasked Estep 
Score: -35921864.000000 Penalty: 6214.385742
	Iteration 56Q: 3 clusters Score -3.592186e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 270568 members 
Entering Unmasked Estep 
Score: -35922608.000000 Penalty: 6214.385742
	Iteration 57Q: 3 clusters Score -3.592261e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 271383 members 
Entering Unmasked Estep 
Score: -35923316.000000 Penalty: 6214.385742
	Iteration 58Q: 3 clusters Score -3.592332e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 272026 members 
Entering Unmasked Estep 
Score: -35923980.000000 Penalty: 6214.385742
	Iteration 59Q: 3 clusters Score -3.592398e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 272562 members 
Entering Unmasked Estep 
Score: -35924500.000000 Penalty: 6214.385742
	Iteration 60F: 3 clusters Score -3.59245e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 273032 members 
Entering Unmasked Estep 
Score: -35924844.000000 Penalty: 6214.385742
	Iteration 61Q: 3 clusters Score -3.592484e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 273396 members 
Entering Unmasked Estep 
Score: -35925164.000000 Penalty: 6214.385742
	Iteration 62Q: 3 clusters Score -3.592516e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 273694 members 
Entering Unmasked Estep 
Score: -35925428.000000 Penalty: 6214.385742
	Iteration 63Q: 3 clusters Score -3.592543e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 273947 members 
Entering Unmasked Estep 
Score: -35925680.000000 Penalty: 6214.385742
	Iteration 64Q: 3 clusters Score -3.592568e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 274154 members 
Entering Unmasked Estep 
Score: -35925832.000000 Penalty: 6214.385742
	Iteration 65Q: 3 clusters Score -3.592583e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 274319 members 
Entering Unmasked Estep 
Score: -35925964.000000 Penalty: 6214.385742
	Iteration 66Q: 3 clusters Score -3.592596e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 274471 members 
Entering Unmasked Estep 
Score: -35926088.000000 Penalty: 6214.385742
	Iteration 67Q: 3 clusters Score -3.592609e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 274605 members 
Entering Unmasked Estep 
Score: -35926140.000000 Penalty: 6214.385742
	Iteration 68Q: 3 clusters Score -3.592614e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 274695 members 
Entering Unmasked Estep 
Score: -35926184.000000 Penalty: 6214.385742
	Iteration 69Q: 3 clusters Score -3.592618e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 274769 members 
Entering Unmasked Estep 
Score: -35926288.000000 Penalty: 6214.385742
	Iteration 70Q: 3 clusters Score -3.592629e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 274849 members 
Entering Unmasked Estep 
Score: -35926324.000000 Penalty: 6214.385742
	Iteration 71Q: 3 clusters Score -3.592632e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 274912 members 
Entering Unmasked Estep 
Score: -35926372.000000 Penalty: 6214.385742
	Iteration 72Q: 3 clusters Score -3.592637e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 274968 members 
Entering Unmasked Estep 
Score: -35926384.000000 Penalty: 6214.385742
	Iteration 73Q: 3 clusters Score -3.592638e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 275003 members 
Entering Unmasked Estep 
Score: -35926448.000000 Penalty: 6214.385742
	Iteration 74Q: 3 clusters Score -3.592645e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 275037 members 
Entering Unmasked Estep 
Score: -35926464.000000 Penalty: 6214.385742
	Iteration 75Q: 3 clusters Score -3.592646e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 275062 members 
Entering Unmasked Estep 
Score: -35926492.000000 Penalty: 6214.385742
	Iteration 76Q: 3 clusters Score -3.592649e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 275085 members 
Entering Unmasked Estep 
Score: -35926524.000000 Penalty: 6214.385742
	Iteration 77Q: 3 clusters Score -3.592652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 275106 members 
Entering Unmasked Estep 
Score: -35926552.000000 Penalty: 6214.385742
	Iteration 78Q: 3 clusters Score -3.592655e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 275130 members 
Entering Unmasked Estep 
Score: -35926544.000000 Penalty: 6214.385742
	Iteration 79Q: 3 clusters Score -3.592654e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 275147 members 
Entering Unmasked Estep 
Score: -35926596.000000 Penalty: 6214.385742
	Iteration 80F: 3 clusters Score -3.59266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 275166 members 
Entering Unmasked Estep 
Score: -35926576.000000 Penalty: 6214.385742
	Iteration 81Q: 3 clusters Score -3.592658e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 275185 members 
Entering Unmasked Estep 
Score: -35926576.000000 Penalty: 6214.385742
	Iteration 82Q: 3 clusters Score -3.592658e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 275207 members 
Entering Unmasked Estep 
Score: -35926612.000000 Penalty: 6214.385742
	Iteration 83Q: 3 clusters Score -3.592661e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 275225 members 
Entering Unmasked Estep 
Score: -35926636.000000 Penalty: 6214.385742
	Iteration 84Q: 3 clusters Score -3.592664e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 275241 members 
Entering Unmasked Estep 
Score: -35926640.000000 Penalty: 6214.385742
	Iteration 85Q: 3 clusters Score -3.592664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 275252 members 
Entering Unmasked Estep 
Score: -35926644.000000 Penalty: 6214.385742
	Iteration 86Q: 3 clusters Score -3.592664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 275260 members 
Entering Unmasked Estep 
Score: -35926644.000000 Penalty: 6214.385742
	Iteration 87Q: 3 clusters Score -3.592664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 275267 members 
Entering Unmasked Estep 
Score: -35926632.000000 Penalty: 6214.385742
	Iteration 88Q: 3 clusters Score -3.592663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 275271 members 
Entering Unmasked Estep 
Score: -35926656.000000 Penalty: 6214.385742
	Iteration 89Q: 3 clusters Score -3.592666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 275278 members 
Entering Unmasked Estep 
Score: -35926668.000000 Penalty: 6214.385742
	Iteration 90Q: 3 clusters Score -3.592667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 275280 members 
Entering Unmasked Estep 
Score: -35926664.000000 Penalty: 6214.385742
	Iteration 91Q: 3 clusters Score -3.592666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 275283 members 
Entering Unmasked Estep 
Score: -35926640.000000 Penalty: 6214.385742
	Iteration 92Q: 3 clusters Score -3.592664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 275294 members 
Entering Unmasked Estep 
Score: -35926680.000000 Penalty: 6214.385742
	Iteration 93Q: 3 clusters Score -3.592668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 275307 members 
Entering Unmasked Estep 
Score: -35926696.000000 Penalty: 6214.385742
	Iteration 94Q: 3 clusters Score -3.59267e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 275321 members 
Entering Unmasked Estep 
Score: -35926708.000000 Penalty: 6214.385742
	Iteration 95Q: 3 clusters Score -3.592671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 275333 members 
Entering Unmasked Estep 
Score: -35926736.000000 Penalty: 6214.385742
	Iteration 96Q: 3 clusters Score -3.592674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 275339 members 
Entering Unmasked Estep 
Score: -35926740.000000 Penalty: 6214.385742
	Iteration 97Q: 3 clusters Score -3.592674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 275343 members 
Entering Unmasked Estep 
Score: -35926748.000000 Penalty: 6214.385742
	Iteration 98Q: 3 clusters Score -3.592675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 275347 members 
Entering Unmasked Estep 
Score: -35926748.000000 Penalty: 6214.385742
	Iteration 99Q: 3 clusters Score -3.592675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 275351 members 
Entering Unmasked Estep 
Score: -35926768.000000 Penalty: 6214.385742
	Iteration 100F: 3 clusters Score -3.592677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 275353 members 
Entering Unmasked Estep 
Score: -35926772.000000 Penalty: 6214.385742
	Iteration 101Q: 3 clusters Score -3.592677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 275354 members 
Entering Unmasked Estep 
Score: -35926780.000000 Penalty: 6214.385742
	Iteration 102Q: 3 clusters Score -3.592678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 275355 members 
Entering Unmasked Estep 
Score: -35926764.000000 Penalty: 6214.385742
	Iteration 103Q: 3 clusters Score -3.592676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 275356 members 
Entering Unmasked Estep 
Score: -35926780.000000 Penalty: 6214.385742
	Iteration 104Q: 3 clusters Score -3.592678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 275357 members 
Entering Unmasked Estep 
Score: -35926792.000000 Penalty: 6214.385742
	Iteration 105Q: 3 clusters Score -3.592679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 275357 members 
Entering Unmasked Estep 
Score: -35926792.000000 Penalty: 6214.385742
	Iteration 106F: 3 clusters Score -3.592679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Entering Unmasked Estep 
Score: -2225546.500000 Penalty: 2428.886230
	Iteration 0F: 2 clusters Score -2225546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2212737.500000 Penalty: 4857.772461
	Iteration 0F: 3 clusters Score -2212738 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2216836.750000 Penalty: 4857.772461
	Iteration 1F: 3 clusters Score -2216837 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2217262.000000 Penalty: 4857.772461
	Iteration 2F: 3 clusters Score -2217262 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2217676.750000 Penalty: 4857.772461
	Iteration 3Q: 3 clusters Score -2217677 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2218092.250000 Penalty: 4857.772461
	Iteration 4F: 3 clusters Score -2218092 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2218516.500000 Penalty: 4857.772461
	Iteration 5Q: 3 clusters Score -2218516 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2218983.750000 Penalty: 4857.772461
	Iteration 6Q: 3 clusters Score -2218984 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2219452.500000 Penalty: 4857.772461
	Iteration 7Q: 3 clusters Score -2219452 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2219937.000000 Penalty: 4857.772461
	Iteration 8Q: 3 clusters Score -2219937 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2220378.250000 Penalty: 4857.772461
	Iteration 9Q: 3 clusters Score -2220378 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2220778.000000 Penalty: 4857.772461
	Iteration 10Q: 3 clusters Score -2220778 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2221110.000000 Penalty: 4857.772461
	Iteration 11Q: 3 clusters Score -2221110 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2221377.750000 Penalty: 4857.772461
	Iteration 12Q: 3 clusters Score -2221378 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2221579.500000 Penalty: 4857.772461
	Iteration 13Q: 3 clusters Score -2221580 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2221769.500000 Penalty: 4857.772461
	Iteration 14Q: 3 clusters Score -2221770 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2221899.000000 Penalty: 4857.772461
	Iteration 15Q: 3 clusters Score -2221899 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2222013.000000 Penalty: 4857.772461
	Iteration 16Q: 3 clusters Score -2222013 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2222101.000000 Penalty: 4857.772461
	Iteration 17Q: 3 clusters Score -2222101 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2222181.000000 Penalty: 4857.772461
	Iteration 18Q: 3 clusters Score -2222181 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2222262.750000 Penalty: 4857.772461
	Iteration 19Q: 3 clusters Score -2222263 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2222322.250000 Penalty: 4857.772461
	Iteration 20F: 3 clusters Score -2222322 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2222382.250000 Penalty: 4857.772461
	Iteration 21Q: 3 clusters Score -2222382 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2222445.750000 Penalty: 4857.772461
	Iteration 22Q: 3 clusters Score -2222446 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2222502.250000 Penalty: 4857.772461
	Iteration 23Q: 3 clusters Score -2222502 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2222569.250000 Penalty: 4857.772461
	Iteration 24Q: 3 clusters Score -2222569 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2222644.750000 Penalty: 4857.772461
	Iteration 25Q: 3 clusters Score -2222645 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2222736.750000 Penalty: 4857.772461
	Iteration 26Q: 3 clusters Score -2222737 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2222827.250000 Penalty: 4857.772461
	Iteration 27Q: 3 clusters Score -2222827 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2222917.500000 Penalty: 4857.772461
	Iteration 28Q: 3 clusters Score -2222918 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2222987.500000 Penalty: 4857.772461
	Iteration 29Q: 3 clusters Score -2222988 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2223054.000000 Penalty: 4857.772461
	Iteration 30Q: 3 clusters Score -2223054 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2223092.750000 Penalty: 4857.772461
	Iteration 31Q: 3 clusters Score -2223093 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2223138.250000 Penalty: 4857.772461
	Iteration 32Q: 3 clusters Score -2223138 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2223200.500000 Penalty: 4857.772461
	Iteration 33Q: 3 clusters Score -2223200 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2223247.250000 Penalty: 4857.772461
	Iteration 34Q: 3 clusters Score -2223247 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2223290.000000 Penalty: 4857.772461
	Iteration 35Q: 3 clusters Score -2223290 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2223330.750000 Penalty: 4857.772461
	Iteration 36Q: 3 clusters Score -2223331 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2223352.000000 Penalty: 4857.772461
	Iteration 37Q: 3 clusters Score -2223352 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2223374.250000 Penalty: 4857.772461
	Iteration 38Q: 3 clusters Score -2223374 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2223411.750000 Penalty: 4857.772461
	Iteration 39Q: 3 clusters Score -2223412 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2223433.250000 Penalty: 4857.772461
	Iteration 40F: 3 clusters Score -2223433 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2223466.500000 Penalty: 4857.772461
	Iteration 41Q: 3 clusters Score -2223466 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2223482.500000 Penalty: 4857.772461
	Iteration 42Q: 3 clusters Score -2223482 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2223513.500000 Penalty: 4857.772461
	Iteration 43Q: 3 clusters Score -2223514 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2223533.750000 Penalty: 4857.772461
	Iteration 44Q: 3 clusters Score -2223534 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2223550.000000 Penalty: 4857.772461
	Iteration 45Q: 3 clusters Score -2223550 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2223573.500000 Penalty: 4857.772461
	Iteration 46Q: 3 clusters Score -2223574 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2223580.250000 Penalty: 4857.772461
	Iteration 47Q: 3 clusters Score -2223580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2223593.750000 Penalty: 4857.772461
	Iteration 48Q: 3 clusters Score -2223594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2223609.000000 Penalty: 4857.772461
	Iteration 49Q: 3 clusters Score -2223609 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2223630.750000 Penalty: 4857.772461
	Iteration 50Q: 3 clusters Score -2223631 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2223644.500000 Penalty: 4857.772461
	Iteration 51Q: 3 clusters Score -2223644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2223661.500000 Penalty: 4857.772461
	Iteration 52Q: 3 clusters Score -2223662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2223666.500000 Penalty: 4857.772461
	Iteration 53Q: 3 clusters Score -2223666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2223667.500000 Penalty: 4857.772461
	Iteration 54Q: 3 clusters Score -2223668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2223675.250000 Penalty: 4857.772461
	Iteration 55Q: 3 clusters Score -2223675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2223682.000000 Penalty: 4857.772461
	Iteration 56Q: 3 clusters Score -2223682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2223683.000000 Penalty: 4857.772461
	Iteration 57Q: 3 clusters Score -2223683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2223686.250000 Penalty: 4857.772461
	Iteration 58Q: 3 clusters Score -2223686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2223692.750000 Penalty: 4857.772461
	Iteration 59Q: 3 clusters Score -2223693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2223694.500000 Penalty: 4857.772461
	Iteration 60F: 3 clusters Score -2223694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2223702.250000 Penalty: 4857.772461
	Iteration 61Q: 3 clusters Score -2223702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2223704.250000 Penalty: 4857.772461
	Iteration 62Q: 3 clusters Score -2223704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2223705.750000 Penalty: 4857.772461
	Iteration 63Q: 3 clusters Score -2223706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2223711.000000 Penalty: 4857.772461
	Iteration 64Q: 3 clusters Score -2223711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2223717.250000 Penalty: 4857.772461
	Iteration 65Q: 3 clusters Score -2223717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2223716.500000 Penalty: 4857.772461
	Iteration 66Q: 3 clusters Score -2223716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2223720.500000 Penalty: 4857.772461
	Iteration 67Q: 3 clusters Score -2223720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2223724.000000 Penalty: 4857.772461
	Iteration 68Q: 3 clusters Score -2223724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2223724.000000 Penalty: 4857.772461
	Iteration 69Q: 3 clusters Score -2223724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2223725.500000 Penalty: 4857.772461
	Iteration 70Q: 3 clusters Score -2223726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2223725.500000 Penalty: 4857.772461
	Iteration 71Q: 3 clusters Score -2223726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2223729.250000 Penalty: 4857.772461
	Iteration 72Q: 3 clusters Score -2223729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2223731.000000 Penalty: 4857.772461
	Iteration 73Q: 3 clusters Score -2223731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2223731.500000 Penalty: 4857.772461
	Iteration 74Q: 3 clusters Score -2223732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2223732.250000 Penalty: 4857.772461
	Iteration 75Q: 3 clusters Score -2223732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2223733.500000 Penalty: 4857.772461
	Iteration 76Q: 3 clusters Score -2223734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2223735.750000 Penalty: 4857.772461
	Iteration 77Q: 3 clusters Score -2223736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2223733.250000 Penalty: 4857.772461
	Iteration 78Q: 3 clusters Score -2223733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2223735.500000 Penalty: 4857.772461
	Iteration 79Q: 3 clusters Score -2223736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2223733.750000 Penalty: 4857.772461
	Iteration 80F: 3 clusters Score -2223734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2223736.750000 Penalty: 4857.772461
	Iteration 81Q: 3 clusters Score -2223737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2223739.750000 Penalty: 4857.772461
	Iteration 82Q: 3 clusters Score -2223740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2223739.500000 Penalty: 4857.772461
	Iteration 83Q: 3 clusters Score -2223740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2223738.250000 Penalty: 4857.772461
	Iteration 84Q: 3 clusters Score -2223738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2223738.250000 Penalty: 4857.772461
	Iteration 85F: 3 clusters Score -2223738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Entering Unmasked Estep 
Score: -3288715.250000 Penalty: 2516.441895
	Iteration 0F: 2 clusters Score -3288715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -3271069.000000 Penalty: 5032.883789
	Iteration 0F: 3 clusters Score -3271069 nChanged 11437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3277159.250000 Penalty: 5032.883789
	Iteration 1F: 3 clusters Score -3277159 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -3277676.250000 Penalty: 5032.883789
	Iteration 2F: 3 clusters Score -3277676 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -3278117.000000 Penalty: 5032.883789
	Iteration 3Q: 3 clusters Score -3278117 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3278526.000000 Penalty: 5032.883789
	Iteration 4Q: 3 clusters Score -3278526 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3278977.500000 Penalty: 5032.883789
	Iteration 5Q: 3 clusters Score -3278978 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3279416.500000 Penalty: 5032.883789
	Iteration 6Q: 3 clusters Score -3279416 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3279991.000000 Penalty: 5032.883789
	Iteration 7Q: 3 clusters Score -3279991 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -3280669.250000 Penalty: 5032.883789
	Iteration 8Q: 3 clusters Score -3280669 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -3281454.750000 Penalty: 5032.883789
	Iteration 9Q: 3 clusters Score -3281455 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -3282331.500000 Penalty: 5032.883789
	Iteration 10Q: 3 clusters Score -3282332 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3283123.750000 Penalty: 5032.883789
	Iteration 11Q: 3 clusters Score -3283124 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -3283680.250000 Penalty: 5032.883789
	Iteration 12Q: 3 clusters Score -3283680 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -3284072.000000 Penalty: 5032.883789
	Iteration 13Q: 3 clusters Score -3284072 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -3284313.500000 Penalty: 5032.883789
	Iteration 14Q: 3 clusters Score -3284314 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -3284486.250000 Penalty: 5032.883789
	Iteration 15Q: 3 clusters Score -3284486 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -3284626.000000 Penalty: 5032.883789
	Iteration 16Q: 3 clusters Score -3284626 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -3284761.250000 Penalty: 5032.883789
	Iteration 17Q: 3 clusters Score -3284761 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3284898.250000 Penalty: 5032.883789
	Iteration 18Q: 3 clusters Score -3284898 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -3285006.250000 Penalty: 5032.883789
	Iteration 19Q: 3 clusters Score -3285006 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -3285114.000000 Penalty: 5032.883789
	Iteration 20F: 3 clusters Score -3285114 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -3285233.000000 Penalty: 5032.883789
	Iteration 21Q: 3 clusters Score -3285233 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -3285358.750000 Penalty: 5032.883789
	Iteration 22Q: 3 clusters Score -3285359 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -3285490.750000 Penalty: 5032.883789
	Iteration 23Q: 3 clusters Score -3285491 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -3285620.500000 Penalty: 5032.883789
	Iteration 24Q: 3 clusters Score -3285620 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -3285744.750000 Penalty: 5032.883789
	Iteration 25Q: 3 clusters Score -3285745 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -3285846.000000 Penalty: 5032.883789
	Iteration 26Q: 3 clusters Score -3285846 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -3285939.500000 Penalty: 5032.883789
	Iteration 27Q: 3 clusters Score -3285940 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3286024.000000 Penalty: 5032.883789
	Iteration 28Q: 3 clusters Score -3286024 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -3286102.750000 Penalty: 5032.883789
	Iteration 29Q: 3 clusters Score -3286103 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -3286184.750000 Penalty: 5032.883789
	Iteration 30Q: 3 clusters Score -3286185 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3286263.000000 Penalty: 5032.883789
	Iteration 31Q: 3 clusters Score -3286263 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -3286324.500000 Penalty: 5032.883789
	Iteration 32Q: 3 clusters Score -3286324 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -3286383.250000 Penalty: 5032.883789
	Iteration 33Q: 3 clusters Score -3286383 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3286440.750000 Penalty: 5032.883789
	Iteration 34Q: 3 clusters Score -3286441 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3286480.250000 Penalty: 5032.883789
	Iteration 35Q: 3 clusters Score -3286480 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -3286522.000000 Penalty: 5032.883789
	Iteration 36Q: 3 clusters Score -3286522 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3286551.750000 Penalty: 5032.883789
	Iteration 37Q: 3 clusters Score -3286552 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3286582.000000 Penalty: 5032.883789
	Iteration 38Q: 3 clusters Score -3286582 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3286605.750000 Penalty: 5032.883789
	Iteration 39Q: 3 clusters Score -3286606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3286620.000000 Penalty: 5032.883789
	Iteration 40F: 3 clusters Score -3286620 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -3286637.250000 Penalty: 5032.883789
	Iteration 41Q: 3 clusters Score -3286637 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3286648.750000 Penalty: 5032.883789
	Iteration 42Q: 3 clusters Score -3286649 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -3286661.000000 Penalty: 5032.883789
	Iteration 43Q: 3 clusters Score -3286661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -3286677.000000 Penalty: 5032.883789
	Iteration 44Q: 3 clusters Score -3286677 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -3286693.750000 Penalty: 5032.883789
	Iteration 45Q: 3 clusters Score -3286694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -3286704.250000 Penalty: 5032.883789
	Iteration 46Q: 3 clusters Score -3286704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -3286710.500000 Penalty: 5032.883789
	Iteration 47Q: 3 clusters Score -3286710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -3286715.250000 Penalty: 5032.883789
	Iteration 48Q: 3 clusters Score -3286715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -3286726.500000 Penalty: 5032.883789
	Iteration 49Q: 3 clusters Score -3286726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -3286728.500000 Penalty: 5032.883789
	Iteration 50Q: 3 clusters Score -3286728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3286728.500000 Penalty: 5032.883789
	Iteration 51Q: 3 clusters Score -3286728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -3286738.250000 Penalty: 5032.883789
	Iteration 52Q: 3 clusters Score -3286738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3286738.500000 Penalty: 5032.883789
	Iteration 53Q: 3 clusters Score -3286738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3286746.000000 Penalty: 5032.883789
	Iteration 54Q: 3 clusters Score -3286746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3286750.000000 Penalty: 5032.883789
	Iteration 55Q: 3 clusters Score -3286750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3286760.500000 Penalty: 5032.883789
	Iteration 56Q: 3 clusters Score -3286760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -3286756.750000 Penalty: 5032.883789
	Iteration 57Q: 3 clusters Score -3286757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3286765.750000 Penalty: 5032.883789
	Iteration 58Q: 3 clusters Score -3286766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3286763.000000 Penalty: 5032.883789
	Iteration 59Q: 3 clusters Score -3286763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3286765.750000 Penalty: 5032.883789
	Iteration 60F: 3 clusters Score -3286766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -3286768.250000 Penalty: 5032.883789
	Iteration 61Q: 3 clusters Score -3286768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -3286763.750000 Penalty: 5032.883789
	Iteration 62Q: 3 clusters Score -3286764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3286769.000000 Penalty: 5032.883789
	Iteration 63Q: 3 clusters Score -3286769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -3286766.250000 Penalty: 5032.883789
	Iteration 64Q: 3 clusters Score -3286766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -3286770.250000 Penalty: 5032.883789
	Iteration 65Q: 3 clusters Score -3286770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3286766.500000 Penalty: 5032.883789
	Iteration 66Q: 3 clusters Score -3286766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -3286763.750000 Penalty: 5032.883789
	Iteration 67Q: 3 clusters Score -3286764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3286764.750000 Penalty: 5032.883789
	Iteration 68Q: 3 clusters Score -3286765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -3286767.000000 Penalty: 5032.883789
	Iteration 69Q: 3 clusters Score -3286767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -3286764.750000 Penalty: 5032.883789
	Iteration 70Q: 3 clusters Score -3286765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -3286767.750000 Penalty: 5032.883789
	Iteration 71Q: 3 clusters Score -3286768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -3286771.000000 Penalty: 5032.883789
	Iteration 72Q: 3 clusters Score -3286771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -3286773.750000 Penalty: 5032.883789
	Iteration 73Q: 3 clusters Score -3286774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3286777.250000 Penalty: 5032.883789
	Iteration 74Q: 3 clusters Score -3286777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3286776.750000 Penalty: 5032.883789
	Iteration 75Q: 3 clusters Score -3286777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -3286781.000000 Penalty: 5032.883789
	Iteration 76Q: 3 clusters Score -3286781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -3286776.250000 Penalty: 5032.883789
	Iteration 77Q: 3 clusters Score -3286776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -3286780.500000 Penalty: 5032.883789
	Iteration 78Q: 3 clusters Score -3286780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -3286784.000000 Penalty: 5032.883789
	Iteration 79Q: 3 clusters Score -3286784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3286785.750000 Penalty: 5032.883789
	Iteration 80F: 3 clusters Score -3286786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3286788.500000 Penalty: 5032.883789
	Iteration 81Q: 3 clusters Score -3286788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3286789.000000 Penalty: 5032.883789
	Iteration 82Q: 3 clusters Score -3286789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3286786.250000 Penalty: 5032.883789
	Iteration 83Q: 3 clusters Score -3286786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3286790.250000 Penalty: 5032.883789
	Iteration 84Q: 3 clusters Score -3286790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -3286790.500000 Penalty: 5032.883789
	Iteration 85Q: 3 clusters Score -3286790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -3286789.250000 Penalty: 5032.883789
	Iteration 86Q: 3 clusters Score -3286789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -3286792.500000 Penalty: 5032.883789
	Iteration 87Q: 3 clusters Score -3286792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3286798.250000 Penalty: 5032.883789
	Iteration 88Q: 3 clusters Score -3286798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3286799.500000 Penalty: 5032.883789
	Iteration 89Q: 3 clusters Score -3286800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3286795.750000 Penalty: 5032.883789
	Iteration 90Q: 3 clusters Score -3286796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3286798.500000 Penalty: 5032.883789
	Iteration 91Q: 3 clusters Score -3286798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -3286797.500000 Penalty: 5032.883789
	Iteration 92Q: 3 clusters Score -3286798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3286799.250000 Penalty: 5032.883789
	Iteration 93Q: 3 clusters Score -3286799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -3286800.250000 Penalty: 5032.883789
	Iteration 94Q: 3 clusters Score -3286800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -3286798.750000 Penalty: 5032.883789
	Iteration 95Q: 3 clusters Score -3286799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3286801.250000 Penalty: 5032.883789
	Iteration 96Q: 3 clusters Score -3286801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3286801.250000 Penalty: 5032.883789
	Iteration 97F: 3 clusters Score -3286801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160528 members 
Entering Unmasked Estep 
Score: -20869296.000000 Penalty: 2972.583252
	Iteration 0F: 2 clusters Score -2.08693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 80112 members 
Entering Unmasked Estep 
Score: -20763594.000000 Penalty: 5945.166504
	Iteration 0F: 3 clusters Score -2.076359e+07 nChanged 77036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83562 members 
Mstep: Class 2 contains 76966 members 
Entering Unmasked Estep 
Score: -20808812.000000 Penalty: 5945.166504
	Iteration 1F: 3 clusters Score -2.080881e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85077 members 
Mstep: Class 2 contains 75451 members 
Entering Unmasked Estep 
Score: -20810928.000000 Penalty: 5945.166504
	Iteration 2Q: 3 clusters Score -2.081093e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86956 members 
Mstep: Class 2 contains 73572 members 
Entering Unmasked Estep 
Score: -20813534.000000 Penalty: 5945.166504
	Iteration 3Q: 3 clusters Score -2.081353e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89270 members 
Mstep: Class 2 contains 71258 members 
Entering Unmasked Estep 
Score: -20817042.000000 Penalty: 5945.166504
	Iteration 4Q: 3 clusters Score -2.081704e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91963 members 
Mstep: Class 2 contains 68565 members 
Entering Unmasked Estep 
Score: -20821488.000000 Penalty: 5945.166504
	Iteration 5F: 3 clusters Score -2.082149e+07 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94672 members 
Mstep: Class 2 contains 65856 members 
Entering Unmasked Estep 
Score: -20827920.000000 Penalty: 5945.166504
	Iteration 6F: 3 clusters Score -2.082792e+07 nChanged 10385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97031 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -20835770.000000 Penalty: 5945.166504
	Iteration 7F: 3 clusters Score -2.083577e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98620 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -20842408.000000 Penalty: 5945.166504
	Iteration 8F: 3 clusters Score -2.084241e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99716 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -20846548.000000 Penalty: 5945.166504
	Iteration 9F: 3 clusters Score -2.084655e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100771 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -20848264.000000 Penalty: 5945.166504
	Iteration 10Q: 3 clusters Score -2.084826e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101908 members 
Mstep: Class 2 contains 58620 members 
Entering Unmasked Estep 
Score: -20848976.000000 Penalty: 5945.166504
	Iteration 11Q: 3 clusters Score -2.084898e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103189 members 
Mstep: Class 2 contains 57339 members 
Entering Unmasked Estep 
Score: -20849456.000000 Penalty: 5945.166504
	Iteration 12Q: 3 clusters Score -2.084946e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104531 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -20849908.000000 Penalty: 5945.166504
	Iteration 13Q: 3 clusters Score -2.084991e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105871 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -20850196.000000 Penalty: 5945.166504
	Iteration 14Q: 3 clusters Score -2.08502e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107290 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -20850542.000000 Penalty: 5945.166504
	Iteration 15Q: 3 clusters Score -2.085054e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108783 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -20850814.000000 Penalty: 5945.166504
	Iteration 16Q: 3 clusters Score -2.085081e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110367 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -20851226.000000 Penalty: 5945.166504
	Iteration 17Q: 3 clusters Score -2.085123e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112034 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -20851696.000000 Penalty: 5945.166504
	Iteration 18Q: 3 clusters Score -2.08517e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113790 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -20852146.000000 Penalty: 5945.166504
	Iteration 19Q: 3 clusters Score -2.085215e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115627 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -20852622.000000 Penalty: 5945.166504
	Iteration 20F: 3 clusters Score -2.085262e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117541 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -20853158.000000 Penalty: 5945.166504
	Iteration 21Q: 3 clusters Score -2.085316e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119488 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -20853772.000000 Penalty: 5945.166504
	Iteration 22Q: 3 clusters Score -2.085377e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121463 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -20854388.000000 Penalty: 5945.166504
	Iteration 23Q: 3 clusters Score -2.085439e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123544 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -20854752.000000 Penalty: 5945.166504
	Iteration 24Q: 3 clusters Score -2.085475e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125649 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -20855382.000000 Penalty: 5945.166504
	Iteration 25Q: 3 clusters Score -2.085538e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127754 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -20856022.000000 Penalty: 5945.166504
	Iteration 26Q: 3 clusters Score -2.085602e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129956 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -20856722.000000 Penalty: 5945.166504
	Iteration 27Q: 3 clusters Score -2.085672e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132230 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -20857566.000000 Penalty: 5945.166504
	Iteration 28Q: 3 clusters Score -2.085757e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134502 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -20858296.000000 Penalty: 5945.166504
	Iteration 29Q: 3 clusters Score -2.08583e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136748 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -20859126.000000 Penalty: 5945.166504
	Iteration 30Q: 3 clusters Score -2.085913e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138931 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -20859954.000000 Penalty: 5945.166504
	Iteration 31Q: 3 clusters Score -2.085995e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141147 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -20860822.000000 Penalty: 5945.166504
	Iteration 32Q: 3 clusters Score -2.086082e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143283 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -20861714.000000 Penalty: 5945.166504
	Iteration 33Q: 3 clusters Score -2.086171e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145378 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -20862668.000000 Penalty: 5945.166504
	Iteration 34Q: 3 clusters Score -2.086267e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147381 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -20863526.000000 Penalty: 5945.166504
	Iteration 35Q: 3 clusters Score -2.086353e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149123 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -20864212.000000 Penalty: 5945.166504
	Iteration 36Q: 3 clusters Score -2.086421e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150738 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -20864952.000000 Penalty: 5945.166504
	Iteration 37Q: 3 clusters Score -2.086495e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152073 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -20865380.000000 Penalty: 5945.166504
	Iteration 38Q: 3 clusters Score -2.086538e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153215 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -20865694.000000 Penalty: 5945.166504
	Iteration 39Q: 3 clusters Score -2.086569e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154168 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -20865900.000000 Penalty: 5945.166504
	Iteration 40F: 3 clusters Score -2.08659e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154976 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -20866232.000000 Penalty: 5945.166504
	Iteration 41Q: 3 clusters Score -2.086623e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155610 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -20866448.000000 Penalty: 5945.166504
	Iteration 42Q: 3 clusters Score -2.086645e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156116 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -20866614.000000 Penalty: 5945.166504
	Iteration 43Q: 3 clusters Score -2.086661e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156578 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -20866708.000000 Penalty: 5945.166504
	Iteration 44Q: 3 clusters Score -2.086671e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156990 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -20866772.000000 Penalty: 5945.166504
	Iteration 45Q: 3 clusters Score -2.086677e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157303 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -20866778.000000 Penalty: 5945.166504
	Iteration 46Q: 3 clusters Score -2.086678e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157552 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -20866864.000000 Penalty: 5945.166504
	Iteration 47Q: 3 clusters Score -2.086686e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157767 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -20866910.000000 Penalty: 5945.166504
	Iteration 48Q: 3 clusters Score -2.086691e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157950 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -20866954.000000 Penalty: 5945.166504
	Iteration 49Q: 3 clusters Score -2.086695e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158106 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -20867006.000000 Penalty: 5945.166504
	Iteration 50Q: 3 clusters Score -2.086701e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158241 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -20867084.000000 Penalty: 5945.166504
	Iteration 51Q: 3 clusters Score -2.086708e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158349 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -20867068.000000 Penalty: 5945.166504
	Iteration 52Q: 3 clusters Score -2.086707e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158439 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -20867090.000000 Penalty: 5945.166504
	Iteration 53Q: 3 clusters Score -2.086709e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158523 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -20867118.000000 Penalty: 5945.166504
	Iteration 54Q: 3 clusters Score -2.086712e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158591 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -20867114.000000 Penalty: 5945.166504
	Iteration 55Q: 3 clusters Score -2.086711e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158651 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -20867122.000000 Penalty: 5945.166504
	Iteration 56Q: 3 clusters Score -2.086712e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158689 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -20867122.000000 Penalty: 5945.166504
	Iteration 57Q: 3 clusters Score -2.086712e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158729 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -20867116.000000 Penalty: 5945.166504
	Iteration 58Q: 3 clusters Score -2.086712e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158773 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -20867130.000000 Penalty: 5945.166504
	Iteration 59Q: 3 clusters Score -2.086713e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158816 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -20867138.000000 Penalty: 5945.166504
	Iteration 60F: 3 clusters Score -2.086714e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158848 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -20867144.000000 Penalty: 5945.166504
	Iteration 61Q: 3 clusters Score -2.086714e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158881 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -20867142.000000 Penalty: 5945.166504
	Iteration 62Q: 3 clusters Score -2.086714e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158908 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -20867186.000000 Penalty: 5945.166504
	Iteration 63Q: 3 clusters Score -2.086719e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158924 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -20867178.000000 Penalty: 5945.166504
	Iteration 64Q: 3 clusters Score -2.086718e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158935 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -20867184.000000 Penalty: 5945.166504
	Iteration 65Q: 3 clusters Score -2.086718e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158950 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -20867190.000000 Penalty: 5945.166504
	Iteration 66Q: 3 clusters Score -2.086719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158959 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -20867174.000000 Penalty: 5945.166504
	Iteration 67Q: 3 clusters Score -2.086717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158964 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -20867182.000000 Penalty: 5945.166504
	Iteration 68Q: 3 clusters Score -2.086718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158974 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -20867186.000000 Penalty: 5945.166504
	Iteration 69Q: 3 clusters Score -2.086719e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158979 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -20867206.000000 Penalty: 5945.166504
	Iteration 70Q: 3 clusters Score -2.086721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158988 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -20867228.000000 Penalty: 5945.166504
	Iteration 71Q: 3 clusters Score -2.086723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158995 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -20867228.000000 Penalty: 5945.166504
	Iteration 72Q: 3 clusters Score -2.086723e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158995 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -20867212.000000 Penalty: 5945.166504
	Iteration 73Q: 3 clusters Score -2.086721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159002 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -20867214.000000 Penalty: 5945.166504
	Iteration 74Q: 3 clusters Score -2.086721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159006 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -20867208.000000 Penalty: 5945.166504
	Iteration 75Q: 3 clusters Score -2.086721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159013 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -20867222.000000 Penalty: 5945.166504
	Iteration 76Q: 3 clusters Score -2.086722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159021 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -20867212.000000 Penalty: 5945.166504
	Iteration 77Q: 3 clusters Score -2.086721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159026 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -20867194.000000 Penalty: 5945.166504
	Iteration 78Q: 3 clusters Score -2.086719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159032 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -20867202.000000 Penalty: 5945.166504
	Iteration 79Q: 3 clusters Score -2.08672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159038 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -20867218.000000 Penalty: 5945.166504
	Iteration 80F: 3 clusters Score -2.086722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159046 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -20867216.000000 Penalty: 5945.166504
	Iteration 81Q: 3 clusters Score -2.086722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159048 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -20867214.000000 Penalty: 5945.166504
	Iteration 82Q: 3 clusters Score -2.086721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159053 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -20867192.000000 Penalty: 5945.166504
	Iteration 83Q: 3 clusters Score -2.086719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159058 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -20867210.000000 Penalty: 5945.166504
	Iteration 84Q: 3 clusters Score -2.086721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159064 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -20867210.000000 Penalty: 5945.166504
	Iteration 85Q: 3 clusters Score -2.086721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159066 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -20867214.000000 Penalty: 5945.166504
	Iteration 86Q: 3 clusters Score -2.086721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159067 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -20867216.000000 Penalty: 5945.166504
	Iteration 87Q: 3 clusters Score -2.086722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159071 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -20867202.000000 Penalty: 5945.166504
	Iteration 88Q: 3 clusters Score -2.08672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159073 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -20867198.000000 Penalty: 5945.166504
	Iteration 89Q: 3 clusters Score -2.08672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159076 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -20867188.000000 Penalty: 5945.166504
	Iteration 90Q: 3 clusters Score -2.086719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159078 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -20867194.000000 Penalty: 5945.166504
	Iteration 91Q: 3 clusters Score -2.086719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159084 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -20867200.000000 Penalty: 5945.166504
	Iteration 92Q: 3 clusters Score -2.08672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159087 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -20867198.000000 Penalty: 5945.166504
	Iteration 93Q: 3 clusters Score -2.08672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159090 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -20867198.000000 Penalty: 5945.166504
	Iteration 94Q: 3 clusters Score -2.08672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159091 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -20867200.000000 Penalty: 5945.166504
	Iteration 95Q: 3 clusters Score -2.08672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159092 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -20867200.000000 Penalty: 5945.166504
	Iteration 96Q: 3 clusters Score -2.08672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159093 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -20867196.000000 Penalty: 5945.166504
	Iteration 97Q: 3 clusters Score -2.08672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159094 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -20867196.000000 Penalty: 5945.166504
	Iteration 98Q: 3 clusters Score -2.08672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159094 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -20867196.000000 Penalty: 5945.166504
	Iteration 99F: 3 clusters Score -2.08672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -45265.468750 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -45265.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43815.574219 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -43815.57 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44006.898438 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -44006.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44061.175781 Penalty: 3049.640381
	Iteration 2Q: 3 clusters Score -44061.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44076.542969 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -44076.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44083.300781 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -44083.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44089.992188 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -44089.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44091.156250 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -44091.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44093.917969 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -44093.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44099.851562 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -44099.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44099.851562 Penalty: 3049.640381
	Iteration 9F: 3 clusters Score -44099.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Entering Unmasked Estep 
Score: -1889409.250000 Penalty: 2375.575684
	Iteration 0F: 2 clusters Score -1889409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1878899.750000 Penalty: 4751.151367
	Iteration 0F: 3 clusters Score -1878900 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1882126.000000 Penalty: 4751.151367
	Iteration 1F: 3 clusters Score -1882126 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1882422.750000 Penalty: 4751.151367
	Iteration 2F: 3 clusters Score -1882423 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1882664.375000 Penalty: 4751.151367
	Iteration 3Q: 3 clusters Score -1882664 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1882888.750000 Penalty: 4751.151367
	Iteration 4Q: 3 clusters Score -1882889 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1883100.875000 Penalty: 4751.151367
	Iteration 5Q: 3 clusters Score -1883101 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1883311.125000 Penalty: 4751.151367
	Iteration 6Q: 3 clusters Score -1883311 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1883553.625000 Penalty: 4751.151367
	Iteration 7Q: 3 clusters Score -1883554 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1883852.125000 Penalty: 4751.151367
	Iteration 8Q: 3 clusters Score -1883852 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1884209.375000 Penalty: 4751.151367
	Iteration 9Q: 3 clusters Score -1884209 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1884610.000000 Penalty: 4751.151367
	Iteration 10Q: 3 clusters Score -1884610 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1885033.875000 Penalty: 4751.151367
	Iteration 11Q: 3 clusters Score -1885034 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1885484.000000 Penalty: 4751.151367
	Iteration 12Q: 3 clusters Score -1885484 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1885954.250000 Penalty: 4751.151367
	Iteration 13Q: 3 clusters Score -1885954 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1886309.000000 Penalty: 4751.151367
	Iteration 14Q: 3 clusters Score -1886309 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1886579.625000 Penalty: 4751.151367
	Iteration 15Q: 3 clusters Score -1886580 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1886756.375000 Penalty: 4751.151367
	Iteration 16Q: 3 clusters Score -1886756 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1886888.375000 Penalty: 4751.151367
	Iteration 17Q: 3 clusters Score -1886888 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1886979.375000 Penalty: 4751.151367
	Iteration 18Q: 3 clusters Score -1886979 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1887045.250000 Penalty: 4751.151367
	Iteration 19Q: 3 clusters Score -1887045 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1887108.625000 Penalty: 4751.151367
	Iteration 20F: 3 clusters Score -1887109 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1887153.625000 Penalty: 4751.151367
	Iteration 21Q: 3 clusters Score -1887154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1887184.250000 Penalty: 4751.151367
	Iteration 22Q: 3 clusters Score -1887184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1887210.125000 Penalty: 4751.151367
	Iteration 23Q: 3 clusters Score -1887210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1887232.375000 Penalty: 4751.151367
	Iteration 24Q: 3 clusters Score -1887232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1887252.375000 Penalty: 4751.151367
	Iteration 25Q: 3 clusters Score -1887252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1887261.125000 Penalty: 4751.151367
	Iteration 26Q: 3 clusters Score -1887261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1887265.125000 Penalty: 4751.151367
	Iteration 27Q: 3 clusters Score -1887265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1887269.375000 Penalty: 4751.151367
	Iteration 28Q: 3 clusters Score -1887269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1887274.000000 Penalty: 4751.151367
	Iteration 29Q: 3 clusters Score -1887274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1887274.000000 Penalty: 4751.151367
	Iteration 30Q: 3 clusters Score -1887274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1887277.625000 Penalty: 4751.151367
	Iteration 31Q: 3 clusters Score -1887278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1887283.750000 Penalty: 4751.151367
	Iteration 32Q: 3 clusters Score -1887284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1887283.875000 Penalty: 4751.151367
	Iteration 33Q: 3 clusters Score -1887284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1887287.875000 Penalty: 4751.151367
	Iteration 34Q: 3 clusters Score -1887288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1887289.875000 Penalty: 4751.151367
	Iteration 35Q: 3 clusters Score -1887290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1887289.875000 Penalty: 4751.151367
	Iteration 36F: 3 clusters Score -1887290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -67235.914062 Penalty: 1586.438599
	Iteration 0F: 2 clusters Score -67235.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -65725.109375 Penalty: 3172.877197
	Iteration 0F: 3 clusters Score -65725.11 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66034.718750 Penalty: 3172.877197
	Iteration 1F: 3 clusters Score -66034.72 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66169.445312 Penalty: 3172.877197
	Iteration 2F: 3 clusters Score -66169.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66229.640625 Penalty: 3172.877197
	Iteration 3Q: 3 clusters Score -66229.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66284.445312 Penalty: 3172.877197
	Iteration 4Q: 3 clusters Score -66284.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66369.304688 Penalty: 3172.877197
	Iteration 5Q: 3 clusters Score -66369.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66422.140625 Penalty: 3172.877197
	Iteration 6Q: 3 clusters Score -66422.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66482.468750 Penalty: 3172.877197
	Iteration 7Q: 3 clusters Score -66482.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66522.500000 Penalty: 3172.877197
	Iteration 8Q: 3 clusters Score -66522.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66542.203125 Penalty: 3172.877197
	Iteration 9Q: 3 clusters Score -66542.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66549.171875 Penalty: 3172.877197
	Iteration 10Q: 3 clusters Score -66549.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66563.875000 Penalty: 3172.877197
	Iteration 11Q: 3 clusters Score -66563.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66594.906250 Penalty: 3172.877197
	Iteration 12Q: 3 clusters Score -66594.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66628.484375 Penalty: 3172.877197
	Iteration 13Q: 3 clusters Score -66628.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66631.265625 Penalty: 3172.877197
	Iteration 14Q: 3 clusters Score -66631.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66631.265625 Penalty: 3172.877197
	Iteration 15F: 3 clusters Score -66631.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56878 members 
Entering Unmasked Estep 
Score: -7275888.500000 Penalty: 2715.268555
	Iteration 0F: 2 clusters Score -7275888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -7237625.000000 Penalty: 5430.537109
	Iteration 0F: 3 clusters Score -7237625 nChanged 26414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -7252083.000000 Penalty: 5430.537109
	Iteration 1F: 3 clusters Score -7252083 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -7252497.000000 Penalty: 5430.537109
	Iteration 2Q: 3 clusters Score -7252497 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -7252843.500000 Penalty: 5430.537109
	Iteration 3Q: 3 clusters Score -7252844 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -7253297.000000 Penalty: 5430.537109
	Iteration 4Q: 3 clusters Score -7253297 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -7253761.000000 Penalty: 5430.537109
	Iteration 5Q: 3 clusters Score -7253761 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -7254236.000000 Penalty: 5430.537109
	Iteration 6Q: 3 clusters Score -7254236 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -7254896.500000 Penalty: 5430.537109
	Iteration 7Q: 3 clusters Score -7254896 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -7255677.000000 Penalty: 5430.537109
	Iteration 8Q: 3 clusters Score -7255677 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -7256743.500000 Penalty: 5430.537109
	Iteration 9Q: 3 clusters Score -7256744 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -7258238.500000 Penalty: 5430.537109
	Iteration 10Q: 3 clusters Score -7258238 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -7260515.500000 Penalty: 5430.537109
	Iteration 11F: 3 clusters Score -7260516 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -7263559.500000 Penalty: 5430.537109
	Iteration 12F: 3 clusters Score -7263560 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -7266874.000000 Penalty: 5430.537109
	Iteration 13F: 3 clusters Score -7266874 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -7269482.500000 Penalty: 5430.537109
	Iteration 14Q: 3 clusters Score -7269482 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -7271112.500000 Penalty: 5430.537109
	Iteration 15Q: 3 clusters Score -7271112 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -7272096.500000 Penalty: 5430.537109
	Iteration 16Q: 3 clusters Score -7272096 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -7272640.500000 Penalty: 5430.537109
	Iteration 17Q: 3 clusters Score -7272640 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -7272943.000000 Penalty: 5430.537109
	Iteration 18Q: 3 clusters Score -7272943 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 54732 members 
Entering Unmasked Estep 
Score: -7273135.000000 Penalty: 5430.537109
	Iteration 19Q: 3 clusters Score -7273135 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -7273267.000000 Penalty: 5430.537109
	Iteration 20F: 3 clusters Score -7273267 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -7273340.000000 Penalty: 5430.537109
	Iteration 21Q: 3 clusters Score -7273340 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 55219 members 
Entering Unmasked Estep 
Score: -7273423.500000 Penalty: 5430.537109
	Iteration 22Q: 3 clusters Score -7273424 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 55314 members 
Entering Unmasked Estep 
Score: -7273451.000000 Penalty: 5430.537109
	Iteration 23Q: 3 clusters Score -7273451 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -7273481.000000 Penalty: 5430.537109
	Iteration 24Q: 3 clusters Score -7273481 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -7273516.000000 Penalty: 5430.537109
	Iteration 25Q: 3 clusters Score -7273516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -7273525.000000 Penalty: 5430.537109
	Iteration 26Q: 3 clusters Score -7273525 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -7273527.000000 Penalty: 5430.537109
	Iteration 27Q: 3 clusters Score -7273527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -7273543.500000 Penalty: 5430.537109
	Iteration 28Q: 3 clusters Score -7273544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 55542 members 
Entering Unmasked Estep 
Score: -7273542.000000 Penalty: 5430.537109
	Iteration 29Q: 3 clusters Score -7273542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -7273541.500000 Penalty: 5430.537109
	Iteration 30Q: 3 clusters Score -7273542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -7273560.000000 Penalty: 5430.537109
	Iteration 31Q: 3 clusters Score -7273560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -7273563.000000 Penalty: 5430.537109
	Iteration 32Q: 3 clusters Score -7273563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 55595 members 
Entering Unmasked Estep 
Score: -7273559.500000 Penalty: 5430.537109
	Iteration 33Q: 3 clusters Score -7273560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -7273568.000000 Penalty: 5430.537109
	Iteration 34Q: 3 clusters Score -7273568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -7273570.500000 Penalty: 5430.537109
	Iteration 35Q: 3 clusters Score -7273570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -7273566.500000 Penalty: 5430.537109
	Iteration 36Q: 3 clusters Score -7273566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -7273567.500000 Penalty: 5430.537109
	Iteration 37Q: 3 clusters Score -7273568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -7273570.000000 Penalty: 5430.537109
	Iteration 38Q: 3 clusters Score -7273570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -7273567.000000 Penalty: 5430.537109
	Iteration 39Q: 3 clusters Score -7273567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 55631 members 
Entering Unmasked Estep 
Score: -7273572.500000 Penalty: 5430.537109
	Iteration 40F: 3 clusters Score -7273572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -7273575.500000 Penalty: 5430.537109
	Iteration 41Q: 3 clusters Score -7273576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -7273582.000000 Penalty: 5430.537109
	Iteration 42Q: 3 clusters Score -7273582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 55649 members 
Entering Unmasked Estep 
Score: -7273584.000000 Penalty: 5430.537109
	Iteration 43Q: 3 clusters Score -7273584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -7273591.000000 Penalty: 5430.537109
	Iteration 44Q: 3 clusters Score -7273591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -7273586.000000 Penalty: 5430.537109
	Iteration 45Q: 3 clusters Score -7273586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -7273587.500000 Penalty: 5430.537109
	Iteration 46Q: 3 clusters Score -7273588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -7273593.000000 Penalty: 5430.537109
	Iteration 47Q: 3 clusters Score -7273593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -7273584.000000 Penalty: 5430.537109
	Iteration 48Q: 3 clusters Score -7273584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -7273586.000000 Penalty: 5430.537109
	Iteration 49Q: 3 clusters Score -7273586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 55659 members 
Entering Unmasked Estep 
Score: -7273587.500000 Penalty: 5430.537109
	Iteration 50Q: 3 clusters Score -7273588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -7273590.500000 Penalty: 5430.537109
	Iteration 51Q: 3 clusters Score -7273590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -7273587.000000 Penalty: 5430.537109
	Iteration 52Q: 3 clusters Score -7273587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -7273592.500000 Penalty: 5430.537109
	Iteration 53Q: 3 clusters Score -7273592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -7273587.000000 Penalty: 5430.537109
	Iteration 54Q: 3 clusters Score -7273587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -7273586.500000 Penalty: 5430.537109
	Iteration 55Q: 3 clusters Score -7273586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -7273586.000000 Penalty: 5430.537109
	Iteration 56Q: 3 clusters Score -7273586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -7273588.000000 Penalty: 5430.537109
	Iteration 57Q: 3 clusters Score -7273588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -7273584.500000 Penalty: 5430.537109
	Iteration 58Q: 3 clusters Score -7273584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -7273584.500000 Penalty: 5430.537109
	Iteration 59F: 3 clusters Score -7273584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Entering Unmasked Estep 
Score: -5431592.000000 Penalty: 2638.138916
	Iteration 0F: 2 clusters Score -5431592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -5403274.000000 Penalty: 5276.277832
	Iteration 0F: 3 clusters Score -5403274 nChanged 19177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -5413980.500000 Penalty: 5276.277832
	Iteration 1F: 3 clusters Score -5413980 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -5414592.000000 Penalty: 5276.277832
	Iteration 2Q: 3 clusters Score -5414592 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -5415165.000000 Penalty: 5276.277832
	Iteration 3Q: 3 clusters Score -5415165 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -5415836.000000 Penalty: 5276.277832
	Iteration 4Q: 3 clusters Score -5415836 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -5416684.500000 Penalty: 5276.277832
	Iteration 5Q: 3 clusters Score -5416684 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -5417806.500000 Penalty: 5276.277832
	Iteration 6Q: 3 clusters Score -5417806 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -5419284.000000 Penalty: 5276.277832
	Iteration 7F: 3 clusters Score -5419284 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -5421238.500000 Penalty: 5276.277832
	Iteration 8F: 3 clusters Score -5421238 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -5423342.500000 Penalty: 5276.277832
	Iteration 9F: 3 clusters Score -5423342 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -5425525.500000 Penalty: 5276.277832
	Iteration 10F: 3 clusters Score -5425526 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -5427098.000000 Penalty: 5276.277832
	Iteration 11Q: 3 clusters Score -5427098 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5428076.500000 Penalty: 5276.277832
	Iteration 12Q: 3 clusters Score -5428076 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5428636.000000 Penalty: 5276.277832
	Iteration 13Q: 3 clusters Score -5428636 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5428910.500000 Penalty: 5276.277832
	Iteration 14Q: 3 clusters Score -5428910 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5429067.000000 Penalty: 5276.277832
	Iteration 15Q: 3 clusters Score -5429067 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5429163.500000 Penalty: 5276.277832
	Iteration 16Q: 3 clusters Score -5429164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5429225.000000 Penalty: 5276.277832
	Iteration 17Q: 3 clusters Score -5429225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5429248.500000 Penalty: 5276.277832
	Iteration 18Q: 3 clusters Score -5429248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5429270.000000 Penalty: 5276.277832
	Iteration 19Q: 3 clusters Score -5429270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5429289.500000 Penalty: 5276.277832
	Iteration 20F: 3 clusters Score -5429290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5429306.000000 Penalty: 5276.277832
	Iteration 21Q: 3 clusters Score -5429306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5429312.500000 Penalty: 5276.277832
	Iteration 22Q: 3 clusters Score -5429312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5429317.000000 Penalty: 5276.277832
	Iteration 23Q: 3 clusters Score -5429317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5429316.000000 Penalty: 5276.277832
	Iteration 24Q: 3 clusters Score -5429316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5429317.500000 Penalty: 5276.277832
	Iteration 25Q: 3 clusters Score -5429318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5429317.500000 Penalty: 5276.277832
	Iteration 26F: 3 clusters Score -5429318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Entering Unmasked Estep 
Score: -1541119.750000 Penalty: 2336.811035
	Iteration 0F: 2 clusters Score -1541120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1531998.750000 Penalty: 4673.622070
	Iteration 0F: 3 clusters Score -1531999 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1534712.375000 Penalty: 4673.622070
	Iteration 1F: 3 clusters Score -1534712 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1535037.875000 Penalty: 4673.622070
	Iteration 2F: 3 clusters Score -1535038 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1535254.000000 Penalty: 4673.622070
	Iteration 3Q: 3 clusters Score -1535254 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1535436.125000 Penalty: 4673.622070
	Iteration 4Q: 3 clusters Score -1535436 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1535607.750000 Penalty: 4673.622070
	Iteration 5Q: 3 clusters Score -1535608 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1535794.250000 Penalty: 4673.622070
	Iteration 6Q: 3 clusters Score -1535794 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1535992.750000 Penalty: 4673.622070
	Iteration 7Q: 3 clusters Score -1535993 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1536212.000000 Penalty: 4673.622070
	Iteration 8Q: 3 clusters Score -1536212 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1536383.125000 Penalty: 4673.622070
	Iteration 9Q: 3 clusters Score -1536383 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1536523.000000 Penalty: 4673.622070
	Iteration 10Q: 3 clusters Score -1536523 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1536655.250000 Penalty: 4673.622070
	Iteration 11Q: 3 clusters Score -1536655 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1536771.125000 Penalty: 4673.622070
	Iteration 12Q: 3 clusters Score -1536771 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1536864.875000 Penalty: 4673.622070
	Iteration 13Q: 3 clusters Score -1536865 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1536952.875000 Penalty: 4673.622070
	Iteration 14Q: 3 clusters Score -1536953 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1537030.500000 Penalty: 4673.622070
	Iteration 15Q: 3 clusters Score -1537030 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1537103.125000 Penalty: 4673.622070
	Iteration 16Q: 3 clusters Score -1537103 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1537170.750000 Penalty: 4673.622070
	Iteration 17Q: 3 clusters Score -1537171 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1537232.625000 Penalty: 4673.622070
	Iteration 18Q: 3 clusters Score -1537233 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1537293.625000 Penalty: 4673.622070
	Iteration 19Q: 3 clusters Score -1537294 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1537374.875000 Penalty: 4673.622070
	Iteration 20F: 3 clusters Score -1537375 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1537448.375000 Penalty: 4673.622070
	Iteration 21Q: 3 clusters Score -1537448 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1537528.125000 Penalty: 4673.622070
	Iteration 22Q: 3 clusters Score -1537528 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1537619.875000 Penalty: 4673.622070
	Iteration 23Q: 3 clusters Score -1537620 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1537725.625000 Penalty: 4673.622070
	Iteration 24Q: 3 clusters Score -1537726 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1537820.500000 Penalty: 4673.622070
	Iteration 25Q: 3 clusters Score -1537820 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1537924.000000 Penalty: 4673.622070
	Iteration 26Q: 3 clusters Score -1537924 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1538039.125000 Penalty: 4673.622070
	Iteration 27Q: 3 clusters Score -1538039 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1538145.625000 Penalty: 4673.622070
	Iteration 28Q: 3 clusters Score -1538146 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1538248.125000 Penalty: 4673.622070
	Iteration 29Q: 3 clusters Score -1538248 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1538359.000000 Penalty: 4673.622070
	Iteration 30Q: 3 clusters Score -1538359 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1538491.625000 Penalty: 4673.622070
	Iteration 31Q: 3 clusters Score -1538492 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1538618.375000 Penalty: 4673.622070
	Iteration 32Q: 3 clusters Score -1538618 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1538717.125000 Penalty: 4673.622070
	Iteration 33Q: 3 clusters Score -1538717 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1538810.500000 Penalty: 4673.622070
	Iteration 34Q: 3 clusters Score -1538810 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1538894.375000 Penalty: 4673.622070
	Iteration 35Q: 3 clusters Score -1538894 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1538967.625000 Penalty: 4673.622070
	Iteration 36Q: 3 clusters Score -1538968 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1539023.375000 Penalty: 4673.622070
	Iteration 37Q: 3 clusters Score -1539023 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1539081.250000 Penalty: 4673.622070
	Iteration 38Q: 3 clusters Score -1539081 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1539129.750000 Penalty: 4673.622070
	Iteration 39Q: 3 clusters Score -1539130 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1539165.875000 Penalty: 4673.622070
	Iteration 40F: 3 clusters Score -1539166 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1539203.125000 Penalty: 4673.622070
	Iteration 41Q: 3 clusters Score -1539203 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1539225.500000 Penalty: 4673.622070
	Iteration 42Q: 3 clusters Score -1539226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1539248.875000 Penalty: 4673.622070
	Iteration 43Q: 3 clusters Score -1539249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1539259.125000 Penalty: 4673.622070
	Iteration 44Q: 3 clusters Score -1539259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1539270.750000 Penalty: 4673.622070
	Iteration 45Q: 3 clusters Score -1539271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1539277.000000 Penalty: 4673.622070
	Iteration 46Q: 3 clusters Score -1539277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1539280.875000 Penalty: 4673.622070
	Iteration 47Q: 3 clusters Score -1539281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1539288.250000 Penalty: 4673.622070
	Iteration 48Q: 3 clusters Score -1539288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1539292.250000 Penalty: 4673.622070
	Iteration 49Q: 3 clusters Score -1539292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1539298.000000 Penalty: 4673.622070
	Iteration 50Q: 3 clusters Score -1539298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1539303.750000 Penalty: 4673.622070
	Iteration 51Q: 3 clusters Score -1539304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1539311.375000 Penalty: 4673.622070
	Iteration 52Q: 3 clusters Score -1539311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1539314.125000 Penalty: 4673.622070
	Iteration 53Q: 3 clusters Score -1539314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1539313.375000 Penalty: 4673.622070
	Iteration 54Q: 3 clusters Score -1539313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1539313.125000 Penalty: 4673.622070
	Iteration 55Q: 3 clusters Score -1539313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1539317.000000 Penalty: 4673.622070
	Iteration 56Q: 3 clusters Score -1539317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1539318.250000 Penalty: 4673.622070
	Iteration 57Q: 3 clusters Score -1539318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1539320.250000 Penalty: 4673.622070
	Iteration 58Q: 3 clusters Score -1539320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1539321.375000 Penalty: 4673.622070
	Iteration 59Q: 3 clusters Score -1539321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1539321.375000 Penalty: 4673.622070
	Iteration 60F: 3 clusters Score -1539321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Entering Unmasked Estep 
Score: -795258.625000 Penalty: 2171.110107
	Iteration 0F: 2 clusters Score -795258.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -789857.562500 Penalty: 4342.220215
	Iteration 0F: 3 clusters Score -789857.6 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -791211.625000 Penalty: 4342.220215
	Iteration 1F: 3 clusters Score -791211.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -791452.437500 Penalty: 4342.220215
	Iteration 2F: 3 clusters Score -791452.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -791634.125000 Penalty: 4342.220215
	Iteration 3F: 3 clusters Score -791634.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -791822.875000 Penalty: 4342.220215
	Iteration 4Q: 3 clusters Score -791822.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -792011.500000 Penalty: 4342.220215
	Iteration 5Q: 3 clusters Score -792011.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -792183.875000 Penalty: 4342.220215
	Iteration 6Q: 3 clusters Score -792183.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -792371.250000 Penalty: 4342.220215
	Iteration 7Q: 3 clusters Score -792371.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -792542.750000 Penalty: 4342.220215
	Iteration 8Q: 3 clusters Score -792542.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -792708.187500 Penalty: 4342.220215
	Iteration 9Q: 3 clusters Score -792708.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -792868.250000 Penalty: 4342.220215
	Iteration 10Q: 3 clusters Score -792868.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -792991.500000 Penalty: 4342.220215
	Iteration 11Q: 3 clusters Score -792991.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -793101.250000 Penalty: 4342.220215
	Iteration 12Q: 3 clusters Score -793101.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -793215.937500 Penalty: 4342.220215
	Iteration 13Q: 3 clusters Score -793215.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -793312.187500 Penalty: 4342.220215
	Iteration 14Q: 3 clusters Score -793312.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -793399.625000 Penalty: 4342.220215
	Iteration 15Q: 3 clusters Score -793399.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -793463.812500 Penalty: 4342.220215
	Iteration 16Q: 3 clusters Score -793463.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -793519.250000 Penalty: 4342.220215
	Iteration 17Q: 3 clusters Score -793519.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -793568.687500 Penalty: 4342.220215
	Iteration 18Q: 3 clusters Score -793568.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -793618.125000 Penalty: 4342.220215
	Iteration 19Q: 3 clusters Score -793618.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -793657.625000 Penalty: 4342.220215
	Iteration 20F: 3 clusters Score -793657.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -793688.000000 Penalty: 4342.220215
	Iteration 21Q: 3 clusters Score -793688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -793713.875000 Penalty: 4342.220215
	Iteration 22Q: 3 clusters Score -793713.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -793736.812500 Penalty: 4342.220215
	Iteration 23Q: 3 clusters Score -793736.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -793753.812500 Penalty: 4342.220215
	Iteration 24Q: 3 clusters Score -793753.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -793767.500000 Penalty: 4342.220215
	Iteration 25Q: 3 clusters Score -793767.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -793784.062500 Penalty: 4342.220215
	Iteration 26Q: 3 clusters Score -793784.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -793797.562500 Penalty: 4342.220215
	Iteration 27Q: 3 clusters Score -793797.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -793810.187500 Penalty: 4342.220215
	Iteration 28Q: 3 clusters Score -793810.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -793820.937500 Penalty: 4342.220215
	Iteration 29Q: 3 clusters Score -793820.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -793828.250000 Penalty: 4342.220215
	Iteration 30Q: 3 clusters Score -793828.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -793834.062500 Penalty: 4342.220215
	Iteration 31Q: 3 clusters Score -793834.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -793840.625000 Penalty: 4342.220215
	Iteration 32Q: 3 clusters Score -793840.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -793843.625000 Penalty: 4342.220215
	Iteration 33Q: 3 clusters Score -793843.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -793847.937500 Penalty: 4342.220215
	Iteration 34Q: 3 clusters Score -793847.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -793852.187500 Penalty: 4342.220215
	Iteration 35Q: 3 clusters Score -793852.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -793857.437500 Penalty: 4342.220215
	Iteration 36Q: 3 clusters Score -793857.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -793858.562500 Penalty: 4342.220215
	Iteration 37Q: 3 clusters Score -793858.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -793863.375000 Penalty: 4342.220215
	Iteration 38Q: 3 clusters Score -793863.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -793877.250000 Penalty: 4342.220215
	Iteration 39Q: 3 clusters Score -793877.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -793890.000000 Penalty: 4342.220215
	Iteration 40F: 3 clusters Score -793890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -793901.375000 Penalty: 4342.220215
	Iteration 41Q: 3 clusters Score -793901.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -793914.812500 Penalty: 4342.220215
	Iteration 42Q: 3 clusters Score -793914.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -793928.687500 Penalty: 4342.220215
	Iteration 43Q: 3 clusters Score -793928.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -793935.625000 Penalty: 4342.220215
	Iteration 44Q: 3 clusters Score -793935.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -793942.375000 Penalty: 4342.220215
	Iteration 45Q: 3 clusters Score -793942.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -793946.625000 Penalty: 4342.220215
	Iteration 46Q: 3 clusters Score -793946.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -793951.375000 Penalty: 4342.220215
	Iteration 47Q: 3 clusters Score -793951.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -793953.062500 Penalty: 4342.220215
	Iteration 48Q: 3 clusters Score -793953.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -793953.562500 Penalty: 4342.220215
	Iteration 49Q: 3 clusters Score -793953.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -793954.625000 Penalty: 4342.220215
	Iteration 50Q: 3 clusters Score -793954.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -793957.625000 Penalty: 4342.220215
	Iteration 51Q: 3 clusters Score -793957.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -793957.812500 Penalty: 4342.220215
	Iteration 52Q: 3 clusters Score -793957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -793957.875000 Penalty: 4342.220215
	Iteration 53Q: 3 clusters Score -793957.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -793961.187500 Penalty: 4342.220215
	Iteration 54Q: 3 clusters Score -793961.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -793962.875000 Penalty: 4342.220215
	Iteration 55Q: 3 clusters Score -793962.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -793967.875000 Penalty: 4342.220215
	Iteration 56Q: 3 clusters Score -793967.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -793972.187500 Penalty: 4342.220215
	Iteration 57Q: 3 clusters Score -793972.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -793975.625000 Penalty: 4342.220215
	Iteration 58Q: 3 clusters Score -793975.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -793978.687500 Penalty: 4342.220215
	Iteration 59Q: 3 clusters Score -793978.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -793978.437500 Penalty: 4342.220215
	Iteration 60F: 3 clusters Score -793978.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -793978.750000 Penalty: 4342.220215
	Iteration 61Q: 3 clusters Score -793978.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -793979.125000 Penalty: 4342.220215
	Iteration 62Q: 3 clusters Score -793979.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -793979.125000 Penalty: 4342.220215
	Iteration 63F: 3 clusters Score -793979.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Entering Unmasked Estep 
Score: -3523235.000000 Penalty: 2550.807373
	Iteration 0F: 2 clusters Score -3523235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -3503247.250000 Penalty: 5101.614746
	Iteration 0F: 3 clusters Score -3503247 nChanged 13155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3510441.500000 Penalty: 5101.614746
	Iteration 1F: 3 clusters Score -3510442 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3510999.750000 Penalty: 5101.614746
	Iteration 2F: 3 clusters Score -3511000 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -3511552.250000 Penalty: 5101.614746
	Iteration 3Q: 3 clusters Score -3511552 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -3512231.000000 Penalty: 5101.614746
	Iteration 4Q: 3 clusters Score -3512231 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -3513081.000000 Penalty: 5101.614746
	Iteration 5F: 3 clusters Score -3513081 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -3514117.250000 Penalty: 5101.614746
	Iteration 6F: 3 clusters Score -3514117 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -3515385.000000 Penalty: 5101.614746
	Iteration 7F: 3 clusters Score -3515385 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -3516644.500000 Penalty: 5101.614746
	Iteration 8F: 3 clusters Score -3516644 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -3517682.000000 Penalty: 5101.614746
	Iteration 9F: 3 clusters Score -3517682 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -3518531.000000 Penalty: 5101.614746
	Iteration 10Q: 3 clusters Score -3518531 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -3519135.750000 Penalty: 5101.614746
	Iteration 11Q: 3 clusters Score -3519136 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -3519567.750000 Penalty: 5101.614746
	Iteration 12Q: 3 clusters Score -3519568 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -3519949.250000 Penalty: 5101.614746
	Iteration 13Q: 3 clusters Score -3519949 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -3520281.250000 Penalty: 5101.614746
	Iteration 14Q: 3 clusters Score -3520281 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -3520542.250000 Penalty: 5101.614746
	Iteration 15Q: 3 clusters Score -3520542 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -3520787.000000 Penalty: 5101.614746
	Iteration 16Q: 3 clusters Score -3520787 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3521013.250000 Penalty: 5101.614746
	Iteration 17Q: 3 clusters Score -3521013 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -3521208.500000 Penalty: 5101.614746
	Iteration 18Q: 3 clusters Score -3521208 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3521398.000000 Penalty: 5101.614746
	Iteration 19Q: 3 clusters Score -3521398 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -3521543.250000 Penalty: 5101.614746
	Iteration 20F: 3 clusters Score -3521543 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -3521666.750000 Penalty: 5101.614746
	Iteration 21Q: 3 clusters Score -3521667 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3521738.500000 Penalty: 5101.614746
	Iteration 22Q: 3 clusters Score -3521738 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3521800.500000 Penalty: 5101.614746
	Iteration 23Q: 3 clusters Score -3521800 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -3521843.750000 Penalty: 5101.614746
	Iteration 24Q: 3 clusters Score -3521844 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -3521867.000000 Penalty: 5101.614746
	Iteration 25Q: 3 clusters Score -3521867 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3521881.500000 Penalty: 5101.614746
	Iteration 26Q: 3 clusters Score -3521882 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3521903.000000 Penalty: 5101.614746
	Iteration 27Q: 3 clusters Score -3521903 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -3521901.250000 Penalty: 5101.614746
	Iteration 28Q: 3 clusters Score -3521901 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -3521922.750000 Penalty: 5101.614746
	Iteration 29Q: 3 clusters Score -3521923 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3521934.750000 Penalty: 5101.614746
	Iteration 30Q: 3 clusters Score -3521935 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3521933.000000 Penalty: 5101.614746
	Iteration 31Q: 3 clusters Score -3521933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3521923.500000 Penalty: 5101.614746
	Iteration 32Q: 3 clusters Score -3521924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3521929.750000 Penalty: 5101.614746
	Iteration 33Q: 3 clusters Score -3521930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3521933.750000 Penalty: 5101.614746
	Iteration 34Q: 3 clusters Score -3521934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3521941.000000 Penalty: 5101.614746
	Iteration 35Q: 3 clusters Score -3521941 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -3521950.250000 Penalty: 5101.614746
	Iteration 36Q: 3 clusters Score -3521950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -3521949.500000 Penalty: 5101.614746
	Iteration 37Q: 3 clusters Score -3521950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3521954.250000 Penalty: 5101.614746
	Iteration 38Q: 3 clusters Score -3521954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3521956.500000 Penalty: 5101.614746
	Iteration 39Q: 3 clusters Score -3521956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -3521958.250000 Penalty: 5101.614746
	Iteration 40F: 3 clusters Score -3521958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3521963.250000 Penalty: 5101.614746
	Iteration 41Q: 3 clusters Score -3521963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3521971.250000 Penalty: 5101.614746
	Iteration 42Q: 3 clusters Score -3521971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3521969.500000 Penalty: 5101.614746
	Iteration 43Q: 3 clusters Score -3521970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3521969.500000 Penalty: 5101.614746
	Iteration 44Q: 3 clusters Score -3521970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3521975.500000 Penalty: 5101.614746
	Iteration 45Q: 3 clusters Score -3521976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -3521978.500000 Penalty: 5101.614746
	Iteration 46Q: 3 clusters Score -3521978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -3521977.500000 Penalty: 5101.614746
	Iteration 47Q: 3 clusters Score -3521978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -3521983.250000 Penalty: 5101.614746
	Iteration 48Q: 3 clusters Score -3521983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3521981.250000 Penalty: 5101.614746
	Iteration 49Q: 3 clusters Score -3521981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3521979.000000 Penalty: 5101.614746
	Iteration 50Q: 3 clusters Score -3521979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3521979.000000 Penalty: 5101.614746
	Iteration 51Q: 3 clusters Score -3521979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -3521977.000000 Penalty: 5101.614746
	Iteration 52Q: 3 clusters Score -3521977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3521979.250000 Penalty: 5101.614746
	Iteration 53Q: 3 clusters Score -3521979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -3521980.250000 Penalty: 5101.614746
	Iteration 54Q: 3 clusters Score -3521980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3521980.250000 Penalty: 5101.614746
	Iteration 55Q: 3 clusters Score -3521980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -3521979.250000 Penalty: 5101.614746
	Iteration 56Q: 3 clusters Score -3521979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3521976.000000 Penalty: 5101.614746
	Iteration 57Q: 3 clusters Score -3521976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -3521979.750000 Penalty: 5101.614746
	Iteration 58Q: 3 clusters Score -3521980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3521977.000000 Penalty: 5101.614746
	Iteration 59Q: 3 clusters Score -3521977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3521985.000000 Penalty: 5101.614746
	Iteration 60F: 3 clusters Score -3521985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -3521994.000000 Penalty: 5101.614746
	Iteration 61Q: 3 clusters Score -3521994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -3521995.250000 Penalty: 5101.614746
	Iteration 62Q: 3 clusters Score -3521995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3521998.000000 Penalty: 5101.614746
	Iteration 63Q: 3 clusters Score -3521998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3521996.500000 Penalty: 5101.614746
	Iteration 64Q: 3 clusters Score -3521996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3521999.000000 Penalty: 5101.614746
	Iteration 65Q: 3 clusters Score -3521999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -3522001.500000 Penalty: 5101.614746
	Iteration 66Q: 3 clusters Score -3522002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -3521999.750000 Penalty: 5101.614746
	Iteration 67Q: 3 clusters Score -3522000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3521990.250000 Penalty: 5101.614746
	Iteration 68Q: 3 clusters Score -3521990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -3522004.000000 Penalty: 5101.614746
	Iteration 69Q: 3 clusters Score -3522004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3522004.250000 Penalty: 5101.614746
	Iteration 70Q: 3 clusters Score -3522004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3522005.250000 Penalty: 5101.614746
	Iteration 71Q: 3 clusters Score -3522005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3522001.000000 Penalty: 5101.614746
	Iteration 72Q: 3 clusters Score -3522001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3522001.750000 Penalty: 5101.614746
	Iteration 73Q: 3 clusters Score -3522002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -3522000.750000 Penalty: 5101.614746
	Iteration 74Q: 3 clusters Score -3522001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -3522004.000000 Penalty: 5101.614746
	Iteration 75Q: 3 clusters Score -3522004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -3522003.750000 Penalty: 5101.614746
	Iteration 76Q: 3 clusters Score -3522004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3522007.250000 Penalty: 5101.614746
	Iteration 77Q: 3 clusters Score -3522007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -3522007.750000 Penalty: 5101.614746
	Iteration 78Q: 3 clusters Score -3522008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -3522003.000000 Penalty: 5101.614746
	Iteration 79Q: 3 clusters Score -3522003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -3522005.750000 Penalty: 5101.614746
	Iteration 80F: 3 clusters Score -3522006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3522004.750000 Penalty: 5101.614746
	Iteration 81Q: 3 clusters Score -3522005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3522007.250000 Penalty: 5101.614746
	Iteration 82Q: 3 clusters Score -3522007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3522007.000000 Penalty: 5101.614746
	Iteration 83Q: 3 clusters Score -3522007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -3522006.250000 Penalty: 5101.614746
	Iteration 84Q: 3 clusters Score -3522006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3522003.250000 Penalty: 5101.614746
	Iteration 85Q: 3 clusters Score -3522003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -3522006.750000 Penalty: 5101.614746
	Iteration 86Q: 3 clusters Score -3522007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3522000.500000 Penalty: 5101.614746
	Iteration 87Q: 3 clusters Score -3522000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3522008.000000 Penalty: 5101.614746
	Iteration 88Q: 3 clusters Score -3522008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3522004.250000 Penalty: 5101.614746
	Iteration 89Q: 3 clusters Score -3522004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3522008.750000 Penalty: 5101.614746
	Iteration 90Q: 3 clusters Score -3522009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -3522015.500000 Penalty: 5101.614746
	Iteration 91Q: 3 clusters Score -3522016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -3522015.750000 Penalty: 5101.614746
	Iteration 92Q: 3 clusters Score -3522016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3522018.500000 Penalty: 5101.614746
	Iteration 93Q: 3 clusters Score -3522018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -3522025.500000 Penalty: 5101.614746
	Iteration 94Q: 3 clusters Score -3522026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3522019.500000 Penalty: 5101.614746
	Iteration 95Q: 3 clusters Score -3522020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3522016.250000 Penalty: 5101.614746
	Iteration 96Q: 3 clusters Score -3522016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -3522015.250000 Penalty: 5101.614746
	Iteration 97Q: 3 clusters Score -3522015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3522016.000000 Penalty: 5101.614746
	Iteration 98Q: 3 clusters Score -3522016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3522015.500000 Penalty: 5101.614746
	Iteration 99Q: 3 clusters Score -3522016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -3522013.250000 Penalty: 5101.614746
	Iteration 100F: 3 clusters Score -3522013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -3522013.250000 Penalty: 5101.614746
	Iteration 101Q: 3 clusters Score -3522013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -3522013.250000 Penalty: 5101.614746
	Iteration 102F: 3 clusters Score -3522013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -60407.566406 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -60407.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -58861.851562 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -58861.85 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59009.675781 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -59009.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59049.613281 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -59049.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -59063.992188 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -59063.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59081.585938 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -59081.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -59098.996094 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -59099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59106.695312 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -59106.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59114.582031 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -59114.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59117.687500 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -59117.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59117.687500 Penalty: 3080.457520
	Iteration 9F: 3 clusters Score -59117.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -87051.640625 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -87051.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85281.929688 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -85281.93 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85869.546875 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -85869.55 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -86456.562500 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -86456.56 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -86894.421875 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -86894.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -87093.296875 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -87093.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -87158.976562 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -87158.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -87191.304688 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -87191.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -87210.585938 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -87210.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -87216.578125 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -87216.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -87226.960938 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -87226.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -87247.531250 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -87247.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -87253.609375 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -87253.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -87255.242188 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -87255.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -87255.242188 Penalty: 3313.081299
	Iteration 13F: 3 clusters Score -87255.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276234 members 
Mstep: Class 8 contains 17924 members 
Mstep: Class 9 contains 25513 members 
Mstep: Class 10 contains 160528 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56878 members 
Mstep: Class 15 contains 41675 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29305 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 622 members 
Mstep: Class 21 contains 7201 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 174 members 
Entering Unmasked Estep 
Score: -90832256.000000 Penalty: 80247.148438
Splitting cluster 20 changes total score from -90833824.000000 to -90832256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (7201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Entering Unmasked Estep 
Score: -808459.875000 Penalty: 2202.729736
	Iteration 0F: 2 clusters Score -808459.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -802588.187500 Penalty: 4405.459473
	Iteration 0F: 3 clusters Score -802588.2 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -804225.062500 Penalty: 4405.459473
	Iteration 1F: 3 clusters Score -804225.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -804538.500000 Penalty: 4405.459473
	Iteration 2F: 3 clusters Score -804538.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -804758.062500 Penalty: 4405.459473
	Iteration 3F: 3 clusters Score -804758.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -804939.375000 Penalty: 4405.459473
	Iteration 4Q: 3 clusters Score -804939.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -805076.250000 Penalty: 4405.459473
	Iteration 5Q: 3 clusters Score -805076.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -805218.875000 Penalty: 4405.459473
	Iteration 6Q: 3 clusters Score -805218.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -805348.562500 Penalty: 4405.459473
	Iteration 7Q: 3 clusters Score -805348.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -805498.125000 Penalty: 4405.459473
	Iteration 8Q: 3 clusters Score -805498.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -805660.000000 Penalty: 4405.459473
	Iteration 9Q: 3 clusters Score -805660 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -805868.750000 Penalty: 4405.459473
	Iteration 10Q: 3 clusters Score -805868.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -806102.750000 Penalty: 4405.459473
	Iteration 11Q: 3 clusters Score -806102.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -806314.812500 Penalty: 4405.459473
	Iteration 12Q: 3 clusters Score -806314.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -806554.437500 Penalty: 4405.459473
	Iteration 13Q: 3 clusters Score -806554.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -806727.812500 Penalty: 4405.459473
	Iteration 14Q: 3 clusters Score -806727.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -806817.375000 Penalty: 4405.459473
	Iteration 15Q: 3 clusters Score -806817.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -806874.250000 Penalty: 4405.459473
	Iteration 16Q: 3 clusters Score -806874.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -806907.500000 Penalty: 4405.459473
	Iteration 17Q: 3 clusters Score -806907.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -806925.750000 Penalty: 4405.459473
	Iteration 18Q: 3 clusters Score -806925.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -806940.250000 Penalty: 4405.459473
	Iteration 19Q: 3 clusters Score -806940.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -806950.937500 Penalty: 4405.459473
	Iteration 20F: 3 clusters Score -806950.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -806957.687500 Penalty: 4405.459473
	Iteration 21Q: 3 clusters Score -806957.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -806964.937500 Penalty: 4405.459473
	Iteration 22Q: 3 clusters Score -806964.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -806968.437500 Penalty: 4405.459473
	Iteration 23Q: 3 clusters Score -806968.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -806971.437500 Penalty: 4405.459473
	Iteration 24Q: 3 clusters Score -806971.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -806975.187500 Penalty: 4405.459473
	Iteration 25Q: 3 clusters Score -806975.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -806976.687500 Penalty: 4405.459473
	Iteration 26Q: 3 clusters Score -806976.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -806981.500000 Penalty: 4405.459473
	Iteration 27Q: 3 clusters Score -806981.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -806984.312500 Penalty: 4405.459473
	Iteration 28Q: 3 clusters Score -806984.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -806984.937500 Penalty: 4405.459473
	Iteration 29Q: 3 clusters Score -806984.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -806985.125000 Penalty: 4405.459473
	Iteration 30Q: 3 clusters Score -806985.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -806986.812500 Penalty: 4405.459473
	Iteration 31Q: 3 clusters Score -806986.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -806986.500000 Penalty: 4405.459473
	Iteration 32Q: 3 clusters Score -806986.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -806986.125000 Penalty: 4405.459473
	Iteration 33Q: 3 clusters Score -806986.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -806988.062500 Penalty: 4405.459473
	Iteration 34Q: 3 clusters Score -806988.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -806989.250000 Penalty: 4405.459473
	Iteration 35Q: 3 clusters Score -806989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -806988.750000 Penalty: 4405.459473
	Iteration 36Q: 3 clusters Score -806988.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -806988.750000 Penalty: 4405.459473
	Iteration 37F: 3 clusters Score -806988.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -80394.492188 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -80394.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78668.843750 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -78668.84 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79025.234375 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -79025.23 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -79255.695312 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -79255.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79388.960938 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -79388.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79470.171875 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -79470.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79515.000000 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -79515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79544.226562 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -79544.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79577.671875 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -79577.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79645.726562 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -79645.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -79705.000000 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -79705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79729.460938 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -79729.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -79735.929688 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -79735.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79741.640625 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -79741.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -79746.750000 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -79746.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -79748.820312 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -79748.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -79748.820312 Penalty: 3274.210205
	Iteration 15F: 3 clusters Score -79748.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -292102.187500 Penalty: 1921.296875
	Iteration 0F: 2 clusters Score -292102.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -289252.562500 Penalty: 3842.593750
	Iteration 0F: 3 clusters Score -289252.6 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -289823.781250 Penalty: 3842.593750
	Iteration 1F: 3 clusters Score -289823.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -290014.562500 Penalty: 3842.593750
	Iteration 2F: 3 clusters Score -290014.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -290117.156250 Penalty: 3842.593750
	Iteration 3F: 3 clusters Score -290117.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -290177.718750 Penalty: 3842.593750
	Iteration 4Q: 3 clusters Score -290177.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -290201.656250 Penalty: 3842.593750
	Iteration 5Q: 3 clusters Score -290201.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -290220.750000 Penalty: 3842.593750
	Iteration 6Q: 3 clusters Score -290220.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -290240.625000 Penalty: 3842.593750
	Iteration 7Q: 3 clusters Score -290240.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -290262.718750 Penalty: 3842.593750
	Iteration 8Q: 3 clusters Score -290262.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -290287.812500 Penalty: 3842.593750
	Iteration 9Q: 3 clusters Score -290287.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -290310.093750 Penalty: 3842.593750
	Iteration 10Q: 3 clusters Score -290310.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -290325.562500 Penalty: 3842.593750
	Iteration 11Q: 3 clusters Score -290325.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -290346.468750 Penalty: 3842.593750
	Iteration 12Q: 3 clusters Score -290346.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -290358.406250 Penalty: 3842.593750
	Iteration 13Q: 3 clusters Score -290358.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -290367.062500 Penalty: 3842.593750
	Iteration 14Q: 3 clusters Score -290367.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -290376.031250 Penalty: 3842.593750
	Iteration 15Q: 3 clusters Score -290376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -290385.093750 Penalty: 3842.593750
	Iteration 16Q: 3 clusters Score -290385.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -290400.531250 Penalty: 3842.593750
	Iteration 17Q: 3 clusters Score -290400.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -290407.093750 Penalty: 3842.593750
	Iteration 18Q: 3 clusters Score -290407.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -290416.437500 Penalty: 3842.593750
	Iteration 19Q: 3 clusters Score -290416.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -290422.906250 Penalty: 3842.593750
	Iteration 20F: 3 clusters Score -290422.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -290429.531250 Penalty: 3842.593750
	Iteration 21Q: 3 clusters Score -290429.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -290434.937500 Penalty: 3842.593750
	Iteration 22Q: 3 clusters Score -290434.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -290438.031250 Penalty: 3842.593750
	Iteration 23Q: 3 clusters Score -290438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -290438.437500 Penalty: 3842.593750
	Iteration 24Q: 3 clusters Score -290438.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -290438.843750 Penalty: 3842.593750
	Iteration 25Q: 3 clusters Score -290438.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -290440.406250 Penalty: 3842.593750
	Iteration 26Q: 3 clusters Score -290440.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -290441.937500 Penalty: 3842.593750
	Iteration 27Q: 3 clusters Score -290441.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -290442.000000 Penalty: 3842.593750
	Iteration 28Q: 3 clusters Score -290442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -290442.312500 Penalty: 3842.593750
	Iteration 29Q: 3 clusters Score -290442.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -290442.812500 Penalty: 3842.593750
	Iteration 30Q: 3 clusters Score -290442.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -290443.312500 Penalty: 3842.593750
	Iteration 31Q: 3 clusters Score -290443.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -290444.781250 Penalty: 3842.593750
	Iteration 32Q: 3 clusters Score -290444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -290445.125000 Penalty: 3842.593750
	Iteration 33Q: 3 clusters Score -290445.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -290447.625000 Penalty: 3842.593750
	Iteration 34Q: 3 clusters Score -290447.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -290449.250000 Penalty: 3842.593750
	Iteration 35Q: 3 clusters Score -290449.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -290452.343750 Penalty: 3842.593750
	Iteration 36Q: 3 clusters Score -290452.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -290458.312500 Penalty: 3842.593750
	Iteration 37Q: 3 clusters Score -290458.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -290462.875000 Penalty: 3842.593750
	Iteration 38Q: 3 clusters Score -290462.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -290466.656250 Penalty: 3842.593750
	Iteration 39Q: 3 clusters Score -290466.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -290471.343750 Penalty: 3842.593750
	Iteration 40F: 3 clusters Score -290471.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -290475.218750 Penalty: 3842.593750
	Iteration 41Q: 3 clusters Score -290475.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -290476.093750 Penalty: 3842.593750
	Iteration 42Q: 3 clusters Score -290476.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -290476.093750 Penalty: 3842.593750
	Iteration 43F: 3 clusters Score -290476.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276234 members 
Mstep: Class 8 contains 17924 members 
Mstep: Class 9 contains 25513 members 
Mstep: Class 10 contains 160528 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56878 members 
Mstep: Class 15 contains 41675 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29305 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7201 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833816.000000 Penalty: 76903.515625
Iteration 319Q: 24 clusters Score -9.083382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276233 members 
Mstep: Class 8 contains 17930 members 
Mstep: Class 9 contains 25509 members 
Mstep: Class 10 contains 160529 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56878 members 
Mstep: Class 15 contains 41675 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29303 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7201 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833768.000000 Penalty: 76903.515625
Iteration 320F: 24 clusters Score -9.083377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276231 members 
Mstep: Class 8 contains 17935 members 
Mstep: Class 9 contains 25506 members 
Mstep: Class 10 contains 160530 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56878 members 
Mstep: Class 15 contains 41675 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29302 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7201 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833784.000000 Penalty: 76903.515625
Iteration 321Q: 24 clusters Score -9.083378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276229 members 
Mstep: Class 8 contains 17942 members 
Mstep: Class 9 contains 25500 members 
Mstep: Class 10 contains 160532 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56878 members 
Mstep: Class 15 contains 41675 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29301 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7201 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833776.000000 Penalty: 76903.515625
Iteration 322Q: 24 clusters Score -9.083378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276225 members 
Mstep: Class 8 contains 17947 members 
Mstep: Class 9 contains 25497 members 
Mstep: Class 10 contains 160534 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56878 members 
Mstep: Class 15 contains 41676 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29301 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7200 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833760.000000 Penalty: 76903.515625
Iteration 323Q: 24 clusters Score -9.083376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276226 members 
Mstep: Class 8 contains 17946 members 
Mstep: Class 9 contains 25497 members 
Mstep: Class 10 contains 160532 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56878 members 
Mstep: Class 15 contains 41676 members 
Mstep: Class 16 contains 12364 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29304 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7200 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833784.000000 Penalty: 76903.515625
Iteration 324Q: 24 clusters Score -9.083378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276226 members 
Mstep: Class 8 contains 17944 members 
Mstep: Class 9 contains 25496 members 
Mstep: Class 10 contains 160531 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56878 members 
Mstep: Class 15 contains 41677 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29308 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7198 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833776.000000 Penalty: 76903.515625
Iteration 325Q: 24 clusters Score -9.083378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276227 members 
Mstep: Class 8 contains 17944 members 
Mstep: Class 9 contains 25497 members 
Mstep: Class 10 contains 160530 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14456 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56878 members 
Mstep: Class 15 contains 41677 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29309 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833744.000000 Penalty: 76903.515625
Iteration 326Q: 24 clusters Score -9.083374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276227 members 
Mstep: Class 8 contains 17944 members 
Mstep: Class 9 contains 25497 members 
Mstep: Class 10 contains 160530 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14456 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56878 members 
Mstep: Class 15 contains 41677 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29309 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833776.000000 Penalty: 76903.515625
Iteration 327Q: 24 clusters Score -9.083378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276227 members 
Mstep: Class 8 contains 17944 members 
Mstep: Class 9 contains 25497 members 
Mstep: Class 10 contains 160529 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56877 members 
Mstep: Class 15 contains 41678 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29309 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833736.000000 Penalty: 76903.515625
Iteration 328Q: 24 clusters Score -9.083374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276225 members 
Mstep: Class 8 contains 17944 members 
Mstep: Class 9 contains 25497 members 
Mstep: Class 10 contains 160530 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56877 members 
Mstep: Class 15 contains 41679 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29309 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833776.000000 Penalty: 76903.515625
Iteration 329Q: 24 clusters Score -9.083378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276226 members 
Mstep: Class 8 contains 17944 members 
Mstep: Class 9 contains 25497 members 
Mstep: Class 10 contains 160529 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56877 members 
Mstep: Class 15 contains 41679 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29309 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833752.000000 Penalty: 76903.515625
Iteration 330Q: 24 clusters Score -9.083375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276227 members 
Mstep: Class 8 contains 17944 members 
Mstep: Class 9 contains 25497 members 
Mstep: Class 10 contains 160528 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56877 members 
Mstep: Class 15 contains 41679 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29309 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833776.000000 Penalty: 76903.515625
Iteration 331Q: 24 clusters Score -9.083378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276226 members 
Mstep: Class 8 contains 17944 members 
Mstep: Class 9 contains 25497 members 
Mstep: Class 10 contains 160529 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56877 members 
Mstep: Class 15 contains 41679 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29309 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833752.000000 Penalty: 76903.515625
Iteration 332Q: 24 clusters Score -9.083375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276226 members 
Mstep: Class 8 contains 17944 members 
Mstep: Class 9 contains 25497 members 
Mstep: Class 10 contains 160529 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56877 members 
Mstep: Class 15 contains 41679 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29309 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833752.000000 Penalty: 76903.515625
Iteration 333F: 24 clusters Score -9.083375e+07 nChanged 0
Entering ConstructFrom: 
Score: -90833752.000000 Penalty: 76903.515625
Entering ConstructFrom: 
Trying to split cluster 1 (39593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Entering Unmasked Estep 
Score: -5074539.500000 Penalty: 2625.429199
	Iteration 0F: 2 clusters Score -5074540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -5047690.000000 Penalty: 5250.858398
	Iteration 0F: 3 clusters Score -5047690 nChanged 18110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -5057684.500000 Penalty: 5250.858398
	Iteration 1F: 3 clusters Score -5057684 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -5058220.500000 Penalty: 5250.858398
	Iteration 2Q: 3 clusters Score -5058220 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -5058730.500000 Penalty: 5250.858398
	Iteration 3Q: 3 clusters Score -5058730 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -5059323.000000 Penalty: 5250.858398
	Iteration 4Q: 3 clusters Score -5059323 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -5059875.000000 Penalty: 5250.858398
	Iteration 5Q: 3 clusters Score -5059875 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -5060477.500000 Penalty: 5250.858398
	Iteration 6Q: 3 clusters Score -5060478 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -5061254.500000 Penalty: 5250.858398
	Iteration 7Q: 3 clusters Score -5061254 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -5062324.500000 Penalty: 5250.858398
	Iteration 8F: 3 clusters Score -5062324 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -5063604.000000 Penalty: 5250.858398
	Iteration 9F: 3 clusters Score -5063604 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -5064974.000000 Penalty: 5250.858398
	Iteration 10F: 3 clusters Score -5064974 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -5066396.000000 Penalty: 5250.858398
	Iteration 11F: 3 clusters Score -5066396 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -5067740.500000 Penalty: 5250.858398
	Iteration 12Q: 3 clusters Score -5067740 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -5068997.500000 Penalty: 5250.858398
	Iteration 13Q: 3 clusters Score -5068998 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -5070163.000000 Penalty: 5250.858398
	Iteration 14Q: 3 clusters Score -5070163 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -5070925.500000 Penalty: 5250.858398
	Iteration 15Q: 3 clusters Score -5070926 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -5071380.500000 Penalty: 5250.858398
	Iteration 16Q: 3 clusters Score -5071380 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -5071640.500000 Penalty: 5250.858398
	Iteration 17Q: 3 clusters Score -5071640 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -5071830.000000 Penalty: 5250.858398
	Iteration 18Q: 3 clusters Score -5071830 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -5071972.500000 Penalty: 5250.858398
	Iteration 19Q: 3 clusters Score -5071972 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5072108.500000 Penalty: 5250.858398
	Iteration 20F: 3 clusters Score -5072108 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5072214.000000 Penalty: 5250.858398
	Iteration 21Q: 3 clusters Score -5072214 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5072328.000000 Penalty: 5250.858398
	Iteration 22Q: 3 clusters Score -5072328 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5072383.000000 Penalty: 5250.858398
	Iteration 23Q: 3 clusters Score -5072383 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5072450.000000 Penalty: 5250.858398
	Iteration 24Q: 3 clusters Score -5072450 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5072522.500000 Penalty: 5250.858398
	Iteration 25Q: 3 clusters Score -5072522 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5072571.500000 Penalty: 5250.858398
	Iteration 26Q: 3 clusters Score -5072572 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5072616.000000 Penalty: 5250.858398
	Iteration 27Q: 3 clusters Score -5072616 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5072654.500000 Penalty: 5250.858398
	Iteration 28Q: 3 clusters Score -5072654 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5072673.500000 Penalty: 5250.858398
	Iteration 29Q: 3 clusters Score -5072674 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5072693.000000 Penalty: 5250.858398
	Iteration 30Q: 3 clusters Score -5072693 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5072708.500000 Penalty: 5250.858398
	Iteration 31Q: 3 clusters Score -5072708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5072709.500000 Penalty: 5250.858398
	Iteration 32Q: 3 clusters Score -5072710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5072715.500000 Penalty: 5250.858398
	Iteration 33Q: 3 clusters Score -5072716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5072722.500000 Penalty: 5250.858398
	Iteration 34Q: 3 clusters Score -5072722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5072723.000000 Penalty: 5250.858398
	Iteration 35Q: 3 clusters Score -5072723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5072732.500000 Penalty: 5250.858398
	Iteration 36Q: 3 clusters Score -5072732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5072738.500000 Penalty: 5250.858398
	Iteration 37Q: 3 clusters Score -5072738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5072744.000000 Penalty: 5250.858398
	Iteration 38Q: 3 clusters Score -5072744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5072759.500000 Penalty: 5250.858398
	Iteration 39Q: 3 clusters Score -5072760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5072780.500000 Penalty: 5250.858398
	Iteration 40F: 3 clusters Score -5072780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5072795.500000 Penalty: 5250.858398
	Iteration 41Q: 3 clusters Score -5072796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5072796.500000 Penalty: 5250.858398
	Iteration 42Q: 3 clusters Score -5072796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5072799.500000 Penalty: 5250.858398
	Iteration 43Q: 3 clusters Score -5072800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5072806.500000 Penalty: 5250.858398
	Iteration 44Q: 3 clusters Score -5072806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5072805.500000 Penalty: 5250.858398
	Iteration 45Q: 3 clusters Score -5072806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5072814.500000 Penalty: 5250.858398
	Iteration 46Q: 3 clusters Score -5072814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5072815.000000 Penalty: 5250.858398
	Iteration 47Q: 3 clusters Score -5072815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5072822.000000 Penalty: 5250.858398
	Iteration 48Q: 3 clusters Score -5072822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5072826.500000 Penalty: 5250.858398
	Iteration 49Q: 3 clusters Score -5072826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5072822.500000 Penalty: 5250.858398
	Iteration 50Q: 3 clusters Score -5072822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5072827.500000 Penalty: 5250.858398
	Iteration 51Q: 3 clusters Score -5072828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5072821.500000 Penalty: 5250.858398
	Iteration 52Q: 3 clusters Score -5072822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5072828.500000 Penalty: 5250.858398
	Iteration 53Q: 3 clusters Score -5072828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5072824.000000 Penalty: 5250.858398
	Iteration 54Q: 3 clusters Score -5072824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5072825.500000 Penalty: 5250.858398
	Iteration 55Q: 3 clusters Score -5072826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5072826.000000 Penalty: 5250.858398
	Iteration 56Q: 3 clusters Score -5072826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5072830.000000 Penalty: 5250.858398
	Iteration 57Q: 3 clusters Score -5072830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5072828.000000 Penalty: 5250.858398
	Iteration 58Q: 3 clusters Score -5072828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5072829.500000 Penalty: 5250.858398
	Iteration 59Q: 3 clusters Score -5072830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5072827.000000 Penalty: 5250.858398
	Iteration 60F: 3 clusters Score -5072827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5072830.500000 Penalty: 5250.858398
	Iteration 61Q: 3 clusters Score -5072830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5072832.000000 Penalty: 5250.858398
	Iteration 62Q: 3 clusters Score -5072832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5072833.500000 Penalty: 5250.858398
	Iteration 63Q: 3 clusters Score -5072834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5072836.000000 Penalty: 5250.858398
	Iteration 64Q: 3 clusters Score -5072836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5072838.500000 Penalty: 5250.858398
	Iteration 65Q: 3 clusters Score -5072838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5072842.500000 Penalty: 5250.858398
	Iteration 66Q: 3 clusters Score -5072842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5072839.500000 Penalty: 5250.858398
	Iteration 67Q: 3 clusters Score -5072840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5072850.000000 Penalty: 5250.858398
	Iteration 68Q: 3 clusters Score -5072850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5072848.500000 Penalty: 5250.858398
	Iteration 69Q: 3 clusters Score -5072848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5072846.500000 Penalty: 5250.858398
	Iteration 70Q: 3 clusters Score -5072846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5072847.500000 Penalty: 5250.858398
	Iteration 71Q: 3 clusters Score -5072848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5072848.500000 Penalty: 5250.858398
	Iteration 72Q: 3 clusters Score -5072848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5072843.000000 Penalty: 5250.858398
	Iteration 73Q: 3 clusters Score -5072843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5072847.000000 Penalty: 5250.858398
	Iteration 74Q: 3 clusters Score -5072847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5072849.000000 Penalty: 5250.858398
	Iteration 75Q: 3 clusters Score -5072849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5072845.500000 Penalty: 5250.858398
	Iteration 76Q: 3 clusters Score -5072846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5072854.000000 Penalty: 5250.858398
	Iteration 77Q: 3 clusters Score -5072854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5072851.500000 Penalty: 5250.858398
	Iteration 78Q: 3 clusters Score -5072852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5072851.500000 Penalty: 5250.858398
	Iteration 79F: 3 clusters Score -5072852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Entering Unmasked Estep 
Score: -1826924.500000 Penalty: 2364.094971
	Iteration 0F: 2 clusters Score -1826924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1816860.625000 Penalty: 4728.189941
	Iteration 0F: 3 clusters Score -1816861 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1820124.875000 Penalty: 4728.189941
	Iteration 1F: 3 clusters Score -1820125 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1820530.250000 Penalty: 4728.189941
	Iteration 2F: 3 clusters Score -1820530 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1820854.500000 Penalty: 4728.189941
	Iteration 3F: 3 clusters Score -1820854 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1821131.250000 Penalty: 4728.189941
	Iteration 4Q: 3 clusters Score -1821131 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1821396.125000 Penalty: 4728.189941
	Iteration 5Q: 3 clusters Score -1821396 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1821703.500000 Penalty: 4728.189941
	Iteration 6Q: 3 clusters Score -1821704 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1822014.250000 Penalty: 4728.189941
	Iteration 7Q: 3 clusters Score -1822014 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1822346.250000 Penalty: 4728.189941
	Iteration 8Q: 3 clusters Score -1822346 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1822735.375000 Penalty: 4728.189941
	Iteration 9Q: 3 clusters Score -1822735 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1823120.125000 Penalty: 4728.189941
	Iteration 10Q: 3 clusters Score -1823120 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1823478.500000 Penalty: 4728.189941
	Iteration 11Q: 3 clusters Score -1823478 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1823758.500000 Penalty: 4728.189941
	Iteration 12Q: 3 clusters Score -1823758 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1823959.000000 Penalty: 4728.189941
	Iteration 13Q: 3 clusters Score -1823959 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1824102.250000 Penalty: 4728.189941
	Iteration 14Q: 3 clusters Score -1824102 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1824217.000000 Penalty: 4728.189941
	Iteration 15Q: 3 clusters Score -1824217 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1824321.375000 Penalty: 4728.189941
	Iteration 16Q: 3 clusters Score -1824321 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1824416.000000 Penalty: 4728.189941
	Iteration 17Q: 3 clusters Score -1824416 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1824496.500000 Penalty: 4728.189941
	Iteration 18Q: 3 clusters Score -1824496 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1824534.750000 Penalty: 4728.189941
	Iteration 19Q: 3 clusters Score -1824535 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1824567.625000 Penalty: 4728.189941
	Iteration 20F: 3 clusters Score -1824568 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1824600.875000 Penalty: 4728.189941
	Iteration 21Q: 3 clusters Score -1824601 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1824639.875000 Penalty: 4728.189941
	Iteration 22Q: 3 clusters Score -1824640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1824670.750000 Penalty: 4728.189941
	Iteration 23Q: 3 clusters Score -1824671 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1824697.250000 Penalty: 4728.189941
	Iteration 24Q: 3 clusters Score -1824697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1824709.375000 Penalty: 4728.189941
	Iteration 25Q: 3 clusters Score -1824709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1824727.125000 Penalty: 4728.189941
	Iteration 26Q: 3 clusters Score -1824727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1824734.875000 Penalty: 4728.189941
	Iteration 27Q: 3 clusters Score -1824735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1824751.000000 Penalty: 4728.189941
	Iteration 28Q: 3 clusters Score -1824751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1824759.875000 Penalty: 4728.189941
	Iteration 29Q: 3 clusters Score -1824760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1824762.000000 Penalty: 4728.189941
	Iteration 30Q: 3 clusters Score -1824762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1824770.125000 Penalty: 4728.189941
	Iteration 31Q: 3 clusters Score -1824770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1824779.250000 Penalty: 4728.189941
	Iteration 32Q: 3 clusters Score -1824779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1824789.500000 Penalty: 4728.189941
	Iteration 33Q: 3 clusters Score -1824790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1824794.750000 Penalty: 4728.189941
	Iteration 34Q: 3 clusters Score -1824795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1824797.125000 Penalty: 4728.189941
	Iteration 35Q: 3 clusters Score -1824797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1824802.250000 Penalty: 4728.189941
	Iteration 36Q: 3 clusters Score -1824802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1824802.125000 Penalty: 4728.189941
	Iteration 37Q: 3 clusters Score -1824802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1824805.875000 Penalty: 4728.189941
	Iteration 38Q: 3 clusters Score -1824806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1824807.000000 Penalty: 4728.189941
	Iteration 39Q: 3 clusters Score -1824807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1824807.625000 Penalty: 4728.189941
	Iteration 40F: 3 clusters Score -1824808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1824810.125000 Penalty: 4728.189941
	Iteration 41Q: 3 clusters Score -1824810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1824809.250000 Penalty: 4728.189941
	Iteration 42Q: 3 clusters Score -1824809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1824810.250000 Penalty: 4728.189941
	Iteration 43Q: 3 clusters Score -1824810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1824811.250000 Penalty: 4728.189941
	Iteration 44Q: 3 clusters Score -1824811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1824811.625000 Penalty: 4728.189941
	Iteration 45Q: 3 clusters Score -1824812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1824809.625000 Penalty: 4728.189941
	Iteration 46Q: 3 clusters Score -1824810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1824810.625000 Penalty: 4728.189941
	Iteration 47Q: 3 clusters Score -1824811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1824810.625000 Penalty: 4728.189941
	Iteration 48F: 3 clusters Score -1824811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -151199.000000 Penalty: 1782.351440
	Iteration 0F: 2 clusters Score -151199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -149085.828125 Penalty: 3564.702881
	Iteration 0F: 3 clusters Score -149085.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -149538.406250 Penalty: 3564.702881
	Iteration 1F: 3 clusters Score -149538.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -149740.281250 Penalty: 3564.702881
	Iteration 2F: 3 clusters Score -149740.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -149975.812500 Penalty: 3564.702881
	Iteration 3F: 3 clusters Score -149975.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -150278.609375 Penalty: 3564.702881
	Iteration 4F: 3 clusters Score -150278.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -150459.515625 Penalty: 3564.702881
	Iteration 5F: 3 clusters Score -150459.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -150546.640625 Penalty: 3564.702881
	Iteration 6Q: 3 clusters Score -150546.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -150602.765625 Penalty: 3564.702881
	Iteration 7Q: 3 clusters Score -150602.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -150635.343750 Penalty: 3564.702881
	Iteration 8Q: 3 clusters Score -150635.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -150672.890625 Penalty: 3564.702881
	Iteration 9Q: 3 clusters Score -150672.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -150703.390625 Penalty: 3564.702881
	Iteration 10Q: 3 clusters Score -150703.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -150757.359375 Penalty: 3564.702881
	Iteration 11Q: 3 clusters Score -150757.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -150781.703125 Penalty: 3564.702881
	Iteration 12Q: 3 clusters Score -150781.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -150789.968750 Penalty: 3564.702881
	Iteration 13Q: 3 clusters Score -150790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -150794.671875 Penalty: 3564.702881
	Iteration 14Q: 3 clusters Score -150794.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -150796.390625 Penalty: 3564.702881
	Iteration 15Q: 3 clusters Score -150796.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -150798.546875 Penalty: 3564.702881
	Iteration 16Q: 3 clusters Score -150798.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -150804.953125 Penalty: 3564.702881
	Iteration 17Q: 3 clusters Score -150805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -150809.281250 Penalty: 3564.702881
	Iteration 18Q: 3 clusters Score -150809.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -150815.890625 Penalty: 3564.702881
	Iteration 19Q: 3 clusters Score -150815.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -150822.359375 Penalty: 3564.702881
	Iteration 20F: 3 clusters Score -150822.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -150833.750000 Penalty: 3564.702881
	Iteration 21Q: 3 clusters Score -150833.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -150843.968750 Penalty: 3564.702881
	Iteration 22Q: 3 clusters Score -150844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -150848.812500 Penalty: 3564.702881
	Iteration 23Q: 3 clusters Score -150848.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -150851.250000 Penalty: 3564.702881
	Iteration 24Q: 3 clusters Score -150851.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -150851.250000 Penalty: 3564.702881
	Iteration 25F: 3 clusters Score -150851.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Entering Unmasked Estep 
Score: -691888.312500 Penalty: 2125.729980
	Iteration 0F: 2 clusters Score -691888.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -687140.312500 Penalty: 4251.459961
	Iteration 0F: 3 clusters Score -687140.3 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -688300.250000 Penalty: 4251.459961
	Iteration 1F: 3 clusters Score -688300.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -688510.562500 Penalty: 4251.459961
	Iteration 2F: 3 clusters Score -688510.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -688655.437500 Penalty: 4251.459961
	Iteration 3F: 3 clusters Score -688655.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -688769.937500 Penalty: 4251.459961
	Iteration 4Q: 3 clusters Score -688769.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -688849.375000 Penalty: 4251.459961
	Iteration 5Q: 3 clusters Score -688849.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -688910.187500 Penalty: 4251.459961
	Iteration 6Q: 3 clusters Score -688910.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -688973.000000 Penalty: 4251.459961
	Iteration 7Q: 3 clusters Score -688973 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -689040.625000 Penalty: 4251.459961
	Iteration 8Q: 3 clusters Score -689040.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -689109.750000 Penalty: 4251.459961
	Iteration 9Q: 3 clusters Score -689109.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -689186.250000 Penalty: 4251.459961
	Iteration 10Q: 3 clusters Score -689186.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -689259.312500 Penalty: 4251.459961
	Iteration 11Q: 3 clusters Score -689259.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -689328.625000 Penalty: 4251.459961
	Iteration 12Q: 3 clusters Score -689328.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -689395.312500 Penalty: 4251.459961
	Iteration 13Q: 3 clusters Score -689395.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -689461.812500 Penalty: 4251.459961
	Iteration 14Q: 3 clusters Score -689461.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -689523.187500 Penalty: 4251.459961
	Iteration 15Q: 3 clusters Score -689523.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -689579.187500 Penalty: 4251.459961
	Iteration 16Q: 3 clusters Score -689579.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -689634.937500 Penalty: 4251.459961
	Iteration 17Q: 3 clusters Score -689634.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -689689.000000 Penalty: 4251.459961
	Iteration 18Q: 3 clusters Score -689689 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -689747.812500 Penalty: 4251.459961
	Iteration 19Q: 3 clusters Score -689747.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -689800.750000 Penalty: 4251.459961
	Iteration 20F: 3 clusters Score -689800.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -689836.437500 Penalty: 4251.459961
	Iteration 21Q: 3 clusters Score -689836.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -689876.062500 Penalty: 4251.459961
	Iteration 22Q: 3 clusters Score -689876.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -689902.750000 Penalty: 4251.459961
	Iteration 23Q: 3 clusters Score -689902.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -689935.500000 Penalty: 4251.459961
	Iteration 24Q: 3 clusters Score -689935.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -689955.625000 Penalty: 4251.459961
	Iteration 25Q: 3 clusters Score -689955.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -689972.812500 Penalty: 4251.459961
	Iteration 26Q: 3 clusters Score -689972.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -689983.500000 Penalty: 4251.459961
	Iteration 27Q: 3 clusters Score -689983.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -689994.875000 Penalty: 4251.459961
	Iteration 28Q: 3 clusters Score -689994.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -690001.187500 Penalty: 4251.459961
	Iteration 29Q: 3 clusters Score -690001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -690003.250000 Penalty: 4251.459961
	Iteration 30Q: 3 clusters Score -690003.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -690007.437500 Penalty: 4251.459961
	Iteration 31Q: 3 clusters Score -690007.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -690007.437500 Penalty: 4251.459961
	Iteration 32F: 3 clusters Score -690007.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Entering Unmasked Estep 
Score: -285099.156250 Penalty: 1914.674561
	Iteration 0F: 2 clusters Score -285099.2 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 1157 members 
Entering Unmasked Estep 
Score: -282306.812500 Penalty: 3829.349121
	Iteration 0F: 3 clusters Score -282306.8 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -282828.250000 Penalty: 3829.349121
	Iteration 1F: 3 clusters Score -282828.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -282956.218750 Penalty: 3829.349121
	Iteration 2F: 3 clusters Score -282956.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -283026.375000 Penalty: 3829.349121
	Iteration 3Q: 3 clusters Score -283026.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -283066.218750 Penalty: 3829.349121
	Iteration 4Q: 3 clusters Score -283066.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -283085.187500 Penalty: 3829.349121
	Iteration 5Q: 3 clusters Score -283085.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -283102.031250 Penalty: 3829.349121
	Iteration 6Q: 3 clusters Score -283102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -283108.218750 Penalty: 3829.349121
	Iteration 7Q: 3 clusters Score -283108.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -283112.406250 Penalty: 3829.349121
	Iteration 8Q: 3 clusters Score -283112.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -283114.406250 Penalty: 3829.349121
	Iteration 9Q: 3 clusters Score -283114.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -283116.500000 Penalty: 3829.349121
	Iteration 10Q: 3 clusters Score -283116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -283116.750000 Penalty: 3829.349121
	Iteration 11Q: 3 clusters Score -283116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -283118.750000 Penalty: 3829.349121
	Iteration 12Q: 3 clusters Score -283118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -283119.593750 Penalty: 3829.349121
	Iteration 13Q: 3 clusters Score -283119.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -283120.656250 Penalty: 3829.349121
	Iteration 14Q: 3 clusters Score -283120.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -283121.906250 Penalty: 3829.349121
	Iteration 15Q: 3 clusters Score -283121.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -283125.937500 Penalty: 3829.349121
	Iteration 16Q: 3 clusters Score -283125.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -283129.031250 Penalty: 3829.349121
	Iteration 17Q: 3 clusters Score -283129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -283136.375000 Penalty: 3829.349121
	Iteration 18Q: 3 clusters Score -283136.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -283144.375000 Penalty: 3829.349121
	Iteration 19Q: 3 clusters Score -283144.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -283149.406250 Penalty: 3829.349121
	Iteration 20F: 3 clusters Score -283149.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -283152.625000 Penalty: 3829.349121
	Iteration 21Q: 3 clusters Score -283152.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -283155.218750 Penalty: 3829.349121
	Iteration 22Q: 3 clusters Score -283155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -283156.500000 Penalty: 3829.349121
	Iteration 23Q: 3 clusters Score -283156.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -283157.218750 Penalty: 3829.349121
	Iteration 24Q: 3 clusters Score -283157.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -283157.218750 Penalty: 3829.349121
	Iteration 25F: 3 clusters Score -283157.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -62335.070312 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -62335.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60750.761719 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -60750.76 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61049.332031 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -61049.33 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61299.281250 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -61299.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61568.433594 Penalty: 3158.620605
	Iteration 3F: 3 clusters Score -61568.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61740.804688 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -61740.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61795.671875 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -61795.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61853.652344 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -61853.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61911.859375 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -61911.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61963.878906 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -61963.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62020.386719 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -62020.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62078.894531 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -62078.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62218.699219 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -62218.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -62374.789062 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -62374.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -62398.886719 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -62398.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62410.800781 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -62410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62414.281250 Penalty: 3158.620605
	Iteration 15Q: 3 clusters Score -62414.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62414.281250 Penalty: 3158.620605
	Iteration 16F: 3 clusters Score -62414.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 276226 members 
Mstep: Class 8 contains 17944 members 
Mstep: Class 9 contains 25497 members 
Mstep: Class 10 contains 160529 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56877 members 
Mstep: Class 15 contains 41679 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29309 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 227 members 
Entering Unmasked Estep 
Score: -90832088.000000 Penalty: 80247.148438
Splitting cluster 6 changes total score from -90833752.000000 to -90832088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (276226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276226 members 
Entering Unmasked Estep 
Score: -35928556.000000 Penalty: 3107.185791
	Iteration 0F: 2 clusters Score -3.592856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137466 members 
Mstep: Class 2 contains 138760 members 
Entering Unmasked Estep 
Score: -35756144.000000 Penalty: 6214.371582
	Iteration 0F: 3 clusters Score -3.575614e+07 nChanged 133858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124704 members 
Mstep: Class 2 contains 151522 members 
Entering Unmasked Estep 
Score: -35836688.000000 Penalty: 6214.371582
	Iteration 1F: 3 clusters Score -3.583669e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116657 members 
Mstep: Class 2 contains 159569 members 
Entering Unmasked Estep 
Score: -35839764.000000 Penalty: 6214.371582
	Iteration 2Q: 3 clusters Score -3.583976e+07 nChanged 13139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104384 members 
Mstep: Class 2 contains 171842 members 
Entering Unmasked Estep 
Score: -35845672.000000 Penalty: 6214.371582
	Iteration 3Q: 3 clusters Score -3.584567e+07 nChanged 17836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86950 members 
Mstep: Class 2 contains 189276 members 
Entering Unmasked Estep 
Score: -35856228.000000 Penalty: 6214.371582
	Iteration 4F: 3 clusters Score -3.585623e+07 nChanged 22277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 211325 members 
Entering Unmasked Estep 
Score: -35871456.000000 Penalty: 6214.371582
	Iteration 5F: 3 clusters Score -3.587146e+07 nChanged 22730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 233913 members 
Entering Unmasked Estep 
Score: -35888508.000000 Penalty: 6214.371582
	Iteration 6F: 3 clusters Score -3.588851e+07 nChanged 17830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 251691 members 
Entering Unmasked Estep 
Score: -35902860.000000 Penalty: 6214.371582
	Iteration 7F: 3 clusters Score -3.590286e+07 nChanged 11235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 262908 members 
Entering Unmasked Estep 
Score: -35912376.000000 Penalty: 6214.371582
	Iteration 8Q: 3 clusters Score -3.591238e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 269086 members 
Entering Unmasked Estep 
Score: -35918868.000000 Penalty: 6214.371582
	Iteration 9Q: 3 clusters Score -3.591887e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 272318 members 
Entering Unmasked Estep 
Score: -35922048.000000 Penalty: 6214.371582
	Iteration 10Q: 3 clusters Score -3.592205e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 273954 members 
Entering Unmasked Estep 
Score: -35923724.000000 Penalty: 6214.371582
	Iteration 11Q: 3 clusters Score -3.592372e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 274729 members 
Entering Unmasked Estep 
Score: -35924500.000000 Penalty: 6214.371582
	Iteration 12Q: 3 clusters Score -3.59245e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 275156 members 
Entering Unmasked Estep 
Score: -35924936.000000 Penalty: 6214.371582
	Iteration 13Q: 3 clusters Score -3.592494e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 275367 members 
Entering Unmasked Estep 
Score: -35925216.000000 Penalty: 6214.371582
	Iteration 14Q: 3 clusters Score -3.592522e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 275470 members 
Entering Unmasked Estep 
Score: -35925344.000000 Penalty: 6214.371582
	Iteration 15Q: 3 clusters Score -3.592534e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 275535 members 
Entering Unmasked Estep 
Score: -35925436.000000 Penalty: 6214.371582
	Iteration 16Q: 3 clusters Score -3.592544e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 275588 members 
Entering Unmasked Estep 
Score: -35925508.000000 Penalty: 6214.371582
	Iteration 17Q: 3 clusters Score -3.592551e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 275623 members 
Entering Unmasked Estep 
Score: -35925556.000000 Penalty: 6214.371582
	Iteration 18Q: 3 clusters Score -3.592556e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 275649 members 
Entering Unmasked Estep 
Score: -35925600.000000 Penalty: 6214.371582
	Iteration 19Q: 3 clusters Score -3.59256e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 275672 members 
Entering Unmasked Estep 
Score: -35925628.000000 Penalty: 6214.371582
	Iteration 20F: 3 clusters Score -3.592563e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 275687 members 
Entering Unmasked Estep 
Score: -35925640.000000 Penalty: 6214.371582
	Iteration 21Q: 3 clusters Score -3.592564e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 275701 members 
Entering Unmasked Estep 
Score: -35925676.000000 Penalty: 6214.371582
	Iteration 22Q: 3 clusters Score -3.592568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 275711 members 
Entering Unmasked Estep 
Score: -35925704.000000 Penalty: 6214.371582
	Iteration 23Q: 3 clusters Score -3.59257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 275716 members 
Entering Unmasked Estep 
Score: -35925704.000000 Penalty: 6214.371582
	Iteration 24Q: 3 clusters Score -3.59257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 275721 members 
Entering Unmasked Estep 
Score: -35925728.000000 Penalty: 6214.371582
	Iteration 25Q: 3 clusters Score -3.592573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 275723 members 
Entering Unmasked Estep 
Score: -35925724.000000 Penalty: 6214.371582
	Iteration 26Q: 3 clusters Score -3.592572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 275727 members 
Entering Unmasked Estep 
Score: -35925736.000000 Penalty: 6214.371582
	Iteration 27Q: 3 clusters Score -3.592574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 275731 members 
Entering Unmasked Estep 
Score: -35925744.000000 Penalty: 6214.371582
	Iteration 28Q: 3 clusters Score -3.592574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 275733 members 
Entering Unmasked Estep 
Score: -35925740.000000 Penalty: 6214.371582
	Iteration 29Q: 3 clusters Score -3.592574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 275731 members 
Entering Unmasked Estep 
Score: -35925744.000000 Penalty: 6214.371582
	Iteration 30Q: 3 clusters Score -3.592574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 275732 members 
Entering Unmasked Estep 
Score: -35925736.000000 Penalty: 6214.371582
	Iteration 31Q: 3 clusters Score -3.592574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 275730 members 
Entering Unmasked Estep 
Score: -35925740.000000 Penalty: 6214.371582
	Iteration 32Q: 3 clusters Score -3.592574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 275731 members 
Entering Unmasked Estep 
Score: -35925744.000000 Penalty: 6214.371582
	Iteration 33Q: 3 clusters Score -3.592574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 275731 members 
Entering Unmasked Estep 
Score: -35925744.000000 Penalty: 6214.371582
	Iteration 34F: 3 clusters Score -3.592574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Entering Unmasked Estep 
Score: -2228109.500000 Penalty: 2429.162842
	Iteration 0F: 2 clusters Score -2228110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2215334.750000 Penalty: 4858.325684
	Iteration 0F: 3 clusters Score -2215335 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2219765.500000 Penalty: 4858.325684
	Iteration 1F: 3 clusters Score -2219766 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2220294.000000 Penalty: 4858.325684
	Iteration 2F: 3 clusters Score -2220294 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2220889.750000 Penalty: 4858.325684
	Iteration 3F: 3 clusters Score -2220890 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2221562.750000 Penalty: 4858.325684
	Iteration 4F: 3 clusters Score -2221563 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2222202.500000 Penalty: 4858.325684
	Iteration 5F: 3 clusters Score -2222202 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2222735.250000 Penalty: 4858.325684
	Iteration 6F: 3 clusters Score -2222735 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2223180.250000 Penalty: 4858.325684
	Iteration 7Q: 3 clusters Score -2223180 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2223535.750000 Penalty: 4858.325684
	Iteration 8Q: 3 clusters Score -2223536 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2223827.250000 Penalty: 4858.325684
	Iteration 9Q: 3 clusters Score -2223827 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2224084.750000 Penalty: 4858.325684
	Iteration 10Q: 3 clusters Score -2224085 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2224318.250000 Penalty: 4858.325684
	Iteration 11Q: 3 clusters Score -2224318 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2224541.750000 Penalty: 4858.325684
	Iteration 12Q: 3 clusters Score -2224542 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2224758.750000 Penalty: 4858.325684
	Iteration 13Q: 3 clusters Score -2224759 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2224983.500000 Penalty: 4858.325684
	Iteration 14Q: 3 clusters Score -2224984 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2225182.500000 Penalty: 4858.325684
	Iteration 15Q: 3 clusters Score -2225182 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2225358.500000 Penalty: 4858.325684
	Iteration 16Q: 3 clusters Score -2225358 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2225490.750000 Penalty: 4858.325684
	Iteration 17Q: 3 clusters Score -2225491 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2225607.500000 Penalty: 4858.325684
	Iteration 18Q: 3 clusters Score -2225608 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2225697.500000 Penalty: 4858.325684
	Iteration 19Q: 3 clusters Score -2225698 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2225776.250000 Penalty: 4858.325684
	Iteration 20F: 3 clusters Score -2225776 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2225829.500000 Penalty: 4858.325684
	Iteration 21Q: 3 clusters Score -2225830 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2225880.250000 Penalty: 4858.325684
	Iteration 22Q: 3 clusters Score -2225880 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2225924.000000 Penalty: 4858.325684
	Iteration 23Q: 3 clusters Score -2225924 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2225949.250000 Penalty: 4858.325684
	Iteration 24Q: 3 clusters Score -2225949 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2225973.000000 Penalty: 4858.325684
	Iteration 25Q: 3 clusters Score -2225973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2225999.000000 Penalty: 4858.325684
	Iteration 26Q: 3 clusters Score -2225999 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2226007.500000 Penalty: 4858.325684
	Iteration 27Q: 3 clusters Score -2226008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2226018.000000 Penalty: 4858.325684
	Iteration 28Q: 3 clusters Score -2226018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2226031.500000 Penalty: 4858.325684
	Iteration 29Q: 3 clusters Score -2226032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2226037.750000 Penalty: 4858.325684
	Iteration 30Q: 3 clusters Score -2226038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2226047.250000 Penalty: 4858.325684
	Iteration 31Q: 3 clusters Score -2226047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2226058.750000 Penalty: 4858.325684
	Iteration 32Q: 3 clusters Score -2226059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2226065.000000 Penalty: 4858.325684
	Iteration 33Q: 3 clusters Score -2226065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2226070.250000 Penalty: 4858.325684
	Iteration 34Q: 3 clusters Score -2226070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2226073.500000 Penalty: 4858.325684
	Iteration 35Q: 3 clusters Score -2226074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2226079.250000 Penalty: 4858.325684
	Iteration 36Q: 3 clusters Score -2226079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2226080.750000 Penalty: 4858.325684
	Iteration 37Q: 3 clusters Score -2226081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2226088.500000 Penalty: 4858.325684
	Iteration 38Q: 3 clusters Score -2226088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2226091.250000 Penalty: 4858.325684
	Iteration 39Q: 3 clusters Score -2226091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2226102.500000 Penalty: 4858.325684
	Iteration 40F: 3 clusters Score -2226102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2226108.000000 Penalty: 4858.325684
	Iteration 41Q: 3 clusters Score -2226108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2226111.250000 Penalty: 4858.325684
	Iteration 42Q: 3 clusters Score -2226111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2226114.750000 Penalty: 4858.325684
	Iteration 43Q: 3 clusters Score -2226115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2226115.750000 Penalty: 4858.325684
	Iteration 44Q: 3 clusters Score -2226116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2226118.250000 Penalty: 4858.325684
	Iteration 45Q: 3 clusters Score -2226118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2226118.250000 Penalty: 4858.325684
	Iteration 46Q: 3 clusters Score -2226118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2226121.250000 Penalty: 4858.325684
	Iteration 47Q: 3 clusters Score -2226121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2226119.750000 Penalty: 4858.325684
	Iteration 48Q: 3 clusters Score -2226120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2226124.000000 Penalty: 4858.325684
	Iteration 49Q: 3 clusters Score -2226124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2226125.500000 Penalty: 4858.325684
	Iteration 50Q: 3 clusters Score -2226126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2226131.750000 Penalty: 4858.325684
	Iteration 51Q: 3 clusters Score -2226132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2226133.000000 Penalty: 4858.325684
	Iteration 52Q: 3 clusters Score -2226133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2226132.500000 Penalty: 4858.325684
	Iteration 53Q: 3 clusters Score -2226132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2226132.500000 Penalty: 4858.325684
	Iteration 54F: 3 clusters Score -2226132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Entering Unmasked Estep 
Score: -3286741.250000 Penalty: 2516.286621
	Iteration 0F: 2 clusters Score -3286741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -3269082.250000 Penalty: 5032.573242
	Iteration 0F: 3 clusters Score -3269082 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -3275278.000000 Penalty: 5032.573242
	Iteration 1F: 3 clusters Score -3275278 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3275739.500000 Penalty: 5032.573242
	Iteration 2F: 3 clusters Score -3275740 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -3276216.000000 Penalty: 5032.573242
	Iteration 3Q: 3 clusters Score -3276216 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -3276682.250000 Penalty: 5032.573242
	Iteration 4Q: 3 clusters Score -3276682 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -3277163.500000 Penalty: 5032.573242
	Iteration 5Q: 3 clusters Score -3277164 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3277693.000000 Penalty: 5032.573242
	Iteration 6Q: 3 clusters Score -3277693 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3278289.500000 Penalty: 5032.573242
	Iteration 7Q: 3 clusters Score -3278290 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -3278948.250000 Penalty: 5032.573242
	Iteration 8Q: 3 clusters Score -3278948 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3279666.250000 Penalty: 5032.573242
	Iteration 9Q: 3 clusters Score -3279666 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -3280484.000000 Penalty: 5032.573242
	Iteration 10Q: 3 clusters Score -3280484 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3281338.000000 Penalty: 5032.573242
	Iteration 11Q: 3 clusters Score -3281338 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3282160.000000 Penalty: 5032.573242
	Iteration 12Q: 3 clusters Score -3282160 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3282910.250000 Penalty: 5032.573242
	Iteration 13Q: 3 clusters Score -3282910 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3283437.250000 Penalty: 5032.573242
	Iteration 14Q: 3 clusters Score -3283437 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3283820.250000 Penalty: 5032.573242
	Iteration 15Q: 3 clusters Score -3283820 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3284056.250000 Penalty: 5032.573242
	Iteration 16Q: 3 clusters Score -3284056 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3284242.750000 Penalty: 5032.573242
	Iteration 17Q: 3 clusters Score -3284243 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3284339.750000 Penalty: 5032.573242
	Iteration 18Q: 3 clusters Score -3284340 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3284409.500000 Penalty: 5032.573242
	Iteration 19Q: 3 clusters Score -3284410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3284451.750000 Penalty: 5032.573242
	Iteration 20F: 3 clusters Score -3284452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3284490.750000 Penalty: 5032.573242
	Iteration 21Q: 3 clusters Score -3284491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3284525.750000 Penalty: 5032.573242
	Iteration 22Q: 3 clusters Score -3284526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3284557.250000 Penalty: 5032.573242
	Iteration 23Q: 3 clusters Score -3284557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3284570.750000 Penalty: 5032.573242
	Iteration 24Q: 3 clusters Score -3284571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3284586.500000 Penalty: 5032.573242
	Iteration 25Q: 3 clusters Score -3284586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3284599.500000 Penalty: 5032.573242
	Iteration 26Q: 3 clusters Score -3284600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3284610.000000 Penalty: 5032.573242
	Iteration 27Q: 3 clusters Score -3284610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3284614.750000 Penalty: 5032.573242
	Iteration 28Q: 3 clusters Score -3284615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3284623.250000 Penalty: 5032.573242
	Iteration 29Q: 3 clusters Score -3284623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3284627.000000 Penalty: 5032.573242
	Iteration 30Q: 3 clusters Score -3284627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3284629.000000 Penalty: 5032.573242
	Iteration 31Q: 3 clusters Score -3284629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3284626.500000 Penalty: 5032.573242
	Iteration 32Q: 3 clusters Score -3284626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3284630.750000 Penalty: 5032.573242
	Iteration 33Q: 3 clusters Score -3284631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3284634.250000 Penalty: 5032.573242
	Iteration 34Q: 3 clusters Score -3284634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3284638.000000 Penalty: 5032.573242
	Iteration 35Q: 3 clusters Score -3284638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3284643.500000 Penalty: 5032.573242
	Iteration 36Q: 3 clusters Score -3284644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3284645.000000 Penalty: 5032.573242
	Iteration 37Q: 3 clusters Score -3284645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3284645.250000 Penalty: 5032.573242
	Iteration 38Q: 3 clusters Score -3284645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3284645.250000 Penalty: 5032.573242
	Iteration 39F: 3 clusters Score -3284645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160529 members 
Entering Unmasked Estep 
Score: -20869440.000000 Penalty: 2972.584961
	Iteration 0F: 2 clusters Score -2.086944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 80542 members 
Entering Unmasked Estep 
Score: -20763582.000000 Penalty: 5945.169922
	Iteration 0F: 3 clusters Score -2.076358e+07 nChanged 76999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
Score: -20809698.000000 Penalty: 5945.169922
	Iteration 1F: 3 clusters Score -2.08097e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71506 members 
Mstep: Class 2 contains 89023 members 
Entering Unmasked Estep 
Score: -20811898.000000 Penalty: 5945.169922
	Iteration 2Q: 3 clusters Score -2.08119e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 93769 members 
Entering Unmasked Estep 
Score: -20815482.000000 Penalty: 5945.169922
	Iteration 3Q: 3 clusters Score -2.081548e+07 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 100406 members 
Entering Unmasked Estep 
Score: -20821500.000000 Penalty: 5945.169922
	Iteration 4F: 3 clusters Score -2.08215e+07 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 108419 members 
Entering Unmasked Estep 
Score: -20830566.000000 Penalty: 5945.169922
	Iteration 5F: 3 clusters Score -2.083057e+07 nChanged 11657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 116562 members 
Entering Unmasked Estep 
Score: -20840696.000000 Penalty: 5945.169922
	Iteration 6F: 3 clusters Score -2.08407e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 122839 members 
Entering Unmasked Estep 
Score: -20849118.000000 Penalty: 5945.169922
	Iteration 7F: 3 clusters Score -2.084912e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 126781 members 
Entering Unmasked Estep 
Score: -20854460.000000 Penalty: 5945.169922
	Iteration 8Q: 3 clusters Score -2.085446e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 129420 members 
Entering Unmasked Estep 
Score: -20857286.000000 Penalty: 5945.169922
	Iteration 9Q: 3 clusters Score -2.085729e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 131606 members 
Entering Unmasked Estep 
Score: -20858740.000000 Penalty: 5945.169922
	Iteration 10Q: 3 clusters Score -2.085874e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 133578 members 
Entering Unmasked Estep 
Score: -20859750.000000 Penalty: 5945.169922
	Iteration 11Q: 3 clusters Score -2.085975e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 135413 members 
Entering Unmasked Estep 
Score: -20860648.000000 Penalty: 5945.169922
	Iteration 12Q: 3 clusters Score -2.086065e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 137051 members 
Entering Unmasked Estep 
Score: -20861508.000000 Penalty: 5945.169922
	Iteration 13Q: 3 clusters Score -2.086151e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 138551 members 
Entering Unmasked Estep 
Score: -20862220.000000 Penalty: 5945.169922
	Iteration 14Q: 3 clusters Score -2.086222e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 140006 members 
Entering Unmasked Estep 
Score: -20862862.000000 Penalty: 5945.169922
	Iteration 15Q: 3 clusters Score -2.086286e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 141345 members 
Entering Unmasked Estep 
Score: -20863320.000000 Penalty: 5945.169922
	Iteration 16Q: 3 clusters Score -2.086332e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 142669 members 
Entering Unmasked Estep 
Score: -20863842.000000 Penalty: 5945.169922
	Iteration 17Q: 3 clusters Score -2.086384e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 143849 members 
Entering Unmasked Estep 
Score: -20864344.000000 Penalty: 5945.169922
	Iteration 18Q: 3 clusters Score -2.086434e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 144952 members 
Entering Unmasked Estep 
Score: -20864524.000000 Penalty: 5945.169922
	Iteration 19Q: 3 clusters Score -2.086452e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 146007 members 
Entering Unmasked Estep 
Score: -20864886.000000 Penalty: 5945.169922
	Iteration 20F: 3 clusters Score -2.086489e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 146999 members 
Entering Unmasked Estep 
Score: -20865168.000000 Penalty: 5945.169922
	Iteration 21Q: 3 clusters Score -2.086517e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 147964 members 
Entering Unmasked Estep 
Score: -20865408.000000 Penalty: 5945.169922
	Iteration 22Q: 3 clusters Score -2.086541e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 148861 members 
Entering Unmasked Estep 
Score: -20865572.000000 Penalty: 5945.169922
	Iteration 23Q: 3 clusters Score -2.086557e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 149739 members 
Entering Unmasked Estep 
Score: -20865788.000000 Penalty: 5945.169922
	Iteration 24Q: 3 clusters Score -2.086579e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 150605 members 
Entering Unmasked Estep 
Score: -20866084.000000 Penalty: 5945.169922
	Iteration 25Q: 3 clusters Score -2.086608e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 151414 members 
Entering Unmasked Estep 
Score: -20866228.000000 Penalty: 5945.169922
	Iteration 26Q: 3 clusters Score -2.086623e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 152152 members 
Entering Unmasked Estep 
Score: -20866368.000000 Penalty: 5945.169922
	Iteration 27Q: 3 clusters Score -2.086637e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 152855 members 
Entering Unmasked Estep 
Score: -20866514.000000 Penalty: 5945.169922
	Iteration 28Q: 3 clusters Score -2.086651e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 153513 members 
Entering Unmasked Estep 
Score: -20866570.000000 Penalty: 5945.169922
	Iteration 29Q: 3 clusters Score -2.086657e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 154108 members 
Entering Unmasked Estep 
Score: -20866760.000000 Penalty: 5945.169922
	Iteration 30Q: 3 clusters Score -2.086676e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 154696 members 
Entering Unmasked Estep 
Score: -20866880.000000 Penalty: 5945.169922
	Iteration 31Q: 3 clusters Score -2.086688e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 155218 members 
Entering Unmasked Estep 
Score: -20866966.000000 Penalty: 5945.169922
	Iteration 32Q: 3 clusters Score -2.086697e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 155689 members 
Entering Unmasked Estep 
Score: -20867008.000000 Penalty: 5945.169922
	Iteration 33Q: 3 clusters Score -2.086701e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 156094 members 
Entering Unmasked Estep 
Score: -20866998.000000 Penalty: 5945.169922
	Iteration 34Q: 3 clusters Score -2.0867e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 156449 members 
Entering Unmasked Estep 
Score: -20867080.000000 Penalty: 5945.169922
	Iteration 35Q: 3 clusters Score -2.086708e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 156757 members 
Entering Unmasked Estep 
Score: -20867140.000000 Penalty: 5945.169922
	Iteration 36Q: 3 clusters Score -2.086714e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 157027 members 
Entering Unmasked Estep 
Score: -20867148.000000 Penalty: 5945.169922
	Iteration 37Q: 3 clusters Score -2.086715e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 157245 members 
Entering Unmasked Estep 
Score: -20867140.000000 Penalty: 5945.169922
	Iteration 38Q: 3 clusters Score -2.086714e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 157420 members 
Entering Unmasked Estep 
Score: -20867170.000000 Penalty: 5945.169922
	Iteration 39Q: 3 clusters Score -2.086717e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 157550 members 
Entering Unmasked Estep 
Score: -20867180.000000 Penalty: 5945.169922
	Iteration 40F: 3 clusters Score -2.086718e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 157680 members 
Entering Unmasked Estep 
Score: -20867176.000000 Penalty: 5945.169922
	Iteration 41Q: 3 clusters Score -2.086718e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 157799 members 
Entering Unmasked Estep 
Score: -20867250.000000 Penalty: 5945.169922
	Iteration 42Q: 3 clusters Score -2.086725e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 157906 members 
Entering Unmasked Estep 
Score: -20867280.000000 Penalty: 5945.169922
	Iteration 43Q: 3 clusters Score -2.086728e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 157987 members 
Entering Unmasked Estep 
Score: -20867264.000000 Penalty: 5945.169922
	Iteration 44Q: 3 clusters Score -2.086726e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 158059 members 
Entering Unmasked Estep 
Score: -20867276.000000 Penalty: 5945.169922
	Iteration 45Q: 3 clusters Score -2.086728e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 158133 members 
Entering Unmasked Estep 
Score: -20867240.000000 Penalty: 5945.169922
	Iteration 46Q: 3 clusters Score -2.086724e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 158190 members 
Entering Unmasked Estep 
Score: -20867284.000000 Penalty: 5945.169922
	Iteration 47Q: 3 clusters Score -2.086728e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 158247 members 
Entering Unmasked Estep 
Score: -20867304.000000 Penalty: 5945.169922
	Iteration 48Q: 3 clusters Score -2.08673e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 158302 members 
Entering Unmasked Estep 
Score: -20867296.000000 Penalty: 5945.169922
	Iteration 49Q: 3 clusters Score -2.08673e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 158354 members 
Entering Unmasked Estep 
Score: -20867322.000000 Penalty: 5945.169922
	Iteration 50Q: 3 clusters Score -2.086732e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 158407 members 
Entering Unmasked Estep 
Score: -20867312.000000 Penalty: 5945.169922
	Iteration 51Q: 3 clusters Score -2.086731e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 158450 members 
Entering Unmasked Estep 
Score: -20867296.000000 Penalty: 5945.169922
	Iteration 52Q: 3 clusters Score -2.08673e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 158493 members 
Entering Unmasked Estep 
Score: -20867292.000000 Penalty: 5945.169922
	Iteration 53Q: 3 clusters Score -2.086729e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 158531 members 
Entering Unmasked Estep 
Score: -20867264.000000 Penalty: 5945.169922
	Iteration 54Q: 3 clusters Score -2.086726e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 158561 members 
Entering Unmasked Estep 
Score: -20867242.000000 Penalty: 5945.169922
	Iteration 55Q: 3 clusters Score -2.086724e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 158593 members 
Entering Unmasked Estep 
Score: -20867256.000000 Penalty: 5945.169922
	Iteration 56Q: 3 clusters Score -2.086726e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 158616 members 
Entering Unmasked Estep 
Score: -20867268.000000 Penalty: 5945.169922
	Iteration 57Q: 3 clusters Score -2.086727e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 158630 members 
Entering Unmasked Estep 
Score: -20867274.000000 Penalty: 5945.169922
	Iteration 58Q: 3 clusters Score -2.086727e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 158646 members 
Entering Unmasked Estep 
Score: -20867256.000000 Penalty: 5945.169922
	Iteration 59Q: 3 clusters Score -2.086726e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 158664 members 
Entering Unmasked Estep 
Score: -20867260.000000 Penalty: 5945.169922
	Iteration 60F: 3 clusters Score -2.086726e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 158680 members 
Entering Unmasked Estep 
Score: -20867266.000000 Penalty: 5945.169922
	Iteration 61Q: 3 clusters Score -2.086727e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 158703 members 
Entering Unmasked Estep 
Score: -20867234.000000 Penalty: 5945.169922
	Iteration 62Q: 3 clusters Score -2.086723e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 158729 members 
Entering Unmasked Estep 
Score: -20867244.000000 Penalty: 5945.169922
	Iteration 63Q: 3 clusters Score -2.086724e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 158743 members 
Entering Unmasked Estep 
Score: -20867266.000000 Penalty: 5945.169922
	Iteration 64Q: 3 clusters Score -2.086727e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 158764 members 
Entering Unmasked Estep 
Score: -20867268.000000 Penalty: 5945.169922
	Iteration 65Q: 3 clusters Score -2.086727e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 158782 members 
Entering Unmasked Estep 
Score: -20867250.000000 Penalty: 5945.169922
	Iteration 66Q: 3 clusters Score -2.086725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 158791 members 
Entering Unmasked Estep 
Score: -20867268.000000 Penalty: 5945.169922
	Iteration 67Q: 3 clusters Score -2.086727e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 158800 members 
Entering Unmasked Estep 
Score: -20867274.000000 Penalty: 5945.169922
	Iteration 68Q: 3 clusters Score -2.086727e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 158809 members 
Entering Unmasked Estep 
Score: -20867258.000000 Penalty: 5945.169922
	Iteration 69Q: 3 clusters Score -2.086726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 158825 members 
Entering Unmasked Estep 
Score: -20867258.000000 Penalty: 5945.169922
	Iteration 70Q: 3 clusters Score -2.086726e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 158835 members 
Entering Unmasked Estep 
Score: -20867264.000000 Penalty: 5945.169922
	Iteration 71Q: 3 clusters Score -2.086726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 158846 members 
Entering Unmasked Estep 
Score: -20867264.000000 Penalty: 5945.169922
	Iteration 72Q: 3 clusters Score -2.086726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 158852 members 
Entering Unmasked Estep 
Score: -20867252.000000 Penalty: 5945.169922
	Iteration 73Q: 3 clusters Score -2.086725e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 158865 members 
Entering Unmasked Estep 
Score: -20867256.000000 Penalty: 5945.169922
	Iteration 74Q: 3 clusters Score -2.086726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 158880 members 
Entering Unmasked Estep 
Score: -20867246.000000 Penalty: 5945.169922
	Iteration 75Q: 3 clusters Score -2.086725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 158887 members 
Entering Unmasked Estep 
Score: -20867272.000000 Penalty: 5945.169922
	Iteration 76Q: 3 clusters Score -2.086727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 158894 members 
Entering Unmasked Estep 
Score: -20867276.000000 Penalty: 5945.169922
	Iteration 77Q: 3 clusters Score -2.086728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 158898 members 
Entering Unmasked Estep 
Score: -20867276.000000 Penalty: 5945.169922
	Iteration 78Q: 3 clusters Score -2.086728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 158904 members 
Entering Unmasked Estep 
Score: -20867286.000000 Penalty: 5945.169922
	Iteration 79Q: 3 clusters Score -2.086729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 158912 members 
Entering Unmasked Estep 
Score: -20867284.000000 Penalty: 5945.169922
	Iteration 80F: 3 clusters Score -2.086728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 158921 members 
Entering Unmasked Estep 
Score: -20867294.000000 Penalty: 5945.169922
	Iteration 81Q: 3 clusters Score -2.086729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 158931 members 
Entering Unmasked Estep 
Score: -20867280.000000 Penalty: 5945.169922
	Iteration 82Q: 3 clusters Score -2.086728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 158939 members 
Entering Unmasked Estep 
Score: -20867286.000000 Penalty: 5945.169922
	Iteration 83Q: 3 clusters Score -2.086729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 158945 members 
Entering Unmasked Estep 
Score: -20867284.000000 Penalty: 5945.169922
	Iteration 84Q: 3 clusters Score -2.086728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 158953 members 
Entering Unmasked Estep 
Score: -20867284.000000 Penalty: 5945.169922
	Iteration 85Q: 3 clusters Score -2.086728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 158957 members 
Entering Unmasked Estep 
Score: -20867286.000000 Penalty: 5945.169922
	Iteration 86Q: 3 clusters Score -2.086729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 158962 members 
Entering Unmasked Estep 
Score: -20867274.000000 Penalty: 5945.169922
	Iteration 87Q: 3 clusters Score -2.086727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 158966 members 
Entering Unmasked Estep 
Score: -20867260.000000 Penalty: 5945.169922
	Iteration 88Q: 3 clusters Score -2.086726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 158972 members 
Entering Unmasked Estep 
Score: -20867268.000000 Penalty: 5945.169922
	Iteration 89Q: 3 clusters Score -2.086727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 158976 members 
Entering Unmasked Estep 
Score: -20867270.000000 Penalty: 5945.169922
	Iteration 90Q: 3 clusters Score -2.086727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 158980 members 
Entering Unmasked Estep 
Score: -20867276.000000 Penalty: 5945.169922
	Iteration 91Q: 3 clusters Score -2.086728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 158982 members 
Entering Unmasked Estep 
Score: -20867266.000000 Penalty: 5945.169922
	Iteration 92Q: 3 clusters Score -2.086727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 158982 members 
Entering Unmasked Estep 
Score: -20867266.000000 Penalty: 5945.169922
	Iteration 93Q: 3 clusters Score -2.086727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 158981 members 
Entering Unmasked Estep 
Score: -20867264.000000 Penalty: 5945.169922
	Iteration 94Q: 3 clusters Score -2.086726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 158980 members 
Entering Unmasked Estep 
Score: -20867272.000000 Penalty: 5945.169922
	Iteration 95Q: 3 clusters Score -2.086727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 158981 members 
Entering Unmasked Estep 
Score: -20867276.000000 Penalty: 5945.169922
	Iteration 96Q: 3 clusters Score -2.086728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 158986 members 
Entering Unmasked Estep 
Score: -20867284.000000 Penalty: 5945.169922
	Iteration 97Q: 3 clusters Score -2.086728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 158988 members 
Entering Unmasked Estep 
Score: -20867258.000000 Penalty: 5945.169922
	Iteration 98Q: 3 clusters Score -2.086726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 158987 members 
Entering Unmasked Estep 
Score: -20867262.000000 Penalty: 5945.169922
	Iteration 99Q: 3 clusters Score -2.086726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 158991 members 
Entering Unmasked Estep 
Score: -20867266.000000 Penalty: 5945.169922
	Iteration 100F: 3 clusters Score -2.086727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 158993 members 
Entering Unmasked Estep 
Score: -20867274.000000 Penalty: 5945.169922
	Iteration 101Q: 3 clusters Score -2.086727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 158994 members 
Entering Unmasked Estep 
Score: -20867290.000000 Penalty: 5945.169922
	Iteration 102Q: 3 clusters Score -2.086729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 158996 members 
Entering Unmasked Estep 
Score: -20867288.000000 Penalty: 5945.169922
	Iteration 103Q: 3 clusters Score -2.086729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 158997 members 
Entering Unmasked Estep 
Score: -20867296.000000 Penalty: 5945.169922
	Iteration 104Q: 3 clusters Score -2.08673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 158996 members 
Entering Unmasked Estep 
Score: -20867284.000000 Penalty: 5945.169922
	Iteration 105Q: 3 clusters Score -2.086728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 158996 members 
Entering Unmasked Estep 
Score: -20867284.000000 Penalty: 5945.169922
	Iteration 106F: 3 clusters Score -2.086728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -45265.468750 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -45265.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43799.339844 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -43799.34 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43957.890625 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -43957.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44006.500000 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -44006.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44019.984375 Penalty: 3049.640381
	Iteration 3Q: 3 clusters Score -44019.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44030.289062 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -44030.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44030.289062 Penalty: 3049.640381
	Iteration 5F: 3 clusters Score -44030.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Entering Unmasked Estep 
Score: -1889411.875000 Penalty: 2375.575684
	Iteration 0F: 2 clusters Score -1889412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1878821.500000 Penalty: 4751.151367
	Iteration 0F: 3 clusters Score -1878822 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1882184.000000 Penalty: 4751.151367
	Iteration 1F: 3 clusters Score -1882184 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1882490.500000 Penalty: 4751.151367
	Iteration 2F: 3 clusters Score -1882490 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1882709.500000 Penalty: 4751.151367
	Iteration 3Q: 3 clusters Score -1882710 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1882871.250000 Penalty: 4751.151367
	Iteration 4Q: 3 clusters Score -1882871 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1882996.750000 Penalty: 4751.151367
	Iteration 5Q: 3 clusters Score -1882997 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1883092.500000 Penalty: 4751.151367
	Iteration 6Q: 3 clusters Score -1883092 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1883170.750000 Penalty: 4751.151367
	Iteration 7Q: 3 clusters Score -1883171 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1883232.875000 Penalty: 4751.151367
	Iteration 8Q: 3 clusters Score -1883233 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1883294.750000 Penalty: 4751.151367
	Iteration 9Q: 3 clusters Score -1883295 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1883342.625000 Penalty: 4751.151367
	Iteration 10Q: 3 clusters Score -1883343 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1883392.875000 Penalty: 4751.151367
	Iteration 11Q: 3 clusters Score -1883393 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1883434.750000 Penalty: 4751.151367
	Iteration 12Q: 3 clusters Score -1883435 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1883479.125000 Penalty: 4751.151367
	Iteration 13Q: 3 clusters Score -1883479 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1883524.500000 Penalty: 4751.151367
	Iteration 14Q: 3 clusters Score -1883524 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1883558.500000 Penalty: 4751.151367
	Iteration 15Q: 3 clusters Score -1883558 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1883609.000000 Penalty: 4751.151367
	Iteration 16Q: 3 clusters Score -1883609 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1883665.875000 Penalty: 4751.151367
	Iteration 17Q: 3 clusters Score -1883666 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1883725.875000 Penalty: 4751.151367
	Iteration 18Q: 3 clusters Score -1883726 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1883811.000000 Penalty: 4751.151367
	Iteration 19Q: 3 clusters Score -1883811 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1883910.000000 Penalty: 4751.151367
	Iteration 20F: 3 clusters Score -1883910 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1884006.500000 Penalty: 4751.151367
	Iteration 21Q: 3 clusters Score -1884006 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1884130.875000 Penalty: 4751.151367
	Iteration 22Q: 3 clusters Score -1884131 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1884326.250000 Penalty: 4751.151367
	Iteration 23Q: 3 clusters Score -1884326 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1884583.375000 Penalty: 4751.151367
	Iteration 24Q: 3 clusters Score -1884583 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1884893.375000 Penalty: 4751.151367
	Iteration 25Q: 3 clusters Score -1884893 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1885213.125000 Penalty: 4751.151367
	Iteration 26Q: 3 clusters Score -1885213 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1885520.500000 Penalty: 4751.151367
	Iteration 27Q: 3 clusters Score -1885520 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1885831.375000 Penalty: 4751.151367
	Iteration 28Q: 3 clusters Score -1885831 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1886110.875000 Penalty: 4751.151367
	Iteration 29Q: 3 clusters Score -1886111 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1886376.125000 Penalty: 4751.151367
	Iteration 30Q: 3 clusters Score -1886376 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1886608.125000 Penalty: 4751.151367
	Iteration 31Q: 3 clusters Score -1886608 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1886785.000000 Penalty: 4751.151367
	Iteration 32Q: 3 clusters Score -1886785 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1886910.375000 Penalty: 4751.151367
	Iteration 33Q: 3 clusters Score -1886910 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1886999.500000 Penalty: 4751.151367
	Iteration 34Q: 3 clusters Score -1887000 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1887058.875000 Penalty: 4751.151367
	Iteration 35Q: 3 clusters Score -1887059 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1887110.625000 Penalty: 4751.151367
	Iteration 36Q: 3 clusters Score -1887111 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1887141.750000 Penalty: 4751.151367
	Iteration 37Q: 3 clusters Score -1887142 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1887187.125000 Penalty: 4751.151367
	Iteration 38Q: 3 clusters Score -1887187 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1887224.875000 Penalty: 4751.151367
	Iteration 39Q: 3 clusters Score -1887225 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1887264.000000 Penalty: 4751.151367
	Iteration 40F: 3 clusters Score -1887264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1887293.875000 Penalty: 4751.151367
	Iteration 41Q: 3 clusters Score -1887294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1887313.125000 Penalty: 4751.151367
	Iteration 42Q: 3 clusters Score -1887313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1887337.000000 Penalty: 4751.151367
	Iteration 43Q: 3 clusters Score -1887337 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1887354.000000 Penalty: 4751.151367
	Iteration 44Q: 3 clusters Score -1887354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1887375.250000 Penalty: 4751.151367
	Iteration 45Q: 3 clusters Score -1887375 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1887387.500000 Penalty: 4751.151367
	Iteration 46Q: 3 clusters Score -1887388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1887395.375000 Penalty: 4751.151367
	Iteration 47Q: 3 clusters Score -1887395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1887401.000000 Penalty: 4751.151367
	Iteration 48Q: 3 clusters Score -1887401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1887408.000000 Penalty: 4751.151367
	Iteration 49Q: 3 clusters Score -1887408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1887412.750000 Penalty: 4751.151367
	Iteration 50Q: 3 clusters Score -1887413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1887421.250000 Penalty: 4751.151367
	Iteration 51Q: 3 clusters Score -1887421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1887425.750000 Penalty: 4751.151367
	Iteration 52Q: 3 clusters Score -1887426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1887433.625000 Penalty: 4751.151367
	Iteration 53Q: 3 clusters Score -1887434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1887434.500000 Penalty: 4751.151367
	Iteration 54Q: 3 clusters Score -1887434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1887429.250000 Penalty: 4751.151367
	Iteration 55Q: 3 clusters Score -1887429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1887433.375000 Penalty: 4751.151367
	Iteration 56Q: 3 clusters Score -1887433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1887441.875000 Penalty: 4751.151367
	Iteration 57Q: 3 clusters Score -1887442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1887446.625000 Penalty: 4751.151367
	Iteration 58Q: 3 clusters Score -1887447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1887449.750000 Penalty: 4751.151367
	Iteration 59Q: 3 clusters Score -1887450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1887453.500000 Penalty: 4751.151367
	Iteration 60F: 3 clusters Score -1887454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1887460.000000 Penalty: 4751.151367
	Iteration 61Q: 3 clusters Score -1887460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1887468.500000 Penalty: 4751.151367
	Iteration 62Q: 3 clusters Score -1887468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1887469.125000 Penalty: 4751.151367
	Iteration 63Q: 3 clusters Score -1887469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1887469.125000 Penalty: 4751.151367
	Iteration 64Q: 3 clusters Score -1887469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1887470.125000 Penalty: 4751.151367
	Iteration 65Q: 3 clusters Score -1887470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1887470.125000 Penalty: 4751.151367
	Iteration 66F: 3 clusters Score -1887470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -67235.914062 Penalty: 1586.438599
	Iteration 0F: 2 clusters Score -67235.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -65691.039062 Penalty: 3172.877197
	Iteration 0F: 3 clusters Score -65691.04 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -66066.781250 Penalty: 3172.877197
	Iteration 1F: 3 clusters Score -66066.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66305.382812 Penalty: 3172.877197
	Iteration 2F: 3 clusters Score -66305.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66580.445312 Penalty: 3172.877197
	Iteration 3F: 3 clusters Score -66580.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -66860.210938 Penalty: 3172.877197
	Iteration 4F: 3 clusters Score -66860.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -67160.828125 Penalty: 3172.877197
	Iteration 5F: 3 clusters Score -67160.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -67221.562500 Penalty: 3172.877197
	Iteration 6Q: 3 clusters Score -67221.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -67255.484375 Penalty: 3172.877197
	Iteration 7Q: 3 clusters Score -67255.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -67266.171875 Penalty: 3172.877197
	Iteration 8Q: 3 clusters Score -67266.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -67283.000000 Penalty: 3172.877197
	Iteration 9Q: 3 clusters Score -67283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -67285.125000 Penalty: 3172.877197
	Iteration 10Q: 3 clusters Score -67285.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67287.617188 Penalty: 3172.877197
	Iteration 11Q: 3 clusters Score -67287.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -67289.828125 Penalty: 3172.877197
	Iteration 12Q: 3 clusters Score -67289.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -67295.882812 Penalty: 3172.877197
	Iteration 13Q: 3 clusters Score -67295.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -67300.117188 Penalty: 3172.877197
	Iteration 14Q: 3 clusters Score -67300.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -67302.179688 Penalty: 3172.877197
	Iteration 15Q: 3 clusters Score -67302.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -67302.179688 Penalty: 3172.877197
	Iteration 16F: 3 clusters Score -67302.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276226 members 
Mstep: Class 8 contains 17944 members 
Mstep: Class 9 contains 25497 members 
Mstep: Class 10 contains 160529 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 162 members 
Mstep: Class 14 contains 56877 members 
Mstep: Class 15 contains 41679 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29309 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 796 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 438 members 
Entering Unmasked Estep 
Score: -90832040.000000 Penalty: 80247.148438
Splitting cluster 13 changes total score from -90833752.000000 to -90832040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (56877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Entering Unmasked Estep 
Score: -7275758.500000 Penalty: 2715.264404
	Iteration 0F: 2 clusters Score -7275758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -7237451.000000 Penalty: 5430.528809
	Iteration 0F: 3 clusters Score -7237451 nChanged 26417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -7251884.000000 Penalty: 5430.528809
	Iteration 1F: 3 clusters Score -7251884 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -7252518.000000 Penalty: 5430.528809
	Iteration 2Q: 3 clusters Score -7252518 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -7253339.500000 Penalty: 5430.528809
	Iteration 3Q: 3 clusters Score -7253340 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -7254552.500000 Penalty: 5430.528809
	Iteration 4Q: 3 clusters Score -7254552 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -7256745.500000 Penalty: 5430.528809
	Iteration 5F: 3 clusters Score -7256746 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -7260656.000000 Penalty: 5430.528809
	Iteration 6F: 3 clusters Score -7260656 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -7265683.500000 Penalty: 5430.528809
	Iteration 7F: 3 clusters Score -7265684 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -7270029.500000 Penalty: 5430.528809
	Iteration 8F: 3 clusters Score -7270030 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -7272234.500000 Penalty: 5430.528809
	Iteration 9Q: 3 clusters Score -7272234 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -7272951.000000 Penalty: 5430.528809
	Iteration 10Q: 3 clusters Score -7272951 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -7273206.000000 Penalty: 5430.528809
	Iteration 11Q: 3 clusters Score -7273206 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -7273292.500000 Penalty: 5430.528809
	Iteration 12Q: 3 clusters Score -7273292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -7273318.500000 Penalty: 5430.528809
	Iteration 13Q: 3 clusters Score -7273318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -7273342.000000 Penalty: 5430.528809
	Iteration 14Q: 3 clusters Score -7273342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 56661 members 
Entering Unmasked Estep 
Score: -7273348.500000 Penalty: 5430.528809
	Iteration 15Q: 3 clusters Score -7273348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -7273350.500000 Penalty: 5430.528809
	Iteration 16Q: 3 clusters Score -7273350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
Score: -7273358.500000 Penalty: 5430.528809
	Iteration 17Q: 3 clusters Score -7273358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -7273361.500000 Penalty: 5430.528809
	Iteration 18Q: 3 clusters Score -7273362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -7273367.000000 Penalty: 5430.528809
	Iteration 19Q: 3 clusters Score -7273367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 56669 members 
Entering Unmasked Estep 
Score: -7273367.000000 Penalty: 5430.528809
	Iteration 20F: 3 clusters Score -7273367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Entering Unmasked Estep 
Score: -5432092.500000 Penalty: 2638.162598
	Iteration 0F: 2 clusters Score -5432092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -5403976.000000 Penalty: 5276.325195
	Iteration 0F: 3 clusters Score -5403976 nChanged 19059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -5414431.000000 Penalty: 5276.325195
	Iteration 1F: 3 clusters Score -5414431 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -5415079.000000 Penalty: 5276.325195
	Iteration 2Q: 3 clusters Score -5415079 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -5415800.000000 Penalty: 5276.325195
	Iteration 3Q: 3 clusters Score -5415800 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -5416749.500000 Penalty: 5276.325195
	Iteration 4Q: 3 clusters Score -5416750 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -5418118.000000 Penalty: 5276.325195
	Iteration 5F: 3 clusters Score -5418118 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -5420007.000000 Penalty: 5276.325195
	Iteration 6F: 3 clusters Score -5420007 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -5422434.500000 Penalty: 5276.325195
	Iteration 7F: 3 clusters Score -5422434 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -5424876.500000 Penalty: 5276.325195
	Iteration 8F: 3 clusters Score -5424876 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -5426807.500000 Penalty: 5276.325195
	Iteration 9F: 3 clusters Score -5426808 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -5428117.500000 Penalty: 5276.325195
	Iteration 10Q: 3 clusters Score -5428118 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -5428792.000000 Penalty: 5276.325195
	Iteration 11Q: 3 clusters Score -5428792 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -5429151.000000 Penalty: 5276.325195
	Iteration 12Q: 3 clusters Score -5429151 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -5429366.500000 Penalty: 5276.325195
	Iteration 13Q: 3 clusters Score -5429366 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -5429518.000000 Penalty: 5276.325195
	Iteration 14Q: 3 clusters Score -5429518 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -5429603.000000 Penalty: 5276.325195
	Iteration 15Q: 3 clusters Score -5429603 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -5429668.000000 Penalty: 5276.325195
	Iteration 16Q: 3 clusters Score -5429668 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -5429723.500000 Penalty: 5276.325195
	Iteration 17Q: 3 clusters Score -5429724 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -5429766.500000 Penalty: 5276.325195
	Iteration 18Q: 3 clusters Score -5429766 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -5429806.500000 Penalty: 5276.325195
	Iteration 19Q: 3 clusters Score -5429806 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -5429826.500000 Penalty: 5276.325195
	Iteration 20F: 3 clusters Score -5429826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -5429850.000000 Penalty: 5276.325195
	Iteration 21Q: 3 clusters Score -5429850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -5429875.500000 Penalty: 5276.325195
	Iteration 22Q: 3 clusters Score -5429876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -5429889.000000 Penalty: 5276.325195
	Iteration 23Q: 3 clusters Score -5429889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -5429898.500000 Penalty: 5276.325195
	Iteration 24Q: 3 clusters Score -5429898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -5429924.000000 Penalty: 5276.325195
	Iteration 25Q: 3 clusters Score -5429924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -5429931.500000 Penalty: 5276.325195
	Iteration 26Q: 3 clusters Score -5429932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -5429924.500000 Penalty: 5276.325195
	Iteration 27Q: 3 clusters Score -5429924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -5429944.500000 Penalty: 5276.325195
	Iteration 28Q: 3 clusters Score -5429944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -5429945.500000 Penalty: 5276.325195
	Iteration 29Q: 3 clusters Score -5429946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -5429946.000000 Penalty: 5276.325195
	Iteration 30Q: 3 clusters Score -5429946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -5429947.000000 Penalty: 5276.325195
	Iteration 31Q: 3 clusters Score -5429947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -5429952.000000 Penalty: 5276.325195
	Iteration 32Q: 3 clusters Score -5429952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -5429950.000000 Penalty: 5276.325195
	Iteration 33Q: 3 clusters Score -5429950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -5429950.000000 Penalty: 5276.325195
	Iteration 34Q: 3 clusters Score -5429950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -5429950.000000 Penalty: 5276.325195
	Iteration 35Q: 3 clusters Score -5429950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -5429954.000000 Penalty: 5276.325195
	Iteration 36Q: 3 clusters Score -5429954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -5429953.500000 Penalty: 5276.325195
	Iteration 37Q: 3 clusters Score -5429954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -5429953.500000 Penalty: 5276.325195
	Iteration 38F: 3 clusters Score -5429954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Entering Unmasked Estep 
Score: -1541112.750000 Penalty: 2336.811035
	Iteration 0F: 2 clusters Score -1541113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1531972.375000 Penalty: 4673.622070
	Iteration 0F: 3 clusters Score -1531972 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1534831.375000 Penalty: 4673.622070
	Iteration 1F: 3 clusters Score -1534831 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1535168.750000 Penalty: 4673.622070
	Iteration 2F: 3 clusters Score -1535169 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1535412.875000 Penalty: 4673.622070
	Iteration 3Q: 3 clusters Score -1535413 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1535608.875000 Penalty: 4673.622070
	Iteration 4Q: 3 clusters Score -1535609 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1535773.125000 Penalty: 4673.622070
	Iteration 5Q: 3 clusters Score -1535773 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1535936.500000 Penalty: 4673.622070
	Iteration 6Q: 3 clusters Score -1535936 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1536083.375000 Penalty: 4673.622070
	Iteration 7Q: 3 clusters Score -1536083 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1536207.625000 Penalty: 4673.622070
	Iteration 8Q: 3 clusters Score -1536208 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1536329.625000 Penalty: 4673.622070
	Iteration 9Q: 3 clusters Score -1536330 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1536423.625000 Penalty: 4673.622070
	Iteration 10Q: 3 clusters Score -1536424 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1536512.375000 Penalty: 4673.622070
	Iteration 11Q: 3 clusters Score -1536512 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1536588.375000 Penalty: 4673.622070
	Iteration 12Q: 3 clusters Score -1536588 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1536658.250000 Penalty: 4673.622070
	Iteration 13Q: 3 clusters Score -1536658 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1536727.250000 Penalty: 4673.622070
	Iteration 14Q: 3 clusters Score -1536727 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1536781.625000 Penalty: 4673.622070
	Iteration 15Q: 3 clusters Score -1536782 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1536829.625000 Penalty: 4673.622070
	Iteration 16Q: 3 clusters Score -1536830 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1536874.875000 Penalty: 4673.622070
	Iteration 17Q: 3 clusters Score -1536875 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1536914.625000 Penalty: 4673.622070
	Iteration 18Q: 3 clusters Score -1536915 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1536940.000000 Penalty: 4673.622070
	Iteration 19Q: 3 clusters Score -1536940 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1536963.125000 Penalty: 4673.622070
	Iteration 20F: 3 clusters Score -1536963 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1536983.375000 Penalty: 4673.622070
	Iteration 21Q: 3 clusters Score -1536983 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1537006.875000 Penalty: 4673.622070
	Iteration 22Q: 3 clusters Score -1537007 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1537023.000000 Penalty: 4673.622070
	Iteration 23Q: 3 clusters Score -1537023 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1537037.500000 Penalty: 4673.622070
	Iteration 24Q: 3 clusters Score -1537038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1537044.250000 Penalty: 4673.622070
	Iteration 25Q: 3 clusters Score -1537044 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1537058.750000 Penalty: 4673.622070
	Iteration 26Q: 3 clusters Score -1537059 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1537069.375000 Penalty: 4673.622070
	Iteration 27Q: 3 clusters Score -1537069 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1537081.000000 Penalty: 4673.622070
	Iteration 28Q: 3 clusters Score -1537081 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1537098.750000 Penalty: 4673.622070
	Iteration 29Q: 3 clusters Score -1537099 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1537117.500000 Penalty: 4673.622070
	Iteration 30Q: 3 clusters Score -1537118 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1537132.125000 Penalty: 4673.622070
	Iteration 31Q: 3 clusters Score -1537132 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1537146.500000 Penalty: 4673.622070
	Iteration 32Q: 3 clusters Score -1537146 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1537158.125000 Penalty: 4673.622070
	Iteration 33Q: 3 clusters Score -1537158 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1537182.500000 Penalty: 4673.622070
	Iteration 34Q: 3 clusters Score -1537182 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1537204.875000 Penalty: 4673.622070
	Iteration 35Q: 3 clusters Score -1537205 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1537226.875000 Penalty: 4673.622070
	Iteration 36Q: 3 clusters Score -1537227 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1537251.125000 Penalty: 4673.622070
	Iteration 37Q: 3 clusters Score -1537251 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1537281.375000 Penalty: 4673.622070
	Iteration 38Q: 3 clusters Score -1537281 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1537310.500000 Penalty: 4673.622070
	Iteration 39Q: 3 clusters Score -1537310 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1537343.625000 Penalty: 4673.622070
	Iteration 40F: 3 clusters Score -1537344 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1537390.250000 Penalty: 4673.622070
	Iteration 41Q: 3 clusters Score -1537390 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1537443.375000 Penalty: 4673.622070
	Iteration 42Q: 3 clusters Score -1537443 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1537505.375000 Penalty: 4673.622070
	Iteration 43Q: 3 clusters Score -1537505 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1537570.875000 Penalty: 4673.622070
	Iteration 44Q: 3 clusters Score -1537571 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1537640.500000 Penalty: 4673.622070
	Iteration 45Q: 3 clusters Score -1537640 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1537727.250000 Penalty: 4673.622070
	Iteration 46Q: 3 clusters Score -1537727 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1537843.625000 Penalty: 4673.622070
	Iteration 47Q: 3 clusters Score -1537844 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1537966.125000 Penalty: 4673.622070
	Iteration 48Q: 3 clusters Score -1537966 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1538087.875000 Penalty: 4673.622070
	Iteration 49Q: 3 clusters Score -1538088 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1538231.500000 Penalty: 4673.622070
	Iteration 50Q: 3 clusters Score -1538232 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1538376.875000 Penalty: 4673.622070
	Iteration 51Q: 3 clusters Score -1538377 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1538518.500000 Penalty: 4673.622070
	Iteration 52Q: 3 clusters Score -1538518 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1538655.125000 Penalty: 4673.622070
	Iteration 53Q: 3 clusters Score -1538655 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1538756.250000 Penalty: 4673.622070
	Iteration 54Q: 3 clusters Score -1538756 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1538854.125000 Penalty: 4673.622070
	Iteration 55Q: 3 clusters Score -1538854 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1538941.625000 Penalty: 4673.622070
	Iteration 56Q: 3 clusters Score -1538942 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1539009.000000 Penalty: 4673.622070
	Iteration 57Q: 3 clusters Score -1539009 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1539078.625000 Penalty: 4673.622070
	Iteration 58Q: 3 clusters Score -1539079 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1539122.875000 Penalty: 4673.622070
	Iteration 59Q: 3 clusters Score -1539123 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1539161.625000 Penalty: 4673.622070
	Iteration 60F: 3 clusters Score -1539162 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1539191.500000 Penalty: 4673.622070
	Iteration 61Q: 3 clusters Score -1539192 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1539218.250000 Penalty: 4673.622070
	Iteration 62Q: 3 clusters Score -1539218 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1539236.375000 Penalty: 4673.622070
	Iteration 63Q: 3 clusters Score -1539236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1539253.625000 Penalty: 4673.622070
	Iteration 64Q: 3 clusters Score -1539254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1539264.250000 Penalty: 4673.622070
	Iteration 65Q: 3 clusters Score -1539264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1539269.500000 Penalty: 4673.622070
	Iteration 66Q: 3 clusters Score -1539270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1539277.000000 Penalty: 4673.622070
	Iteration 67Q: 3 clusters Score -1539277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1539281.000000 Penalty: 4673.622070
	Iteration 68Q: 3 clusters Score -1539281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1539287.625000 Penalty: 4673.622070
	Iteration 69Q: 3 clusters Score -1539288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1539295.250000 Penalty: 4673.622070
	Iteration 70Q: 3 clusters Score -1539295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1539300.125000 Penalty: 4673.622070
	Iteration 71Q: 3 clusters Score -1539300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1539300.625000 Penalty: 4673.622070
	Iteration 72Q: 3 clusters Score -1539301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1539302.250000 Penalty: 4673.622070
	Iteration 73Q: 3 clusters Score -1539302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1539301.875000 Penalty: 4673.622070
	Iteration 74Q: 3 clusters Score -1539302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1539303.500000 Penalty: 4673.622070
	Iteration 75Q: 3 clusters Score -1539304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1539305.500000 Penalty: 4673.622070
	Iteration 76Q: 3 clusters Score -1539306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1539308.500000 Penalty: 4673.622070
	Iteration 77Q: 3 clusters Score -1539308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1539311.125000 Penalty: 4673.622070
	Iteration 78Q: 3 clusters Score -1539311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1539311.125000 Penalty: 4673.622070
	Iteration 79Q: 3 clusters Score -1539311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1539311.125000 Penalty: 4673.622070
	Iteration 80F: 3 clusters Score -1539311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Entering Unmasked Estep 
Score: -795258.625000 Penalty: 2171.110107
	Iteration 0F: 2 clusters Score -795258.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -789898.562500 Penalty: 4342.220215
	Iteration 0F: 3 clusters Score -789898.6 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -791448.875000 Penalty: 4342.220215
	Iteration 1F: 3 clusters Score -791448.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -791869.000000 Penalty: 4342.220215
	Iteration 2F: 3 clusters Score -791869 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -792236.750000 Penalty: 4342.220215
	Iteration 3F: 3 clusters Score -792236.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -792555.375000 Penalty: 4342.220215
	Iteration 4F: 3 clusters Score -792555.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -792824.750000 Penalty: 4342.220215
	Iteration 5F: 3 clusters Score -792824.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -793078.875000 Penalty: 4342.220215
	Iteration 6F: 3 clusters Score -793078.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -793280.812500 Penalty: 4342.220215
	Iteration 7Q: 3 clusters Score -793280.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -793445.187500 Penalty: 4342.220215
	Iteration 8Q: 3 clusters Score -793445.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -793572.562500 Penalty: 4342.220215
	Iteration 9Q: 3 clusters Score -793572.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -793668.125000 Penalty: 4342.220215
	Iteration 10Q: 3 clusters Score -793668.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -793743.125000 Penalty: 4342.220215
	Iteration 11Q: 3 clusters Score -793743.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -793788.562500 Penalty: 4342.220215
	Iteration 12Q: 3 clusters Score -793788.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -793827.625000 Penalty: 4342.220215
	Iteration 13Q: 3 clusters Score -793827.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -793867.375000 Penalty: 4342.220215
	Iteration 14Q: 3 clusters Score -793867.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -793894.437500 Penalty: 4342.220215
	Iteration 15Q: 3 clusters Score -793894.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -793913.062500 Penalty: 4342.220215
	Iteration 16Q: 3 clusters Score -793913.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -793927.375000 Penalty: 4342.220215
	Iteration 17Q: 3 clusters Score -793927.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -793941.437500 Penalty: 4342.220215
	Iteration 18Q: 3 clusters Score -793941.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -793957.875000 Penalty: 4342.220215
	Iteration 19Q: 3 clusters Score -793957.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -793969.687500 Penalty: 4342.220215
	Iteration 20F: 3 clusters Score -793969.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -793980.437500 Penalty: 4342.220215
	Iteration 21Q: 3 clusters Score -793980.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -793987.812500 Penalty: 4342.220215
	Iteration 22Q: 3 clusters Score -793987.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -793992.125000 Penalty: 4342.220215
	Iteration 23Q: 3 clusters Score -793992.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -793993.687500 Penalty: 4342.220215
	Iteration 24Q: 3 clusters Score -793993.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -793994.875000 Penalty: 4342.220215
	Iteration 25Q: 3 clusters Score -793994.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -793996.312500 Penalty: 4342.220215
	Iteration 26Q: 3 clusters Score -793996.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -793998.375000 Penalty: 4342.220215
	Iteration 27Q: 3 clusters Score -793998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -794000.937500 Penalty: 4342.220215
	Iteration 28Q: 3 clusters Score -794000.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -794004.625000 Penalty: 4342.220215
	Iteration 29Q: 3 clusters Score -794004.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -794004.625000 Penalty: 4342.220215
	Iteration 30Q: 3 clusters Score -794004.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -794007.062500 Penalty: 4342.220215
	Iteration 31Q: 3 clusters Score -794007.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -794007.625000 Penalty: 4342.220215
	Iteration 32Q: 3 clusters Score -794007.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -794009.500000 Penalty: 4342.220215
	Iteration 33Q: 3 clusters Score -794009.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -794011.875000 Penalty: 4342.220215
	Iteration 34Q: 3 clusters Score -794011.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -794013.437500 Penalty: 4342.220215
	Iteration 35Q: 3 clusters Score -794013.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -794012.437500 Penalty: 4342.220215
	Iteration 36Q: 3 clusters Score -794012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -794012.562500 Penalty: 4342.220215
	Iteration 37Q: 3 clusters Score -794012.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -794012.562500 Penalty: 4342.220215
	Iteration 38F: 3 clusters Score -794012.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Entering Unmasked Estep 
Score: -3523651.000000 Penalty: 2550.841309
	Iteration 0F: 2 clusters Score -3523651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3503570.000000 Penalty: 5101.682617
	Iteration 0F: 3 clusters Score -3503570 nChanged 13149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -3511091.000000 Penalty: 5101.682617
	Iteration 1F: 3 clusters Score -3511091 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3511839.500000 Penalty: 5101.682617
	Iteration 2F: 3 clusters Score -3511840 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3512676.750000 Penalty: 5101.682617
	Iteration 3F: 3 clusters Score -3512677 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -3513727.500000 Penalty: 5101.682617
	Iteration 4F: 3 clusters Score -3513728 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3515061.000000 Penalty: 5101.682617
	Iteration 5F: 3 clusters Score -3515061 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3516702.500000 Penalty: 5101.682617
	Iteration 6F: 3 clusters Score -3516702 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -3518391.000000 Penalty: 5101.682617
	Iteration 7F: 3 clusters Score -3518391 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -3519816.250000 Penalty: 5101.682617
	Iteration 8F: 3 clusters Score -3519816 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -3520705.250000 Penalty: 5101.682617
	Iteration 9Q: 3 clusters Score -3520705 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -3521215.500000 Penalty: 5101.682617
	Iteration 10Q: 3 clusters Score -3521216 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -3521527.250000 Penalty: 5101.682617
	Iteration 11Q: 3 clusters Score -3521527 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -3521765.000000 Penalty: 5101.682617
	Iteration 12Q: 3 clusters Score -3521765 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3521941.750000 Penalty: 5101.682617
	Iteration 13Q: 3 clusters Score -3521942 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3522057.250000 Penalty: 5101.682617
	Iteration 14Q: 3 clusters Score -3522057 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -3522132.000000 Penalty: 5101.682617
	Iteration 15Q: 3 clusters Score -3522132 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3522206.750000 Penalty: 5101.682617
	Iteration 16Q: 3 clusters Score -3522207 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -3522261.750000 Penalty: 5101.682617
	Iteration 17Q: 3 clusters Score -3522262 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -3522297.750000 Penalty: 5101.682617
	Iteration 18Q: 3 clusters Score -3522298 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -3522322.000000 Penalty: 5101.682617
	Iteration 19Q: 3 clusters Score -3522322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3522328.750000 Penalty: 5101.682617
	Iteration 20F: 3 clusters Score -3522329 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -3522338.500000 Penalty: 5101.682617
	Iteration 21Q: 3 clusters Score -3522338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -3522344.250000 Penalty: 5101.682617
	Iteration 22Q: 3 clusters Score -3522344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -3522354.750000 Penalty: 5101.682617
	Iteration 23Q: 3 clusters Score -3522355 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3522343.500000 Penalty: 5101.682617
	Iteration 24Q: 3 clusters Score -3522344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -3522358.250000 Penalty: 5101.682617
	Iteration 25Q: 3 clusters Score -3522358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -3522361.750000 Penalty: 5101.682617
	Iteration 26Q: 3 clusters Score -3522362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3522364.750000 Penalty: 5101.682617
	Iteration 27Q: 3 clusters Score -3522365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -3522368.750000 Penalty: 5101.682617
	Iteration 28Q: 3 clusters Score -3522369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3522379.250000 Penalty: 5101.682617
	Iteration 29Q: 3 clusters Score -3522379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3522383.500000 Penalty: 5101.682617
	Iteration 30Q: 3 clusters Score -3522384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3522391.750000 Penalty: 5101.682617
	Iteration 31Q: 3 clusters Score -3522392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -3522380.000000 Penalty: 5101.682617
	Iteration 32Q: 3 clusters Score -3522380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -3522383.750000 Penalty: 5101.682617
	Iteration 33Q: 3 clusters Score -3522384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -3522392.500000 Penalty: 5101.682617
	Iteration 34Q: 3 clusters Score -3522392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3522387.250000 Penalty: 5101.682617
	Iteration 35Q: 3 clusters Score -3522387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3522389.000000 Penalty: 5101.682617
	Iteration 36Q: 3 clusters Score -3522389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3522388.250000 Penalty: 5101.682617
	Iteration 37Q: 3 clusters Score -3522388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -3522394.000000 Penalty: 5101.682617
	Iteration 38Q: 3 clusters Score -3522394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3522389.750000 Penalty: 5101.682617
	Iteration 39Q: 3 clusters Score -3522390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3522395.000000 Penalty: 5101.682617
	Iteration 40F: 3 clusters Score -3522395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3522395.750000 Penalty: 5101.682617
	Iteration 41Q: 3 clusters Score -3522396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3522393.000000 Penalty: 5101.682617
	Iteration 42Q: 3 clusters Score -3522393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3522395.250000 Penalty: 5101.682617
	Iteration 43Q: 3 clusters Score -3522395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3522397.750000 Penalty: 5101.682617
	Iteration 44Q: 3 clusters Score -3522398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3522403.250000 Penalty: 5101.682617
	Iteration 45Q: 3 clusters Score -3522403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -3522406.500000 Penalty: 5101.682617
	Iteration 46Q: 3 clusters Score -3522406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -3522403.000000 Penalty: 5101.682617
	Iteration 47Q: 3 clusters Score -3522403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -3522410.500000 Penalty: 5101.682617
	Iteration 48Q: 3 clusters Score -3522410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3522408.250000 Penalty: 5101.682617
	Iteration 49Q: 3 clusters Score -3522408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -3522409.000000 Penalty: 5101.682617
	Iteration 50Q: 3 clusters Score -3522409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3522412.250000 Penalty: 5101.682617
	Iteration 51Q: 3 clusters Score -3522412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3522415.250000 Penalty: 5101.682617
	Iteration 52Q: 3 clusters Score -3522415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3522411.750000 Penalty: 5101.682617
	Iteration 53Q: 3 clusters Score -3522412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -3522412.750000 Penalty: 5101.682617
	Iteration 54Q: 3 clusters Score -3522413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3522413.500000 Penalty: 5101.682617
	Iteration 55Q: 3 clusters Score -3522414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -3522414.250000 Penalty: 5101.682617
	Iteration 56Q: 3 clusters Score -3522414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3522418.000000 Penalty: 5101.682617
	Iteration 57Q: 3 clusters Score -3522418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3522419.250000 Penalty: 5101.682617
	Iteration 58Q: 3 clusters Score -3522419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3522419.250000 Penalty: 5101.682617
	Iteration 59F: 3 clusters Score -3522419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -60407.566406 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -60407.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58862.750000 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -58862.75 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59019.324219 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -59019.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59086.675781 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -59086.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59112.101562 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -59112.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59129.902344 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -59129.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59144.539062 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -59144.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59150.140625 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -59150.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59150.140625 Penalty: 3080.457520
	Iteration 7F: 3 clusters Score -59150.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -87051.640625 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -87051.64 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 400 members 
Entering Unmasked Estep 
Score: -85426.718750 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -85426.72 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -85874.218750 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -85874.22 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -86193.937500 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -86193.94 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -86442.601562 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -86442.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -86671.976562 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -86671.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -86935.093750 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -86935.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -87214.054688 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -87214.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -87263.460938 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -87263.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -87272.726562 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -87272.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -87282.257812 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -87282.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -87286.976562 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -87286.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -87286.976562 Penalty: 3313.081299
	Iteration 11F: 3 clusters Score -87286.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 13803 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 583 members 
Mstep: Class 7 contains 276226 members 
Mstep: Class 8 contains 17944 members 
Mstep: Class 9 contains 25497 members 
Mstep: Class 10 contains 160529 members 
Mstep: Class 11 contains 468 members 
Mstep: Class 12 contains 14457 members 
Mstep: Class 13 contains 600 members 
Mstep: Class 14 contains 56877 members 
Mstep: Class 15 contains 41679 members 
Mstep: Class 16 contains 12365 members 
Mstep: Class 17 contains 6339 members 
Mstep: Class 18 contains 29309 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 205 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 591 members 
Entering Unmasked Estep 
Score: -90832240.000000 Penalty: 80247.148438
Splitting cluster 20 changes total score from -90833752.000000 to -90832240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (7197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Entering Unmasked Estep 
Score: -808002.812500 Penalty: 2202.592041
	Iteration 0F: 2 clusters Score -808002.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -802071.250000 Penalty: 4405.184082
	Iteration 0F: 3 clusters Score -802071.2 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -803726.437500 Penalty: 4405.184082
	Iteration 1F: 3 clusters Score -803726.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -804125.625000 Penalty: 4405.184082
	Iteration 2F: 3 clusters Score -804125.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -804467.937500 Penalty: 4405.184082
	Iteration 3F: 3 clusters Score -804467.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -804774.812500 Penalty: 4405.184082
	Iteration 4F: 3 clusters Score -804774.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -805069.687500 Penalty: 4405.184082
	Iteration 5F: 3 clusters Score -805069.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -805311.000000 Penalty: 4405.184082
	Iteration 6Q: 3 clusters Score -805311 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -805518.187500 Penalty: 4405.184082
	Iteration 7Q: 3 clusters Score -805518.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -805710.625000 Penalty: 4405.184082
	Iteration 8Q: 3 clusters Score -805710.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -805898.375000 Penalty: 4405.184082
	Iteration 9Q: 3 clusters Score -805898.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -806062.687500 Penalty: 4405.184082
	Iteration 10Q: 3 clusters Score -806062.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -806174.937500 Penalty: 4405.184082
	Iteration 11Q: 3 clusters Score -806174.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -806283.562500 Penalty: 4405.184082
	Iteration 12Q: 3 clusters Score -806283.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -806377.062500 Penalty: 4405.184082
	Iteration 13Q: 3 clusters Score -806377.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -806455.000000 Penalty: 4405.184082
	Iteration 14Q: 3 clusters Score -806455 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -806543.500000 Penalty: 4405.184082
	Iteration 15Q: 3 clusters Score -806543.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -806643.312500 Penalty: 4405.184082
	Iteration 16Q: 3 clusters Score -806643.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -806735.187500 Penalty: 4405.184082
	Iteration 17Q: 3 clusters Score -806735.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -806803.937500 Penalty: 4405.184082
	Iteration 18Q: 3 clusters Score -806803.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -806851.312500 Penalty: 4405.184082
	Iteration 19Q: 3 clusters Score -806851.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -806898.875000 Penalty: 4405.184082
	Iteration 20F: 3 clusters Score -806898.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -806950.500000 Penalty: 4405.184082
	Iteration 21Q: 3 clusters Score -806950.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -806999.375000 Penalty: 4405.184082
	Iteration 22Q: 3 clusters Score -806999.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -807055.750000 Penalty: 4405.184082
	Iteration 23Q: 3 clusters Score -807055.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -807106.125000 Penalty: 4405.184082
	Iteration 24Q: 3 clusters Score -807106.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -807143.750000 Penalty: 4405.184082
	Iteration 25Q: 3 clusters Score -807143.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -807167.062500 Penalty: 4405.184082
	Iteration 26Q: 3 clusters Score -807167.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -807178.750000 Penalty: 4405.184082
	Iteration 27Q: 3 clusters Score -807178.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -807190.812500 Penalty: 4405.184082
	Iteration 28Q: 3 clusters Score -807190.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -807197.312500 Penalty: 4405.184082
	Iteration 29Q: 3 clusters Score -807197.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -807205.562500 Penalty: 4405.184082
	Iteration 30Q: 3 clusters Score -807205.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -807206.812500 Penalty: 4405.184082
	Iteration 31Q: 3 clusters Score -807206.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -807212.312500 Penalty: 4405.184082
	Iteration 32Q: 3 clusters Score -807212.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -807213.062500 Penalty: 4405.184082
	Iteration 33Q: 3 clusters Score -807213.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -807215.000000 Penalty: 4405.184082
	Iteration 34Q: 3 clusters Score -807215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -807218.250000 Penalty: 4405.184082
	Iteration 35Q: 3 clusters Score -807218.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -807221.562500 Penalty: 4405.184082
	Iteration 36Q: 3 clusters Score -807221.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -807222.125000 Penalty: 4405.184082
	Iteration 37Q: 3 clusters Score -807222.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -807223.750000 Penalty: 4405.184082
	Iteration 38Q: 3 clusters Score -807223.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -807224.750000 Penalty: 4405.184082
	Iteration 39Q: 3 clusters Score -807224.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -807225.312500 Penalty: 4405.184082
	Iteration 40F: 3 clusters Score -807225.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -807227.687500 Penalty: 4405.184082
	Iteration 41Q: 3 clusters Score -807227.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -807228.312500 Penalty: 4405.184082
	Iteration 42Q: 3 clusters Score -807228.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -807230.500000 Penalty: 4405.184082
	Iteration 43Q: 3 clusters Score -807230.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -807230.000000 Penalty: 4405.184082
	Iteration 44Q: 3 clusters Score -807230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -807233.437500 Penalty: 4405.184082
	Iteration 45Q: 3 clusters Score -807233.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -807233.312500 Penalty: 4405.184082
	Iteration 46Q: 3 clusters Score -807233.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -807238.000000 Penalty: 4405.184082
	Iteration 47Q: 3 clusters Score -807238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -807239.062500 Penalty: 4405.184082
	Iteration 48Q: 3 clusters Score -807239.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -807239.500000 Penalty: 4405.184082
	Iteration 49Q: 3 clusters Score -807239.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -807240.250000 Penalty: 4405.184082
	Iteration 50Q: 3 clusters Score -807240.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -807241.562500 Penalty: 4405.184082
	Iteration 51Q: 3 clusters Score -807241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -807240.437500 Penalty: 4405.184082
	Iteration 52Q: 3 clusters Score -807240.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -807240.437500 Penalty: 4405.184082
	Iteration 53F: 3 clusters Score -807240.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -80394.492188 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -80394.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -78708.531250 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -78708.53 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79160.468750 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -79160.47 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79400.867188 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -79400.87 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79567.726562 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -79567.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79672.750000 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -79672.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79731.351562 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -79731.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79766.312500 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -79766.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79782.226562 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -79782.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -79809.945312 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -79809.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79819.320312 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -79819.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79820.132812 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -79820.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79820.132812 Penalty: 3274.210205
	Iteration 11F: 3 clusters Score -79820.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -292102.187500 Penalty: 1921.296875
	Iteration 0F: 2 clusters Score -292102.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -289228.718750 Penalty: 3842.593750
	Iteration 0F: 3 clusters Score -289228.7 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -289783.375000 Penalty: 3842.593750
	Iteration 1F: 3 clusters Score -289783.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -289945.093750 Penalty: 3842.593750
	Iteration 2F: 3 clusters Score -289945.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -290040.281250 Penalty: 3842.593750
	Iteration 3Q: 3 clusters Score -290040.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -290108.468750 Penalty: 3842.593750
	Iteration 4Q: 3 clusters Score -290108.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -290174.437500 Penalty: 3842.593750
	Iteration 5Q: 3 clusters Score -290174.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -290225.718750 Penalty: 3842.593750
	Iteration 6Q: 3 clusters Score -290225.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -290266.750000 Penalty: 3842.593750
	Iteration 7Q: 3 clusters Score -290266.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -290291.031250 Penalty: 3842.593750
	Iteration 8Q: 3 clusters Score -290291 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -290324.500000 Penalty: 3842.593750
	Iteration 9Q: 3 clusters Score -290324.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -290356.281250 Penalty: 3842.593750
	Iteration 10Q: 3 clusters Score -290356.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -290384.500000 Penalty: 3842.593750
	Iteration 11Q: 3 clusters Score -290384.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -290407.812500 Penalty: 3842.593750
	Iteration 12Q: 3 clusters Score -290407.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -290419.562500 Penalty: 3842.593750
	Iteration 13Q: 3 clusters Score -290419.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -290436.750000 Penalty: 3842.593750
	Iteration 14Q: 3 clusters Score -290436.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -290448.656250 Penalty: 3842.593750
	Iteration 15Q: 3 clusters Score -290448.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -290462.562500 Penalty: 3842.593750
	Iteration 16Q: 3 clusters Score -290462.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -290468.843750 Penalty: 3842.593750
	Iteration 17Q: 3 clusters Score -290468.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -290474.562500 Penalty: 3842.593750
	Iteration 18Q: 3 clusters Score -290474.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -290482.000000 Penalty: 3842.593750
	Iteration 19Q: 3 clusters Score -290482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -290488.656250 Penalty: 3842.593750
	Iteration 20F: 3 clusters Score -290488.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -290493.156250 Penalty: 3842.593750
	Iteration 21Q: 3 clusters Score -290493.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -290499.093750 Penalty: 3842.593750
	Iteration 22Q: 3 clusters Score -290499.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -290507.000000 Penalty: 3842.593750
	Iteration 23Q: 3 clusters Score -290507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -290510.125000 Penalty: 3842.593750
	Iteration 24Q: 3 clusters Score -290510.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -290514.406250 Penalty: 3842.593750
	Iteration 25Q: 3 clusters Score -290514.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -290515.937500 Penalty: 3842.593750
	Iteration 26Q: 3 clusters Score -290515.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -290517.000000 Penalty: 3842.593750
	Iteration 27Q: 3 clusters Score -290517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -290518.781250 Penalty: 3842.593750
	Iteration 28Q: 3 clusters Score -290518.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -290520.812500 Penalty: 3842.593750
	Iteration 29Q: 3 clusters Score -290520.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -290523.000000 Penalty: 3842.593750
	Iteration 30Q: 3 clusters Score -290523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -290523.000000 Penalty: 3842.593750
	Iteration 31F: 3 clusters Score -290523 nChanged 0
--- Evaluating fit on full set of 2150037 points ---
Entering Unmasked Estep 
Score: -272292256.000000 Penalty: 83170.000000
20->24 Clusters: Score -272292256.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 716679 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 35911 members 
Mstep: Class 3 contains 35884 members 
Mstep: Class 4 contains 35760 members 
Mstep: Class 5 contains 35490 members 
Mstep: Class 6 contains 36141 members 
Mstep: Class 7 contains 35622 members 
Mstep: Class 8 contains 35838 members 
Mstep: Class 9 contains 35925 members 
Mstep: Class 10 contains 35828 members 
Mstep: Class 11 contains 35981 members 
Mstep: Class 12 contains 35726 members 
Mstep: Class 13 contains 35777 members 
Mstep: Class 14 contains 35996 members 
Mstep: Class 15 contains 35737 members 
Mstep: Class 16 contains 35609 members 
Mstep: Class 17 contains 35695 members 
Mstep: Class 18 contains 35899 members 
Mstep: Class 19 contains 35894 members 
Mstep: Class 20 contains 35921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 112.684799 but Gain 3343.632812
Score: -86275208.000000 Penalty: 63528.992188
Iteration 0F: 20 clusters Score -8.627521e+07 nChanged 677705
Entering Unmasked Mstep 
Mstep: Class 0 contains 2414 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 28835 members 
Mstep: Class 3 contains 24201 members 
Mstep: Class 4 contains 18312 members 
Mstep: Class 5 contains 54547 members 
Mstep: Class 6 contains 69049 members 
Mstep: Class 7 contains 151715 members 
Mstep: Class 8 contains 7748 members 
Mstep: Class 9 contains 46067 members 
Mstep: Class 10 contains 28243 members 
Mstep: Class 11 contains 3419 members 
Mstep: Class 12 contains 5822 members 
Mstep: Class 13 contains 35109 members 
Mstep: Class 15 contains 20646 members 
Mstep: Class 16 contains 5374 members 
Mstep: Class 17 contains 26404 members 
Mstep: Class 18 contains 6262 members 
Mstep: Class 19 contains 29618 members 
Mstep: Class 20 contains 137503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1939.228760 but Gain 3343.632812
Score: -89466496.000000 Penalty: 60185.359375
Iteration 1F: 19 clusters Score -8.94665e+07 nChanged 280881
Entering Unmasked Mstep 
Mstep: Class 0 contains 2202 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 12288 members 
Mstep: Class 3 contains 32731 members 
Mstep: Class 4 contains 14565 members 
Mstep: Class 5 contains 43517 members 
Mstep: Class 6 contains 63804 members 
Mstep: Class 7 contains 218848 members 
Mstep: Class 8 contains 7655 members 
Mstep: Class 9 contains 21589 members 
Mstep: Class 10 contains 17060 members 
Mstep: Class 11 contains 5473 members 
Mstep: Class 13 contains 23523 members 
Mstep: Class 15 contains 18380 members 
Mstep: Class 16 contains 5347 members 
Mstep: Class 17 contains 28160 members 
Mstep: Class 18 contains 1227 members 
Mstep: Class 19 contains 19433 members 
Mstep: Class 20 contains 166868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90111856.000000 Penalty: 60185.359375
Iteration 2F: 19 clusters Score -9.011186e+07 nChanged 164495
Entering Unmasked Mstep 
Mstep: Class 0 contains 1635 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 4436 members 
Mstep: Class 3 contains 23580 members 
Mstep: Class 4 contains 15794 members 
Mstep: Class 5 contains 45310 members 
Mstep: Class 6 contains 51033 members 
Mstep: Class 7 contains 247604 members 
Mstep: Class 8 contains 10736 members 
Mstep: Class 9 contains 10853 members 
Mstep: Class 10 contains 11355 members 
Mstep: Class 11 contains 4980 members 
Mstep: Class 13 contains 12276 members 
Mstep: Class 15 contains 21335 members 
Mstep: Class 16 contains 3975 members 
Mstep: Class 17 contains 35361 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 17213 members 
Mstep: Class 20 contains 173902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90370808.000000 Penalty: 60185.359375
Iteration 3F: 19 clusters Score -9.037081e+07 nChanged 106577
Entering Unmasked Mstep 
Mstep: Class 0 contains 1255 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 16930 members 
Mstep: Class 4 contains 18949 members 
Mstep: Class 5 contains 45606 members 
Mstep: Class 6 contains 40112 members 
Mstep: Class 7 contains 267957 members 
Mstep: Class 8 contains 13240 members 
Mstep: Class 9 contains 6692 members 
Mstep: Class 10 contains 7833 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 13 contains 5989 members 
Mstep: Class 15 contains 21959 members 
Mstep: Class 16 contains 3057 members 
Mstep: Class 17 contains 40885 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 15054 members 
Mstep: Class 20 contains 172580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2877.956543 but Gain 3343.628906
Score: -90481000.000000 Penalty: 56841.730469
Iteration 4F: 18 clusters Score -9.0481e+07 nChanged 78415
Entering Unmasked Mstep 
Mstep: Class 0 contains 1181 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 2504 members 
Mstep: Class 3 contains 13350 members 
Mstep: Class 4 contains 21938 members 
Mstep: Class 5 contains 44310 members 
Mstep: Class 6 contains 33629 members 
Mstep: Class 7 contains 284761 members 
Mstep: Class 8 contains 15198 members 
Mstep: Class 9 contains 4803 members 
Mstep: Class 10 contains 4802 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 15 contains 21796 members 
Mstep: Class 16 contains 2676 members 
Mstep: Class 17 contains 44428 members 
Mstep: Class 18 contains 1761 members 
Mstep: Class 19 contains 12642 members 
Mstep: Class 20 contains 170261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3299.406738 but Gain 3343.632812
Score: -90548816.000000 Penalty: 53498.097656
Iteration 5F: 17 clusters Score -9.054882e+07 nChanged 59660
Entering Unmasked Mstep 
Mstep: Class 0 contains 1172 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 11109 members 
Mstep: Class 4 contains 24172 members 
Mstep: Class 5 contains 42124 members 
Mstep: Class 6 contains 30010 members 
Mstep: Class 7 contains 296849 members 
Mstep: Class 8 contains 17019 members 
Mstep: Class 9 contains 3784 members 
Mstep: Class 11 contains 2989 members 
Mstep: Class 15 contains 20750 members 
Mstep: Class 16 contains 2501 members 
Mstep: Class 17 contains 48405 members 
Mstep: Class 18 contains 1458 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 165782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90598888.000000 Penalty: 53498.097656
Iteration 6F: 17 clusters Score -9.059889e+07 nChanged 45162
Entering Unmasked Mstep 
Mstep: Class 0 contains 1099 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 8824 members 
Mstep: Class 4 contains 25748 members 
Mstep: Class 5 contains 40252 members 
Mstep: Class 6 contains 27477 members 
Mstep: Class 7 contains 305968 members 
Mstep: Class 8 contains 18941 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 15 contains 19522 members 
Mstep: Class 16 contains 2478 members 
Mstep: Class 17 contains 49225 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 9318 members 
Mstep: Class 20 contains 161105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90658976.000000 Penalty: 53498.097656
Iteration 7F: 17 clusters Score -9.065898e+07 nChanged 38884
Entering Unmasked Mstep 
Mstep: Class 0 contains 571 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 6940 members 
Mstep: Class 4 contains 26750 members 
Mstep: Class 5 contains 38774 members 
Mstep: Class 6 contains 25253 members 
Mstep: Class 7 contains 314415 members 
Mstep: Class 8 contains 20957 members 
Mstep: Class 9 contains 2600 members 
Mstep: Class 11 contains 3137 members 
Mstep: Class 15 contains 18287 members 
Mstep: Class 16 contains 2605 members 
Mstep: Class 17 contains 49909 members 
Mstep: Class 18 contains 2037 members 
Mstep: Class 19 contains 8558 members 
Mstep: Class 20 contains 155964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90761072.000000 Penalty: 53498.097656
Iteration 8F: 17 clusters Score -9.076107e+07 nChanged 33124
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 4716 members 
Mstep: Class 3 contains 6382 members 
Mstep: Class 4 contains 27518 members 
Mstep: Class 5 contains 37190 members 
Mstep: Class 6 contains 23442 members 
Mstep: Class 7 contains 320447 members 
Mstep: Class 8 contains 22981 members 
Mstep: Class 9 contains 2303 members 
Mstep: Class 11 contains 3299 members 
Mstep: Class 15 contains 17070 members 
Mstep: Class 16 contains 2783 members 
Mstep: Class 17 contains 50944 members 
Mstep: Class 18 contains 2678 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 151634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90776432.000000 Penalty: 53498.097656
Iteration 9Q: 17 clusters Score -9.077643e+07 nChanged 27301
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 6295 members 
Mstep: Class 4 contains 28392 members 
Mstep: Class 5 contains 35794 members 
Mstep: Class 6 contains 21973 members 
Mstep: Class 7 contains 323136 members 
Mstep: Class 8 contains 24854 members 
Mstep: Class 9 contains 2108 members 
Mstep: Class 11 contains 3455 members 
Mstep: Class 15 contains 16026 members 
Mstep: Class 16 contains 2862 members 
Mstep: Class 17 contains 52254 members 
Mstep: Class 18 contains 2687 members 
Mstep: Class 19 contains 8502 members 
Mstep: Class 20 contains 149008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90781184.000000 Penalty: 53498.097656
Iteration 10Q: 17 clusters Score -9.078118e+07 nChanged 22309
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 6166 members 
Mstep: Class 4 contains 29542 members 
Mstep: Class 5 contains 34647 members 
Mstep: Class 6 contains 20908 members 
Mstep: Class 7 contains 323373 members 
Mstep: Class 8 contains 26470 members 
Mstep: Class 9 contains 1949 members 
Mstep: Class 11 contains 3604 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 2910 members 
Mstep: Class 17 contains 53581 members 
Mstep: Class 18 contains 2692 members 
Mstep: Class 19 contains 9060 members 
Mstep: Class 20 contains 147311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90785448.000000 Penalty: 53498.097656
Iteration 11Q: 17 clusters Score -9.078545e+07 nChanged 18162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 6038 members 
Mstep: Class 4 contains 30794 members 
Mstep: Class 5 contains 33699 members 
Mstep: Class 6 contains 20132 members 
Mstep: Class 7 contains 322412 members 
Mstep: Class 8 contains 27849 members 
Mstep: Class 9 contains 1828 members 
Mstep: Class 11 contains 3763 members 
Mstep: Class 15 contains 14924 members 
Mstep: Class 16 contains 2922 members 
Mstep: Class 17 contains 54698 members 
Mstep: Class 18 contains 2688 members 
Mstep: Class 19 contains 9724 members 
Mstep: Class 20 contains 146222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90790248.000000 Penalty: 53498.097656
Iteration 12Q: 17 clusters Score -9.079025e+07 nChanged 15074
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 5917 members 
Mstep: Class 4 contains 32030 members 
Mstep: Class 5 contains 32918 members 
Mstep: Class 6 contains 19628 members 
Mstep: Class 7 contains 320721 members 
Mstep: Class 8 contains 29008 members 
Mstep: Class 9 contains 1701 members 
Mstep: Class 11 contains 3921 members 
Mstep: Class 15 contains 14659 members 
Mstep: Class 16 contains 2960 members 
Mstep: Class 17 contains 55606 members 
Mstep: Class 18 contains 2688 members 
Mstep: Class 19 contains 10459 members 
Mstep: Class 20 contains 145550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90794936.000000 Penalty: 53498.097656
Iteration 13Q: 17 clusters Score -9.079494e+07 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 4698 members 
Mstep: Class 3 contains 5817 members 
Mstep: Class 4 contains 33290 members 
Mstep: Class 5 contains 32251 members 
Mstep: Class 6 contains 19309 members 
Mstep: Class 7 contains 318641 members 
Mstep: Class 8 contains 30057 members 
Mstep: Class 9 contains 1591 members 
Mstep: Class 11 contains 4070 members 
Mstep: Class 15 contains 14502 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 56362 members 
Mstep: Class 18 contains 2685 members 
Mstep: Class 19 contains 11169 members 
Mstep: Class 20 contains 145069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90799048.000000 Penalty: 53498.097656
Iteration 14Q: 17 clusters Score -9.079905e+07 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 4695 members 
Mstep: Class 3 contains 5725 members 
Mstep: Class 4 contains 34485 members 
Mstep: Class 5 contains 31657 members 
Mstep: Class 6 contains 19143 members 
Mstep: Class 7 contains 316652 members 
Mstep: Class 8 contains 31023 members 
Mstep: Class 9 contains 1476 members 
Mstep: Class 11 contains 4226 members 
Mstep: Class 15 contains 14419 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 56912 members 
Mstep: Class 18 contains 2685 members 
Mstep: Class 19 contains 11812 members 
Mstep: Class 20 contains 144606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802856.000000 Penalty: 53498.097656
Iteration 15Q: 17 clusters Score -9.080286e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 4694 members 
Mstep: Class 3 contains 5652 members 
Mstep: Class 4 contains 35614 members 
Mstep: Class 5 contains 31153 members 
Mstep: Class 6 contains 19057 members 
Mstep: Class 7 contains 314921 members 
Mstep: Class 8 contains 31916 members 
Mstep: Class 9 contains 1392 members 
Mstep: Class 11 contains 4371 members 
Mstep: Class 15 contains 14341 members 
Mstep: Class 16 contains 3006 members 
Mstep: Class 17 contains 57339 members 
Mstep: Class 18 contains 2685 members 
Mstep: Class 19 contains 12333 members 
Mstep: Class 20 contains 144005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90805600.000000 Penalty: 53498.097656
Iteration 16Q: 17 clusters Score -9.08056e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 4692 members 
Mstep: Class 3 contains 5577 members 
Mstep: Class 4 contains 36573 members 
Mstep: Class 5 contains 30648 members 
Mstep: Class 6 contains 18937 members 
Mstep: Class 7 contains 313269 members 
Mstep: Class 8 contains 32786 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 11 contains 4500 members 
Mstep: Class 15 contains 14287 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 57729 members 
Mstep: Class 18 contains 2685 members 
Mstep: Class 19 contains 12744 members 
Mstep: Class 20 contains 143632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90808480.000000 Penalty: 53498.097656
Iteration 17Q: 17 clusters Score -9.080848e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 4694 members 
Mstep: Class 3 contains 5523 members 
Mstep: Class 4 contains 37376 members 
Mstep: Class 5 contains 30235 members 
Mstep: Class 6 contains 18832 members 
Mstep: Class 7 contains 311814 members 
Mstep: Class 8 contains 33522 members 
Mstep: Class 9 contains 1272 members 
Mstep: Class 11 contains 4626 members 
Mstep: Class 15 contains 14236 members 
Mstep: Class 16 contains 3048 members 
Mstep: Class 17 contains 58041 members 
Mstep: Class 18 contains 2685 members 
Mstep: Class 19 contains 13133 members 
Mstep: Class 20 contains 143276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90810480.000000 Penalty: 53498.097656
Iteration 18Q: 17 clusters Score -9.081048e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 4694 members 
Mstep: Class 3 contains 5460 members 
Mstep: Class 4 contains 37997 members 
Mstep: Class 5 contains 29892 members 
Mstep: Class 6 contains 18732 members 
Mstep: Class 7 contains 310623 members 
Mstep: Class 8 contains 34158 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 11 contains 4732 members 
Mstep: Class 15 contains 14199 members 
Mstep: Class 16 contains 3075 members 
Mstep: Class 17 contains 58276 members 
Mstep: Class 18 contains 2685 members 
Mstep: Class 19 contains 13440 members 
Mstep: Class 20 contains 142982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90812344.000000 Penalty: 53498.097656
Iteration 19Q: 17 clusters Score -9.081234e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 5396 members 
Mstep: Class 4 contains 38518 members 
Mstep: Class 5 contains 29569 members 
Mstep: Class 6 contains 18645 members 
Mstep: Class 7 contains 309657 members 
Mstep: Class 8 contains 34736 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 11 contains 4811 members 
Mstep: Class 15 contains 14178 members 
Mstep: Class 16 contains 3078 members 
Mstep: Class 17 contains 58497 members 
Mstep: Class 18 contains 2685 members 
Mstep: Class 19 contains 13680 members 
Mstep: Class 20 contains 142671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90814016.000000 Penalty: 53498.097656
Iteration 20F: 17 clusters Score -9.081402e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 4694 members 
Mstep: Class 3 contains 5314 members 
Mstep: Class 4 contains 38979 members 
Mstep: Class 5 contains 29218 members 
Mstep: Class 6 contains 18562 members 
Mstep: Class 7 contains 308780 members 
Mstep: Class 8 contains 35267 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 11 contains 4867 members 
Mstep: Class 15 contains 14143 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 58658 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 13951 members 
Mstep: Class 20 contains 142491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90814896.000000 Penalty: 53498.097656
Iteration 21Q: 17 clusters Score -9.08149e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 4689 members 
Mstep: Class 3 contains 5232 members 
Mstep: Class 4 contains 39320 members 
Mstep: Class 5 contains 28931 members 
Mstep: Class 6 contains 18439 members 
Mstep: Class 7 contains 308050 members 
Mstep: Class 8 contains 35705 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 11 contains 4929 members 
Mstep: Class 15 contains 14091 members 
Mstep: Class 16 contains 3162 members 
Mstep: Class 17 contains 58774 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 14171 members 
Mstep: Class 20 contains 142470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90815936.000000 Penalty: 53498.097656
Iteration 22Q: 17 clusters Score -9.081594e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 5148 members 
Mstep: Class 4 contains 39609 members 
Mstep: Class 5 contains 28661 members 
Mstep: Class 6 contains 18314 members 
Mstep: Class 7 contains 307423 members 
Mstep: Class 8 contains 36132 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 11 contains 4985 members 
Mstep: Class 15 contains 14032 members 
Mstep: Class 16 contains 3230 members 
Mstep: Class 17 contains 58869 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 14307 members 
Mstep: Class 20 contains 142494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90816720.000000 Penalty: 53498.097656
Iteration 23Q: 17 clusters Score -9.081672e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 4688 members 
Mstep: Class 3 contains 5080 members 
Mstep: Class 4 contains 39843 members 
Mstep: Class 5 contains 28386 members 
Mstep: Class 6 contains 18187 members 
Mstep: Class 7 contains 306882 members 
Mstep: Class 8 contains 36528 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 11 contains 5036 members 
Mstep: Class 15 contains 13999 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 58942 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 14428 members 
Mstep: Class 20 contains 142525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90817280.000000 Penalty: 53498.097656
Iteration 24Q: 17 clusters Score -9.081728e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 5015 members 
Mstep: Class 4 contains 40017 members 
Mstep: Class 5 contains 28163 members 
Mstep: Class 6 contains 18069 members 
Mstep: Class 7 contains 306341 members 
Mstep: Class 8 contains 36902 members 
Mstep: Class 9 contains 1245 members 
Mstep: Class 11 contains 5082 members 
Mstep: Class 15 contains 13942 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 58995 members 
Mstep: Class 18 contains 2684 members 
Mstep: Class 19 contains 14545 members 
Mstep: Class 20 contains 142617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90817728.000000 Penalty: 53498.097656
Iteration 25Q: 17 clusters Score -9.081773e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 4953 members 
Mstep: Class 4 contains 40168 members 
Mstep: Class 5 contains 27996 members 
Mstep: Class 6 contains 17983 members 
Mstep: Class 7 contains 305804 members 
Mstep: Class 8 contains 37214 members 
Mstep: Class 9 contains 1239 members 
Mstep: Class 11 contains 5124 members 
Mstep: Class 15 contains 13895 members 
Mstep: Class 16 contains 3402 members 
Mstep: Class 17 contains 59051 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 14652 members 
Mstep: Class 20 contains 142734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90818256.000000 Penalty: 53498.097656
Iteration 26Q: 17 clusters Score -9.081826e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 4894 members 
Mstep: Class 4 contains 40289 members 
Mstep: Class 5 contains 27839 members 
Mstep: Class 6 contains 17898 members 
Mstep: Class 7 contains 305415 members 
Mstep: Class 8 contains 37489 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 11 contains 5156 members 
Mstep: Class 15 contains 13841 members 
Mstep: Class 16 contains 3473 members 
Mstep: Class 17 contains 59084 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 14741 members 
Mstep: Class 20 contains 142832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90818256.000000 Penalty: 53498.097656
Iteration 27Q: 17 clusters Score -9.081826e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 4686 members 
Mstep: Class 3 contains 4856 members 
Mstep: Class 4 contains 40383 members 
Mstep: Class 5 contains 27658 members 
Mstep: Class 6 contains 17806 members 
Mstep: Class 7 contains 305137 members 
Mstep: Class 8 contains 37751 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 11 contains 5192 members 
Mstep: Class 15 contains 13788 members 
Mstep: Class 16 contains 3543 members 
Mstep: Class 17 contains 59087 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 14804 members 
Mstep: Class 20 contains 142900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90818560.000000 Penalty: 53498.097656
Iteration 28Q: 17 clusters Score -9.081856e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 4808 members 
Mstep: Class 4 contains 40483 members 
Mstep: Class 5 contains 27488 members 
Mstep: Class 6 contains 17718 members 
Mstep: Class 7 contains 304812 members 
Mstep: Class 8 contains 37974 members 
Mstep: Class 9 contains 1223 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 15 contains 13744 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 59058 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 14842 members 
Mstep: Class 20 contains 143089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90818768.000000 Penalty: 53498.097656
Iteration 29Q: 17 clusters Score -9.081877e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 4688 members 
Mstep: Class 3 contains 4772 members 
Mstep: Class 4 contains 40561 members 
Mstep: Class 5 contains 27345 members 
Mstep: Class 6 contains 17650 members 
Mstep: Class 7 contains 304445 members 
Mstep: Class 8 contains 38174 members 
Mstep: Class 9 contains 1219 members 
Mstep: Class 11 contains 5273 members 
Mstep: Class 15 contains 13705 members 
Mstep: Class 16 contains 3678 members 
Mstep: Class 17 contains 59045 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 14876 members 
Mstep: Class 20 contains 143315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90818936.000000 Penalty: 53498.097656
Iteration 30Q: 17 clusters Score -9.081894e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 4687 members 
Mstep: Class 3 contains 4728 members 
Mstep: Class 4 contains 40626 members 
Mstep: Class 5 contains 27232 members 
Mstep: Class 6 contains 17591 members 
Mstep: Class 7 contains 304016 members 
Mstep: Class 8 contains 38358 members 
Mstep: Class 9 contains 1212 members 
Mstep: Class 11 contains 5301 members 
Mstep: Class 15 contains 13680 members 
Mstep: Class 16 contains 3745 members 
Mstep: Class 17 contains 59025 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 14897 members 
Mstep: Class 20 contains 143594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819008.000000 Penalty: 53498.097656
Iteration 31Q: 17 clusters Score -9.081901e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 4683 members 
Mstep: Class 4 contains 40662 members 
Mstep: Class 5 contains 27098 members 
Mstep: Class 6 contains 17523 members 
Mstep: Class 7 contains 303568 members 
Mstep: Class 8 contains 38508 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 15 contains 13657 members 
Mstep: Class 16 contains 3818 members 
Mstep: Class 17 contains 59009 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 14933 members 
Mstep: Class 20 contains 143922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819120.000000 Penalty: 53498.097656
Iteration 32Q: 17 clusters Score -9.081912e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 4686 members 
Mstep: Class 3 contains 4643 members 
Mstep: Class 4 contains 40701 members 
Mstep: Class 5 contains 26980 members 
Mstep: Class 6 contains 17470 members 
Mstep: Class 7 contains 303136 members 
Mstep: Class 8 contains 38646 members 
Mstep: Class 9 contains 1204 members 
Mstep: Class 11 contains 5369 members 
Mstep: Class 15 contains 13643 members 
Mstep: Class 16 contains 3880 members 
Mstep: Class 17 contains 58983 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 14969 members 
Mstep: Class 20 contains 144217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819304.000000 Penalty: 53498.097656
Iteration 33Q: 17 clusters Score -9.08193e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 4608 members 
Mstep: Class 4 contains 40735 members 
Mstep: Class 5 contains 26879 members 
Mstep: Class 6 contains 17400 members 
Mstep: Class 7 contains 302781 members 
Mstep: Class 8 contains 38778 members 
Mstep: Class 9 contains 1200 members 
Mstep: Class 11 contains 5398 members 
Mstep: Class 15 contains 13617 members 
Mstep: Class 16 contains 3944 members 
Mstep: Class 17 contains 58947 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 14993 members 
Mstep: Class 20 contains 144503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819512.000000 Penalty: 53498.097656
Iteration 34Q: 17 clusters Score -9.081951e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 4564 members 
Mstep: Class 4 contains 40750 members 
Mstep: Class 5 contains 26781 members 
Mstep: Class 6 contains 17322 members 
Mstep: Class 7 contains 302434 members 
Mstep: Class 8 contains 38916 members 
Mstep: Class 9 contains 1194 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 15 contains 13588 members 
Mstep: Class 16 contains 4022 members 
Mstep: Class 17 contains 58924 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 15030 members 
Mstep: Class 20 contains 144774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819192.000000 Penalty: 53498.097656
Iteration 35Q: 17 clusters Score -9.081919e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 4684 members 
Mstep: Class 3 contains 4512 members 
Mstep: Class 4 contains 40760 members 
Mstep: Class 5 contains 26690 members 
Mstep: Class 6 contains 17243 members 
Mstep: Class 7 contains 302146 members 
Mstep: Class 8 contains 39045 members 
Mstep: Class 9 contains 1191 members 
Mstep: Class 11 contains 5443 members 
Mstep: Class 15 contains 13572 members 
Mstep: Class 16 contains 4098 members 
Mstep: Class 17 contains 58905 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 15068 members 
Mstep: Class 20 contains 144997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819224.000000 Penalty: 53498.097656
Iteration 36Q: 17 clusters Score -9.081922e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 4684 members 
Mstep: Class 3 contains 4447 members 
Mstep: Class 4 contains 40769 members 
Mstep: Class 5 contains 26590 members 
Mstep: Class 6 contains 17165 members 
Mstep: Class 7 contains 301851 members 
Mstep: Class 8 contains 39156 members 
Mstep: Class 9 contains 1191 members 
Mstep: Class 11 contains 5461 members 
Mstep: Class 15 contains 13546 members 
Mstep: Class 16 contains 4201 members 
Mstep: Class 17 contains 58904 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 15102 members 
Mstep: Class 20 contains 145222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90818976.000000 Penalty: 53498.097656
Iteration 37Q: 17 clusters Score -9.081898e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 4683 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 4 contains 40783 members 
Mstep: Class 5 contains 26498 members 
Mstep: Class 6 contains 17103 members 
Mstep: Class 7 contains 301488 members 
Mstep: Class 8 contains 39269 members 
Mstep: Class 9 contains 1191 members 
Mstep: Class 11 contains 5474 members 
Mstep: Class 15 contains 13535 members 
Mstep: Class 16 contains 4289 members 
Mstep: Class 17 contains 58905 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 15131 members 
Mstep: Class 20 contains 145500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90818992.000000 Penalty: 53498.097656
Iteration 38Q: 17 clusters Score -9.081899e+07 nChanged 1983
Entering ConstructFrom: 
Score: -90818992.000000 Penalty: 53498.097656
Entering ConstructFrom: 
Trying to split cluster 1 (35813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Entering Unmasked Estep 
Score: -4468439.500000 Penalty: 2600.544434
	Iteration 0F: 2 clusters Score -4468440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -4444281.000000 Penalty: 5201.088867
	Iteration 0F: 3 clusters Score -4444281 nChanged 16267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -4453473.500000 Penalty: 5201.088867
	Iteration 1F: 3 clusters Score -4453474 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -4454698.000000 Penalty: 5201.088867
	Iteration 2F: 3 clusters Score -4454698 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -4456226.000000 Penalty: 5201.088867
	Iteration 3F: 3 clusters Score -4456226 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -4457922.000000 Penalty: 5201.088867
	Iteration 4F: 3 clusters Score -4457922 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -4459542.500000 Penalty: 5201.088867
	Iteration 5F: 3 clusters Score -4459542 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -4460809.000000 Penalty: 5201.088867
	Iteration 6F: 3 clusters Score -4460809 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -4461698.500000 Penalty: 5201.088867
	Iteration 7F: 3 clusters Score -4461698 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -4462352.000000 Penalty: 5201.088867
	Iteration 8Q: 3 clusters Score -4462352 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -4462875.000000 Penalty: 5201.088867
	Iteration 9Q: 3 clusters Score -4462875 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -4463464.000000 Penalty: 5201.088867
	Iteration 10Q: 3 clusters Score -4463464 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -4464273.000000 Penalty: 5201.088867
	Iteration 11Q: 3 clusters Score -4464273 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -4465180.000000 Penalty: 5201.088867
	Iteration 12Q: 3 clusters Score -4465180 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -4466083.000000 Penalty: 5201.088867
	Iteration 13Q: 3 clusters Score -4466083 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -4466845.500000 Penalty: 5201.088867
	Iteration 14Q: 3 clusters Score -4466846 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -4467420.000000 Penalty: 5201.088867
	Iteration 15Q: 3 clusters Score -4467420 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -4467846.500000 Penalty: 5201.088867
	Iteration 16Q: 3 clusters Score -4467846 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -4468161.000000 Penalty: 5201.088867
	Iteration 17Q: 3 clusters Score -4468161 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -4468364.500000 Penalty: 5201.088867
	Iteration 18Q: 3 clusters Score -4468364 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -4468521.000000 Penalty: 5201.088867
	Iteration 19Q: 3 clusters Score -4468521 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -4468622.500000 Penalty: 5201.088867
	Iteration 20F: 3 clusters Score -4468622 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -4468676.500000 Penalty: 5201.088867
	Iteration 21Q: 3 clusters Score -4468676 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -4468701.000000 Penalty: 5201.088867
	Iteration 22Q: 3 clusters Score -4468701 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -4468717.500000 Penalty: 5201.088867
	Iteration 23Q: 3 clusters Score -4468718 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -4468725.000000 Penalty: 5201.088867
	Iteration 24Q: 3 clusters Score -4468725 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -4468736.000000 Penalty: 5201.088867
	Iteration 25Q: 3 clusters Score -4468736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -4468738.500000 Penalty: 5201.088867
	Iteration 26Q: 3 clusters Score -4468738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -4468739.000000 Penalty: 5201.088867
	Iteration 27Q: 3 clusters Score -4468739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -4468735.000000 Penalty: 5201.088867
	Iteration 28Q: 3 clusters Score -4468735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -4468739.500000 Penalty: 5201.088867
	Iteration 29Q: 3 clusters Score -4468740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -4468734.000000 Penalty: 5201.088867
	Iteration 30Q: 3 clusters Score -4468734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4468740.000000 Penalty: 5201.088867
	Iteration 31Q: 3 clusters Score -4468740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -4468750.500000 Penalty: 5201.088867
	Iteration 32Q: 3 clusters Score -4468750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -4468748.000000 Penalty: 5201.088867
	Iteration 33Q: 3 clusters Score -4468748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -4468747.000000 Penalty: 5201.088867
	Iteration 34Q: 3 clusters Score -4468747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -4468746.000000 Penalty: 5201.088867
	Iteration 35Q: 3 clusters Score -4468746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -4468750.500000 Penalty: 5201.088867
	Iteration 36Q: 3 clusters Score -4468750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -4468750.000000 Penalty: 5201.088867
	Iteration 37Q: 3 clusters Score -4468750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -4468750.000000 Penalty: 5201.088867
	Iteration 38Q: 3 clusters Score -4468750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -4468749.500000 Penalty: 5201.088867
	Iteration 39Q: 3 clusters Score -4468750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -4468749.500000 Penalty: 5201.088867
	Iteration 40F: 3 clusters Score -4468750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 4682 members 
Mstep: Class 3 contains 4321 members 
Mstep: Class 4 contains 40784 members 
Mstep: Class 5 contains 26402 members 
Mstep: Class 6 contains 17033 members 
Mstep: Class 7 contains 301108 members 
Mstep: Class 8 contains 39359 members 
Mstep: Class 9 contains 1190 members 
Mstep: Class 10 contains 17692 members 
Mstep: Class 11 contains 5486 members 
Mstep: Class 15 contains 13525 members 
Mstep: Class 16 contains 4382 members 
Mstep: Class 17 contains 58899 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 15154 members 
Mstep: Class 20 contains 145846 members 
Entering Unmasked Estep 
Score: -90818320.000000 Penalty: 56841.730469
Splitting cluster 1 changes total score from -90818992.000000 to -90818320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Entering Unmasked Estep 
Score: -585019.625000 Penalty: 2095.967285
	Iteration 0F: 2 clusters Score -585019.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -580711.625000 Penalty: 4191.934570
	Iteration 0F: 3 clusters Score -580711.6 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -581685.687500 Penalty: 4191.934570
	Iteration 1F: 3 clusters Score -581685.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -581946.437500 Penalty: 4191.934570
	Iteration 2F: 3 clusters Score -581946.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -582164.437500 Penalty: 4191.934570
	Iteration 3F: 3 clusters Score -582164.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -582315.875000 Penalty: 4191.934570
	Iteration 4Q: 3 clusters Score -582315.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -582444.625000 Penalty: 4191.934570
	Iteration 5Q: 3 clusters Score -582444.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -582576.437500 Penalty: 4191.934570
	Iteration 6Q: 3 clusters Score -582576.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -582682.562500 Penalty: 4191.934570
	Iteration 7Q: 3 clusters Score -582682.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -582775.187500 Penalty: 4191.934570
	Iteration 8Q: 3 clusters Score -582775.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -582880.750000 Penalty: 4191.934570
	Iteration 9Q: 3 clusters Score -582880.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -582984.500000 Penalty: 4191.934570
	Iteration 10Q: 3 clusters Score -582984.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -583074.437500 Penalty: 4191.934570
	Iteration 11Q: 3 clusters Score -583074.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -583166.312500 Penalty: 4191.934570
	Iteration 12Q: 3 clusters Score -583166.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -583251.437500 Penalty: 4191.934570
	Iteration 13Q: 3 clusters Score -583251.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -583330.375000 Penalty: 4191.934570
	Iteration 14Q: 3 clusters Score -583330.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -583407.187500 Penalty: 4191.934570
	Iteration 15Q: 3 clusters Score -583407.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -583474.000000 Penalty: 4191.934570
	Iteration 16Q: 3 clusters Score -583474 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -583532.187500 Penalty: 4191.934570
	Iteration 17Q: 3 clusters Score -583532.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -583588.437500 Penalty: 4191.934570
	Iteration 18Q: 3 clusters Score -583588.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -583625.125000 Penalty: 4191.934570
	Iteration 19Q: 3 clusters Score -583625.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -583646.625000 Penalty: 4191.934570
	Iteration 20F: 3 clusters Score -583646.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -583664.875000 Penalty: 4191.934570
	Iteration 21Q: 3 clusters Score -583664.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -583678.812500 Penalty: 4191.934570
	Iteration 22Q: 3 clusters Score -583678.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -583688.437500 Penalty: 4191.934570
	Iteration 23Q: 3 clusters Score -583688.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -583697.250000 Penalty: 4191.934570
	Iteration 24Q: 3 clusters Score -583697.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -583702.062500 Penalty: 4191.934570
	Iteration 25Q: 3 clusters Score -583702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -583704.250000 Penalty: 4191.934570
	Iteration 26Q: 3 clusters Score -583704.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -583707.625000 Penalty: 4191.934570
	Iteration 27Q: 3 clusters Score -583707.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -583713.750000 Penalty: 4191.934570
	Iteration 28Q: 3 clusters Score -583713.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -583716.875000 Penalty: 4191.934570
	Iteration 29Q: 3 clusters Score -583716.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -583720.750000 Penalty: 4191.934570
	Iteration 30Q: 3 clusters Score -583720.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -583722.812500 Penalty: 4191.934570
	Iteration 31Q: 3 clusters Score -583722.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -583725.062500 Penalty: 4191.934570
	Iteration 32Q: 3 clusters Score -583725.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -583728.187500 Penalty: 4191.934570
	Iteration 33Q: 3 clusters Score -583728.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -583731.437500 Penalty: 4191.934570
	Iteration 34Q: 3 clusters Score -583731.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -583733.875000 Penalty: 4191.934570
	Iteration 35Q: 3 clusters Score -583733.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -583739.625000 Penalty: 4191.934570
	Iteration 36Q: 3 clusters Score -583739.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -583742.875000 Penalty: 4191.934570
	Iteration 37Q: 3 clusters Score -583742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -583743.250000 Penalty: 4191.934570
	Iteration 38Q: 3 clusters Score -583743.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -583745.437500 Penalty: 4191.934570
	Iteration 39Q: 3 clusters Score -583745.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -583747.375000 Penalty: 4191.934570
	Iteration 40F: 3 clusters Score -583747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -583747.437500 Penalty: 4191.934570
	Iteration 41Q: 3 clusters Score -583747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -583747.750000 Penalty: 4191.934570
	Iteration 42Q: 3 clusters Score -583747.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -583749.375000 Penalty: 4191.934570
	Iteration 43Q: 3 clusters Score -583749.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -583750.562500 Penalty: 4191.934570
	Iteration 44Q: 3 clusters Score -583750.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -583750.875000 Penalty: 4191.934570
	Iteration 45Q: 3 clusters Score -583750.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -583752.375000 Penalty: 4191.934570
	Iteration 46Q: 3 clusters Score -583752.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -583752.375000 Penalty: 4191.934570
	Iteration 47F: 3 clusters Score -583752.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Entering Unmasked Estep 
Score: -470066.531250 Penalty: 2076.068115
	Iteration 0F: 2 clusters Score -470066.5 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 2099 members 
Entering Unmasked Estep 
Score: -466131.937500 Penalty: 4152.136230
	Iteration 0F: 3 clusters Score -466131.9 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -467324.468750 Penalty: 4152.136230
	Iteration 1F: 3 clusters Score -467324.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -467898.125000 Penalty: 4152.136230
	Iteration 2F: 3 clusters Score -467898.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -468501.093750 Penalty: 4152.136230
	Iteration 3F: 3 clusters Score -468501.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -469121.125000 Penalty: 4152.136230
	Iteration 4F: 3 clusters Score -469121.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -469675.781250 Penalty: 4152.136230
	Iteration 5F: 3 clusters Score -469675.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -470078.437500 Penalty: 4152.136230
	Iteration 6F: 3 clusters Score -470078.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -470398.500000 Penalty: 4152.136230
	Iteration 7Q: 3 clusters Score -470398.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -470763.156250 Penalty: 4152.136230
	Iteration 8Q: 3 clusters Score -470763.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -471195.843750 Penalty: 4152.136230
	Iteration 9Q: 3 clusters Score -471195.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -471696.531250 Penalty: 4152.136230
	Iteration 10Q: 3 clusters Score -471696.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -471866.187500 Penalty: 4152.136230
	Iteration 11Q: 3 clusters Score -471866.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -471919.593750 Penalty: 4152.136230
	Iteration 12Q: 3 clusters Score -471919.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -471940.500000 Penalty: 4152.136230
	Iteration 13Q: 3 clusters Score -471940.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -471947.656250 Penalty: 4152.136230
	Iteration 14Q: 3 clusters Score -471947.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -471955.218750 Penalty: 4152.136230
	Iteration 15Q: 3 clusters Score -471955.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -471961.093750 Penalty: 4152.136230
	Iteration 16Q: 3 clusters Score -471961.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -471969.281250 Penalty: 4152.136230
	Iteration 17Q: 3 clusters Score -471969.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -471973.062500 Penalty: 4152.136230
	Iteration 18Q: 3 clusters Score -471973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -471974.781250 Penalty: 4152.136230
	Iteration 19Q: 3 clusters Score -471974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -471975.031250 Penalty: 4152.136230
	Iteration 20F: 3 clusters Score -471975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 4682 members 
Mstep: Class 3 contains 906 members 
Mstep: Class 4 contains 40784 members 
Mstep: Class 5 contains 26402 members 
Mstep: Class 6 contains 17033 members 
Mstep: Class 7 contains 301108 members 
Mstep: Class 8 contains 39359 members 
Mstep: Class 9 contains 1190 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 5486 members 
Mstep: Class 15 contains 13525 members 
Mstep: Class 16 contains 4382 members 
Mstep: Class 17 contains 58899 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 15154 members 
Mstep: Class 20 contains 145846 members 
Entering Unmasked Estep 
Score: -90819480.000000 Penalty: 56841.730469
Splitting cluster 3 changes total score from -90818992.000000 to -90819480.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 4 (40784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Entering Unmasked Estep 
Score: -5317706.000000 Penalty: 2632.779053
	Iteration 0F: 2 clusters Score -5317706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -5290326.500000 Penalty: 5265.558105
	Iteration 0F: 3 clusters Score -5290326 nChanged 18520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -5300544.000000 Penalty: 5265.558105
	Iteration 1F: 3 clusters Score -5300544 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -5301179.000000 Penalty: 5265.558105
	Iteration 2Q: 3 clusters Score -5301179 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -5301861.000000 Penalty: 5265.558105
	Iteration 3Q: 3 clusters Score -5301861 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -5302756.500000 Penalty: 5265.558105
	Iteration 4Q: 3 clusters Score -5302756 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -5303955.000000 Penalty: 5265.558105
	Iteration 5F: 3 clusters Score -5303955 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -5305677.000000 Penalty: 5265.558105
	Iteration 6F: 3 clusters Score -5305677 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -5307655.500000 Penalty: 5265.558105
	Iteration 7F: 3 clusters Score -5307656 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -5309688.500000 Penalty: 5265.558105
	Iteration 8F: 3 clusters Score -5309688 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -5311565.500000 Penalty: 5265.558105
	Iteration 9F: 3 clusters Score -5311566 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -5312998.000000 Penalty: 5265.558105
	Iteration 10Q: 3 clusters Score -5312998 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5313907.000000 Penalty: 5265.558105
	Iteration 11Q: 3 clusters Score -5313907 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5314488.000000 Penalty: 5265.558105
	Iteration 12Q: 3 clusters Score -5314488 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5314777.000000 Penalty: 5265.558105
	Iteration 13Q: 3 clusters Score -5314777 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5314961.000000 Penalty: 5265.558105
	Iteration 14Q: 3 clusters Score -5314961 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5315079.500000 Penalty: 5265.558105
	Iteration 15Q: 3 clusters Score -5315080 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5315168.500000 Penalty: 5265.558105
	Iteration 16Q: 3 clusters Score -5315168 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5315233.000000 Penalty: 5265.558105
	Iteration 17Q: 3 clusters Score -5315233 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5315279.500000 Penalty: 5265.558105
	Iteration 18Q: 3 clusters Score -5315280 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5315330.500000 Penalty: 5265.558105
	Iteration 19Q: 3 clusters Score -5315330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5315361.500000 Penalty: 5265.558105
	Iteration 20F: 3 clusters Score -5315362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5315394.500000 Penalty: 5265.558105
	Iteration 21Q: 3 clusters Score -5315394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5315429.000000 Penalty: 5265.558105
	Iteration 22Q: 3 clusters Score -5315429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5315442.500000 Penalty: 5265.558105
	Iteration 23Q: 3 clusters Score -5315442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5315452.500000 Penalty: 5265.558105
	Iteration 24Q: 3 clusters Score -5315452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5315467.500000 Penalty: 5265.558105
	Iteration 25Q: 3 clusters Score -5315468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5315464.500000 Penalty: 5265.558105
	Iteration 26Q: 3 clusters Score -5315464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5315476.000000 Penalty: 5265.558105
	Iteration 27Q: 3 clusters Score -5315476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5315476.500000 Penalty: 5265.558105
	Iteration 28Q: 3 clusters Score -5315476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5315479.000000 Penalty: 5265.558105
	Iteration 29Q: 3 clusters Score -5315479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5315486.500000 Penalty: 5265.558105
	Iteration 30Q: 3 clusters Score -5315486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5315480.000000 Penalty: 5265.558105
	Iteration 31Q: 3 clusters Score -5315480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5315485.500000 Penalty: 5265.558105
	Iteration 32Q: 3 clusters Score -5315486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5315491.000000 Penalty: 5265.558105
	Iteration 33Q: 3 clusters Score -5315491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5315492.000000 Penalty: 5265.558105
	Iteration 34Q: 3 clusters Score -5315492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5315499.000000 Penalty: 5265.558105
	Iteration 35Q: 3 clusters Score -5315499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5315499.000000 Penalty: 5265.558105
	Iteration 36Q: 3 clusters Score -5315499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5315505.000000 Penalty: 5265.558105
	Iteration 37Q: 3 clusters Score -5315505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5315504.500000 Penalty: 5265.558105
	Iteration 38Q: 3 clusters Score -5315504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5315506.000000 Penalty: 5265.558105
	Iteration 39Q: 3 clusters Score -5315506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5315513.500000 Penalty: 5265.558105
	Iteration 40F: 3 clusters Score -5315514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5315516.500000 Penalty: 5265.558105
	Iteration 41Q: 3 clusters Score -5315516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5315517.500000 Penalty: 5265.558105
	Iteration 42Q: 3 clusters Score -5315518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5315521.000000 Penalty: 5265.558105
	Iteration 43Q: 3 clusters Score -5315521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5315528.500000 Penalty: 5265.558105
	Iteration 44Q: 3 clusters Score -5315528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5315532.000000 Penalty: 5265.558105
	Iteration 45Q: 3 clusters Score -5315532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5315534.000000 Penalty: 5265.558105
	Iteration 46Q: 3 clusters Score -5315534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5315539.000000 Penalty: 5265.558105
	Iteration 47Q: 3 clusters Score -5315539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5315543.500000 Penalty: 5265.558105
	Iteration 48Q: 3 clusters Score -5315544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5315547.000000 Penalty: 5265.558105
	Iteration 49Q: 3 clusters Score -5315547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5315544.000000 Penalty: 5265.558105
	Iteration 50Q: 3 clusters Score -5315544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5315544.000000 Penalty: 5265.558105
	Iteration 51F: 3 clusters Score -5315544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Entering Unmasked Estep 
Score: -3178870.500000 Penalty: 2524.936523
	Iteration 0F: 2 clusters Score -3178870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -3160840.250000 Penalty: 5049.873047
	Iteration 0F: 3 clusters Score -3160840 nChanged 11776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3167361.500000 Penalty: 5049.873047
	Iteration 1F: 3 clusters Score -3167362 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -3168033.500000 Penalty: 5049.873047
	Iteration 2F: 3 clusters Score -3168034 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3168680.250000 Penalty: 5049.873047
	Iteration 3F: 3 clusters Score -3168680 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -3169479.000000 Penalty: 5049.873047
	Iteration 4F: 3 clusters Score -3169479 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3170402.250000 Penalty: 5049.873047
	Iteration 5F: 3 clusters Score -3170402 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -3171497.750000 Penalty: 5049.873047
	Iteration 6F: 3 clusters Score -3171498 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3172716.500000 Penalty: 5049.873047
	Iteration 7F: 3 clusters Score -3172716 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -3173825.750000 Penalty: 5049.873047
	Iteration 8F: 3 clusters Score -3173826 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -3174624.750000 Penalty: 5049.873047
	Iteration 9Q: 3 clusters Score -3174625 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -3175141.500000 Penalty: 5049.873047
	Iteration 10Q: 3 clusters Score -3175142 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -3175440.000000 Penalty: 5049.873047
	Iteration 11Q: 3 clusters Score -3175440 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3175628.250000 Penalty: 5049.873047
	Iteration 12Q: 3 clusters Score -3175628 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3175749.250000 Penalty: 5049.873047
	Iteration 13Q: 3 clusters Score -3175749 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -3175868.750000 Penalty: 5049.873047
	Iteration 14Q: 3 clusters Score -3175869 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -3175982.250000 Penalty: 5049.873047
	Iteration 15Q: 3 clusters Score -3175982 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3176082.750000 Penalty: 5049.873047
	Iteration 16Q: 3 clusters Score -3176083 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3176167.750000 Penalty: 5049.873047
	Iteration 17Q: 3 clusters Score -3176168 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3176239.750000 Penalty: 5049.873047
	Iteration 18Q: 3 clusters Score -3176240 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -3176304.500000 Penalty: 5049.873047
	Iteration 19Q: 3 clusters Score -3176304 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -3176385.000000 Penalty: 5049.873047
	Iteration 20F: 3 clusters Score -3176385 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3176467.250000 Penalty: 5049.873047
	Iteration 21Q: 3 clusters Score -3176467 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3176528.000000 Penalty: 5049.873047
	Iteration 22Q: 3 clusters Score -3176528 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3176583.750000 Penalty: 5049.873047
	Iteration 23Q: 3 clusters Score -3176584 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3176628.000000 Penalty: 5049.873047
	Iteration 24Q: 3 clusters Score -3176628 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3176669.000000 Penalty: 5049.873047
	Iteration 25Q: 3 clusters Score -3176669 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3176700.750000 Penalty: 5049.873047
	Iteration 26Q: 3 clusters Score -3176701 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3176742.000000 Penalty: 5049.873047
	Iteration 27Q: 3 clusters Score -3176742 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3176796.250000 Penalty: 5049.873047
	Iteration 28Q: 3 clusters Score -3176796 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3176821.750000 Penalty: 5049.873047
	Iteration 29Q: 3 clusters Score -3176822 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3176836.250000 Penalty: 5049.873047
	Iteration 30Q: 3 clusters Score -3176836 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3176854.750000 Penalty: 5049.873047
	Iteration 31Q: 3 clusters Score -3176855 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3176876.750000 Penalty: 5049.873047
	Iteration 32Q: 3 clusters Score -3176877 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3176895.000000 Penalty: 5049.873047
	Iteration 33Q: 3 clusters Score -3176895 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3176908.250000 Penalty: 5049.873047
	Iteration 34Q: 3 clusters Score -3176908 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3176926.000000 Penalty: 5049.873047
	Iteration 35Q: 3 clusters Score -3176926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3176945.500000 Penalty: 5049.873047
	Iteration 36Q: 3 clusters Score -3176946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -3176955.000000 Penalty: 5049.873047
	Iteration 37Q: 3 clusters Score -3176955 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3176971.250000 Penalty: 5049.873047
	Iteration 38Q: 3 clusters Score -3176971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3176978.500000 Penalty: 5049.873047
	Iteration 39Q: 3 clusters Score -3176978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3176995.250000 Penalty: 5049.873047
	Iteration 40F: 3 clusters Score -3176995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3176998.000000 Penalty: 5049.873047
	Iteration 41Q: 3 clusters Score -3176998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3177001.250000 Penalty: 5049.873047
	Iteration 42Q: 3 clusters Score -3177001 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3177011.250000 Penalty: 5049.873047
	Iteration 43Q: 3 clusters Score -3177011 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3177015.250000 Penalty: 5049.873047
	Iteration 44Q: 3 clusters Score -3177015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3177022.250000 Penalty: 5049.873047
	Iteration 45Q: 3 clusters Score -3177022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3177031.250000 Penalty: 5049.873047
	Iteration 46Q: 3 clusters Score -3177031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3177031.750000 Penalty: 5049.873047
	Iteration 47Q: 3 clusters Score -3177032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3177052.500000 Penalty: 5049.873047
	Iteration 48Q: 3 clusters Score -3177052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3177050.750000 Penalty: 5049.873047
	Iteration 49Q: 3 clusters Score -3177051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3177061.250000 Penalty: 5049.873047
	Iteration 50Q: 3 clusters Score -3177061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3177068.500000 Penalty: 5049.873047
	Iteration 51Q: 3 clusters Score -3177068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3177081.500000 Penalty: 5049.873047
	Iteration 52Q: 3 clusters Score -3177082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3177092.750000 Penalty: 5049.873047
	Iteration 53Q: 3 clusters Score -3177093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3177098.000000 Penalty: 5049.873047
	Iteration 54Q: 3 clusters Score -3177098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3177099.750000 Penalty: 5049.873047
	Iteration 55Q: 3 clusters Score -3177100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3177103.750000 Penalty: 5049.873047
	Iteration 56Q: 3 clusters Score -3177104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3177109.500000 Penalty: 5049.873047
	Iteration 57Q: 3 clusters Score -3177110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3177117.750000 Penalty: 5049.873047
	Iteration 58Q: 3 clusters Score -3177118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3177123.000000 Penalty: 5049.873047
	Iteration 59Q: 3 clusters Score -3177123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3177134.000000 Penalty: 5049.873047
	Iteration 60F: 3 clusters Score -3177134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3177138.750000 Penalty: 5049.873047
	Iteration 61Q: 3 clusters Score -3177139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3177143.000000 Penalty: 5049.873047
	Iteration 62Q: 3 clusters Score -3177143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3177150.250000 Penalty: 5049.873047
	Iteration 63Q: 3 clusters Score -3177150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3177155.500000 Penalty: 5049.873047
	Iteration 64Q: 3 clusters Score -3177156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3177160.750000 Penalty: 5049.873047
	Iteration 65Q: 3 clusters Score -3177161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3177167.250000 Penalty: 5049.873047
	Iteration 66Q: 3 clusters Score -3177167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3177166.250000 Penalty: 5049.873047
	Iteration 67Q: 3 clusters Score -3177166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3177170.750000 Penalty: 5049.873047
	Iteration 68Q: 3 clusters Score -3177171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3177173.000000 Penalty: 5049.873047
	Iteration 69Q: 3 clusters Score -3177173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3177174.750000 Penalty: 5049.873047
	Iteration 70Q: 3 clusters Score -3177175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3177173.500000 Penalty: 5049.873047
	Iteration 71Q: 3 clusters Score -3177174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3177176.250000 Penalty: 5049.873047
	Iteration 72Q: 3 clusters Score -3177176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3177177.500000 Penalty: 5049.873047
	Iteration 73Q: 3 clusters Score -3177178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3177180.500000 Penalty: 5049.873047
	Iteration 74Q: 3 clusters Score -3177180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3177176.750000 Penalty: 5049.873047
	Iteration 75Q: 3 clusters Score -3177177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3177179.250000 Penalty: 5049.873047
	Iteration 76Q: 3 clusters Score -3177179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3177182.000000 Penalty: 5049.873047
	Iteration 77Q: 3 clusters Score -3177182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3177182.000000 Penalty: 5049.873047
	Iteration 78F: 3 clusters Score -3177182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Entering Unmasked Estep 
Score: -2233221.000000 Penalty: 2416.240967
	Iteration 0F: 2 clusters Score -2233221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2221073.250000 Penalty: 4832.481934
	Iteration 0F: 3 clusters Score -2221073 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2225063.000000 Penalty: 4832.481934
	Iteration 1F: 3 clusters Score -2225063 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2225478.750000 Penalty: 4832.481934
	Iteration 2F: 3 clusters Score -2225479 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2225845.750000 Penalty: 4832.481934
	Iteration 3F: 3 clusters Score -2225846 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2226274.250000 Penalty: 4832.481934
	Iteration 4Q: 3 clusters Score -2226274 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2226843.500000 Penalty: 4832.481934
	Iteration 5F: 3 clusters Score -2226844 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2227694.000000 Penalty: 4832.481934
	Iteration 6F: 3 clusters Score -2227694 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2229068.500000 Penalty: 4832.481934
	Iteration 7F: 3 clusters Score -2229068 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2230846.250000 Penalty: 4832.481934
	Iteration 8F: 3 clusters Score -2230846 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2232571.000000 Penalty: 4832.481934
	Iteration 9F: 3 clusters Score -2232571 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2233766.500000 Penalty: 4832.481934
	Iteration 10F: 3 clusters Score -2233766 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2234248.250000 Penalty: 4832.481934
	Iteration 11Q: 3 clusters Score -2234248 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2234425.250000 Penalty: 4832.481934
	Iteration 12Q: 3 clusters Score -2234425 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2234476.750000 Penalty: 4832.481934
	Iteration 13Q: 3 clusters Score -2234477 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2234489.000000 Penalty: 4832.481934
	Iteration 14Q: 3 clusters Score -2234489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2234491.250000 Penalty: 4832.481934
	Iteration 15Q: 3 clusters Score -2234491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2234496.250000 Penalty: 4832.481934
	Iteration 16Q: 3 clusters Score -2234496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2234500.250000 Penalty: 4832.481934
	Iteration 17Q: 3 clusters Score -2234500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2234503.000000 Penalty: 4832.481934
	Iteration 18Q: 3 clusters Score -2234503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2234503.500000 Penalty: 4832.481934
	Iteration 19Q: 3 clusters Score -2234504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2234501.000000 Penalty: 4832.481934
	Iteration 20F: 3 clusters Score -2234501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2234500.750000 Penalty: 4832.481934
	Iteration 21Q: 3 clusters Score -2234501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2234500.750000 Penalty: 4832.481934
	Iteration 22F: 3 clusters Score -2234501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 4682 members 
Mstep: Class 3 contains 906 members 
Mstep: Class 4 contains 40784 members 
Mstep: Class 5 contains 26402 members 
Mstep: Class 6 contains 12502 members 
Mstep: Class 7 contains 301108 members 
Mstep: Class 8 contains 39359 members 
Mstep: Class 9 contains 1190 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 5486 members 
Mstep: Class 12 contains 4531 members 
Mstep: Class 15 contains 13525 members 
Mstep: Class 16 contains 4382 members 
Mstep: Class 17 contains 58899 members 
Mstep: Class 18 contains 2683 members 
Mstep: Class 19 contains 15154 members 
Mstep: Class 20 contains 145846 members 
Entering Unmasked Estep 
Score: -90819760.000000 Penalty: 60185.359375
Splitting cluster 6 changes total score from -90818992.000000 to -90819760.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 7 (301108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301108 members 
Entering Unmasked Estep 
Score: -39137652.000000 Penalty: 3128.575439
	Iteration 0F: 2 clusters Score -3.913765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150897 members 
Mstep: Class 2 contains 150211 members 
Entering Unmasked Estep 
Score: -38950428.000000 Penalty: 6257.150879
	Iteration 0F: 3 clusters Score -3.895043e+07 nChanged 146127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157840 members 
Mstep: Class 2 contains 143268 members 
Entering Unmasked Estep 
Score: -39037008.000000 Penalty: 6257.150879
	Iteration 1F: 3 clusters Score -3.903701e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161680 members 
Mstep: Class 2 contains 139428 members 
Entering Unmasked Estep 
Score: -39038760.000000 Penalty: 6257.150879
	Iteration 2Q: 3 clusters Score -3.903876e+07 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167055 members 
Mstep: Class 2 contains 134053 members 
Entering Unmasked Estep 
Score: -39041540.000000 Penalty: 6257.150879
	Iteration 3Q: 3 clusters Score -3.904154e+07 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174459 members 
Mstep: Class 2 contains 126649 members 
Entering Unmasked Estep 
Score: -39046384.000000 Penalty: 6257.150879
	Iteration 4Q: 3 clusters Score -3.904638e+07 nChanged 15758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183601 members 
Mstep: Class 2 contains 117507 members 
Entering Unmasked Estep 
Score: -39054896.000000 Penalty: 6257.150879
	Iteration 5F: 3 clusters Score -3.90549e+07 nChanged 18859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192450 members 
Mstep: Class 2 contains 108658 members 
Entering Unmasked Estep 
Score: -39068760.000000 Penalty: 6257.150879
	Iteration 6F: 3 clusters Score -3.906876e+07 nChanged 20689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197887 members 
Mstep: Class 2 contains 103221 members 
Entering Unmasked Estep 
Score: -39084284.000000 Penalty: 6257.150879
	Iteration 7F: 3 clusters Score -3.908428e+07 nChanged 18380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198427 members 
Mstep: Class 2 contains 102681 members 
Entering Unmasked Estep 
Score: -39092940.000000 Penalty: 6257.150879
	Iteration 8F: 3 clusters Score -3.909294e+07 nChanged 11607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197038 members 
Mstep: Class 2 contains 104070 members 
Entering Unmasked Estep 
Score: -39095228.000000 Penalty: 6257.150879
	Iteration 9Q: 3 clusters Score -3.909523e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195283 members 
Mstep: Class 2 contains 105825 members 
Entering Unmasked Estep 
Score: -39095896.000000 Penalty: 6257.150879
	Iteration 10Q: 3 clusters Score -3.90959e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193497 members 
Mstep: Class 2 contains 107611 members 
Entering Unmasked Estep 
Score: -39096092.000000 Penalty: 6257.150879
	Iteration 11Q: 3 clusters Score -3.909609e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191704 members 
Mstep: Class 2 contains 109404 members 
Entering Unmasked Estep 
Score: -39096212.000000 Penalty: 6257.150879
	Iteration 12Q: 3 clusters Score -3.909621e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189790 members 
Mstep: Class 2 contains 111318 members 
Entering Unmasked Estep 
Score: -39096228.000000 Penalty: 6257.150879
	Iteration 13Q: 3 clusters Score -3.909623e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187898 members 
Mstep: Class 2 contains 113210 members 
Entering Unmasked Estep 
Score: -39096084.000000 Penalty: 6257.150879
	Iteration 14Q: 3 clusters Score -3.909608e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185878 members 
Mstep: Class 2 contains 115230 members 
Entering Unmasked Estep 
Score: -39096288.000000 Penalty: 6257.150879
	Iteration 15Q: 3 clusters Score -3.909629e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183773 members 
Mstep: Class 2 contains 117335 members 
Entering Unmasked Estep 
Score: -39096344.000000 Penalty: 6257.150879
	Iteration 16Q: 3 clusters Score -3.909634e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181686 members 
Mstep: Class 2 contains 119422 members 
Entering Unmasked Estep 
Score: -39096460.000000 Penalty: 6257.150879
	Iteration 17Q: 3 clusters Score -3.909646e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179665 members 
Mstep: Class 2 contains 121443 members 
Entering Unmasked Estep 
Score: -39096656.000000 Penalty: 6257.150879
	Iteration 18Q: 3 clusters Score -3.909666e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177654 members 
Mstep: Class 2 contains 123454 members 
Entering Unmasked Estep 
Score: -39096660.000000 Penalty: 6257.150879
	Iteration 19Q: 3 clusters Score -3.909666e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175654 members 
Mstep: Class 2 contains 125454 members 
Entering Unmasked Estep 
Score: -39096756.000000 Penalty: 6257.150879
	Iteration 20F: 3 clusters Score -3.909676e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173673 members 
Mstep: Class 2 contains 127435 members 
Entering Unmasked Estep 
Score: -39096968.000000 Penalty: 6257.150879
	Iteration 21Q: 3 clusters Score -3.909697e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171744 members 
Mstep: Class 2 contains 129364 members 
Entering Unmasked Estep 
Score: -39096956.000000 Penalty: 6257.150879
	Iteration 22Q: 3 clusters Score -3.909696e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169858 members 
Mstep: Class 2 contains 131250 members 
Entering Unmasked Estep 
Score: -39097120.000000 Penalty: 6257.150879
	Iteration 23Q: 3 clusters Score -3.909712e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168053 members 
Mstep: Class 2 contains 133055 members 
Entering Unmasked Estep 
Score: -39097260.000000 Penalty: 6257.150879
	Iteration 24Q: 3 clusters Score -3.909726e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166337 members 
Mstep: Class 2 contains 134771 members 
Entering Unmasked Estep 
Score: -39097568.000000 Penalty: 6257.150879
	Iteration 25Q: 3 clusters Score -3.909757e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164735 members 
Mstep: Class 2 contains 136373 members 
Entering Unmasked Estep 
Score: -39097756.000000 Penalty: 6257.150879
	Iteration 26Q: 3 clusters Score -3.909776e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163249 members 
Mstep: Class 2 contains 137859 members 
Entering Unmasked Estep 
Score: -39097948.000000 Penalty: 6257.150879
	Iteration 27Q: 3 clusters Score -3.909795e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161821 members 
Mstep: Class 2 contains 139287 members 
Entering Unmasked Estep 
Score: -39098068.000000 Penalty: 6257.150879
	Iteration 28Q: 3 clusters Score -3.909807e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160394 members 
Mstep: Class 2 contains 140714 members 
Entering Unmasked Estep 
Score: -39098060.000000 Penalty: 6257.150879
	Iteration 29Q: 3 clusters Score -3.909806e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159055 members 
Mstep: Class 2 contains 142053 members 
Entering Unmasked Estep 
Score: -39098264.000000 Penalty: 6257.150879
	Iteration 30Q: 3 clusters Score -3.909826e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157772 members 
Mstep: Class 2 contains 143336 members 
Entering Unmasked Estep 
Score: -39098460.000000 Penalty: 6257.150879
	Iteration 31Q: 3 clusters Score -3.909846e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156662 members 
Mstep: Class 2 contains 144446 members 
Entering Unmasked Estep 
Score: -39098504.000000 Penalty: 6257.150879
	Iteration 32Q: 3 clusters Score -3.90985e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155557 members 
Mstep: Class 2 contains 145551 members 
Entering Unmasked Estep 
Score: -39098708.000000 Penalty: 6257.150879
	Iteration 33Q: 3 clusters Score -3.909871e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154475 members 
Mstep: Class 2 contains 146633 members 
Entering Unmasked Estep 
Score: -39098908.000000 Penalty: 6257.150879
	Iteration 34Q: 3 clusters Score -3.909891e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153388 members 
Mstep: Class 2 contains 147720 members 
Entering Unmasked Estep 
Score: -39098932.000000 Penalty: 6257.150879
	Iteration 35Q: 3 clusters Score -3.909893e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152230 members 
Mstep: Class 2 contains 148878 members 
Entering Unmasked Estep 
Score: -39099088.000000 Penalty: 6257.150879
	Iteration 36Q: 3 clusters Score -3.909909e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150983 members 
Mstep: Class 2 contains 150125 members 
Entering Unmasked Estep 
Score: -39099172.000000 Penalty: 6257.150879
	Iteration 37Q: 3 clusters Score -3.909917e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149561 members 
Mstep: Class 2 contains 151547 members 
Entering Unmasked Estep 
Score: -39099308.000000 Penalty: 6257.150879
	Iteration 38Q: 3 clusters Score -3.909931e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147929 members 
Mstep: Class 2 contains 153179 members 
Entering Unmasked Estep 
Score: -39099576.000000 Penalty: 6257.150879
	Iteration 39Q: 3 clusters Score -3.909958e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146314 members 
Mstep: Class 2 contains 154794 members 
Entering Unmasked Estep 
Score: -39099856.000000 Penalty: 6257.150879
	Iteration 40F: 3 clusters Score -3.909986e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144442 members 
Mstep: Class 2 contains 156666 members 
Entering Unmasked Estep 
Score: -39100088.000000 Penalty: 6257.150879
	Iteration 41Q: 3 clusters Score -3.910009e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142022 members 
Mstep: Class 2 contains 159086 members 
Entering Unmasked Estep 
Score: -39100256.000000 Penalty: 6257.150879
	Iteration 42Q: 3 clusters Score -3.910026e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138993 members 
Mstep: Class 2 contains 162115 members 
Entering Unmasked Estep 
Score: -39100980.000000 Penalty: 6257.150879
	Iteration 43Q: 3 clusters Score -3.910098e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135237 members 
Mstep: Class 2 contains 165871 members 
Entering Unmasked Estep 
Score: -39101568.000000 Penalty: 6257.150879
	Iteration 44Q: 3 clusters Score -3.910157e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130499 members 
Mstep: Class 2 contains 170609 members 
Entering Unmasked Estep 
Score: -39102424.000000 Penalty: 6257.150879
	Iteration 45Q: 3 clusters Score -3.910242e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124667 members 
Mstep: Class 2 contains 176441 members 
Entering Unmasked Estep 
Score: -39103504.000000 Penalty: 6257.150879
	Iteration 46Q: 3 clusters Score -3.91035e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117925 members 
Mstep: Class 2 contains 183183 members 
Entering Unmasked Estep 
Score: -39104944.000000 Penalty: 6257.150879
	Iteration 47Q: 3 clusters Score -3.910494e+07 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110127 members 
Mstep: Class 2 contains 190981 members 
Entering Unmasked Estep 
Score: -39106564.000000 Penalty: 6257.150879
	Iteration 48Q: 3 clusters Score -3.910656e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 199794 members 
Entering Unmasked Estep 
Score: -39108580.000000 Penalty: 6257.150879
	Iteration 49Q: 3 clusters Score -3.910858e+07 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91774 members 
Mstep: Class 2 contains 209334 members 
Entering Unmasked Estep 
Score: -39111036.000000 Penalty: 6257.150879
	Iteration 50Q: 3 clusters Score -3.911104e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 219067 members 
Entering Unmasked Estep 
Score: -39113796.000000 Penalty: 6257.150879
	Iteration 51Q: 3 clusters Score -3.91138e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Mstep: Class 2 contains 228222 members 
Entering Unmasked Estep 
Score: -39116116.000000 Penalty: 6257.150879
	Iteration 52Q: 3 clusters Score -3.911612e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64870 members 
Mstep: Class 2 contains 236238 members 
Entering Unmasked Estep 
Score: -39117200.000000 Penalty: 6257.150879
	Iteration 53Q: 3 clusters Score -3.91172e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 243095 members 
Entering Unmasked Estep 
Score: -39117996.000000 Penalty: 6257.150879
	Iteration 54Q: 3 clusters Score -3.9118e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 248783 members 
Entering Unmasked Estep 
Score: -39118568.000000 Penalty: 6257.150879
	Iteration 55Q: 3 clusters Score -3.911857e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 253515 members 
Entering Unmasked Estep 
Score: -39119068.000000 Penalty: 6257.150879
	Iteration 56Q: 3 clusters Score -3.911907e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 257513 members 
Entering Unmasked Estep 
Score: -39118976.000000 Penalty: 6257.150879
	Iteration 57Q: 3 clusters Score -3.911898e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 260867 members 
Entering Unmasked Estep 
Score: -39119140.000000 Penalty: 6257.150879
	Iteration 58Q: 3 clusters Score -3.911914e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 263796 members 
Entering Unmasked Estep 
Score: -39119416.000000 Penalty: 6257.150879
	Iteration 59Q: 3 clusters Score -3.911942e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 266437 members 
Entering Unmasked Estep 
Score: -39122672.000000 Penalty: 6257.150879
	Iteration 60F: 3 clusters Score -3.912267e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 271014 members 
Entering Unmasked Estep 
Score: -39124032.000000 Penalty: 6257.150879
	Iteration 61Q: 3 clusters Score -3.912403e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 274674 members 
Entering Unmasked Estep 
Score: -39124800.000000 Penalty: 6257.150879
	Iteration 62Q: 3 clusters Score -3.91248e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 277721 members 
Entering Unmasked Estep 
Score: -39125364.000000 Penalty: 6257.150879
	Iteration 63Q: 3 clusters Score -3.912536e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 280344 members 
Entering Unmasked Estep 
Score: -39125812.000000 Penalty: 6257.150879
	Iteration 64Q: 3 clusters Score -3.912581e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 282519 members 
Entering Unmasked Estep 
Score: -39126152.000000 Penalty: 6257.150879
	Iteration 65Q: 3 clusters Score -3.912615e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 284480 members 
Entering Unmasked Estep 
Score: -39126752.000000 Penalty: 6257.150879
	Iteration 66Q: 3 clusters Score -3.912675e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 286178 members 
Entering Unmasked Estep 
Score: -39127428.000000 Penalty: 6257.150879
	Iteration 67Q: 3 clusters Score -3.912743e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 287741 members 
Entering Unmasked Estep 
Score: -39127984.000000 Penalty: 6257.150879
	Iteration 68Q: 3 clusters Score -3.912798e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 289173 members 
Entering Unmasked Estep 
Score: -39128484.000000 Penalty: 6257.150879
	Iteration 69Q: 3 clusters Score -3.912848e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 290488 members 
Entering Unmasked Estep 
Score: -39128876.000000 Penalty: 6257.150879
	Iteration 70Q: 3 clusters Score -3.912888e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 291684 members 
Entering Unmasked Estep 
Score: -39129032.000000 Penalty: 6257.150879
	Iteration 71Q: 3 clusters Score -3.912903e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 292730 members 
Entering Unmasked Estep 
Score: -39129336.000000 Penalty: 6257.150879
	Iteration 72Q: 3 clusters Score -3.912934e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 293705 members 
Entering Unmasked Estep 
Score: -39129480.000000 Penalty: 6257.150879
	Iteration 73Q: 3 clusters Score -3.912948e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 294561 members 
Entering Unmasked Estep 
Score: -39129864.000000 Penalty: 6257.150879
	Iteration 74Q: 3 clusters Score -3.912986e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 295295 members 
Entering Unmasked Estep 
Score: -39130196.000000 Penalty: 6257.150879
	Iteration 75Q: 3 clusters Score -3.91302e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 295949 members 
Entering Unmasked Estep 
Score: -39130632.000000 Penalty: 6257.150879
	Iteration 76Q: 3 clusters Score -3.913063e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 296513 members 
Entering Unmasked Estep 
Score: -39131244.000000 Penalty: 6257.150879
	Iteration 77Q: 3 clusters Score -3.913124e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 297016 members 
Entering Unmasked Estep 
Score: -39131848.000000 Penalty: 6257.150879
	Iteration 78Q: 3 clusters Score -3.913185e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 297471 members 
Entering Unmasked Estep 
Score: -39132320.000000 Penalty: 6257.150879
	Iteration 79Q: 3 clusters Score -3.913232e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 297873 members 
Entering Unmasked Estep 
Score: -39132752.000000 Penalty: 6257.150879
	Iteration 80F: 3 clusters Score -3.913275e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 298210 members 
Entering Unmasked Estep 
Score: -39133008.000000 Penalty: 6257.150879
	Iteration 81Q: 3 clusters Score -3.913301e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 298512 members 
Entering Unmasked Estep 
Score: -39133240.000000 Penalty: 6257.150879
	Iteration 82Q: 3 clusters Score -3.913324e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 298759 members 
Entering Unmasked Estep 
Score: -39133516.000000 Penalty: 6257.150879
	Iteration 83Q: 3 clusters Score -3.913352e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 298997 members 
Entering Unmasked Estep 
Score: -39133676.000000 Penalty: 6257.150879
	Iteration 84Q: 3 clusters Score -3.913368e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 299180 members 
Entering Unmasked Estep 
Score: -39133860.000000 Penalty: 6257.150879
	Iteration 85Q: 3 clusters Score -3.913386e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 299348 members 
Entering Unmasked Estep 
Score: -39133948.000000 Penalty: 6257.150879
	Iteration 86Q: 3 clusters Score -3.913395e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 299475 members 
Entering Unmasked Estep 
Score: -39134040.000000 Penalty: 6257.150879
	Iteration 87Q: 3 clusters Score -3.913404e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 299585 members 
Entering Unmasked Estep 
Score: -39134100.000000 Penalty: 6257.150879
	Iteration 88Q: 3 clusters Score -3.91341e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 299692 members 
Entering Unmasked Estep 
Score: -39134204.000000 Penalty: 6257.150879
	Iteration 89Q: 3 clusters Score -3.91342e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 299768 members 
Entering Unmasked Estep 
Score: -39134280.000000 Penalty: 6257.150879
	Iteration 90Q: 3 clusters Score -3.913428e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 299822 members 
Entering Unmasked Estep 
Score: -39134292.000000 Penalty: 6257.150879
	Iteration 91Q: 3 clusters Score -3.913429e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 299879 members 
Entering Unmasked Estep 
Score: -39134328.000000 Penalty: 6257.150879
	Iteration 92Q: 3 clusters Score -3.913433e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 299932 members 
Entering Unmasked Estep 
Score: -39134368.000000 Penalty: 6257.150879
	Iteration 93Q: 3 clusters Score -3.913437e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 299995 members 
Entering Unmasked Estep 
Score: -39134404.000000 Penalty: 6257.150879
	Iteration 94Q: 3 clusters Score -3.91344e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 300044 members 
Entering Unmasked Estep 
Score: -39134420.000000 Penalty: 6257.150879
	Iteration 95Q: 3 clusters Score -3.913442e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 300073 members 
Entering Unmasked Estep 
Score: -39134440.000000 Penalty: 6257.150879
	Iteration 96Q: 3 clusters Score -3.913444e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 300104 members 
Entering Unmasked Estep 
Score: -39134460.000000 Penalty: 6257.150879
	Iteration 97Q: 3 clusters Score -3.913446e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 300123 members 
Entering Unmasked Estep 
Score: -39134440.000000 Penalty: 6257.150879
	Iteration 98Q: 3 clusters Score -3.913444e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 300144 members 
Entering Unmasked Estep 
Score: -39134480.000000 Penalty: 6257.150879
	Iteration 99Q: 3 clusters Score -3.913448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 300153 members 
Entering Unmasked Estep 
Score: -39134492.000000 Penalty: 6257.150879
	Iteration 100F: 3 clusters Score -3.913449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 300166 members 
Entering Unmasked Estep 
Score: -39134480.000000 Penalty: 6257.150879
	Iteration 101Q: 3 clusters Score -3.913448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 300172 members 
Entering Unmasked Estep 
Score: -39134492.000000 Penalty: 6257.150879
	Iteration 102Q: 3 clusters Score -3.913449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 300179 members 
Entering Unmasked Estep 
Score: -39134524.000000 Penalty: 6257.150879
	Iteration 103Q: 3 clusters Score -3.913452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 300184 members 
Entering Unmasked Estep 
Score: -39134496.000000 Penalty: 6257.150879
	Iteration 104Q: 3 clusters Score -3.91345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 300187 members 
Entering Unmasked Estep 
Score: -39134492.000000 Penalty: 6257.150879
	Iteration 105Q: 3 clusters Score -3.913449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 300190 members 
Entering Unmasked Estep 
Score: -39134488.000000 Penalty: 6257.150879
	Iteration 106Q: 3 clusters Score -3.913449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 300194 members 
Entering Unmasked Estep 
Score: -39134480.000000 Penalty: 6257.150879
	Iteration 107Q: 3 clusters Score -3.913448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 300198 members 
Entering Unmasked Estep 
Score: -39134488.000000 Penalty: 6257.150879
	Iteration 108Q: 3 clusters Score -3.913449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 300203 members 
Entering Unmasked Estep 
Score: -39134512.000000 Penalty: 6257.150879
	Iteration 109Q: 3 clusters Score -3.913451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 300211 members 
Entering Unmasked Estep 
Score: -39134548.000000 Penalty: 6257.150879
	Iteration 110Q: 3 clusters Score -3.913455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 300214 members 
Entering Unmasked Estep 
Score: -39134524.000000 Penalty: 6257.150879
	Iteration 111Q: 3 clusters Score -3.913452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 300217 members 
Entering Unmasked Estep 
Score: -39134528.000000 Penalty: 6257.150879
	Iteration 112Q: 3 clusters Score -3.913453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 300216 members 
Entering Unmasked Estep 
Score: -39134516.000000 Penalty: 6257.150879
	Iteration 113Q: 3 clusters Score -3.913452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 300216 members 
Entering Unmasked Estep 
Score: -39134516.000000 Penalty: 6257.150879
	Iteration 114F: 3 clusters Score -3.913452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (39359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Entering Unmasked Estep 
Score: -5042086.500000 Penalty: 2623.958984
	Iteration 0F: 2 clusters Score -5042086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -5015156.000000 Penalty: 5247.917969
	Iteration 0F: 3 clusters Score -5015156 nChanged 17980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -5025437.000000 Penalty: 5247.917969
	Iteration 1F: 3 clusters Score -5025437 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -5026309.500000 Penalty: 5247.917969
	Iteration 2F: 3 clusters Score -5026310 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -5027188.500000 Penalty: 5247.917969
	Iteration 3F: 3 clusters Score -5027188 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -5028159.500000 Penalty: 5247.917969
	Iteration 4F: 3 clusters Score -5028160 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -5029290.500000 Penalty: 5247.917969
	Iteration 5F: 3 clusters Score -5029290 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -5030542.500000 Penalty: 5247.917969
	Iteration 6F: 3 clusters Score -5030542 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -5031753.000000 Penalty: 5247.917969
	Iteration 7F: 3 clusters Score -5031753 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -5032766.000000 Penalty: 5247.917969
	Iteration 8Q: 3 clusters Score -5032766 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -5033620.000000 Penalty: 5247.917969
	Iteration 9Q: 3 clusters Score -5033620 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -5034323.000000 Penalty: 5247.917969
	Iteration 10Q: 3 clusters Score -5034323 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -5034844.000000 Penalty: 5247.917969
	Iteration 11Q: 3 clusters Score -5034844 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -5035274.000000 Penalty: 5247.917969
	Iteration 12Q: 3 clusters Score -5035274 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -5035620.500000 Penalty: 5247.917969
	Iteration 13Q: 3 clusters Score -5035620 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -5035956.000000 Penalty: 5247.917969
	Iteration 14Q: 3 clusters Score -5035956 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -5036293.000000 Penalty: 5247.917969
	Iteration 15Q: 3 clusters Score -5036293 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -5036650.000000 Penalty: 5247.917969
	Iteration 16Q: 3 clusters Score -5036650 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -5036931.500000 Penalty: 5247.917969
	Iteration 17Q: 3 clusters Score -5036932 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5037116 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5037263 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5037366 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -5037416.500000 Penalty: 5247.917969
	Iteration 21Q: 3 clusters Score -5037416 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5037456 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5037505 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5037526 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5037560 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5037562 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5037569 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5037572 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5037578 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5037585 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5037602 nChanged 99
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Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -5037621.500000 Penalty: 5247.917969
	Iteration 32Q: 3 clusters Score -5037622 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -5037617.000000 Penalty: 5247.917969
	Iteration 33Q: 3 clusters Score -5037617 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5037615 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5037622 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5037634 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5037646 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5037650 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -5037660.500000 Penalty: 5247.917969
	Iteration 39Q: 3 clusters Score -5037660 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -5037655.500000 Penalty: 5247.917969
	Iteration 40F: 3 clusters Score -5037656 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5037662 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5037670 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5037661 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5037670 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5037686 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5037680 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5037686 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5037690 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5037696 nChanged 76
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Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5037708 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5037717 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5037724 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5037725 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5037719 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5037707 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5037740 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5037741 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5037760 nChanged 106
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Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5037776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5037778 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5037803 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5037812 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5037846 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5037860 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5037891 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5037921 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27930 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5037976 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5038045 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5038092 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5038148 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5038241 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5038322 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29633 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5038402 nChanged 353
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Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5038500 nChanged 381
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Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5038591 nChanged 341
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Mstep: Class 1 contains 30688 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5038678 nChanged 353
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Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 8320 members 
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	Iteration 77Q: 3 clusters Score -5038762 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5038832 nChanged 299
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Mstep: Class 1 contains 31669 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5038888 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5038980 nChanged 314
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5039068 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32583 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5039166 nChanged 297
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Mstep: Class 1 contains 32874 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5039234 nChanged 295
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Mstep: Class 1 contains 33167 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5039326 nChanged 293
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Mstep: Class 1 contains 33460 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5039402 nChanged 267
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Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5039493 nChanged 249
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Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5039591 nChanged 266
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Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5039670 nChanged 276
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Mstep: Class 1 contains 34502 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5039767 nChanged 242
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Mstep: Class 1 contains 34736 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5039848 nChanged 195
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5039901 nChanged 175
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Mstep: Class 1 contains 35098 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5039982 nChanged 148
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	Iteration 94Q: 3 clusters Score -5040006 nChanged 119
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	Iteration 95Q: 3 clusters Score -5040054 nChanged 109
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	Iteration 96Q: 3 clusters Score -5040092 nChanged 100
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5040113 nChanged 88
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	Iteration 98Q: 3 clusters Score -5040132 nChanged 86
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5040142 nChanged 93
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5040180 nChanged 71
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Mstep: Class 1 contains 36043 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5040196 nChanged 64
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5040201 nChanged 69
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Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5040213 nChanged 56
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Mstep: Class 1 contains 36230 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5040240 nChanged 56
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5040257 nChanged 55
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	Iteration 106Q: 3 clusters Score -5040258 nChanged 56
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5040273 nChanged 50
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	Iteration 108Q: 3 clusters Score -5040295 nChanged 37
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5040305 nChanged 31
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5040303 nChanged 25
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Score: -5040306.000000 Penalty: 5247.917969
	Iteration 111Q: 3 clusters Score -5040306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -5040306.500000 Penalty: 5247.917969
	Iteration 112Q: 3 clusters Score -5040306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5040311.500000 Penalty: 5247.917969
	Iteration 113Q: 3 clusters Score -5040312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5040313.000000 Penalty: 5247.917969
	Iteration 114Q: 3 clusters Score -5040313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -5040314.000000 Penalty: 5247.917969
	Iteration 115Q: 3 clusters Score -5040314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5040316.500000 Penalty: 5247.917969
	Iteration 116Q: 3 clusters Score -5040316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -5040321.500000 Penalty: 5247.917969
	Iteration 117Q: 3 clusters Score -5040322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5040322.500000 Penalty: 5247.917969
	Iteration 118Q: 3 clusters Score -5040322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -5040323.500000 Penalty: 5247.917969
	Iteration 119Q: 3 clusters Score -5040324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5040326.500000 Penalty: 5247.917969
	Iteration 120F: 3 clusters Score -5040326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -5040325.000000 Penalty: 5247.917969
	Iteration 121Q: 3 clusters Score -5040325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5040326.000000 Penalty: 5247.917969
	Iteration 122Q: 3 clusters Score -5040326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -5040328.500000 Penalty: 5247.917969
	Iteration 123Q: 3 clusters Score -5040328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5040334.000000 Penalty: 5247.917969
	Iteration 124Q: 3 clusters Score -5040334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -5040331.500000 Penalty: 5247.917969
	Iteration 125Q: 3 clusters Score -5040332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5040329.500000 Penalty: 5247.917969
	Iteration 126Q: 3 clusters Score -5040330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -5040334.500000 Penalty: 5247.917969
	Iteration 127Q: 3 clusters Score -5040334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5040333.000000 Penalty: 5247.917969
	Iteration 128Q: 3 clusters Score -5040333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -5040331.500000 Penalty: 5247.917969
	Iteration 129Q: 3 clusters Score -5040332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -5040338.500000 Penalty: 5247.917969
	Iteration 130Q: 3 clusters Score -5040338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -5040337.000000 Penalty: 5247.917969
	Iteration 131Q: 3 clusters Score -5040337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -5040337.000000 Penalty: 5247.917969
	Iteration 132F: 3 clusters Score -5040337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Entering Unmasked Estep 
Score: -137324.843750 Penalty: 1756.263672
	Iteration 0F: 2 clusters Score -137324.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -135356.546875 Penalty: 3512.527344
	Iteration 0F: 3 clusters Score -135356.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -135769.671875 Penalty: 3512.527344
	Iteration 1F: 3 clusters Score -135769.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -135945.359375 Penalty: 3512.527344
	Iteration 2F: 3 clusters Score -135945.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -136009.281250 Penalty: 3512.527344
	Iteration 3Q: 3 clusters Score -136009.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136052.281250 Penalty: 3512.527344
	Iteration 4Q: 3 clusters Score -136052.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -136079.093750 Penalty: 3512.527344
	Iteration 5Q: 3 clusters Score -136079.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -136109.968750 Penalty: 3512.527344
	Iteration 6Q: 3 clusters Score -136110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -136135.343750 Penalty: 3512.527344
	Iteration 7Q: 3 clusters Score -136135.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -136158.281250 Penalty: 3512.527344
	Iteration 8Q: 3 clusters Score -136158.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -136182.968750 Penalty: 3512.527344
	Iteration 9Q: 3 clusters Score -136183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -136202.828125 Penalty: 3512.527344
	Iteration 10Q: 3 clusters Score -136202.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -136217.109375 Penalty: 3512.527344
	Iteration 11Q: 3 clusters Score -136217.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -136227.171875 Penalty: 3512.527344
	Iteration 12Q: 3 clusters Score -136227.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -136239.031250 Penalty: 3512.527344
	Iteration 13Q: 3 clusters Score -136239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -136244.812500 Penalty: 3512.527344
	Iteration 14Q: 3 clusters Score -136244.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -136250.140625 Penalty: 3512.527344
	Iteration 15Q: 3 clusters Score -136250.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -136255.609375 Penalty: 3512.527344
	Iteration 16Q: 3 clusters Score -136255.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136261.562500 Penalty: 3512.527344
	Iteration 17Q: 3 clusters Score -136261.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136269.343750 Penalty: 3512.527344
	Iteration 18Q: 3 clusters Score -136269.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136273.046875 Penalty: 3512.527344
	Iteration 19Q: 3 clusters Score -136273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136276.828125 Penalty: 3512.527344
	Iteration 20F: 3 clusters Score -136276.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -136278.093750 Penalty: 3512.527344
	Iteration 21Q: 3 clusters Score -136278.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -136280.250000 Penalty: 3512.527344
	Iteration 22Q: 3 clusters Score -136280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -136280.250000 Penalty: 3512.527344
	Iteration 23F: 3 clusters Score -136280.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Entering Unmasked Estep 
Score: -687823.250000 Penalty: 2135.268799
	Iteration 0F: 2 clusters Score -687823.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -682890.250000 Penalty: 4270.537598
	Iteration 0F: 3 clusters Score -682890.2 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -684075.250000 Penalty: 4270.537598
	Iteration 1F: 3 clusters Score -684075.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -684291.812500 Penalty: 4270.537598
	Iteration 2F: 3 clusters Score -684291.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -684436.937500 Penalty: 4270.537598
	Iteration 3F: 3 clusters Score -684436.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -684540.125000 Penalty: 4270.537598
	Iteration 4Q: 3 clusters Score -684540.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -684654.312500 Penalty: 4270.537598
	Iteration 5Q: 3 clusters Score -684654.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -684817.187500 Penalty: 4270.537598
	Iteration 6Q: 3 clusters Score -684817.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -685002.437500 Penalty: 4270.537598
	Iteration 7Q: 3 clusters Score -685002.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -685190.937500 Penalty: 4270.537598
	Iteration 8Q: 3 clusters Score -685190.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -685403.375000 Penalty: 4270.537598
	Iteration 9Q: 3 clusters Score -685403.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -685615.437500 Penalty: 4270.537598
	Iteration 10F: 3 clusters Score -685615.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -685795.500000 Penalty: 4270.537598
	Iteration 11Q: 3 clusters Score -685795.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -685960.937500 Penalty: 4270.537598
	Iteration 12Q: 3 clusters Score -685960.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -686100.312500 Penalty: 4270.537598
	Iteration 13Q: 3 clusters Score -686100.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -686214.000000 Penalty: 4270.537598
	Iteration 14Q: 3 clusters Score -686214 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -686314.750000 Penalty: 4270.537598
	Iteration 15Q: 3 clusters Score -686314.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -686394.812500 Penalty: 4270.537598
	Iteration 16Q: 3 clusters Score -686394.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -686461.125000 Penalty: 4270.537598
	Iteration 17Q: 3 clusters Score -686461.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -686502.750000 Penalty: 4270.537598
	Iteration 18Q: 3 clusters Score -686502.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -686530.375000 Penalty: 4270.537598
	Iteration 19Q: 3 clusters Score -686530.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -686550.187500 Penalty: 4270.537598
	Iteration 20F: 3 clusters Score -686550.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -686566.625000 Penalty: 4270.537598
	Iteration 21Q: 3 clusters Score -686566.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -686575.687500 Penalty: 4270.537598
	Iteration 22Q: 3 clusters Score -686575.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -686583.625000 Penalty: 4270.537598
	Iteration 23Q: 3 clusters Score -686583.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -686585.562500 Penalty: 4270.537598
	Iteration 24Q: 3 clusters Score -686585.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -686586.812500 Penalty: 4270.537598
	Iteration 25Q: 3 clusters Score -686586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -686589.812500 Penalty: 4270.537598
	Iteration 26Q: 3 clusters Score -686589.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -686594.562500 Penalty: 4270.537598
	Iteration 27Q: 3 clusters Score -686594.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -686596.812500 Penalty: 4270.537598
	Iteration 28Q: 3 clusters Score -686596.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -686598.937500 Penalty: 4270.537598
	Iteration 29Q: 3 clusters Score -686598.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -686600.312500 Penalty: 4270.537598
	Iteration 30Q: 3 clusters Score -686600.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -686601.312500 Penalty: 4270.537598
	Iteration 31Q: 3 clusters Score -686601.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -686603.875000 Penalty: 4270.537598
	Iteration 32Q: 3 clusters Score -686603.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -686606.750000 Penalty: 4270.537598
	Iteration 33Q: 3 clusters Score -686606.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -686610.500000 Penalty: 4270.537598
	Iteration 34Q: 3 clusters Score -686610.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -686609.812500 Penalty: 4270.537598
	Iteration 35Q: 3 clusters Score -686609.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -686609.812500 Penalty: 4270.537598
	Iteration 36F: 3 clusters Score -686609.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Entering Unmasked Estep 
Score: -1698215.500000 Penalty: 2359.049072
	Iteration 0F: 2 clusters Score -1698216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1688331.125000 Penalty: 4718.098145
	Iteration 0F: 3 clusters Score -1688331 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1691466.375000 Penalty: 4718.098145
	Iteration 1F: 3 clusters Score -1691466 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1691910.875000 Penalty: 4718.098145
	Iteration 2F: 3 clusters Score -1691911 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1692290.625000 Penalty: 4718.098145
	Iteration 3F: 3 clusters Score -1692291 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1692653.875000 Penalty: 4718.098145
	Iteration 4F: 3 clusters Score -1692654 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1692967.625000 Penalty: 4718.098145
	Iteration 5Q: 3 clusters Score -1692968 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1693239.750000 Penalty: 4718.098145
	Iteration 6Q: 3 clusters Score -1693240 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1693480.000000 Penalty: 4718.098145
	Iteration 7Q: 3 clusters Score -1693480 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1693687.125000 Penalty: 4718.098145
	Iteration 8Q: 3 clusters Score -1693687 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1693922.500000 Penalty: 4718.098145
	Iteration 9Q: 3 clusters Score -1693922 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1694161.625000 Penalty: 4718.098145
	Iteration 10Q: 3 clusters Score -1694162 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1694400.000000 Penalty: 4718.098145
	Iteration 11Q: 3 clusters Score -1694400 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1694613.375000 Penalty: 4718.098145
	Iteration 12Q: 3 clusters Score -1694613 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1694847.625000 Penalty: 4718.098145
	Iteration 13Q: 3 clusters Score -1694848 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1695083.125000 Penalty: 4718.098145
	Iteration 14Q: 3 clusters Score -1695083 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1695318.125000 Penalty: 4718.098145
	Iteration 15Q: 3 clusters Score -1695318 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1695503.125000 Penalty: 4718.098145
	Iteration 16Q: 3 clusters Score -1695503 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1695642.125000 Penalty: 4718.098145
	Iteration 17Q: 3 clusters Score -1695642 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1695756.000000 Penalty: 4718.098145
	Iteration 18Q: 3 clusters Score -1695756 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1695852.250000 Penalty: 4718.098145
	Iteration 19Q: 3 clusters Score -1695852 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1695934.250000 Penalty: 4718.098145
	Iteration 20F: 3 clusters Score -1695934 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1695997.000000 Penalty: 4718.098145
	Iteration 21Q: 3 clusters Score -1695997 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1696053.750000 Penalty: 4718.098145
	Iteration 22Q: 3 clusters Score -1696054 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1696108.500000 Penalty: 4718.098145
	Iteration 23Q: 3 clusters Score -1696108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1696148.750000 Penalty: 4718.098145
	Iteration 24Q: 3 clusters Score -1696149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1696178.250000 Penalty: 4718.098145
	Iteration 25Q: 3 clusters Score -1696178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1696192.375000 Penalty: 4718.098145
	Iteration 26Q: 3 clusters Score -1696192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1696195.875000 Penalty: 4718.098145
	Iteration 27Q: 3 clusters Score -1696196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1696199.375000 Penalty: 4718.098145
	Iteration 28Q: 3 clusters Score -1696199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1696199.750000 Penalty: 4718.098145
	Iteration 29Q: 3 clusters Score -1696200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1696201.750000 Penalty: 4718.098145
	Iteration 30Q: 3 clusters Score -1696202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1696201.750000 Penalty: 4718.098145
	Iteration 31Q: 3 clusters Score -1696202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1696202.500000 Penalty: 4718.098145
	Iteration 32Q: 3 clusters Score -1696202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1696204.500000 Penalty: 4718.098145
	Iteration 33Q: 3 clusters Score -1696204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1696204.500000 Penalty: 4718.098145
	Iteration 34F: 3 clusters Score -1696204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Entering Unmasked Estep 
Score: -501106.000000 Penalty: 2079.544678
	Iteration 0F: 2 clusters Score -501106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -497041.468750 Penalty: 4159.089355
	Iteration 0F: 3 clusters Score -497041.5 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -497929.187500 Penalty: 4159.089355
	Iteration 1F: 3 clusters Score -497929.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -498125.781250 Penalty: 4159.089355
	Iteration 2F: 3 clusters Score -498125.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -498254.187500 Penalty: 4159.089355
	Iteration 3F: 3 clusters Score -498254.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -498356.406250 Penalty: 4159.089355
	Iteration 4Q: 3 clusters Score -498356.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -498430.937500 Penalty: 4159.089355
	Iteration 5Q: 3 clusters Score -498430.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -498497.000000 Penalty: 4159.089355
	Iteration 6Q: 3 clusters Score -498497 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -498557.812500 Penalty: 4159.089355
	Iteration 7Q: 3 clusters Score -498557.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -498645.343750 Penalty: 4159.089355
	Iteration 8Q: 3 clusters Score -498645.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -498738.218750 Penalty: 4159.089355
	Iteration 9Q: 3 clusters Score -498738.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -498835.187500 Penalty: 4159.089355
	Iteration 10Q: 3 clusters Score -498835.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -498954.406250 Penalty: 4159.089355
	Iteration 11Q: 3 clusters Score -498954.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -499054.531250 Penalty: 4159.089355
	Iteration 12Q: 3 clusters Score -499054.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -499143.687500 Penalty: 4159.089355
	Iteration 13Q: 3 clusters Score -499143.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -499229.625000 Penalty: 4159.089355
	Iteration 14Q: 3 clusters Score -499229.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -499326.968750 Penalty: 4159.089355
	Iteration 15Q: 3 clusters Score -499327 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -499415.656250 Penalty: 4159.089355
	Iteration 16Q: 3 clusters Score -499415.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -499499.718750 Penalty: 4159.089355
	Iteration 17Q: 3 clusters Score -499499.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -499588.562500 Penalty: 4159.089355
	Iteration 18Q: 3 clusters Score -499588.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -499660.031250 Penalty: 4159.089355
	Iteration 19Q: 3 clusters Score -499660 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -499722.031250 Penalty: 4159.089355
	Iteration 20F: 3 clusters Score -499722 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -499779.218750 Penalty: 4159.089355
	Iteration 21Q: 3 clusters Score -499779.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -499830.343750 Penalty: 4159.089355
	Iteration 22Q: 3 clusters Score -499830.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -499879.656250 Penalty: 4159.089355
	Iteration 23Q: 3 clusters Score -499879.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -499929.593750 Penalty: 4159.089355
	Iteration 24Q: 3 clusters Score -499929.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -499968.875000 Penalty: 4159.089355
	Iteration 25Q: 3 clusters Score -499968.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -500005.500000 Penalty: 4159.089355
	Iteration 26Q: 3 clusters Score -500005.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -500050.531250 Penalty: 4159.089355
	Iteration 27Q: 3 clusters Score -500050.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -500079.093750 Penalty: 4159.089355
	Iteration 28Q: 3 clusters Score -500079.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -500103.531250 Penalty: 4159.089355
	Iteration 29Q: 3 clusters Score -500103.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -500124.375000 Penalty: 4159.089355
	Iteration 30Q: 3 clusters Score -500124.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -500137.187500 Penalty: 4159.089355
	Iteration 31Q: 3 clusters Score -500137.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -500149.875000 Penalty: 4159.089355
	Iteration 32Q: 3 clusters Score -500149.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -500157.187500 Penalty: 4159.089355
	Iteration 33Q: 3 clusters Score -500157.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -500162.312500 Penalty: 4159.089355
	Iteration 34Q: 3 clusters Score -500162.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -500164.687500 Penalty: 4159.089355
	Iteration 35Q: 3 clusters Score -500164.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -500168.281250 Penalty: 4159.089355
	Iteration 36Q: 3 clusters Score -500168.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -500170.031250 Penalty: 4159.089355
	Iteration 37Q: 3 clusters Score -500170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -500169.968750 Penalty: 4159.089355
	Iteration 38Q: 3 clusters Score -500170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -500170.062500 Penalty: 4159.089355
	Iteration 39Q: 3 clusters Score -500170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -500170.187500 Penalty: 4159.089355
	Iteration 40F: 3 clusters Score -500170.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -500170.500000 Penalty: 4159.089355
	Iteration 41Q: 3 clusters Score -500170.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -500170.500000 Penalty: 4159.089355
	Iteration 42F: 3 clusters Score -500170.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Entering Unmasked Estep 
Score: -7532943.000000 Penalty: 2723.927734
	Iteration 0F: 2 clusters Score -7532943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -7493179.500000 Penalty: 5447.855469
	Iteration 0F: 3 clusters Score -7493180 nChanged 27529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -7508391.500000 Penalty: 5447.855469
	Iteration 1F: 3 clusters Score -7508392 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -7508848.500000 Penalty: 5447.855469
	Iteration 2Q: 3 clusters Score -7508848 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -7509440.500000 Penalty: 5447.855469
	Iteration 3Q: 3 clusters Score -7509440 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -7509962.000000 Penalty: 5447.855469
	Iteration 4Q: 3 clusters Score -7509962 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -7510506.500000 Penalty: 5447.855469
	Iteration 5Q: 3 clusters Score -7510506 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -7511283.000000 Penalty: 5447.855469
	Iteration 6Q: 3 clusters Score -7511283 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -7512230.000000 Penalty: 5447.855469
	Iteration 7Q: 3 clusters Score -7512230 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -7513517.500000 Penalty: 5447.855469
	Iteration 8Q: 3 clusters Score -7513518 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -7515117.000000 Penalty: 5447.855469
	Iteration 9F: 3 clusters Score -7515117 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -7516744.500000 Penalty: 5447.855469
	Iteration 10F: 3 clusters Score -7516744 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -7518174.000000 Penalty: 5447.855469
	Iteration 11F: 3 clusters Score -7518174 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -7519232.000000 Penalty: 5447.855469
	Iteration 12Q: 3 clusters Score -7519232 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -7519949.000000 Penalty: 5447.855469
	Iteration 13Q: 3 clusters Score -7519949 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -7520345.500000 Penalty: 5447.855469
	Iteration 14Q: 3 clusters Score -7520346 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -7520652.500000 Penalty: 5447.855469
	Iteration 15Q: 3 clusters Score -7520652 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -7520858.500000 Penalty: 5447.855469
	Iteration 16Q: 3 clusters Score -7520858 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -7521001.500000 Penalty: 5447.855469
	Iteration 17Q: 3 clusters Score -7521002 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -7521136.500000 Penalty: 5447.855469
	Iteration 18Q: 3 clusters Score -7521136 nChanged 700
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7521290 nChanged 763
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7521503 nChanged 806
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Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7521738 nChanged 895
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7522119 nChanged 1016
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7522705 nChanged 1135
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Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7524060 nChanged 1131
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Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7526932 nChanged 828
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Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7528213 nChanged 681
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Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7528594 nChanged 580
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Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7528809 nChanged 517
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Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7528974 nChanged 465
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Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7529156 nChanged 435
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Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7529274 nChanged 354
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Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7529382 nChanged 308
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Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7529492 nChanged 288
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Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7529566 nChanged 253
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Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7529610 nChanged 239
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Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7529657 nChanged 220
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Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7529733 nChanged 216
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Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7529807 nChanged 202
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Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7529831 nChanged 176
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Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7529886 nChanged 155
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Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7529918 nChanged 133
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Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7529938 nChanged 123
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Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7529976 nChanged 120
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Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7530016 nChanged 115
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Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7530047 nChanged 113
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Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7530068 nChanged 102
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Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7530094 nChanged 80
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Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7530123 nChanged 80
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Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7530132 nChanged 67
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Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7530157 nChanged 55
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Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7530151 nChanged 50
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Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7530156 nChanged 42
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Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7530152 nChanged 31
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Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7530164 nChanged 27
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Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7530164 nChanged 34
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Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7530162 nChanged 33
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Mstep: Class 1 contains 55359 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7530192 nChanged 36
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Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7530190 nChanged 40
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Mstep: Class 1 contains 55435 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7530187 nChanged 33
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Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7530174 nChanged 30
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Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7530178 nChanged 30
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Mstep: Class 1 contains 55528 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7530192 nChanged 20
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Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7530208 nChanged 19
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Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7530206 nChanged 16
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Mstep: Class 1 contains 55583 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7530201 nChanged 17
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Mstep: Class 1 contains 55600 members 
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	Iteration 66Q: 3 clusters Score -7530202 nChanged 22
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Mstep: Class 1 contains 55622 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7530202 nChanged 27
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Mstep: Class 1 contains 55647 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7530224 nChanged 31
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Mstep: Class 1 contains 55678 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7530232 nChanged 25
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Mstep: Class 1 contains 55703 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7530224 nChanged 20
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Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7530221 nChanged 17
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Mstep: Class 1 contains 55738 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7530235 nChanged 14
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Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7530234 nChanged 9
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Mstep: Class 1 contains 55759 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7530239 nChanged 11
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Mstep: Class 1 contains 55770 members 
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	Iteration 75Q: 3 clusters Score -7530236 nChanged 14
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Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7530246 nChanged 19
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Mstep: Class 1 contains 55803 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7530241 nChanged 13
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Mstep: Class 1 contains 55816 members 
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	Iteration 78Q: 3 clusters Score -7530234 nChanged 18
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Mstep: Class 1 contains 55832 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7530232 nChanged 15
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7530237 nChanged 20
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	Iteration 81Q: 3 clusters Score -7530241 nChanged 20
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Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7530247 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55912 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7530242 nChanged 28
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	Iteration 84Q: 3 clusters Score -7530254 nChanged 35
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Mstep: Class 1 contains 55975 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7530278 nChanged 28
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7530271 nChanged 27
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Mstep: Class 1 contains 56028 members 
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	Iteration 87Q: 3 clusters Score -7530280 nChanged 27
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Mstep: Class 1 contains 56053 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7530300 nChanged 27
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	Iteration 89Q: 3 clusters Score -7530295 nChanged 19
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Mstep: Class 1 contains 56097 members 
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	Iteration 90Q: 3 clusters Score -7530296 nChanged 20
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Mstep: Class 1 contains 56117 members 
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	Iteration 91Q: 3 clusters Score -7530306 nChanged 14
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Mstep: Class 1 contains 56131 members 
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	Iteration 92Q: 3 clusters Score -7530312 nChanged 21
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	Iteration 93Q: 3 clusters Score -7530308 nChanged 14
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Mstep: Class 1 contains 56166 members 
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	Iteration 94Q: 3 clusters Score -7530312 nChanged 13
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	Iteration 95Q: 3 clusters Score -7530312 nChanged 21
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	Iteration 96Q: 3 clusters Score -7530304 nChanged 12
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	Iteration 97Q: 3 clusters Score -7530304 nChanged 15
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7530313 nChanged 7
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	Iteration 99Q: 3 clusters Score -7530314 nChanged 8
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	Iteration 100F: 3 clusters Score -7530305 nChanged 9
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	Iteration 101Q: 3 clusters Score -7530308 nChanged 8
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	Iteration 102Q: 3 clusters Score -7530320 nChanged 11
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Mstep: Class 1 contains 56268 members 
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	Iteration 103Q: 3 clusters Score -7530320 nChanged 15
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	Iteration 104Q: 3 clusters Score -7530315 nChanged 13
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	Iteration 105Q: 3 clusters Score -7530317 nChanged 17
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7530319 nChanged 17
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	Iteration 107Q: 3 clusters Score -7530320 nChanged 11
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7530328 nChanged 10
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	Iteration 109Q: 3 clusters Score -7530336 nChanged 9
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7530334 nChanged 14
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Entering Unmasked Estep 
Score: -7530338.000000 Penalty: 5447.855469
	Iteration 111Q: 3 clusters Score -7530338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -7530341.000000 Penalty: 5447.855469
	Iteration 112Q: 3 clusters Score -7530341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -7530346.000000 Penalty: 5447.855469
	Iteration 113Q: 3 clusters Score -7530346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -7530346.000000 Penalty: 5447.855469
	Iteration 114Q: 3 clusters Score -7530346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -7530344.500000 Penalty: 5447.855469
	Iteration 115Q: 3 clusters Score -7530344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -7530338.000000 Penalty: 5447.855469
	Iteration 116Q: 3 clusters Score -7530338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -7530347.500000 Penalty: 5447.855469
	Iteration 117Q: 3 clusters Score -7530348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7530348.500000 Penalty: 5447.855469
	Iteration 118Q: 3 clusters Score -7530348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56478 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -7530357.500000 Penalty: 5447.855469
	Iteration 119Q: 3 clusters Score -7530358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56491 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -7530364.000000 Penalty: 5447.855469
	Iteration 120F: 3 clusters Score -7530364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56503 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -7530367.000000 Penalty: 5447.855469
	Iteration 121Q: 3 clusters Score -7530367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -7530364.000000 Penalty: 5447.855469
	Iteration 122Q: 3 clusters Score -7530364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -7530364.500000 Penalty: 5447.855469
	Iteration 123Q: 3 clusters Score -7530364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -7530368.500000 Penalty: 5447.855469
	Iteration 124Q: 3 clusters Score -7530368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7530376.000000 Penalty: 5447.855469
	Iteration 125Q: 3 clusters Score -7530376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7530367.000000 Penalty: 5447.855469
	Iteration 126Q: 3 clusters Score -7530367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56597 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -7530384.500000 Penalty: 5447.855469
	Iteration 127Q: 3 clusters Score -7530384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7530383.000000 Penalty: 5447.855469
	Iteration 128Q: 3 clusters Score -7530383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7530372.500000 Penalty: 5447.855469
	Iteration 129Q: 3 clusters Score -7530372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -7530380.500000 Penalty: 5447.855469
	Iteration 130Q: 3 clusters Score -7530380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -7530400.000000 Penalty: 5447.855469
	Iteration 131Q: 3 clusters Score -7530400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7530390.000000 Penalty: 5447.855469
	Iteration 132Q: 3 clusters Score -7530390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -7530408.000000 Penalty: 5447.855469
	Iteration 133Q: 3 clusters Score -7530408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7530403.500000 Penalty: 5447.855469
	Iteration 134Q: 3 clusters Score -7530404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -7530406.500000 Penalty: 5447.855469
	Iteration 135Q: 3 clusters Score -7530406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -7530411.500000 Penalty: 5447.855469
	Iteration 136Q: 3 clusters Score -7530412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7530411.000000 Penalty: 5447.855469
	Iteration 137Q: 3 clusters Score -7530411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -7530409.500000 Penalty: 5447.855469
	Iteration 138Q: 3 clusters Score -7530410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56698 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7530409.500000 Penalty: 5447.855469
	Iteration 139Q: 3 clusters Score -7530410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56701 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -7530409.000000 Penalty: 5447.855469
	Iteration 140F: 3 clusters Score -7530409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56702 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -7530405.000000 Penalty: 5447.855469
	Iteration 141Q: 3 clusters Score -7530405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7530398.000000 Penalty: 5447.855469
	Iteration 142Q: 3 clusters Score -7530398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -7530408.500000 Penalty: 5447.855469
	Iteration 143Q: 3 clusters Score -7530408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -7530401.000000 Penalty: 5447.855469
	Iteration 144Q: 3 clusters Score -7530401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56718 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -7530402.500000 Penalty: 5447.855469
	Iteration 145Q: 3 clusters Score -7530402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -7530408.500000 Penalty: 5447.855469
	Iteration 146Q: 3 clusters Score -7530408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56725 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7530407.500000 Penalty: 5447.855469
	Iteration 147Q: 3 clusters Score -7530408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56727 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -7530411.500000 Penalty: 5447.855469
	Iteration 148Q: 3 clusters Score -7530412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -7530411.500000 Penalty: 5447.855469
	Iteration 149Q: 3 clusters Score -7530412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -7530411.500000 Penalty: 5447.855469
	Iteration 150F: 3 clusters Score -7530412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Entering Unmasked Estep 
Score: -272845.000000 Penalty: 1957.883423
	Iteration 0F: 2 clusters Score -272845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -270003.156250 Penalty: 3915.766846
	Iteration 0F: 3 clusters Score -270003.2 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -272671.562500 Penalty: 3915.766846
	Iteration 1F: 3 clusters Score -272671.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -274654.343750 Penalty: 3915.766846
	Iteration 2F: 3 clusters Score -274654.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -275356.437500 Penalty: 3915.766846
	Iteration 3F: 3 clusters Score -275356.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -275596.000000 Penalty: 3915.766846
	Iteration 4Q: 3 clusters Score -275596 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -275833.875000 Penalty: 3915.766846
	Iteration 5Q: 3 clusters Score -275833.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -276098.500000 Penalty: 3915.766846
	Iteration 6Q: 3 clusters Score -276098.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -276331.437500 Penalty: 3915.766846
	Iteration 7Q: 3 clusters Score -276331.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -276430.656250 Penalty: 3915.766846
	Iteration 8Q: 3 clusters Score -276430.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -276604.468750 Penalty: 3915.766846
	Iteration 9Q: 3 clusters Score -276604.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -276908.781250 Penalty: 3915.766846
	Iteration 10Q: 3 clusters Score -276908.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -277245.218750 Penalty: 3915.766846
	Iteration 11Q: 3 clusters Score -277245.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -277580.125000 Penalty: 3915.766846
	Iteration 12Q: 3 clusters Score -277580.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -277985.468750 Penalty: 3915.766846
	Iteration 13Q: 3 clusters Score -277985.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -278297.562500 Penalty: 3915.766846
	Iteration 14Q: 3 clusters Score -278297.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -278574.125000 Penalty: 3915.766846
	Iteration 15Q: 3 clusters Score -278574.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -279115.687500 Penalty: 3915.766846
	Iteration 16Q: 3 clusters Score -279115.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -280084.718750 Penalty: 3915.766846
	Iteration 17Q: 3 clusters Score -280084.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -280250.000000 Penalty: 3915.766846
	Iteration 18Q: 3 clusters Score -280250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -280299.656250 Penalty: 3915.766846
	Iteration 19Q: 3 clusters Score -280299.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -280435.843750 Penalty: 3915.766846
	Iteration 20F: 3 clusters Score -280435.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -280785.468750 Penalty: 3915.766846
	Iteration 21Q: 3 clusters Score -280785.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -281326.187500 Penalty: 3915.766846
	Iteration 22Q: 3 clusters Score -281326.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -281847.500000 Penalty: 3915.766846
	Iteration 23Q: 3 clusters Score -281847.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -282525.562500 Penalty: 3915.766846
	Iteration 24Q: 3 clusters Score -282525.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -283231.531250 Penalty: 3915.766846
	Iteration 25Q: 3 clusters Score -283231.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -283443.125000 Penalty: 3915.766846
	Iteration 26Q: 3 clusters Score -283443.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -283495.468750 Penalty: 3915.766846
	Iteration 27Q: 3 clusters Score -283495.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -283514.656250 Penalty: 3915.766846
	Iteration 28F: 3 clusters Score -283514.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -283756.312500 Penalty: 3915.766846
	Iteration 29Q: 3 clusters Score -283756.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -284608.593750 Penalty: 3915.766846
	Iteration 30Q: 3 clusters Score -284608.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -284608.593750 Penalty: 3915.766846
	Iteration 31F: 3 clusters Score -284608.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 4682 members 
Mstep: Class 3 contains 906 members 
Mstep: Class 4 contains 40784 members 
Mstep: Class 5 contains 26402 members 
Mstep: Class 6 contains 12502 members 
Mstep: Class 7 contains 301108 members 
Mstep: Class 8 contains 39359 members 
Mstep: Class 9 contains 1190 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 5486 members 
Mstep: Class 12 contains 4531 members 
Mstep: Class 13 contains 1574 members 
Mstep: Class 15 contains 13525 members 
Mstep: Class 16 contains 4382 members 
Mstep: Class 17 contains 58899 members 
Mstep: Class 18 contains 1109 members 
Mstep: Class 19 contains 15154 members 
Mstep: Class 20 contains 145846 members 
Entering Unmasked Estep 
Score: -90830088.000000 Penalty: 63528.992188
Splitting cluster 18 changes total score from -90818992.000000 to -90830088.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 19 (15154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Entering Unmasked Estep 
Score: -1977937.875000 Penalty: 2387.252930
	Iteration 0F: 2 clusters Score -1977938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1966895.125000 Penalty: 4774.505859
	Iteration 0F: 3 clusters Score -1966895 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1970416.875000 Penalty: 4774.505859
	Iteration 1F: 3 clusters Score -1970417 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1970717.875000 Penalty: 4774.505859
	Iteration 2F: 3 clusters Score -1970718 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1970931.000000 Penalty: 4774.505859
	Iteration 3Q: 3 clusters Score -1970931 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1971128.000000 Penalty: 4774.505859
	Iteration 4Q: 3 clusters Score -1971128 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1971332.625000 Penalty: 4774.505859
	Iteration 5Q: 3 clusters Score -1971333 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1971589.375000 Penalty: 4774.505859
	Iteration 6Q: 3 clusters Score -1971589 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1971933.500000 Penalty: 4774.505859
	Iteration 7Q: 3 clusters Score -1971934 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1972377.500000 Penalty: 4774.505859
	Iteration 8Q: 3 clusters Score -1972378 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1972940.750000 Penalty: 4774.505859
	Iteration 9F: 3 clusters Score -1972941 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1973553.625000 Penalty: 4774.505859
	Iteration 10F: 3 clusters Score -1973554 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1974151.250000 Penalty: 4774.505859
	Iteration 11Q: 3 clusters Score -1974151 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1974684.375000 Penalty: 4774.505859
	Iteration 12Q: 3 clusters Score -1974684 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1975059.375000 Penalty: 4774.505859
	Iteration 13Q: 3 clusters Score -1975059 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1975375.375000 Penalty: 4774.505859
	Iteration 14Q: 3 clusters Score -1975375 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1975624.000000 Penalty: 4774.505859
	Iteration 15Q: 3 clusters Score -1975624 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1975786.000000 Penalty: 4774.505859
	Iteration 16Q: 3 clusters Score -1975786 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1975872.750000 Penalty: 4774.505859
	Iteration 17Q: 3 clusters Score -1975873 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1975919.625000 Penalty: 4774.505859
	Iteration 18Q: 3 clusters Score -1975920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1975940.875000 Penalty: 4774.505859
	Iteration 19Q: 3 clusters Score -1975941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1975954.875000 Penalty: 4774.505859
	Iteration 20F: 3 clusters Score -1975955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1975969.500000 Penalty: 4774.505859
	Iteration 21Q: 3 clusters Score -1975970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1975982.250000 Penalty: 4774.505859
	Iteration 22Q: 3 clusters Score -1975982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1975989.625000 Penalty: 4774.505859
	Iteration 23Q: 3 clusters Score -1975990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1975998.125000 Penalty: 4774.505859
	Iteration 24Q: 3 clusters Score -1975998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1976001.250000 Penalty: 4774.505859
	Iteration 25Q: 3 clusters Score -1976001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1975999.250000 Penalty: 4774.505859
	Iteration 26Q: 3 clusters Score -1975999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1975998.500000 Penalty: 4774.505859
	Iteration 27Q: 3 clusters Score -1975998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1976000.750000 Penalty: 4774.505859
	Iteration 28Q: 3 clusters Score -1976001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1975997.875000 Penalty: 4774.505859
	Iteration 29Q: 3 clusters Score -1975998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1975999.375000 Penalty: 4774.505859
	Iteration 30Q: 3 clusters Score -1975999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1976001.250000 Penalty: 4774.505859
	Iteration 31Q: 3 clusters Score -1976001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1976002.375000 Penalty: 4774.505859
	Iteration 32Q: 3 clusters Score -1976002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1976002.375000 Penalty: 4774.505859
	Iteration 33F: 3 clusters Score -1976002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (145846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145846 members 
Entering Unmasked Estep 
Score: -18957012.000000 Penalty: 2948.795898
	Iteration 0F: 2 clusters Score -1.895701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73199 members 
Mstep: Class 2 contains 72647 members 
Entering Unmasked Estep 
Score: -18859466.000000 Penalty: 5897.591797
	Iteration 0F: 3 clusters Score -1.885947e+07 nChanged 69554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77045 members 
Mstep: Class 2 contains 68801 members 
Entering Unmasked Estep 
Score: -18901310.000000 Penalty: 5897.591797
	Iteration 1F: 3 clusters Score -1.890131e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79903 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -18904344.000000 Penalty: 5897.591797
	Iteration 2Q: 3 clusters Score -1.890434e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84123 members 
Mstep: Class 2 contains 61723 members 
Entering Unmasked Estep 
Score: -18909356.000000 Penalty: 5897.591797
	Iteration 3F: 3 clusters Score -1.890936e+07 nChanged 10377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90000 members 
Mstep: Class 2 contains 55846 members 
Entering Unmasked Estep 
Score: -18917026.000000 Penalty: 5897.591797
	Iteration 4F: 3 clusters Score -1.891703e+07 nChanged 11124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96668 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -18925956.000000 Penalty: 5897.591797
	Iteration 5F: 3 clusters Score -1.892596e+07 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102691 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -18934640.000000 Penalty: 5897.591797
	Iteration 6F: 3 clusters Score -1.893464e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107285 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -18941176.000000 Penalty: 5897.591797
	Iteration 7F: 3 clusters Score -1.894118e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110535 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -18944346.000000 Penalty: 5897.591797
	Iteration 8Q: 3 clusters Score -1.894435e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113090 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -18945988.000000 Penalty: 5897.591797
	Iteration 9Q: 3 clusters Score -1.894599e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115401 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -18946948.000000 Penalty: 5897.591797
	Iteration 10Q: 3 clusters Score -1.894695e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117478 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -18947706.000000 Penalty: 5897.591797
	Iteration 11Q: 3 clusters Score -1.894771e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119416 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -18948418.000000 Penalty: 5897.591797
	Iteration 12Q: 3 clusters Score -1.894842e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121213 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -18949126.000000 Penalty: 5897.591797
	Iteration 13Q: 3 clusters Score -1.894913e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122847 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -18949640.000000 Penalty: 5897.591797
	Iteration 14Q: 3 clusters Score -1.894964e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124361 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -18950126.000000 Penalty: 5897.591797
	Iteration 15Q: 3 clusters Score -1.895013e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125772 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -18950578.000000 Penalty: 5897.591797
	Iteration 16Q: 3 clusters Score -1.895058e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127068 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -18950870.000000 Penalty: 5897.591797
	Iteration 17Q: 3 clusters Score -1.895087e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128227 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -18951146.000000 Penalty: 5897.591797
	Iteration 18Q: 3 clusters Score -1.895115e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129288 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -18951418.000000 Penalty: 5897.591797
	Iteration 19Q: 3 clusters Score -1.895142e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130318 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -18951692.000000 Penalty: 5897.591797
	Iteration 20F: 3 clusters Score -1.895169e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131265 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -18951896.000000 Penalty: 5897.591797
	Iteration 21Q: 3 clusters Score -1.89519e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132105 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -18952046.000000 Penalty: 5897.591797
	Iteration 22Q: 3 clusters Score -1.895205e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132864 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -18952070.000000 Penalty: 5897.591797
	Iteration 23Q: 3 clusters Score -1.895207e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133523 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -18952202.000000 Penalty: 5897.591797
	Iteration 24Q: 3 clusters Score -1.89522e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134184 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -18952386.000000 Penalty: 5897.591797
	Iteration 25Q: 3 clusters Score -1.895239e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134768 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -18952522.000000 Penalty: 5897.591797
	Iteration 26Q: 3 clusters Score -1.895252e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135309 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -18952650.000000 Penalty: 5897.591797
	Iteration 27Q: 3 clusters Score -1.895265e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135830 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -18952738.000000 Penalty: 5897.591797
	Iteration 28Q: 3 clusters Score -1.895274e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136303 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -18952830.000000 Penalty: 5897.591797
	Iteration 29Q: 3 clusters Score -1.895283e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136735 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -18952944.000000 Penalty: 5897.591797
	Iteration 30Q: 3 clusters Score -1.895294e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137166 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -18953052.000000 Penalty: 5897.591797
	Iteration 31Q: 3 clusters Score -1.895305e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137577 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -18953128.000000 Penalty: 5897.591797
	Iteration 32Q: 3 clusters Score -1.895313e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137974 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -18953206.000000 Penalty: 5897.591797
	Iteration 33Q: 3 clusters Score -1.895321e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138354 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -18953334.000000 Penalty: 5897.591797
	Iteration 34Q: 3 clusters Score -1.895333e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138730 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -18953400.000000 Penalty: 5897.591797
	Iteration 35Q: 3 clusters Score -1.89534e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139079 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -18953536.000000 Penalty: 5897.591797
	Iteration 36Q: 3 clusters Score -1.895354e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139430 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -18953670.000000 Penalty: 5897.591797
	Iteration 37Q: 3 clusters Score -1.895367e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139784 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -18953774.000000 Penalty: 5897.591797
	Iteration 38Q: 3 clusters Score -1.895377e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140138 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -18953864.000000 Penalty: 5897.591797
	Iteration 39Q: 3 clusters Score -1.895386e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140460 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -18953956.000000 Penalty: 5897.591797
	Iteration 40F: 3 clusters Score -1.895396e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140752 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -18954052.000000 Penalty: 5897.591797
	Iteration 41Q: 3 clusters Score -1.895405e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141031 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -18954108.000000 Penalty: 5897.591797
	Iteration 42Q: 3 clusters Score -1.895411e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141259 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -18954134.000000 Penalty: 5897.591797
	Iteration 43Q: 3 clusters Score -1.895413e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141512 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -18954228.000000 Penalty: 5897.591797
	Iteration 44Q: 3 clusters Score -1.895423e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141755 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -18954290.000000 Penalty: 5897.591797
	Iteration 45Q: 3 clusters Score -1.895429e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141984 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -18954372.000000 Penalty: 5897.591797
	Iteration 46Q: 3 clusters Score -1.895437e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142198 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -18954410.000000 Penalty: 5897.591797
	Iteration 47Q: 3 clusters Score -1.895441e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142372 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -18954474.000000 Penalty: 5897.591797
	Iteration 48Q: 3 clusters Score -1.895447e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142558 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -18954512.000000 Penalty: 5897.591797
	Iteration 49Q: 3 clusters Score -1.895451e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142711 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -18954552.000000 Penalty: 5897.591797
	Iteration 50Q: 3 clusters Score -1.895455e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142839 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -18954576.000000 Penalty: 5897.591797
	Iteration 51Q: 3 clusters Score -1.895458e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142957 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -18954606.000000 Penalty: 5897.591797
	Iteration 52Q: 3 clusters Score -1.895461e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143063 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -18954634.000000 Penalty: 5897.591797
	Iteration 53Q: 3 clusters Score -1.895463e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143155 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -18954692.000000 Penalty: 5897.591797
	Iteration 54Q: 3 clusters Score -1.895469e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143241 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -18954748.000000 Penalty: 5897.591797
	Iteration 55Q: 3 clusters Score -1.895475e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143312 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -18954780.000000 Penalty: 5897.591797
	Iteration 56Q: 3 clusters Score -1.895478e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143377 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -18954774.000000 Penalty: 5897.591797
	Iteration 57Q: 3 clusters Score -1.895477e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143425 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -18954794.000000 Penalty: 5897.591797
	Iteration 58Q: 3 clusters Score -1.895479e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143471 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -18954782.000000 Penalty: 5897.591797
	Iteration 59Q: 3 clusters Score -1.895478e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143511 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -18954798.000000 Penalty: 5897.591797
	Iteration 60F: 3 clusters Score -1.89548e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143556 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -18954820.000000 Penalty: 5897.591797
	Iteration 61Q: 3 clusters Score -1.895482e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143602 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -18954840.000000 Penalty: 5897.591797
	Iteration 62Q: 3 clusters Score -1.895484e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143644 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -18954842.000000 Penalty: 5897.591797
	Iteration 63Q: 3 clusters Score -1.895484e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143674 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -18954876.000000 Penalty: 5897.591797
	Iteration 64Q: 3 clusters Score -1.895488e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143711 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -18954892.000000 Penalty: 5897.591797
	Iteration 65Q: 3 clusters Score -1.895489e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143742 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -18954922.000000 Penalty: 5897.591797
	Iteration 66Q: 3 clusters Score -1.895492e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143769 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -18954900.000000 Penalty: 5897.591797
	Iteration 67Q: 3 clusters Score -1.89549e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143794 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -18954940.000000 Penalty: 5897.591797
	Iteration 68Q: 3 clusters Score -1.895494e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143810 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -18954924.000000 Penalty: 5897.591797
	Iteration 69Q: 3 clusters Score -1.895492e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143830 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -18954914.000000 Penalty: 5897.591797
	Iteration 70Q: 3 clusters Score -1.895491e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143844 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -18954946.000000 Penalty: 5897.591797
	Iteration 71Q: 3 clusters Score -1.895495e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143852 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -18954960.000000 Penalty: 5897.591797
	Iteration 72Q: 3 clusters Score -1.895496e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143867 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -18954988.000000 Penalty: 5897.591797
	Iteration 73Q: 3 clusters Score -1.895499e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143891 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -18955004.000000 Penalty: 5897.591797
	Iteration 74Q: 3 clusters Score -1.8955e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143916 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -18954992.000000 Penalty: 5897.591797
	Iteration 75Q: 3 clusters Score -1.895499e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143944 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -18955040.000000 Penalty: 5897.591797
	Iteration 76Q: 3 clusters Score -1.895504e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144000 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -18955072.000000 Penalty: 5897.591797
	Iteration 77Q: 3 clusters Score -1.895507e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144040 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -18955170.000000 Penalty: 5897.591797
	Iteration 78Q: 3 clusters Score -1.895517e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144064 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -18955288.000000 Penalty: 5897.591797
	Iteration 79Q: 3 clusters Score -1.895529e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144082 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -18955394.000000 Penalty: 5897.591797
	Iteration 80F: 3 clusters Score -1.895539e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144072 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -18955536.000000 Penalty: 5897.591797
	Iteration 81Q: 3 clusters Score -1.895554e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144037 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -18955658.000000 Penalty: 5897.591797
	Iteration 82Q: 3 clusters Score -1.895566e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143959 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -18955736.000000 Penalty: 5897.591797
	Iteration 83Q: 3 clusters Score -1.895574e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143890 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -18955792.000000 Penalty: 5897.591797
	Iteration 84Q: 3 clusters Score -1.895579e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143833 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -18955830.000000 Penalty: 5897.591797
	Iteration 85Q: 3 clusters Score -1.895583e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143789 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -18955882.000000 Penalty: 5897.591797
	Iteration 86Q: 3 clusters Score -1.895588e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143761 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -18955910.000000 Penalty: 5897.591797
	Iteration 87Q: 3 clusters Score -1.895591e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143738 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -18955938.000000 Penalty: 5897.591797
	Iteration 88Q: 3 clusters Score -1.895594e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143718 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -18955946.000000 Penalty: 5897.591797
	Iteration 89Q: 3 clusters Score -1.895595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143704 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -18955972.000000 Penalty: 5897.591797
	Iteration 90Q: 3 clusters Score -1.895597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143689 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -18955948.000000 Penalty: 5897.591797
	Iteration 91Q: 3 clusters Score -1.895595e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143661 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -18955984.000000 Penalty: 5897.591797
	Iteration 92Q: 3 clusters Score -1.895598e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143637 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -18955998.000000 Penalty: 5897.591797
	Iteration 93Q: 3 clusters Score -1.8956e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143614 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -18955992.000000 Penalty: 5897.591797
	Iteration 94Q: 3 clusters Score -1.895599e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143588 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -18955964.000000 Penalty: 5897.591797
	Iteration 95Q: 3 clusters Score -1.895596e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143560 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -18955958.000000 Penalty: 5897.591797
	Iteration 96Q: 3 clusters Score -1.895596e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143536 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -18955960.000000 Penalty: 5897.591797
	Iteration 97Q: 3 clusters Score -1.895596e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143516 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -18955970.000000 Penalty: 5897.591797
	Iteration 98Q: 3 clusters Score -1.895597e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143499 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -18955978.000000 Penalty: 5897.591797
	Iteration 99Q: 3 clusters Score -1.895598e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143479 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -18955986.000000 Penalty: 5897.591797
	Iteration 100F: 3 clusters Score -1.895599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143467 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -18955984.000000 Penalty: 5897.591797
	Iteration 101Q: 3 clusters Score -1.895598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143451 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -18955990.000000 Penalty: 5897.591797
	Iteration 102Q: 3 clusters Score -1.895599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143444 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -18955994.000000 Penalty: 5897.591797
	Iteration 103Q: 3 clusters Score -1.895599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143436 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -18955992.000000 Penalty: 5897.591797
	Iteration 104Q: 3 clusters Score -1.895599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143427 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -18955996.000000 Penalty: 5897.591797
	Iteration 105Q: 3 clusters Score -1.8956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143427 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -18955996.000000 Penalty: 5897.591797
	Iteration 106Q: 3 clusters Score -1.8956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143424 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -18955996.000000 Penalty: 5897.591797
	Iteration 107Q: 3 clusters Score -1.8956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143423 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -18955992.000000 Penalty: 5897.591797
	Iteration 108Q: 3 clusters Score -1.895599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143418 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -18955994.000000 Penalty: 5897.591797
	Iteration 109Q: 3 clusters Score -1.895599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143409 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -18955984.000000 Penalty: 5897.591797
	Iteration 110Q: 3 clusters Score -1.895598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143405 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -18956000.000000 Penalty: 5897.591797
	Iteration 111Q: 3 clusters Score -1.8956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143401 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -18955996.000000 Penalty: 5897.591797
	Iteration 112Q: 3 clusters Score -1.8956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143399 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -18955992.000000 Penalty: 5897.591797
	Iteration 113Q: 3 clusters Score -1.895599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143396 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -18955984.000000 Penalty: 5897.591797
	Iteration 114Q: 3 clusters Score -1.895598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143395 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -18955980.000000 Penalty: 5897.591797
	Iteration 115Q: 3 clusters Score -1.895598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143394 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -18955984.000000 Penalty: 5897.591797
	Iteration 116Q: 3 clusters Score -1.895598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143393 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -18955992.000000 Penalty: 5897.591797
	Iteration 117Q: 3 clusters Score -1.895599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143393 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -18955992.000000 Penalty: 5897.591797
	Iteration 118F: 3 clusters Score -1.895599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 4682 members 
Mstep: Class 3 contains 906 members 
Mstep: Class 4 contains 40784 members 
Mstep: Class 5 contains 26402 members 
Mstep: Class 6 contains 12502 members 
Mstep: Class 7 contains 301108 members 
Mstep: Class 8 contains 39359 members 
Mstep: Class 9 contains 1190 members 
Mstep: Class 11 contains 5486 members 
Mstep: Class 15 contains 13525 members 
Mstep: Class 16 contains 4382 members 
Mstep: Class 17 contains 58899 members 
Mstep: Class 18 contains 1109 members 
Mstep: Class 19 contains 15154 members 
Mstep: Class 20 contains 145846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90831696.000000 Penalty: 63528.992188
Iteration 39Q: 20 clusters Score -9.08317e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 4703 members 
Mstep: Class 3 contains 850 members 
Mstep: Class 4 contains 40795 members 
Mstep: Class 5 contains 26351 members 
Mstep: Class 6 contains 13217 members 
Mstep: Class 7 contains 299899 members 
Mstep: Class 8 contains 39444 members 
Mstep: Class 9 contains 1195 members 
Mstep: Class 10 contains 3329 members 
Mstep: Class 11 contains 5498 members 
Mstep: Class 12 contains 4440 members 
Mstep: Class 13 contains 1573 members 
Mstep: Class 15 contains 13514 members 
Mstep: Class 16 contains 4508 members 
Mstep: Class 17 contains 58896 members 
Mstep: Class 18 contains 1109 members 
Mstep: Class 19 contains 15171 members 
Mstep: Class 20 contains 146296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832848.000000 Penalty: 63528.992188
Iteration 40F: 20 clusters Score -9.083285e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 815 members 
Mstep: Class 4 contains 40803 members 
Mstep: Class 5 contains 26126 members 
Mstep: Class 6 contains 13797 members 
Mstep: Class 7 contains 298732 members 
Mstep: Class 8 contains 39539 members 
Mstep: Class 9 contains 1213 members 
Mstep: Class 10 contains 3985 members 
Mstep: Class 11 contains 5511 members 
Mstep: Class 12 contains 4669 members 
Mstep: Class 13 contains 1580 members 
Mstep: Class 15 contains 13478 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 58867 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 15189 members 
Mstep: Class 20 contains 146739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833440.000000 Penalty: 63528.992188
Iteration 41Q: 20 clusters Score -9.083344e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 803 members 
Mstep: Class 4 contains 40843 members 
Mstep: Class 5 contains 26018 members 
Mstep: Class 6 contains 14329 members 
Mstep: Class 7 contains 297467 members 
Mstep: Class 8 contains 39598 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 4424 members 
Mstep: Class 11 contains 5528 members 
Mstep: Class 12 contains 4794 members 
Mstep: Class 13 contains 1580 members 
Mstep: Class 15 contains 13440 members 
Mstep: Class 16 contains 4553 members 
Mstep: Class 17 contains 58840 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 15168 members 
Mstep: Class 20 contains 147234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833128.000000 Penalty: 63528.992188
Iteration 42Q: 20 clusters Score -9.083313e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 4706 members 
Mstep: Class 3 contains 797 members 
Mstep: Class 4 contains 40862 members 
Mstep: Class 5 contains 25940 members 
Mstep: Class 6 contains 14762 members 
Mstep: Class 7 contains 296157 members 
Mstep: Class 8 contains 39642 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 4744 members 
Mstep: Class 11 contains 5548 members 
Mstep: Class 12 contains 4871 members 
Mstep: Class 13 contains 1580 members 
Mstep: Class 15 contains 13418 members 
Mstep: Class 16 contains 4595 members 
Mstep: Class 17 contains 58818 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 15145 members 
Mstep: Class 20 contains 147861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832224.000000 Penalty: 63528.992188
Iteration 43Q: 20 clusters Score -9.083222e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 797 members 
Mstep: Class 4 contains 40904 members 
Mstep: Class 5 contains 25905 members 
Mstep: Class 6 contains 15182 members 
Mstep: Class 7 contains 294628 members 
Mstep: Class 8 contains 39681 members 
Mstep: Class 9 contains 1279 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 5560 members 
Mstep: Class 12 contains 4932 members 
Mstep: Class 13 contains 1581 members 
Mstep: Class 15 contains 13404 members 
Mstep: Class 16 contains 4656 members 
Mstep: Class 17 contains 58785 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 15145 members 
Mstep: Class 20 contains 148675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90831776.000000 Penalty: 63528.992188
Iteration 44Q: 20 clusters Score -9.083178e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 4705 members 
Mstep: Class 3 contains 806 members 
Mstep: Class 4 contains 40930 members 
Mstep: Class 5 contains 25874 members 
Mstep: Class 6 contains 15566 members 
Mstep: Class 7 contains 292920 members 
Mstep: Class 8 contains 39715 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 5095 members 
Mstep: Class 11 contains 5579 members 
Mstep: Class 12 contains 4994 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 15 contains 13394 members 
Mstep: Class 16 contains 4702 members 
Mstep: Class 17 contains 58719 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 15136 members 
Mstep: Class 20 contains 149777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90831928.000000 Penalty: 63528.992188
Iteration 45Q: 20 clusters Score -9.083193e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 4708 members 
Mstep: Class 3 contains 813 members 
Mstep: Class 4 contains 40926 members 
Mstep: Class 5 contains 25862 members 
Mstep: Class 6 contains 15906 members 
Mstep: Class 7 contains 291211 members 
Mstep: Class 8 contains 39767 members 
Mstep: Class 9 contains 1288 members 
Mstep: Class 10 contains 5223 members 
Mstep: Class 11 contains 5586 members 
Mstep: Class 12 contains 5059 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 15 contains 13394 members 
Mstep: Class 16 contains 4737 members 
Mstep: Class 17 contains 58641 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 15130 members 
Mstep: Class 20 contains 150979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832104.000000 Penalty: 63528.992188
Iteration 46Q: 20 clusters Score -9.08321e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 40963 members 
Mstep: Class 5 contains 25849 members 
Mstep: Class 6 contains 16210 members 
Mstep: Class 7 contains 289533 members 
Mstep: Class 8 contains 39811 members 
Mstep: Class 9 contains 1301 members 
Mstep: Class 10 contains 5313 members 
Mstep: Class 11 contains 5592 members 
Mstep: Class 12 contains 5111 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 15 contains 13379 members 
Mstep: Class 16 contains 4783 members 
Mstep: Class 17 contains 58551 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 15104 members 
Mstep: Class 20 contains 152200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832512.000000 Penalty: 63528.992188
Iteration 47Q: 20 clusters Score -9.083251e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 838 members 
Mstep: Class 4 contains 40975 members 
Mstep: Class 5 contains 25859 members 
Mstep: Class 6 contains 16466 members 
Mstep: Class 7 contains 288001 members 
Mstep: Class 8 contains 39836 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 5595 members 
Mstep: Class 12 contains 5152 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 15 contains 13363 members 
Mstep: Class 16 contains 4821 members 
Mstep: Class 17 contains 58454 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 15076 members 
Mstep: Class 20 contains 153421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832408.000000 Penalty: 63528.992188
Iteration 48Q: 20 clusters Score -9.083241e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 4711 members 
Mstep: Class 3 contains 848 members 
Mstep: Class 4 contains 41003 members 
Mstep: Class 5 contains 25876 members 
Mstep: Class 6 contains 16701 members 
Mstep: Class 7 contains 286394 members 
Mstep: Class 8 contains 39870 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 5451 members 
Mstep: Class 11 contains 5599 members 
Mstep: Class 12 contains 5181 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 15 contains 13351 members 
Mstep: Class 16 contains 4863 members 
Mstep: Class 17 contains 58368 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 15056 members 
Mstep: Class 20 contains 154711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832368.000000 Penalty: 63528.992188
Iteration 49Q: 20 clusters Score -9.083237e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 4713 members 
Mstep: Class 3 contains 852 members 
Mstep: Class 4 contains 41010 members 
Mstep: Class 5 contains 25896 members 
Mstep: Class 6 contains 16951 members 
Mstep: Class 7 contains 284741 members 
Mstep: Class 8 contains 39900 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 10 contains 5502 members 
Mstep: Class 11 contains 5608 members 
Mstep: Class 12 contains 5215 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 15 contains 13330 members 
Mstep: Class 16 contains 4919 members 
Mstep: Class 17 contains 58267 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 15025 members 
Mstep: Class 20 contains 156066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832048.000000 Penalty: 63528.992188
Iteration 50Q: 20 clusters Score -9.083205e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 4 contains 41037 members 
Mstep: Class 5 contains 25932 members 
Mstep: Class 6 contains 17162 members 
Mstep: Class 7 contains 283080 members 
Mstep: Class 8 contains 39935 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 5563 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 5243 members 
Mstep: Class 13 contains 1582 members 
Mstep: Class 15 contains 13313 members 
Mstep: Class 16 contains 4960 members 
Mstep: Class 17 contains 58178 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 15003 members 
Mstep: Class 20 contains 157427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832080.000000 Penalty: 63528.992188
Iteration 51Q: 20 clusters Score -9.083208e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 4717 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 41035 members 
Mstep: Class 5 contains 25953 members 
Mstep: Class 6 contains 17392 members 
Mstep: Class 7 contains 281402 members 
Mstep: Class 8 contains 39976 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 5626 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 5261 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 15 contains 13308 members 
Mstep: Class 16 contains 4988 members 
Mstep: Class 17 contains 58126 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 14979 members 
Mstep: Class 20 contains 158792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832104.000000 Penalty: 63528.992188
Iteration 52Q: 20 clusters Score -9.08321e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 4718 members 
Mstep: Class 3 contains 857 members 
Mstep: Class 4 contains 41028 members 
Mstep: Class 5 contains 25991 members 
Mstep: Class 6 contains 17574 members 
Mstep: Class 7 contains 279820 members 
Mstep: Class 8 contains 39986 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 5677 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 5019 members 
Mstep: Class 17 contains 58060 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 14977 members 
Mstep: Class 20 contains 160137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832136.000000 Penalty: 63528.992188
Iteration 53Q: 20 clusters Score -9.083214e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 866 members 
Mstep: Class 4 contains 41040 members 
Mstep: Class 5 contains 26031 members 
Mstep: Class 6 contains 17725 members 
Mstep: Class 7 contains 278233 members 
Mstep: Class 8 contains 40004 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5285 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 15 contains 13300 members 
Mstep: Class 16 contains 5047 members 
Mstep: Class 17 contains 58039 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 14983 members 
Mstep: Class 20 contains 161446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832448.000000 Penalty: 63528.992188
Iteration 54Q: 20 clusters Score -9.083245e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 868 members 
Mstep: Class 4 contains 41075 members 
Mstep: Class 5 contains 26089 members 
Mstep: Class 6 contains 17872 members 
Mstep: Class 7 contains 276694 members 
Mstep: Class 8 contains 40030 members 
Mstep: Class 9 contains 1325 members 
Mstep: Class 10 contains 5767 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5293 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 15 contains 13292 members 
Mstep: Class 16 contains 5069 members 
Mstep: Class 17 contains 58037 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 14999 members 
Mstep: Class 20 contains 162654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832640.000000 Penalty: 63528.992188
Iteration 55Q: 20 clusters Score -9.083264e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 41112 members 
Mstep: Class 5 contains 26136 members 
Mstep: Class 6 contains 18014 members 
Mstep: Class 7 contains 275363 members 
Mstep: Class 8 contains 40059 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 5814 members 
Mstep: Class 11 contains 5619 members 
Mstep: Class 12 contains 5304 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 15 contains 13278 members 
Mstep: Class 16 contains 5081 members 
Mstep: Class 17 contains 58035 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 15008 members 
Mstep: Class 20 contains 163662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833120.000000 Penalty: 63528.992188
Iteration 56Q: 20 clusters Score -9.083312e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 41132 members 
Mstep: Class 5 contains 26145 members 
Mstep: Class 6 contains 18181 members 
Mstep: Class 7 contains 274224 members 
Mstep: Class 8 contains 40099 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 5863 members 
Mstep: Class 11 contains 5621 members 
Mstep: Class 12 contains 5313 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 15 contains 13274 members 
Mstep: Class 16 contains 5101 members 
Mstep: Class 17 contains 58036 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 15019 members 
Mstep: Class 20 contains 164462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833192.000000 Penalty: 63528.992188
Iteration 57Q: 20 clusters Score -9.083319e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 4720 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 41137 members 
Mstep: Class 5 contains 26150 members 
Mstep: Class 6 contains 18344 members 
Mstep: Class 7 contains 273288 members 
Mstep: Class 8 contains 40154 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 5906 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 5322 members 
Mstep: Class 13 contains 1584 members 
Mstep: Class 15 contains 13273 members 
Mstep: Class 16 contains 5115 members 
Mstep: Class 17 contains 58043 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 15034 members 
Mstep: Class 20 contains 165079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833168.000000 Penalty: 63528.992188
Iteration 58Q: 20 clusters Score -9.083317e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 4721 members 
Mstep: Class 3 contains 872 members 
Mstep: Class 4 contains 41147 members 
Mstep: Class 5 contains 26172 members 
Mstep: Class 6 contains 18508 members 
Mstep: Class 7 contains 272494 members 
Mstep: Class 8 contains 40179 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 5937 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 5336 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13269 members 
Mstep: Class 16 contains 5129 members 
Mstep: Class 17 contains 58056 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 15055 members 
Mstep: Class 20 contains 165561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833552.000000 Penalty: 63528.992188
Iteration 59Q: 20 clusters Score -9.083355e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 4721 members 
Mstep: Class 3 contains 872 members 
Mstep: Class 4 contains 41151 members 
Mstep: Class 5 contains 26164 members 
Mstep: Class 6 contains 18642 members 
Mstep: Class 7 contains 271886 members 
Mstep: Class 8 contains 40217 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 5973 members 
Mstep: Class 11 contains 5641 members 
Mstep: Class 12 contains 5344 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13271 members 
Mstep: Class 16 contains 5144 members 
Mstep: Class 17 contains 58086 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 15077 members 
Mstep: Class 20 contains 165871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833656.000000 Penalty: 63528.992188
Iteration 60F: 20 clusters Score -9.083366e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 4721 members 
Mstep: Class 3 contains 871 members 
Mstep: Class 4 contains 41149 members 
Mstep: Class 5 contains 26172 members 
Mstep: Class 6 contains 18761 members 
Mstep: Class 7 contains 271474 members 
Mstep: Class 8 contains 40233 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 6007 members 
Mstep: Class 11 contains 5652 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13269 members 
Mstep: Class 16 contains 5153 members 
Mstep: Class 17 contains 58133 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 15105 members 
Mstep: Class 20 contains 166003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833896.000000 Penalty: 63528.992188
Iteration 61Q: 20 clusters Score -9.08339e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 4722 members 
Mstep: Class 3 contains 872 members 
Mstep: Class 4 contains 41146 members 
Mstep: Class 5 contains 26177 members 
Mstep: Class 6 contains 18866 members 
Mstep: Class 7 contains 271298 members 
Mstep: Class 8 contains 40247 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 10 contains 6034 members 
Mstep: Class 11 contains 5662 members 
Mstep: Class 12 contains 5353 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13273 members 
Mstep: Class 16 contains 5166 members 
Mstep: Class 17 contains 58178 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 15112 members 
Mstep: Class 20 contains 165934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833888.000000 Penalty: 63528.992188
Iteration 62Q: 20 clusters Score -9.083389e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 869 members 
Mstep: Class 4 contains 41147 members 
Mstep: Class 5 contains 26192 members 
Mstep: Class 6 contains 18951 members 
Mstep: Class 7 contains 271263 members 
Mstep: Class 8 contains 40279 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 6057 members 
Mstep: Class 11 contains 5670 members 
Mstep: Class 12 contains 5357 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13272 members 
Mstep: Class 16 contains 5168 members 
Mstep: Class 17 contains 58229 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 15110 members 
Mstep: Class 20 contains 165732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834000.000000 Penalty: 63528.992188
Iteration 63Q: 20 clusters Score -9.0834e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 41144 members 
Mstep: Class 5 contains 26213 members 
Mstep: Class 6 contains 19037 members 
Mstep: Class 7 contains 271394 members 
Mstep: Class 8 contains 40296 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 6071 members 
Mstep: Class 11 contains 5680 members 
Mstep: Class 12 contains 5358 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13273 members 
Mstep: Class 16 contains 5170 members 
Mstep: Class 17 contains 58275 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 15100 members 
Mstep: Class 20 contains 165382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834336.000000 Penalty: 63528.992188
Iteration 64Q: 20 clusters Score -9.083434e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 869 members 
Mstep: Class 4 contains 41151 members 
Mstep: Class 5 contains 26229 members 
Mstep: Class 6 contains 19134 members 
Mstep: Class 7 contains 271577 members 
Mstep: Class 8 contains 40315 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 10 contains 6097 members 
Mstep: Class 11 contains 5689 members 
Mstep: Class 12 contains 5362 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13273 members 
Mstep: Class 16 contains 5178 members 
Mstep: Class 17 contains 58325 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 15078 members 
Mstep: Class 20 contains 164980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834368.000000 Penalty: 63528.992188
Iteration 65Q: 20 clusters Score -9.083437e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 872 members 
Mstep: Class 4 contains 41147 members 
Mstep: Class 5 contains 26250 members 
Mstep: Class 6 contains 19226 members 
Mstep: Class 7 contains 271811 members 
Mstep: Class 8 contains 40328 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 10 contains 6117 members 
Mstep: Class 11 contains 5698 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13269 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 58367 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 15052 members 
Mstep: Class 20 contains 164566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834472.000000 Penalty: 63528.992188
Iteration 66Q: 20 clusters Score -9.083447e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 871 members 
Mstep: Class 4 contains 41154 members 
Mstep: Class 5 contains 26266 members 
Mstep: Class 6 contains 19305 members 
Mstep: Class 7 contains 272104 members 
Mstep: Class 8 contains 40335 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 6131 members 
Mstep: Class 11 contains 5709 members 
Mstep: Class 12 contains 5365 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13269 members 
Mstep: Class 16 contains 5188 members 
Mstep: Class 17 contains 58409 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 15034 members 
Mstep: Class 20 contains 164103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834480.000000 Penalty: 63528.992188
Iteration 67Q: 20 clusters Score -9.083448e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 41149 members 
Mstep: Class 5 contains 26292 members 
Mstep: Class 6 contains 19383 members 
Mstep: Class 7 contains 272456 members 
Mstep: Class 8 contains 40342 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 5719 members 
Mstep: Class 12 contains 5368 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13260 members 
Mstep: Class 16 contains 5191 members 
Mstep: Class 17 contains 58446 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 15003 members 
Mstep: Class 20 contains 163592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834664.000000 Penalty: 63528.992188
Iteration 68Q: 20 clusters Score -9.083466e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 41133 members 
Mstep: Class 5 contains 26318 members 
Mstep: Class 6 contains 19460 members 
Mstep: Class 7 contains 272853 members 
Mstep: Class 8 contains 40346 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 5725 members 
Mstep: Class 12 contains 5367 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13259 members 
Mstep: Class 16 contains 5189 members 
Mstep: Class 17 contains 58475 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 14984 members 
Mstep: Class 20 contains 163042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834776.000000 Penalty: 63528.992188
Iteration 69Q: 20 clusters Score -9.083478e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 871 members 
Mstep: Class 4 contains 41119 members 
Mstep: Class 5 contains 26333 members 
Mstep: Class 6 contains 19523 members 
Mstep: Class 7 contains 273291 members 
Mstep: Class 8 contains 40338 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 6183 members 
Mstep: Class 11 contains 5733 members 
Mstep: Class 12 contains 5368 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13258 members 
Mstep: Class 16 contains 5191 members 
Mstep: Class 17 contains 58499 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 14962 members 
Mstep: Class 20 contains 162495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834936.000000 Penalty: 63528.992188
Iteration 70Q: 20 clusters Score -9.083494e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 4723 members 
Mstep: Class 3 contains 871 members 
Mstep: Class 4 contains 41106 members 
Mstep: Class 5 contains 26342 members 
Mstep: Class 6 contains 19586 members 
Mstep: Class 7 contains 273778 members 
Mstep: Class 8 contains 40340 members 
Mstep: Class 9 contains 1349 members 
Mstep: Class 10 contains 6190 members 
Mstep: Class 11 contains 5737 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13254 members 
Mstep: Class 16 contains 5192 members 
Mstep: Class 17 contains 58516 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 14953 members 
Mstep: Class 20 contains 161905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835232.000000 Penalty: 63528.992188
Iteration 71Q: 20 clusters Score -9.083523e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 871 members 
Mstep: Class 4 contains 41093 members 
Mstep: Class 5 contains 26349 members 
Mstep: Class 6 contains 19620 members 
Mstep: Class 7 contains 274244 members 
Mstep: Class 8 contains 40342 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6200 members 
Mstep: Class 11 contains 5743 members 
Mstep: Class 12 contains 5369 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13244 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 58531 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 14949 members 
Mstep: Class 20 contains 161351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835312.000000 Penalty: 63528.992188
Iteration 72Q: 20 clusters Score -9.083531e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 871 members 
Mstep: Class 4 contains 41083 members 
Mstep: Class 5 contains 26357 members 
Mstep: Class 6 contains 19672 members 
Mstep: Class 7 contains 274714 members 
Mstep: Class 8 contains 40344 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6207 members 
Mstep: Class 11 contains 5754 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 58536 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 14930 members 
Mstep: Class 20 contains 160798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835512.000000 Penalty: 63528.992188
Iteration 73Q: 20 clusters Score -9.083551e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 4725 members 
Mstep: Class 3 contains 871 members 
Mstep: Class 4 contains 41075 members 
Mstep: Class 5 contains 26375 members 
Mstep: Class 6 contains 19715 members 
Mstep: Class 7 contains 275159 members 
Mstep: Class 8 contains 40345 members 
Mstep: Class 9 contains 1352 members 
Mstep: Class 10 contains 6209 members 
Mstep: Class 11 contains 5765 members 
Mstep: Class 12 contains 5371 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 58527 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 14916 members 
Mstep: Class 20 contains 160287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835632.000000 Penalty: 63528.992188
Iteration 74Q: 20 clusters Score -9.083563e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 4725 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 41078 members 
Mstep: Class 5 contains 26400 members 
Mstep: Class 6 contains 19747 members 
Mstep: Class 7 contains 275589 members 
Mstep: Class 8 contains 40349 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6213 members 
Mstep: Class 11 contains 5771 members 
Mstep: Class 12 contains 5373 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 58524 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 14897 members 
Mstep: Class 20 contains 159785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835728.000000 Penalty: 63528.992188
Iteration 75Q: 20 clusters Score -9.083573e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 4725 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 41074 members 
Mstep: Class 5 contains 26411 members 
Mstep: Class 6 contains 19763 members 
Mstep: Class 7 contains 275987 members 
Mstep: Class 8 contains 40345 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6214 members 
Mstep: Class 11 contains 5777 members 
Mstep: Class 12 contains 5372 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5194 members 
Mstep: Class 17 contains 58516 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 14889 members 
Mstep: Class 20 contains 159349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835968.000000 Penalty: 63528.992188
Iteration 76Q: 20 clusters Score -9.083597e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 4725 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 41074 members 
Mstep: Class 5 contains 26419 members 
Mstep: Class 6 contains 19778 members 
Mstep: Class 7 contains 276313 members 
Mstep: Class 8 contains 40343 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6218 members 
Mstep: Class 11 contains 5781 members 
Mstep: Class 12 contains 5376 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13237 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 58513 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 14879 members 
Mstep: Class 20 contains 158972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836136.000000 Penalty: 63528.992188
Iteration 77Q: 20 clusters Score -9.083614e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 4726 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 41075 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 19801 members 
Mstep: Class 7 contains 276639 members 
Mstep: Class 8 contains 40339 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6226 members 
Mstep: Class 11 contains 5785 members 
Mstep: Class 12 contains 5380 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5195 members 
Mstep: Class 17 contains 58516 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 14872 members 
Mstep: Class 20 contains 158579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836056.000000 Penalty: 63528.992188
Iteration 78Q: 20 clusters Score -9.083606e+07 nChanged 768
Entering ConstructFrom: 
Score: -90836056.000000 Penalty: 63528.992188
Entering ConstructFrom: 
Trying to split cluster 1 (34990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Entering Unmasked Estep 
Score: -4407216.000000 Penalty: 2594.778564
	Iteration 0F: 2 clusters Score -4407216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -4383465.500000 Penalty: 5189.557129
	Iteration 0F: 3 clusters Score -4383466 nChanged 15768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -4392146.000000 Penalty: 5189.557129
	Iteration 1F: 3 clusters Score -4392146 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -4392774.500000 Penalty: 5189.557129
	Iteration 2Q: 3 clusters Score -4392774 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -4393503.500000 Penalty: 5189.557129
	Iteration 3Q: 3 clusters Score -4393504 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -4394527.500000 Penalty: 5189.557129
	Iteration 4F: 3 clusters Score -4394528 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -4395775.500000 Penalty: 5189.557129
	Iteration 5F: 3 clusters Score -4395776 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -4397051.000000 Penalty: 5189.557129
	Iteration 6F: 3 clusters Score -4397051 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -4398095.000000 Penalty: 5189.557129
	Iteration 7F: 3 clusters Score -4398095 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -4398912.500000 Penalty: 5189.557129
	Iteration 8Q: 3 clusters Score -4398912 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -4399651.000000 Penalty: 5189.557129
	Iteration 9Q: 3 clusters Score -4399651 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -4400361.000000 Penalty: 5189.557129
	Iteration 10Q: 3 clusters Score -4400361 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -4401150.000000 Penalty: 5189.557129
	Iteration 11Q: 3 clusters Score -4401150 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -4401981.500000 Penalty: 5189.557129
	Iteration 12Q: 3 clusters Score -4401982 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -4402994.500000 Penalty: 5189.557129
	Iteration 13Q: 3 clusters Score -4402994 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -4404005.500000 Penalty: 5189.557129
	Iteration 14Q: 3 clusters Score -4404006 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -4404918.000000 Penalty: 5189.557129
	Iteration 15Q: 3 clusters Score -4404918 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -4405536.500000 Penalty: 5189.557129
	Iteration 16Q: 3 clusters Score -4405536 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -4405934.500000 Penalty: 5189.557129
	Iteration 17Q: 3 clusters Score -4405934 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -4406266.000000 Penalty: 5189.557129
	Iteration 18Q: 3 clusters Score -4406266 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -4406569.000000 Penalty: 5189.557129
	Iteration 19Q: 3 clusters Score -4406569 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -4406828.500000 Penalty: 5189.557129
	Iteration 20F: 3 clusters Score -4406828 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -4407027.500000 Penalty: 5189.557129
	Iteration 21Q: 3 clusters Score -4407028 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -4407201.000000 Penalty: 5189.557129
	Iteration 22Q: 3 clusters Score -4407201 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -4407296.500000 Penalty: 5189.557129
	Iteration 23Q: 3 clusters Score -4407296 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -4407407.500000 Penalty: 5189.557129
	Iteration 24Q: 3 clusters Score -4407408 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -4407476.500000 Penalty: 5189.557129
	Iteration 25Q: 3 clusters Score -4407476 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -4407523.500000 Penalty: 5189.557129
	Iteration 26Q: 3 clusters Score -4407524 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -4407532.500000 Penalty: 5189.557129
	Iteration 27Q: 3 clusters Score -4407532 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -4407543.500000 Penalty: 5189.557129
	Iteration 28Q: 3 clusters Score -4407544 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -4407556.000000 Penalty: 5189.557129
	Iteration 29Q: 3 clusters Score -4407556 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -4407571.500000 Penalty: 5189.557129
	Iteration 30Q: 3 clusters Score -4407572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -4407605.000000 Penalty: 5189.557129
	Iteration 31Q: 3 clusters Score -4407605 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -4407602.000000 Penalty: 5189.557129
	Iteration 32Q: 3 clusters Score -4407602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -4407607.500000 Penalty: 5189.557129
	Iteration 33Q: 3 clusters Score -4407608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -4407607.000000 Penalty: 5189.557129
	Iteration 34Q: 3 clusters Score -4407607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -4407599.000000 Penalty: 5189.557129
	Iteration 35Q: 3 clusters Score -4407599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -4407599.500000 Penalty: 5189.557129
	Iteration 36Q: 3 clusters Score -4407600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -4407595.500000 Penalty: 5189.557129
	Iteration 37Q: 3 clusters Score -4407596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -4407594.000000 Penalty: 5189.557129
	Iteration 38Q: 3 clusters Score -4407594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -4407602.000000 Penalty: 5189.557129
	Iteration 39Q: 3 clusters Score -4407602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -4407605.500000 Penalty: 5189.557129
	Iteration 40F: 3 clusters Score -4407606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -4407606.500000 Penalty: 5189.557129
	Iteration 41Q: 3 clusters Score -4407606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -4407598.500000 Penalty: 5189.557129
	Iteration 42Q: 3 clusters Score -4407598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -4407599.000000 Penalty: 5189.557129
	Iteration 43Q: 3 clusters Score -4407599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -4407597.500000 Penalty: 5189.557129
	Iteration 44Q: 3 clusters Score -4407598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -4407603.000000 Penalty: 5189.557129
	Iteration 45Q: 3 clusters Score -4407603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -4407594.000000 Penalty: 5189.557129
	Iteration 46Q: 3 clusters Score -4407594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -4407590.000000 Penalty: 5189.557129
	Iteration 47Q: 3 clusters Score -4407590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -4407596.000000 Penalty: 5189.557129
	Iteration 48Q: 3 clusters Score -4407596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -4407595.000000 Penalty: 5189.557129
	Iteration 49Q: 3 clusters Score -4407595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -4407595.500000 Penalty: 5189.557129
	Iteration 50Q: 3 clusters Score -4407596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -4407594.500000 Penalty: 5189.557129
	Iteration 51Q: 3 clusters Score -4407594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -4407594.500000 Penalty: 5189.557129
	Iteration 52F: 3 clusters Score -4407594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 4726 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 41064 members 
Mstep: Class 5 contains 26438 members 
Mstep: Class 6 contains 19812 members 
Mstep: Class 7 contains 276918 members 
Mstep: Class 8 contains 40325 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6234 members 
Mstep: Class 11 contains 5791 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 15765 members 
Mstep: Class 15 contains 13241 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 58527 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 14863 members 
Mstep: Class 20 contains 158243 members 
Entering Unmasked Estep 
Score: -90835888.000000 Penalty: 66872.625000
Splitting cluster 1 changes total score from -90836056.000000 to -90835888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Entering Unmasked Estep 
Score: -590094.125000 Penalty: 2098.286865
	Iteration 0F: 2 clusters Score -590094.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -585818.437500 Penalty: 4196.573730
	Iteration 0F: 3 clusters Score -585818.4 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -586916.125000 Penalty: 4196.573730
	Iteration 1F: 3 clusters Score -586916.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -587122.375000 Penalty: 4196.573730
	Iteration 2F: 3 clusters Score -587122.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -587241.812500 Penalty: 4196.573730
	Iteration 3Q: 3 clusters Score -587241.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -587348.750000 Penalty: 4196.573730
	Iteration 4Q: 3 clusters Score -587348.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -587460.312500 Penalty: 4196.573730
	Iteration 5Q: 3 clusters Score -587460.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -587560.562500 Penalty: 4196.573730
	Iteration 6Q: 3 clusters Score -587560.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -587640.750000 Penalty: 4196.573730
	Iteration 7Q: 3 clusters Score -587640.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -587715.125000 Penalty: 4196.573730
	Iteration 8Q: 3 clusters Score -587715.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -587792.250000 Penalty: 4196.573730
	Iteration 9Q: 3 clusters Score -587792.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -587858.125000 Penalty: 4196.573730
	Iteration 10Q: 3 clusters Score -587858.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -587933.375000 Penalty: 4196.573730
	Iteration 11Q: 3 clusters Score -587933.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -588030.562500 Penalty: 4196.573730
	Iteration 12Q: 3 clusters Score -588030.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -588183.937500 Penalty: 4196.573730
	Iteration 13Q: 3 clusters Score -588183.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -588359.437500 Penalty: 4196.573730
	Iteration 14Q: 3 clusters Score -588359.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -588624.437500 Penalty: 4196.573730
	Iteration 15Q: 3 clusters Score -588624.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -588931.312500 Penalty: 4196.573730
	Iteration 16Q: 3 clusters Score -588931.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -589253.937500 Penalty: 4196.573730
	Iteration 17F: 3 clusters Score -589253.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -589539.500000 Penalty: 4196.573730
	Iteration 18Q: 3 clusters Score -589539.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -589804.125000 Penalty: 4196.573730
	Iteration 19Q: 3 clusters Score -589804.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -589959.437500 Penalty: 4196.573730
	Iteration 20F: 3 clusters Score -589959.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -590192.625000 Penalty: 4196.573730
	Iteration 21Q: 3 clusters Score -590192.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -590588.875000 Penalty: 4196.573730
	Iteration 22Q: 3 clusters Score -590588.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -591101.062500 Penalty: 4196.573730
	Iteration 23Q: 3 clusters Score -591101.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -591194.437500 Penalty: 4196.573730
	Iteration 24Q: 3 clusters Score -591194.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -591203.500000 Penalty: 4196.573730
	Iteration 25Q: 3 clusters Score -591203.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -591206.062500 Penalty: 4196.573730
	Iteration 26Q: 3 clusters Score -591206.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -591205.312500 Penalty: 4196.573730
	Iteration 27Q: 3 clusters Score -591205.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -591207.687500 Penalty: 4196.573730
	Iteration 28Q: 3 clusters Score -591207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -591207.687500 Penalty: 4196.573730
	Iteration 29F: 3 clusters Score -591207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 41064 members 
Mstep: Class 5 contains 26438 members 
Mstep: Class 6 contains 19812 members 
Mstep: Class 7 contains 276918 members 
Mstep: Class 8 contains 40325 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6234 members 
Mstep: Class 11 contains 5791 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 13241 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 58527 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 14863 members 
Mstep: Class 20 contains 158243 members 
Entering Unmasked Estep 
Score: -90836320.000000 Penalty: 66872.625000
Splitting cluster 2 changes total score from -90836056.000000 to -90836320.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 3 (870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Entering Unmasked Estep 
Score: -88615.828125 Penalty: 1678.586304
	Iteration 0F: 2 clusters Score -88615.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -86855.062500 Penalty: 3357.172607
	Iteration 0F: 3 clusters Score -86855.06 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -87186.406250 Penalty: 3357.172607
	Iteration 1F: 3 clusters Score -87186.41 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -87498.281250 Penalty: 3357.172607
	Iteration 2F: 3 clusters Score -87498.28 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -87889.195312 Penalty: 3357.172607
	Iteration 3F: 3 clusters Score -87889.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -88198.484375 Penalty: 3357.172607
	Iteration 4F: 3 clusters Score -88198.48 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -88479.023438 Penalty: 3357.172607
	Iteration 5F: 3 clusters Score -88479.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88777.546875 Penalty: 3357.172607
	Iteration 6F: 3 clusters Score -88777.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -89050.468750 Penalty: 3357.172607
	Iteration 7Q: 3 clusters Score -89050.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -89327.750000 Penalty: 3357.172607
	Iteration 8Q: 3 clusters Score -89327.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -89565.601562 Penalty: 3357.172607
	Iteration 9Q: 3 clusters Score -89565.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -89817.960938 Penalty: 3357.172607
	Iteration 10Q: 3 clusters Score -89817.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -89958.156250 Penalty: 3357.172607
	Iteration 11Q: 3 clusters Score -89958.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -90020.679688 Penalty: 3357.172607
	Iteration 12Q: 3 clusters Score -90020.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -90039.882812 Penalty: 3357.172607
	Iteration 13Q: 3 clusters Score -90039.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -90045.742188 Penalty: 3357.172607
	Iteration 14Q: 3 clusters Score -90045.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -90045.742188 Penalty: 3357.172607
	Iteration 15F: 3 clusters Score -90045.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 3 contains 640 members 
Mstep: Class 4 contains 41064 members 
Mstep: Class 5 contains 26438 members 
Mstep: Class 6 contains 19812 members 
Mstep: Class 7 contains 276918 members 
Mstep: Class 8 contains 40325 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6234 members 
Mstep: Class 11 contains 5791 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 1585 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 13241 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 58527 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 14863 members 
Mstep: Class 20 contains 158243 members 
Mstep: Class 21 contains 230 members 
Entering Unmasked Estep 
Score: -90835984.000000 Penalty: 70216.257812
Splitting cluster 3 changes total score from -90836056.000000 to -90835984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (41064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Entering Unmasked Estep 
Score: -5354304.000000 Penalty: 2634.475830
	Iteration 0F: 2 clusters Score -5354304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -5326327.500000 Penalty: 5268.951660
	Iteration 0F: 3 clusters Score -5326328 nChanged 18863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -5336806.500000 Penalty: 5268.951660
	Iteration 1F: 3 clusters Score -5336806 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -5337452.500000 Penalty: 5268.951660
	Iteration 2Q: 3 clusters Score -5337452 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -5338104.500000 Penalty: 5268.951660
	Iteration 3Q: 3 clusters Score -5338104 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -5338826.500000 Penalty: 5268.951660
	Iteration 4Q: 3 clusters Score -5338826 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -5339792.500000 Penalty: 5268.951660
	Iteration 5Q: 3 clusters Score -5339792 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -5341144.000000 Penalty: 5268.951660
	Iteration 6F: 3 clusters Score -5341144 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -5342886.000000 Penalty: 5268.951660
	Iteration 7F: 3 clusters Score -5342886 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -5345001.000000 Penalty: 5268.951660
	Iteration 8F: 3 clusters Score -5345001 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -5347235.000000 Penalty: 5268.951660
	Iteration 9F: 3 clusters Score -5347235 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -5349064.000000 Penalty: 5268.951660
	Iteration 10Q: 3 clusters Score -5349064 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -5350283.000000 Penalty: 5268.951660
	Iteration 11Q: 3 clusters Score -5350283 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5351013.500000 Penalty: 5268.951660
	Iteration 12Q: 3 clusters Score -5351014 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5351371.500000 Penalty: 5268.951660
	Iteration 13Q: 3 clusters Score -5351372 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5351628.000000 Penalty: 5268.951660
	Iteration 14Q: 3 clusters Score -5351628 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5351766.000000 Penalty: 5268.951660
	Iteration 15Q: 3 clusters Score -5351766 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5351883.000000 Penalty: 5268.951660
	Iteration 16Q: 3 clusters Score -5351883 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5351969.500000 Penalty: 5268.951660
	Iteration 17Q: 3 clusters Score -5351970 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5352053.500000 Penalty: 5268.951660
	Iteration 18Q: 3 clusters Score -5352054 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5352089.000000 Penalty: 5268.951660
	Iteration 19Q: 3 clusters Score -5352089 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5352135.500000 Penalty: 5268.951660
	Iteration 20F: 3 clusters Score -5352136 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5352154.500000 Penalty: 5268.951660
	Iteration 21Q: 3 clusters Score -5352154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5352175.500000 Penalty: 5268.951660
	Iteration 22Q: 3 clusters Score -5352176 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5352206.000000 Penalty: 5268.951660
	Iteration 23Q: 3 clusters Score -5352206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5352219.500000 Penalty: 5268.951660
	Iteration 24Q: 3 clusters Score -5352220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5352230.500000 Penalty: 5268.951660
	Iteration 25Q: 3 clusters Score -5352230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5352243.500000 Penalty: 5268.951660
	Iteration 26Q: 3 clusters Score -5352244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5352253.000000 Penalty: 5268.951660
	Iteration 27Q: 3 clusters Score -5352253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5352264.500000 Penalty: 5268.951660
	Iteration 28Q: 3 clusters Score -5352264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5352271.500000 Penalty: 5268.951660
	Iteration 29Q: 3 clusters Score -5352272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5352276.500000 Penalty: 5268.951660
	Iteration 30Q: 3 clusters Score -5352276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5352281.000000 Penalty: 5268.951660
	Iteration 31Q: 3 clusters Score -5352281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5352281.500000 Penalty: 5268.951660
	Iteration 32Q: 3 clusters Score -5352282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5352291.500000 Penalty: 5268.951660
	Iteration 33Q: 3 clusters Score -5352292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5352295.500000 Penalty: 5268.951660
	Iteration 34Q: 3 clusters Score -5352296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5352300.500000 Penalty: 5268.951660
	Iteration 35Q: 3 clusters Score -5352300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5352306.000000 Penalty: 5268.951660
	Iteration 36Q: 3 clusters Score -5352306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5352309.500000 Penalty: 5268.951660
	Iteration 37Q: 3 clusters Score -5352310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5352306.000000 Penalty: 5268.951660
	Iteration 38Q: 3 clusters Score -5352306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5352311.000000 Penalty: 5268.951660
	Iteration 39Q: 3 clusters Score -5352311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5352321.500000 Penalty: 5268.951660
	Iteration 40F: 3 clusters Score -5352322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5352321.000000 Penalty: 5268.951660
	Iteration 41Q: 3 clusters Score -5352321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5352325.000000 Penalty: 5268.951660
	Iteration 42Q: 3 clusters Score -5352325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5352326.500000 Penalty: 5268.951660
	Iteration 43Q: 3 clusters Score -5352326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5352333.500000 Penalty: 5268.951660
	Iteration 44Q: 3 clusters Score -5352334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5352341.000000 Penalty: 5268.951660
	Iteration 45Q: 3 clusters Score -5352341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5352345.500000 Penalty: 5268.951660
	Iteration 46Q: 3 clusters Score -5352346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5352341.500000 Penalty: 5268.951660
	Iteration 47Q: 3 clusters Score -5352342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5352345.500000 Penalty: 5268.951660
	Iteration 48Q: 3 clusters Score -5352346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5352345.000000 Penalty: 5268.951660
	Iteration 49Q: 3 clusters Score -5352345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5352345.500000 Penalty: 5268.951660
	Iteration 50Q: 3 clusters Score -5352346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5352349.000000 Penalty: 5268.951660
	Iteration 51Q: 3 clusters Score -5352349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5352349.000000 Penalty: 5268.951660
	Iteration 52Q: 3 clusters Score -5352349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5352349.000000 Penalty: 5268.951660
	Iteration 53F: 3 clusters Score -5352349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Entering Unmasked Estep 
Score: -3189917.750000 Penalty: 2525.274414
	Iteration 0F: 2 clusters Score -3189918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3171628.250000 Penalty: 5050.548828
	Iteration 0F: 3 clusters Score -3171628 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3178056.750000 Penalty: 5050.548828
	Iteration 1F: 3 clusters Score -3178057 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -3178567.250000 Penalty: 5050.548828
	Iteration 2F: 3 clusters Score -3178567 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3179051.750000 Penalty: 5050.548828
	Iteration 3Q: 3 clusters Score -3179052 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3179501.500000 Penalty: 5050.548828
	Iteration 4Q: 3 clusters Score -3179502 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3179886.000000 Penalty: 5050.548828
	Iteration 5Q: 3 clusters Score -3179886 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3180275.250000 Penalty: 5050.548828
	Iteration 6Q: 3 clusters Score -3180275 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3180671.750000 Penalty: 5050.548828
	Iteration 7Q: 3 clusters Score -3180672 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3181068.500000 Penalty: 5050.548828
	Iteration 8Q: 3 clusters Score -3181068 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3181402.250000 Penalty: 5050.548828
	Iteration 9Q: 3 clusters Score -3181402 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3181723.750000 Penalty: 5050.548828
	Iteration 10Q: 3 clusters Score -3181724 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3182029.250000 Penalty: 5050.548828
	Iteration 11Q: 3 clusters Score -3182029 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3182417.750000 Penalty: 5050.548828
	Iteration 12Q: 3 clusters Score -3182418 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3182772.500000 Penalty: 5050.548828
	Iteration 13Q: 3 clusters Score -3182772 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -3183191.500000 Penalty: 5050.548828
	Iteration 14Q: 3 clusters Score -3183192 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -3183628.250000 Penalty: 5050.548828
	Iteration 15Q: 3 clusters Score -3183628 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3184037.000000 Penalty: 5050.548828
	Iteration 16Q: 3 clusters Score -3184037 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -3184389.000000 Penalty: 5050.548828
	Iteration 17Q: 3 clusters Score -3184389 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3184688.750000 Penalty: 5050.548828
	Iteration 18Q: 3 clusters Score -3184689 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -3184960.500000 Penalty: 5050.548828
	Iteration 19Q: 3 clusters Score -3184960 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -3185194.500000 Penalty: 5050.548828
	Iteration 20F: 3 clusters Score -3185194 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3185394.250000 Penalty: 5050.548828
	Iteration 21Q: 3 clusters Score -3185394 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -3185575.750000 Penalty: 5050.548828
	Iteration 22Q: 3 clusters Score -3185576 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3185745.250000 Penalty: 5050.548828
	Iteration 23Q: 3 clusters Score -3185745 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -3185921.250000 Penalty: 5050.548828
	Iteration 24Q: 3 clusters Score -3185921 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -3186076.750000 Penalty: 5050.548828
	Iteration 25Q: 3 clusters Score -3186077 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -3186241.000000 Penalty: 5050.548828
	Iteration 26Q: 3 clusters Score -3186241 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -3186422.250000 Penalty: 5050.548828
	Iteration 27Q: 3 clusters Score -3186422 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -3186594.250000 Penalty: 5050.548828
	Iteration 28Q: 3 clusters Score -3186594 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3186721.500000 Penalty: 5050.548828
	Iteration 29Q: 3 clusters Score -3186722 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -3186840.500000 Penalty: 5050.548828
	Iteration 30Q: 3 clusters Score -3186840 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -3186991.000000 Penalty: 5050.548828
	Iteration 31Q: 3 clusters Score -3186991 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -3187127.000000 Penalty: 5050.548828
	Iteration 32Q: 3 clusters Score -3187127 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -3187253.250000 Penalty: 5050.548828
	Iteration 33Q: 3 clusters Score -3187253 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -3187353.500000 Penalty: 5050.548828
	Iteration 34Q: 3 clusters Score -3187354 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3187469.750000 Penalty: 5050.548828
	Iteration 35Q: 3 clusters Score -3187470 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -3187588.750000 Penalty: 5050.548828
	Iteration 36Q: 3 clusters Score -3187589 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3187710.500000 Penalty: 5050.548828
	Iteration 37Q: 3 clusters Score -3187710 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -3187829.500000 Penalty: 5050.548828
	Iteration 38Q: 3 clusters Score -3187830 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3187975.250000 Penalty: 5050.548828
	Iteration 39Q: 3 clusters Score -3187975 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -3188109.750000 Penalty: 5050.548828
	Iteration 40F: 3 clusters Score -3188110 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -3188191.500000 Penalty: 5050.548828
	Iteration 41Q: 3 clusters Score -3188192 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -3188264.500000 Penalty: 5050.548828
	Iteration 42Q: 3 clusters Score -3188264 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3188323.750000 Penalty: 5050.548828
	Iteration 43Q: 3 clusters Score -3188324 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -3188379.250000 Penalty: 5050.548828
	Iteration 44Q: 3 clusters Score -3188379 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -3188411.500000 Penalty: 5050.548828
	Iteration 45Q: 3 clusters Score -3188412 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -3188435.000000 Penalty: 5050.548828
	Iteration 46Q: 3 clusters Score -3188435 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3188472.750000 Penalty: 5050.548828
	Iteration 47Q: 3 clusters Score -3188473 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -3188498.500000 Penalty: 5050.548828
	Iteration 48Q: 3 clusters Score -3188498 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -3188524.750000 Penalty: 5050.548828
	Iteration 49Q: 3 clusters Score -3188525 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3188535.000000 Penalty: 5050.548828
	Iteration 50Q: 3 clusters Score -3188535 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -3188554.500000 Penalty: 5050.548828
	Iteration 51Q: 3 clusters Score -3188554 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -3188571.750000 Penalty: 5050.548828
	Iteration 52Q: 3 clusters Score -3188572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -3188579.250000 Penalty: 5050.548828
	Iteration 53Q: 3 clusters Score -3188579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -3188593.500000 Penalty: 5050.548828
	Iteration 54Q: 3 clusters Score -3188594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -3188597.750000 Penalty: 5050.548828
	Iteration 55Q: 3 clusters Score -3188598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -3188598.250000 Penalty: 5050.548828
	Iteration 56Q: 3 clusters Score -3188598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -3188610.500000 Penalty: 5050.548828
	Iteration 57Q: 3 clusters Score -3188610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3188619.250000 Penalty: 5050.548828
	Iteration 58Q: 3 clusters Score -3188619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3188621.750000 Penalty: 5050.548828
	Iteration 59Q: 3 clusters Score -3188622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -3188620.250000 Penalty: 5050.548828
	Iteration 60F: 3 clusters Score -3188620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3188621.000000 Penalty: 5050.548828
	Iteration 61Q: 3 clusters Score -3188621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3188620.750000 Penalty: 5050.548828
	Iteration 62Q: 3 clusters Score -3188621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3188623.750000 Penalty: 5050.548828
	Iteration 63Q: 3 clusters Score -3188624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -3188625.250000 Penalty: 5050.548828
	Iteration 64Q: 3 clusters Score -3188625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3188630.750000 Penalty: 5050.548828
	Iteration 65Q: 3 clusters Score -3188631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -3188632.750000 Penalty: 5050.548828
	Iteration 66Q: 3 clusters Score -3188633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3188631.750000 Penalty: 5050.548828
	Iteration 67Q: 3 clusters Score -3188632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -3188637.000000 Penalty: 5050.548828
	Iteration 68Q: 3 clusters Score -3188637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -3188637.000000 Penalty: 5050.548828
	Iteration 69F: 3 clusters Score -3188637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Entering Unmasked Estep 
Score: -2622726.500000 Penalty: 2453.722656
	Iteration 0F: 2 clusters Score -2622726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2608875.500000 Penalty: 4907.445312
	Iteration 0F: 3 clusters Score -2608876 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2613360.250000 Penalty: 4907.445312
	Iteration 1F: 3 clusters Score -2613360 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2613826.500000 Penalty: 4907.445312
	Iteration 2F: 3 clusters Score -2613826 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2614263.500000 Penalty: 4907.445312
	Iteration 3F: 3 clusters Score -2614264 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2614721.750000 Penalty: 4907.445312
	Iteration 4Q: 3 clusters Score -2614722 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2615232.500000 Penalty: 4907.445312
	Iteration 5Q: 3 clusters Score -2615232 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2615870.250000 Penalty: 4907.445312
	Iteration 6F: 3 clusters Score -2615870 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2616649.750000 Penalty: 4907.445312
	Iteration 7F: 3 clusters Score -2616650 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2617444.750000 Penalty: 4907.445312
	Iteration 8F: 3 clusters Score -2617445 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2618328.000000 Penalty: 4907.445312
	Iteration 9F: 3 clusters Score -2618328 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2619100.500000 Penalty: 4907.445312
	Iteration 10Q: 3 clusters Score -2619100 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2619601.750000 Penalty: 4907.445312
	Iteration 11Q: 3 clusters Score -2619602 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2619934.250000 Penalty: 4907.445312
	Iteration 12Q: 3 clusters Score -2619934 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2620136.500000 Penalty: 4907.445312
	Iteration 13Q: 3 clusters Score -2620136 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2620281.000000 Penalty: 4907.445312
	Iteration 14Q: 3 clusters Score -2620281 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2620382.250000 Penalty: 4907.445312
	Iteration 15Q: 3 clusters Score -2620382 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2620428.500000 Penalty: 4907.445312
	Iteration 16Q: 3 clusters Score -2620428 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2620478.750000 Penalty: 4907.445312
	Iteration 17Q: 3 clusters Score -2620479 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2620522.750000 Penalty: 4907.445312
	Iteration 18Q: 3 clusters Score -2620523 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2620563.500000 Penalty: 4907.445312
	Iteration 19Q: 3 clusters Score -2620564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2620589.000000 Penalty: 4907.445312
	Iteration 20F: 3 clusters Score -2620589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2620611.750000 Penalty: 4907.445312
	Iteration 21Q: 3 clusters Score -2620612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2620633.500000 Penalty: 4907.445312
	Iteration 22Q: 3 clusters Score -2620634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2620646.250000 Penalty: 4907.445312
	Iteration 23Q: 3 clusters Score -2620646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2620659.750000 Penalty: 4907.445312
	Iteration 24Q: 3 clusters Score -2620660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2620666.750000 Penalty: 4907.445312
	Iteration 25Q: 3 clusters Score -2620667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2620674.750000 Penalty: 4907.445312
	Iteration 26Q: 3 clusters Score -2620675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2620678.750000 Penalty: 4907.445312
	Iteration 27Q: 3 clusters Score -2620679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2620683.000000 Penalty: 4907.445312
	Iteration 28Q: 3 clusters Score -2620683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2620684.250000 Penalty: 4907.445312
	Iteration 29Q: 3 clusters Score -2620684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2620687.250000 Penalty: 4907.445312
	Iteration 30Q: 3 clusters Score -2620687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2620689.750000 Penalty: 4907.445312
	Iteration 31Q: 3 clusters Score -2620690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2620695.500000 Penalty: 4907.445312
	Iteration 32Q: 3 clusters Score -2620696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2620694.500000 Penalty: 4907.445312
	Iteration 33Q: 3 clusters Score -2620694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2620693.250000 Penalty: 4907.445312
	Iteration 34Q: 3 clusters Score -2620693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2620694.000000 Penalty: 4907.445312
	Iteration 35Q: 3 clusters Score -2620694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2620696.250000 Penalty: 4907.445312
	Iteration 36Q: 3 clusters Score -2620696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2620701.500000 Penalty: 4907.445312
	Iteration 37Q: 3 clusters Score -2620702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2620707.000000 Penalty: 4907.445312
	Iteration 38Q: 3 clusters Score -2620707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2620707.750000 Penalty: 4907.445312
	Iteration 39Q: 3 clusters Score -2620708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2620710.500000 Penalty: 4907.445312
	Iteration 40F: 3 clusters Score -2620710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2620711.000000 Penalty: 4907.445312
	Iteration 41Q: 3 clusters Score -2620711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2620711.000000 Penalty: 4907.445312
	Iteration 42F: 3 clusters Score -2620711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (276918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276918 members 
Entering Unmasked Estep 
Score: -36020652.000000 Penalty: 3107.806396
	Iteration 0F: 2 clusters Score -3.602065e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138000 members 
Mstep: Class 2 contains 138918 members 
Entering Unmasked Estep 
Score: -35849000.000000 Penalty: 6215.612793
	Iteration 0F: 3 clusters Score -3.5849e+07 nChanged 134083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127697 members 
Mstep: Class 2 contains 149221 members 
Entering Unmasked Estep 
Score: -35929528.000000 Penalty: 6215.612793
	Iteration 1F: 3 clusters Score -3.592953e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121030 members 
Mstep: Class 2 contains 155888 members 
Entering Unmasked Estep 
Score: -35931536.000000 Penalty: 6215.612793
	Iteration 2Q: 3 clusters Score -3.593154e+07 nChanged 11453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110729 members 
Mstep: Class 2 contains 166189 members 
Entering Unmasked Estep 
Score: -35935816.000000 Penalty: 6215.612793
	Iteration 3Q: 3 clusters Score -3.593582e+07 nChanged 15699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95586 members 
Mstep: Class 2 contains 181332 members 
Entering Unmasked Estep 
Score: -35943328.000000 Penalty: 6215.612793
	Iteration 4F: 3 clusters Score -3.594333e+07 nChanged 20710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75064 members 
Mstep: Class 2 contains 201854 members 
Entering Unmasked Estep 
Score: -35955608.000000 Penalty: 6215.612793
	Iteration 5F: 3 clusters Score -3.595561e+07 nChanged 24208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 225996 members 
Entering Unmasked Estep 
Score: -35972592.000000 Penalty: 6215.612793
	Iteration 6F: 3 clusters Score -3.597259e+07 nChanged 22687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 248671 members 
Entering Unmasked Estep 
Score: -35990884.000000 Penalty: 6215.612793
	Iteration 7F: 3 clusters Score -3.599088e+07 nChanged 15903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 264572 members 
Entering Unmasked Estep 
Score: -36005060.000000 Penalty: 6215.612793
	Iteration 8F: 3 clusters Score -3.600506e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 272590 members 
Entering Unmasked Estep 
Score: -36013172.000000 Penalty: 6215.612793
	Iteration 9Q: 3 clusters Score -3.601317e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 275493 members 
Entering Unmasked Estep 
Score: -36016168.000000 Penalty: 6215.612793
	Iteration 10Q: 3 clusters Score -3.601617e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 276346 members 
Entering Unmasked Estep 
Score: -36017256.000000 Penalty: 6215.612793
	Iteration 11Q: 3 clusters Score -3.601726e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 276575 members 
Entering Unmasked Estep 
Score: -36017648.000000 Penalty: 6215.612793
	Iteration 12Q: 3 clusters Score -3.601765e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 276625 members 
Entering Unmasked Estep 
Score: -36017760.000000 Penalty: 6215.612793
	Iteration 13Q: 3 clusters Score -3.601776e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 276645 members 
Entering Unmasked Estep 
Score: -36017804.000000 Penalty: 6215.612793
	Iteration 14Q: 3 clusters Score -3.60178e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 276656 members 
Entering Unmasked Estep 
Score: -36017848.000000 Penalty: 6215.612793
	Iteration 15Q: 3 clusters Score -3.601785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 276659 members 
Entering Unmasked Estep 
Score: -36017872.000000 Penalty: 6215.612793
	Iteration 16Q: 3 clusters Score -3.601787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 276661 members 
Entering Unmasked Estep 
Score: -36017856.000000 Penalty: 6215.612793
	Iteration 17Q: 3 clusters Score -3.601786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 276664 members 
Entering Unmasked Estep 
Score: -36017876.000000 Penalty: 6215.612793
	Iteration 18Q: 3 clusters Score -3.601788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 276664 members 
Entering Unmasked Estep 
Score: -36017908.000000 Penalty: 6215.612793
	Iteration 19Q: 3 clusters Score -3.601791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 276665 members 
Entering Unmasked Estep 
Score: -36017916.000000 Penalty: 6215.612793
	Iteration 20F: 3 clusters Score -3.601792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 276667 members 
Entering Unmasked Estep 
Score: -36017912.000000 Penalty: 6215.612793
	Iteration 21Q: 3 clusters Score -3.601791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 276669 members 
Entering Unmasked Estep 
Score: -36017888.000000 Penalty: 6215.612793
	Iteration 22Q: 3 clusters Score -3.601789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 276669 members 
Entering Unmasked Estep 
Score: -36017888.000000 Penalty: 6215.612793
	Iteration 23F: 3 clusters Score -3.601789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Entering Unmasked Estep 
Score: -5159379.500000 Penalty: 2629.972168
	Iteration 0F: 2 clusters Score -5159380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -5131902.000000 Penalty: 5259.944336
	Iteration 0F: 3 clusters Score -5131902 nChanged 18559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -5142130.000000 Penalty: 5259.944336
	Iteration 1F: 3 clusters Score -5142130 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -5142801.000000 Penalty: 5259.944336
	Iteration 2Q: 3 clusters Score -5142801 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -5143720.000000 Penalty: 5259.944336
	Iteration 3Q: 3 clusters Score -5143720 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -5144972.500000 Penalty: 5259.944336
	Iteration 4F: 3 clusters Score -5144972 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -5146726.500000 Penalty: 5259.944336
	Iteration 5F: 3 clusters Score -5146726 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -5148758.500000 Penalty: 5259.944336
	Iteration 6F: 3 clusters Score -5148758 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -5150765.000000 Penalty: 5259.944336
	Iteration 7F: 3 clusters Score -5150765 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -5152665.500000 Penalty: 5259.944336
	Iteration 8F: 3 clusters Score -5152666 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -5154199.500000 Penalty: 5259.944336
	Iteration 9Q: 3 clusters Score -5154200 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -5155225.500000 Penalty: 5259.944336
	Iteration 10Q: 3 clusters Score -5155226 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -5155904.500000 Penalty: 5259.944336
	Iteration 11Q: 3 clusters Score -5155904 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -5156383.500000 Penalty: 5259.944336
	Iteration 12Q: 3 clusters Score -5156384 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -5156694.500000 Penalty: 5259.944336
	Iteration 13Q: 3 clusters Score -5156694 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -5156896.000000 Penalty: 5259.944336
	Iteration 14Q: 3 clusters Score -5156896 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -5157053.000000 Penalty: 5259.944336
	Iteration 15Q: 3 clusters Score -5157053 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -5157161.000000 Penalty: 5259.944336
	Iteration 16Q: 3 clusters Score -5157161 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -5157254.000000 Penalty: 5259.944336
	Iteration 17Q: 3 clusters Score -5157254 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -5157310.500000 Penalty: 5259.944336
	Iteration 18Q: 3 clusters Score -5157310 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -5157348.500000 Penalty: 5259.944336
	Iteration 19Q: 3 clusters Score -5157348 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -5157375.500000 Penalty: 5259.944336
	Iteration 20F: 3 clusters Score -5157376 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -5157402.000000 Penalty: 5259.944336
	Iteration 21Q: 3 clusters Score -5157402 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -5157421.500000 Penalty: 5259.944336
	Iteration 22Q: 3 clusters Score -5157422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -5157435.500000 Penalty: 5259.944336
	Iteration 23Q: 3 clusters Score -5157436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -5157452.000000 Penalty: 5259.944336
	Iteration 24Q: 3 clusters Score -5157452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -5157460.000000 Penalty: 5259.944336
	Iteration 25Q: 3 clusters Score -5157460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -5157464.500000 Penalty: 5259.944336
	Iteration 26Q: 3 clusters Score -5157464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -5157478.500000 Penalty: 5259.944336
	Iteration 27Q: 3 clusters Score -5157478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -5157480.500000 Penalty: 5259.944336
	Iteration 28Q: 3 clusters Score -5157480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -5157485.500000 Penalty: 5259.944336
	Iteration 29Q: 3 clusters Score -5157486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -5157495.500000 Penalty: 5259.944336
	Iteration 30Q: 3 clusters Score -5157496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -5157504.500000 Penalty: 5259.944336
	Iteration 31Q: 3 clusters Score -5157504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -5157510.000000 Penalty: 5259.944336
	Iteration 32Q: 3 clusters Score -5157510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -5157522.000000 Penalty: 5259.944336
	Iteration 33Q: 3 clusters Score -5157522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -5157525.000000 Penalty: 5259.944336
	Iteration 34Q: 3 clusters Score -5157525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -5157540.500000 Penalty: 5259.944336
	Iteration 35Q: 3 clusters Score -5157540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -5157544.000000 Penalty: 5259.944336
	Iteration 36Q: 3 clusters Score -5157544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -5157546.500000 Penalty: 5259.944336
	Iteration 37Q: 3 clusters Score -5157546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -5157554.000000 Penalty: 5259.944336
	Iteration 38Q: 3 clusters Score -5157554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -5157555.500000 Penalty: 5259.944336
	Iteration 39Q: 3 clusters Score -5157556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -5157556.000000 Penalty: 5259.944336
	Iteration 40F: 3 clusters Score -5157556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -5157549.500000 Penalty: 5259.944336
	Iteration 41Q: 3 clusters Score -5157550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -5157548.000000 Penalty: 5259.944336
	Iteration 42Q: 3 clusters Score -5157548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -5157556.000000 Penalty: 5259.944336
	Iteration 43Q: 3 clusters Score -5157556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -5157551.500000 Penalty: 5259.944336
	Iteration 44Q: 3 clusters Score -5157552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -5157553.000000 Penalty: 5259.944336
	Iteration 45Q: 3 clusters Score -5157553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -5157561.000000 Penalty: 5259.944336
	Iteration 46Q: 3 clusters Score -5157561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -5157568.000000 Penalty: 5259.944336
	Iteration 47Q: 3 clusters Score -5157568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -5157572.000000 Penalty: 5259.944336
	Iteration 48Q: 3 clusters Score -5157572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -5157570.500000 Penalty: 5259.944336
	Iteration 49Q: 3 clusters Score -5157570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -5157573.500000 Penalty: 5259.944336
	Iteration 50Q: 3 clusters Score -5157574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -5157579.500000 Penalty: 5259.944336
	Iteration 51Q: 3 clusters Score -5157580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -5157582.000000 Penalty: 5259.944336
	Iteration 52Q: 3 clusters Score -5157582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -5157585.500000 Penalty: 5259.944336
	Iteration 53Q: 3 clusters Score -5157586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -5157595.000000 Penalty: 5259.944336
	Iteration 54Q: 3 clusters Score -5157595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -5157596.500000 Penalty: 5259.944336
	Iteration 55Q: 3 clusters Score -5157596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -5157602.000000 Penalty: 5259.944336
	Iteration 56Q: 3 clusters Score -5157602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -5157608.000000 Penalty: 5259.944336
	Iteration 57Q: 3 clusters Score -5157608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -5157607.500000 Penalty: 5259.944336
	Iteration 58Q: 3 clusters Score -5157608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -5157617.500000 Penalty: 5259.944336
	Iteration 59Q: 3 clusters Score -5157618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -5157625.000000 Penalty: 5259.944336
	Iteration 60F: 3 clusters Score -5157625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -5157638.000000 Penalty: 5259.944336
	Iteration 61Q: 3 clusters Score -5157638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -5157635.500000 Penalty: 5259.944336
	Iteration 62Q: 3 clusters Score -5157636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -5157643.000000 Penalty: 5259.944336
	Iteration 63Q: 3 clusters Score -5157643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -5157638.000000 Penalty: 5259.944336
	Iteration 64Q: 3 clusters Score -5157638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -5157642.500000 Penalty: 5259.944336
	Iteration 65Q: 3 clusters Score -5157642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -5157640.000000 Penalty: 5259.944336
	Iteration 66Q: 3 clusters Score -5157640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -5157643.500000 Penalty: 5259.944336
	Iteration 67Q: 3 clusters Score -5157644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -5157640.500000 Penalty: 5259.944336
	Iteration 68Q: 3 clusters Score -5157640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -5157640.500000 Penalty: 5259.944336
	Iteration 69Q: 3 clusters Score -5157640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -5157642.000000 Penalty: 5259.944336
	Iteration 70Q: 3 clusters Score -5157642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -5157648.500000 Penalty: 5259.944336
	Iteration 71Q: 3 clusters Score -5157648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -5157639.000000 Penalty: 5259.944336
	Iteration 72Q: 3 clusters Score -5157639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -5157640.000000 Penalty: 5259.944336
	Iteration 73Q: 3 clusters Score -5157640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -5157643.000000 Penalty: 5259.944336
	Iteration 74Q: 3 clusters Score -5157643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -5157642.000000 Penalty: 5259.944336
	Iteration 75Q: 3 clusters Score -5157642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -5157640.500000 Penalty: 5259.944336
	Iteration 76Q: 3 clusters Score -5157640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -5157642.000000 Penalty: 5259.944336
	Iteration 77Q: 3 clusters Score -5157642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -5157638.000000 Penalty: 5259.944336
	Iteration 78Q: 3 clusters Score -5157638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -5157638.000000 Penalty: 5259.944336
	Iteration 79F: 3 clusters Score -5157638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -156579.468750 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -156579.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -154477.296875 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -154477.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -155074.328125 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -155074.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -155393.468750 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -155393.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -155590.859375 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -155590.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -155721.515625 Penalty: 3576.565918
	Iteration 4F: 3 clusters Score -155721.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -155790.796875 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -155790.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -155840.187500 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -155840.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -155896.500000 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -155896.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -155939.906250 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -155939.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -155973.078125 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -155973.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -156004.203125 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -156004.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -156018.765625 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -156018.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -156033.390625 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -156033.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -156054.265625 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -156054.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -156074.546875 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -156074.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -156083.718750 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -156083.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -156093.906250 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -156093.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -156101.343750 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -156101.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -156114.015625 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -156114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -156119.109375 Penalty: 3576.565918
	Iteration 19Q: 3 clusters Score -156119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -156125.671875 Penalty: 3576.565918
	Iteration 20F: 3 clusters Score -156125.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -156129.718750 Penalty: 3576.565918
	Iteration 21Q: 3 clusters Score -156129.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -156132.031250 Penalty: 3576.565918
	Iteration 22Q: 3 clusters Score -156132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -156132.031250 Penalty: 3576.565918
	Iteration 23F: 3 clusters Score -156132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Entering Unmasked Estep 
Score: -717714.500000 Penalty: 2166.968018
	Iteration 0F: 2 clusters Score -717714.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -712495.000000 Penalty: 4333.936035
	Iteration 0F: 3 clusters Score -712495 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -713842.187500 Penalty: 4333.936035
	Iteration 1F: 3 clusters Score -713842.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -714107.000000 Penalty: 4333.936035
	Iteration 2F: 3 clusters Score -714107 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -714286.250000 Penalty: 4333.936035
	Iteration 3F: 3 clusters Score -714286.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -714445.000000 Penalty: 4333.936035
	Iteration 4Q: 3 clusters Score -714445 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -714545.375000 Penalty: 4333.936035
	Iteration 5Q: 3 clusters Score -714545.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -714642.375000 Penalty: 4333.936035
	Iteration 6Q: 3 clusters Score -714642.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -714727.875000 Penalty: 4333.936035
	Iteration 7Q: 3 clusters Score -714727.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -714801.000000 Penalty: 4333.936035
	Iteration 8Q: 3 clusters Score -714801 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -714880.250000 Penalty: 4333.936035
	Iteration 9Q: 3 clusters Score -714880.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -714954.937500 Penalty: 4333.936035
	Iteration 10Q: 3 clusters Score -714954.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -715023.687500 Penalty: 4333.936035
	Iteration 11Q: 3 clusters Score -715023.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -715077.625000 Penalty: 4333.936035
	Iteration 12Q: 3 clusters Score -715077.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -715130.312500 Penalty: 4333.936035
	Iteration 13Q: 3 clusters Score -715130.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -715171.000000 Penalty: 4333.936035
	Iteration 14Q: 3 clusters Score -715171 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -715206.375000 Penalty: 4333.936035
	Iteration 15Q: 3 clusters Score -715206.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -715237.062500 Penalty: 4333.936035
	Iteration 16Q: 3 clusters Score -715237.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -715279.625000 Penalty: 4333.936035
	Iteration 17Q: 3 clusters Score -715279.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -715320.937500 Penalty: 4333.936035
	Iteration 18Q: 3 clusters Score -715320.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -715349.437500 Penalty: 4333.936035
	Iteration 19Q: 3 clusters Score -715349.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -715374.125000 Penalty: 4333.936035
	Iteration 20F: 3 clusters Score -715374.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -715392.812500 Penalty: 4333.936035
	Iteration 21Q: 3 clusters Score -715392.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -715404.187500 Penalty: 4333.936035
	Iteration 22Q: 3 clusters Score -715404.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -715416.062500 Penalty: 4333.936035
	Iteration 23Q: 3 clusters Score -715416.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -715426.937500 Penalty: 4333.936035
	Iteration 24Q: 3 clusters Score -715426.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -715439.750000 Penalty: 4333.936035
	Iteration 25Q: 3 clusters Score -715439.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -715450.312500 Penalty: 4333.936035
	Iteration 26Q: 3 clusters Score -715450.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -715459.437500 Penalty: 4333.936035
	Iteration 27Q: 3 clusters Score -715459.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -715471.750000 Penalty: 4333.936035
	Iteration 28Q: 3 clusters Score -715471.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -715484.437500 Penalty: 4333.936035
	Iteration 29Q: 3 clusters Score -715484.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -715492.500000 Penalty: 4333.936035
	Iteration 30Q: 3 clusters Score -715492.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -715504.500000 Penalty: 4333.936035
	Iteration 31Q: 3 clusters Score -715504.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -715514.375000 Penalty: 4333.936035
	Iteration 32Q: 3 clusters Score -715514.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -715524.125000 Penalty: 4333.936035
	Iteration 33Q: 3 clusters Score -715524.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -715535.687500 Penalty: 4333.936035
	Iteration 34Q: 3 clusters Score -715535.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -715545.687500 Penalty: 4333.936035
	Iteration 35Q: 3 clusters Score -715545.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -715557.750000 Penalty: 4333.936035
	Iteration 36Q: 3 clusters Score -715557.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -715564.937500 Penalty: 4333.936035
	Iteration 37Q: 3 clusters Score -715564.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -715576.312500 Penalty: 4333.936035
	Iteration 38Q: 3 clusters Score -715576.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -715585.312500 Penalty: 4333.936035
	Iteration 39Q: 3 clusters Score -715585.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -715591.812500 Penalty: 4333.936035
	Iteration 40F: 3 clusters Score -715591.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -715597.000000 Penalty: 4333.936035
	Iteration 41Q: 3 clusters Score -715597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -715601.312500 Penalty: 4333.936035
	Iteration 42Q: 3 clusters Score -715601.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -715607.937500 Penalty: 4333.936035
	Iteration 43Q: 3 clusters Score -715607.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -715611.812500 Penalty: 4333.936035
	Iteration 44Q: 3 clusters Score -715611.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -715614.000000 Penalty: 4333.936035
	Iteration 45Q: 3 clusters Score -715614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -715618.562500 Penalty: 4333.936035
	Iteration 46Q: 3 clusters Score -715618.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -715622.687500 Penalty: 4333.936035
	Iteration 47Q: 3 clusters Score -715622.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -715627.437500 Penalty: 4333.936035
	Iteration 48Q: 3 clusters Score -715627.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -715632.437500 Penalty: 4333.936035
	Iteration 49Q: 3 clusters Score -715632.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -715638.375000 Penalty: 4333.936035
	Iteration 50Q: 3 clusters Score -715638.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -715643.250000 Penalty: 4333.936035
	Iteration 51Q: 3 clusters Score -715643.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -715645.500000 Penalty: 4333.936035
	Iteration 52Q: 3 clusters Score -715645.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -715651.375000 Penalty: 4333.936035
	Iteration 53Q: 3 clusters Score -715651.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -715658.812500 Penalty: 4333.936035
	Iteration 54Q: 3 clusters Score -715658.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -715665.812500 Penalty: 4333.936035
	Iteration 55Q: 3 clusters Score -715665.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -715672.750000 Penalty: 4333.936035
	Iteration 56Q: 3 clusters Score -715672.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -715680.187500 Penalty: 4333.936035
	Iteration 57Q: 3 clusters Score -715680.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -715689.125000 Penalty: 4333.936035
	Iteration 58Q: 3 clusters Score -715689.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -715699.375000 Penalty: 4333.936035
	Iteration 59Q: 3 clusters Score -715699.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -715709.437500 Penalty: 4333.936035
	Iteration 60F: 3 clusters Score -715709.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -715720.187500 Penalty: 4333.936035
	Iteration 61Q: 3 clusters Score -715720.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -715736.687500 Penalty: 4333.936035
	Iteration 62Q: 3 clusters Score -715736.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -715751.062500 Penalty: 4333.936035
	Iteration 63Q: 3 clusters Score -715751.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -715767.375000 Penalty: 4333.936035
	Iteration 64Q: 3 clusters Score -715767.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -715791.375000 Penalty: 4333.936035
	Iteration 65Q: 3 clusters Score -715791.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -715807.875000 Penalty: 4333.936035
	Iteration 66Q: 3 clusters Score -715807.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -715820.750000 Penalty: 4333.936035
	Iteration 67Q: 3 clusters Score -715820.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -715836.750000 Penalty: 4333.936035
	Iteration 68Q: 3 clusters Score -715836.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -715854.625000 Penalty: 4333.936035
	Iteration 69Q: 3 clusters Score -715854.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -715874.437500 Penalty: 4333.936035
	Iteration 70Q: 3 clusters Score -715874.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -715890.937500 Penalty: 4333.936035
	Iteration 71Q: 3 clusters Score -715890.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -715907.937500 Penalty: 4333.936035
	Iteration 72Q: 3 clusters Score -715907.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -715927.750000 Penalty: 4333.936035
	Iteration 73Q: 3 clusters Score -715927.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -715942.750000 Penalty: 4333.936035
	Iteration 74Q: 3 clusters Score -715942.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -715956.000000 Penalty: 4333.936035
	Iteration 75Q: 3 clusters Score -715956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -715968.937500 Penalty: 4333.936035
	Iteration 76Q: 3 clusters Score -715968.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -715976.437500 Penalty: 4333.936035
	Iteration 77Q: 3 clusters Score -715976.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -715983.187500 Penalty: 4333.936035
	Iteration 78Q: 3 clusters Score -715983.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -715985.125000 Penalty: 4333.936035
	Iteration 79Q: 3 clusters Score -715985.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -715986.187500 Penalty: 4333.936035
	Iteration 80F: 3 clusters Score -715986.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -715987.937500 Penalty: 4333.936035
	Iteration 81Q: 3 clusters Score -715987.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -715990.875000 Penalty: 4333.936035
	Iteration 82Q: 3 clusters Score -715990.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -715990.125000 Penalty: 4333.936035
	Iteration 83Q: 3 clusters Score -715990.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -715991.500000 Penalty: 4333.936035
	Iteration 84Q: 3 clusters Score -715991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -715991.187500 Penalty: 4333.936035
	Iteration 85Q: 3 clusters Score -715991.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -715992.000000 Penalty: 4333.936035
	Iteration 86Q: 3 clusters Score -715992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -715993.937500 Penalty: 4333.936035
	Iteration 87Q: 3 clusters Score -715993.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -715994.062500 Penalty: 4333.936035
	Iteration 88Q: 3 clusters Score -715994.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -715993.000000 Penalty: 4333.936035
	Iteration 89Q: 3 clusters Score -715993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -715994.375000 Penalty: 4333.936035
	Iteration 90Q: 3 clusters Score -715994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -715994.250000 Penalty: 4333.936035
	Iteration 91Q: 3 clusters Score -715994.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -715995.125000 Penalty: 4333.936035
	Iteration 92Q: 3 clusters Score -715995.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -715996.812500 Penalty: 4333.936035
	Iteration 93Q: 3 clusters Score -715996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -715997.437500 Penalty: 4333.936035
	Iteration 94Q: 3 clusters Score -715997.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -715997.875000 Penalty: 4333.936035
	Iteration 95Q: 3 clusters Score -715997.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -715999.625000 Penalty: 4333.936035
	Iteration 96Q: 3 clusters Score -715999.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -716001.437500 Penalty: 4333.936035
	Iteration 97Q: 3 clusters Score -716001.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -716005.437500 Penalty: 4333.936035
	Iteration 98Q: 3 clusters Score -716005.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -716010.187500 Penalty: 4333.936035
	Iteration 99Q: 3 clusters Score -716010.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -716015.812500 Penalty: 4333.936035
	Iteration 100F: 3 clusters Score -716015.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -716021.437500 Penalty: 4333.936035
	Iteration 101Q: 3 clusters Score -716021.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -716024.500000 Penalty: 4333.936035
	Iteration 102Q: 3 clusters Score -716024.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -716026.437500 Penalty: 4333.936035
	Iteration 103Q: 3 clusters Score -716026.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -716031.000000 Penalty: 4333.936035
	Iteration 104Q: 3 clusters Score -716031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -716035.250000 Penalty: 4333.936035
	Iteration 105Q: 3 clusters Score -716035.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -716038.125000 Penalty: 4333.936035
	Iteration 106Q: 3 clusters Score -716038.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -716041.500000 Penalty: 4333.936035
	Iteration 107Q: 3 clusters Score -716041.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -716045.000000 Penalty: 4333.936035
	Iteration 108Q: 3 clusters Score -716045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -716047.312500 Penalty: 4333.936035
	Iteration 109Q: 3 clusters Score -716047.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -716049.000000 Penalty: 4333.936035
	Iteration 110Q: 3 clusters Score -716049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -716050.125000 Penalty: 4333.936035
	Iteration 111Q: 3 clusters Score -716050.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -716052.812500 Penalty: 4333.936035
	Iteration 112Q: 3 clusters Score -716052.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -716054.375000 Penalty: 4333.936035
	Iteration 113Q: 3 clusters Score -716054.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -716059.812500 Penalty: 4333.936035
	Iteration 114Q: 3 clusters Score -716059.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -716064.375000 Penalty: 4333.936035
	Iteration 115Q: 3 clusters Score -716064.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -716066.125000 Penalty: 4333.936035
	Iteration 116Q: 3 clusters Score -716066.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -716067.500000 Penalty: 4333.936035
	Iteration 117Q: 3 clusters Score -716067.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -716068.437500 Penalty: 4333.936035
	Iteration 118Q: 3 clusters Score -716068.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -716071.062500 Penalty: 4333.936035
	Iteration 119Q: 3 clusters Score -716071.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -716071.812500 Penalty: 4333.936035
	Iteration 120F: 3 clusters Score -716071.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -716072.250000 Penalty: 4333.936035
	Iteration 121Q: 3 clusters Score -716072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -716073.937500 Penalty: 4333.936035
	Iteration 122Q: 3 clusters Score -716073.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -716075.062500 Penalty: 4333.936035
	Iteration 123Q: 3 clusters Score -716075.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -716075.875000 Penalty: 4333.936035
	Iteration 124Q: 3 clusters Score -716075.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -716077.187500 Penalty: 4333.936035
	Iteration 125Q: 3 clusters Score -716077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -716079.125000 Penalty: 4333.936035
	Iteration 126Q: 3 clusters Score -716079.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -716078.437500 Penalty: 4333.936035
	Iteration 127Q: 3 clusters Score -716078.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -716078.437500 Penalty: 4333.936035
	Iteration 128F: 3 clusters Score -716078.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Entering Unmasked Estep 
Score: -726408.500000 Penalty: 2148.687012
	Iteration 0F: 2 clusters Score -726408.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -721441.125000 Penalty: 4297.374023
	Iteration 0F: 3 clusters Score -721441.1 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -722625.625000 Penalty: 4297.374023
	Iteration 1F: 3 clusters Score -722625.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -722868.187500 Penalty: 4297.374023
	Iteration 2F: 3 clusters Score -722868.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -723050.375000 Penalty: 4297.374023
	Iteration 3Q: 3 clusters Score -723050.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -723249.562500 Penalty: 4297.374023
	Iteration 4Q: 3 clusters Score -723249.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -723451.687500 Penalty: 4297.374023
	Iteration 5Q: 3 clusters Score -723451.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -723629.437500 Penalty: 4297.374023
	Iteration 6Q: 3 clusters Score -723629.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -723776.875000 Penalty: 4297.374023
	Iteration 7Q: 3 clusters Score -723776.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -723909.437500 Penalty: 4297.374023
	Iteration 8Q: 3 clusters Score -723909.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -724037.687500 Penalty: 4297.374023
	Iteration 9Q: 3 clusters Score -724037.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -724160.312500 Penalty: 4297.374023
	Iteration 10Q: 3 clusters Score -724160.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -724266.000000 Penalty: 4297.374023
	Iteration 11Q: 3 clusters Score -724266 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -724362.062500 Penalty: 4297.374023
	Iteration 12Q: 3 clusters Score -724362.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -724451.750000 Penalty: 4297.374023
	Iteration 13Q: 3 clusters Score -724451.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -724521.750000 Penalty: 4297.374023
	Iteration 14Q: 3 clusters Score -724521.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -724576.750000 Penalty: 4297.374023
	Iteration 15Q: 3 clusters Score -724576.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -724628.000000 Penalty: 4297.374023
	Iteration 16Q: 3 clusters Score -724628 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -724683.312500 Penalty: 4297.374023
	Iteration 17Q: 3 clusters Score -724683.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -724725.125000 Penalty: 4297.374023
	Iteration 18Q: 3 clusters Score -724725.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -724761.312500 Penalty: 4297.374023
	Iteration 19Q: 3 clusters Score -724761.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -724790.750000 Penalty: 4297.374023
	Iteration 20F: 3 clusters Score -724790.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -724827.312500 Penalty: 4297.374023
	Iteration 21Q: 3 clusters Score -724827.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -724862.125000 Penalty: 4297.374023
	Iteration 22Q: 3 clusters Score -724862.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -724888.937500 Penalty: 4297.374023
	Iteration 23Q: 3 clusters Score -724888.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -724915.000000 Penalty: 4297.374023
	Iteration 24Q: 3 clusters Score -724915 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -724935.562500 Penalty: 4297.374023
	Iteration 25Q: 3 clusters Score -724935.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -724954.625000 Penalty: 4297.374023
	Iteration 26Q: 3 clusters Score -724954.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -724974.812500 Penalty: 4297.374023
	Iteration 27Q: 3 clusters Score -724974.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -724995.437500 Penalty: 4297.374023
	Iteration 28Q: 3 clusters Score -724995.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -725012.687500 Penalty: 4297.374023
	Iteration 29Q: 3 clusters Score -725012.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -725022.312500 Penalty: 4297.374023
	Iteration 30Q: 3 clusters Score -725022.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -725032.375000 Penalty: 4297.374023
	Iteration 31Q: 3 clusters Score -725032.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -725037.500000 Penalty: 4297.374023
	Iteration 32Q: 3 clusters Score -725037.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -725043.000000 Penalty: 4297.374023
	Iteration 33Q: 3 clusters Score -725043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -725050.187500 Penalty: 4297.374023
	Iteration 34Q: 3 clusters Score -725050.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -725054.437500 Penalty: 4297.374023
	Iteration 35Q: 3 clusters Score -725054.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -725064.750000 Penalty: 4297.374023
	Iteration 36Q: 3 clusters Score -725064.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -725078.062500 Penalty: 4297.374023
	Iteration 37Q: 3 clusters Score -725078.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -725085.437500 Penalty: 4297.374023
	Iteration 38Q: 3 clusters Score -725085.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -725089.125000 Penalty: 4297.374023
	Iteration 39Q: 3 clusters Score -725089.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -725090.625000 Penalty: 4297.374023
	Iteration 40F: 3 clusters Score -725090.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -725095.312500 Penalty: 4297.374023
	Iteration 41Q: 3 clusters Score -725095.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -725094.562500 Penalty: 4297.374023
	Iteration 42Q: 3 clusters Score -725094.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -725097.250000 Penalty: 4297.374023
	Iteration 43Q: 3 clusters Score -725097.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -725097.375000 Penalty: 4297.374023
	Iteration 44Q: 3 clusters Score -725097.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -725097.062500 Penalty: 4297.374023
	Iteration 45Q: 3 clusters Score -725097.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -725097.875000 Penalty: 4297.374023
	Iteration 46Q: 3 clusters Score -725097.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -725097.500000 Penalty: 4297.374023
	Iteration 47Q: 3 clusters Score -725097.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -725098.062500 Penalty: 4297.374023
	Iteration 48Q: 3 clusters Score -725098.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -725099.187500 Penalty: 4297.374023
	Iteration 49Q: 3 clusters Score -725099.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -725100.687500 Penalty: 4297.374023
	Iteration 50Q: 3 clusters Score -725100.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -725100.500000 Penalty: 4297.374023
	Iteration 51Q: 3 clusters Score -725100.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -725100.500000 Penalty: 4297.374023
	Iteration 52F: 3 clusters Score -725100.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Entering Unmasked Estep 
Score: -706152.250000 Penalty: 2130.568359
	Iteration 0F: 2 clusters Score -706152.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -701358.312500 Penalty: 4261.136719
	Iteration 0F: 3 clusters Score -701358.3 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -702458.875000 Penalty: 4261.136719
	Iteration 1F: 3 clusters Score -702458.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -702662.875000 Penalty: 4261.136719
	Iteration 2F: 3 clusters Score -702662.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -702797.062500 Penalty: 4261.136719
	Iteration 3F: 3 clusters Score -702797.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -702903.562500 Penalty: 4261.136719
	Iteration 4Q: 3 clusters Score -702903.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -702990.062500 Penalty: 4261.136719
	Iteration 5Q: 3 clusters Score -702990.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -703062.062500 Penalty: 4261.136719
	Iteration 6Q: 3 clusters Score -703062.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -703135.375000 Penalty: 4261.136719
	Iteration 7Q: 3 clusters Score -703135.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -703188.750000 Penalty: 4261.136719
	Iteration 8Q: 3 clusters Score -703188.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -703240.437500 Penalty: 4261.136719
	Iteration 9Q: 3 clusters Score -703240.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -703292.125000 Penalty: 4261.136719
	Iteration 10Q: 3 clusters Score -703292.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -703342.375000 Penalty: 4261.136719
	Iteration 11Q: 3 clusters Score -703342.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -703390.750000 Penalty: 4261.136719
	Iteration 12Q: 3 clusters Score -703390.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -703432.000000 Penalty: 4261.136719
	Iteration 13Q: 3 clusters Score -703432 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -703488.062500 Penalty: 4261.136719
	Iteration 14Q: 3 clusters Score -703488.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -703570.062500 Penalty: 4261.136719
	Iteration 15Q: 3 clusters Score -703570.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -703647.250000 Penalty: 4261.136719
	Iteration 16Q: 3 clusters Score -703647.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -703704.937500 Penalty: 4261.136719
	Iteration 17Q: 3 clusters Score -703704.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -703743.312500 Penalty: 4261.136719
	Iteration 18Q: 3 clusters Score -703743.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -703776.875000 Penalty: 4261.136719
	Iteration 19Q: 3 clusters Score -703776.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -703819.875000 Penalty: 4261.136719
	Iteration 20F: 3 clusters Score -703819.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -703853.375000 Penalty: 4261.136719
	Iteration 21Q: 3 clusters Score -703853.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -703893.500000 Penalty: 4261.136719
	Iteration 22Q: 3 clusters Score -703893.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -703931.062500 Penalty: 4261.136719
	Iteration 23Q: 3 clusters Score -703931.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -703967.937500 Penalty: 4261.136719
	Iteration 24Q: 3 clusters Score -703967.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -703998.687500 Penalty: 4261.136719
	Iteration 25Q: 3 clusters Score -703998.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -704032.562500 Penalty: 4261.136719
	Iteration 26Q: 3 clusters Score -704032.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -704068.687500 Penalty: 4261.136719
	Iteration 27Q: 3 clusters Score -704068.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -704096.750000 Penalty: 4261.136719
	Iteration 28Q: 3 clusters Score -704096.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -704119.312500 Penalty: 4261.136719
	Iteration 29Q: 3 clusters Score -704119.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -704146.687500 Penalty: 4261.136719
	Iteration 30Q: 3 clusters Score -704146.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -704169.562500 Penalty: 4261.136719
	Iteration 31Q: 3 clusters Score -704169.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -704186.312500 Penalty: 4261.136719
	Iteration 32Q: 3 clusters Score -704186.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -704201.937500 Penalty: 4261.136719
	Iteration 33Q: 3 clusters Score -704201.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -704224.125000 Penalty: 4261.136719
	Iteration 34Q: 3 clusters Score -704224.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -704235.437500 Penalty: 4261.136719
	Iteration 35Q: 3 clusters Score -704235.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -704245.687500 Penalty: 4261.136719
	Iteration 36Q: 3 clusters Score -704245.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -704253.187500 Penalty: 4261.136719
	Iteration 37Q: 3 clusters Score -704253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -704256.312500 Penalty: 4261.136719
	Iteration 38Q: 3 clusters Score -704256.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -704259.937500 Penalty: 4261.136719
	Iteration 39Q: 3 clusters Score -704259.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -704266.062500 Penalty: 4261.136719
	Iteration 40F: 3 clusters Score -704266.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -704273.812500 Penalty: 4261.136719
	Iteration 41Q: 3 clusters Score -704273.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -704286.125000 Penalty: 4261.136719
	Iteration 42Q: 3 clusters Score -704286.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -704292.812500 Penalty: 4261.136719
	Iteration 43Q: 3 clusters Score -704292.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -704299.687500 Penalty: 4261.136719
	Iteration 44Q: 3 clusters Score -704299.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -704301.375000 Penalty: 4261.136719
	Iteration 45Q: 3 clusters Score -704301.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -704304.937500 Penalty: 4261.136719
	Iteration 46Q: 3 clusters Score -704304.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -704310.437500 Penalty: 4261.136719
	Iteration 47Q: 3 clusters Score -704310.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -704312.312500 Penalty: 4261.136719
	Iteration 48Q: 3 clusters Score -704312.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -704315.312500 Penalty: 4261.136719
	Iteration 49Q: 3 clusters Score -704315.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -704317.500000 Penalty: 4261.136719
	Iteration 50Q: 3 clusters Score -704317.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -704319.437500 Penalty: 4261.136719
	Iteration 51Q: 3 clusters Score -704319.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -704321.062500 Penalty: 4261.136719
	Iteration 52Q: 3 clusters Score -704321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -704322.875000 Penalty: 4261.136719
	Iteration 53Q: 3 clusters Score -704322.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -704323.187500 Penalty: 4261.136719
	Iteration 54Q: 3 clusters Score -704323.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -704323.187500 Penalty: 4261.136719
	Iteration 55F: 3 clusters Score -704323.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Entering Unmasked Estep 
Score: -168419.546875 Penalty: 1827.348145
	Iteration 0F: 2 clusters Score -168419.5 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 804 members 
Entering Unmasked Estep 
Score: -166201.218750 Penalty: 3654.696289
	Iteration 0F: 3 clusters Score -166201.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -167304.171875 Penalty: 3654.696289
	Iteration 1F: 3 clusters Score -167304.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -168024.828125 Penalty: 3654.696289
	Iteration 2F: 3 clusters Score -168024.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -168872.531250 Penalty: 3654.696289
	Iteration 3F: 3 clusters Score -168872.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -170342.109375 Penalty: 3654.696289
	Iteration 4F: 3 clusters Score -170342.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -171011.453125 Penalty: 3654.696289
	Iteration 5Q: 3 clusters Score -171011.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -171246.453125 Penalty: 3654.696289
	Iteration 6Q: 3 clusters Score -171246.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -171741.546875 Penalty: 3654.696289
	Iteration 7Q: 3 clusters Score -171741.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -171962.734375 Penalty: 3654.696289
	Iteration 8Q: 3 clusters Score -171962.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -172076.984375 Penalty: 3654.696289
	Iteration 9Q: 3 clusters Score -172077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -172112.140625 Penalty: 3654.696289
	Iteration 10Q: 3 clusters Score -172112.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -172112.140625 Penalty: 3654.696289
	Iteration 11F: 3 clusters Score -172112.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 41064 members 
Mstep: Class 5 contains 26438 members 
Mstep: Class 6 contains 19812 members 
Mstep: Class 7 contains 276918 members 
Mstep: Class 8 contains 40325 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6234 members 
Mstep: Class 11 contains 5791 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 13241 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 58527 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 14863 members 
Mstep: Class 20 contains 158243 members 
Mstep: Class 21 contains 654 members 
Entering Unmasked Estep 
Score: -90838512.000000 Penalty: 70216.257812
Splitting cluster 13 changes total score from -90836056.000000 to -90838512.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 15 (13241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Entering Unmasked Estep 
Score: -1666897.875000 Penalty: 2353.786133
	Iteration 0F: 2 clusters Score -1666898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1657059.625000 Penalty: 4707.572266
	Iteration 0F: 3 clusters Score -1657060 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1660160.750000 Penalty: 4707.572266
	Iteration 1F: 3 clusters Score -1660161 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1660552.250000 Penalty: 4707.572266
	Iteration 2F: 3 clusters Score -1660552 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1660843.250000 Penalty: 4707.572266
	Iteration 3F: 3 clusters Score -1660843 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1661064.125000 Penalty: 4707.572266
	Iteration 4Q: 3 clusters Score -1661064 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1661277.500000 Penalty: 4707.572266
	Iteration 5Q: 3 clusters Score -1661278 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1661496.875000 Penalty: 4707.572266
	Iteration 6Q: 3 clusters Score -1661497 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1661709.875000 Penalty: 4707.572266
	Iteration 7Q: 3 clusters Score -1661710 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1661924.375000 Penalty: 4707.572266
	Iteration 8Q: 3 clusters Score -1661924 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1662129.375000 Penalty: 4707.572266
	Iteration 9Q: 3 clusters Score -1662129 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1662317.750000 Penalty: 4707.572266
	Iteration 10Q: 3 clusters Score -1662318 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1662471.000000 Penalty: 4707.572266
	Iteration 11Q: 3 clusters Score -1662471 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1662603.000000 Penalty: 4707.572266
	Iteration 12Q: 3 clusters Score -1662603 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1662729.875000 Penalty: 4707.572266
	Iteration 13Q: 3 clusters Score -1662730 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1662844.125000 Penalty: 4707.572266
	Iteration 14Q: 3 clusters Score -1662844 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1662952.625000 Penalty: 4707.572266
	Iteration 15Q: 3 clusters Score -1662953 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1663067.375000 Penalty: 4707.572266
	Iteration 16Q: 3 clusters Score -1663067 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1663157.000000 Penalty: 4707.572266
	Iteration 17Q: 3 clusters Score -1663157 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1663244.000000 Penalty: 4707.572266
	Iteration 18Q: 3 clusters Score -1663244 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1663325.875000 Penalty: 4707.572266
	Iteration 19Q: 3 clusters Score -1663326 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1663402.500000 Penalty: 4707.572266
	Iteration 20F: 3 clusters Score -1663402 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1663455.875000 Penalty: 4707.572266
	Iteration 21Q: 3 clusters Score -1663456 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1663511.125000 Penalty: 4707.572266
	Iteration 22Q: 3 clusters Score -1663511 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1663573.125000 Penalty: 4707.572266
	Iteration 23Q: 3 clusters Score -1663573 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1663604.625000 Penalty: 4707.572266
	Iteration 24Q: 3 clusters Score -1663605 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1663651.375000 Penalty: 4707.572266
	Iteration 25Q: 3 clusters Score -1663651 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1663692.000000 Penalty: 4707.572266
	Iteration 26Q: 3 clusters Score -1663692 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1663731.875000 Penalty: 4707.572266
	Iteration 27Q: 3 clusters Score -1663732 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1663788.625000 Penalty: 4707.572266
	Iteration 28Q: 3 clusters Score -1663789 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1663845.375000 Penalty: 4707.572266
	Iteration 29Q: 3 clusters Score -1663845 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1663894.000000 Penalty: 4707.572266
	Iteration 30Q: 3 clusters Score -1663894 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1663931.500000 Penalty: 4707.572266
	Iteration 31Q: 3 clusters Score -1663932 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1663970.250000 Penalty: 4707.572266
	Iteration 32Q: 3 clusters Score -1663970 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1664017.750000 Penalty: 4707.572266
	Iteration 33Q: 3 clusters Score -1664018 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1664058.500000 Penalty: 4707.572266
	Iteration 34Q: 3 clusters Score -1664058 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1664103.250000 Penalty: 4707.572266
	Iteration 35Q: 3 clusters Score -1664103 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1664145.375000 Penalty: 4707.572266
	Iteration 36Q: 3 clusters Score -1664145 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1664185.500000 Penalty: 4707.572266
	Iteration 37Q: 3 clusters Score -1664186 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1664227.125000 Penalty: 4707.572266
	Iteration 38Q: 3 clusters Score -1664227 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1664280.125000 Penalty: 4707.572266
	Iteration 39Q: 3 clusters Score -1664280 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1664329.625000 Penalty: 4707.572266
	Iteration 40F: 3 clusters Score -1664330 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1664378.000000 Penalty: 4707.572266
	Iteration 41Q: 3 clusters Score -1664378 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1664425.625000 Penalty: 4707.572266
	Iteration 42Q: 3 clusters Score -1664426 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1664466.875000 Penalty: 4707.572266
	Iteration 43Q: 3 clusters Score -1664467 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1664518.500000 Penalty: 4707.572266
	Iteration 44Q: 3 clusters Score -1664518 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1664555.625000 Penalty: 4707.572266
	Iteration 45Q: 3 clusters Score -1664556 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1664594.125000 Penalty: 4707.572266
	Iteration 46Q: 3 clusters Score -1664594 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1664635.000000 Penalty: 4707.572266
	Iteration 47Q: 3 clusters Score -1664635 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1664658.375000 Penalty: 4707.572266
	Iteration 48Q: 3 clusters Score -1664658 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1664688.375000 Penalty: 4707.572266
	Iteration 49Q: 3 clusters Score -1664688 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1664717.750000 Penalty: 4707.572266
	Iteration 50Q: 3 clusters Score -1664718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1664731.625000 Penalty: 4707.572266
	Iteration 51Q: 3 clusters Score -1664732 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1664753.375000 Penalty: 4707.572266
	Iteration 52Q: 3 clusters Score -1664753 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1664769.250000 Penalty: 4707.572266
	Iteration 53Q: 3 clusters Score -1664769 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1664795.375000 Penalty: 4707.572266
	Iteration 54Q: 3 clusters Score -1664795 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1664816.750000 Penalty: 4707.572266
	Iteration 55Q: 3 clusters Score -1664817 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1664834.250000 Penalty: 4707.572266
	Iteration 56Q: 3 clusters Score -1664834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1664849.375000 Penalty: 4707.572266
	Iteration 57Q: 3 clusters Score -1664849 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1664862.375000 Penalty: 4707.572266
	Iteration 58Q: 3 clusters Score -1664862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1664879.875000 Penalty: 4707.572266
	Iteration 59Q: 3 clusters Score -1664880 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1664893.000000 Penalty: 4707.572266
	Iteration 60F: 3 clusters Score -1664893 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1664905.625000 Penalty: 4707.572266
	Iteration 61Q: 3 clusters Score -1664906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1664912.125000 Penalty: 4707.572266
	Iteration 62Q: 3 clusters Score -1664912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1664921.625000 Penalty: 4707.572266
	Iteration 63Q: 3 clusters Score -1664922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1664929.000000 Penalty: 4707.572266
	Iteration 64Q: 3 clusters Score -1664929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1664942.375000 Penalty: 4707.572266
	Iteration 65Q: 3 clusters Score -1664942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1664953.875000 Penalty: 4707.572266
	Iteration 66Q: 3 clusters Score -1664954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1664961.125000 Penalty: 4707.572266
	Iteration 67Q: 3 clusters Score -1664961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1664965.625000 Penalty: 4707.572266
	Iteration 68Q: 3 clusters Score -1664966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1664975.125000 Penalty: 4707.572266
	Iteration 69Q: 3 clusters Score -1664975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1664985.250000 Penalty: 4707.572266
	Iteration 70Q: 3 clusters Score -1664985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1664997.625000 Penalty: 4707.572266
	Iteration 71Q: 3 clusters Score -1664998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1665012.500000 Penalty: 4707.572266
	Iteration 72Q: 3 clusters Score -1665012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1665027.625000 Penalty: 4707.572266
	Iteration 73Q: 3 clusters Score -1665028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1665030.125000 Penalty: 4707.572266
	Iteration 74Q: 3 clusters Score -1665030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1665039.375000 Penalty: 4707.572266
	Iteration 75Q: 3 clusters Score -1665039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1665043.375000 Penalty: 4707.572266
	Iteration 76Q: 3 clusters Score -1665043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1665049.750000 Penalty: 4707.572266
	Iteration 77Q: 3 clusters Score -1665050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1665053.125000 Penalty: 4707.572266
	Iteration 78Q: 3 clusters Score -1665053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1665058.500000 Penalty: 4707.572266
	Iteration 79Q: 3 clusters Score -1665058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1665063.875000 Penalty: 4707.572266
	Iteration 80F: 3 clusters Score -1665064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1665066.625000 Penalty: 4707.572266
	Iteration 81Q: 3 clusters Score -1665067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1665067.625000 Penalty: 4707.572266
	Iteration 82Q: 3 clusters Score -1665068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1665070.875000 Penalty: 4707.572266
	Iteration 83Q: 3 clusters Score -1665071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1665072.125000 Penalty: 4707.572266
	Iteration 84Q: 3 clusters Score -1665072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1665074.750000 Penalty: 4707.572266
	Iteration 85Q: 3 clusters Score -1665075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1665072.000000 Penalty: 4707.572266
	Iteration 86Q: 3 clusters Score -1665072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1665076.875000 Penalty: 4707.572266
	Iteration 87Q: 3 clusters Score -1665077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1665080.250000 Penalty: 4707.572266
	Iteration 88Q: 3 clusters Score -1665080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1665081.125000 Penalty: 4707.572266
	Iteration 89Q: 3 clusters Score -1665081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1665080.625000 Penalty: 4707.572266
	Iteration 90Q: 3 clusters Score -1665081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1665079.750000 Penalty: 4707.572266
	Iteration 91Q: 3 clusters Score -1665080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1665081.125000 Penalty: 4707.572266
	Iteration 92Q: 3 clusters Score -1665081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1665080.125000 Penalty: 4707.572266
	Iteration 93Q: 3 clusters Score -1665080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1665083.000000 Penalty: 4707.572266
	Iteration 94Q: 3 clusters Score -1665083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1665082.750000 Penalty: 4707.572266
	Iteration 95Q: 3 clusters Score -1665083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1665082.750000 Penalty: 4707.572266
	Iteration 96F: 3 clusters Score -1665083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Entering Unmasked Estep 
Score: -592860.875000 Penalty: 2121.799805
	Iteration 0F: 2 clusters Score -592860.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -588150.000000 Penalty: 4243.599609
	Iteration 0F: 3 clusters Score -588150 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -589345.125000 Penalty: 4243.599609
	Iteration 1F: 3 clusters Score -589345.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -589569.312500 Penalty: 4243.599609
	Iteration 2F: 3 clusters Score -589569.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -589716.000000 Penalty: 4243.599609
	Iteration 3F: 3 clusters Score -589716 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -589829.625000 Penalty: 4243.599609
	Iteration 4Q: 3 clusters Score -589829.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -589931.125000 Penalty: 4243.599609
	Iteration 5Q: 3 clusters Score -589931.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -590023.187500 Penalty: 4243.599609
	Iteration 6Q: 3 clusters Score -590023.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -590117.187500 Penalty: 4243.599609
	Iteration 7Q: 3 clusters Score -590117.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -590219.812500 Penalty: 4243.599609
	Iteration 8Q: 3 clusters Score -590219.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -590347.687500 Penalty: 4243.599609
	Iteration 9Q: 3 clusters Score -590347.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -590485.500000 Penalty: 4243.599609
	Iteration 10Q: 3 clusters Score -590485.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -590664.750000 Penalty: 4243.599609
	Iteration 11Q: 3 clusters Score -590664.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -590912.625000 Penalty: 4243.599609
	Iteration 12Q: 3 clusters Score -590912.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -591177.125000 Penalty: 4243.599609
	Iteration 13Q: 3 clusters Score -591177.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -591406.875000 Penalty: 4243.599609
	Iteration 14Q: 3 clusters Score -591406.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -591544.125000 Penalty: 4243.599609
	Iteration 15Q: 3 clusters Score -591544.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -591630.687500 Penalty: 4243.599609
	Iteration 16Q: 3 clusters Score -591630.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -591702.187500 Penalty: 4243.599609
	Iteration 17Q: 3 clusters Score -591702.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -591749.562500 Penalty: 4243.599609
	Iteration 18Q: 3 clusters Score -591749.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -591784.812500 Penalty: 4243.599609
	Iteration 19Q: 3 clusters Score -591784.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -591825.875000 Penalty: 4243.599609
	Iteration 20F: 3 clusters Score -591825.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -591867.750000 Penalty: 4243.599609
	Iteration 21Q: 3 clusters Score -591867.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -591897.375000 Penalty: 4243.599609
	Iteration 22Q: 3 clusters Score -591897.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -591926.750000 Penalty: 4243.599609
	Iteration 23Q: 3 clusters Score -591926.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -591956.062500 Penalty: 4243.599609
	Iteration 24Q: 3 clusters Score -591956.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -591987.687500 Penalty: 4243.599609
	Iteration 25Q: 3 clusters Score -591987.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -592010.437500 Penalty: 4243.599609
	Iteration 26Q: 3 clusters Score -592010.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -592020.437500 Penalty: 4243.599609
	Iteration 27Q: 3 clusters Score -592020.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -592025.125000 Penalty: 4243.599609
	Iteration 28Q: 3 clusters Score -592025.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -592028.250000 Penalty: 4243.599609
	Iteration 29Q: 3 clusters Score -592028.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -592032.937500 Penalty: 4243.599609
	Iteration 30Q: 3 clusters Score -592032.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -592034.250000 Penalty: 4243.599609
	Iteration 31Q: 3 clusters Score -592034.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -592037.187500 Penalty: 4243.599609
	Iteration 32Q: 3 clusters Score -592037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -592038.875000 Penalty: 4243.599609
	Iteration 33Q: 3 clusters Score -592038.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -592038.875000 Penalty: 4243.599609
	Iteration 34F: 3 clusters Score -592038.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Entering Unmasked Estep 
Score: -7486794.500000 Penalty: 2722.356445
	Iteration 0F: 2 clusters Score -7486794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -7447596.000000 Penalty: 5444.712891
	Iteration 0F: 3 clusters Score -7447596 nChanged 27076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -7462519.500000 Penalty: 5444.712891
	Iteration 1F: 3 clusters Score -7462520 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -7463201.500000 Penalty: 5444.712891
	Iteration 2Q: 3 clusters Score -7463202 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -7464007.500000 Penalty: 5444.712891
	Iteration 3Q: 3 clusters Score -7464008 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -7465074.500000 Penalty: 5444.712891
	Iteration 4Q: 3 clusters Score -7465074 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -7466764.500000 Penalty: 5444.712891
	Iteration 5F: 3 clusters Score -7466764 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -7469571.500000 Penalty: 5444.712891
	Iteration 6F: 3 clusters Score -7469572 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -7473341.500000 Penalty: 5444.712891
	Iteration 7F: 3 clusters Score -7473342 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -7477271.000000 Penalty: 5444.712891
	Iteration 8F: 3 clusters Score -7477271 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -7480590.500000 Penalty: 5444.712891
	Iteration 9F: 3 clusters Score -7480590 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -7482674.000000 Penalty: 5444.712891
	Iteration 10Q: 3 clusters Score -7482674 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7483664.000000 Penalty: 5444.712891
	Iteration 11Q: 3 clusters Score -7483664 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57982 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7484047.500000 Penalty: 5444.712891
	Iteration 12Q: 3 clusters Score -7484048 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7484194.000000 Penalty: 5444.712891
	Iteration 13Q: 3 clusters Score -7484194 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58181 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7484294.000000 Penalty: 5444.712891
	Iteration 14Q: 3 clusters Score -7484294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7484360.500000 Penalty: 5444.712891
	Iteration 15Q: 3 clusters Score -7484360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7484376.500000 Penalty: 5444.712891
	Iteration 16Q: 3 clusters Score -7484376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7484409.000000 Penalty: 5444.712891
	Iteration 17Q: 3 clusters Score -7484409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7484424.500000 Penalty: 5444.712891
	Iteration 18Q: 3 clusters Score -7484424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7484422.000000 Penalty: 5444.712891
	Iteration 19Q: 3 clusters Score -7484422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7484433.500000 Penalty: 5444.712891
	Iteration 20F: 3 clusters Score -7484434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7484433.500000 Penalty: 5444.712891
	Iteration 21Q: 3 clusters Score -7484434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7484438.000000 Penalty: 5444.712891
	Iteration 22Q: 3 clusters Score -7484438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7484434.000000 Penalty: 5444.712891
	Iteration 23Q: 3 clusters Score -7484434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7484446.500000 Penalty: 5444.712891
	Iteration 24Q: 3 clusters Score -7484446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7484434.000000 Penalty: 5444.712891
	Iteration 25Q: 3 clusters Score -7484434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7484437.000000 Penalty: 5444.712891
	Iteration 26Q: 3 clusters Score -7484437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7484439.000000 Penalty: 5444.712891
	Iteration 27Q: 3 clusters Score -7484439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7484449.000000 Penalty: 5444.712891
	Iteration 28Q: 3 clusters Score -7484449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7484459.000000 Penalty: 5444.712891
	Iteration 29Q: 3 clusters Score -7484459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7484465.500000 Penalty: 5444.712891
	Iteration 30Q: 3 clusters Score -7484466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7484467.000000 Penalty: 5444.712891
	Iteration 31Q: 3 clusters Score -7484467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7484467.000000 Penalty: 5444.712891
	Iteration 32F: 3 clusters Score -7484467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -119745.054688 Penalty: 1739.673950
	Iteration 0F: 2 clusters Score -119745.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117856.515625 Penalty: 3479.347900
	Iteration 0F: 3 clusters Score -117856.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -118671.843750 Penalty: 3479.347900
	Iteration 1F: 3 clusters Score -118671.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -119410.273438 Penalty: 3479.347900
	Iteration 2F: 3 clusters Score -119410.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -120074.210938 Penalty: 3479.347900
	Iteration 3F: 3 clusters Score -120074.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -120532.218750 Penalty: 3479.347900
	Iteration 4F: 3 clusters Score -120532.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -120809.867188 Penalty: 3479.347900
	Iteration 5Q: 3 clusters Score -120809.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -120912.101562 Penalty: 3479.347900
	Iteration 6Q: 3 clusters Score -120912.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -121028.609375 Penalty: 3479.347900
	Iteration 7Q: 3 clusters Score -121028.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -121077.968750 Penalty: 3479.347900
	Iteration 8Q: 3 clusters Score -121078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -121100.203125 Penalty: 3479.347900
	Iteration 9Q: 3 clusters Score -121100.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -121107.726562 Penalty: 3479.347900
	Iteration 10Q: 3 clusters Score -121107.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -121108.390625 Penalty: 3479.347900
	Iteration 11Q: 3 clusters Score -121108.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -121108.390625 Penalty: 3479.347900
	Iteration 12F: 3 clusters Score -121108.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 41064 members 
Mstep: Class 5 contains 26438 members 
Mstep: Class 6 contains 19812 members 
Mstep: Class 7 contains 276918 members 
Mstep: Class 8 contains 40325 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6234 members 
Mstep: Class 11 contains 5791 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 13241 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 58527 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 14863 members 
Mstep: Class 20 contains 158243 members 
Mstep: Class 21 contains 654 members 
Mstep: Class 22 contains 760 members 
Entering Unmasked Estep 
Score: -90838272.000000 Penalty: 73559.882812
Splitting cluster 18 changes total score from -90836056.000000 to -90838272.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 19 (14863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Entering Unmasked Estep 
Score: -1941839.125000 Penalty: 2382.444336
	Iteration 0F: 2 clusters Score -1941839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1931154.000000 Penalty: 4764.888672
	Iteration 0F: 3 clusters Score -1931154 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1934436.750000 Penalty: 4764.888672
	Iteration 1F: 3 clusters Score -1934437 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1934751.125000 Penalty: 4764.888672
	Iteration 2F: 3 clusters Score -1934751 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1935033.250000 Penalty: 4764.888672
	Iteration 3Q: 3 clusters Score -1935033 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1935251.625000 Penalty: 4764.888672
	Iteration 4Q: 3 clusters Score -1935252 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1935396.500000 Penalty: 4764.888672
	Iteration 5Q: 3 clusters Score -1935396 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1935514.750000 Penalty: 4764.888672
	Iteration 6Q: 3 clusters Score -1935515 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1935622.000000 Penalty: 4764.888672
	Iteration 7Q: 3 clusters Score -1935622 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1935731.500000 Penalty: 4764.888672
	Iteration 8Q: 3 clusters Score -1935732 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1935863.375000 Penalty: 4764.888672
	Iteration 9Q: 3 clusters Score -1935863 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1936023.250000 Penalty: 4764.888672
	Iteration 10Q: 3 clusters Score -1936023 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1936236.875000 Penalty: 4764.888672
	Iteration 11Q: 3 clusters Score -1936237 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1936502.250000 Penalty: 4764.888672
	Iteration 12Q: 3 clusters Score -1936502 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1936808.625000 Penalty: 4764.888672
	Iteration 13Q: 3 clusters Score -1936809 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1937178.125000 Penalty: 4764.888672
	Iteration 14Q: 3 clusters Score -1937178 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1937583.625000 Penalty: 4764.888672
	Iteration 15Q: 3 clusters Score -1937584 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1937997.125000 Penalty: 4764.888672
	Iteration 16Q: 3 clusters Score -1937997 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1938354.000000 Penalty: 4764.888672
	Iteration 17Q: 3 clusters Score -1938354 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1938656.125000 Penalty: 4764.888672
	Iteration 18Q: 3 clusters Score -1938656 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1938881.125000 Penalty: 4764.888672
	Iteration 19Q: 3 clusters Score -1938881 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1939056.750000 Penalty: 4764.888672
	Iteration 20F: 3 clusters Score -1939057 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1939213.000000 Penalty: 4764.888672
	Iteration 21Q: 3 clusters Score -1939213 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1939342.125000 Penalty: 4764.888672
	Iteration 22Q: 3 clusters Score -1939342 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1939443.125000 Penalty: 4764.888672
	Iteration 23Q: 3 clusters Score -1939443 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1939522.750000 Penalty: 4764.888672
	Iteration 24Q: 3 clusters Score -1939523 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1939574.125000 Penalty: 4764.888672
	Iteration 25Q: 3 clusters Score -1939574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1939621.125000 Penalty: 4764.888672
	Iteration 26Q: 3 clusters Score -1939621 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1939645.375000 Penalty: 4764.888672
	Iteration 27Q: 3 clusters Score -1939645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1939676.125000 Penalty: 4764.888672
	Iteration 28Q: 3 clusters Score -1939676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1939697.375000 Penalty: 4764.888672
	Iteration 29Q: 3 clusters Score -1939697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1939718.875000 Penalty: 4764.888672
	Iteration 30Q: 3 clusters Score -1939719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1939722.625000 Penalty: 4764.888672
	Iteration 31Q: 3 clusters Score -1939723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1939729.750000 Penalty: 4764.888672
	Iteration 32Q: 3 clusters Score -1939730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1939736.875000 Penalty: 4764.888672
	Iteration 33Q: 3 clusters Score -1939737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1939742.125000 Penalty: 4764.888672
	Iteration 34Q: 3 clusters Score -1939742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1939749.125000 Penalty: 4764.888672
	Iteration 35Q: 3 clusters Score -1939749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1939758.000000 Penalty: 4764.888672
	Iteration 36Q: 3 clusters Score -1939758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1939766.875000 Penalty: 4764.888672
	Iteration 37Q: 3 clusters Score -1939767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1939771.250000 Penalty: 4764.888672
	Iteration 38Q: 3 clusters Score -1939771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1939778.250000 Penalty: 4764.888672
	Iteration 39Q: 3 clusters Score -1939778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1939783.750000 Penalty: 4764.888672
	Iteration 40F: 3 clusters Score -1939784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1939784.750000 Penalty: 4764.888672
	Iteration 41Q: 3 clusters Score -1939785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1939791.500000 Penalty: 4764.888672
	Iteration 42Q: 3 clusters Score -1939792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1939794.250000 Penalty: 4764.888672
	Iteration 43Q: 3 clusters Score -1939794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1939797.250000 Penalty: 4764.888672
	Iteration 44Q: 3 clusters Score -1939797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1939802.250000 Penalty: 4764.888672
	Iteration 45Q: 3 clusters Score -1939802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1939801.500000 Penalty: 4764.888672
	Iteration 46Q: 3 clusters Score -1939802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1939804.125000 Penalty: 4764.888672
	Iteration 47Q: 3 clusters Score -1939804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1939804.125000 Penalty: 4764.888672
	Iteration 48F: 3 clusters Score -1939804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158243 members 
Entering Unmasked Estep 
Score: -20565586.000000 Penalty: 2969.028076
	Iteration 0F: 2 clusters Score -2.056559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79160 members 
Mstep: Class 2 contains 79083 members 
Entering Unmasked Estep 
Score: -20460596.000000 Penalty: 5938.056152
	Iteration 0F: 3 clusters Score -2.04606e+07 nChanged 75658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78122 members 
Mstep: Class 2 contains 80121 members 
Entering Unmasked Estep 
Score: -20506000.000000 Penalty: 5938.056152
	Iteration 1F: 3 clusters Score -2.0506e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77222 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
Score: -20508048.000000 Penalty: 5938.056152
	Iteration 2Q: 3 clusters Score -2.050805e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75992 members 
Mstep: Class 2 contains 82251 members 
Entering Unmasked Estep 
Score: -20510634.000000 Penalty: 5938.056152
	Iteration 3Q: 3 clusters Score -2.051063e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74587 members 
Mstep: Class 2 contains 83656 members 
Entering Unmasked Estep 
Score: -20513266.000000 Penalty: 5938.056152
	Iteration 4Q: 3 clusters Score -2.051327e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72983 members 
Mstep: Class 2 contains 85260 members 
Entering Unmasked Estep 
Score: -20516522.000000 Penalty: 5938.056152
	Iteration 5Q: 3 clusters Score -2.051652e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71421 members 
Mstep: Class 2 contains 86822 members 
Entering Unmasked Estep 
Score: -20519824.000000 Penalty: 5938.056152
	Iteration 6Q: 3 clusters Score -2.051982e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 88236 members 
Entering Unmasked Estep 
Score: -20524032.000000 Penalty: 5938.056152
	Iteration 7F: 3 clusters Score -2.052403e+07 nChanged 8505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68486 members 
Mstep: Class 2 contains 89757 members 
Entering Unmasked Estep 
Score: -20528746.000000 Penalty: 5938.056152
	Iteration 8F: 3 clusters Score -2.052875e+07 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66850 members 
Mstep: Class 2 contains 91393 members 
Entering Unmasked Estep 
Score: -20534022.000000 Penalty: 5938.056152
	Iteration 9F: 3 clusters Score -2.053402e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64975 members 
Mstep: Class 2 contains 93268 members 
Entering Unmasked Estep 
Score: -20539266.000000 Penalty: 5938.056152
	Iteration 10F: 3 clusters Score -2.053927e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 95271 members 
Entering Unmasked Estep 
Score: -20542950.000000 Penalty: 5938.056152
	Iteration 11Q: 3 clusters Score -2.054295e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60982 members 
Mstep: Class 2 contains 97261 members 
Entering Unmasked Estep 
Score: -20545066.000000 Penalty: 5938.056152
	Iteration 12Q: 3 clusters Score -2.054507e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -20546300.000000 Penalty: 5938.056152
	Iteration 13Q: 3 clusters Score -2.05463e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 101464 members 
Entering Unmasked Estep 
Score: -20547178.000000 Penalty: 5938.056152
	Iteration 14Q: 3 clusters Score -2.054718e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 103557 members 
Entering Unmasked Estep 
Score: -20547732.000000 Penalty: 5938.056152
	Iteration 15Q: 3 clusters Score -2.054773e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 105700 members 
Entering Unmasked Estep 
Score: -20548386.000000 Penalty: 5938.056152
	Iteration 16Q: 3 clusters Score -2.054839e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 107856 members 
Entering Unmasked Estep 
Score: -20548950.000000 Penalty: 5938.056152
	Iteration 17Q: 3 clusters Score -2.054895e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 110123 members 
Entering Unmasked Estep 
Score: -20549570.000000 Penalty: 5938.056152
	Iteration 18Q: 3 clusters Score -2.054957e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 112500 members 
Entering Unmasked Estep 
Score: -20550238.000000 Penalty: 5938.056152
	Iteration 19Q: 3 clusters Score -2.055024e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 114881 members 
Entering Unmasked Estep 
Score: -20550962.000000 Penalty: 5938.056152
	Iteration 20F: 3 clusters Score -2.055096e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 117328 members 
Entering Unmasked Estep 
Score: -20551782.000000 Penalty: 5938.056152
	Iteration 21Q: 3 clusters Score -2.055178e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 119821 members 
Entering Unmasked Estep 
Score: -20552586.000000 Penalty: 5938.056152
	Iteration 22Q: 3 clusters Score -2.055259e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 122260 members 
Entering Unmasked Estep 
Score: -20553340.000000 Penalty: 5938.056152
	Iteration 23Q: 3 clusters Score -2.055334e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 124614 members 
Entering Unmasked Estep 
Score: -20554064.000000 Penalty: 5938.056152
	Iteration 24Q: 3 clusters Score -2.055406e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 126951 members 
Entering Unmasked Estep 
Score: -20554970.000000 Penalty: 5938.056152
	Iteration 25Q: 3 clusters Score -2.055497e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 129191 members 
Entering Unmasked Estep 
Score: -20555814.000000 Penalty: 5938.056152
	Iteration 26Q: 3 clusters Score -2.055581e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 131292 members 
Entering Unmasked Estep 
Score: -20556464.000000 Penalty: 5938.056152
	Iteration 27Q: 3 clusters Score -2.055646e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 133317 members 
Entering Unmasked Estep 
Score: -20557134.000000 Penalty: 5938.056152
	Iteration 28Q: 3 clusters Score -2.055713e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 135215 members 
Entering Unmasked Estep 
Score: -20557842.000000 Penalty: 5938.056152
	Iteration 29Q: 3 clusters Score -2.055784e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 137007 members 
Entering Unmasked Estep 
Score: -20558422.000000 Penalty: 5938.056152
	Iteration 30Q: 3 clusters Score -2.055842e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 138658 members 
Entering Unmasked Estep 
Score: -20559008.000000 Penalty: 5938.056152
	Iteration 31Q: 3 clusters Score -2.055901e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 140233 members 
Entering Unmasked Estep 
Score: -20559444.000000 Penalty: 5938.056152
	Iteration 32Q: 3 clusters Score -2.055944e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 141730 members 
Entering Unmasked Estep 
Score: -20560006.000000 Penalty: 5938.056152
	Iteration 33Q: 3 clusters Score -2.056001e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 143156 members 
Entering Unmasked Estep 
Score: -20560276.000000 Penalty: 5938.056152
	Iteration 34Q: 3 clusters Score -2.056028e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 144418 members 
Entering Unmasked Estep 
Score: -20560716.000000 Penalty: 5938.056152
	Iteration 35Q: 3 clusters Score -2.056072e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 145567 members 
Entering Unmasked Estep 
Score: -20561072.000000 Penalty: 5938.056152
	Iteration 36Q: 3 clusters Score -2.056107e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 146631 members 
Entering Unmasked Estep 
Score: -20561354.000000 Penalty: 5938.056152
	Iteration 37Q: 3 clusters Score -2.056135e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 147581 members 
Entering Unmasked Estep 
Score: -20561628.000000 Penalty: 5938.056152
	Iteration 38Q: 3 clusters Score -2.056163e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 148465 members 
Entering Unmasked Estep 
Score: -20561876.000000 Penalty: 5938.056152
	Iteration 39Q: 3 clusters Score -2.056188e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 149252 members 
Entering Unmasked Estep 
Score: -20562080.000000 Penalty: 5938.056152
	Iteration 40F: 3 clusters Score -2.056208e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 150008 members 
Entering Unmasked Estep 
Score: -20562222.000000 Penalty: 5938.056152
	Iteration 41Q: 3 clusters Score -2.056222e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 150718 members 
Entering Unmasked Estep 
Score: -20562510.000000 Penalty: 5938.056152
	Iteration 42Q: 3 clusters Score -2.056251e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 151377 members 
Entering Unmasked Estep 
Score: -20562670.000000 Penalty: 5938.056152
	Iteration 43Q: 3 clusters Score -2.056267e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 151988 members 
Entering Unmasked Estep 
Score: -20562900.000000 Penalty: 5938.056152
	Iteration 44Q: 3 clusters Score -2.05629e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 152528 members 
Entering Unmasked Estep 
Score: -20563096.000000 Penalty: 5938.056152
	Iteration 45Q: 3 clusters Score -2.05631e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 152988 members 
Entering Unmasked Estep 
Score: -20563186.000000 Penalty: 5938.056152
	Iteration 46Q: 3 clusters Score -2.056319e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 153383 members 
Entering Unmasked Estep 
Score: -20563300.000000 Penalty: 5938.056152
	Iteration 47Q: 3 clusters Score -2.05633e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 153704 members 
Entering Unmasked Estep 
Score: -20563436.000000 Penalty: 5938.056152
	Iteration 48Q: 3 clusters Score -2.056344e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 153990 members 
Entering Unmasked Estep 
Score: -20563574.000000 Penalty: 5938.056152
	Iteration 49Q: 3 clusters Score -2.056357e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 154249 members 
Entering Unmasked Estep 
Score: -20563758.000000 Penalty: 5938.056152
	Iteration 50Q: 3 clusters Score -2.056376e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 154476 members 
Entering Unmasked Estep 
Score: -20563934.000000 Penalty: 5938.056152
	Iteration 51Q: 3 clusters Score -2.056393e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 154693 members 
Entering Unmasked Estep 
Score: -20564080.000000 Penalty: 5938.056152
	Iteration 52Q: 3 clusters Score -2.056408e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 154865 members 
Entering Unmasked Estep 
Score: -20564228.000000 Penalty: 5938.056152
	Iteration 53Q: 3 clusters Score -2.056423e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 155001 members 
Entering Unmasked Estep 
Score: -20564358.000000 Penalty: 5938.056152
	Iteration 54Q: 3 clusters Score -2.056436e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 155101 members 
Entering Unmasked Estep 
Score: -20564526.000000 Penalty: 5938.056152
	Iteration 55Q: 3 clusters Score -2.056453e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 155153 members 
Entering Unmasked Estep 
Score: -20564636.000000 Penalty: 5938.056152
	Iteration 56Q: 3 clusters Score -2.056464e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 155181 members 
Entering Unmasked Estep 
Score: -20564684.000000 Penalty: 5938.056152
	Iteration 57Q: 3 clusters Score -2.056468e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 155185 members 
Entering Unmasked Estep 
Score: -20564702.000000 Penalty: 5938.056152
	Iteration 58Q: 3 clusters Score -2.05647e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 155184 members 
Entering Unmasked Estep 
Score: -20564708.000000 Penalty: 5938.056152
	Iteration 59Q: 3 clusters Score -2.056471e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 155183 members 
Entering Unmasked Estep 
Score: -20564736.000000 Penalty: 5938.056152
	Iteration 60F: 3 clusters Score -2.056474e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 155169 members 
Entering Unmasked Estep 
Score: -20564766.000000 Penalty: 5938.056152
	Iteration 61Q: 3 clusters Score -2.056477e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 155173 members 
Entering Unmasked Estep 
Score: -20564742.000000 Penalty: 5938.056152
	Iteration 62Q: 3 clusters Score -2.056474e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 155177 members 
Entering Unmasked Estep 
Score: -20564742.000000 Penalty: 5938.056152
	Iteration 63Q: 3 clusters Score -2.056474e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 155177 members 
Entering Unmasked Estep 
Score: -20564742.000000 Penalty: 5938.056152
	Iteration 64Q: 3 clusters Score -2.056474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 155175 members 
Entering Unmasked Estep 
Score: -20564738.000000 Penalty: 5938.056152
	Iteration 65Q: 3 clusters Score -2.056474e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 155169 members 
Entering Unmasked Estep 
Score: -20564736.000000 Penalty: 5938.056152
	Iteration 66Q: 3 clusters Score -2.056474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 155165 members 
Entering Unmasked Estep 
Score: -20564740.000000 Penalty: 5938.056152
	Iteration 67Q: 3 clusters Score -2.056474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 155160 members 
Entering Unmasked Estep 
Score: -20564748.000000 Penalty: 5938.056152
	Iteration 68Q: 3 clusters Score -2.056475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 155159 members 
Entering Unmasked Estep 
Score: -20564746.000000 Penalty: 5938.056152
	Iteration 69Q: 3 clusters Score -2.056475e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 155148 members 
Entering Unmasked Estep 
Score: -20564738.000000 Penalty: 5938.056152
	Iteration 70Q: 3 clusters Score -2.056474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 155144 members 
Entering Unmasked Estep 
Score: -20564758.000000 Penalty: 5938.056152
	Iteration 71Q: 3 clusters Score -2.056476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 155140 members 
Entering Unmasked Estep 
Score: -20564762.000000 Penalty: 5938.056152
	Iteration 72Q: 3 clusters Score -2.056476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 155139 members 
Entering Unmasked Estep 
Score: -20564776.000000 Penalty: 5938.056152
	Iteration 73Q: 3 clusters Score -2.056478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 155137 members 
Entering Unmasked Estep 
Score: -20564780.000000 Penalty: 5938.056152
	Iteration 74Q: 3 clusters Score -2.056478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 155141 members 
Entering Unmasked Estep 
Score: -20564774.000000 Penalty: 5938.056152
	Iteration 75Q: 3 clusters Score -2.056477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 155140 members 
Entering Unmasked Estep 
Score: -20564778.000000 Penalty: 5938.056152
	Iteration 76Q: 3 clusters Score -2.056478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 155140 members 
Entering Unmasked Estep 
Score: -20564780.000000 Penalty: 5938.056152
	Iteration 77Q: 3 clusters Score -2.056478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 155140 members 
Entering Unmasked Estep 
Score: -20564780.000000 Penalty: 5938.056152
	Iteration 78F: 3 clusters Score -2.056478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 2474 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 41064 members 
Mstep: Class 5 contains 26438 members 
Mstep: Class 6 contains 19812 members 
Mstep: Class 7 contains 276918 members 
Mstep: Class 8 contains 40325 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6234 members 
Mstep: Class 11 contains 5791 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 15 contains 13241 members 
Mstep: Class 16 contains 5196 members 
Mstep: Class 17 contains 58527 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 14863 members 
Mstep: Class 20 contains 158243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838360.000000 Penalty: 73559.882812
Iteration 79Q: 23 clusters Score -9.083836e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 4 contains 41055 members 
Mstep: Class 5 contains 26424 members 
Mstep: Class 6 contains 19835 members 
Mstep: Class 7 contains 277174 members 
Mstep: Class 8 contains 40317 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6240 members 
Mstep: Class 11 contains 5795 members 
Mstep: Class 12 contains 5384 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 13242 members 
Mstep: Class 16 contains 5197 members 
Mstep: Class 17 contains 58533 members 
Mstep: Class 18 contains 353 members 
Mstep: Class 19 contains 14851 members 
Mstep: Class 20 contains 157936 members 
Mstep: Class 21 contains 653 members 
Mstep: Class 22 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838376.000000 Penalty: 73559.882812
Iteration 80F: 23 clusters Score -9.083838e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 2550 members 
Mstep: Class 3 contains 843 members 
Mstep: Class 4 contains 41052 members 
Mstep: Class 5 contains 26398 members 
Mstep: Class 6 contains 19860 members 
Mstep: Class 7 contains 277419 members 
Mstep: Class 8 contains 40312 members 
Mstep: Class 9 contains 1346 members 
Mstep: Class 10 contains 6242 members 
Mstep: Class 11 contains 5804 members 
Mstep: Class 12 contains 5385 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 13241 members 
Mstep: Class 16 contains 5201 members 
Mstep: Class 17 contains 58522 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 19 contains 14836 members 
Mstep: Class 20 contains 157656 members 
Mstep: Class 21 contains 677 members 
Mstep: Class 22 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838512.000000 Penalty: 73559.882812
Iteration 81Q: 23 clusters Score -9.083851e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 2579 members 
Mstep: Class 3 contains 826 members 
Mstep: Class 4 contains 41049 members 
Mstep: Class 5 contains 26377 members 
Mstep: Class 6 contains 19891 members 
Mstep: Class 7 contains 277585 members 
Mstep: Class 8 contains 40312 members 
Mstep: Class 9 contains 1347 members 
Mstep: Class 10 contains 6245 members 
Mstep: Class 11 contains 5811 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 13247 members 
Mstep: Class 16 contains 5205 members 
Mstep: Class 17 contains 58507 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14824 members 
Mstep: Class 20 contains 157438 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838392.000000 Penalty: 73559.882812
Iteration 82Q: 23 clusters Score -9.083839e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 817 members 
Mstep: Class 4 contains 41044 members 
Mstep: Class 5 contains 26372 members 
Mstep: Class 6 contains 19921 members 
Mstep: Class 7 contains 277694 members 
Mstep: Class 8 contains 40304 members 
Mstep: Class 9 contains 1346 members 
Mstep: Class 10 contains 6247 members 
Mstep: Class 11 contains 5819 members 
Mstep: Class 12 contains 5387 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 13249 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 58488 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14820 members 
Mstep: Class 20 contains 157289 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838376.000000 Penalty: 73559.882812
Iteration 83Q: 23 clusters Score -9.083838e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 811 members 
Mstep: Class 4 contains 41030 members 
Mstep: Class 5 contains 26366 members 
Mstep: Class 6 contains 19940 members 
Mstep: Class 7 contains 277729 members 
Mstep: Class 8 contains 40292 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 6250 members 
Mstep: Class 11 contains 5827 members 
Mstep: Class 12 contains 5388 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 13248 members 
Mstep: Class 16 contains 5216 members 
Mstep: Class 17 contains 58466 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14815 members 
Mstep: Class 20 contains 157250 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838408.000000 Penalty: 73559.882812
Iteration 84Q: 23 clusters Score -9.083841e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 2613 members 
Mstep: Class 3 contains 803 members 
Mstep: Class 4 contains 41019 members 
Mstep: Class 5 contains 26365 members 
Mstep: Class 6 contains 19951 members 
Mstep: Class 7 contains 277761 members 
Mstep: Class 8 contains 40283 members 
Mstep: Class 9 contains 1342 members 
Mstep: Class 10 contains 6258 members 
Mstep: Class 11 contains 5837 members 
Mstep: Class 12 contains 5391 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2253 members 
Mstep: Class 15 contains 13243 members 
Mstep: Class 16 contains 5221 members 
Mstep: Class 17 contains 58447 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14803 members 
Mstep: Class 20 contains 157205 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838320.000000 Penalty: 73559.882812
Iteration 85Q: 23 clusters Score -9.083832e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 41014 members 
Mstep: Class 5 contains 26365 members 
Mstep: Class 6 contains 19965 members 
Mstep: Class 7 contains 277760 members 
Mstep: Class 8 contains 40277 members 
Mstep: Class 9 contains 1343 members 
Mstep: Class 10 contains 6258 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 5394 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2255 members 
Mstep: Class 15 contains 13243 members 
Mstep: Class 16 contains 5223 members 
Mstep: Class 17 contains 58430 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14795 members 
Mstep: Class 20 contains 157188 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838368.000000 Penalty: 73559.882812
Iteration 86Q: 23 clusters Score -9.083837e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 2635 members 
Mstep: Class 3 contains 786 members 
Mstep: Class 4 contains 41010 members 
Mstep: Class 5 contains 26364 members 
Mstep: Class 6 contains 19967 members 
Mstep: Class 7 contains 277711 members 
Mstep: Class 8 contains 40266 members 
Mstep: Class 9 contains 1343 members 
Mstep: Class 10 contains 6261 members 
Mstep: Class 11 contains 5854 members 
Mstep: Class 12 contains 5397 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 58417 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14791 members 
Mstep: Class 20 contains 157231 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838480.000000 Penalty: 73559.882812
Iteration 87Q: 23 clusters Score -9.083848e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 781 members 
Mstep: Class 4 contains 41005 members 
Mstep: Class 5 contains 26362 members 
Mstep: Class 6 contains 19971 members 
Mstep: Class 7 contains 277661 members 
Mstep: Class 8 contains 40257 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 6273 members 
Mstep: Class 11 contains 5857 members 
Mstep: Class 12 contains 5397 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2256 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5228 members 
Mstep: Class 17 contains 58405 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14785 members 
Mstep: Class 20 contains 157272 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838368.000000 Penalty: 73559.882812
Iteration 88Q: 23 clusters Score -9.083837e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 778 members 
Mstep: Class 4 contains 40998 members 
Mstep: Class 5 contains 26364 members 
Mstep: Class 6 contains 19993 members 
Mstep: Class 7 contains 277586 members 
Mstep: Class 8 contains 40254 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 6277 members 
Mstep: Class 11 contains 5857 members 
Mstep: Class 12 contains 5398 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2257 members 
Mstep: Class 15 contains 13241 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 58402 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14781 members 
Mstep: Class 20 contains 157297 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838320.000000 Penalty: 73559.882812
Iteration 89Q: 23 clusters Score -9.083832e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 773 members 
Mstep: Class 4 contains 40992 members 
Mstep: Class 5 contains 26368 members 
Mstep: Class 6 contains 20003 members 
Mstep: Class 7 contains 277514 members 
Mstep: Class 8 contains 40246 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 6291 members 
Mstep: Class 11 contains 5857 members 
Mstep: Class 12 contains 5401 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 13241 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 58394 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14781 members 
Mstep: Class 20 contains 157346 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838368.000000 Penalty: 73559.882812
Iteration 90Q: 23 clusters Score -9.083837e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 772 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26371 members 
Mstep: Class 6 contains 20020 members 
Mstep: Class 7 contains 277427 members 
Mstep: Class 8 contains 40237 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 6304 members 
Mstep: Class 11 contains 5857 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 13244 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 58388 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14776 members 
Mstep: Class 20 contains 157404 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838264.000000 Penalty: 73559.882812
Iteration 91Q: 23 clusters Score -9.083826e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 40980 members 
Mstep: Class 5 contains 26369 members 
Mstep: Class 6 contains 20037 members 
Mstep: Class 7 contains 277336 members 
Mstep: Class 8 contains 40240 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 6317 members 
Mstep: Class 11 contains 5857 members 
Mstep: Class 12 contains 5404 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 13248 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 58387 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14771 members 
Mstep: Class 20 contains 157455 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838184.000000 Penalty: 73559.882812
Iteration 92Q: 23 clusters Score -9.083818e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 40977 members 
Mstep: Class 5 contains 26371 members 
Mstep: Class 6 contains 20058 members 
Mstep: Class 7 contains 277207 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 6327 members 
Mstep: Class 11 contains 5857 members 
Mstep: Class 12 contains 5404 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 13246 members 
Mstep: Class 16 contains 5261 members 
Mstep: Class 17 contains 58386 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14773 members 
Mstep: Class 20 contains 157535 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838192.000000 Penalty: 73559.882812
Iteration 93Q: 23 clusters Score -9.083819e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 767 members 
Mstep: Class 4 contains 40976 members 
Mstep: Class 5 contains 26377 members 
Mstep: Class 6 contains 20080 members 
Mstep: Class 7 contains 277059 members 
Mstep: Class 8 contains 40244 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 6334 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5404 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 13246 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 58373 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 157639 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838128.000000 Penalty: 73559.882812
Iteration 94Q: 23 clusters Score -9.083813e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 767 members 
Mstep: Class 4 contains 40970 members 
Mstep: Class 5 contains 26384 members 
Mstep: Class 6 contains 20101 members 
Mstep: Class 7 contains 276907 members 
Mstep: Class 8 contains 40250 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5406 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 13243 members 
Mstep: Class 16 contains 5269 members 
Mstep: Class 17 contains 58360 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 157764 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838120.000000 Penalty: 73559.882812
Iteration 95Q: 23 clusters Score -9.083812e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 767 members 
Mstep: Class 4 contains 40968 members 
Mstep: Class 5 contains 26385 members 
Mstep: Class 6 contains 20123 members 
Mstep: Class 7 contains 276752 members 
Mstep: Class 8 contains 40251 members 
Mstep: Class 9 contains 1348 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 13245 members 
Mstep: Class 16 contains 5269 members 
Mstep: Class 17 contains 58347 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14755 members 
Mstep: Class 20 contains 157872 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837984.000000 Penalty: 73559.882812
Iteration 96Q: 23 clusters Score -9.083798e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 766 members 
Mstep: Class 4 contains 40970 members 
Mstep: Class 5 contains 26391 members 
Mstep: Class 6 contains 20141 members 
Mstep: Class 7 contains 276604 members 
Mstep: Class 8 contains 40254 members 
Mstep: Class 9 contains 1349 members 
Mstep: Class 10 contains 6350 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5406 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 13248 members 
Mstep: Class 16 contains 5270 members 
Mstep: Class 17 contains 58337 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14755 members 
Mstep: Class 20 contains 157978 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838032.000000 Penalty: 73559.882812
Iteration 97Q: 23 clusters Score -9.083803e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 766 members 
Mstep: Class 4 contains 40972 members 
Mstep: Class 5 contains 26393 members 
Mstep: Class 6 contains 20156 members 
Mstep: Class 7 contains 276444 members 
Mstep: Class 8 contains 40253 members 
Mstep: Class 9 contains 1349 members 
Mstep: Class 10 contains 6357 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 13246 members 
Mstep: Class 16 contains 5273 members 
Mstep: Class 17 contains 58326 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14750 members 
Mstep: Class 20 contains 158111 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837992.000000 Penalty: 73559.882812
Iteration 98Q: 23 clusters Score -9.083799e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 766 members 
Mstep: Class 4 contains 40978 members 
Mstep: Class 5 contains 26395 members 
Mstep: Class 6 contains 20173 members 
Mstep: Class 7 contains 276274 members 
Mstep: Class 8 contains 40254 members 
Mstep: Class 9 contains 1349 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 13243 members 
Mstep: Class 16 contains 5273 members 
Mstep: Class 17 contains 58311 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14746 members 
Mstep: Class 20 contains 158256 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838088.000000 Penalty: 73559.882812
Iteration 99Q: 23 clusters Score -9.083809e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 766 members 
Mstep: Class 4 contains 40971 members 
Mstep: Class 5 contains 26398 members 
Mstep: Class 6 contains 20190 members 
Mstep: Class 7 contains 276125 members 
Mstep: Class 8 contains 40260 members 
Mstep: Class 9 contains 1349 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 13243 members 
Mstep: Class 16 contains 5277 members 
Mstep: Class 17 contains 58300 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 158376 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838208.000000 Penalty: 73559.882812
Iteration 100F: 23 clusters Score -9.083821e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 2643 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 40972 members 
Mstep: Class 5 contains 26402 members 
Mstep: Class 6 contains 20199 members 
Mstep: Class 7 contains 275973 members 
Mstep: Class 8 contains 40268 members 
Mstep: Class 9 contains 1349 members 
Mstep: Class 10 contains 6370 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5279 members 
Mstep: Class 17 contains 58291 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 158509 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838184.000000 Penalty: 73559.882812
Iteration 101Q: 23 clusters Score -9.083818e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 2651 members 
Mstep: Class 3 contains 752 members 
Mstep: Class 4 contains 40969 members 
Mstep: Class 5 contains 26407 members 
Mstep: Class 6 contains 20212 members 
Mstep: Class 7 contains 275809 members 
Mstep: Class 8 contains 40278 members 
Mstep: Class 9 contains 1349 members 
Mstep: Class 10 contains 6374 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5280 members 
Mstep: Class 17 contains 58284 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14753 members 
Mstep: Class 20 contains 158631 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838056.000000 Penalty: 73559.882812
Iteration 102Q: 23 clusters Score -9.083806e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 2655 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 40971 members 
Mstep: Class 5 contains 26407 members 
Mstep: Class 6 contains 20221 members 
Mstep: Class 7 contains 275664 members 
Mstep: Class 8 contains 40284 members 
Mstep: Class 9 contains 1349 members 
Mstep: Class 10 contains 6381 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2260 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5283 members 
Mstep: Class 17 contains 58280 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14759 members 
Mstep: Class 20 contains 158741 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838176.000000 Penalty: 73559.882812
Iteration 103Q: 23 clusters Score -9.083818e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 2659 members 
Mstep: Class 3 contains 730 members 
Mstep: Class 4 contains 40974 members 
Mstep: Class 5 contains 26408 members 
Mstep: Class 6 contains 20224 members 
Mstep: Class 7 contains 275523 members 
Mstep: Class 8 contains 40285 members 
Mstep: Class 9 contains 1349 members 
Mstep: Class 10 contains 6385 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5408 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2262 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5285 members 
Mstep: Class 17 contains 58276 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 158859 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838152.000000 Penalty: 73559.882812
Iteration 104Q: 23 clusters Score -9.083815e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 2666 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40977 members 
Mstep: Class 5 contains 26415 members 
Mstep: Class 6 contains 20238 members 
Mstep: Class 7 contains 275388 members 
Mstep: Class 8 contains 40289 members 
Mstep: Class 9 contains 1348 members 
Mstep: Class 10 contains 6390 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5409 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2263 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 58274 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 158954 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838016.000000 Penalty: 73559.882812
Iteration 105Q: 23 clusters Score -9.083802e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 718 members 
Mstep: Class 4 contains 40980 members 
Mstep: Class 5 contains 26413 members 
Mstep: Class 6 contains 20252 members 
Mstep: Class 7 contains 275258 members 
Mstep: Class 8 contains 40291 members 
Mstep: Class 9 contains 1348 members 
Mstep: Class 10 contains 6394 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5410 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2265 members 
Mstep: Class 15 contains 13237 members 
Mstep: Class 16 contains 5286 members 
Mstep: Class 17 contains 58280 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14768 members 
Mstep: Class 20 contains 159048 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837920.000000 Penalty: 73559.882812
Iteration 106Q: 23 clusters Score -9.083792e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 40980 members 
Mstep: Class 5 contains 26414 members 
Mstep: Class 6 contains 20261 members 
Mstep: Class 7 contains 275126 members 
Mstep: Class 8 contains 40291 members 
Mstep: Class 9 contains 1348 members 
Mstep: Class 10 contains 6396 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5410 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5285 members 
Mstep: Class 17 contains 58284 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14773 members 
Mstep: Class 20 contains 159152 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837944.000000 Penalty: 73559.882812
Iteration 107Q: 23 clusters Score -9.083794e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 40980 members 
Mstep: Class 5 contains 26411 members 
Mstep: Class 6 contains 20271 members 
Mstep: Class 7 contains 275005 members 
Mstep: Class 8 contains 40288 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6401 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5411 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 58287 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 159252 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838000.000000 Penalty: 73559.882812
Iteration 108Q: 23 clusters Score -9.0838e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 40982 members 
Mstep: Class 5 contains 26410 members 
Mstep: Class 6 contains 20277 members 
Mstep: Class 7 contains 274913 members 
Mstep: Class 8 contains 40287 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6403 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5412 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 58282 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14776 members 
Mstep: Class 20 contains 159337 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837936.000000 Penalty: 73559.882812
Iteration 109Q: 23 clusters Score -9.083794e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 40982 members 
Mstep: Class 5 contains 26407 members 
Mstep: Class 6 contains 20279 members 
Mstep: Class 7 contains 274825 members 
Mstep: Class 8 contains 40287 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6405 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 58278 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14777 members 
Mstep: Class 20 contains 159416 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838000.000000 Penalty: 73559.882812
Iteration 110Q: 23 clusters Score -9.0838e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 40980 members 
Mstep: Class 5 contains 26406 members 
Mstep: Class 6 contains 20282 members 
Mstep: Class 7 contains 274738 members 
Mstep: Class 8 contains 40287 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6409 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5415 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 58279 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 159487 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838000.000000 Penalty: 73559.882812
Iteration 111Q: 23 clusters Score -9.0838e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 40981 members 
Mstep: Class 5 contains 26406 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 274663 members 
Mstep: Class 8 contains 40287 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6411 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5416 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 58279 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 159551 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837904.000000 Penalty: 73559.882812
Iteration 112Q: 23 clusters Score -9.08379e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 40983 members 
Mstep: Class 5 contains 26407 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 274600 members 
Mstep: Class 8 contains 40284 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6413 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5416 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 13231 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 58275 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 159606 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837824.000000 Penalty: 73559.882812
Iteration 113Q: 23 clusters Score -9.083782e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26402 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 274535 members 
Mstep: Class 8 contains 40284 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6415 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5416 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 13231 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 58274 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14776 members 
Mstep: Class 20 contains 159659 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837872.000000 Penalty: 73559.882812
Iteration 114Q: 23 clusters Score -9.083787e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 40993 members 
Mstep: Class 5 contains 26400 members 
Mstep: Class 6 contains 20288 members 
Mstep: Class 7 contains 274484 members 
Mstep: Class 8 contains 40283 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6415 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5416 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 58275 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14775 members 
Mstep: Class 20 contains 159699 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837984.000000 Penalty: 73559.882812
Iteration 115Q: 23 clusters Score -9.083798e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 40995 members 
Mstep: Class 5 contains 26400 members 
Mstep: Class 6 contains 20288 members 
Mstep: Class 7 contains 274437 members 
Mstep: Class 8 contains 40281 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6415 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5416 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 58273 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14774 members 
Mstep: Class 20 contains 159739 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837976.000000 Penalty: 73559.882812
Iteration 116Q: 23 clusters Score -9.083798e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 41001 members 
Mstep: Class 5 contains 26403 members 
Mstep: Class 6 contains 20290 members 
Mstep: Class 7 contains 274394 members 
Mstep: Class 8 contains 40280 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6415 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5415 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 58271 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14772 members 
Mstep: Class 20 contains 159770 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838000.000000 Penalty: 73559.882812
Iteration 117Q: 23 clusters Score -9.0838e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 41002 members 
Mstep: Class 5 contains 26401 members 
Mstep: Class 6 contains 20288 members 
Mstep: Class 7 contains 274380 members 
Mstep: Class 8 contains 40279 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6416 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5416 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 13231 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 58273 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14770 members 
Mstep: Class 20 contains 159778 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838032.000000 Penalty: 73559.882812
Iteration 118Q: 23 clusters Score -9.083803e+07 nChanged 90
Entering ConstructFrom: 
Score: -90838032.000000 Penalty: 73559.882812
Entering ConstructFrom: 
Trying to split cluster 1 (35574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Entering Unmasked Estep 
Score: -4484525.500000 Penalty: 2598.883789
	Iteration 0F: 2 clusters Score -4484526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -4460277.500000 Penalty: 5197.767578
	Iteration 0F: 3 clusters Score -4460278 nChanged 16238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -4469300.000000 Penalty: 5197.767578
	Iteration 1F: 3 clusters Score -4469300 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -4470011.500000 Penalty: 5197.767578
	Iteration 2Q: 3 clusters Score -4470012 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -4470969.500000 Penalty: 5197.767578
	Iteration 3Q: 3 clusters Score -4470970 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -4472311.500000 Penalty: 5197.767578
	Iteration 4F: 3 clusters Score -4472312 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -4473592.000000 Penalty: 5197.767578
	Iteration 5F: 3 clusters Score -4473592 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -4474633.000000 Penalty: 5197.767578
	Iteration 6F: 3 clusters Score -4474633 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -4475603.000000 Penalty: 5197.767578
	Iteration 7F: 3 clusters Score -4475603 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -4476505.500000 Penalty: 5197.767578
	Iteration 8Q: 3 clusters Score -4476506 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -4477469.000000 Penalty: 5197.767578
	Iteration 9Q: 3 clusters Score -4477469 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -4478559.500000 Penalty: 5197.767578
	Iteration 10Q: 3 clusters Score -4478560 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -4479695.500000 Penalty: 5197.767578
	Iteration 11Q: 3 clusters Score -4479696 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -4480812.500000 Penalty: 5197.767578
	Iteration 12Q: 3 clusters Score -4480812 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -4481584.000000 Penalty: 5197.767578
	Iteration 13Q: 3 clusters Score -4481584 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -4481969.000000 Penalty: 5197.767578
	Iteration 14Q: 3 clusters Score -4481969 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -4482180.500000 Penalty: 5197.767578
	Iteration 15Q: 3 clusters Score -4482180 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -4482280.500000 Penalty: 5197.767578
	Iteration 16Q: 3 clusters Score -4482280 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -4482323.000000 Penalty: 5197.767578
	Iteration 17Q: 3 clusters Score -4482323 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -4482379.000000 Penalty: 5197.767578
	Iteration 18Q: 3 clusters Score -4482379 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -4482455.000000 Penalty: 5197.767578
	Iteration 19Q: 3 clusters Score -4482455 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -4482515.000000 Penalty: 5197.767578
	Iteration 20F: 3 clusters Score -4482515 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -4482627.500000 Penalty: 5197.767578
	Iteration 21Q: 3 clusters Score -4482628 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -4482752.000000 Penalty: 5197.767578
	Iteration 22Q: 3 clusters Score -4482752 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -4482874.500000 Penalty: 5197.767578
	Iteration 23Q: 3 clusters Score -4482874 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -4483021.500000 Penalty: 5197.767578
	Iteration 24Q: 3 clusters Score -4483022 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -4483216.500000 Penalty: 5197.767578
	Iteration 25Q: 3 clusters Score -4483216 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -4483407.500000 Penalty: 5197.767578
	Iteration 26Q: 3 clusters Score -4483408 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -4483627.000000 Penalty: 5197.767578
	Iteration 27Q: 3 clusters Score -4483627 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -4483834.000000 Penalty: 5197.767578
	Iteration 28Q: 3 clusters Score -4483834 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -4484009.000000 Penalty: 5197.767578
	Iteration 29Q: 3 clusters Score -4484009 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -4484202.500000 Penalty: 5197.767578
	Iteration 30Q: 3 clusters Score -4484202 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -4484373.000000 Penalty: 5197.767578
	Iteration 31Q: 3 clusters Score -4484373 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -4484511.000000 Penalty: 5197.767578
	Iteration 32Q: 3 clusters Score -4484511 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -4484636.500000 Penalty: 5197.767578
	Iteration 33Q: 3 clusters Score -4484636 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -4484729.500000 Penalty: 5197.767578
	Iteration 34Q: 3 clusters Score -4484730 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -4484793.500000 Penalty: 5197.767578
	Iteration 35Q: 3 clusters Score -4484794 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -4484836.500000 Penalty: 5197.767578
	Iteration 36Q: 3 clusters Score -4484836 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -4484889.000000 Penalty: 5197.767578
	Iteration 37Q: 3 clusters Score -4484889 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -4484899.500000 Penalty: 5197.767578
	Iteration 38Q: 3 clusters Score -4484900 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -4484917.500000 Penalty: 5197.767578
	Iteration 39Q: 3 clusters Score -4484918 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -4484932.500000 Penalty: 5197.767578
	Iteration 40F: 3 clusters Score -4484932 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -4484950.000000 Penalty: 5197.767578
	Iteration 41Q: 3 clusters Score -4484950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4484939.500000 Penalty: 5197.767578
	Iteration 42Q: 3 clusters Score -4484940 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -4484956.500000 Penalty: 5197.767578
	Iteration 43Q: 3 clusters Score -4484956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -4484950.500000 Penalty: 5197.767578
	Iteration 44Q: 3 clusters Score -4484950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -4484956.000000 Penalty: 5197.767578
	Iteration 45Q: 3 clusters Score -4484956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -4484949.000000 Penalty: 5197.767578
	Iteration 46Q: 3 clusters Score -4484949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -4484960.500000 Penalty: 5197.767578
	Iteration 47Q: 3 clusters Score -4484960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -4484962.500000 Penalty: 5197.767578
	Iteration 48Q: 3 clusters Score -4484962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -4484951.000000 Penalty: 5197.767578
	Iteration 49Q: 3 clusters Score -4484951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -4484966.000000 Penalty: 5197.767578
	Iteration 50Q: 3 clusters Score -4484966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -4484968.500000 Penalty: 5197.767578
	Iteration 51Q: 3 clusters Score -4484968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -4484969.000000 Penalty: 5197.767578
	Iteration 52Q: 3 clusters Score -4484969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -4484972.000000 Penalty: 5197.767578
	Iteration 53Q: 3 clusters Score -4484972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -4484971.000000 Penalty: 5197.767578
	Iteration 54Q: 3 clusters Score -4484971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -4484969.500000 Penalty: 5197.767578
	Iteration 55Q: 3 clusters Score -4484970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -4484968.500000 Penalty: 5197.767578
	Iteration 56Q: 3 clusters Score -4484968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -4484976.000000 Penalty: 5197.767578
	Iteration 57Q: 3 clusters Score -4484976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -4484977.000000 Penalty: 5197.767578
	Iteration 58Q: 3 clusters Score -4484977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -4484977.000000 Penalty: 5197.767578
	Iteration 59F: 3 clusters Score -4484977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 41004 members 
Mstep: Class 5 contains 26402 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 274361 members 
Mstep: Class 8 contains 40278 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6418 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5415 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 13233 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 58274 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14768 members 
Mstep: Class 20 contains 159792 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 19505 members 
Entering Unmasked Estep 
Score: -90837592.000000 Penalty: 76903.515625
Splitting cluster 1 changes total score from -90838032.000000 to -90837592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Entering Unmasked Estep 
Score: -331780.218750 Penalty: 1956.213989
	Iteration 0F: 2 clusters Score -331780.2 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 1310 members 
Entering Unmasked Estep 
Score: -328730.125000 Penalty: 3912.427979
	Iteration 0F: 3 clusters Score -328730.1 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -329476.281250 Penalty: 3912.427979
	Iteration 1F: 3 clusters Score -329476.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -329963.093750 Penalty: 3912.427979
	Iteration 2F: 3 clusters Score -329963.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -330411.031250 Penalty: 3912.427979
	Iteration 3F: 3 clusters Score -330411 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -330801.968750 Penalty: 3912.427979
	Iteration 4F: 3 clusters Score -330802 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -331227.843750 Penalty: 3912.427979
	Iteration 5F: 3 clusters Score -331227.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -331640.437500 Penalty: 3912.427979
	Iteration 6F: 3 clusters Score -331640.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -331902.031250 Penalty: 3912.427979
	Iteration 7F: 3 clusters Score -331902 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -332057.968750 Penalty: 3912.427979
	Iteration 8Q: 3 clusters Score -332058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -332158.250000 Penalty: 3912.427979
	Iteration 9Q: 3 clusters Score -332158.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -332229.468750 Penalty: 3912.427979
	Iteration 10Q: 3 clusters Score -332229.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -332269.468750 Penalty: 3912.427979
	Iteration 11Q: 3 clusters Score -332269.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -332303.406250 Penalty: 3912.427979
	Iteration 12Q: 3 clusters Score -332303.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -332319.468750 Penalty: 3912.427979
	Iteration 13Q: 3 clusters Score -332319.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -332335.781250 Penalty: 3912.427979
	Iteration 14Q: 3 clusters Score -332335.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -332358.062500 Penalty: 3912.427979
	Iteration 15Q: 3 clusters Score -332358.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -332376.187500 Penalty: 3912.427979
	Iteration 16Q: 3 clusters Score -332376.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -332385.875000 Penalty: 3912.427979
	Iteration 17Q: 3 clusters Score -332385.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -332391.406250 Penalty: 3912.427979
	Iteration 18Q: 3 clusters Score -332391.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -332393.937500 Penalty: 3912.427979
	Iteration 19Q: 3 clusters Score -332393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -332399.687500 Penalty: 3912.427979
	Iteration 20F: 3 clusters Score -332399.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -332415.250000 Penalty: 3912.427979
	Iteration 21Q: 3 clusters Score -332415.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -332428.718750 Penalty: 3912.427979
	Iteration 22Q: 3 clusters Score -332428.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -332442.156250 Penalty: 3912.427979
	Iteration 23Q: 3 clusters Score -332442.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -332461.656250 Penalty: 3912.427979
	Iteration 24Q: 3 clusters Score -332461.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -332466.437500 Penalty: 3912.427979
	Iteration 25Q: 3 clusters Score -332466.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -332471.218750 Penalty: 3912.427979
	Iteration 26Q: 3 clusters Score -332471.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -332478.343750 Penalty: 3912.427979
	Iteration 27Q: 3 clusters Score -332478.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -332482.187500 Penalty: 3912.427979
	Iteration 28Q: 3 clusters Score -332482.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -332482.187500 Penalty: 3912.427979
	Iteration 29F: 3 clusters Score -332482.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 41004 members 
Mstep: Class 5 contains 26402 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 274361 members 
Mstep: Class 8 contains 40278 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6418 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5415 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 13233 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 58274 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14768 members 
Mstep: Class 20 contains 159792 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 2311 members 
Entering Unmasked Estep 
Score: -90837448.000000 Penalty: 76903.515625
Splitting cluster 2 changes total score from -90838032.000000 to -90837448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -71633.164062 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -71633.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69994.187500 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -69994.19 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70294.281250 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -70294.28 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -70446.976562 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -70446.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -70514.218750 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -70514.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -70545.632812 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -70545.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -70560.062500 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -70560.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -70570.851562 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -70570.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -70583.234375 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -70583.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -70595.578125 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -70595.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -70604.273438 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -70604.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -70611.953125 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -70611.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -70626.156250 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -70626.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -70646.945312 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -70646.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -70698.289062 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -70698.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -70743.890625 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -70743.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70760.031250 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -70760.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70780.796875 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -70780.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -70806.046875 Penalty: 3261.237549
	Iteration 17Q: 3 clusters Score -70806.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70820.101562 Penalty: 3261.237549
	Iteration 18Q: 3 clusters Score -70820.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70831.171875 Penalty: 3261.237549
	Iteration 19Q: 3 clusters Score -70831.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -70846.585938 Penalty: 3261.237549
	Iteration 20F: 3 clusters Score -70846.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70866.320312 Penalty: 3261.237549
	Iteration 21Q: 3 clusters Score -70866.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -70878.906250 Penalty: 3261.237549
	Iteration 22Q: 3 clusters Score -70878.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -70892.976562 Penalty: 3261.237549
	Iteration 23Q: 3 clusters Score -70892.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -70919.148438 Penalty: 3261.237549
	Iteration 24Q: 3 clusters Score -70919.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -70938.804688 Penalty: 3261.237549
	Iteration 25Q: 3 clusters Score -70938.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -70949.023438 Penalty: 3261.237549
	Iteration 26Q: 3 clusters Score -70949.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70956.695312 Penalty: 3261.237549
	Iteration 27Q: 3 clusters Score -70956.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -70967.640625 Penalty: 3261.237549
	Iteration 28Q: 3 clusters Score -70967.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -70984.843750 Penalty: 3261.237549
	Iteration 29Q: 3 clusters Score -70984.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -71004.500000 Penalty: 3261.237549
	Iteration 30Q: 3 clusters Score -71004.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -71023.335938 Penalty: 3261.237549
	Iteration 31Q: 3 clusters Score -71023.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71027.398438 Penalty: 3261.237549
	Iteration 32Q: 3 clusters Score -71027.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71031.375000 Penalty: 3261.237549
	Iteration 33Q: 3 clusters Score -71031.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -71035.703125 Penalty: 3261.237549
	Iteration 34Q: 3 clusters Score -71035.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -71037.156250 Penalty: 3261.237549
	Iteration 35Q: 3 clusters Score -71037.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -71038.765625 Penalty: 3261.237549
	Iteration 36Q: 3 clusters Score -71038.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -71038.765625 Penalty: 3261.237549
	Iteration 37F: 3 clusters Score -71038.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Entering Unmasked Estep 
Score: -5346668.500000 Penalty: 2634.113281
	Iteration 0F: 2 clusters Score -5346668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -5318905.500000 Penalty: 5268.226562
	Iteration 0F: 3 clusters Score -5318906 nChanged 18748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -5329227.500000 Penalty: 5268.226562
	Iteration 1F: 3 clusters Score -5329228 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -5329714.000000 Penalty: 5268.226562
	Iteration 2Q: 3 clusters Score -5329714 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -5330280.000000 Penalty: 5268.226562
	Iteration 3Q: 3 clusters Score -5330280 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -5330808.500000 Penalty: 5268.226562
	Iteration 4Q: 3 clusters Score -5330808 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -5331483.000000 Penalty: 5268.226562
	Iteration 5Q: 3 clusters Score -5331483 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -5332332.500000 Penalty: 5268.226562
	Iteration 6Q: 3 clusters Score -5332332 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -5333370.500000 Penalty: 5268.226562
	Iteration 7Q: 3 clusters Score -5333370 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -5334729.000000 Penalty: 5268.226562
	Iteration 8F: 3 clusters Score -5334729 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -5336319.500000 Penalty: 5268.226562
	Iteration 9F: 3 clusters Score -5336320 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -5338151.000000 Penalty: 5268.226562
	Iteration 10F: 3 clusters Score -5338151 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -5339844.500000 Penalty: 5268.226562
	Iteration 11F: 3 clusters Score -5339844 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -5341296.500000 Penalty: 5268.226562
	Iteration 12Q: 3 clusters Score -5341296 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -5342375.000000 Penalty: 5268.226562
	Iteration 13Q: 3 clusters Score -5342375 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5343120.500000 Penalty: 5268.226562
	Iteration 14Q: 3 clusters Score -5343120 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5343582.500000 Penalty: 5268.226562
	Iteration 15Q: 3 clusters Score -5343582 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5343906.500000 Penalty: 5268.226562
	Iteration 16Q: 3 clusters Score -5343906 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5344082.000000 Penalty: 5268.226562
	Iteration 17Q: 3 clusters Score -5344082 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5344182.500000 Penalty: 5268.226562
	Iteration 18Q: 3 clusters Score -5344182 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5344275.500000 Penalty: 5268.226562
	Iteration 19Q: 3 clusters Score -5344276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5344332.000000 Penalty: 5268.226562
	Iteration 20F: 3 clusters Score -5344332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5344362.500000 Penalty: 5268.226562
	Iteration 21Q: 3 clusters Score -5344362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5344381.000000 Penalty: 5268.226562
	Iteration 22Q: 3 clusters Score -5344381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5344399.500000 Penalty: 5268.226562
	Iteration 23Q: 3 clusters Score -5344400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5344421.500000 Penalty: 5268.226562
	Iteration 24Q: 3 clusters Score -5344422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5344436.000000 Penalty: 5268.226562
	Iteration 25Q: 3 clusters Score -5344436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5344450.500000 Penalty: 5268.226562
	Iteration 26Q: 3 clusters Score -5344450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5344475.500000 Penalty: 5268.226562
	Iteration 27Q: 3 clusters Score -5344476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5344477.500000 Penalty: 5268.226562
	Iteration 28Q: 3 clusters Score -5344478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5344484.500000 Penalty: 5268.226562
	Iteration 29Q: 3 clusters Score -5344484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5344490.000000 Penalty: 5268.226562
	Iteration 30Q: 3 clusters Score -5344490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5344500.000000 Penalty: 5268.226562
	Iteration 31Q: 3 clusters Score -5344500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5344508.000000 Penalty: 5268.226562
	Iteration 32Q: 3 clusters Score -5344508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5344513.500000 Penalty: 5268.226562
	Iteration 33Q: 3 clusters Score -5344514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5344518.500000 Penalty: 5268.226562
	Iteration 34Q: 3 clusters Score -5344518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5344537.000000 Penalty: 5268.226562
	Iteration 35Q: 3 clusters Score -5344537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5344540.500000 Penalty: 5268.226562
	Iteration 36Q: 3 clusters Score -5344540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5344543.000000 Penalty: 5268.226562
	Iteration 37Q: 3 clusters Score -5344543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5344538.000000 Penalty: 5268.226562
	Iteration 38Q: 3 clusters Score -5344538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5344545.000000 Penalty: 5268.226562
	Iteration 39Q: 3 clusters Score -5344545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5344543.500000 Penalty: 5268.226562
	Iteration 40F: 3 clusters Score -5344544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5344545.000000 Penalty: 5268.226562
	Iteration 41Q: 3 clusters Score -5344545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5344545.000000 Penalty: 5268.226562
	Iteration 42F: 3 clusters Score -5344545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Entering Unmasked Estep 
Score: -3186892.250000 Penalty: 2524.936523
	Iteration 0F: 2 clusters Score -3186892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3168644.750000 Penalty: 5049.873047
	Iteration 0F: 3 clusters Score -3168645 nChanged 11881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -3175087.250000 Penalty: 5049.873047
	Iteration 1F: 3 clusters Score -3175087 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3175591.750000 Penalty: 5049.873047
	Iteration 2Q: 3 clusters Score -3175592 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3176061.000000 Penalty: 5049.873047
	Iteration 3Q: 3 clusters Score -3176061 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -3176559.750000 Penalty: 5049.873047
	Iteration 4Q: 3 clusters Score -3176560 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -3177076.000000 Penalty: 5049.873047
	Iteration 5Q: 3 clusters Score -3177076 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -3177643.500000 Penalty: 5049.873047
	Iteration 6Q: 3 clusters Score -3177644 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -3178231.000000 Penalty: 5049.873047
	Iteration 7Q: 3 clusters Score -3178231 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -3178873.750000 Penalty: 5049.873047
	Iteration 8Q: 3 clusters Score -3178874 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3179496.000000 Penalty: 5049.873047
	Iteration 9Q: 3 clusters Score -3179496 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -3180154.000000 Penalty: 5049.873047
	Iteration 10Q: 3 clusters Score -3180154 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3180837.250000 Penalty: 5049.873047
	Iteration 11Q: 3 clusters Score -3180837 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3181392.500000 Penalty: 5049.873047
	Iteration 12Q: 3 clusters Score -3181392 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -3181802.000000 Penalty: 5049.873047
	Iteration 13Q: 3 clusters Score -3181802 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -3182111.250000 Penalty: 5049.873047
	Iteration 14Q: 3 clusters Score -3182111 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -3182336.500000 Penalty: 5049.873047
	Iteration 15Q: 3 clusters Score -3182336 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -3182485.000000 Penalty: 5049.873047
	Iteration 16Q: 3 clusters Score -3182485 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3182602.500000 Penalty: 5049.873047
	Iteration 17Q: 3 clusters Score -3182602 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -3182704.250000 Penalty: 5049.873047
	Iteration 18Q: 3 clusters Score -3182704 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -3182818.000000 Penalty: 5049.873047
	Iteration 19Q: 3 clusters Score -3182818 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -3182898.500000 Penalty: 5049.873047
	Iteration 20F: 3 clusters Score -3182898 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -3182976.500000 Penalty: 5049.873047
	Iteration 21Q: 3 clusters Score -3182976 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -3183049.750000 Penalty: 5049.873047
	Iteration 22Q: 3 clusters Score -3183050 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -3183117.250000 Penalty: 5049.873047
	Iteration 23Q: 3 clusters Score -3183117 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -3183193.750000 Penalty: 5049.873047
	Iteration 24Q: 3 clusters Score -3183194 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3183289.000000 Penalty: 5049.873047
	Iteration 25Q: 3 clusters Score -3183289 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -3183393.250000 Penalty: 5049.873047
	Iteration 26Q: 3 clusters Score -3183393 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3183458.750000 Penalty: 5049.873047
	Iteration 27Q: 3 clusters Score -3183459 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3183545.000000 Penalty: 5049.873047
	Iteration 28Q: 3 clusters Score -3183545 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3183622.250000 Penalty: 5049.873047
	Iteration 29Q: 3 clusters Score -3183622 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3183718.500000 Penalty: 5049.873047
	Iteration 30Q: 3 clusters Score -3183718 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3183818.250000 Penalty: 5049.873047
	Iteration 31Q: 3 clusters Score -3183818 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3183896.250000 Penalty: 5049.873047
	Iteration 32Q: 3 clusters Score -3183896 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3183962.250000 Penalty: 5049.873047
	Iteration 33Q: 3 clusters Score -3183962 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3184044.250000 Penalty: 5049.873047
	Iteration 34Q: 3 clusters Score -3184044 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3184150.250000 Penalty: 5049.873047
	Iteration 35Q: 3 clusters Score -3184150 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3184220.000000 Penalty: 5049.873047
	Iteration 36Q: 3 clusters Score -3184220 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3184292.500000 Penalty: 5049.873047
	Iteration 37Q: 3 clusters Score -3184292 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3184348.250000 Penalty: 5049.873047
	Iteration 38Q: 3 clusters Score -3184348 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3184406.500000 Penalty: 5049.873047
	Iteration 39Q: 3 clusters Score -3184406 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3184451.000000 Penalty: 5049.873047
	Iteration 40F: 3 clusters Score -3184451 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3184487.500000 Penalty: 5049.873047
	Iteration 41Q: 3 clusters Score -3184488 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3184530.250000 Penalty: 5049.873047
	Iteration 42Q: 3 clusters Score -3184530 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3184573.750000 Penalty: 5049.873047
	Iteration 43Q: 3 clusters Score -3184574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3184611.000000 Penalty: 5049.873047
	Iteration 44Q: 3 clusters Score -3184611 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3184625.750000 Penalty: 5049.873047
	Iteration 45Q: 3 clusters Score -3184626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3184646.750000 Penalty: 5049.873047
	Iteration 46Q: 3 clusters Score -3184647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3184666.250000 Penalty: 5049.873047
	Iteration 47Q: 3 clusters Score -3184666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3184685.250000 Penalty: 5049.873047
	Iteration 48Q: 3 clusters Score -3184685 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3184714.000000 Penalty: 5049.873047
	Iteration 49Q: 3 clusters Score -3184714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3184732.000000 Penalty: 5049.873047
	Iteration 50Q: 3 clusters Score -3184732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3184758.500000 Penalty: 5049.873047
	Iteration 51Q: 3 clusters Score -3184758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3184770.500000 Penalty: 5049.873047
	Iteration 52Q: 3 clusters Score -3184770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3184784.500000 Penalty: 5049.873047
	Iteration 53Q: 3 clusters Score -3184784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3184787.000000 Penalty: 5049.873047
	Iteration 54Q: 3 clusters Score -3184787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3184791.000000 Penalty: 5049.873047
	Iteration 55Q: 3 clusters Score -3184791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3184791.000000 Penalty: 5049.873047
	Iteration 56Q: 3 clusters Score -3184791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3184792.750000 Penalty: 5049.873047
	Iteration 57Q: 3 clusters Score -3184793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3184801.500000 Penalty: 5049.873047
	Iteration 58Q: 3 clusters Score -3184802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3184802.000000 Penalty: 5049.873047
	Iteration 59Q: 3 clusters Score -3184802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3184802.750000 Penalty: 5049.873047
	Iteration 60F: 3 clusters Score -3184803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3184800.500000 Penalty: 5049.873047
	Iteration 61Q: 3 clusters Score -3184800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3184800.500000 Penalty: 5049.873047
	Iteration 62F: 3 clusters Score -3184800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Entering Unmasked Estep 
Score: -2685075.500000 Penalty: 2459.598389
	Iteration 0F: 2 clusters Score -2685076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2670694.250000 Penalty: 4919.196777
	Iteration 0F: 3 clusters Score -2670694 nChanged 9002
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2675590.250000 Penalty: 4919.196777
	Iteration 1F: 3 clusters Score -2675590 nChanged 1146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2676045.500000 Penalty: 4919.196777
	Iteration 2F: 3 clusters Score -2676046 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2676485.750000 Penalty: 4919.196777
	Iteration 3F: 3 clusters Score -2676486 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2676915 nChanged 956
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -2677454 nChanged 1055
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2678168.500000 Penalty: 4919.196777
	Iteration 6F: 3 clusters Score -2678168 nChanged 1105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2679032.250000 Penalty: 4919.196777
	Iteration 7F: 3 clusters Score -2679032 nChanged 1041
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2679912 nChanged 909
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Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2680756 nChanged 765
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Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2681469.250000 Penalty: 4919.196777
	Iteration 10Q: 3 clusters Score -2681469 nChanged 639
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Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2681997 nChanged 516
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Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2682298 nChanged 391
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Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2682449.000000 Penalty: 4919.196777
	Iteration 13Q: 3 clusters Score -2682449 nChanged 254
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2682552 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2682606.250000 Penalty: 4919.196777
	Iteration 15Q: 3 clusters Score -2682606 nChanged 134
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Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2682646 nChanged 105
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Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2682659.500000 Penalty: 4919.196777
	Iteration 17Q: 3 clusters Score -2682660 nChanged 97
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Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2682702.500000 Penalty: 4919.196777
	Iteration 18Q: 3 clusters Score -2682702 nChanged 96
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Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2682719 nChanged 101
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Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2682753 nChanged 92
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Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2682782 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2682810.500000 Penalty: 4919.196777
	Iteration 22Q: 3 clusters Score -2682810 nChanged 102
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Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2682833 nChanged 95
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Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2682881.750000 Penalty: 4919.196777
	Iteration 24Q: 3 clusters Score -2682882 nChanged 125
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Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2682911.000000 Penalty: 4919.196777
	Iteration 25Q: 3 clusters Score -2682911 nChanged 124
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Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2682936 nChanged 111
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Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2682968 nChanged 98
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Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2682993.500000 Penalty: 4919.196777
	Iteration 28Q: 3 clusters Score -2682994 nChanged 82
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Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2683011.000000 Penalty: 4919.196777
	Iteration 29Q: 3 clusters Score -2683011 nChanged 83
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Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2683028.250000 Penalty: 4919.196777
	Iteration 30Q: 3 clusters Score -2683028 nChanged 84
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Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2683054 nChanged 84
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Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2683072 nChanged 78
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Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2683099 nChanged 86
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Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2683119.500000 Penalty: 4919.196777
	Iteration 34Q: 3 clusters Score -2683120 nChanged 71
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Mstep: Class 1 contains 16065 members 
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Entering Unmasked Estep 
Score: -2683129.750000 Penalty: 4919.196777
	Iteration 35Q: 3 clusters Score -2683130 nChanged 72
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Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2683151.000000 Penalty: 4919.196777
	Iteration 36Q: 3 clusters Score -2683151 nChanged 66
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Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2683163.500000 Penalty: 4919.196777
	Iteration 37Q: 3 clusters Score -2683164 nChanged 70
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Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2683182.000000 Penalty: 4919.196777
	Iteration 38Q: 3 clusters Score -2683182 nChanged 77
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Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2683191.750000 Penalty: 4919.196777
	Iteration 39Q: 3 clusters Score -2683192 nChanged 63
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Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2683207.500000 Penalty: 4919.196777
	Iteration 40F: 3 clusters Score -2683208 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2683222.500000 Penalty: 4919.196777
	Iteration 41Q: 3 clusters Score -2683222 nChanged 65
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Mstep: Class 1 contains 15765 members 
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Score: -2683232.500000 Penalty: 4919.196777
	Iteration 42Q: 3 clusters Score -2683232 nChanged 57
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Mstep: Class 1 contains 15722 members 
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Entering Unmasked Estep 
Score: -2683234.500000 Penalty: 4919.196777
	Iteration 43Q: 3 clusters Score -2683234 nChanged 56
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Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2683251 nChanged 40
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Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2683263.750000 Penalty: 4919.196777
	Iteration 45Q: 3 clusters Score -2683264 nChanged 31
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Mstep: Class 1 contains 15635 members 
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Entering Unmasked Estep 
Score: -2683269.250000 Penalty: 4919.196777
	Iteration 46Q: 3 clusters Score -2683269 nChanged 28
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Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2683271 nChanged 33
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Mstep: Class 1 contains 15596 members 
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Entering Unmasked Estep 
Score: -2683278.500000 Penalty: 4919.196777
	Iteration 48Q: 3 clusters Score -2683278 nChanged 43
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Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2683286 nChanged 31
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Mstep: Class 1 contains 15540 members 
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Entering Unmasked Estep 
Score: -2683297.500000 Penalty: 4919.196777
	Iteration 50Q: 3 clusters Score -2683298 nChanged 30
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Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2683300.000000 Penalty: 4919.196777
	Iteration 51Q: 3 clusters Score -2683300 nChanged 25
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Mstep: Class 1 contains 15497 members 
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Entering Unmasked Estep 
Score: -2683309.750000 Penalty: 4919.196777
	Iteration 52Q: 3 clusters Score -2683310 nChanged 15
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Mstep: Class 1 contains 15484 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2683309 nChanged 9
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Mstep: Class 1 contains 15477 members 
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Entering Unmasked Estep 
Score: -2683306.000000 Penalty: 4919.196777
	Iteration 54Q: 3 clusters Score -2683306 nChanged 8
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Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2683302.500000 Penalty: 4919.196777
	Iteration 55Q: 3 clusters Score -2683302 nChanged 11
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Mstep: Class 1 contains 15464 members 
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Entering Unmasked Estep 
Score: -2683299.000000 Penalty: 4919.196777
	Iteration 56Q: 3 clusters Score -2683299 nChanged 10
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Mstep: Class 1 contains 15456 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2683302 nChanged 7
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Mstep: Class 1 contains 15449 members 
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Entering Unmasked Estep 
Score: -2683298.250000 Penalty: 4919.196777
	Iteration 58Q: 3 clusters Score -2683298 nChanged 10
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Mstep: Class 1 contains 15439 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2683302 nChanged 11
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Mstep: Class 1 contains 15430 members 
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Entering Unmasked Estep 
Score: -2683299.250000 Penalty: 4919.196777
	Iteration 60F: 3 clusters Score -2683299 nChanged 15
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Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2683303.750000 Penalty: 4919.196777
	Iteration 61Q: 3 clusters Score -2683304 nChanged 19
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Entering Unmasked Estep 
Score: -2683308.000000 Penalty: 4919.196777
	Iteration 62Q: 3 clusters Score -2683308 nChanged 29
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Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2683309 nChanged 30
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Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2683312.000000 Penalty: 4919.196777
	Iteration 64Q: 3 clusters Score -2683312 nChanged 28
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Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -2683316.750000 Penalty: 4919.196777
	Iteration 65Q: 3 clusters Score -2683317 nChanged 30
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Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2683324.500000 Penalty: 4919.196777
	Iteration 66Q: 3 clusters Score -2683324 nChanged 30
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Mstep: Class 1 contains 15277 members 
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Entering Unmasked Estep 
Score: -2683328.750000 Penalty: 4919.196777
	Iteration 67Q: 3 clusters Score -2683329 nChanged 34
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Mstep: Class 1 contains 15251 members 
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Entering Unmasked Estep 
Score: -2683337.000000 Penalty: 4919.196777
	Iteration 68Q: 3 clusters Score -2683337 nChanged 39
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Mstep: Class 1 contains 15216 members 
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Entering Unmasked Estep 
Score: -2683338.000000 Penalty: 4919.196777
	Iteration 69Q: 3 clusters Score -2683338 nChanged 23
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Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2683338.750000 Penalty: 4919.196777
	Iteration 70Q: 3 clusters Score -2683339 nChanged 15
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Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2683343.500000 Penalty: 4919.196777
	Iteration 71Q: 3 clusters Score -2683344 nChanged 15
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Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2683343.750000 Penalty: 4919.196777
	Iteration 72Q: 3 clusters Score -2683344 nChanged 18
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Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2683347.500000 Penalty: 4919.196777
	Iteration 73Q: 3 clusters Score -2683348 nChanged 22
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Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2683346.250000 Penalty: 4919.196777
	Iteration 74Q: 3 clusters Score -2683346 nChanged 22
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Entering Unmasked Estep 
Score: -2683344.500000 Penalty: 4919.196777
	Iteration 75Q: 3 clusters Score -2683344 nChanged 35
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Entering Unmasked Estep 
Score: -2683351.500000 Penalty: 4919.196777
	Iteration 76Q: 3 clusters Score -2683352 nChanged 39
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Entering Unmasked Estep 
Score: -2683362.000000 Penalty: 4919.196777
	Iteration 77Q: 3 clusters Score -2683362 nChanged 32
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Entering Unmasked Estep 
Score: -2683365.250000 Penalty: 4919.196777
	Iteration 78Q: 3 clusters Score -2683365 nChanged 35
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Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2683371.500000 Penalty: 4919.196777
	Iteration 79Q: 3 clusters Score -2683372 nChanged 34
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Entering Unmasked Estep 
Score: -2683368.500000 Penalty: 4919.196777
	Iteration 80F: 3 clusters Score -2683368 nChanged 27
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Entering Unmasked Estep 
Score: -2683377.000000 Penalty: 4919.196777
	Iteration 81Q: 3 clusters Score -2683377 nChanged 38
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Entering Unmasked Estep 
Score: -2683394.000000 Penalty: 4919.196777
	Iteration 82Q: 3 clusters Score -2683394 nChanged 36
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Score: -2683401.000000 Penalty: 4919.196777
	Iteration 83Q: 3 clusters Score -2683401 nChanged 38
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	Iteration 84Q: 3 clusters Score -2683397 nChanged 45
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Entering Unmasked Estep 
Score: -2683415.250000 Penalty: 4919.196777
	Iteration 85Q: 3 clusters Score -2683415 nChanged 58
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Entering Unmasked Estep 
Score: -2683414.500000 Penalty: 4919.196777
	Iteration 86Q: 3 clusters Score -2683414 nChanged 54
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Entering Unmasked Estep 
Score: -2683422.750000 Penalty: 4919.196777
	Iteration 87Q: 3 clusters Score -2683423 nChanged 33
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2683423 nChanged 29
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Entering Unmasked Estep 
Score: -2683425.750000 Penalty: 4919.196777
	Iteration 89Q: 3 clusters Score -2683426 nChanged 30
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Entering Unmasked Estep 
Score: -2683429.500000 Penalty: 4919.196777
	Iteration 90Q: 3 clusters Score -2683430 nChanged 25
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Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2683427.250000 Penalty: 4919.196777
	Iteration 91Q: 3 clusters Score -2683427 nChanged 23
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Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2683427.500000 Penalty: 4919.196777
	Iteration 92Q: 3 clusters Score -2683428 nChanged 24
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Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2683430.000000 Penalty: 4919.196777
	Iteration 93Q: 3 clusters Score -2683430 nChanged 25
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Entering Unmasked Estep 
Score: -2683440.750000 Penalty: 4919.196777
	Iteration 94Q: 3 clusters Score -2683441 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2683445 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2683448 nChanged 30
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Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2683445 nChanged 30
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Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2683448 nChanged 31
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Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2683462 nChanged 40
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Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2683465 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2683474 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2683468 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2683478 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2683480 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2683490 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2683503 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2683504 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2683509 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2683510 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2683522 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2683533.500000 Penalty: 4919.196777
	Iteration 111Q: 3 clusters Score -2683534 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2683535 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2683539 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2683545 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2683548 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2683548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2683556.500000 Penalty: 4919.196777
	Iteration 117Q: 3 clusters Score -2683556 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2683563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2683577 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2683597.000000 Penalty: 4919.196777
	Iteration 120F: 3 clusters Score -2683597 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2683608 nChanged 83
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Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2683637 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2683653 nChanged 89
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Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2683673 nChanged 87
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Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2683679 nChanged 82
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Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2683708 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2683730 nChanged 105
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Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2683766 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2683789 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2683818 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2683848 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2683898 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2683957 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2684037 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2684131.500000 Penalty: 4919.196777
	Iteration 135Q: 3 clusters Score -2684132 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2684208 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2684305 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2684372 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2684419 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2684476 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2684510.000000 Penalty: 4919.196777
	Iteration 141Q: 3 clusters Score -2684510 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2684537.500000 Penalty: 4919.196777
	Iteration 142Q: 3 clusters Score -2684538 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2684567 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2684573 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2684571.750000 Penalty: 4919.196777
	Iteration 145Q: 3 clusters Score -2684572 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2684582.000000 Penalty: 4919.196777
	Iteration 146Q: 3 clusters Score -2684582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2684593.250000 Penalty: 4919.196777
	Iteration 147Q: 3 clusters Score -2684593 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2684596.250000 Penalty: 4919.196777
	Iteration 148Q: 3 clusters Score -2684596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2684594.000000 Penalty: 4919.196777
	Iteration 149Q: 3 clusters Score -2684594 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2684600 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2684599 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2684604 nChanged 19
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Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2684603 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2684605.000000 Penalty: 4919.196777
	Iteration 154Q: 3 clusters Score -2684605 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2684608 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2684606.750000 Penalty: 4919.196777
	Iteration 156Q: 3 clusters Score -2684607 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2684607.750000 Penalty: 4919.196777
	Iteration 157Q: 3 clusters Score -2684608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2684612.750000 Penalty: 4919.196777
	Iteration 158Q: 3 clusters Score -2684613 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2684611.750000 Penalty: 4919.196777
	Iteration 159Q: 3 clusters Score -2684612 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2684614.250000 Penalty: 4919.196777
	Iteration 160F: 3 clusters Score -2684614 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2684616.000000 Penalty: 4919.196777
	Iteration 161Q: 3 clusters Score -2684616 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2684617.500000 Penalty: 4919.196777
	Iteration 162Q: 3 clusters Score -2684618 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2684619.250000 Penalty: 4919.196777
	Iteration 163Q: 3 clusters Score -2684619 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2684620 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2684624.250000 Penalty: 4919.196777
	Iteration 165Q: 3 clusters Score -2684624 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2684624 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2684623.000000 Penalty: 4919.196777
	Iteration 167Q: 3 clusters Score -2684623 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2684618.500000 Penalty: 4919.196777
	Iteration 168Q: 3 clusters Score -2684618 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2684623.750000 Penalty: 4919.196777
	Iteration 169Q: 3 clusters Score -2684624 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2684622.250000 Penalty: 4919.196777
	Iteration 170Q: 3 clusters Score -2684622 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2684622 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2684623.500000 Penalty: 4919.196777
	Iteration 172Q: 3 clusters Score -2684624 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2684625.750000 Penalty: 4919.196777
	Iteration 173Q: 3 clusters Score -2684626 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2684623.750000 Penalty: 4919.196777
	Iteration 174Q: 3 clusters Score -2684624 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2684623.250000 Penalty: 4919.196777
	Iteration 175Q: 3 clusters Score -2684623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2684626.000000 Penalty: 4919.196777
	Iteration 176Q: 3 clusters Score -2684626 nChanged 3
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Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2684623 nChanged 0
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Entering Unmasked Estep 
Score: -2684622.750000 Penalty: 4919.196777
	Iteration 178F: 3 clusters Score -2684623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (274361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 274361 members 
Entering Unmasked Estep 
Score: -35687632.000000 Penalty: 3105.505615
	Iteration 0F: 2 clusters Score -3.568763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 137317 members 
Mstep: Class 2 contains 137044 members 
Entering Unmasked Estep 
Score: -35517148.000000 Penalty: 6211.011230
	Iteration 0F: 3 clusters Score -3.551715e+07 nChanged 133054
Entering Unmasked Mstep 
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Mstep: Class 1 contains 139681 members 
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Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3.559611e+07 nChanged 6950
Entering Unmasked Mstep 
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Mstep: Class 1 contains 141125 members 
Mstep: Class 2 contains 133236 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3.559732e+07 nChanged 7318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 143387 members 
Mstep: Class 2 contains 130974 members 
Entering Unmasked Estep 
Score: -35599040.000000 Penalty: 6211.011230
	Iteration 3Q: 3 clusters Score -3.559904e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146986 members 
Mstep: Class 2 contains 127375 members 
Entering Unmasked Estep 
Score: -35600992.000000 Penalty: 6211.011230
	Iteration 4Q: 3 clusters Score -3.560099e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152587 members 
Mstep: Class 2 contains 121774 members 
Entering Unmasked Estep 
Score: -35603968.000000 Penalty: 6211.011230
	Iteration 5Q: 3 clusters Score -3.560397e+07 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160832 members 
Mstep: Class 2 contains 113529 members 
Entering Unmasked Estep 
Score: -35608312.000000 Penalty: 6211.011230
	Iteration 6Q: 3 clusters Score -3.560831e+07 nChanged 13937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172243 members 
Mstep: Class 2 contains 102118 members 
Entering Unmasked Estep 
Score: -35615116.000000 Penalty: 6211.011230
	Iteration 7F: 3 clusters Score -3.561512e+07 nChanged 16591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186822 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -35624944.000000 Penalty: 6211.011230
	Iteration 8F: 3 clusters Score -3.562494e+07 nChanged 18120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202934 members 
Mstep: Class 2 contains 71427 members 
Entering Unmasked Estep 
Score: -35636324.000000 Penalty: 6211.011230
	Iteration 9F: 3 clusters Score -3.563632e+07 nChanged 17248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218352 members 
Mstep: Class 2 contains 56009 members 
Entering Unmasked Estep 
Score: -35647148.000000 Penalty: 6211.011230
	Iteration 10F: 3 clusters Score -3.564715e+07 nChanged 14306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230818 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -35656424.000000 Penalty: 6211.011230
	Iteration 11F: 3 clusters Score -3.565642e+07 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239906 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -35662580.000000 Penalty: 6211.011230
	Iteration 12Q: 3 clusters Score -3.566258e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246311 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -35666500.000000 Penalty: 6211.011230
	Iteration 13Q: 3 clusters Score -3.56665e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251159 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -35669528.000000 Penalty: 6211.011230
	Iteration 14Q: 3 clusters Score -3.566953e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255093 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -35671500.000000 Penalty: 6211.011230
	Iteration 15Q: 3 clusters Score -3.56715e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258401 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -35673408.000000 Penalty: 6211.011230
	Iteration 16Q: 3 clusters Score -3.567341e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261253 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -35675048.000000 Penalty: 6211.011230
	Iteration 17Q: 3 clusters Score -3.567505e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263673 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -35676532.000000 Penalty: 6211.011230
	Iteration 18Q: 3 clusters Score -3.567653e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265611 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -35677792.000000 Penalty: 6211.011230
	Iteration 19Q: 3 clusters Score -3.567779e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267237 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -35679020.000000 Penalty: 6211.011230
	Iteration 20F: 3 clusters Score -3.567902e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268560 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -35680088.000000 Penalty: 6211.011230
	Iteration 21Q: 3 clusters Score -3.568009e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269632 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -35680996.000000 Penalty: 6211.011230
	Iteration 22Q: 3 clusters Score -3.5681e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270541 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -35681780.000000 Penalty: 6211.011230
	Iteration 23Q: 3 clusters Score -3.568178e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271219 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -35682424.000000 Penalty: 6211.011230
	Iteration 24Q: 3 clusters Score -3.568242e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271725 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -35682924.000000 Penalty: 6211.011230
	Iteration 25Q: 3 clusters Score -3.568292e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272088 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -35683280.000000 Penalty: 6211.011230
	Iteration 26Q: 3 clusters Score -3.568328e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272373 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -35683484.000000 Penalty: 6211.011230
	Iteration 27Q: 3 clusters Score -3.568348e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272595 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -35683756.000000 Penalty: 6211.011230
	Iteration 28Q: 3 clusters Score -3.568376e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272794 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -35683936.000000 Penalty: 6211.011230
	Iteration 29Q: 3 clusters Score -3.568394e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272933 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -35684072.000000 Penalty: 6211.011230
	Iteration 30Q: 3 clusters Score -3.568407e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273043 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -35684192.000000 Penalty: 6211.011230
	Iteration 31Q: 3 clusters Score -3.568419e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273110 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -35684288.000000 Penalty: 6211.011230
	Iteration 32Q: 3 clusters Score -3.568429e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273177 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -35684340.000000 Penalty: 6211.011230
	Iteration 33Q: 3 clusters Score -3.568434e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273230 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -35684380.000000 Penalty: 6211.011230
	Iteration 34Q: 3 clusters Score -3.568438e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273284 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -35684460.000000 Penalty: 6211.011230
	Iteration 35Q: 3 clusters Score -3.568446e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273324 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -35684468.000000 Penalty: 6211.011230
	Iteration 36Q: 3 clusters Score -3.568447e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273356 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -35684540.000000 Penalty: 6211.011230
	Iteration 37Q: 3 clusters Score -3.568454e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273379 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -35684552.000000 Penalty: 6211.011230
	Iteration 38Q: 3 clusters Score -3.568455e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273394 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -35684596.000000 Penalty: 6211.011230
	Iteration 39Q: 3 clusters Score -3.56846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273405 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -35684604.000000 Penalty: 6211.011230
	Iteration 40F: 3 clusters Score -3.56846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273410 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -35684596.000000 Penalty: 6211.011230
	Iteration 41Q: 3 clusters Score -3.56846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273416 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -35684596.000000 Penalty: 6211.011230
	Iteration 42Q: 3 clusters Score -3.56846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273419 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -35684604.000000 Penalty: 6211.011230
	Iteration 43Q: 3 clusters Score -3.56846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273422 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -35684592.000000 Penalty: 6211.011230
	Iteration 44Q: 3 clusters Score -3.568459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273431 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -35684604.000000 Penalty: 6211.011230
	Iteration 45Q: 3 clusters Score -3.56846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273442 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -35684648.000000 Penalty: 6211.011230
	Iteration 46Q: 3 clusters Score -3.568465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273446 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -35684648.000000 Penalty: 6211.011230
	Iteration 47Q: 3 clusters Score -3.568465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273448 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -35684692.000000 Penalty: 6211.011230
	Iteration 48Q: 3 clusters Score -3.568469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273455 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -35684680.000000 Penalty: 6211.011230
	Iteration 49Q: 3 clusters Score -3.568468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273458 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -35684676.000000 Penalty: 6211.011230
	Iteration 50Q: 3 clusters Score -3.568468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273464 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -35684700.000000 Penalty: 6211.011230
	Iteration 51Q: 3 clusters Score -3.56847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273468 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -35684724.000000 Penalty: 6211.011230
	Iteration 52Q: 3 clusters Score -3.568472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273469 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -35684736.000000 Penalty: 6211.011230
	Iteration 53Q: 3 clusters Score -3.568474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273471 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -35684728.000000 Penalty: 6211.011230
	Iteration 54Q: 3 clusters Score -3.568473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273474 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -35684728.000000 Penalty: 6211.011230
	Iteration 55Q: 3 clusters Score -3.568473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273474 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -35684752.000000 Penalty: 6211.011230
	Iteration 56Q: 3 clusters Score -3.568475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273474 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -35684752.000000 Penalty: 6211.011230
	Iteration 57F: 3 clusters Score -3.568475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Entering Unmasked Estep 
Score: -5152472.000000 Penalty: 2629.683105
	Iteration 0F: 2 clusters Score -5152472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -5125180.500000 Penalty: 5259.366211
	Iteration 0F: 3 clusters Score -5125180 nChanged 18390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -5135253.500000 Penalty: 5259.366211
	Iteration 1F: 3 clusters Score -5135254 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -5135763.000000 Penalty: 5259.366211
	Iteration 2Q: 3 clusters Score -5135763 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -5136264.500000 Penalty: 5259.366211
	Iteration 3Q: 3 clusters Score -5136264 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -5136853.500000 Penalty: 5259.366211
	Iteration 4Q: 3 clusters Score -5136854 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -5137508.500000 Penalty: 5259.366211
	Iteration 5Q: 3 clusters Score -5137508 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -5138273.000000 Penalty: 5259.366211
	Iteration 6Q: 3 clusters Score -5138273 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -5139263.000000 Penalty: 5259.366211
	Iteration 7Q: 3 clusters Score -5139263 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -5140363.000000 Penalty: 5259.366211
	Iteration 8F: 3 clusters Score -5140363 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -5141444.000000 Penalty: 5259.366211
	Iteration 9F: 3 clusters Score -5141444 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -5142347.000000 Penalty: 5259.366211
	Iteration 10Q: 3 clusters Score -5142347 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -5143145.500000 Penalty: 5259.366211
	Iteration 11Q: 3 clusters Score -5143146 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -5143807.500000 Penalty: 5259.366211
	Iteration 12Q: 3 clusters Score -5143808 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -5144405.500000 Penalty: 5259.366211
	Iteration 13Q: 3 clusters Score -5144406 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -5144872.500000 Penalty: 5259.366211
	Iteration 14Q: 3 clusters Score -5144872 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -5145179.000000 Penalty: 5259.366211
	Iteration 15Q: 3 clusters Score -5145179 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -5145404.500000 Penalty: 5259.366211
	Iteration 16Q: 3 clusters Score -5145404 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -5145562.000000 Penalty: 5259.366211
	Iteration 17Q: 3 clusters Score -5145562 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -5145715.500000 Penalty: 5259.366211
	Iteration 18Q: 3 clusters Score -5145716 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -5145836.000000 Penalty: 5259.366211
	Iteration 19Q: 3 clusters Score -5145836 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -5146021.000000 Penalty: 5259.366211
	Iteration 20F: 3 clusters Score -5146021 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -5146186.000000 Penalty: 5259.366211
	Iteration 21Q: 3 clusters Score -5146186 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -5146385.000000 Penalty: 5259.366211
	Iteration 22Q: 3 clusters Score -5146385 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -5146544.500000 Penalty: 5259.366211
	Iteration 23Q: 3 clusters Score -5146544 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -5146757.000000 Penalty: 5259.366211
	Iteration 24Q: 3 clusters Score -5146757 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -5146979.500000 Penalty: 5259.366211
	Iteration 25Q: 3 clusters Score -5146980 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -5147192.500000 Penalty: 5259.366211
	Iteration 26Q: 3 clusters Score -5147192 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -5147411.000000 Penalty: 5259.366211
	Iteration 27Q: 3 clusters Score -5147411 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -5147620.500000 Penalty: 5259.366211
	Iteration 28Q: 3 clusters Score -5147620 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -5147831.500000 Penalty: 5259.366211
	Iteration 29Q: 3 clusters Score -5147832 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -5148053.500000 Penalty: 5259.366211
	Iteration 30Q: 3 clusters Score -5148054 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -5148276.500000 Penalty: 5259.366211
	Iteration 31Q: 3 clusters Score -5148276 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -5148490.000000 Penalty: 5259.366211
	Iteration 32Q: 3 clusters Score -5148490 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -5148717.500000 Penalty: 5259.366211
	Iteration 33Q: 3 clusters Score -5148718 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -5148971.000000 Penalty: 5259.366211
	Iteration 34Q: 3 clusters Score -5148971 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -5149208.500000 Penalty: 5259.366211
	Iteration 35Q: 3 clusters Score -5149208 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -5149444.000000 Penalty: 5259.366211
	Iteration 36Q: 3 clusters Score -5149444 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -5149673.500000 Penalty: 5259.366211
	Iteration 37Q: 3 clusters Score -5149674 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -5149855.500000 Penalty: 5259.366211
	Iteration 38Q: 3 clusters Score -5149856 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -5150005.500000 Penalty: 5259.366211
	Iteration 39Q: 3 clusters Score -5150006 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -5150126.500000 Penalty: 5259.366211
	Iteration 40F: 3 clusters Score -5150126 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -5150229.000000 Penalty: 5259.366211
	Iteration 41Q: 3 clusters Score -5150229 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -5150314.000000 Penalty: 5259.366211
	Iteration 42Q: 3 clusters Score -5150314 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -5150377.500000 Penalty: 5259.366211
	Iteration 43Q: 3 clusters Score -5150378 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -5150404.000000 Penalty: 5259.366211
	Iteration 44Q: 3 clusters Score -5150404 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -5150452.000000 Penalty: 5259.366211
	Iteration 45Q: 3 clusters Score -5150452 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -5150474.000000 Penalty: 5259.366211
	Iteration 46Q: 3 clusters Score -5150474 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -5150503.000000 Penalty: 5259.366211
	Iteration 47Q: 3 clusters Score -5150503 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -5150521.000000 Penalty: 5259.366211
	Iteration 48Q: 3 clusters Score -5150521 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -5150542.500000 Penalty: 5259.366211
	Iteration 49Q: 3 clusters Score -5150542 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -5150557.500000 Penalty: 5259.366211
	Iteration 50Q: 3 clusters Score -5150558 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -5150574.500000 Penalty: 5259.366211
	Iteration 51Q: 3 clusters Score -5150574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -5150585.000000 Penalty: 5259.366211
	Iteration 52Q: 3 clusters Score -5150585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -5150595.000000 Penalty: 5259.366211
	Iteration 53Q: 3 clusters Score -5150595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -5150597.500000 Penalty: 5259.366211
	Iteration 54Q: 3 clusters Score -5150598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -5150613.500000 Penalty: 5259.366211
	Iteration 55Q: 3 clusters Score -5150614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -5150615.000000 Penalty: 5259.366211
	Iteration 56Q: 3 clusters Score -5150615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -5150623.500000 Penalty: 5259.366211
	Iteration 57Q: 3 clusters Score -5150624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -5150630.500000 Penalty: 5259.366211
	Iteration 58Q: 3 clusters Score -5150630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -5150632.500000 Penalty: 5259.366211
	Iteration 59Q: 3 clusters Score -5150632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -5150635.500000 Penalty: 5259.366211
	Iteration 60F: 3 clusters Score -5150636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -5150645.000000 Penalty: 5259.366211
	Iteration 61Q: 3 clusters Score -5150645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -5150657.500000 Penalty: 5259.366211
	Iteration 62Q: 3 clusters Score -5150658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -5150656.000000 Penalty: 5259.366211
	Iteration 63Q: 3 clusters Score -5150656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -5150659.000000 Penalty: 5259.366211
	Iteration 64Q: 3 clusters Score -5150659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -5150655.000000 Penalty: 5259.366211
	Iteration 65Q: 3 clusters Score -5150655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -5150666.000000 Penalty: 5259.366211
	Iteration 66Q: 3 clusters Score -5150666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -5150666.500000 Penalty: 5259.366211
	Iteration 67Q: 3 clusters Score -5150666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -5150667.500000 Penalty: 5259.366211
	Iteration 68Q: 3 clusters Score -5150668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -5150671.500000 Penalty: 5259.366211
	Iteration 69Q: 3 clusters Score -5150672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -5150672.000000 Penalty: 5259.366211
	Iteration 70Q: 3 clusters Score -5150672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -5150673.500000 Penalty: 5259.366211
	Iteration 71Q: 3 clusters Score -5150674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -5150670.500000 Penalty: 5259.366211
	Iteration 72Q: 3 clusters Score -5150670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -5150673.000000 Penalty: 5259.366211
	Iteration 73Q: 3 clusters Score -5150673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -5150675.500000 Penalty: 5259.366211
	Iteration 74Q: 3 clusters Score -5150676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -5150674.500000 Penalty: 5259.366211
	Iteration 75Q: 3 clusters Score -5150674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -5150678.500000 Penalty: 5259.366211
	Iteration 76Q: 3 clusters Score -5150678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -5150674.000000 Penalty: 5259.366211
	Iteration 77Q: 3 clusters Score -5150674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -5150681.000000 Penalty: 5259.366211
	Iteration 78Q: 3 clusters Score -5150681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -5150685.500000 Penalty: 5259.366211
	Iteration 79Q: 3 clusters Score -5150686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -5150685.000000 Penalty: 5259.366211
	Iteration 80F: 3 clusters Score -5150685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -5150686.000000 Penalty: 5259.366211
	Iteration 81Q: 3 clusters Score -5150686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -5150687.000000 Penalty: 5259.366211
	Iteration 82Q: 3 clusters Score -5150687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -5150694.000000 Penalty: 5259.366211
	Iteration 83Q: 3 clusters Score -5150694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -5150692.500000 Penalty: 5259.366211
	Iteration 84Q: 3 clusters Score -5150692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -5150698.000000 Penalty: 5259.366211
	Iteration 85Q: 3 clusters Score -5150698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -5150700.000000 Penalty: 5259.366211
	Iteration 86Q: 3 clusters Score -5150700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -5150700.500000 Penalty: 5259.366211
	Iteration 87Q: 3 clusters Score -5150700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -5150706.500000 Penalty: 5259.366211
	Iteration 88Q: 3 clusters Score -5150706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -5150714.500000 Penalty: 5259.366211
	Iteration 89Q: 3 clusters Score -5150714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -5150720.000000 Penalty: 5259.366211
	Iteration 90Q: 3 clusters Score -5150720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -5150723.500000 Penalty: 5259.366211
	Iteration 91Q: 3 clusters Score -5150724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -5150732.500000 Penalty: 5259.366211
	Iteration 92Q: 3 clusters Score -5150732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -5150731.000000 Penalty: 5259.366211
	Iteration 93Q: 3 clusters Score -5150731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -5150732.500000 Penalty: 5259.366211
	Iteration 94Q: 3 clusters Score -5150732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -5150732.500000 Penalty: 5259.366211
	Iteration 95F: 3 clusters Score -5150732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -156115.468750 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -156115.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -153999.734375 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -153999.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -154425.000000 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -154425 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -154780.421875 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -154780.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -155136.437500 Penalty: 3575.098633
	Iteration 3F: 3 clusters Score -155136.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -155369.187500 Penalty: 3575.098633
	Iteration 4F: 3 clusters Score -155369.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -155514.484375 Penalty: 3575.098633
	Iteration 5F: 3 clusters Score -155514.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -155586.140625 Penalty: 3575.098633
	Iteration 6Q: 3 clusters Score -155586.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -155622.187500 Penalty: 3575.098633
	Iteration 7Q: 3 clusters Score -155622.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -155659.671875 Penalty: 3575.098633
	Iteration 8Q: 3 clusters Score -155659.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -155671.718750 Penalty: 3575.098633
	Iteration 9Q: 3 clusters Score -155671.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -155680.921875 Penalty: 3575.098633
	Iteration 10Q: 3 clusters Score -155680.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -155686.531250 Penalty: 3575.098633
	Iteration 11Q: 3 clusters Score -155686.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -155694.140625 Penalty: 3575.098633
	Iteration 12Q: 3 clusters Score -155694.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -155697.000000 Penalty: 3575.098633
	Iteration 13Q: 3 clusters Score -155697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -155698.625000 Penalty: 3575.098633
	Iteration 14Q: 3 clusters Score -155698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -155701.546875 Penalty: 3575.098633
	Iteration 15Q: 3 clusters Score -155701.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -155704.453125 Penalty: 3575.098633
	Iteration 16Q: 3 clusters Score -155704.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -155705.796875 Penalty: 3575.098633
	Iteration 17Q: 3 clusters Score -155705.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -155705.796875 Penalty: 3575.098633
	Iteration 18F: 3 clusters Score -155705.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Entering Unmasked Estep 
Score: -740154.812500 Penalty: 2174.181641
	Iteration 0F: 2 clusters Score -740154.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -734673.937500 Penalty: 4348.363281
	Iteration 0F: 3 clusters Score -734673.9 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -736307.312500 Penalty: 4348.363281
	Iteration 1F: 3 clusters Score -736307.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -736679.062500 Penalty: 4348.363281
	Iteration 2F: 3 clusters Score -736679.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -736929.687500 Penalty: 4348.363281
	Iteration 3F: 3 clusters Score -736929.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -737116.875000 Penalty: 4348.363281
	Iteration 4Q: 3 clusters Score -737116.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -737261.312500 Penalty: 4348.363281
	Iteration 5Q: 3 clusters Score -737261.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -737372.625000 Penalty: 4348.363281
	Iteration 6Q: 3 clusters Score -737372.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -737457.000000 Penalty: 4348.363281
	Iteration 7Q: 3 clusters Score -737457 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -737530.625000 Penalty: 4348.363281
	Iteration 8Q: 3 clusters Score -737530.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -737605.375000 Penalty: 4348.363281
	Iteration 9Q: 3 clusters Score -737605.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -737667.062500 Penalty: 4348.363281
	Iteration 10Q: 3 clusters Score -737667.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -737712.062500 Penalty: 4348.363281
	Iteration 11Q: 3 clusters Score -737712.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -737765.812500 Penalty: 4348.363281
	Iteration 12Q: 3 clusters Score -737765.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -737811.625000 Penalty: 4348.363281
	Iteration 13Q: 3 clusters Score -737811.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -737854.312500 Penalty: 4348.363281
	Iteration 14Q: 3 clusters Score -737854.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -737888.750000 Penalty: 4348.363281
	Iteration 15Q: 3 clusters Score -737888.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -737928.562500 Penalty: 4348.363281
	Iteration 16Q: 3 clusters Score -737928.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -737975.062500 Penalty: 4348.363281
	Iteration 17Q: 3 clusters Score -737975.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -738022.312500 Penalty: 4348.363281
	Iteration 18Q: 3 clusters Score -738022.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -738077.000000 Penalty: 4348.363281
	Iteration 19Q: 3 clusters Score -738077 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -738124.500000 Penalty: 4348.363281
	Iteration 20F: 3 clusters Score -738124.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -738169.375000 Penalty: 4348.363281
	Iteration 21Q: 3 clusters Score -738169.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -738211.000000 Penalty: 4348.363281
	Iteration 22Q: 3 clusters Score -738211 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -738248.250000 Penalty: 4348.363281
	Iteration 23Q: 3 clusters Score -738248.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -738282.125000 Penalty: 4348.363281
	Iteration 24Q: 3 clusters Score -738282.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -738314.562500 Penalty: 4348.363281
	Iteration 25Q: 3 clusters Score -738314.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -738339.250000 Penalty: 4348.363281
	Iteration 26Q: 3 clusters Score -738339.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -738360.500000 Penalty: 4348.363281
	Iteration 27Q: 3 clusters Score -738360.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -738379.187500 Penalty: 4348.363281
	Iteration 28Q: 3 clusters Score -738379.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -738390.000000 Penalty: 4348.363281
	Iteration 29Q: 3 clusters Score -738390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -738404.187500 Penalty: 4348.363281
	Iteration 30Q: 3 clusters Score -738404.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -738416.312500 Penalty: 4348.363281
	Iteration 31Q: 3 clusters Score -738416.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -738428.500000 Penalty: 4348.363281
	Iteration 32Q: 3 clusters Score -738428.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -738438.375000 Penalty: 4348.363281
	Iteration 33Q: 3 clusters Score -738438.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -738445.375000 Penalty: 4348.363281
	Iteration 34Q: 3 clusters Score -738445.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -738455.250000 Penalty: 4348.363281
	Iteration 35Q: 3 clusters Score -738455.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -738468.937500 Penalty: 4348.363281
	Iteration 36Q: 3 clusters Score -738468.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -738482.875000 Penalty: 4348.363281
	Iteration 37Q: 3 clusters Score -738482.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -738492.062500 Penalty: 4348.363281
	Iteration 38Q: 3 clusters Score -738492.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -738499.562500 Penalty: 4348.363281
	Iteration 39Q: 3 clusters Score -738499.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -738506.250000 Penalty: 4348.363281
	Iteration 40F: 3 clusters Score -738506.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -738511.625000 Penalty: 4348.363281
	Iteration 41Q: 3 clusters Score -738511.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -738514.125000 Penalty: 4348.363281
	Iteration 42Q: 3 clusters Score -738514.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -738517.000000 Penalty: 4348.363281
	Iteration 43Q: 3 clusters Score -738517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -738517.687500 Penalty: 4348.363281
	Iteration 44Q: 3 clusters Score -738517.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -738517.375000 Penalty: 4348.363281
	Iteration 45Q: 3 clusters Score -738517.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -738518.375000 Penalty: 4348.363281
	Iteration 46Q: 3 clusters Score -738518.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -738518.375000 Penalty: 4348.363281
	Iteration 47F: 3 clusters Score -738518.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Entering Unmasked Estep 
Score: -734960.000000 Penalty: 2151.539795
	Iteration 0F: 2 clusters Score -734960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -729885.750000 Penalty: 4303.079590
	Iteration 0F: 3 clusters Score -729885.8 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -731142.500000 Penalty: 4303.079590
	Iteration 1F: 3 clusters Score -731142.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -731444.687500 Penalty: 4303.079590
	Iteration 2F: 3 clusters Score -731444.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -731733.250000 Penalty: 4303.079590
	Iteration 3F: 3 clusters Score -731733.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -732011.625000 Penalty: 4303.079590
	Iteration 4F: 3 clusters Score -732011.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -732240.562500 Penalty: 4303.079590
	Iteration 5F: 3 clusters Score -732240.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -732432.187500 Penalty: 4303.079590
	Iteration 6Q: 3 clusters Score -732432.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -732602.000000 Penalty: 4303.079590
	Iteration 7Q: 3 clusters Score -732602 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -732718.375000 Penalty: 4303.079590
	Iteration 8Q: 3 clusters Score -732718.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -732821.000000 Penalty: 4303.079590
	Iteration 9Q: 3 clusters Score -732821 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -732917.625000 Penalty: 4303.079590
	Iteration 10Q: 3 clusters Score -732917.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -732991.312500 Penalty: 4303.079590
	Iteration 11Q: 3 clusters Score -732991.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -733057.250000 Penalty: 4303.079590
	Iteration 12Q: 3 clusters Score -733057.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -733108.250000 Penalty: 4303.079590
	Iteration 13Q: 3 clusters Score -733108.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -733151.875000 Penalty: 4303.079590
	Iteration 14Q: 3 clusters Score -733151.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -733186.500000 Penalty: 4303.079590
	Iteration 15Q: 3 clusters Score -733186.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -733217.937500 Penalty: 4303.079590
	Iteration 16Q: 3 clusters Score -733217.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -733244.500000 Penalty: 4303.079590
	Iteration 17Q: 3 clusters Score -733244.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -733269.875000 Penalty: 4303.079590
	Iteration 18Q: 3 clusters Score -733269.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -733301.375000 Penalty: 4303.079590
	Iteration 19Q: 3 clusters Score -733301.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -733332.562500 Penalty: 4303.079590
	Iteration 20F: 3 clusters Score -733332.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -733356.000000 Penalty: 4303.079590
	Iteration 21Q: 3 clusters Score -733356 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -733378.062500 Penalty: 4303.079590
	Iteration 22Q: 3 clusters Score -733378.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -733400.750000 Penalty: 4303.079590
	Iteration 23Q: 3 clusters Score -733400.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -733421.562500 Penalty: 4303.079590
	Iteration 24Q: 3 clusters Score -733421.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -733438.562500 Penalty: 4303.079590
	Iteration 25Q: 3 clusters Score -733438.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -733445.500000 Penalty: 4303.079590
	Iteration 26Q: 3 clusters Score -733445.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -733451.687500 Penalty: 4303.079590
	Iteration 27Q: 3 clusters Score -733451.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -733453.937500 Penalty: 4303.079590
	Iteration 28Q: 3 clusters Score -733453.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -733458.750000 Penalty: 4303.079590
	Iteration 29Q: 3 clusters Score -733458.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -733462.187500 Penalty: 4303.079590
	Iteration 30Q: 3 clusters Score -733462.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -733466.562500 Penalty: 4303.079590
	Iteration 31Q: 3 clusters Score -733466.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -733473.562500 Penalty: 4303.079590
	Iteration 32Q: 3 clusters Score -733473.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -733483.562500 Penalty: 4303.079590
	Iteration 33Q: 3 clusters Score -733483.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -733493.750000 Penalty: 4303.079590
	Iteration 34Q: 3 clusters Score -733493.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -733500.625000 Penalty: 4303.079590
	Iteration 35Q: 3 clusters Score -733500.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -733505.562500 Penalty: 4303.079590
	Iteration 36Q: 3 clusters Score -733505.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -733515.437500 Penalty: 4303.079590
	Iteration 37Q: 3 clusters Score -733515.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -733523.312500 Penalty: 4303.079590
	Iteration 38Q: 3 clusters Score -733523.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -733529.375000 Penalty: 4303.079590
	Iteration 39Q: 3 clusters Score -733529.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -733534.812500 Penalty: 4303.079590
	Iteration 40F: 3 clusters Score -733534.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -733540.750000 Penalty: 4303.079590
	Iteration 41Q: 3 clusters Score -733540.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -733547.437500 Penalty: 4303.079590
	Iteration 42Q: 3 clusters Score -733547.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -733558.375000 Penalty: 4303.079590
	Iteration 43Q: 3 clusters Score -733558.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -733565.812500 Penalty: 4303.079590
	Iteration 44Q: 3 clusters Score -733565.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -733569.937500 Penalty: 4303.079590
	Iteration 45Q: 3 clusters Score -733569.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -733572.687500 Penalty: 4303.079590
	Iteration 46Q: 3 clusters Score -733572.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -733576.312500 Penalty: 4303.079590
	Iteration 47Q: 3 clusters Score -733576.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -733579.437500 Penalty: 4303.079590
	Iteration 48Q: 3 clusters Score -733579.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -733584.375000 Penalty: 4303.079590
	Iteration 49Q: 3 clusters Score -733584.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -733588.687500 Penalty: 4303.079590
	Iteration 50Q: 3 clusters Score -733588.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -733591.062500 Penalty: 4303.079590
	Iteration 51Q: 3 clusters Score -733591.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -733594.250000 Penalty: 4303.079590
	Iteration 52Q: 3 clusters Score -733594.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -733597.000000 Penalty: 4303.079590
	Iteration 53Q: 3 clusters Score -733597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -733600.875000 Penalty: 4303.079590
	Iteration 54Q: 3 clusters Score -733600.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -733600.875000 Penalty: 4303.079590
	Iteration 55Q: 3 clusters Score -733600.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -733603.125000 Penalty: 4303.079590
	Iteration 56Q: 3 clusters Score -733603.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -733607.062500 Penalty: 4303.079590
	Iteration 57Q: 3 clusters Score -733607.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -733609.437500 Penalty: 4303.079590
	Iteration 58Q: 3 clusters Score -733609.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -733613.812500 Penalty: 4303.079590
	Iteration 59Q: 3 clusters Score -733613.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -733616.062500 Penalty: 4303.079590
	Iteration 60F: 3 clusters Score -733616.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -733619.875000 Penalty: 4303.079590
	Iteration 61Q: 3 clusters Score -733619.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -733622.812500 Penalty: 4303.079590
	Iteration 62Q: 3 clusters Score -733622.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -733625.375000 Penalty: 4303.079590
	Iteration 63Q: 3 clusters Score -733625.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -733627.937500 Penalty: 4303.079590
	Iteration 64Q: 3 clusters Score -733627.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -733630.562500 Penalty: 4303.079590
	Iteration 65Q: 3 clusters Score -733630.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -733632.875000 Penalty: 4303.079590
	Iteration 66Q: 3 clusters Score -733632.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -733635.375000 Penalty: 4303.079590
	Iteration 67Q: 3 clusters Score -733635.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -733637.875000 Penalty: 4303.079590
	Iteration 68Q: 3 clusters Score -733637.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -733640.312500 Penalty: 4303.079590
	Iteration 69Q: 3 clusters Score -733640.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -733641.812500 Penalty: 4303.079590
	Iteration 70Q: 3 clusters Score -733641.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -733643.437500 Penalty: 4303.079590
	Iteration 71Q: 3 clusters Score -733643.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -733643.875000 Penalty: 4303.079590
	Iteration 72Q: 3 clusters Score -733643.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -733646.250000 Penalty: 4303.079590
	Iteration 73Q: 3 clusters Score -733646.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -733645.687500 Penalty: 4303.079590
	Iteration 74Q: 3 clusters Score -733645.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -733646.250000 Penalty: 4303.079590
	Iteration 75Q: 3 clusters Score -733646.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -733648.750000 Penalty: 4303.079590
	Iteration 76Q: 3 clusters Score -733648.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -733651.312500 Penalty: 4303.079590
	Iteration 77Q: 3 clusters Score -733651.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -733653.875000 Penalty: 4303.079590
	Iteration 78Q: 3 clusters Score -733653.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -733655.750000 Penalty: 4303.079590
	Iteration 79Q: 3 clusters Score -733655.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -733658.187500 Penalty: 4303.079590
	Iteration 80F: 3 clusters Score -733658.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -733658.687500 Penalty: 4303.079590
	Iteration 81Q: 3 clusters Score -733658.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -733659.562500 Penalty: 4303.079590
	Iteration 82Q: 3 clusters Score -733659.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -733659.250000 Penalty: 4303.079590
	Iteration 83Q: 3 clusters Score -733659.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -733659.750000 Penalty: 4303.079590
	Iteration 84Q: 3 clusters Score -733659.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -733661.062500 Penalty: 4303.079590
	Iteration 85Q: 3 clusters Score -733661.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -733662.312500 Penalty: 4303.079590
	Iteration 86Q: 3 clusters Score -733662.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -733661.625000 Penalty: 4303.079590
	Iteration 87Q: 3 clusters Score -733661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -733661.625000 Penalty: 4303.079590
	Iteration 88F: 3 clusters Score -733661.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -710279.250000 Penalty: 2132.038330
	Iteration 0F: 2 clusters Score -710279.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -705451.812500 Penalty: 4264.076660
	Iteration 0F: 3 clusters Score -705451.8 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -706577.437500 Penalty: 4264.076660
	Iteration 1F: 3 clusters Score -706577.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -706804.562500 Penalty: 4264.076660
	Iteration 2F: 3 clusters Score -706804.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -706936.812500 Penalty: 4264.076660
	Iteration 3Q: 3 clusters Score -706936.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -707041.937500 Penalty: 4264.076660
	Iteration 4Q: 3 clusters Score -707041.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -707124.437500 Penalty: 4264.076660
	Iteration 5Q: 3 clusters Score -707124.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -707198.187500 Penalty: 4264.076660
	Iteration 6Q: 3 clusters Score -707198.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -707276.312500 Penalty: 4264.076660
	Iteration 7Q: 3 clusters Score -707276.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -707348.687500 Penalty: 4264.076660
	Iteration 8Q: 3 clusters Score -707348.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -707419.062500 Penalty: 4264.076660
	Iteration 9Q: 3 clusters Score -707419.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -707481.500000 Penalty: 4264.076660
	Iteration 10Q: 3 clusters Score -707481.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -707531.250000 Penalty: 4264.076660
	Iteration 11Q: 3 clusters Score -707531.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -707576.312500 Penalty: 4264.076660
	Iteration 12Q: 3 clusters Score -707576.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -707610.750000 Penalty: 4264.076660
	Iteration 13Q: 3 clusters Score -707610.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -707660.875000 Penalty: 4264.076660
	Iteration 14Q: 3 clusters Score -707660.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -707707.125000 Penalty: 4264.076660
	Iteration 15Q: 3 clusters Score -707707.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -707754.250000 Penalty: 4264.076660
	Iteration 16Q: 3 clusters Score -707754.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -707803.375000 Penalty: 4264.076660
	Iteration 17Q: 3 clusters Score -707803.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -707861.562500 Penalty: 4264.076660
	Iteration 18Q: 3 clusters Score -707861.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -707924.812500 Penalty: 4264.076660
	Iteration 19Q: 3 clusters Score -707924.8 nChanged 90
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: -707979.437500 Penalty: 4264.076660
	Iteration 20F: 3 clusters Score -707979.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -708033.312500 Penalty: 4264.076660
	Iteration 21Q: 3 clusters Score -708033.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -708097.125000 Penalty: 4264.076660
	Iteration 22Q: 3 clusters Score -708097.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -708156.125000 Penalty: 4264.076660
	Iteration 23Q: 3 clusters Score -708156.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -708212.250000 Penalty: 4264.076660
	Iteration 24Q: 3 clusters Score -708212.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -708280.875000 Penalty: 4264.076660
	Iteration 25Q: 3 clusters Score -708280.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -708352.812500 Penalty: 4264.076660
	Iteration 26Q: 3 clusters Score -708352.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -708424.937500 Penalty: 4264.076660
	Iteration 27Q: 3 clusters Score -708424.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -708489.625000 Penalty: 4264.076660
	Iteration 28Q: 3 clusters Score -708489.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -708534.125000 Penalty: 4264.076660
	Iteration 29Q: 3 clusters Score -708534.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -708567.812500 Penalty: 4264.076660
	Iteration 30Q: 3 clusters Score -708567.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -708588.437500 Penalty: 4264.076660
	Iteration 31Q: 3 clusters Score -708588.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -708604.875000 Penalty: 4264.076660
	Iteration 32Q: 3 clusters Score -708604.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -708620.312500 Penalty: 4264.076660
	Iteration 33Q: 3 clusters Score -708620.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -708631.437500 Penalty: 4264.076660
	Iteration 34Q: 3 clusters Score -708631.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -708634.375000 Penalty: 4264.076660
	Iteration 35Q: 3 clusters Score -708634.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -708637.312500 Penalty: 4264.076660
	Iteration 36Q: 3 clusters Score -708637.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -708639.437500 Penalty: 4264.076660
	Iteration 37Q: 3 clusters Score -708639.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -708641.625000 Penalty: 4264.076660
	Iteration 38Q: 3 clusters Score -708641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -708641.562500 Penalty: 4264.076660
	Iteration 39Q: 3 clusters Score -708641.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -708644.312500 Penalty: 4264.076660
	Iteration 40F: 3 clusters Score -708644.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -708646.250000 Penalty: 4264.076660
	Iteration 41Q: 3 clusters Score -708646.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -708652.500000 Penalty: 4264.076660
	Iteration 42Q: 3 clusters Score -708652.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -708660.687500 Penalty: 4264.076660
	Iteration 43Q: 3 clusters Score -708660.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -708668.500000 Penalty: 4264.076660
	Iteration 44Q: 3 clusters Score -708668.5 nChanged 11
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: -708672.062500 Penalty: 4264.076660
	Iteration 45Q: 3 clusters Score -708672.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -708678.000000 Penalty: 4264.076660
	Iteration 46Q: 3 clusters Score -708678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -708681.125000 Penalty: 4264.076660
	Iteration 47Q: 3 clusters Score -708681.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -708686.125000 Penalty: 4264.076660
	Iteration 48Q: 3 clusters Score -708686.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -708693.250000 Penalty: 4264.076660
	Iteration 49Q: 3 clusters Score -708693.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -708697.562500 Penalty: 4264.076660
	Iteration 50Q: 3 clusters Score -708697.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -708698.187500 Penalty: 4264.076660
	Iteration 51Q: 3 clusters Score -708698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -708700.000000 Penalty: 4264.076660
	Iteration 52Q: 3 clusters Score -708700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -708701.125000 Penalty: 4264.076660
	Iteration 53Q: 3 clusters Score -708701.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -708700.562500 Penalty: 4264.076660
	Iteration 54Q: 3 clusters Score -708700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -708701.062500 Penalty: 4264.076660
	Iteration 55Q: 3 clusters Score -708701.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -708701.062500 Penalty: 4264.076660
	Iteration 56F: 3 clusters Score -708701.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -101028.789062 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -101028.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -99260.242188 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -99260.24 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -99895.664062 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -99895.66 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -100385.664062 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -100385.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -100744.148438 Penalty: 3390.784668
	Iteration 3F: 3 clusters Score -100744.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -100822.296875 Penalty: 3390.784668
	Iteration 4Q: 3 clusters Score -100822.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100850.242188 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -100850.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -100873.554688 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -100873.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -100888.648438 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -100888.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100903.367188 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -100903.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -100911.617188 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -100911.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100916.117188 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -100916.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -100917.367188 Penalty: 3390.784668
	Iteration 11Q: 3 clusters Score -100917.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -100918.023438 Penalty: 3390.784668
	Iteration 12Q: 3 clusters Score -100918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -100918.023438 Penalty: 3390.784668
	Iteration 13F: 3 clusters Score -100918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Entering Unmasked Estep 
Score: -286729.500000 Penalty: 1915.991333
	Iteration 0F: 2 clusters Score -286729.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -283914.687500 Penalty: 3831.982666
	Iteration 0F: 3 clusters Score -283914.7 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -284390.062500 Penalty: 3831.982666
	Iteration 1F: 3 clusters Score -284390.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -284516.125000 Penalty: 3831.982666
	Iteration 2F: 3 clusters Score -284516.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -284607.187500 Penalty: 3831.982666
	Iteration 3Q: 3 clusters Score -284607.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -284663.031250 Penalty: 3831.982666
	Iteration 4Q: 3 clusters Score -284663 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -284693.281250 Penalty: 3831.982666
	Iteration 5Q: 3 clusters Score -284693.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -284711.531250 Penalty: 3831.982666
	Iteration 6Q: 3 clusters Score -284711.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -284723.437500 Penalty: 3831.982666
	Iteration 7Q: 3 clusters Score -284723.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -284729.218750 Penalty: 3831.982666
	Iteration 8Q: 3 clusters Score -284729.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -284732.906250 Penalty: 3831.982666
	Iteration 9Q: 3 clusters Score -284732.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -284737.125000 Penalty: 3831.982666
	Iteration 10Q: 3 clusters Score -284737.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -284741.343750 Penalty: 3831.982666
	Iteration 11Q: 3 clusters Score -284741.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -284744.375000 Penalty: 3831.982666
	Iteration 12Q: 3 clusters Score -284744.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -284751.562500 Penalty: 3831.982666
	Iteration 13Q: 3 clusters Score -284751.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -284756.718750 Penalty: 3831.982666
	Iteration 14Q: 3 clusters Score -284756.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -284764.343750 Penalty: 3831.982666
	Iteration 15Q: 3 clusters Score -284764.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -284770.437500 Penalty: 3831.982666
	Iteration 16Q: 3 clusters Score -284770.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -284777.468750 Penalty: 3831.982666
	Iteration 17Q: 3 clusters Score -284777.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -284779.218750 Penalty: 3831.982666
	Iteration 18Q: 3 clusters Score -284779.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -284782.625000 Penalty: 3831.982666
	Iteration 19Q: 3 clusters Score -284782.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -284784.531250 Penalty: 3831.982666
	Iteration 20F: 3 clusters Score -284784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -284785.437500 Penalty: 3831.982666
	Iteration 21Q: 3 clusters Score -284785.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -284786.875000 Penalty: 3831.982666
	Iteration 22Q: 3 clusters Score -284786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -284790.781250 Penalty: 3831.982666
	Iteration 23Q: 3 clusters Score -284790.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -284794.656250 Penalty: 3831.982666
	Iteration 24Q: 3 clusters Score -284794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -284796.593750 Penalty: 3831.982666
	Iteration 25Q: 3 clusters Score -284796.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -284798.593750 Penalty: 3831.982666
	Iteration 26Q: 3 clusters Score -284798.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -284800.843750 Penalty: 3831.982666
	Iteration 27Q: 3 clusters Score -284800.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -284802.968750 Penalty: 3831.982666
	Iteration 28Q: 3 clusters Score -284803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -284804.218750 Penalty: 3831.982666
	Iteration 29Q: 3 clusters Score -284804.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -284805.281250 Penalty: 3831.982666
	Iteration 30Q: 3 clusters Score -284805.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -284809.375000 Penalty: 3831.982666
	Iteration 31Q: 3 clusters Score -284809.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -284812.250000 Penalty: 3831.982666
	Iteration 32Q: 3 clusters Score -284812.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -284814.937500 Penalty: 3831.982666
	Iteration 33Q: 3 clusters Score -284814.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -284817.000000 Penalty: 3831.982666
	Iteration 34Q: 3 clusters Score -284817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -284818.812500 Penalty: 3831.982666
	Iteration 35Q: 3 clusters Score -284818.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -284819.750000 Penalty: 3831.982666
	Iteration 36Q: 3 clusters Score -284819.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -284820.281250 Penalty: 3831.982666
	Iteration 37Q: 3 clusters Score -284820.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -284822.031250 Penalty: 3831.982666
	Iteration 38Q: 3 clusters Score -284822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -284822.031250 Penalty: 3831.982666
	Iteration 39F: 3 clusters Score -284822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Entering Unmasked Estep 
Score: -1665862.750000 Penalty: 2353.636230
	Iteration 0F: 2 clusters Score -1665863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1656141.750000 Penalty: 4707.272461
	Iteration 0F: 3 clusters Score -1656142 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1659252.500000 Penalty: 4707.272461
	Iteration 1F: 3 clusters Score -1659252 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1659620.125000 Penalty: 4707.272461
	Iteration 2F: 3 clusters Score -1659620 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1659923.625000 Penalty: 4707.272461
	Iteration 3F: 3 clusters Score -1659924 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1660217.125000 Penalty: 4707.272461
	Iteration 4Q: 3 clusters Score -1660217 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1660487.125000 Penalty: 4707.272461
	Iteration 5Q: 3 clusters Score -1660487 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1660705.625000 Penalty: 4707.272461
	Iteration 6Q: 3 clusters Score -1660706 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1660937.250000 Penalty: 4707.272461
	Iteration 7Q: 3 clusters Score -1660937 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1661175.625000 Penalty: 4707.272461
	Iteration 8Q: 3 clusters Score -1661176 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1661402.125000 Penalty: 4707.272461
	Iteration 9Q: 3 clusters Score -1661402 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1661654.500000 Penalty: 4707.272461
	Iteration 10Q: 3 clusters Score -1661654 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1661913.375000 Penalty: 4707.272461
	Iteration 11Q: 3 clusters Score -1661913 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1662143.375000 Penalty: 4707.272461
	Iteration 12Q: 3 clusters Score -1662143 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1662370.000000 Penalty: 4707.272461
	Iteration 13Q: 3 clusters Score -1662370 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1662604.625000 Penalty: 4707.272461
	Iteration 14Q: 3 clusters Score -1662605 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1662807.125000 Penalty: 4707.272461
	Iteration 15Q: 3 clusters Score -1662807 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1662983.500000 Penalty: 4707.272461
	Iteration 16Q: 3 clusters Score -1662984 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1663149.500000 Penalty: 4707.272461
	Iteration 17Q: 3 clusters Score -1663150 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1663287.625000 Penalty: 4707.272461
	Iteration 18Q: 3 clusters Score -1663288 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1663391.125000 Penalty: 4707.272461
	Iteration 19Q: 3 clusters Score -1663391 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1663475.375000 Penalty: 4707.272461
	Iteration 20F: 3 clusters Score -1663475 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1663535.875000 Penalty: 4707.272461
	Iteration 21Q: 3 clusters Score -1663536 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1663591.750000 Penalty: 4707.272461
	Iteration 22Q: 3 clusters Score -1663592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1663622.250000 Penalty: 4707.272461
	Iteration 23Q: 3 clusters Score -1663622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1663656.500000 Penalty: 4707.272461
	Iteration 24Q: 3 clusters Score -1663656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1663686.750000 Penalty: 4707.272461
	Iteration 25Q: 3 clusters Score -1663687 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1663714.250000 Penalty: 4707.272461
	Iteration 26Q: 3 clusters Score -1663714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1663734.625000 Penalty: 4707.272461
	Iteration 27Q: 3 clusters Score -1663735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1663751.250000 Penalty: 4707.272461
	Iteration 28Q: 3 clusters Score -1663751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1663762.000000 Penalty: 4707.272461
	Iteration 29Q: 3 clusters Score -1663762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1663761.750000 Penalty: 4707.272461
	Iteration 30Q: 3 clusters Score -1663762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1663771.000000 Penalty: 4707.272461
	Iteration 31Q: 3 clusters Score -1663771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1663776.000000 Penalty: 4707.272461
	Iteration 32Q: 3 clusters Score -1663776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1663785.750000 Penalty: 4707.272461
	Iteration 33Q: 3 clusters Score -1663786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1663788.500000 Penalty: 4707.272461
	Iteration 34Q: 3 clusters Score -1663788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1663791.250000 Penalty: 4707.272461
	Iteration 35Q: 3 clusters Score -1663791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1663793.000000 Penalty: 4707.272461
	Iteration 36Q: 3 clusters Score -1663793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1663797.125000 Penalty: 4707.272461
	Iteration 37Q: 3 clusters Score -1663797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1663799.750000 Penalty: 4707.272461
	Iteration 38Q: 3 clusters Score -1663800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1663799.750000 Penalty: 4707.272461
	Iteration 39F: 3 clusters Score -1663800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Entering Unmasked Estep 
Score: -602467.437500 Penalty: 2125.964600
	Iteration 0F: 2 clusters Score -602467.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -597734.937500 Penalty: 4251.929199
	Iteration 0F: 3 clusters Score -597734.9 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -598914.250000 Penalty: 4251.929199
	Iteration 1F: 3 clusters Score -598914.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -599146.812500 Penalty: 4251.929199
	Iteration 2F: 3 clusters Score -599146.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -599292.062500 Penalty: 4251.929199
	Iteration 3Q: 3 clusters Score -599292.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -599407.375000 Penalty: 4251.929199
	Iteration 4Q: 3 clusters Score -599407.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -599499.562500 Penalty: 4251.929199
	Iteration 5Q: 3 clusters Score -599499.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -599566.937500 Penalty: 4251.929199
	Iteration 6Q: 3 clusters Score -599566.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -599629.187500 Penalty: 4251.929199
	Iteration 7Q: 3 clusters Score -599629.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -599677.875000 Penalty: 4251.929199
	Iteration 8Q: 3 clusters Score -599677.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -599723.625000 Penalty: 4251.929199
	Iteration 9Q: 3 clusters Score -599723.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -599774.875000 Penalty: 4251.929199
	Iteration 10Q: 3 clusters Score -599774.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -599810.625000 Penalty: 4251.929199
	Iteration 11Q: 3 clusters Score -599810.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -599850.875000 Penalty: 4251.929199
	Iteration 12Q: 3 clusters Score -599850.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -599892.437500 Penalty: 4251.929199
	Iteration 13Q: 3 clusters Score -599892.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -599936.000000 Penalty: 4251.929199
	Iteration 14Q: 3 clusters Score -599936 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -599973.937500 Penalty: 4251.929199
	Iteration 15Q: 3 clusters Score -599973.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -600025.125000 Penalty: 4251.929199
	Iteration 16Q: 3 clusters Score -600025.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -600079.875000 Penalty: 4251.929199
	Iteration 17Q: 3 clusters Score -600079.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -600137.500000 Penalty: 4251.929199
	Iteration 18Q: 3 clusters Score -600137.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -600190.687500 Penalty: 4251.929199
	Iteration 19Q: 3 clusters Score -600190.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -600260.375000 Penalty: 4251.929199
	Iteration 20F: 3 clusters Score -600260.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -600354.312500 Penalty: 4251.929199
	Iteration 21Q: 3 clusters Score -600354.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -600456.062500 Penalty: 4251.929199
	Iteration 22Q: 3 clusters Score -600456.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -600535.812500 Penalty: 4251.929199
	Iteration 23Q: 3 clusters Score -600535.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -600605.250000 Penalty: 4251.929199
	Iteration 24Q: 3 clusters Score -600605.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -600657.875000 Penalty: 4251.929199
	Iteration 25Q: 3 clusters Score -600657.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -600695.250000 Penalty: 4251.929199
	Iteration 26Q: 3 clusters Score -600695.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -600726.187500 Penalty: 4251.929199
	Iteration 27Q: 3 clusters Score -600726.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -600755.875000 Penalty: 4251.929199
	Iteration 28Q: 3 clusters Score -600755.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -600785.562500 Penalty: 4251.929199
	Iteration 29Q: 3 clusters Score -600785.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -600815.312500 Penalty: 4251.929199
	Iteration 30Q: 3 clusters Score -600815.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -600833.437500 Penalty: 4251.929199
	Iteration 31Q: 3 clusters Score -600833.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -600851.750000 Penalty: 4251.929199
	Iteration 32Q: 3 clusters Score -600851.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -600866.000000 Penalty: 4251.929199
	Iteration 33Q: 3 clusters Score -600866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -600875.000000 Penalty: 4251.929199
	Iteration 34Q: 3 clusters Score -600875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -600883.500000 Penalty: 4251.929199
	Iteration 35Q: 3 clusters Score -600883.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -600892.562500 Penalty: 4251.929199
	Iteration 36Q: 3 clusters Score -600892.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -600901.375000 Penalty: 4251.929199
	Iteration 37Q: 3 clusters Score -600901.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -600911.375000 Penalty: 4251.929199
	Iteration 38Q: 3 clusters Score -600911.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -600921.437500 Penalty: 4251.929199
	Iteration 39Q: 3 clusters Score -600921.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -600930.000000 Penalty: 4251.929199
	Iteration 40F: 3 clusters Score -600930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -600939.250000 Penalty: 4251.929199
	Iteration 41Q: 3 clusters Score -600939.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -600947.062500 Penalty: 4251.929199
	Iteration 42Q: 3 clusters Score -600947.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -600953.437500 Penalty: 4251.929199
	Iteration 43Q: 3 clusters Score -600953.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -600961.125000 Penalty: 4251.929199
	Iteration 44Q: 3 clusters Score -600961.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -600964.437500 Penalty: 4251.929199
	Iteration 45Q: 3 clusters Score -600964.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -600964.062500 Penalty: 4251.929199
	Iteration 46Q: 3 clusters Score -600964.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -600966.062500 Penalty: 4251.929199
	Iteration 47Q: 3 clusters Score -600966.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -600969.500000 Penalty: 4251.929199
	Iteration 48Q: 3 clusters Score -600969.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -600970.750000 Penalty: 4251.929199
	Iteration 49Q: 3 clusters Score -600970.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -600973.812500 Penalty: 4251.929199
	Iteration 50Q: 3 clusters Score -600973.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -600975.937500 Penalty: 4251.929199
	Iteration 51Q: 3 clusters Score -600975.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -600976.312500 Penalty: 4251.929199
	Iteration 52Q: 3 clusters Score -600976.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -600978.375000 Penalty: 4251.929199
	Iteration 53Q: 3 clusters Score -600978.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -600979.312500 Penalty: 4251.929199
	Iteration 54Q: 3 clusters Score -600979.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -600980.500000 Penalty: 4251.929199
	Iteration 55Q: 3 clusters Score -600980.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -600983.062500 Penalty: 4251.929199
	Iteration 56Q: 3 clusters Score -600983.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -600985.000000 Penalty: 4251.929199
	Iteration 57Q: 3 clusters Score -600985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -600986.062500 Penalty: 4251.929199
	Iteration 58Q: 3 clusters Score -600986.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -600988.187500 Penalty: 4251.929199
	Iteration 59Q: 3 clusters Score -600988.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -600991.125000 Penalty: 4251.929199
	Iteration 60F: 3 clusters Score -600991.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -600992.250000 Penalty: 4251.929199
	Iteration 61Q: 3 clusters Score -600992.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -600993.687500 Penalty: 4251.929199
	Iteration 62Q: 3 clusters Score -600993.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -600993.625000 Penalty: 4251.929199
	Iteration 63Q: 3 clusters Score -600993.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -600993.187500 Penalty: 4251.929199
	Iteration 64Q: 3 clusters Score -600993.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -600993.187500 Penalty: 4251.929199
	Iteration 65F: 3 clusters Score -600993.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Entering Unmasked Estep 
Score: -7454270.000000 Penalty: 2721.281982
	Iteration 0F: 2 clusters Score -7454270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -7415061.500000 Penalty: 5442.563965
	Iteration 0F: 3 clusters Score -7415062 nChanged 27032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -7430175.000000 Penalty: 5442.563965
	Iteration 1F: 3 clusters Score -7430175 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -7430859.000000 Penalty: 5442.563965
	Iteration 2Q: 3 clusters Score -7430859 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -7431699.000000 Penalty: 5442.563965
	Iteration 3Q: 3 clusters Score -7431699 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -7433044.000000 Penalty: 5442.563965
	Iteration 4Q: 3 clusters Score -7433044 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -7435400.500000 Penalty: 5442.563965
	Iteration 5F: 3 clusters Score -7435400 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -7439043.500000 Penalty: 5442.563965
	Iteration 6F: 3 clusters Score -7439044 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -7443920.500000 Penalty: 5442.563965
	Iteration 7F: 3 clusters Score -7443920 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -7448201.000000 Penalty: 5442.563965
	Iteration 8F: 3 clusters Score -7448201 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7450477.000000 Penalty: 5442.563965
	Iteration 9Q: 3 clusters Score -7450477 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7451337.500000 Penalty: 5442.563965
	Iteration 10Q: 3 clusters Score -7451338 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7451644.000000 Penalty: 5442.563965
	Iteration 11Q: 3 clusters Score -7451644 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7451768.000000 Penalty: 5442.563965
	Iteration 12Q: 3 clusters Score -7451768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7451825.500000 Penalty: 5442.563965
	Iteration 13Q: 3 clusters Score -7451826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7451856.000000 Penalty: 5442.563965
	Iteration 14Q: 3 clusters Score -7451856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7451867.000000 Penalty: 5442.563965
	Iteration 15Q: 3 clusters Score -7451867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7451869.500000 Penalty: 5442.563965
	Iteration 16Q: 3 clusters Score -7451870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7451882.000000 Penalty: 5442.563965
	Iteration 17Q: 3 clusters Score -7451882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7451873.500000 Penalty: 5442.563965
	Iteration 18Q: 3 clusters Score -7451874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7451880.500000 Penalty: 5442.563965
	Iteration 19Q: 3 clusters Score -7451880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7451877.500000 Penalty: 5442.563965
	Iteration 20F: 3 clusters Score -7451878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7451875.500000 Penalty: 5442.563965
	Iteration 21Q: 3 clusters Score -7451876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7451875.500000 Penalty: 5442.563965
	Iteration 22F: 3 clusters Score -7451876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -37404.773438 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -37404.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36078.242188 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -36078.24 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36258.890625 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -36258.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36299.898438 Penalty: 2905.534668
	Iteration 2Q: 3 clusters Score -36299.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36345.449219 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -36345.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36380.167969 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -36380.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36400.835938 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -36400.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36420.105469 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -36420.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36425.425781 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -36425.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36429.250000 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -36429.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36432.621094 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -36432.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36437.085938 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -36437.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36439.492188 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -36439.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36449.679688 Penalty: 2905.534668
	Iteration 12Q: 3 clusters Score -36449.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36458.128906 Penalty: 2905.534668
	Iteration 13Q: 3 clusters Score -36458.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36458.128906 Penalty: 2905.534668
	Iteration 14F: 3 clusters Score -36458.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Entering Unmasked Estep 
Score: -1929604.125000 Penalty: 2380.854004
	Iteration 0F: 2 clusters Score -1929604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1918807.125000 Penalty: 4761.708008
	Iteration 0F: 3 clusters Score -1918807 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1922152.875000 Penalty: 4761.708008
	Iteration 1F: 3 clusters Score -1922153 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1922515.500000 Penalty: 4761.708008
	Iteration 2F: 3 clusters Score -1922516 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1922795.375000 Penalty: 4761.708008
	Iteration 3F: 3 clusters Score -1922795 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1922986.250000 Penalty: 4761.708008
	Iteration 4Q: 3 clusters Score -1922986 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1923126.125000 Penalty: 4761.708008
	Iteration 5Q: 3 clusters Score -1923126 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1923248.625000 Penalty: 4761.708008
	Iteration 6Q: 3 clusters Score -1923249 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1923353.250000 Penalty: 4761.708008
	Iteration 7Q: 3 clusters Score -1923353 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1923451.250000 Penalty: 4761.708008
	Iteration 8Q: 3 clusters Score -1923451 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1923546.750000 Penalty: 4761.708008
	Iteration 9Q: 3 clusters Score -1923547 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1923639.750000 Penalty: 4761.708008
	Iteration 10Q: 3 clusters Score -1923640 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1923742.000000 Penalty: 4761.708008
	Iteration 11Q: 3 clusters Score -1923742 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1923864.625000 Penalty: 4761.708008
	Iteration 12Q: 3 clusters Score -1923865 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1924011.750000 Penalty: 4761.708008
	Iteration 13Q: 3 clusters Score -1924012 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1924185.750000 Penalty: 4761.708008
	Iteration 14Q: 3 clusters Score -1924186 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1924387.625000 Penalty: 4761.708008
	Iteration 15Q: 3 clusters Score -1924388 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1924625.250000 Penalty: 4761.708008
	Iteration 16Q: 3 clusters Score -1924625 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1924888.500000 Penalty: 4761.708008
	Iteration 17Q: 3 clusters Score -1924888 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1925178.500000 Penalty: 4761.708008
	Iteration 18Q: 3 clusters Score -1925178 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1925444.000000 Penalty: 4761.708008
	Iteration 19Q: 3 clusters Score -1925444 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1925702.000000 Penalty: 4761.708008
	Iteration 20F: 3 clusters Score -1925702 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1925954.375000 Penalty: 4761.708008
	Iteration 21Q: 3 clusters Score -1925954 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1926181.375000 Penalty: 4761.708008
	Iteration 22Q: 3 clusters Score -1926181 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1926363.500000 Penalty: 4761.708008
	Iteration 23Q: 3 clusters Score -1926364 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1926504.875000 Penalty: 4761.708008
	Iteration 24Q: 3 clusters Score -1926505 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1926615.000000 Penalty: 4761.708008
	Iteration 25Q: 3 clusters Score -1926615 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1926719.000000 Penalty: 4761.708008
	Iteration 26Q: 3 clusters Score -1926719 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1926814.500000 Penalty: 4761.708008
	Iteration 27Q: 3 clusters Score -1926814 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1926905.500000 Penalty: 4761.708008
	Iteration 28Q: 3 clusters Score -1926906 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1926986.000000 Penalty: 4761.708008
	Iteration 29Q: 3 clusters Score -1926986 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1927060.875000 Penalty: 4761.708008
	Iteration 30Q: 3 clusters Score -1927061 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1927124.500000 Penalty: 4761.708008
	Iteration 31Q: 3 clusters Score -1927124 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1927178.000000 Penalty: 4761.708008
	Iteration 32Q: 3 clusters Score -1927178 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1927216.875000 Penalty: 4761.708008
	Iteration 33Q: 3 clusters Score -1927217 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1927248.375000 Penalty: 4761.708008
	Iteration 34Q: 3 clusters Score -1927248 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1927274.875000 Penalty: 4761.708008
	Iteration 35Q: 3 clusters Score -1927275 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1927301.750000 Penalty: 4761.708008
	Iteration 36Q: 3 clusters Score -1927302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1927321.750000 Penalty: 4761.708008
	Iteration 37Q: 3 clusters Score -1927322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1927341.375000 Penalty: 4761.708008
	Iteration 38Q: 3 clusters Score -1927341 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1927353.000000 Penalty: 4761.708008
	Iteration 39Q: 3 clusters Score -1927353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1927370.750000 Penalty: 4761.708008
	Iteration 40F: 3 clusters Score -1927371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1927384.625000 Penalty: 4761.708008
	Iteration 41Q: 3 clusters Score -1927385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1927396.875000 Penalty: 4761.708008
	Iteration 42Q: 3 clusters Score -1927397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1927407.500000 Penalty: 4761.708008
	Iteration 43Q: 3 clusters Score -1927408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1927422.875000 Penalty: 4761.708008
	Iteration 44Q: 3 clusters Score -1927423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1927442.500000 Penalty: 4761.708008
	Iteration 45Q: 3 clusters Score -1927442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1927455.250000 Penalty: 4761.708008
	Iteration 46Q: 3 clusters Score -1927455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1927468.000000 Penalty: 4761.708008
	Iteration 47Q: 3 clusters Score -1927468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1927471.375000 Penalty: 4761.708008
	Iteration 48Q: 3 clusters Score -1927471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1927481.875000 Penalty: 4761.708008
	Iteration 49Q: 3 clusters Score -1927482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1927489.500000 Penalty: 4761.708008
	Iteration 50Q: 3 clusters Score -1927490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1927497.000000 Penalty: 4761.708008
	Iteration 51Q: 3 clusters Score -1927497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1927495.875000 Penalty: 4761.708008
	Iteration 52Q: 3 clusters Score -1927496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1927501.000000 Penalty: 4761.708008
	Iteration 53Q: 3 clusters Score -1927501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1927506.625000 Penalty: 4761.708008
	Iteration 54Q: 3 clusters Score -1927507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1927509.625000 Penalty: 4761.708008
	Iteration 55Q: 3 clusters Score -1927510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1927508.750000 Penalty: 4761.708008
	Iteration 56Q: 3 clusters Score -1927509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1927517.500000 Penalty: 4761.708008
	Iteration 57Q: 3 clusters Score -1927518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1927517.500000 Penalty: 4761.708008
	Iteration 58Q: 3 clusters Score -1927518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1927525.250000 Penalty: 4761.708008
	Iteration 59Q: 3 clusters Score -1927525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1927528.250000 Penalty: 4761.708008
	Iteration 60F: 3 clusters Score -1927528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1927535.625000 Penalty: 4761.708008
	Iteration 61Q: 3 clusters Score -1927536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1927540.250000 Penalty: 4761.708008
	Iteration 62Q: 3 clusters Score -1927540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1927540.250000 Penalty: 4761.708008
	Iteration 63F: 3 clusters Score -1927540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159792 members 
Entering Unmasked Estep 
Score: -20771784.000000 Penalty: 2971.443848
	Iteration 0F: 2 clusters Score -2.077178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -20666148.000000 Penalty: 5942.887695
	Iteration 0F: 3 clusters Score -2.066615e+07 nChanged 76486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81700 members 
Mstep: Class 2 contains 78092 members 
Entering Unmasked Estep 
Score: -20710350.000000 Penalty: 5942.887695
	Iteration 1F: 3 clusters Score -2.071035e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82495 members 
Mstep: Class 2 contains 77297 members 
Entering Unmasked Estep 
Score: -20711510.000000 Penalty: 5942.887695
	Iteration 2Q: 3 clusters Score -2.071151e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83769 members 
Mstep: Class 2 contains 76023 members 
Entering Unmasked Estep 
Score: -20713064.000000 Penalty: 5942.887695
	Iteration 3Q: 3 clusters Score -2.071306e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 74165 members 
Entering Unmasked Estep 
Score: -20715324.000000 Penalty: 5942.887695
	Iteration 4Q: 3 clusters Score -2.071532e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88256 members 
Mstep: Class 2 contains 71536 members 
Entering Unmasked Estep 
Score: -20718418.000000 Penalty: 5942.887695
	Iteration 5Q: 3 clusters Score -2.071842e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91737 members 
Mstep: Class 2 contains 68055 members 
Entering Unmasked Estep 
Score: -20723326.000000 Penalty: 5942.887695
	Iteration 6F: 3 clusters Score -2.072333e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95807 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -20729680.000000 Penalty: 5942.887695
	Iteration 7F: 3 clusters Score -2.072968e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99737 members 
Mstep: Class 2 contains 60055 members 
Entering Unmasked Estep 
Score: -20736360.000000 Penalty: 5942.887695
	Iteration 8F: 3 clusters Score -2.073636e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103146 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -20742354.000000 Penalty: 5942.887695
	Iteration 9F: 3 clusters Score -2.074235e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105892 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -20746156.000000 Penalty: 5942.887695
	Iteration 10Q: 3 clusters Score -2.074616e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108088 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -20748404.000000 Penalty: 5942.887695
	Iteration 11Q: 3 clusters Score -2.07484e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -20749724.000000 Penalty: 5942.887695
	Iteration 12Q: 3 clusters Score -2.074972e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112152 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -20750666.000000 Penalty: 5942.887695
	Iteration 13Q: 3 clusters Score -2.075067e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114293 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -20751478.000000 Penalty: 5942.887695
	Iteration 14Q: 3 clusters Score -2.075148e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116472 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -20752262.000000 Penalty: 5942.887695
	Iteration 15Q: 3 clusters Score -2.075226e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118806 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -20753154.000000 Penalty: 5942.887695
	Iteration 16Q: 3 clusters Score -2.075315e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121324 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -20754156.000000 Penalty: 5942.887695
	Iteration 17Q: 3 clusters Score -2.075416e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124029 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -20755142.000000 Penalty: 5942.887695
	Iteration 18Q: 3 clusters Score -2.075514e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126802 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -20756208.000000 Penalty: 5942.887695
	Iteration 19Q: 3 clusters Score -2.075621e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129671 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -20757464.000000 Penalty: 5942.887695
	Iteration 20F: 3 clusters Score -2.075746e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132636 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -20758920.000000 Penalty: 5942.887695
	Iteration 21Q: 3 clusters Score -2.075892e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135579 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -20760422.000000 Penalty: 5942.887695
	Iteration 22Q: 3 clusters Score -2.076042e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138384 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -20762042.000000 Penalty: 5942.887695
	Iteration 23Q: 3 clusters Score -2.076204e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141054 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -20763642.000000 Penalty: 5942.887695
	Iteration 24Q: 3 clusters Score -2.076364e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143518 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -20765140.000000 Penalty: 5942.887695
	Iteration 25Q: 3 clusters Score -2.076514e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145675 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -20766392.000000 Penalty: 5942.887695
	Iteration 26Q: 3 clusters Score -2.076639e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147556 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -20767546.000000 Penalty: 5942.887695
	Iteration 27Q: 3 clusters Score -2.076755e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149085 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -20768364.000000 Penalty: 5942.887695
	Iteration 28Q: 3 clusters Score -2.076836e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150380 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -20769136.000000 Penalty: 5942.887695
	Iteration 29Q: 3 clusters Score -2.076914e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151443 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -20769848.000000 Penalty: 5942.887695
	Iteration 30Q: 3 clusters Score -2.076985e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152262 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -20770286.000000 Penalty: 5942.887695
	Iteration 31Q: 3 clusters Score -2.077029e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152907 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -20770512.000000 Penalty: 5942.887695
	Iteration 32Q: 3 clusters Score -2.077051e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153440 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -20770740.000000 Penalty: 5942.887695
	Iteration 33Q: 3 clusters Score -2.077074e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153885 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -20770858.000000 Penalty: 5942.887695
	Iteration 34Q: 3 clusters Score -2.077086e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154219 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -20770950.000000 Penalty: 5942.887695
	Iteration 35Q: 3 clusters Score -2.077095e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154502 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -20771000.000000 Penalty: 5942.887695
	Iteration 36Q: 3 clusters Score -2.0771e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154723 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -20771070.000000 Penalty: 5942.887695
	Iteration 37Q: 3 clusters Score -2.077107e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154904 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -20771108.000000 Penalty: 5942.887695
	Iteration 38Q: 3 clusters Score -2.077111e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155055 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -20771142.000000 Penalty: 5942.887695
	Iteration 39Q: 3 clusters Score -2.077114e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155179 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -20771220.000000 Penalty: 5942.887695
	Iteration 40F: 3 clusters Score -2.077122e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155274 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -20771226.000000 Penalty: 5942.887695
	Iteration 41Q: 3 clusters Score -2.077123e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155366 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -20771230.000000 Penalty: 5942.887695
	Iteration 42Q: 3 clusters Score -2.077123e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155440 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -20771226.000000 Penalty: 5942.887695
	Iteration 43Q: 3 clusters Score -2.077123e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155512 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -20771230.000000 Penalty: 5942.887695
	Iteration 44Q: 3 clusters Score -2.077123e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155571 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -20771230.000000 Penalty: 5942.887695
	Iteration 45Q: 3 clusters Score -2.077123e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155631 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -20771222.000000 Penalty: 5942.887695
	Iteration 46Q: 3 clusters Score -2.077122e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155677 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -20771230.000000 Penalty: 5942.887695
	Iteration 47Q: 3 clusters Score -2.077123e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155717 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -20771196.000000 Penalty: 5942.887695
	Iteration 48Q: 3 clusters Score -2.07712e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155761 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -20771208.000000 Penalty: 5942.887695
	Iteration 49Q: 3 clusters Score -2.077121e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155802 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -20771228.000000 Penalty: 5942.887695
	Iteration 50Q: 3 clusters Score -2.077123e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155831 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -20771188.000000 Penalty: 5942.887695
	Iteration 51Q: 3 clusters Score -2.077119e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155856 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -20771166.000000 Penalty: 5942.887695
	Iteration 52Q: 3 clusters Score -2.077117e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155880 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -20771164.000000 Penalty: 5942.887695
	Iteration 53Q: 3 clusters Score -2.077116e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155900 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -20771190.000000 Penalty: 5942.887695
	Iteration 54Q: 3 clusters Score -2.077119e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155917 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -20771170.000000 Penalty: 5942.887695
	Iteration 55Q: 3 clusters Score -2.077117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155932 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -20771180.000000 Penalty: 5942.887695
	Iteration 56Q: 3 clusters Score -2.077118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155938 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -20771186.000000 Penalty: 5942.887695
	Iteration 57Q: 3 clusters Score -2.077119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155943 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -20771164.000000 Penalty: 5942.887695
	Iteration 58Q: 3 clusters Score -2.077116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155951 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -20771168.000000 Penalty: 5942.887695
	Iteration 59Q: 3 clusters Score -2.077117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155957 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -20771196.000000 Penalty: 5942.887695
	Iteration 60F: 3 clusters Score -2.07712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155965 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -20771198.000000 Penalty: 5942.887695
	Iteration 61Q: 3 clusters Score -2.07712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155975 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -20771174.000000 Penalty: 5942.887695
	Iteration 62Q: 3 clusters Score -2.077117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155980 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -20771192.000000 Penalty: 5942.887695
	Iteration 63Q: 3 clusters Score -2.077119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155990 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -20771198.000000 Penalty: 5942.887695
	Iteration 64Q: 3 clusters Score -2.07712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156002 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -20771212.000000 Penalty: 5942.887695
	Iteration 65Q: 3 clusters Score -2.077121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156008 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -20771214.000000 Penalty: 5942.887695
	Iteration 66Q: 3 clusters Score -2.077121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156009 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -20771206.000000 Penalty: 5942.887695
	Iteration 67Q: 3 clusters Score -2.077121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156008 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -20771200.000000 Penalty: 5942.887695
	Iteration 68Q: 3 clusters Score -2.07712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156008 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -20771200.000000 Penalty: 5942.887695
	Iteration 69F: 3 clusters Score -2.07712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -76066.257812 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -76066.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74512.484375 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -74512.48 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74939.945312 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -74939.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -75210.429688 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -75210.43 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -75503.312500 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -75503.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -75660.976562 Penalty: 3238.591797
	Iteration 4Q: 3 clusters Score -75660.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -75777.335938 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -75777.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76011.484375 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -76011.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76247.859375 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -76247.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -76314.742188 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -76314.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -76411.992188 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -76411.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76510.601562 Penalty: 3238.591797
	Iteration 10Q: 3 clusters Score -76510.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -76643.757812 Penalty: 3238.591797
	Iteration 11Q: 3 clusters Score -76643.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76714.421875 Penalty: 3238.591797
	Iteration 12Q: 3 clusters Score -76714.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -76737.406250 Penalty: 3238.591797
	Iteration 13Q: 3 clusters Score -76737.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76751.101562 Penalty: 3238.591797
	Iteration 14Q: 3 clusters Score -76751.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -76762.812500 Penalty: 3238.591797
	Iteration 15Q: 3 clusters Score -76762.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -76767.195312 Penalty: 3238.591797
	Iteration 16Q: 3 clusters Score -76767.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -76767.195312 Penalty: 3238.591797
	Iteration 17F: 3 clusters Score -76767.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 41004 members 
Mstep: Class 5 contains 26402 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 274361 members 
Mstep: Class 8 contains 40278 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6418 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5415 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 13233 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 58274 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14768 members 
Mstep: Class 20 contains 159792 members 
Mstep: Class 21 contains 271 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 414 members 
Entering Unmasked Estep 
Score: -90837080.000000 Penalty: 76903.515625
Splitting cluster 21 changes total score from -90838032.000000 to -90837080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -84570.812500 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -84570.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82888.742188 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -82888.74 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -83337.414062 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -83337.41 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -83741.101562 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -83741.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -83900.132812 Penalty: 3290.778320
	Iteration 3F: 3 clusters Score -83900.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83987.914062 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -83987.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84038.367188 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -84038.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84094.906250 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -84094.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84130.421875 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -84130.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84152.414062 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -84152.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -84178.492188 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -84178.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84192.234375 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -84192.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84203.085938 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -84203.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84203.085938 Penalty: 3290.778320
	Iteration 12F: 3 clusters Score -84203.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 41004 members 
Mstep: Class 5 contains 26402 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 274361 members 
Mstep: Class 8 contains 40278 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6418 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5415 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 13233 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 58274 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14768 members 
Mstep: Class 20 contains 159792 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838088.000000 Penalty: 73559.882812
Iteration 119Q: 23 clusters Score -9.083809e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 41007 members 
Mstep: Class 5 contains 26404 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 274351 members 
Mstep: Class 8 contains 40278 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6420 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5415 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 58276 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14768 members 
Mstep: Class 20 contains 159796 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838056.000000 Penalty: 73559.882812
Iteration 120F: 23 clusters Score -9.083806e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 713 members 
Mstep: Class 4 contains 41008 members 
Mstep: Class 5 contains 26406 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 274324 members 
Mstep: Class 8 contains 40278 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6425 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5415 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 58279 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159807 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838112.000000 Penalty: 73559.882812
Iteration 121Q: 23 clusters Score -9.083811e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 2671 members 
Mstep: Class 3 contains 710 members 
Mstep: Class 4 contains 41007 members 
Mstep: Class 5 contains 26411 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 274302 members 
Mstep: Class 8 contains 40277 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6426 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5415 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2267 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5285 members 
Mstep: Class 17 contains 58282 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14767 members 
Mstep: Class 20 contains 159818 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838160.000000 Penalty: 73559.882812
Iteration 122Q: 23 clusters Score -9.083816e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 3 contains 710 members 
Mstep: Class 4 contains 41004 members 
Mstep: Class 5 contains 26413 members 
Mstep: Class 6 contains 20284 members 
Mstep: Class 7 contains 274282 members 
Mstep: Class 8 contains 40279 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6426 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5416 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2267 members 
Mstep: Class 15 contains 13233 members 
Mstep: Class 16 contains 5285 members 
Mstep: Class 17 contains 58284 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 159827 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838128.000000 Penalty: 73559.882812
Iteration 123Q: 23 clusters Score -9.083813e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 2669 members 
Mstep: Class 3 contains 711 members 
Mstep: Class 4 contains 41004 members 
Mstep: Class 5 contains 26413 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 274265 members 
Mstep: Class 8 contains 40281 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6427 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5416 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5285 members 
Mstep: Class 17 contains 58284 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14764 members 
Mstep: Class 20 contains 159838 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838160.000000 Penalty: 73559.882812
Iteration 124Q: 23 clusters Score -9.083816e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 710 members 
Mstep: Class 4 contains 41003 members 
Mstep: Class 5 contains 26411 members 
Mstep: Class 6 contains 20284 members 
Mstep: Class 7 contains 274250 members 
Mstep: Class 8 contains 40280 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6430 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5417 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5284 members 
Mstep: Class 17 contains 58285 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14764 members 
Mstep: Class 20 contains 159851 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838120.000000 Penalty: 73559.882812
Iteration 125Q: 23 clusters Score -9.083812e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 709 members 
Mstep: Class 4 contains 41000 members 
Mstep: Class 5 contains 26411 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 274223 members 
Mstep: Class 8 contains 40279 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6432 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5417 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2271 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5283 members 
Mstep: Class 17 contains 58290 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14764 members 
Mstep: Class 20 contains 159871 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838072.000000 Penalty: 73559.882812
Iteration 126Q: 23 clusters Score -9.083807e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 2667 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 41001 members 
Mstep: Class 5 contains 26412 members 
Mstep: Class 6 contains 20283 members 
Mstep: Class 7 contains 274205 members 
Mstep: Class 8 contains 40277 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6434 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5417 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5282 members 
Mstep: Class 17 contains 58291 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 159888 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838056.000000 Penalty: 73559.882812
Iteration 127Q: 23 clusters Score -9.083806e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 2661 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 41002 members 
Mstep: Class 5 contains 26416 members 
Mstep: Class 6 contains 20288 members 
Mstep: Class 7 contains 274192 members 
Mstep: Class 8 contains 40275 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6436 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5418 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5282 members 
Mstep: Class 17 contains 58292 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 159894 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838024.000000 Penalty: 73559.882812
Iteration 128Q: 23 clusters Score -9.083802e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 2658 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 41001 members 
Mstep: Class 5 contains 26416 members 
Mstep: Class 6 contains 20293 members 
Mstep: Class 7 contains 274182 members 
Mstep: Class 8 contains 40276 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6437 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5418 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2283 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 5282 members 
Mstep: Class 17 contains 58294 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 159892 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837968.000000 Penalty: 73559.882812
Iteration 129Q: 23 clusters Score -9.083797e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 2654 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 41000 members 
Mstep: Class 5 contains 26417 members 
Mstep: Class 6 contains 20292 members 
Mstep: Class 7 contains 274163 members 
Mstep: Class 8 contains 40276 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6438 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5418 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2286 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 5283 members 
Mstep: Class 17 contains 58296 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 159904 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837968.000000 Penalty: 73559.882812
Iteration 130Q: 23 clusters Score -9.083797e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 2651 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 41000 members 
Mstep: Class 5 contains 26415 members 
Mstep: Class 6 contains 20292 members 
Mstep: Class 7 contains 274156 members 
Mstep: Class 8 contains 40275 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6438 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5418 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2289 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5286 members 
Mstep: Class 17 contains 58296 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 159909 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838000.000000 Penalty: 73559.882812
Iteration 131Q: 23 clusters Score -9.0838e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40998 members 
Mstep: Class 5 contains 26414 members 
Mstep: Class 6 contains 20293 members 
Mstep: Class 7 contains 274156 members 
Mstep: Class 8 contains 40275 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5418 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2293 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 58297 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14764 members 
Mstep: Class 20 contains 159903 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837968.000000 Penalty: 73559.882812
Iteration 132Q: 23 clusters Score -9.083797e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40998 members 
Mstep: Class 5 contains 26415 members 
Mstep: Class 6 contains 20294 members 
Mstep: Class 7 contains 274163 members 
Mstep: Class 8 contains 40276 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5418 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2296 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 5288 members 
Mstep: Class 17 contains 58299 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 159887 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838000.000000 Penalty: 73559.882812
Iteration 133Q: 23 clusters Score -9.0838e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 2642 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40996 members 
Mstep: Class 5 contains 26416 members 
Mstep: Class 6 contains 20293 members 
Mstep: Class 7 contains 274173 members 
Mstep: Class 8 contains 40275 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5418 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2298 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 5288 members 
Mstep: Class 17 contains 58298 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 159876 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837952.000000 Penalty: 73559.882812
Iteration 134Q: 23 clusters Score -9.083795e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 2643 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40995 members 
Mstep: Class 5 contains 26415 members 
Mstep: Class 6 contains 20292 members 
Mstep: Class 7 contains 274181 members 
Mstep: Class 8 contains 40272 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5418 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5288 members 
Mstep: Class 17 contains 58298 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 159869 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837976.000000 Penalty: 73559.882812
Iteration 135Q: 23 clusters Score -9.083798e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40994 members 
Mstep: Class 5 contains 26413 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 274198 members 
Mstep: Class 8 contains 40271 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5418 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 58299 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 159852 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838016.000000 Penalty: 73559.882812
Iteration 136Q: 23 clusters Score -9.083802e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40995 members 
Mstep: Class 5 contains 26414 members 
Mstep: Class 6 contains 20291 members 
Mstep: Class 7 contains 274212 members 
Mstep: Class 8 contains 40272 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5418 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 58299 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 159834 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838032.000000 Penalty: 73559.882812
Iteration 137Q: 23 clusters Score -9.083803e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40993 members 
Mstep: Class 5 contains 26414 members 
Mstep: Class 6 contains 20291 members 
Mstep: Class 7 contains 274214 members 
Mstep: Class 8 contains 40272 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6442 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5419 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 58299 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 159832 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838048.000000 Penalty: 73559.882812
Iteration 138Q: 23 clusters Score -9.083805e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40992 members 
Mstep: Class 5 contains 26414 members 
Mstep: Class 6 contains 20291 members 
Mstep: Class 7 contains 274220 members 
Mstep: Class 8 contains 40271 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6442 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5419 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 58296 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 159827 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838080.000000 Penalty: 73559.882812
Iteration 139Q: 23 clusters Score -9.083808e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40993 members 
Mstep: Class 5 contains 26414 members 
Mstep: Class 6 contains 20290 members 
Mstep: Class 7 contains 274230 members 
Mstep: Class 8 contains 40272 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5420 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 58295 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 159814 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838024.000000 Penalty: 73559.882812
Iteration 140F: 23 clusters Score -9.083802e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40993 members 
Mstep: Class 5 contains 26413 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 274248 members 
Mstep: Class 8 contains 40274 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5420 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 58293 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14767 members 
Mstep: Class 20 contains 159796 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838064.000000 Penalty: 73559.882812
Iteration 141Q: 23 clusters Score -9.083806e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40994 members 
Mstep: Class 5 contains 26414 members 
Mstep: Class 6 contains 20288 members 
Mstep: Class 7 contains 274276 members 
Mstep: Class 8 contains 40273 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5420 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 58294 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14767 members 
Mstep: Class 20 contains 159765 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838048.000000 Penalty: 73559.882812
Iteration 142Q: 23 clusters Score -9.083805e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40992 members 
Mstep: Class 5 contains 26417 members 
Mstep: Class 6 contains 20290 members 
Mstep: Class 7 contains 274280 members 
Mstep: Class 8 contains 40272 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5420 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 58295 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14767 members 
Mstep: Class 20 contains 159757 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838088.000000 Penalty: 73559.882812
Iteration 143Q: 23 clusters Score -9.083809e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40991 members 
Mstep: Class 5 contains 26416 members 
Mstep: Class 6 contains 20291 members 
Mstep: Class 7 contains 274273 members 
Mstep: Class 8 contains 40272 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6443 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5421 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 58296 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14767 members 
Mstep: Class 20 contains 159760 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838088.000000 Penalty: 73559.882812
Iteration 144Q: 23 clusters Score -9.083809e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26416 members 
Mstep: Class 6 contains 20292 members 
Mstep: Class 7 contains 274279 members 
Mstep: Class 8 contains 40272 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5423 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 58295 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 159757 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838128.000000 Penalty: 73559.882812
Iteration 145Q: 23 clusters Score -9.083813e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40983 members 
Mstep: Class 5 contains 26417 members 
Mstep: Class 6 contains 20293 members 
Mstep: Class 7 contains 274288 members 
Mstep: Class 8 contains 40272 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 58294 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14768 members 
Mstep: Class 20 contains 159749 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838152.000000 Penalty: 73559.882812
Iteration 146Q: 23 clusters Score -9.083815e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40982 members 
Mstep: Class 5 contains 26418 members 
Mstep: Class 6 contains 20294 members 
Mstep: Class 7 contains 274299 members 
Mstep: Class 8 contains 40272 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6444 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5425 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 58294 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159727 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838112.000000 Penalty: 73559.882812
Iteration 147Q: 23 clusters Score -9.083811e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40982 members 
Mstep: Class 5 contains 26416 members 
Mstep: Class 6 contains 20295 members 
Mstep: Class 7 contains 274297 members 
Mstep: Class 8 contains 40272 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6445 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5425 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58297 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159721 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838096.000000 Penalty: 73559.882812
Iteration 148Q: 23 clusters Score -9.08381e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40980 members 
Mstep: Class 5 contains 26417 members 
Mstep: Class 6 contains 20296 members 
Mstep: Class 7 contains 274300 members 
Mstep: Class 8 contains 40273 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6445 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5425 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58296 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159717 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838112.000000 Penalty: 73559.882812
Iteration 149Q: 23 clusters Score -9.083811e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40980 members 
Mstep: Class 5 contains 26418 members 
Mstep: Class 6 contains 20302 members 
Mstep: Class 7 contains 274295 members 
Mstep: Class 8 contains 40273 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6445 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 5425 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58298 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159712 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838152.000000 Penalty: 73559.882812
Iteration 150Q: 23 clusters Score -9.083815e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40980 members 
Mstep: Class 5 contains 26418 members 
Mstep: Class 6 contains 20307 members 
Mstep: Class 7 contains 274288 members 
Mstep: Class 8 contains 40273 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6446 members 
Mstep: Class 11 contains 5859 members 
Mstep: Class 12 contains 5425 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58302 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159707 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838136.000000 Penalty: 73559.882812
Iteration 151Q: 23 clusters Score -9.083814e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40980 members 
Mstep: Class 5 contains 26419 members 
Mstep: Class 6 contains 20305 members 
Mstep: Class 7 contains 274288 members 
Mstep: Class 8 contains 40273 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6446 members 
Mstep: Class 11 contains 5859 members 
Mstep: Class 12 contains 5425 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58303 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14770 members 
Mstep: Class 20 contains 159701 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838072.000000 Penalty: 73559.882812
Iteration 152Q: 23 clusters Score -9.083807e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40978 members 
Mstep: Class 5 contains 26419 members 
Mstep: Class 6 contains 20305 members 
Mstep: Class 7 contains 274286 members 
Mstep: Class 8 contains 40274 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6446 members 
Mstep: Class 11 contains 5859 members 
Mstep: Class 12 contains 5425 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58302 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159700 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838160.000000 Penalty: 73559.882812
Iteration 153Q: 23 clusters Score -9.083816e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40980 members 
Mstep: Class 5 contains 26419 members 
Mstep: Class 6 contains 20302 members 
Mstep: Class 7 contains 274295 members 
Mstep: Class 8 contains 40272 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6446 members 
Mstep: Class 11 contains 5859 members 
Mstep: Class 12 contains 5426 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58301 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159690 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838112.000000 Penalty: 73559.882812
Iteration 154Q: 23 clusters Score -9.083811e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40982 members 
Mstep: Class 5 contains 26418 members 
Mstep: Class 6 contains 20311 members 
Mstep: Class 7 contains 274298 members 
Mstep: Class 8 contains 40270 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6446 members 
Mstep: Class 11 contains 5859 members 
Mstep: Class 12 contains 5428 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58298 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159679 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838104.000000 Penalty: 73559.882812
Iteration 155Q: 23 clusters Score -9.08381e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40979 members 
Mstep: Class 5 contains 26419 members 
Mstep: Class 6 contains 20314 members 
Mstep: Class 7 contains 274312 members 
Mstep: Class 8 contains 40267 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6447 members 
Mstep: Class 11 contains 5859 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58298 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159660 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838112.000000 Penalty: 73559.882812
Iteration 156Q: 23 clusters Score -9.083811e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40976 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20315 members 
Mstep: Class 7 contains 274333 members 
Mstep: Class 8 contains 40264 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6448 members 
Mstep: Class 11 contains 5859 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58300 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159631 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838168.000000 Penalty: 73559.882812
Iteration 157Q: 23 clusters Score -9.083817e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40975 members 
Mstep: Class 5 contains 26422 members 
Mstep: Class 6 contains 20317 members 
Mstep: Class 7 contains 274344 members 
Mstep: Class 8 contains 40263 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6449 members 
Mstep: Class 11 contains 5859 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58300 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159609 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838112.000000 Penalty: 73559.882812
Iteration 158Q: 23 clusters Score -9.083811e+07 nChanged 63
Entering ConstructFrom: 
Score: -90838112.000000 Penalty: 73559.882812
Entering ConstructFrom: 
Trying to split cluster 1 (35699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Entering Unmasked Estep 
Score: -4500938.000000 Penalty: 2599.753662
	Iteration 0F: 2 clusters Score -4500938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -4476764.500000 Penalty: 5199.507324
	Iteration 0F: 3 clusters Score -4476764 nChanged 16296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -4486253.000000 Penalty: 5199.507324
	Iteration 1F: 3 clusters Score -4486253 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -4487380.000000 Penalty: 5199.507324
	Iteration 2F: 3 clusters Score -4487380 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -4488793.000000 Penalty: 5199.507324
	Iteration 3F: 3 clusters Score -4488793 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -4490216.500000 Penalty: 5199.507324
	Iteration 4F: 3 clusters Score -4490216 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -4491462.000000 Penalty: 5199.507324
	Iteration 5F: 3 clusters Score -4491462 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -4492652.000000 Penalty: 5199.507324
	Iteration 6F: 3 clusters Score -4492652 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -4493778.500000 Penalty: 5199.507324
	Iteration 7Q: 3 clusters Score -4493778 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -4494909.500000 Penalty: 5199.507324
	Iteration 8Q: 3 clusters Score -4494910 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -4496045.000000 Penalty: 5199.507324
	Iteration 9Q: 3 clusters Score -4496045 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -4497007.500000 Penalty: 5199.507324
	Iteration 10Q: 3 clusters Score -4497008 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -4497788.000000 Penalty: 5199.507324
	Iteration 11Q: 3 clusters Score -4497788 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -4498355.000000 Penalty: 5199.507324
	Iteration 12Q: 3 clusters Score -4498355 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -4498623.500000 Penalty: 5199.507324
	Iteration 13Q: 3 clusters Score -4498624 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -4498763.500000 Penalty: 5199.507324
	Iteration 14Q: 3 clusters Score -4498764 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -4498837.500000 Penalty: 5199.507324
	Iteration 15Q: 3 clusters Score -4498838 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -4498889.000000 Penalty: 5199.507324
	Iteration 16Q: 3 clusters Score -4498889 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -4498938.500000 Penalty: 5199.507324
	Iteration 17Q: 3 clusters Score -4498938 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -4498956.500000 Penalty: 5199.507324
	Iteration 18Q: 3 clusters Score -4498956 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -4498991.000000 Penalty: 5199.507324
	Iteration 19Q: 3 clusters Score -4498991 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -4498994.000000 Penalty: 5199.507324
	Iteration 20F: 3 clusters Score -4498994 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -4499020.500000 Penalty: 5199.507324
	Iteration 21Q: 3 clusters Score -4499020 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -4499026.000000 Penalty: 5199.507324
	Iteration 22Q: 3 clusters Score -4499026 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -4499043.500000 Penalty: 5199.507324
	Iteration 23Q: 3 clusters Score -4499044 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -4499047.500000 Penalty: 5199.507324
	Iteration 24Q: 3 clusters Score -4499048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -4499069.500000 Penalty: 5199.507324
	Iteration 25Q: 3 clusters Score -4499070 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4499075 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -4499093.000000 Penalty: 5199.507324
	Iteration 27Q: 3 clusters Score -4499093 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4499090 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -4499091.000000 Penalty: 5199.507324
	Iteration 29Q: 3 clusters Score -4499091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4499092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -4499095.000000 Penalty: 5199.507324
	Iteration 31Q: 3 clusters Score -4499095 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -4499108.500000 Penalty: 5199.507324
	Iteration 32Q: 3 clusters Score -4499108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -4499117.500000 Penalty: 5199.507324
	Iteration 33Q: 3 clusters Score -4499118 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -4499116.000000 Penalty: 5199.507324
	Iteration 34Q: 3 clusters Score -4499116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -4499113.000000 Penalty: 5199.507324
	Iteration 35Q: 3 clusters Score -4499113 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -4499124.000000 Penalty: 5199.507324
	Iteration 36Q: 3 clusters Score -4499124 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -4499132.500000 Penalty: 5199.507324
	Iteration 37Q: 3 clusters Score -4499132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -4499143.000000 Penalty: 5199.507324
	Iteration 38Q: 3 clusters Score -4499143 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -4499152.500000 Penalty: 5199.507324
	Iteration 39Q: 3 clusters Score -4499152 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -4499146.500000 Penalty: 5199.507324
	Iteration 40F: 3 clusters Score -4499146 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -4499165.500000 Penalty: 5199.507324
	Iteration 41Q: 3 clusters Score -4499166 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -4499185.000000 Penalty: 5199.507324
	Iteration 42Q: 3 clusters Score -4499185 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -4499194.500000 Penalty: 5199.507324
	Iteration 43Q: 3 clusters Score -4499194 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -4499218.500000 Penalty: 5199.507324
	Iteration 44Q: 3 clusters Score -4499218 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -4499237.500000 Penalty: 5199.507324
	Iteration 45Q: 3 clusters Score -4499238 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -4499261.500000 Penalty: 5199.507324
	Iteration 46Q: 3 clusters Score -4499262 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -4499294.500000 Penalty: 5199.507324
	Iteration 47Q: 3 clusters Score -4499294 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -4499322.500000 Penalty: 5199.507324
	Iteration 48Q: 3 clusters Score -4499322 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -4499354.000000 Penalty: 5199.507324
	Iteration 49Q: 3 clusters Score -4499354 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -4499372.000000 Penalty: 5199.507324
	Iteration 50Q: 3 clusters Score -4499372 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -4499421.500000 Penalty: 5199.507324
	Iteration 51Q: 3 clusters Score -4499422 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -4499469.500000 Penalty: 5199.507324
	Iteration 52Q: 3 clusters Score -4499470 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -4499548.500000 Penalty: 5199.507324
	Iteration 53Q: 3 clusters Score -4499548 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -4499621.000000 Penalty: 5199.507324
	Iteration 54Q: 3 clusters Score -4499621 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -4499705.000000 Penalty: 5199.507324
	Iteration 55Q: 3 clusters Score -4499705 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -4499818.000000 Penalty: 5199.507324
	Iteration 56Q: 3 clusters Score -4499818 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -4499934.000000 Penalty: 5199.507324
	Iteration 57Q: 3 clusters Score -4499934 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -4500075.000000 Penalty: 5199.507324
	Iteration 58Q: 3 clusters Score -4500075 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -4500235.500000 Penalty: 5199.507324
	Iteration 59Q: 3 clusters Score -4500236 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -4500406.500000 Penalty: 5199.507324
	Iteration 60F: 3 clusters Score -4500406 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -4500596.000000 Penalty: 5199.507324
	Iteration 61Q: 3 clusters Score -4500596 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -4500755.500000 Penalty: 5199.507324
	Iteration 62Q: 3 clusters Score -4500756 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -4500903.500000 Penalty: 5199.507324
	Iteration 63Q: 3 clusters Score -4500904 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -4501008.000000 Penalty: 5199.507324
	Iteration 64Q: 3 clusters Score -4501008 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -4501091.500000 Penalty: 5199.507324
	Iteration 65Q: 3 clusters Score -4501092 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -4501182.500000 Penalty: 5199.507324
	Iteration 66Q: 3 clusters Score -4501182 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -4501251.000000 Penalty: 5199.507324
	Iteration 67Q: 3 clusters Score -4501251 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -4501298.500000 Penalty: 5199.507324
	Iteration 68Q: 3 clusters Score -4501298 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -4501334.000000 Penalty: 5199.507324
	Iteration 69Q: 3 clusters Score -4501334 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -4501356.500000 Penalty: 5199.507324
	Iteration 70Q: 3 clusters Score -4501356 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -4501357.000000 Penalty: 5199.507324
	Iteration 71Q: 3 clusters Score -4501357 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -4501360.000000 Penalty: 5199.507324
	Iteration 72Q: 3 clusters Score -4501360 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -4501378.500000 Penalty: 5199.507324
	Iteration 73Q: 3 clusters Score -4501378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -4501387.500000 Penalty: 5199.507324
	Iteration 74Q: 3 clusters Score -4501388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -4501381.000000 Penalty: 5199.507324
	Iteration 75Q: 3 clusters Score -4501381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -4501371.500000 Penalty: 5199.507324
	Iteration 76Q: 3 clusters Score -4501372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -4501386.000000 Penalty: 5199.507324
	Iteration 77Q: 3 clusters Score -4501386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -4501385.500000 Penalty: 5199.507324
	Iteration 78Q: 3 clusters Score -4501386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -4501387.500000 Penalty: 5199.507324
	Iteration 79Q: 3 clusters Score -4501388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -4501381.000000 Penalty: 5199.507324
	Iteration 80F: 3 clusters Score -4501381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -4501387.000000 Penalty: 5199.507324
	Iteration 81Q: 3 clusters Score -4501387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -4501384.000000 Penalty: 5199.507324
	Iteration 82Q: 3 clusters Score -4501384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -4501387.500000 Penalty: 5199.507324
	Iteration 83Q: 3 clusters Score -4501388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -4501385.500000 Penalty: 5199.507324
	Iteration 84Q: 3 clusters Score -4501386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -4501391.500000 Penalty: 5199.507324
	Iteration 85Q: 3 clusters Score -4501392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -4501394.000000 Penalty: 5199.507324
	Iteration 86Q: 3 clusters Score -4501394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -4501389.500000 Penalty: 5199.507324
	Iteration 87Q: 3 clusters Score -4501390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -4501396.000000 Penalty: 5199.507324
	Iteration 88Q: 3 clusters Score -4501396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -4501386.500000 Penalty: 5199.507324
	Iteration 89Q: 3 clusters Score -4501386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -4501391.500000 Penalty: 5199.507324
	Iteration 90Q: 3 clusters Score -4501392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -4501388.000000 Penalty: 5199.507324
	Iteration 91Q: 3 clusters Score -4501388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -4501390.500000 Penalty: 5199.507324
	Iteration 92Q: 3 clusters Score -4501390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -4501389.500000 Penalty: 5199.507324
	Iteration 93Q: 3 clusters Score -4501390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -4501390.500000 Penalty: 5199.507324
	Iteration 94Q: 3 clusters Score -4501390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -4501392.000000 Penalty: 5199.507324
	Iteration 95Q: 3 clusters Score -4501392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -4501394.000000 Penalty: 5199.507324
	Iteration 96Q: 3 clusters Score -4501394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -4501394.500000 Penalty: 5199.507324
	Iteration 97Q: 3 clusters Score -4501394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -4501389.500000 Penalty: 5199.507324
	Iteration 98Q: 3 clusters Score -4501390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -4501396.500000 Penalty: 5199.507324
	Iteration 99Q: 3 clusters Score -4501396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -4501389.500000 Penalty: 5199.507324
	Iteration 100F: 3 clusters Score -4501390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -4501390.500000 Penalty: 5199.507324
	Iteration 101Q: 3 clusters Score -4501390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -4501392.500000 Penalty: 5199.507324
	Iteration 102Q: 3 clusters Score -4501392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -4501392.500000 Penalty: 5199.507324
	Iteration 103F: 3 clusters Score -4501392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40973 members 
Mstep: Class 5 contains 26422 members 
Mstep: Class 6 contains 20320 members 
Mstep: Class 7 contains 274354 members 
Mstep: Class 8 contains 40263 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6450 members 
Mstep: Class 11 contains 5859 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58297 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159595 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 15711 members 
Entering Unmasked Estep 
Score: -90837568.000000 Penalty: 76903.515625
Splitting cluster 1 changes total score from -90838112.000000 to -90837568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -328939.937500 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -328939.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -325943.562500 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -325943.6 nChanged 885
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -326598.000000 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -326598 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -326801.062500 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -326801.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -326908.375000 Penalty: 3908.503906
	Iteration 3Q: 3 clusters Score -326908.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -326989.562500 Penalty: 3908.503906
	Iteration 4Q: 3 clusters Score -326989.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -327036.687500 Penalty: 3908.503906
	Iteration 5Q: 3 clusters Score -327036.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -327065.156250 Penalty: 3908.503906
	Iteration 6Q: 3 clusters Score -327065.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -327097.125000 Penalty: 3908.503906
	Iteration 7Q: 3 clusters Score -327097.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -327128.187500 Penalty: 3908.503906
	Iteration 8Q: 3 clusters Score -327128.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -327154.812500 Penalty: 3908.503906
	Iteration 9Q: 3 clusters Score -327154.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -327175.812500 Penalty: 3908.503906
	Iteration 10Q: 3 clusters Score -327175.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -327202.906250 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -327202.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -327233.343750 Penalty: 3908.503906
	Iteration 12Q: 3 clusters Score -327233.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -327275.750000 Penalty: 3908.503906
	Iteration 13Q: 3 clusters Score -327275.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -327329.437500 Penalty: 3908.503906
	Iteration 14Q: 3 clusters Score -327329.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -327401.062500 Penalty: 3908.503906
	Iteration 15Q: 3 clusters Score -327401.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -327496.125000 Penalty: 3908.503906
	Iteration 16Q: 3 clusters Score -327496.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -327625.656250 Penalty: 3908.503906
	Iteration 17Q: 3 clusters Score -327625.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -327858.187500 Penalty: 3908.503906
	Iteration 18Q: 3 clusters Score -327858.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -328311.687500 Penalty: 3908.503906
	Iteration 19Q: 3 clusters Score -328311.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -329036.906250 Penalty: 3908.503906
	Iteration 20F: 3 clusters Score -329036.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -329413.531250 Penalty: 3908.503906
	Iteration 21Q: 3 clusters Score -329413.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -329475.218750 Penalty: 3908.503906
	Iteration 22Q: 3 clusters Score -329475.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -329497.781250 Penalty: 3908.503906
	Iteration 23Q: 3 clusters Score -329497.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -329505.218750 Penalty: 3908.503906
	Iteration 24Q: 3 clusters Score -329505.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -329511.375000 Penalty: 3908.503906
	Iteration 25Q: 3 clusters Score -329511.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -329513.343750 Penalty: 3908.503906
	Iteration 26Q: 3 clusters Score -329513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -329516.812500 Penalty: 3908.503906
	Iteration 27Q: 3 clusters Score -329516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -329518.218750 Penalty: 3908.503906
	Iteration 28Q: 3 clusters Score -329518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -329518.843750 Penalty: 3908.503906
	Iteration 29Q: 3 clusters Score -329518.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -329522.187500 Penalty: 3908.503906
	Iteration 30Q: 3 clusters Score -329522.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -329522.187500 Penalty: 3908.503906
	Iteration 31F: 3 clusters Score -329522.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 2131 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40973 members 
Mstep: Class 5 contains 26422 members 
Mstep: Class 6 contains 20320 members 
Mstep: Class 7 contains 274354 members 
Mstep: Class 8 contains 40263 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6450 members 
Mstep: Class 11 contains 5859 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58297 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159595 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 513 members 
Entering Unmasked Estep 
Score: -90837352.000000 Penalty: 76903.515625
Splitting cluster 2 changes total score from -90838112.000000 to -90837352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -70426.781250 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -70426.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -68779.000000 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -68779 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -69059.406250 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -69059.41 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69169.414062 Penalty: 3253.569092
	Iteration 2F: 3 clusters Score -69169.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -69266.531250 Penalty: 3253.569092
	Iteration 3Q: 3 clusters Score -69266.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69367.609375 Penalty: 3253.569092
	Iteration 4Q: 3 clusters Score -69367.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69447.046875 Penalty: 3253.569092
	Iteration 5Q: 3 clusters Score -69447.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -69476.953125 Penalty: 3253.569092
	Iteration 6Q: 3 clusters Score -69476.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69517.054688 Penalty: 3253.569092
	Iteration 7Q: 3 clusters Score -69517.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -69551.093750 Penalty: 3253.569092
	Iteration 8Q: 3 clusters Score -69551.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69568.578125 Penalty: 3253.569092
	Iteration 9Q: 3 clusters Score -69568.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69581.148438 Penalty: 3253.569092
	Iteration 10Q: 3 clusters Score -69581.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69590.804688 Penalty: 3253.569092
	Iteration 11Q: 3 clusters Score -69590.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69600.750000 Penalty: 3253.569092
	Iteration 12Q: 3 clusters Score -69600.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69622.101562 Penalty: 3253.569092
	Iteration 13Q: 3 clusters Score -69622.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -69644.312500 Penalty: 3253.569092
	Iteration 14Q: 3 clusters Score -69644.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69662.421875 Penalty: 3253.569092
	Iteration 15Q: 3 clusters Score -69662.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69680.382812 Penalty: 3253.569092
	Iteration 16Q: 3 clusters Score -69680.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -69684.984375 Penalty: 3253.569092
	Iteration 17Q: 3 clusters Score -69684.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -69697.929688 Penalty: 3253.569092
	Iteration 18Q: 3 clusters Score -69697.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -69703.929688 Penalty: 3253.569092
	Iteration 19Q: 3 clusters Score -69703.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -69705.804688 Penalty: 3253.569092
	Iteration 20F: 3 clusters Score -69705.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Entering Unmasked Estep 
Score: -5342741.500000 Penalty: 2633.925781
	Iteration 0F: 2 clusters Score -5342742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -5314955.500000 Penalty: 5267.851562
	Iteration 0F: 3 clusters Score -5314956 nChanged 18773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -5325579.000000 Penalty: 5267.851562
	Iteration 1F: 3 clusters Score -5325579 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -5326241.500000 Penalty: 5267.851562
	Iteration 2Q: 3 clusters Score -5326242 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -5326901.000000 Penalty: 5267.851562
	Iteration 3Q: 3 clusters Score -5326901 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -5327799.000000 Penalty: 5267.851562
	Iteration 4Q: 3 clusters Score -5327799 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -5329098.500000 Penalty: 5267.851562
	Iteration 5F: 3 clusters Score -5329098 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -5330974.500000 Penalty: 5267.851562
	Iteration 6F: 3 clusters Score -5330974 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -5333323.000000 Penalty: 5267.851562
	Iteration 7F: 3 clusters Score -5333323 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -5335528.000000 Penalty: 5267.851562
	Iteration 8F: 3 clusters Score -5335528 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -5336941.000000 Penalty: 5267.851562
	Iteration 9Q: 3 clusters Score -5336941 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -5337735.000000 Penalty: 5267.851562
	Iteration 10Q: 3 clusters Score -5337735 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -5338142.500000 Penalty: 5267.851562
	Iteration 11Q: 3 clusters Score -5338142 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -5338332.500000 Penalty: 5267.851562
	Iteration 12Q: 3 clusters Score -5338332 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -5338472.500000 Penalty: 5267.851562
	Iteration 13Q: 3 clusters Score -5338472 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -5338554.500000 Penalty: 5267.851562
	Iteration 14Q: 3 clusters Score -5338554 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -5338631.000000 Penalty: 5267.851562
	Iteration 15Q: 3 clusters Score -5338631 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -5338673.000000 Penalty: 5267.851562
	Iteration 16Q: 3 clusters Score -5338673 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -5338725.000000 Penalty: 5267.851562
	Iteration 17Q: 3 clusters Score -5338725 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -5338766.000000 Penalty: 5267.851562
	Iteration 18Q: 3 clusters Score -5338766 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -5338804.500000 Penalty: 5267.851562
	Iteration 19Q: 3 clusters Score -5338804 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -5338832.000000 Penalty: 5267.851562
	Iteration 20F: 3 clusters Score -5338832 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -5338862.500000 Penalty: 5267.851562
	Iteration 21Q: 3 clusters Score -5338862 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -5338876.000000 Penalty: 5267.851562
	Iteration 22Q: 3 clusters Score -5338876 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -5338902.500000 Penalty: 5267.851562
	Iteration 23Q: 3 clusters Score -5338902 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -5338933.000000 Penalty: 5267.851562
	Iteration 24Q: 3 clusters Score -5338933 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -5338970.000000 Penalty: 5267.851562
	Iteration 25Q: 3 clusters Score -5338970 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -5338993.500000 Penalty: 5267.851562
	Iteration 26Q: 3 clusters Score -5338994 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -5339018.500000 Penalty: 5267.851562
	Iteration 27Q: 3 clusters Score -5339018 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -5339065.000000 Penalty: 5267.851562
	Iteration 28Q: 3 clusters Score -5339065 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -5339099.000000 Penalty: 5267.851562
	Iteration 29Q: 3 clusters Score -5339099 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -5339122.000000 Penalty: 5267.851562
	Iteration 30Q: 3 clusters Score -5339122 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -5339163.500000 Penalty: 5267.851562
	Iteration 31Q: 3 clusters Score -5339164 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -5339213.500000 Penalty: 5267.851562
	Iteration 32Q: 3 clusters Score -5339214 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -5339233.500000 Penalty: 5267.851562
	Iteration 33Q: 3 clusters Score -5339234 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -5339247.500000 Penalty: 5267.851562
	Iteration 34Q: 3 clusters Score -5339248 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -5339291.000000 Penalty: 5267.851562
	Iteration 35Q: 3 clusters Score -5339291 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -5339353.000000 Penalty: 5267.851562
	Iteration 36Q: 3 clusters Score -5339353 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -5339422.500000 Penalty: 5267.851562
	Iteration 37Q: 3 clusters Score -5339422 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -5339472.500000 Penalty: 5267.851562
	Iteration 38Q: 3 clusters Score -5339472 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -5339539.000000 Penalty: 5267.851562
	Iteration 39Q: 3 clusters Score -5339539 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -5339605.000000 Penalty: 5267.851562
	Iteration 40F: 3 clusters Score -5339605 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -5339633.000000 Penalty: 5267.851562
	Iteration 41Q: 3 clusters Score -5339633 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -5339687.500000 Penalty: 5267.851562
	Iteration 42Q: 3 clusters Score -5339688 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -5339758.500000 Penalty: 5267.851562
	Iteration 43Q: 3 clusters Score -5339758 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -5339808.000000 Penalty: 5267.851562
	Iteration 44Q: 3 clusters Score -5339808 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -5339858.500000 Penalty: 5267.851562
	Iteration 45Q: 3 clusters Score -5339858 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -5339916.500000 Penalty: 5267.851562
	Iteration 46Q: 3 clusters Score -5339916 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5339957.500000 Penalty: 5267.851562
	Iteration 47Q: 3 clusters Score -5339958 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5340016.500000 Penalty: 5267.851562
	Iteration 48Q: 3 clusters Score -5340016 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -5340050.000000 Penalty: 5267.851562
	Iteration 49Q: 3 clusters Score -5340050 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -5340071.000000 Penalty: 5267.851562
	Iteration 50Q: 3 clusters Score -5340071 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -5340117.000000 Penalty: 5267.851562
	Iteration 51Q: 3 clusters Score -5340117 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5340140.000000 Penalty: 5267.851562
	Iteration 52Q: 3 clusters Score -5340140 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -5340169.000000 Penalty: 5267.851562
	Iteration 53Q: 3 clusters Score -5340169 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -5340195.000000 Penalty: 5267.851562
	Iteration 54Q: 3 clusters Score -5340195 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5340205.500000 Penalty: 5267.851562
	Iteration 55Q: 3 clusters Score -5340206 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5340231.000000 Penalty: 5267.851562
	Iteration 56Q: 3 clusters Score -5340231 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5340256.000000 Penalty: 5267.851562
	Iteration 57Q: 3 clusters Score -5340256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -5340263.000000 Penalty: 5267.851562
	Iteration 58Q: 3 clusters Score -5340263 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5340286.500000 Penalty: 5267.851562
	Iteration 59Q: 3 clusters Score -5340286 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5340304.000000 Penalty: 5267.851562
	Iteration 60F: 3 clusters Score -5340304 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5340341.000000 Penalty: 5267.851562
	Iteration 61Q: 3 clusters Score -5340341 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -5340347.000000 Penalty: 5267.851562
	Iteration 62Q: 3 clusters Score -5340347 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5340358.000000 Penalty: 5267.851562
	Iteration 63Q: 3 clusters Score -5340358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5340382.000000 Penalty: 5267.851562
	Iteration 64Q: 3 clusters Score -5340382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5340400.500000 Penalty: 5267.851562
	Iteration 65Q: 3 clusters Score -5340400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5340409.000000 Penalty: 5267.851562
	Iteration 66Q: 3 clusters Score -5340409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5340411.000000 Penalty: 5267.851562
	Iteration 67Q: 3 clusters Score -5340411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5340421.000000 Penalty: 5267.851562
	Iteration 68Q: 3 clusters Score -5340421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5340438.500000 Penalty: 5267.851562
	Iteration 69Q: 3 clusters Score -5340438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5340431.000000 Penalty: 5267.851562
	Iteration 70Q: 3 clusters Score -5340431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5340445.000000 Penalty: 5267.851562
	Iteration 71Q: 3 clusters Score -5340445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5340451.000000 Penalty: 5267.851562
	Iteration 72Q: 3 clusters Score -5340451 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5340451.000000 Penalty: 5267.851562
	Iteration 73Q: 3 clusters Score -5340451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5340457.000000 Penalty: 5267.851562
	Iteration 74Q: 3 clusters Score -5340457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5340461.500000 Penalty: 5267.851562
	Iteration 75Q: 3 clusters Score -5340462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5340476.500000 Penalty: 5267.851562
	Iteration 76Q: 3 clusters Score -5340476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5340476.500000 Penalty: 5267.851562
	Iteration 77Q: 3 clusters Score -5340476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5340467.500000 Penalty: 5267.851562
	Iteration 78Q: 3 clusters Score -5340468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5340483.500000 Penalty: 5267.851562
	Iteration 79Q: 3 clusters Score -5340484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5340487.000000 Penalty: 5267.851562
	Iteration 80F: 3 clusters Score -5340487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5340494.500000 Penalty: 5267.851562
	Iteration 81Q: 3 clusters Score -5340494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5340491.500000 Penalty: 5267.851562
	Iteration 82Q: 3 clusters Score -5340492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5340492.500000 Penalty: 5267.851562
	Iteration 83Q: 3 clusters Score -5340492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5340494.500000 Penalty: 5267.851562
	Iteration 84Q: 3 clusters Score -5340494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5340489.000000 Penalty: 5267.851562
	Iteration 85Q: 3 clusters Score -5340489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5340492.000000 Penalty: 5267.851562
	Iteration 86Q: 3 clusters Score -5340492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5340506.500000 Penalty: 5267.851562
	Iteration 87Q: 3 clusters Score -5340506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5340504.000000 Penalty: 5267.851562
	Iteration 88Q: 3 clusters Score -5340504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5340505.000000 Penalty: 5267.851562
	Iteration 89Q: 3 clusters Score -5340505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5340509.500000 Penalty: 5267.851562
	Iteration 90Q: 3 clusters Score -5340510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5340514.000000 Penalty: 5267.851562
	Iteration 91Q: 3 clusters Score -5340514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5340518.500000 Penalty: 5267.851562
	Iteration 92Q: 3 clusters Score -5340518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5340519.000000 Penalty: 5267.851562
	Iteration 93Q: 3 clusters Score -5340519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5340520.500000 Penalty: 5267.851562
	Iteration 94Q: 3 clusters Score -5340520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5340521.500000 Penalty: 5267.851562
	Iteration 95Q: 3 clusters Score -5340522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5340523.000000 Penalty: 5267.851562
	Iteration 96Q: 3 clusters Score -5340523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5340523.500000 Penalty: 5267.851562
	Iteration 97Q: 3 clusters Score -5340524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5340523.000000 Penalty: 5267.851562
	Iteration 98Q: 3 clusters Score -5340523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5340523.500000 Penalty: 5267.851562
	Iteration 99Q: 3 clusters Score -5340524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5340521.000000 Penalty: 5267.851562
	Iteration 100F: 3 clusters Score -5340521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5340520.500000 Penalty: 5267.851562
	Iteration 101Q: 3 clusters Score -5340520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5340516.500000 Penalty: 5267.851562
	Iteration 102Q: 3 clusters Score -5340516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5340522.500000 Penalty: 5267.851562
	Iteration 103Q: 3 clusters Score -5340522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5340521.500000 Penalty: 5267.851562
	Iteration 104Q: 3 clusters Score -5340522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5340521.500000 Penalty: 5267.851562
	Iteration 105F: 3 clusters Score -5340522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Entering Unmasked Estep 
Score: -3189417.750000 Penalty: 2525.124268
	Iteration 0F: 2 clusters Score -3189418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3171289.750000 Penalty: 5050.248535
	Iteration 0F: 3 clusters Score -3171290 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -3177675.000000 Penalty: 5050.248535
	Iteration 1F: 3 clusters Score -3177675 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -3178229.000000 Penalty: 5050.248535
	Iteration 2F: 3 clusters Score -3178229 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3178831.500000 Penalty: 5050.248535
	Iteration 3Q: 3 clusters Score -3178832 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3179460.000000 Penalty: 5050.248535
	Iteration 4Q: 3 clusters Score -3179460 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -3180251.000000 Penalty: 5050.248535
	Iteration 5F: 3 clusters Score -3180251 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -3181244.000000 Penalty: 5050.248535
	Iteration 6F: 3 clusters Score -3181244 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -3182414.500000 Penalty: 5050.248535
	Iteration 7F: 3 clusters Score -3182414 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -3183662.500000 Penalty: 5050.248535
	Iteration 8F: 3 clusters Score -3183662 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -3184795.000000 Penalty: 5050.248535
	Iteration 9F: 3 clusters Score -3184795 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -3185704.500000 Penalty: 5050.248535
	Iteration 10Q: 3 clusters Score -3185704 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -3186361.250000 Penalty: 5050.248535
	Iteration 11Q: 3 clusters Score -3186361 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -3186816.250000 Penalty: 5050.248535
	Iteration 12Q: 3 clusters Score -3186816 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3187203.000000 Penalty: 5050.248535
	Iteration 13Q: 3 clusters Score -3187203 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3187556.750000 Penalty: 5050.248535
	Iteration 14Q: 3 clusters Score -3187557 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3187777.750000 Penalty: 5050.248535
	Iteration 15Q: 3 clusters Score -3187778 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -3187901.000000 Penalty: 5050.248535
	Iteration 16Q: 3 clusters Score -3187901 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3187977.500000 Penalty: 5050.248535
	Iteration 17Q: 3 clusters Score -3187978 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3188057.000000 Penalty: 5050.248535
	Iteration 18Q: 3 clusters Score -3188057 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3188109.750000 Penalty: 5050.248535
	Iteration 19Q: 3 clusters Score -3188110 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3188135.000000 Penalty: 5050.248535
	Iteration 20F: 3 clusters Score -3188135 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3188148.500000 Penalty: 5050.248535
	Iteration 21Q: 3 clusters Score -3188148 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3188156.750000 Penalty: 5050.248535
	Iteration 22Q: 3 clusters Score -3188157 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3188177.500000 Penalty: 5050.248535
	Iteration 23Q: 3 clusters Score -3188178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3188188.000000 Penalty: 5050.248535
	Iteration 24Q: 3 clusters Score -3188188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3188189.500000 Penalty: 5050.248535
	Iteration 25Q: 3 clusters Score -3188190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3188191.750000 Penalty: 5050.248535
	Iteration 26Q: 3 clusters Score -3188192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3188202.750000 Penalty: 5050.248535
	Iteration 27Q: 3 clusters Score -3188203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3188210.500000 Penalty: 5050.248535
	Iteration 28Q: 3 clusters Score -3188210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3188211.000000 Penalty: 5050.248535
	Iteration 29Q: 3 clusters Score -3188211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3188213.250000 Penalty: 5050.248535
	Iteration 30Q: 3 clusters Score -3188213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3188215.750000 Penalty: 5050.248535
	Iteration 31Q: 3 clusters Score -3188216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3188215.500000 Penalty: 5050.248535
	Iteration 32Q: 3 clusters Score -3188216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3188219.250000 Penalty: 5050.248535
	Iteration 33Q: 3 clusters Score -3188219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3188220.500000 Penalty: 5050.248535
	Iteration 34Q: 3 clusters Score -3188220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3188218.000000 Penalty: 5050.248535
	Iteration 35Q: 3 clusters Score -3188218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3188220.000000 Penalty: 5050.248535
	Iteration 36Q: 3 clusters Score -3188220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3188218.750000 Penalty: 5050.248535
	Iteration 37Q: 3 clusters Score -3188219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3188218.250000 Penalty: 5050.248535
	Iteration 38Q: 3 clusters Score -3188218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3188218.750000 Penalty: 5050.248535
	Iteration 39Q: 3 clusters Score -3188219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3188220.250000 Penalty: 5050.248535
	Iteration 40F: 3 clusters Score -3188220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3188218.250000 Penalty: 5050.248535
	Iteration 41Q: 3 clusters Score -3188218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3188219.250000 Penalty: 5050.248535
	Iteration 42Q: 3 clusters Score -3188219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3188219.250000 Penalty: 5050.248535
	Iteration 43Q: 3 clusters Score -3188219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3188220.250000 Penalty: 5050.248535
	Iteration 44Q: 3 clusters Score -3188220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3188221.500000 Penalty: 5050.248535
	Iteration 45Q: 3 clusters Score -3188222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3188217.000000 Penalty: 5050.248535
	Iteration 46Q: 3 clusters Score -3188217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3188222.000000 Penalty: 5050.248535
	Iteration 47Q: 3 clusters Score -3188222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3188223.250000 Penalty: 5050.248535
	Iteration 48Q: 3 clusters Score -3188223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3188224.250000 Penalty: 5050.248535
	Iteration 49Q: 3 clusters Score -3188224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3188224.000000 Penalty: 5050.248535
	Iteration 50Q: 3 clusters Score -3188224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3188226.250000 Penalty: 5050.248535
	Iteration 51Q: 3 clusters Score -3188226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3188225.000000 Penalty: 5050.248535
	Iteration 52Q: 3 clusters Score -3188225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3188225.000000 Penalty: 5050.248535
	Iteration 53F: 3 clusters Score -3188225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Entering Unmasked Estep 
Score: -2689422.250000 Penalty: 2460.001465
	Iteration 0F: 2 clusters Score -2689422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2675130.750000 Penalty: 4920.002930
	Iteration 0F: 3 clusters Score -2675131 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2679932.500000 Penalty: 4920.002930
	Iteration 1F: 3 clusters Score -2679932 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2680264.250000 Penalty: 4920.002930
	Iteration 2Q: 3 clusters Score -2680264 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2680569.750000 Penalty: 4920.002930
	Iteration 3Q: 3 clusters Score -2680570 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2680833.000000 Penalty: 4920.002930
	Iteration 4Q: 3 clusters Score -2680833 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2681186.000000 Penalty: 4920.002930
	Iteration 5Q: 3 clusters Score -2681186 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2681634.750000 Penalty: 4920.002930
	Iteration 6Q: 3 clusters Score -2681635 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2682231.000000 Penalty: 4920.002930
	Iteration 7Q: 3 clusters Score -2682231 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2683007.250000 Penalty: 4920.002930
	Iteration 8F: 3 clusters Score -2683007 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2683963.250000 Penalty: 4920.002930
	Iteration 9F: 3 clusters Score -2683963 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2684978.750000 Penalty: 4920.002930
	Iteration 10F: 3 clusters Score -2684979 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2685755.000000 Penalty: 4920.002930
	Iteration 11Q: 3 clusters Score -2685755 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2686331.000000 Penalty: 4920.002930
	Iteration 12Q: 3 clusters Score -2686331 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2686670.750000 Penalty: 4920.002930
	Iteration 13Q: 3 clusters Score -2686671 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2686900.500000 Penalty: 4920.002930
	Iteration 14Q: 3 clusters Score -2686900 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2687058.750000 Penalty: 4920.002930
	Iteration 15Q: 3 clusters Score -2687059 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2687169.250000 Penalty: 4920.002930
	Iteration 16Q: 3 clusters Score -2687169 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2687247.750000 Penalty: 4920.002930
	Iteration 17Q: 3 clusters Score -2687248 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2687292.250000 Penalty: 4920.002930
	Iteration 18Q: 3 clusters Score -2687292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2687318.500000 Penalty: 4920.002930
	Iteration 19Q: 3 clusters Score -2687318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2687338.500000 Penalty: 4920.002930
	Iteration 20F: 3 clusters Score -2687338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2687343.750000 Penalty: 4920.002930
	Iteration 21Q: 3 clusters Score -2687344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2687356.000000 Penalty: 4920.002930
	Iteration 22Q: 3 clusters Score -2687356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2687366.250000 Penalty: 4920.002930
	Iteration 23Q: 3 clusters Score -2687366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2687373.500000 Penalty: 4920.002930
	Iteration 24Q: 3 clusters Score -2687374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2687376.000000 Penalty: 4920.002930
	Iteration 25Q: 3 clusters Score -2687376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2687378.250000 Penalty: 4920.002930
	Iteration 26Q: 3 clusters Score -2687378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2687381.750000 Penalty: 4920.002930
	Iteration 27Q: 3 clusters Score -2687382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2687387.000000 Penalty: 4920.002930
	Iteration 28Q: 3 clusters Score -2687387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2687387.750000 Penalty: 4920.002930
	Iteration 29Q: 3 clusters Score -2687388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2687394.500000 Penalty: 4920.002930
	Iteration 30Q: 3 clusters Score -2687394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2687393.750000 Penalty: 4920.002930
	Iteration 31Q: 3 clusters Score -2687394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2687393.750000 Penalty: 4920.002930
	Iteration 32F: 3 clusters Score -2687394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (274354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274354 members 
Entering Unmasked Estep 
Score: -35686928.000000 Penalty: 3105.499268
	Iteration 0F: 2 clusters Score -3.568693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137303 members 
Mstep: Class 2 contains 137051 members 
Entering Unmasked Estep 
Score: -35516352.000000 Penalty: 6210.998535
	Iteration 0F: 3 clusters Score -3.551635e+07 nChanged 132905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140786 members 
Mstep: Class 2 contains 133568 members 
Entering Unmasked Estep 
Score: -35595716.000000 Penalty: 6210.998535
	Iteration 1F: 3 clusters Score -3.559572e+07 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142912 members 
Mstep: Class 2 contains 131442 members 
Entering Unmasked Estep 
Score: -35597596.000000 Penalty: 6210.998535
	Iteration 2Q: 3 clusters Score -3.55976e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146087 members 
Mstep: Class 2 contains 128267 members 
Entering Unmasked Estep 
Score: -35599536.000000 Penalty: 6210.998535
	Iteration 3Q: 3 clusters Score -3.559954e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150908 members 
Mstep: Class 2 contains 123446 members 
Entering Unmasked Estep 
Score: -35602588.000000 Penalty: 6210.998535
	Iteration 4Q: 3 clusters Score -3.560259e+07 nChanged 10773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157961 members 
Mstep: Class 2 contains 116393 members 
Entering Unmasked Estep 
Score: -35607052.000000 Penalty: 6210.998535
	Iteration 5Q: 3 clusters Score -3.560705e+07 nChanged 13048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167797 members 
Mstep: Class 2 contains 106557 members 
Entering Unmasked Estep 
Score: -35614572.000000 Penalty: 6210.998535
	Iteration 6Q: 3 clusters Score -3.561457e+07 nChanged 15512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180201 members 
Mstep: Class 2 contains 94153 members 
Entering Unmasked Estep 
Score: -35625020.000000 Penalty: 6210.998535
	Iteration 7F: 3 clusters Score -3.562502e+07 nChanged 16803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193518 members 
Mstep: Class 2 contains 80836 members 
Entering Unmasked Estep 
Score: -35637212.000000 Penalty: 6210.998535
	Iteration 8F: 3 clusters Score -3.563721e+07 nChanged 15767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204561 members 
Mstep: Class 2 contains 69793 members 
Entering Unmasked Estep 
Score: -35648420.000000 Penalty: 6210.998535
	Iteration 9F: 3 clusters Score -3.564842e+07 nChanged 13193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212092 members 
Mstep: Class 2 contains 62262 members 
Entering Unmasked Estep 
Score: -35655720.000000 Penalty: 6210.998535
	Iteration 10Q: 3 clusters Score -3.565572e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217138 members 
Mstep: Class 2 contains 57216 members 
Entering Unmasked Estep 
Score: -35659084.000000 Penalty: 6210.998535
	Iteration 11Q: 3 clusters Score -3.565908e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220921 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -35660580.000000 Penalty: 6210.998535
	Iteration 12Q: 3 clusters Score -3.566058e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224101 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -35661536.000000 Penalty: 6210.998535
	Iteration 13Q: 3 clusters Score -3.566154e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226897 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -35661992.000000 Penalty: 6210.998535
	Iteration 14Q: 3 clusters Score -3.566199e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229504 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -35662708.000000 Penalty: 6210.998535
	Iteration 15Q: 3 clusters Score -3.566271e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231866 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -35663340.000000 Penalty: 6210.998535
	Iteration 16Q: 3 clusters Score -3.566334e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234092 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -35664008.000000 Penalty: 6210.998535
	Iteration 17Q: 3 clusters Score -3.566401e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236276 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -35664444.000000 Penalty: 6210.998535
	Iteration 18Q: 3 clusters Score -3.566444e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238387 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -35664908.000000 Penalty: 6210.998535
	Iteration 19Q: 3 clusters Score -3.566491e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240420 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -35665420.000000 Penalty: 6210.998535
	Iteration 20F: 3 clusters Score -3.566542e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242407 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -35666164.000000 Penalty: 6210.998535
	Iteration 21Q: 3 clusters Score -3.566616e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244396 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -35666768.000000 Penalty: 6210.998535
	Iteration 22Q: 3 clusters Score -3.566677e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246381 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -35667396.000000 Penalty: 6210.998535
	Iteration 23Q: 3 clusters Score -3.56674e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248269 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -35668196.000000 Penalty: 6210.998535
	Iteration 24Q: 3 clusters Score -3.56682e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250163 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -35668992.000000 Penalty: 6210.998535
	Iteration 25Q: 3 clusters Score -3.566899e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251932 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -35670040.000000 Penalty: 6210.998535
	Iteration 26Q: 3 clusters Score -3.567004e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253642 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -35670852.000000 Penalty: 6210.998535
	Iteration 27Q: 3 clusters Score -3.567085e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255259 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -35671604.000000 Penalty: 6210.998535
	Iteration 28Q: 3 clusters Score -3.56716e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256868 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -35672368.000000 Penalty: 6210.998535
	Iteration 29Q: 3 clusters Score -3.567237e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258441 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -35673356.000000 Penalty: 6210.998535
	Iteration 30Q: 3 clusters Score -3.567336e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259941 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -35674352.000000 Penalty: 6210.998535
	Iteration 31Q: 3 clusters Score -3.567435e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261352 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -35675232.000000 Penalty: 6210.998535
	Iteration 32Q: 3 clusters Score -3.567523e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262654 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -35675972.000000 Penalty: 6210.998535
	Iteration 33Q: 3 clusters Score -3.567597e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263898 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -35676800.000000 Penalty: 6210.998535
	Iteration 34Q: 3 clusters Score -3.56768e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265078 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -35677672.000000 Penalty: 6210.998535
	Iteration 35Q: 3 clusters Score -3.567767e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266109 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -35678328.000000 Penalty: 6210.998535
	Iteration 36Q: 3 clusters Score -3.567833e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267020 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -35679040.000000 Penalty: 6210.998535
	Iteration 37Q: 3 clusters Score -3.567904e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267845 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -35679756.000000 Penalty: 6210.998535
	Iteration 38Q: 3 clusters Score -3.567976e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268569 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -35680276.000000 Penalty: 6210.998535
	Iteration 39Q: 3 clusters Score -3.568028e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269224 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -35680668.000000 Penalty: 6210.998535
	Iteration 40F: 3 clusters Score -3.568067e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269815 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -35681044.000000 Penalty: 6210.998535
	Iteration 41Q: 3 clusters Score -3.568104e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270343 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -35681504.000000 Penalty: 6210.998535
	Iteration 42Q: 3 clusters Score -3.56815e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270788 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -35681828.000000 Penalty: 6210.998535
	Iteration 43Q: 3 clusters Score -3.568183e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271187 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -35682176.000000 Penalty: 6210.998535
	Iteration 44Q: 3 clusters Score -3.568218e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271518 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -35682408.000000 Penalty: 6210.998535
	Iteration 45Q: 3 clusters Score -3.568241e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271777 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -35682692.000000 Penalty: 6210.998535
	Iteration 46Q: 3 clusters Score -3.568269e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271990 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -35682852.000000 Penalty: 6210.998535
	Iteration 47Q: 3 clusters Score -3.568285e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272156 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -35683020.000000 Penalty: 6210.998535
	Iteration 48Q: 3 clusters Score -3.568302e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272284 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -35683076.000000 Penalty: 6210.998535
	Iteration 49Q: 3 clusters Score -3.568308e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272392 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -35683136.000000 Penalty: 6210.998535
	Iteration 50Q: 3 clusters Score -3.568314e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272475 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -35683196.000000 Penalty: 6210.998535
	Iteration 51Q: 3 clusters Score -3.56832e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272552 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -35683304.000000 Penalty: 6210.998535
	Iteration 52Q: 3 clusters Score -3.56833e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272617 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -35683388.000000 Penalty: 6210.998535
	Iteration 53Q: 3 clusters Score -3.568339e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272678 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -35683412.000000 Penalty: 6210.998535
	Iteration 54Q: 3 clusters Score -3.568341e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272741 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -35683436.000000 Penalty: 6210.998535
	Iteration 55Q: 3 clusters Score -3.568344e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272802 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -35683524.000000 Penalty: 6210.998535
	Iteration 56Q: 3 clusters Score -3.568352e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272857 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -35683588.000000 Penalty: 6210.998535
	Iteration 57Q: 3 clusters Score -3.568359e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272904 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -35683596.000000 Penalty: 6210.998535
	Iteration 58Q: 3 clusters Score -3.56836e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272943 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -35683612.000000 Penalty: 6210.998535
	Iteration 59Q: 3 clusters Score -3.568361e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272971 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -35683596.000000 Penalty: 6210.998535
	Iteration 60F: 3 clusters Score -3.56836e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272993 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -35683612.000000 Penalty: 6210.998535
	Iteration 61Q: 3 clusters Score -3.568361e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273007 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -35683632.000000 Penalty: 6210.998535
	Iteration 62Q: 3 clusters Score -3.568363e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273025 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -35683628.000000 Penalty: 6210.998535
	Iteration 63Q: 3 clusters Score -3.568363e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273035 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -35683648.000000 Penalty: 6210.998535
	Iteration 64Q: 3 clusters Score -3.568365e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273048 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -35683664.000000 Penalty: 6210.998535
	Iteration 65Q: 3 clusters Score -3.568366e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273063 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -35683660.000000 Penalty: 6210.998535
	Iteration 66Q: 3 clusters Score -3.568366e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273078 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -35683692.000000 Penalty: 6210.998535
	Iteration 67Q: 3 clusters Score -3.568369e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273091 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -35683688.000000 Penalty: 6210.998535
	Iteration 68Q: 3 clusters Score -3.568369e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273103 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -35683744.000000 Penalty: 6210.998535
	Iteration 69Q: 3 clusters Score -3.568374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273114 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -35683740.000000 Penalty: 6210.998535
	Iteration 70Q: 3 clusters Score -3.568374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273124 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -35683776.000000 Penalty: 6210.998535
	Iteration 71Q: 3 clusters Score -3.568378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273130 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -35683800.000000 Penalty: 6210.998535
	Iteration 72Q: 3 clusters Score -3.56838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273129 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -35683784.000000 Penalty: 6210.998535
	Iteration 73Q: 3 clusters Score -3.568378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273131 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -35683772.000000 Penalty: 6210.998535
	Iteration 74Q: 3 clusters Score -3.568377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273136 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -35683804.000000 Penalty: 6210.998535
	Iteration 75Q: 3 clusters Score -3.56838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273140 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -35683820.000000 Penalty: 6210.998535
	Iteration 76Q: 3 clusters Score -3.568382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273142 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -35683836.000000 Penalty: 6210.998535
	Iteration 77Q: 3 clusters Score -3.568384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273145 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -35683836.000000 Penalty: 6210.998535
	Iteration 78Q: 3 clusters Score -3.568384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273148 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -35683812.000000 Penalty: 6210.998535
	Iteration 79Q: 3 clusters Score -3.568381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273150 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -35683836.000000 Penalty: 6210.998535
	Iteration 80F: 3 clusters Score -3.568384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273151 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -35683844.000000 Penalty: 6210.998535
	Iteration 81Q: 3 clusters Score -3.568384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273151 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -35683832.000000 Penalty: 6210.998535
	Iteration 82Q: 3 clusters Score -3.568383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273152 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -35683844.000000 Penalty: 6210.998535
	Iteration 83Q: 3 clusters Score -3.568384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273152 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -35683844.000000 Penalty: 6210.998535
	Iteration 84F: 3 clusters Score -3.568384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Entering Unmasked Estep 
Score: -5150562.000000 Penalty: 2629.590820
	Iteration 0F: 2 clusters Score -5150562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -5123340.500000 Penalty: 5259.181641
	Iteration 0F: 3 clusters Score -5123340 nChanged 18417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -5133439.000000 Penalty: 5259.181641
	Iteration 1F: 3 clusters Score -5133439 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -5134236.500000 Penalty: 5259.181641
	Iteration 2Q: 3 clusters Score -5134236 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -5135098.500000 Penalty: 5259.181641
	Iteration 3F: 3 clusters Score -5135098 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -5136277.500000 Penalty: 5259.181641
	Iteration 4F: 3 clusters Score -5136278 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -5137707.500000 Penalty: 5259.181641
	Iteration 5F: 3 clusters Score -5137708 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -5139318.000000 Penalty: 5259.181641
	Iteration 6F: 3 clusters Score -5139318 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -5141007.500000 Penalty: 5259.181641
	Iteration 7F: 3 clusters Score -5141008 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -5142404.000000 Penalty: 5259.181641
	Iteration 8F: 3 clusters Score -5142404 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -5143774.500000 Penalty: 5259.181641
	Iteration 9Q: 3 clusters Score -5143774 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -5145052.000000 Penalty: 5259.181641
	Iteration 10Q: 3 clusters Score -5145052 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -5145971.500000 Penalty: 5259.181641
	Iteration 11Q: 3 clusters Score -5145972 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -5146624.500000 Penalty: 5259.181641
	Iteration 12Q: 3 clusters Score -5146624 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -5147108.500000 Penalty: 5259.181641
	Iteration 13Q: 3 clusters Score -5147108 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -5147476.500000 Penalty: 5259.181641
	Iteration 14Q: 3 clusters Score -5147476 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -5147766.500000 Penalty: 5259.181641
	Iteration 15Q: 3 clusters Score -5147766 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -5147986.000000 Penalty: 5259.181641
	Iteration 16Q: 3 clusters Score -5147986 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -5148163.000000 Penalty: 5259.181641
	Iteration 17Q: 3 clusters Score -5148163 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -5148286.500000 Penalty: 5259.181641
	Iteration 18Q: 3 clusters Score -5148286 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -5148378.500000 Penalty: 5259.181641
	Iteration 19Q: 3 clusters Score -5148378 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5148431.000000 Penalty: 5259.181641
	Iteration 20F: 3 clusters Score -5148431 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -5148471.500000 Penalty: 5259.181641
	Iteration 21Q: 3 clusters Score -5148472 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -5148528.500000 Penalty: 5259.181641
	Iteration 22Q: 3 clusters Score -5148528 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5148557.000000 Penalty: 5259.181641
	Iteration 23Q: 3 clusters Score -5148557 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5148588.500000 Penalty: 5259.181641
	Iteration 24Q: 3 clusters Score -5148588 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5148609.000000 Penalty: 5259.181641
	Iteration 25Q: 3 clusters Score -5148609 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5148624.500000 Penalty: 5259.181641
	Iteration 26Q: 3 clusters Score -5148624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -5148633.000000 Penalty: 5259.181641
	Iteration 27Q: 3 clusters Score -5148633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5148645.000000 Penalty: 5259.181641
	Iteration 28Q: 3 clusters Score -5148645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5148656.500000 Penalty: 5259.181641
	Iteration 29Q: 3 clusters Score -5148656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5148662.000000 Penalty: 5259.181641
	Iteration 30Q: 3 clusters Score -5148662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5148661.500000 Penalty: 5259.181641
	Iteration 31Q: 3 clusters Score -5148662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5148672.500000 Penalty: 5259.181641
	Iteration 32Q: 3 clusters Score -5148672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5148681.000000 Penalty: 5259.181641
	Iteration 33Q: 3 clusters Score -5148681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5148692.000000 Penalty: 5259.181641
	Iteration 34Q: 3 clusters Score -5148692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5148703.000000 Penalty: 5259.181641
	Iteration 35Q: 3 clusters Score -5148703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5148700.000000 Penalty: 5259.181641
	Iteration 36Q: 3 clusters Score -5148700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5148703.500000 Penalty: 5259.181641
	Iteration 37Q: 3 clusters Score -5148704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5148710.000000 Penalty: 5259.181641
	Iteration 38Q: 3 clusters Score -5148710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5148722.500000 Penalty: 5259.181641
	Iteration 39Q: 3 clusters Score -5148722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5148727.500000 Penalty: 5259.181641
	Iteration 40F: 3 clusters Score -5148728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5148736.000000 Penalty: 5259.181641
	Iteration 41Q: 3 clusters Score -5148736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -5148747.500000 Penalty: 5259.181641
	Iteration 42Q: 3 clusters Score -5148748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5148747.000000 Penalty: 5259.181641
	Iteration 43Q: 3 clusters Score -5148747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5148747.500000 Penalty: 5259.181641
	Iteration 44Q: 3 clusters Score -5148748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5148753.500000 Penalty: 5259.181641
	Iteration 45Q: 3 clusters Score -5148754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5148752.500000 Penalty: 5259.181641
	Iteration 46Q: 3 clusters Score -5148752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5148752.000000 Penalty: 5259.181641
	Iteration 47Q: 3 clusters Score -5148752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5148753.000000 Penalty: 5259.181641
	Iteration 48Q: 3 clusters Score -5148753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5148755.000000 Penalty: 5259.181641
	Iteration 49Q: 3 clusters Score -5148755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5148752.000000 Penalty: 5259.181641
	Iteration 50Q: 3 clusters Score -5148752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5148755.000000 Penalty: 5259.181641
	Iteration 51Q: 3 clusters Score -5148755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5148753.000000 Penalty: 5259.181641
	Iteration 52Q: 3 clusters Score -5148753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5148755.500000 Penalty: 5259.181641
	Iteration 53Q: 3 clusters Score -5148756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5148757.000000 Penalty: 5259.181641
	Iteration 54Q: 3 clusters Score -5148757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5148758.500000 Penalty: 5259.181641
	Iteration 55Q: 3 clusters Score -5148758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5148757.000000 Penalty: 5259.181641
	Iteration 56Q: 3 clusters Score -5148757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5148763.000000 Penalty: 5259.181641
	Iteration 57Q: 3 clusters Score -5148763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5148759.500000 Penalty: 5259.181641
	Iteration 58Q: 3 clusters Score -5148760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5148764.500000 Penalty: 5259.181641
	Iteration 59Q: 3 clusters Score -5148764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5148772.500000 Penalty: 5259.181641
	Iteration 60F: 3 clusters Score -5148772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5148767.000000 Penalty: 5259.181641
	Iteration 61Q: 3 clusters Score -5148767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5148771.000000 Penalty: 5259.181641
	Iteration 62Q: 3 clusters Score -5148771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5148772.500000 Penalty: 5259.181641
	Iteration 63Q: 3 clusters Score -5148772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5148776.500000 Penalty: 5259.181641
	Iteration 64Q: 3 clusters Score -5148776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5148783.500000 Penalty: 5259.181641
	Iteration 65Q: 3 clusters Score -5148784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5148783.000000 Penalty: 5259.181641
	Iteration 66Q: 3 clusters Score -5148783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5148782.000000 Penalty: 5259.181641
	Iteration 67Q: 3 clusters Score -5148782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5148785.000000 Penalty: 5259.181641
	Iteration 68Q: 3 clusters Score -5148785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5148788.000000 Penalty: 5259.181641
	Iteration 69Q: 3 clusters Score -5148788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5148788.000000 Penalty: 5259.181641
	Iteration 70F: 3 clusters Score -5148788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Entering Unmasked Estep 
Score: -156231.515625 Penalty: 1787.732910
	Iteration 0F: 2 clusters Score -156231.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -154088.812500 Penalty: 3575.465820
	Iteration 0F: 3 clusters Score -154088.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -154628.296875 Penalty: 3575.465820
	Iteration 1F: 3 clusters Score -154628.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -155097.312500 Penalty: 3575.465820
	Iteration 2F: 3 clusters Score -155097.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -155435.953125 Penalty: 3575.465820
	Iteration 3F: 3 clusters Score -155436 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -155615.234375 Penalty: 3575.465820
	Iteration 4F: 3 clusters Score -155615.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -155711.281250 Penalty: 3575.465820
	Iteration 5Q: 3 clusters Score -155711.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -155764.687500 Penalty: 3575.465820
	Iteration 6Q: 3 clusters Score -155764.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -155784.671875 Penalty: 3575.465820
	Iteration 7Q: 3 clusters Score -155784.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -155791.671875 Penalty: 3575.465820
	Iteration 8Q: 3 clusters Score -155791.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -155796.062500 Penalty: 3575.465820
	Iteration 9Q: 3 clusters Score -155796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -155797.609375 Penalty: 3575.465820
	Iteration 10Q: 3 clusters Score -155797.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -155799.453125 Penalty: 3575.465820
	Iteration 11Q: 3 clusters Score -155799.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -155801.953125 Penalty: 3575.465820
	Iteration 12Q: 3 clusters Score -155802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -155807.781250 Penalty: 3575.465820
	Iteration 13Q: 3 clusters Score -155807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -155808.578125 Penalty: 3575.465820
	Iteration 14Q: 3 clusters Score -155808.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -155808.578125 Penalty: 3575.465820
	Iteration 15F: 3 clusters Score -155808.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -744063.812500 Penalty: 2175.415039
	Iteration 0F: 2 clusters Score -744063.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -738686.750000 Penalty: 4350.830078
	Iteration 0F: 3 clusters Score -738686.8 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -740119.000000 Penalty: 4350.830078
	Iteration 1F: 3 clusters Score -740119 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -740367.062500 Penalty: 4350.830078
	Iteration 2F: 3 clusters Score -740367.1 nChanged 306
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: -740513.250000 Penalty: 4350.830078
	Iteration 3Q: 3 clusters Score -740513.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -740605.937500 Penalty: 4350.830078
	Iteration 4Q: 3 clusters Score -740605.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -740693.000000 Penalty: 4350.830078
	Iteration 5Q: 3 clusters Score -740693 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -740761.937500 Penalty: 4350.830078
	Iteration 6Q: 3 clusters Score -740761.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -740844.875000 Penalty: 4350.830078
	Iteration 7Q: 3 clusters Score -740844.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -740946.875000 Penalty: 4350.830078
	Iteration 8Q: 3 clusters Score -740946.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -741036.750000 Penalty: 4350.830078
	Iteration 9Q: 3 clusters Score -741036.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -741129.312500 Penalty: 4350.830078
	Iteration 10Q: 3 clusters Score -741129.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -741220.562500 Penalty: 4350.830078
	Iteration 11Q: 3 clusters Score -741220.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -741302.312500 Penalty: 4350.830078
	Iteration 12Q: 3 clusters Score -741302.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -741365.312500 Penalty: 4350.830078
	Iteration 13Q: 3 clusters Score -741365.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -741431.562500 Penalty: 4350.830078
	Iteration 14Q: 3 clusters Score -741431.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -741491.187500 Penalty: 4350.830078
	Iteration 15Q: 3 clusters Score -741491.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -741559.812500 Penalty: 4350.830078
	Iteration 16Q: 3 clusters Score -741559.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -741620.125000 Penalty: 4350.830078
	Iteration 17Q: 3 clusters Score -741620.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -741675.437500 Penalty: 4350.830078
	Iteration 18Q: 3 clusters Score -741675.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -741733.375000 Penalty: 4350.830078
	Iteration 19Q: 3 clusters Score -741733.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -741795.562500 Penalty: 4350.830078
	Iteration 20F: 3 clusters Score -741795.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -741857.000000 Penalty: 4350.830078
	Iteration 21Q: 3 clusters Score -741857 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -741920.562500 Penalty: 4350.830078
	Iteration 22Q: 3 clusters Score -741920.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -741980.437500 Penalty: 4350.830078
	Iteration 23Q: 3 clusters Score -741980.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -742038.937500 Penalty: 4350.830078
	Iteration 24Q: 3 clusters Score -742038.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -742088.375000 Penalty: 4350.830078
	Iteration 25Q: 3 clusters Score -742088.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -742126.937500 Penalty: 4350.830078
	Iteration 26Q: 3 clusters Score -742126.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -742163.312500 Penalty: 4350.830078
	Iteration 27Q: 3 clusters Score -742163.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -742193.500000 Penalty: 4350.830078
	Iteration 28Q: 3 clusters Score -742193.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -742226.687500 Penalty: 4350.830078
	Iteration 29Q: 3 clusters Score -742226.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -742263.562500 Penalty: 4350.830078
	Iteration 30Q: 3 clusters Score -742263.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -742290.937500 Penalty: 4350.830078
	Iteration 31Q: 3 clusters Score -742290.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -742317.437500 Penalty: 4350.830078
	Iteration 32Q: 3 clusters Score -742317.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -742337.375000 Penalty: 4350.830078
	Iteration 33Q: 3 clusters Score -742337.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -742354.625000 Penalty: 4350.830078
	Iteration 34Q: 3 clusters Score -742354.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -742372.625000 Penalty: 4350.830078
	Iteration 35Q: 3 clusters Score -742372.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -742389.750000 Penalty: 4350.830078
	Iteration 36Q: 3 clusters Score -742389.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -742396.250000 Penalty: 4350.830078
	Iteration 37Q: 3 clusters Score -742396.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -742407.062500 Penalty: 4350.830078
	Iteration 38Q: 3 clusters Score -742407.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -742411.875000 Penalty: 4350.830078
	Iteration 39Q: 3 clusters Score -742411.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -742417.375000 Penalty: 4350.830078
	Iteration 40F: 3 clusters Score -742417.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -742425.562500 Penalty: 4350.830078
	Iteration 41Q: 3 clusters Score -742425.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -742432.312500 Penalty: 4350.830078
	Iteration 42Q: 3 clusters Score -742432.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -742436.750000 Penalty: 4350.830078
	Iteration 43Q: 3 clusters Score -742436.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -742442.437500 Penalty: 4350.830078
	Iteration 44Q: 3 clusters Score -742442.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -742451.562500 Penalty: 4350.830078
	Iteration 45Q: 3 clusters Score -742451.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -742462.937500 Penalty: 4350.830078
	Iteration 46Q: 3 clusters Score -742462.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -742469.812500 Penalty: 4350.830078
	Iteration 47Q: 3 clusters Score -742469.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -742474.437500 Penalty: 4350.830078
	Iteration 48Q: 3 clusters Score -742474.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -742478.875000 Penalty: 4350.830078
	Iteration 49Q: 3 clusters Score -742478.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -742479.937500 Penalty: 4350.830078
	Iteration 50Q: 3 clusters Score -742479.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -742480.812500 Penalty: 4350.830078
	Iteration 51Q: 3 clusters Score -742480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -742482.312500 Penalty: 4350.830078
	Iteration 52Q: 3 clusters Score -742482.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -742482.187500 Penalty: 4350.830078
	Iteration 53Q: 3 clusters Score -742482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -742482.062500 Penalty: 4350.830078
	Iteration 54Q: 3 clusters Score -742482.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -742482.812500 Penalty: 4350.830078
	Iteration 55Q: 3 clusters Score -742482.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -742482.812500 Penalty: 4350.830078
	Iteration 56F: 3 clusters Score -742482.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Entering Unmasked Estep 
Score: -735087.937500 Penalty: 2151.582275
	Iteration 0F: 2 clusters Score -735087.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -730114.500000 Penalty: 4303.164551
	Iteration 0F: 3 clusters Score -730114.5 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -731578.812500 Penalty: 4303.164551
	Iteration 1F: 3 clusters Score -731578.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -732046.125000 Penalty: 4303.164551
	Iteration 2F: 3 clusters Score -732046.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -732387.437500 Penalty: 4303.164551
	Iteration 3F: 3 clusters Score -732387.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -732643.125000 Penalty: 4303.164551
	Iteration 4F: 3 clusters Score -732643.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -732842.062500 Penalty: 4303.164551
	Iteration 5F: 3 clusters Score -732842.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -733003.937500 Penalty: 4303.164551
	Iteration 6Q: 3 clusters Score -733003.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -733147.250000 Penalty: 4303.164551
	Iteration 7Q: 3 clusters Score -733147.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -733261.937500 Penalty: 4303.164551
	Iteration 8Q: 3 clusters Score -733261.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -733360.250000 Penalty: 4303.164551
	Iteration 9Q: 3 clusters Score -733360.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -733444.500000 Penalty: 4303.164551
	Iteration 10Q: 3 clusters Score -733444.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -733505.062500 Penalty: 4303.164551
	Iteration 11Q: 3 clusters Score -733505.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -733567.750000 Penalty: 4303.164551
	Iteration 12Q: 3 clusters Score -733567.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -733625.875000 Penalty: 4303.164551
	Iteration 13Q: 3 clusters Score -733625.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -733662.437500 Penalty: 4303.164551
	Iteration 14Q: 3 clusters Score -733662.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -733688.250000 Penalty: 4303.164551
	Iteration 15Q: 3 clusters Score -733688.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -733714.250000 Penalty: 4303.164551
	Iteration 16Q: 3 clusters Score -733714.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -733743.125000 Penalty: 4303.164551
	Iteration 17Q: 3 clusters Score -733743.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -733761.437500 Penalty: 4303.164551
	Iteration 18Q: 3 clusters Score -733761.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -733778.687500 Penalty: 4303.164551
	Iteration 19Q: 3 clusters Score -733778.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -733791.062500 Penalty: 4303.164551
	Iteration 20F: 3 clusters Score -733791.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -733799.437500 Penalty: 4303.164551
	Iteration 21Q: 3 clusters Score -733799.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -733808.937500 Penalty: 4303.164551
	Iteration 22Q: 3 clusters Score -733808.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -733813.375000 Penalty: 4303.164551
	Iteration 23Q: 3 clusters Score -733813.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -733817.562500 Penalty: 4303.164551
	Iteration 24Q: 3 clusters Score -733817.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -733821.375000 Penalty: 4303.164551
	Iteration 25Q: 3 clusters Score -733821.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -733825.062500 Penalty: 4303.164551
	Iteration 26Q: 3 clusters Score -733825.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -733827.625000 Penalty: 4303.164551
	Iteration 27Q: 3 clusters Score -733827.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -733826.937500 Penalty: 4303.164551
	Iteration 28Q: 3 clusters Score -733826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -733826.312500 Penalty: 4303.164551
	Iteration 29Q: 3 clusters Score -733826.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -733827.312500 Penalty: 4303.164551
	Iteration 30Q: 3 clusters Score -733827.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -733828.687500 Penalty: 4303.164551
	Iteration 31Q: 3 clusters Score -733828.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -733830.687500 Penalty: 4303.164551
	Iteration 32Q: 3 clusters Score -733830.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -733830.937500 Penalty: 4303.164551
	Iteration 33Q: 3 clusters Score -733830.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -733832.250000 Penalty: 4303.164551
	Iteration 34Q: 3 clusters Score -733832.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -733832.250000 Penalty: 4303.164551
	Iteration 35F: 3 clusters Score -733832.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Entering Unmasked Estep 
Score: -712103.937500 Penalty: 2132.678467
	Iteration 0F: 2 clusters Score -712103.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -707306.375000 Penalty: 4265.356934
	Iteration 0F: 3 clusters Score -707306.4 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -708516.687500 Penalty: 4265.356934
	Iteration 1F: 3 clusters Score -708516.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -708695.062500 Penalty: 4265.356934
	Iteration 2F: 3 clusters Score -708695.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -708806.500000 Penalty: 4265.356934
	Iteration 3Q: 3 clusters Score -708806.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -708894.812500 Penalty: 4265.356934
	Iteration 4Q: 3 clusters Score -708894.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -708960.687500 Penalty: 4265.356934
	Iteration 5Q: 3 clusters Score -708960.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -709032.875000 Penalty: 4265.356934
	Iteration 6Q: 3 clusters Score -709032.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -709088.875000 Penalty: 4265.356934
	Iteration 7Q: 3 clusters Score -709088.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -709147.250000 Penalty: 4265.356934
	Iteration 8Q: 3 clusters Score -709147.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -709219.625000 Penalty: 4265.356934
	Iteration 9Q: 3 clusters Score -709219.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -709310.937500 Penalty: 4265.356934
	Iteration 10Q: 3 clusters Score -709310.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -709400.812500 Penalty: 4265.356934
	Iteration 11Q: 3 clusters Score -709400.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -709499.937500 Penalty: 4265.356934
	Iteration 12Q: 3 clusters Score -709499.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -709588.562500 Penalty: 4265.356934
	Iteration 13Q: 3 clusters Score -709588.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -709677.937500 Penalty: 4265.356934
	Iteration 14Q: 3 clusters Score -709677.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -709765.437500 Penalty: 4265.356934
	Iteration 15Q: 3 clusters Score -709765.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -709832.562500 Penalty: 4265.356934
	Iteration 16Q: 3 clusters Score -709832.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -709888.875000 Penalty: 4265.356934
	Iteration 17Q: 3 clusters Score -709888.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -709947.125000 Penalty: 4265.356934
	Iteration 18Q: 3 clusters Score -709947.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -710003.562500 Penalty: 4265.356934
	Iteration 19Q: 3 clusters Score -710003.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -710053.875000 Penalty: 4265.356934
	Iteration 20F: 3 clusters Score -710053.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -710098.125000 Penalty: 4265.356934
	Iteration 21Q: 3 clusters Score -710098.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -710130.625000 Penalty: 4265.356934
	Iteration 22Q: 3 clusters Score -710130.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -710155.562500 Penalty: 4265.356934
	Iteration 23Q: 3 clusters Score -710155.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -710176.375000 Penalty: 4265.356934
	Iteration 24Q: 3 clusters Score -710176.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -710190.875000 Penalty: 4265.356934
	Iteration 25Q: 3 clusters Score -710190.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -710201.562500 Penalty: 4265.356934
	Iteration 26Q: 3 clusters Score -710201.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -710206.500000 Penalty: 4265.356934
	Iteration 27Q: 3 clusters Score -710206.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -710206.812500 Penalty: 4265.356934
	Iteration 28Q: 3 clusters Score -710206.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -710208.875000 Penalty: 4265.356934
	Iteration 29Q: 3 clusters Score -710208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -710209.875000 Penalty: 4265.356934
	Iteration 30Q: 3 clusters Score -710209.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -710213.875000 Penalty: 4265.356934
	Iteration 31Q: 3 clusters Score -710213.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -710214.250000 Penalty: 4265.356934
	Iteration 32Q: 3 clusters Score -710214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -710214.312500 Penalty: 4265.356934
	Iteration 33Q: 3 clusters Score -710214.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -710215.562500 Penalty: 4265.356934
	Iteration 34Q: 3 clusters Score -710215.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -710216.625000 Penalty: 4265.356934
	Iteration 35Q: 3 clusters Score -710216.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -710215.750000 Penalty: 4265.356934
	Iteration 36Q: 3 clusters Score -710215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -710218.437500 Penalty: 4265.356934
	Iteration 37Q: 3 clusters Score -710218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -710219.312500 Penalty: 4265.356934
	Iteration 38Q: 3 clusters Score -710219.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -710218.875000 Penalty: 4265.356934
	Iteration 39Q: 3 clusters Score -710218.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -710218.875000 Penalty: 4265.356934
	Iteration 40F: 3 clusters Score -710218.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -101028.789062 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -101028.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99192.523438 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -99192.52 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -99739.968750 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -99739.97 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -100103.406250 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -100103.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -100437.742188 Penalty: 3390.784668
	Iteration 3F: 3 clusters Score -100437.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -100611.656250 Penalty: 3390.784668
	Iteration 4F: 3 clusters Score -100611.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -100712.640625 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -100712.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -100881.281250 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -100881.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -100973.984375 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -100974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -101026.812500 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -101026.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -101044.132812 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -101044.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101053.617188 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -101053.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -101054.875000 Penalty: 3390.784668
	Iteration 11Q: 3 clusters Score -101054.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -101057.390625 Penalty: 3390.784668
	Iteration 12Q: 3 clusters Score -101057.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -101065.250000 Penalty: 3390.784668
	Iteration 13F: 3 clusters Score -101065.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101073.695312 Penalty: 3390.784668
	Iteration 14Q: 3 clusters Score -101073.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101073.695312 Penalty: 3390.784668
	Iteration 15F: 3 clusters Score -101073.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40973 members 
Mstep: Class 5 contains 26422 members 
Mstep: Class 6 contains 20320 members 
Mstep: Class 7 contains 274354 members 
Mstep: Class 8 contains 40263 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6450 members 
Mstep: Class 11 contains 5859 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 463 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58297 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159595 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 468 members 
Entering Unmasked Estep 
Score: -90836480.000000 Penalty: 76903.515625
Splitting cluster 13 changes total score from -90838112.000000 to -90836480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -290887.687500 Penalty: 1919.576904
	Iteration 0F: 2 clusters Score -290887.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -288067.906250 Penalty: 3839.153809
	Iteration 0F: 3 clusters Score -288067.9 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -288568.750000 Penalty: 3839.153809
	Iteration 1F: 3 clusters Score -288568.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -288715.187500 Penalty: 3839.153809
	Iteration 2F: 3 clusters Score -288715.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -288794.562500 Penalty: 3839.153809
	Iteration 3Q: 3 clusters Score -288794.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -288835.375000 Penalty: 3839.153809
	Iteration 4Q: 3 clusters Score -288835.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -288864.812500 Penalty: 3839.153809
	Iteration 5Q: 3 clusters Score -288864.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -288892.875000 Penalty: 3839.153809
	Iteration 6Q: 3 clusters Score -288892.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -288919.843750 Penalty: 3839.153809
	Iteration 7Q: 3 clusters Score -288919.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -288943.000000 Penalty: 3839.153809
	Iteration 8Q: 3 clusters Score -288943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -288954.250000 Penalty: 3839.153809
	Iteration 9Q: 3 clusters Score -288954.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -288961.593750 Penalty: 3839.153809
	Iteration 10Q: 3 clusters Score -288961.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -288966.906250 Penalty: 3839.153809
	Iteration 11Q: 3 clusters Score -288966.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -288971.187500 Penalty: 3839.153809
	Iteration 12Q: 3 clusters Score -288971.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -288973.968750 Penalty: 3839.153809
	Iteration 13Q: 3 clusters Score -288974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -288976.812500 Penalty: 3839.153809
	Iteration 14Q: 3 clusters Score -288976.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -288982.093750 Penalty: 3839.153809
	Iteration 15Q: 3 clusters Score -288982.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -288988.562500 Penalty: 3839.153809
	Iteration 16Q: 3 clusters Score -288988.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -288992.687500 Penalty: 3839.153809
	Iteration 17Q: 3 clusters Score -288992.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -288996.500000 Penalty: 3839.153809
	Iteration 18Q: 3 clusters Score -288996.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -288999.531250 Penalty: 3839.153809
	Iteration 19Q: 3 clusters Score -288999.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -289000.593750 Penalty: 3839.153809
	Iteration 20F: 3 clusters Score -289000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -289001.468750 Penalty: 3839.153809
	Iteration 21Q: 3 clusters Score -289001.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -289001.468750 Penalty: 3839.153809
	Iteration 22F: 3 clusters Score -289001.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Entering Unmasked Estep 
Score: -1664984.750000 Penalty: 2353.505127
	Iteration 0F: 2 clusters Score -1664985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1655298.875000 Penalty: 4707.010254
	Iteration 0F: 3 clusters Score -1655299 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1658368.000000 Penalty: 4707.010254
	Iteration 1F: 3 clusters Score -1658368 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1658801.500000 Penalty: 4707.010254
	Iteration 2F: 3 clusters Score -1658802 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1659223.125000 Penalty: 4707.010254
	Iteration 3F: 3 clusters Score -1659223 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1659695.125000 Penalty: 4707.010254
	Iteration 4F: 3 clusters Score -1659695 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1660177.625000 Penalty: 4707.010254
	Iteration 5F: 3 clusters Score -1660178 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1660671.875000 Penalty: 4707.010254
	Iteration 6F: 3 clusters Score -1660672 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1661113.625000 Penalty: 4707.010254
	Iteration 7F: 3 clusters Score -1661114 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1661470.625000 Penalty: 4707.010254
	Iteration 8Q: 3 clusters Score -1661471 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1661794.000000 Penalty: 4707.010254
	Iteration 9Q: 3 clusters Score -1661794 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1662110.000000 Penalty: 4707.010254
	Iteration 10Q: 3 clusters Score -1662110 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1662419.375000 Penalty: 4707.010254
	Iteration 11Q: 3 clusters Score -1662419 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1662699.000000 Penalty: 4707.010254
	Iteration 12Q: 3 clusters Score -1662699 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1662844.125000 Penalty: 4707.010254
	Iteration 13Q: 3 clusters Score -1662844 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1662938.000000 Penalty: 4707.010254
	Iteration 14Q: 3 clusters Score -1662938 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1663021.875000 Penalty: 4707.010254
	Iteration 15Q: 3 clusters Score -1663022 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1663078.000000 Penalty: 4707.010254
	Iteration 16Q: 3 clusters Score -1663078 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1663109.250000 Penalty: 4707.010254
	Iteration 17Q: 3 clusters Score -1663109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1663127.250000 Penalty: 4707.010254
	Iteration 18Q: 3 clusters Score -1663127 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1663147.750000 Penalty: 4707.010254
	Iteration 19Q: 3 clusters Score -1663148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1663163.250000 Penalty: 4707.010254
	Iteration 20F: 3 clusters Score -1663163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1663178.250000 Penalty: 4707.010254
	Iteration 21Q: 3 clusters Score -1663178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1663191.625000 Penalty: 4707.010254
	Iteration 22Q: 3 clusters Score -1663192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1663203.500000 Penalty: 4707.010254
	Iteration 23Q: 3 clusters Score -1663204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1663207.000000 Penalty: 4707.010254
	Iteration 24Q: 3 clusters Score -1663207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1663216.250000 Penalty: 4707.010254
	Iteration 25Q: 3 clusters Score -1663216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1663210.750000 Penalty: 4707.010254
	Iteration 26Q: 3 clusters Score -1663211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1663214.625000 Penalty: 4707.010254
	Iteration 27Q: 3 clusters Score -1663215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1663219.000000 Penalty: 4707.010254
	Iteration 28Q: 3 clusters Score -1663219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1663217.875000 Penalty: 4707.010254
	Iteration 29Q: 3 clusters Score -1663218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1663218.375000 Penalty: 4707.010254
	Iteration 30Q: 3 clusters Score -1663218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1663219.875000 Penalty: 4707.010254
	Iteration 31Q: 3 clusters Score -1663220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1663219.500000 Penalty: 4707.010254
	Iteration 32Q: 3 clusters Score -1663220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1663223.125000 Penalty: 4707.010254
	Iteration 33Q: 3 clusters Score -1663223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1663222.875000 Penalty: 4707.010254
	Iteration 34Q: 3 clusters Score -1663223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1663222.875000 Penalty: 4707.010254
	Iteration 35F: 3 clusters Score -1663223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Entering Unmasked Estep 
Score: -603120.625000 Penalty: 2126.246094
	Iteration 0F: 2 clusters Score -603120.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -598380.562500 Penalty: 4252.492188
	Iteration 0F: 3 clusters Score -598380.6 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -599519.750000 Penalty: 4252.492188
	Iteration 1F: 3 clusters Score -599519.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -599738.812500 Penalty: 4252.492188
	Iteration 2F: 3 clusters Score -599738.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -599907.062500 Penalty: 4252.492188
	Iteration 3Q: 3 clusters Score -599907.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -600057.062500 Penalty: 4252.492188
	Iteration 4Q: 3 clusters Score -600057.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -600204.812500 Penalty: 4252.492188
	Iteration 5Q: 3 clusters Score -600204.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -600356.250000 Penalty: 4252.492188
	Iteration 6Q: 3 clusters Score -600356.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -600511.687500 Penalty: 4252.492188
	Iteration 7Q: 3 clusters Score -600511.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -600641.875000 Penalty: 4252.492188
	Iteration 8Q: 3 clusters Score -600641.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -600760.375000 Penalty: 4252.492188
	Iteration 9Q: 3 clusters Score -600760.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -600883.687500 Penalty: 4252.492188
	Iteration 10Q: 3 clusters Score -600883.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -601015.500000 Penalty: 4252.492188
	Iteration 11Q: 3 clusters Score -601015.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -601134.625000 Penalty: 4252.492188
	Iteration 12Q: 3 clusters Score -601134.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -601255.125000 Penalty: 4252.492188
	Iteration 13Q: 3 clusters Score -601255.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -601380.062500 Penalty: 4252.492188
	Iteration 14Q: 3 clusters Score -601380.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -601494.562500 Penalty: 4252.492188
	Iteration 15Q: 3 clusters Score -601494.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -601595.812500 Penalty: 4252.492188
	Iteration 16Q: 3 clusters Score -601595.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -601669.562500 Penalty: 4252.492188
	Iteration 17Q: 3 clusters Score -601669.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -601738.562500 Penalty: 4252.492188
	Iteration 18Q: 3 clusters Score -601738.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -601815.187500 Penalty: 4252.492188
	Iteration 19Q: 3 clusters Score -601815.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -601899.875000 Penalty: 4252.492188
	Iteration 20F: 3 clusters Score -601899.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -601974.875000 Penalty: 4252.492188
	Iteration 21Q: 3 clusters Score -601974.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -602050.500000 Penalty: 4252.492188
	Iteration 22Q: 3 clusters Score -602050.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -602116.125000 Penalty: 4252.492188
	Iteration 23Q: 3 clusters Score -602116.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -602155.000000 Penalty: 4252.492188
	Iteration 24Q: 3 clusters Score -602155 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -602188.750000 Penalty: 4252.492188
	Iteration 25Q: 3 clusters Score -602188.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -602214.625000 Penalty: 4252.492188
	Iteration 26Q: 3 clusters Score -602214.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -602232.875000 Penalty: 4252.492188
	Iteration 27Q: 3 clusters Score -602232.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -602244.375000 Penalty: 4252.492188
	Iteration 28Q: 3 clusters Score -602244.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -602257.437500 Penalty: 4252.492188
	Iteration 29Q: 3 clusters Score -602257.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -602267.500000 Penalty: 4252.492188
	Iteration 30Q: 3 clusters Score -602267.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -602282.500000 Penalty: 4252.492188
	Iteration 31Q: 3 clusters Score -602282.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -602293.875000 Penalty: 4252.492188
	Iteration 32Q: 3 clusters Score -602293.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -602301.875000 Penalty: 4252.492188
	Iteration 33Q: 3 clusters Score -602301.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -602302.000000 Penalty: 4252.492188
	Iteration 34Q: 3 clusters Score -602302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -602304.812500 Penalty: 4252.492188
	Iteration 35Q: 3 clusters Score -602304.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -602309.562500 Penalty: 4252.492188
	Iteration 36Q: 3 clusters Score -602309.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -602310.750000 Penalty: 4252.492188
	Iteration 37Q: 3 clusters Score -602310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -602312.312500 Penalty: 4252.492188
	Iteration 38Q: 3 clusters Score -602312.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -602312.437500 Penalty: 4252.492188
	Iteration 39Q: 3 clusters Score -602312.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -602313.375000 Penalty: 4252.492188
	Iteration 40F: 3 clusters Score -602313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -602314.812500 Penalty: 4252.492188
	Iteration 41Q: 3 clusters Score -602314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -602314.812500 Penalty: 4252.492188
	Iteration 42F: 3 clusters Score -602314.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Entering Unmasked Estep 
Score: -7457235.500000 Penalty: 2721.379883
	Iteration 0F: 2 clusters Score -7457236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -7418047.000000 Penalty: 5442.759766
	Iteration 0F: 3 clusters Score -7418047 nChanged 27058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -7433134.000000 Penalty: 5442.759766
	Iteration 1F: 3 clusters Score -7433134 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -7433845.500000 Penalty: 5442.759766
	Iteration 2Q: 3 clusters Score -7433846 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -7434771.000000 Penalty: 5442.759766
	Iteration 3Q: 3 clusters Score -7434771 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -7436044.000000 Penalty: 5442.759766
	Iteration 4Q: 3 clusters Score -7436044 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -7438233.000000 Penalty: 5442.759766
	Iteration 5F: 3 clusters Score -7438233 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -7441845.000000 Penalty: 5442.759766
	Iteration 6F: 3 clusters Score -7441845 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -7446429.500000 Penalty: 5442.759766
	Iteration 7F: 3 clusters Score -7446430 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -7450503.000000 Penalty: 5442.759766
	Iteration 8F: 3 clusters Score -7450503 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 56223 members 
Entering Unmasked Estep 
Score: -7452970.500000 Penalty: 5442.759766
	Iteration 9Q: 3 clusters Score -7452970 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -7454087.500000 Penalty: 5442.759766
	Iteration 10Q: 3 clusters Score -7454088 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -7454512.500000 Penalty: 5442.759766
	Iteration 11Q: 3 clusters Score -7454512 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -7454701.500000 Penalty: 5442.759766
	Iteration 12Q: 3 clusters Score -7454702 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -7454789.500000 Penalty: 5442.759766
	Iteration 13Q: 3 clusters Score -7454790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 58017 members 
Entering Unmasked Estep 
Score: -7454826.500000 Penalty: 5442.759766
	Iteration 14Q: 3 clusters Score -7454826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -7454843.500000 Penalty: 5442.759766
	Iteration 15Q: 3 clusters Score -7454844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 58030 members 
Entering Unmasked Estep 
Score: -7454864.000000 Penalty: 5442.759766
	Iteration 16Q: 3 clusters Score -7454864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -7454868.000000 Penalty: 5442.759766
	Iteration 17Q: 3 clusters Score -7454868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -7454869.500000 Penalty: 5442.759766
	Iteration 18Q: 3 clusters Score -7454870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -7454878.000000 Penalty: 5442.759766
	Iteration 19Q: 3 clusters Score -7454878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -7454896.500000 Penalty: 5442.759766
	Iteration 20F: 3 clusters Score -7454896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 58051 members 
Entering Unmasked Estep 
Score: -7454898.000000 Penalty: 5442.759766
	Iteration 21Q: 3 clusters Score -7454898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 58053 members 
Entering Unmasked Estep 
Score: -7454908.500000 Penalty: 5442.759766
	Iteration 22Q: 3 clusters Score -7454908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 58054 members 
Entering Unmasked Estep 
Score: -7454900.000000 Penalty: 5442.759766
	Iteration 23Q: 3 clusters Score -7454900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -7454900.000000 Penalty: 5442.759766
	Iteration 24Q: 3 clusters Score -7454900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -7454906.000000 Penalty: 5442.759766
	Iteration 25Q: 3 clusters Score -7454906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 58059 members 
Entering Unmasked Estep 
Score: -7454909.000000 Penalty: 5442.759766
	Iteration 26Q: 3 clusters Score -7454909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 58059 members 
Entering Unmasked Estep 
Score: -7454909.000000 Penalty: 5442.759766
	Iteration 27F: 3 clusters Score -7454909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -37404.773438 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -37404.77 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 168 members 
Entering Unmasked Estep 
Score: -36092.453125 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -36092.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36234.136719 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -36234.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36315.945312 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -36315.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36406.667969 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -36406.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -36444.824219 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -36444.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36483.941406 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -36483.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36518.406250 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -36518.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36529.664062 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -36529.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36555.226562 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -36555.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36564.925781 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -36564.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36570.796875 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -36570.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36586.843750 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -36586.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36601.503906 Penalty: 2905.534668
	Iteration 12Q: 3 clusters Score -36601.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36603.843750 Penalty: 2905.534668
	Iteration 13Q: 3 clusters Score -36603.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36605.847656 Penalty: 2905.534668
	Iteration 14Q: 3 clusters Score -36605.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36607.406250 Penalty: 2905.534668
	Iteration 15Q: 3 clusters Score -36607.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -36612.621094 Penalty: 2905.534668
	Iteration 16Q: 3 clusters Score -36612.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36622.808594 Penalty: 2905.534668
	Iteration 17Q: 3 clusters Score -36622.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36632.167969 Penalty: 2905.534668
	Iteration 18Q: 3 clusters Score -36632.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36652.578125 Penalty: 2905.534668
	Iteration 19Q: 3 clusters Score -36652.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36664.648438 Penalty: 2905.534668
	Iteration 20F: 3 clusters Score -36664.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36684.109375 Penalty: 2905.534668
	Iteration 21Q: 3 clusters Score -36684.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36702.246094 Penalty: 2905.534668
	Iteration 22Q: 3 clusters Score -36702.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36707.734375 Penalty: 2905.534668
	Iteration 23Q: 3 clusters Score -36707.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36713.882812 Penalty: 2905.534668
	Iteration 24Q: 3 clusters Score -36713.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36717.312500 Penalty: 2905.534668
	Iteration 25Q: 3 clusters Score -36717.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36723.175781 Penalty: 2905.534668
	Iteration 26Q: 3 clusters Score -36723.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36737.753906 Penalty: 2905.534668
	Iteration 27Q: 3 clusters Score -36737.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36769.996094 Penalty: 2905.534668
	Iteration 28Q: 3 clusters Score -36770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36825.437500 Penalty: 2905.534668
	Iteration 29Q: 3 clusters Score -36825.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36857.136719 Penalty: 2905.534668
	Iteration 30Q: 3 clusters Score -36857.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36879.644531 Penalty: 2905.534668
	Iteration 31Q: 3 clusters Score -36879.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36879.644531 Penalty: 2905.534668
	Iteration 32F: 3 clusters Score -36879.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Entering Unmasked Estep 
Score: -1929754.375000 Penalty: 2380.870850
	Iteration 0F: 2 clusters Score -1929754 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 7366 members 
Entering Unmasked Estep 
Score: -1919107.000000 Penalty: 4761.741699
	Iteration 0F: 3 clusters Score -1919107 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1922341.125000 Penalty: 4761.741699
	Iteration 1F: 3 clusters Score -1922341 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1922632.875000 Penalty: 4761.741699
	Iteration 2F: 3 clusters Score -1922633 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1922841.000000 Penalty: 4761.741699
	Iteration 3Q: 3 clusters Score -1922841 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1922994.375000 Penalty: 4761.741699
	Iteration 4Q: 3 clusters Score -1922994 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1923127.125000 Penalty: 4761.741699
	Iteration 5Q: 3 clusters Score -1923127 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1923244.500000 Penalty: 4761.741699
	Iteration 6Q: 3 clusters Score -1923244 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1923377.000000 Penalty: 4761.741699
	Iteration 7Q: 3 clusters Score -1923377 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1923534.375000 Penalty: 4761.741699
	Iteration 8Q: 3 clusters Score -1923534 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1923726.875000 Penalty: 4761.741699
	Iteration 9Q: 3 clusters Score -1923727 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1923982.750000 Penalty: 4761.741699
	Iteration 10Q: 3 clusters Score -1923983 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1924284.375000 Penalty: 4761.741699
	Iteration 11Q: 3 clusters Score -1924284 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1924609.500000 Penalty: 4761.741699
	Iteration 12Q: 3 clusters Score -1924610 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1924991.500000 Penalty: 4761.741699
	Iteration 13Q: 3 clusters Score -1924992 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1925389.125000 Penalty: 4761.741699
	Iteration 14Q: 3 clusters Score -1925389 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1925856.375000 Penalty: 4761.741699
	Iteration 15Q: 3 clusters Score -1925856 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1926333.250000 Penalty: 4761.741699
	Iteration 16Q: 3 clusters Score -1926333 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1926723.000000 Penalty: 4761.741699
	Iteration 17Q: 3 clusters Score -1926723 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1927044.000000 Penalty: 4761.741699
	Iteration 18Q: 3 clusters Score -1927044 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1927251.125000 Penalty: 4761.741699
	Iteration 19Q: 3 clusters Score -1927251 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1927384.500000 Penalty: 4761.741699
	Iteration 20F: 3 clusters Score -1927384 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1927464.500000 Penalty: 4761.741699
	Iteration 21Q: 3 clusters Score -1927464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1927528.250000 Penalty: 4761.741699
	Iteration 22Q: 3 clusters Score -1927528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1927566.250000 Penalty: 4761.741699
	Iteration 23Q: 3 clusters Score -1927566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1927603.250000 Penalty: 4761.741699
	Iteration 24Q: 3 clusters Score -1927603 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1927630.375000 Penalty: 4761.741699
	Iteration 25Q: 3 clusters Score -1927630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1927640.250000 Penalty: 4761.741699
	Iteration 26Q: 3 clusters Score -1927640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1927647.375000 Penalty: 4761.741699
	Iteration 27Q: 3 clusters Score -1927647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1927649.250000 Penalty: 4761.741699
	Iteration 28Q: 3 clusters Score -1927649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1927656.375000 Penalty: 4761.741699
	Iteration 29Q: 3 clusters Score -1927656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1927657.875000 Penalty: 4761.741699
	Iteration 30Q: 3 clusters Score -1927658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1927657.875000 Penalty: 4761.741699
	Iteration 31F: 3 clusters Score -1927658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159595 members 
Entering Unmasked Estep 
Score: -20746542.000000 Penalty: 2971.137695
	Iteration 0F: 2 clusters Score -2.074654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79710 members 
Mstep: Class 2 contains 79885 members 
Entering Unmasked Estep 
Score: -20641162.000000 Penalty: 5942.275391
	Iteration 0F: 3 clusters Score -2.064116e+07 nChanged 76289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79687 members 
Mstep: Class 2 contains 79908 members 
Entering Unmasked Estep 
Score: -20685630.000000 Penalty: 5942.275391
	Iteration 1F: 3 clusters Score -2.068563e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79065 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -20686606.000000 Penalty: 5942.275391
	Iteration 2Q: 3 clusters Score -2.068661e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78090 members 
Mstep: Class 2 contains 81505 members 
Entering Unmasked Estep 
Score: -20687780.000000 Penalty: 5942.275391
	Iteration 3Q: 3 clusters Score -2.068778e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 83098 members 
Entering Unmasked Estep 
Score: -20689054.000000 Penalty: 5942.275391
	Iteration 4Q: 3 clusters Score -2.068905e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74232 members 
Mstep: Class 2 contains 85363 members 
Entering Unmasked Estep 
Score: -20690892.000000 Penalty: 5942.275391
	Iteration 5Q: 3 clusters Score -2.069089e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70848 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
Score: -20693710.000000 Penalty: 5942.275391
	Iteration 6Q: 3 clusters Score -2.069371e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 93242 members 
Entering Unmasked Estep 
Score: -20697618.000000 Penalty: 5942.275391
	Iteration 7Q: 3 clusters Score -2.069762e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 98864 members 
Entering Unmasked Estep 
Score: -20702756.000000 Penalty: 5942.275391
	Iteration 8F: 3 clusters Score -2.070276e+07 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 105367 members 
Entering Unmasked Estep 
Score: -20708904.000000 Penalty: 5942.275391
	Iteration 9F: 3 clusters Score -2.07089e+07 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 112162 members 
Entering Unmasked Estep 
Score: -20715558.000000 Penalty: 5942.275391
	Iteration 10F: 3 clusters Score -2.071556e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 118544 members 
Entering Unmasked Estep 
Score: -20721268.000000 Penalty: 5942.275391
	Iteration 11F: 3 clusters Score -2.072127e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 123953 members 
Entering Unmasked Estep 
Score: -20725854.000000 Penalty: 5942.275391
	Iteration 12Q: 3 clusters Score -2.072585e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 128435 members 
Entering Unmasked Estep 
Score: -20729464.000000 Penalty: 5942.275391
	Iteration 13Q: 3 clusters Score -2.072946e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 132306 members 
Entering Unmasked Estep 
Score: -20732184.000000 Penalty: 5942.275391
	Iteration 14Q: 3 clusters Score -2.073218e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 135713 members 
Entering Unmasked Estep 
Score: -20734146.000000 Penalty: 5942.275391
	Iteration 15Q: 3 clusters Score -2.073415e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 138717 members 
Entering Unmasked Estep 
Score: -20735620.000000 Penalty: 5942.275391
	Iteration 16Q: 3 clusters Score -2.073562e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 141441 members 
Entering Unmasked Estep 
Score: -20737026.000000 Penalty: 5942.275391
	Iteration 17Q: 3 clusters Score -2.073703e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 144009 members 
Entering Unmasked Estep 
Score: -20738388.000000 Penalty: 5942.275391
	Iteration 18Q: 3 clusters Score -2.073839e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 146388 members 
Entering Unmasked Estep 
Score: -20739502.000000 Penalty: 5942.275391
	Iteration 19Q: 3 clusters Score -2.07395e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 148518 members 
Entering Unmasked Estep 
Score: -20740584.000000 Penalty: 5942.275391
	Iteration 20F: 3 clusters Score -2.074058e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 150395 members 
Entering Unmasked Estep 
Score: -20741532.000000 Penalty: 5942.275391
	Iteration 21Q: 3 clusters Score -2.074153e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 152065 members 
Entering Unmasked Estep 
Score: -20742290.000000 Penalty: 5942.275391
	Iteration 22Q: 3 clusters Score -2.074229e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 153444 members 
Entering Unmasked Estep 
Score: -20742770.000000 Penalty: 5942.275391
	Iteration 23Q: 3 clusters Score -2.074277e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 154538 members 
Entering Unmasked Estep 
Score: -20743244.000000 Penalty: 5942.275391
	Iteration 24Q: 3 clusters Score -2.074324e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 155353 members 
Entering Unmasked Estep 
Score: -20743608.000000 Penalty: 5942.275391
	Iteration 25Q: 3 clusters Score -2.074361e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 155947 members 
Entering Unmasked Estep 
Score: -20743926.000000 Penalty: 5942.275391
	Iteration 26Q: 3 clusters Score -2.074393e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 156380 members 
Entering Unmasked Estep 
Score: -20744080.000000 Penalty: 5942.275391
	Iteration 27Q: 3 clusters Score -2.074408e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 156734 members 
Entering Unmasked Estep 
Score: -20744232.000000 Penalty: 5942.275391
	Iteration 28Q: 3 clusters Score -2.074423e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 156971 members 
Entering Unmasked Estep 
Score: -20744368.000000 Penalty: 5942.275391
	Iteration 29Q: 3 clusters Score -2.074437e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 157166 members 
Entering Unmasked Estep 
Score: -20744442.000000 Penalty: 5942.275391
	Iteration 30Q: 3 clusters Score -2.074444e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 157318 members 
Entering Unmasked Estep 
Score: -20744472.000000 Penalty: 5942.275391
	Iteration 31Q: 3 clusters Score -2.074447e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 157426 members 
Entering Unmasked Estep 
Score: -20744548.000000 Penalty: 5942.275391
	Iteration 32Q: 3 clusters Score -2.074455e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 157519 members 
Entering Unmasked Estep 
Score: -20744672.000000 Penalty: 5942.275391
	Iteration 33Q: 3 clusters Score -2.074467e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 157579 members 
Entering Unmasked Estep 
Score: -20744740.000000 Penalty: 5942.275391
	Iteration 34Q: 3 clusters Score -2.074474e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 157626 members 
Entering Unmasked Estep 
Score: -20744820.000000 Penalty: 5942.275391
	Iteration 35Q: 3 clusters Score -2.074482e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 157668 members 
Entering Unmasked Estep 
Score: -20744876.000000 Penalty: 5942.275391
	Iteration 36Q: 3 clusters Score -2.074488e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 157679 members 
Entering Unmasked Estep 
Score: -20744908.000000 Penalty: 5942.275391
	Iteration 37Q: 3 clusters Score -2.074491e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 157687 members 
Entering Unmasked Estep 
Score: -20744954.000000 Penalty: 5942.275391
	Iteration 38Q: 3 clusters Score -2.074495e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 157701 members 
Entering Unmasked Estep 
Score: -20744978.000000 Penalty: 5942.275391
	Iteration 39Q: 3 clusters Score -2.074498e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 157705 members 
Entering Unmasked Estep 
Score: -20745014.000000 Penalty: 5942.275391
	Iteration 40F: 3 clusters Score -2.074501e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 157706 members 
Entering Unmasked Estep 
Score: -20745030.000000 Penalty: 5942.275391
	Iteration 41Q: 3 clusters Score -2.074503e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 157705 members 
Entering Unmasked Estep 
Score: -20745036.000000 Penalty: 5942.275391
	Iteration 42Q: 3 clusters Score -2.074504e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 157698 members 
Entering Unmasked Estep 
Score: -20745072.000000 Penalty: 5942.275391
	Iteration 43Q: 3 clusters Score -2.074507e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 157677 members 
Entering Unmasked Estep 
Score: -20745076.000000 Penalty: 5942.275391
	Iteration 44Q: 3 clusters Score -2.074508e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 157652 members 
Entering Unmasked Estep 
Score: -20745086.000000 Penalty: 5942.275391
	Iteration 45Q: 3 clusters Score -2.074509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 157630 members 
Entering Unmasked Estep 
Score: -20745098.000000 Penalty: 5942.275391
	Iteration 46Q: 3 clusters Score -2.07451e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 157587 members 
Entering Unmasked Estep 
Score: -20745144.000000 Penalty: 5942.275391
	Iteration 47Q: 3 clusters Score -2.074514e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 157556 members 
Entering Unmasked Estep 
Score: -20745198.000000 Penalty: 5942.275391
	Iteration 48Q: 3 clusters Score -2.07452e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 157541 members 
Entering Unmasked Estep 
Score: -20745196.000000 Penalty: 5942.275391
	Iteration 49Q: 3 clusters Score -2.07452e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 157523 members 
Entering Unmasked Estep 
Score: -20745238.000000 Penalty: 5942.275391
	Iteration 50Q: 3 clusters Score -2.074524e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 157501 members 
Entering Unmasked Estep 
Score: -20745256.000000 Penalty: 5942.275391
	Iteration 51Q: 3 clusters Score -2.074526e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 157475 members 
Entering Unmasked Estep 
Score: -20745284.000000 Penalty: 5942.275391
	Iteration 52Q: 3 clusters Score -2.074528e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 157447 members 
Entering Unmasked Estep 
Score: -20745322.000000 Penalty: 5942.275391
	Iteration 53Q: 3 clusters Score -2.074532e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 157412 members 
Entering Unmasked Estep 
Score: -20745362.000000 Penalty: 5942.275391
	Iteration 54Q: 3 clusters Score -2.074536e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 157378 members 
Entering Unmasked Estep 
Score: -20745374.000000 Penalty: 5942.275391
	Iteration 55Q: 3 clusters Score -2.074537e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 157353 members 
Entering Unmasked Estep 
Score: -20745378.000000 Penalty: 5942.275391
	Iteration 56Q: 3 clusters Score -2.074538e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 157333 members 
Entering Unmasked Estep 
Score: -20745388.000000 Penalty: 5942.275391
	Iteration 57Q: 3 clusters Score -2.074539e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 157304 members 
Entering Unmasked Estep 
Score: -20745416.000000 Penalty: 5942.275391
	Iteration 58Q: 3 clusters Score -2.074542e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 157284 members 
Entering Unmasked Estep 
Score: -20745432.000000 Penalty: 5942.275391
	Iteration 59Q: 3 clusters Score -2.074543e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 157267 members 
Entering Unmasked Estep 
Score: -20745462.000000 Penalty: 5942.275391
	Iteration 60F: 3 clusters Score -2.074546e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 157223 members 
Entering Unmasked Estep 
Score: -20745474.000000 Penalty: 5942.275391
	Iteration 61Q: 3 clusters Score -2.074547e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 157185 members 
Entering Unmasked Estep 
Score: -20745492.000000 Penalty: 5942.275391
	Iteration 62Q: 3 clusters Score -2.074549e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 157144 members 
Entering Unmasked Estep 
Score: -20745502.000000 Penalty: 5942.275391
	Iteration 63Q: 3 clusters Score -2.07455e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 157127 members 
Entering Unmasked Estep 
Score: -20745520.000000 Penalty: 5942.275391
	Iteration 64Q: 3 clusters Score -2.074552e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 157111 members 
Entering Unmasked Estep 
Score: -20745504.000000 Penalty: 5942.275391
	Iteration 65Q: 3 clusters Score -2.07455e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 157089 members 
Entering Unmasked Estep 
Score: -20745532.000000 Penalty: 5942.275391
	Iteration 66Q: 3 clusters Score -2.074553e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 157068 members 
Entering Unmasked Estep 
Score: -20745528.000000 Penalty: 5942.275391
	Iteration 67Q: 3 clusters Score -2.074553e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 157047 members 
Entering Unmasked Estep 
Score: -20745536.000000 Penalty: 5942.275391
	Iteration 68Q: 3 clusters Score -2.074554e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 157034 members 
Entering Unmasked Estep 
Score: -20745518.000000 Penalty: 5942.275391
	Iteration 69Q: 3 clusters Score -2.074552e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 157020 members 
Entering Unmasked Estep 
Score: -20745554.000000 Penalty: 5942.275391
	Iteration 70Q: 3 clusters Score -2.074555e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 157006 members 
Entering Unmasked Estep 
Score: -20745536.000000 Penalty: 5942.275391
	Iteration 71Q: 3 clusters Score -2.074554e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 157003 members 
Entering Unmasked Estep 
Score: -20745546.000000 Penalty: 5942.275391
	Iteration 72Q: 3 clusters Score -2.074555e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 157001 members 
Entering Unmasked Estep 
Score: -20745566.000000 Penalty: 5942.275391
	Iteration 73Q: 3 clusters Score -2.074557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 156997 members 
Entering Unmasked Estep 
Score: -20745552.000000 Penalty: 5942.275391
	Iteration 74Q: 3 clusters Score -2.074555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 156994 members 
Entering Unmasked Estep 
Score: -20745544.000000 Penalty: 5942.275391
	Iteration 75Q: 3 clusters Score -2.074554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 156993 members 
Entering Unmasked Estep 
Score: -20745552.000000 Penalty: 5942.275391
	Iteration 76Q: 3 clusters Score -2.074555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 156993 members 
Entering Unmasked Estep 
Score: -20745556.000000 Penalty: 5942.275391
	Iteration 77Q: 3 clusters Score -2.074556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 156994 members 
Entering Unmasked Estep 
Score: -20745560.000000 Penalty: 5942.275391
	Iteration 78Q: 3 clusters Score -2.074556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 156992 members 
Entering Unmasked Estep 
Score: -20745572.000000 Penalty: 5942.275391
	Iteration 79Q: 3 clusters Score -2.074557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 156992 members 
Entering Unmasked Estep 
Score: -20745580.000000 Penalty: 5942.275391
	Iteration 80F: 3 clusters Score -2.074558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 156989 members 
Entering Unmasked Estep 
Score: -20745580.000000 Penalty: 5942.275391
	Iteration 81Q: 3 clusters Score -2.074558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 156989 members 
Entering Unmasked Estep 
Score: -20745566.000000 Penalty: 5942.275391
	Iteration 82Q: 3 clusters Score -2.074557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 156989 members 
Entering Unmasked Estep 
Score: -20745580.000000 Penalty: 5942.275391
	Iteration 83Q: 3 clusters Score -2.074558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 156990 members 
Entering Unmasked Estep 
Score: -20745560.000000 Penalty: 5942.275391
	Iteration 84Q: 3 clusters Score -2.074556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 156991 members 
Entering Unmasked Estep 
Score: -20745566.000000 Penalty: 5942.275391
	Iteration 85Q: 3 clusters Score -2.074557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 156990 members 
Entering Unmasked Estep 
Score: -20745562.000000 Penalty: 5942.275391
	Iteration 86Q: 3 clusters Score -2.074556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 156990 members 
Entering Unmasked Estep 
Score: -20745562.000000 Penalty: 5942.275391
	Iteration 87F: 3 clusters Score -2.074556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -76066.257812 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -76066.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74652.148438 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -74652.15 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -75404.054688 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -75404.05 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -75963.187500 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -75963.19 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -76389.843750 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -76389.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -77013.617188 Penalty: 3238.591797
	Iteration 4F: 3 clusters Score -77013.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -77230.757812 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -77230.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -77245.460938 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -77245.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -77245.460938 Penalty: 3238.591797
	Iteration 7F: 3 clusters Score -77245.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40973 members 
Mstep: Class 5 contains 26422 members 
Mstep: Class 6 contains 20320 members 
Mstep: Class 7 contains 274354 members 
Mstep: Class 8 contains 40263 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6450 members 
Mstep: Class 11 contains 5859 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58297 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159595 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 123 members 
Entering Unmasked Estep 
Score: -90837608.000000 Penalty: 76903.515625
Splitting cluster 21 changes total score from -90838112.000000 to -90837608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -84570.812500 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -84570.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82835.046875 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -82835.05 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -83101.921875 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -83101.92 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83252.281250 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -83252.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83361.328125 Penalty: 3290.778320
	Iteration 3F: 3 clusters Score -83361.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83430.203125 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -83430.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83500.125000 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -83500.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83556.335938 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -83556.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83621.734375 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -83621.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -83668.578125 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -83668.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -83745.742188 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -83745.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -83894.085938 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -83894.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -84067.367188 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -84067.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -84135.195312 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -84135.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -84203.531250 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -84203.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -84336.046875 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -84336.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -84368.843750 Penalty: 3290.778320
	Iteration 15Q: 3 clusters Score -84368.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -84376.750000 Penalty: 3290.778320
	Iteration 16Q: 3 clusters Score -84376.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -84377.484375 Penalty: 3290.778320
	Iteration 17Q: 3 clusters Score -84377.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -84377.484375 Penalty: 3290.778320
	Iteration 18F: 3 clusters Score -84377.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40973 members 
Mstep: Class 5 contains 26422 members 
Mstep: Class 6 contains 20320 members 
Mstep: Class 7 contains 274354 members 
Mstep: Class 8 contains 40263 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6450 members 
Mstep: Class 11 contains 5859 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58297 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159595 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838128.000000 Penalty: 73559.882812
Iteration 159Q: 23 clusters Score -9.083813e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40973 members 
Mstep: Class 5 contains 26422 members 
Mstep: Class 6 contains 20324 members 
Mstep: Class 7 contains 274352 members 
Mstep: Class 8 contains 40262 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6450 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58299 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159582 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838096.000000 Penalty: 73559.882812
Iteration 160F: 23 clusters Score -9.08381e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40973 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20321 members 
Mstep: Class 7 contains 274367 members 
Mstep: Class 8 contains 40261 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6450 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58301 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159564 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838160.000000 Penalty: 73559.882812
Iteration 161Q: 23 clusters Score -9.083816e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40972 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20321 members 
Mstep: Class 7 contains 274376 members 
Mstep: Class 8 contains 40262 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6450 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58300 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159553 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838104.000000 Penalty: 73559.882812
Iteration 162Q: 23 clusters Score -9.08381e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40970 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20320 members 
Mstep: Class 7 contains 274384 members 
Mstep: Class 8 contains 40263 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6450 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13224 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58300 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159540 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838144.000000 Penalty: 73559.882812
Iteration 163Q: 23 clusters Score -9.083814e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40971 members 
Mstep: Class 5 contains 26419 members 
Mstep: Class 6 contains 20319 members 
Mstep: Class 7 contains 274379 members 
Mstep: Class 8 contains 40264 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6451 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 58303 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14769 members 
Mstep: Class 20 contains 159534 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838072.000000 Penalty: 73559.882812
Iteration 164Q: 23 clusters Score -9.083807e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40970 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20321 members 
Mstep: Class 7 contains 274381 members 
Mstep: Class 8 contains 40264 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6453 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13225 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 58305 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14768 members 
Mstep: Class 20 contains 159522 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838096.000000 Penalty: 73559.882812
Iteration 165Q: 23 clusters Score -9.08381e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40969 members 
Mstep: Class 5 contains 26419 members 
Mstep: Class 6 contains 20321 members 
Mstep: Class 7 contains 274382 members 
Mstep: Class 8 contains 40265 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6455 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 58307 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14768 members 
Mstep: Class 20 contains 159513 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838112.000000 Penalty: 73559.882812
Iteration 166Q: 23 clusters Score -9.083811e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40969 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20321 members 
Mstep: Class 7 contains 274390 members 
Mstep: Class 8 contains 40265 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6455 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 58309 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14768 members 
Mstep: Class 20 contains 159497 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838048.000000 Penalty: 73559.882812
Iteration 167Q: 23 clusters Score -9.083805e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40968 members 
Mstep: Class 5 contains 26418 members 
Mstep: Class 6 contains 20318 members 
Mstep: Class 7 contains 274417 members 
Mstep: Class 8 contains 40265 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6456 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 58309 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14771 members 
Mstep: Class 20 contains 159469 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838104.000000 Penalty: 73559.882812
Iteration 168Q: 23 clusters Score -9.08381e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40966 members 
Mstep: Class 5 contains 26419 members 
Mstep: Class 6 contains 20317 members 
Mstep: Class 7 contains 274442 members 
Mstep: Class 8 contains 40267 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6459 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5428 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 58308 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14771 members 
Mstep: Class 20 contains 159441 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838096.000000 Penalty: 73559.882812
Iteration 169Q: 23 clusters Score -9.08381e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40963 members 
Mstep: Class 5 contains 26417 members 
Mstep: Class 6 contains 20314 members 
Mstep: Class 7 contains 274459 members 
Mstep: Class 8 contains 40268 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6459 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5428 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 58306 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14772 members 
Mstep: Class 20 contains 159427 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838072.000000 Penalty: 73559.882812
Iteration 170Q: 23 clusters Score -9.083807e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40959 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20313 members 
Mstep: Class 7 contains 274476 members 
Mstep: Class 8 contains 40268 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6459 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5428 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 58304 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14771 members 
Mstep: Class 20 contains 159410 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838008.000000 Penalty: 73559.882812
Iteration 171Q: 23 clusters Score -9.083801e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40957 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20312 members 
Mstep: Class 7 contains 274482 members 
Mstep: Class 8 contains 40268 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6460 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 58302 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14771 members 
Mstep: Class 20 contains 159401 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837992.000000 Penalty: 73559.882812
Iteration 172Q: 23 clusters Score -9.083799e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40953 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20309 members 
Mstep: Class 7 contains 274496 members 
Mstep: Class 8 contains 40268 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6461 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 58303 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14772 members 
Mstep: Class 20 contains 159386 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838000.000000 Penalty: 73559.882812
Iteration 173Q: 23 clusters Score -9.0838e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40954 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20307 members 
Mstep: Class 7 contains 274504 members 
Mstep: Class 8 contains 40267 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6463 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 58302 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14771 members 
Mstep: Class 20 contains 159375 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837968.000000 Penalty: 73559.882812
Iteration 174Q: 23 clusters Score -9.083797e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40954 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20311 members 
Mstep: Class 7 contains 274510 members 
Mstep: Class 8 contains 40268 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6463 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 58304 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14770 members 
Mstep: Class 20 contains 159360 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837944.000000 Penalty: 73559.882812
Iteration 175Q: 23 clusters Score -9.083794e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40955 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20312 members 
Mstep: Class 7 contains 274522 members 
Mstep: Class 8 contains 40268 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6464 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 58302 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14767 members 
Mstep: Class 20 contains 159352 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837920.000000 Penalty: 73559.882812
Iteration 176Q: 23 clusters Score -9.083792e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40954 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20315 members 
Mstep: Class 7 contains 274531 members 
Mstep: Class 8 contains 40268 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6466 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 58300 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14767 members 
Mstep: Class 20 contains 159342 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837968.000000 Penalty: 73559.882812
Iteration 177Q: 23 clusters Score -9.083797e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40953 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20317 members 
Mstep: Class 7 contains 274550 members 
Mstep: Class 8 contains 40268 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6470 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58300 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 159324 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837936.000000 Penalty: 73559.882812
Iteration 178Q: 23 clusters Score -9.083794e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40952 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20317 members 
Mstep: Class 7 contains 274570 members 
Mstep: Class 8 contains 40268 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6474 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 58300 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 159303 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838016.000000 Penalty: 73559.882812
Iteration 179Q: 23 clusters Score -9.083802e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40952 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20314 members 
Mstep: Class 7 contains 274590 members 
Mstep: Class 8 contains 40268 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6474 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 58303 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 159283 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838064.000000 Penalty: 73559.882812
Iteration 180F: 23 clusters Score -9.083806e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40953 members 
Mstep: Class 5 contains 26419 members 
Mstep: Class 6 contains 20313 members 
Mstep: Class 7 contains 274609 members 
Mstep: Class 8 contains 40268 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6476 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 58300 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14754 members 
Mstep: Class 20 contains 159270 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838016.000000 Penalty: 73559.882812
Iteration 181Q: 23 clusters Score -9.083802e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40954 members 
Mstep: Class 5 contains 26418 members 
Mstep: Class 6 contains 20310 members 
Mstep: Class 7 contains 274633 members 
Mstep: Class 8 contains 40268 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6477 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 58297 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14752 members 
Mstep: Class 20 contains 159248 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838040.000000 Penalty: 73559.882812
Iteration 182Q: 23 clusters Score -9.083804e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40955 members 
Mstep: Class 5 contains 26418 members 
Mstep: Class 6 contains 20312 members 
Mstep: Class 7 contains 274648 members 
Mstep: Class 8 contains 40265 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6477 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5288 members 
Mstep: Class 17 contains 58296 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14751 members 
Mstep: Class 20 contains 159231 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838032.000000 Penalty: 73559.882812
Iteration 183Q: 23 clusters Score -9.083803e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40953 members 
Mstep: Class 5 contains 26419 members 
Mstep: Class 6 contains 20311 members 
Mstep: Class 7 contains 274668 members 
Mstep: Class 8 contains 40267 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6477 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5286 members 
Mstep: Class 17 contains 58295 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14750 members 
Mstep: Class 20 contains 159210 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838056.000000 Penalty: 73559.882812
Iteration 184Q: 23 clusters Score -9.083806e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 706 members 
Mstep: Class 4 contains 40953 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20310 members 
Mstep: Class 7 contains 274683 members 
Mstep: Class 8 contains 40265 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6477 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13237 members 
Mstep: Class 16 contains 5285 members 
Mstep: Class 17 contains 58293 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14748 members 
Mstep: Class 20 contains 159200 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837984.000000 Penalty: 73559.882812
Iteration 185Q: 23 clusters Score -9.083798e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40952 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20310 members 
Mstep: Class 7 contains 274704 members 
Mstep: Class 8 contains 40266 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6478 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13238 members 
Mstep: Class 16 contains 5286 members 
Mstep: Class 17 contains 58291 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14749 members 
Mstep: Class 20 contains 159180 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838000.000000 Penalty: 73559.882812
Iteration 186Q: 23 clusters Score -9.0838e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40953 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20311 members 
Mstep: Class 7 contains 274719 members 
Mstep: Class 8 contains 40266 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6478 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13238 members 
Mstep: Class 16 contains 5286 members 
Mstep: Class 17 contains 58287 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14749 members 
Mstep: Class 20 contains 159165 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837944.000000 Penalty: 73559.882812
Iteration 187Q: 23 clusters Score -9.083794e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40954 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20310 members 
Mstep: Class 7 contains 274740 members 
Mstep: Class 8 contains 40265 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6478 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5431 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13238 members 
Mstep: Class 16 contains 5286 members 
Mstep: Class 17 contains 58283 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14748 members 
Mstep: Class 20 contains 159145 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837992.000000 Penalty: 73559.882812
Iteration 188Q: 23 clusters Score -9.083799e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40955 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20314 members 
Mstep: Class 7 contains 274748 members 
Mstep: Class 8 contains 40261 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6478 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5432 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5286 members 
Mstep: Class 17 contains 58283 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14746 members 
Mstep: Class 20 contains 159126 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838000.000000 Penalty: 73559.882812
Iteration 189Q: 23 clusters Score -9.0838e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40955 members 
Mstep: Class 5 contains 26424 members 
Mstep: Class 6 contains 20311 members 
Mstep: Class 7 contains 274766 members 
Mstep: Class 8 contains 40263 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6478 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13238 members 
Mstep: Class 16 contains 5286 members 
Mstep: Class 17 contains 58283 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 20 contains 159101 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838008.000000 Penalty: 73559.882812
Iteration 190Q: 23 clusters Score -9.083801e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40955 members 
Mstep: Class 5 contains 26425 members 
Mstep: Class 6 contains 20306 members 
Mstep: Class 7 contains 274788 members 
Mstep: Class 8 contains 40261 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6479 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13237 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 58283 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 159082 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837936.000000 Penalty: 73559.882812
Iteration 191Q: 23 clusters Score -9.083794e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40954 members 
Mstep: Class 5 contains 26424 members 
Mstep: Class 6 contains 20307 members 
Mstep: Class 7 contains 274804 members 
Mstep: Class 8 contains 40261 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6481 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 58281 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 159065 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837920.000000 Penalty: 73559.882812
Iteration 192Q: 23 clusters Score -9.083792e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40956 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20305 members 
Mstep: Class 7 contains 274825 members 
Mstep: Class 8 contains 40261 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6483 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 5431 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 58278 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159040 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837960.000000 Penalty: 73559.882812
Iteration 193Q: 23 clusters Score -9.083796e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40957 members 
Mstep: Class 5 contains 26424 members 
Mstep: Class 6 contains 20305 members 
Mstep: Class 7 contains 274848 members 
Mstep: Class 8 contains 40265 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6484 members 
Mstep: Class 11 contains 5861 members 
Mstep: Class 12 contains 5432 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 58274 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14738 members 
Mstep: Class 20 contains 159013 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837984.000000 Penalty: 73559.882812
Iteration 194Q: 23 clusters Score -9.083798e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40955 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20306 members 
Mstep: Class 7 contains 274867 members 
Mstep: Class 8 contains 40265 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6484 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5431 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 58273 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14738 members 
Mstep: Class 20 contains 158983 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838024.000000 Penalty: 73559.882812
Iteration 195Q: 23 clusters Score -9.083802e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40953 members 
Mstep: Class 5 contains 26425 members 
Mstep: Class 6 contains 20307 members 
Mstep: Class 7 contains 274896 members 
Mstep: Class 8 contains 40266 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6485 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5432 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 58269 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14741 members 
Mstep: Class 20 contains 158949 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837984.000000 Penalty: 73559.882812
Iteration 196Q: 23 clusters Score -9.083798e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40948 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20306 members 
Mstep: Class 7 contains 274924 members 
Mstep: Class 8 contains 40269 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 10 contains 6487 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5432 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 58269 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 158922 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838024.000000 Penalty: 73559.882812
Iteration 197Q: 23 clusters Score -9.083802e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40945 members 
Mstep: Class 5 contains 26424 members 
Mstep: Class 6 contains 20299 members 
Mstep: Class 7 contains 274959 members 
Mstep: Class 8 contains 40269 members 
Mstep: Class 9 contains 1352 members 
Mstep: Class 10 contains 6488 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5432 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 58266 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 158893 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838056.000000 Penalty: 73559.882812
Iteration 198Q: 23 clusters Score -9.083806e+07 nChanged 115
Entering ConstructFrom: 
Score: -90838056.000000 Penalty: 73559.882812
Entering ConstructFrom: 
Trying to split cluster 1 (35852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Entering Unmasked Estep 
Score: -4520819.000000 Penalty: 2600.814453
	Iteration 0F: 2 clusters Score -4520819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -4496470.500000 Penalty: 5201.628906
	Iteration 0F: 3 clusters Score -4496470 nChanged 16274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -4505760.500000 Penalty: 5201.628906
	Iteration 1F: 3 clusters Score -4505760 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -4506901.500000 Penalty: 5201.628906
	Iteration 2F: 3 clusters Score -4506902 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -4508418.500000 Penalty: 5201.628906
	Iteration 3F: 3 clusters Score -4508418 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -4510104.500000 Penalty: 5201.628906
	Iteration 4F: 3 clusters Score -4510104 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -4511533.000000 Penalty: 5201.628906
	Iteration 5F: 3 clusters Score -4511533 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -4512726.500000 Penalty: 5201.628906
	Iteration 6F: 3 clusters Score -4512726 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -4513689.500000 Penalty: 5201.628906
	Iteration 7F: 3 clusters Score -4513690 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -4514484.500000 Penalty: 5201.628906
	Iteration 8Q: 3 clusters Score -4514484 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -4515213.000000 Penalty: 5201.628906
	Iteration 9Q: 3 clusters Score -4515213 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -4515746.500000 Penalty: 5201.628906
	Iteration 10Q: 3 clusters Score -4515746 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -4516169.500000 Penalty: 5201.628906
	Iteration 11Q: 3 clusters Score -4516170 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -4516489.500000 Penalty: 5201.628906
	Iteration 12Q: 3 clusters Score -4516490 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -4516739.500000 Penalty: 5201.628906
	Iteration 13Q: 3 clusters Score -4516740 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -4516953.000000 Penalty: 5201.628906
	Iteration 14Q: 3 clusters Score -4516953 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -4517125.500000 Penalty: 5201.628906
	Iteration 15Q: 3 clusters Score -4517126 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -4517268.000000 Penalty: 5201.628906
	Iteration 16Q: 3 clusters Score -4517268 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -4517385.500000 Penalty: 5201.628906
	Iteration 17Q: 3 clusters Score -4517386 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -4517492.500000 Penalty: 5201.628906
	Iteration 18Q: 3 clusters Score -4517492 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -4517609.000000 Penalty: 5201.628906
	Iteration 19Q: 3 clusters Score -4517609 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -4517726.500000 Penalty: 5201.628906
	Iteration 20F: 3 clusters Score -4517726 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -4517861.000000 Penalty: 5201.628906
	Iteration 21Q: 3 clusters Score -4517861 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -4518001.500000 Penalty: 5201.628906
	Iteration 22Q: 3 clusters Score -4518002 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -4518166.000000 Penalty: 5201.628906
	Iteration 23Q: 3 clusters Score -4518166 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -4518304.000000 Penalty: 5201.628906
	Iteration 24Q: 3 clusters Score -4518304 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -4518492.500000 Penalty: 5201.628906
	Iteration 25Q: 3 clusters Score -4518492 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -4518648.500000 Penalty: 5201.628906
	Iteration 26Q: 3 clusters Score -4518648 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -4518777.500000 Penalty: 5201.628906
	Iteration 27Q: 3 clusters Score -4518778 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -4518907.500000 Penalty: 5201.628906
	Iteration 28Q: 3 clusters Score -4518908 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -4519016.000000 Penalty: 5201.628906
	Iteration 29Q: 3 clusters Score -4519016 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -4519125.000000 Penalty: 5201.628906
	Iteration 30Q: 3 clusters Score -4519125 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -4519212.500000 Penalty: 5201.628906
	Iteration 31Q: 3 clusters Score -4519212 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -4519301.000000 Penalty: 5201.628906
	Iteration 32Q: 3 clusters Score -4519301 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -4519400.000000 Penalty: 5201.628906
	Iteration 33Q: 3 clusters Score -4519400 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -4519462.000000 Penalty: 5201.628906
	Iteration 34Q: 3 clusters Score -4519462 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -4519482.500000 Penalty: 5201.628906
	Iteration 35Q: 3 clusters Score -4519482 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -4519501.000000 Penalty: 5201.628906
	Iteration 36Q: 3 clusters Score -4519501 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -4519516.000000 Penalty: 5201.628906
	Iteration 37Q: 3 clusters Score -4519516 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -4519543.000000 Penalty: 5201.628906
	Iteration 38Q: 3 clusters Score -4519543 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -4519551.500000 Penalty: 5201.628906
	Iteration 39Q: 3 clusters Score -4519552 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -4519569.500000 Penalty: 5201.628906
	Iteration 40F: 3 clusters Score -4519570 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -4519576.000000 Penalty: 5201.628906
	Iteration 41Q: 3 clusters Score -4519576 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -4519571.000000 Penalty: 5201.628906
	Iteration 42Q: 3 clusters Score -4519571 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -4519578.500000 Penalty: 5201.628906
	Iteration 43Q: 3 clusters Score -4519578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -4519590.000000 Penalty: 5201.628906
	Iteration 44Q: 3 clusters Score -4519590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -4519605.000000 Penalty: 5201.628906
	Iteration 45Q: 3 clusters Score -4519605 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -4519607.500000 Penalty: 5201.628906
	Iteration 46Q: 3 clusters Score -4519608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -4519622.000000 Penalty: 5201.628906
	Iteration 47Q: 3 clusters Score -4519622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -4519625.000000 Penalty: 5201.628906
	Iteration 48Q: 3 clusters Score -4519625 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -4519624.000000 Penalty: 5201.628906
	Iteration 49Q: 3 clusters Score -4519624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -4519640.500000 Penalty: 5201.628906
	Iteration 50Q: 3 clusters Score -4519640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -4519631.500000 Penalty: 5201.628906
	Iteration 51Q: 3 clusters Score -4519632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -4519630.500000 Penalty: 5201.628906
	Iteration 52Q: 3 clusters Score -4519630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -4519620.000000 Penalty: 5201.628906
	Iteration 53Q: 3 clusters Score -4519620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4519633.000000 Penalty: 5201.628906
	Iteration 54Q: 3 clusters Score -4519633 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -4519656.000000 Penalty: 5201.628906
	Iteration 55Q: 3 clusters Score -4519656 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -4519661.000000 Penalty: 5201.628906
	Iteration 56Q: 3 clusters Score -4519661 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -4519666.500000 Penalty: 5201.628906
	Iteration 57Q: 3 clusters Score -4519666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -4519693.000000 Penalty: 5201.628906
	Iteration 58Q: 3 clusters Score -4519693 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -4519691.000000 Penalty: 5201.628906
	Iteration 59Q: 3 clusters Score -4519691 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -4519707.500000 Penalty: 5201.628906
	Iteration 60F: 3 clusters Score -4519708 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -4519732.500000 Penalty: 5201.628906
	Iteration 61Q: 3 clusters Score -4519732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -4519728.500000 Penalty: 5201.628906
	Iteration 62Q: 3 clusters Score -4519728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -4519740.000000 Penalty: 5201.628906
	Iteration 63Q: 3 clusters Score -4519740 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -4519757.500000 Penalty: 5201.628906
	Iteration 64Q: 3 clusters Score -4519758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -4519760.500000 Penalty: 5201.628906
	Iteration 65Q: 3 clusters Score -4519760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -4519778.000000 Penalty: 5201.628906
	Iteration 66Q: 3 clusters Score -4519778 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -4519787.000000 Penalty: 5201.628906
	Iteration 67Q: 3 clusters Score -4519787 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -4519797.500000 Penalty: 5201.628906
	Iteration 68Q: 3 clusters Score -4519798 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -4519808.000000 Penalty: 5201.628906
	Iteration 69Q: 3 clusters Score -4519808 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -4519831.500000 Penalty: 5201.628906
	Iteration 70Q: 3 clusters Score -4519832 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -4519857.500000 Penalty: 5201.628906
	Iteration 71Q: 3 clusters Score -4519858 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -4519893.000000 Penalty: 5201.628906
	Iteration 72Q: 3 clusters Score -4519893 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -4519931.500000 Penalty: 5201.628906
	Iteration 73Q: 3 clusters Score -4519932 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -4519931.000000 Penalty: 5201.628906
	Iteration 74Q: 3 clusters Score -4519931 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4519977.500000 Penalty: 5201.628906
	Iteration 75Q: 3 clusters Score -4519978 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -4519988.500000 Penalty: 5201.628906
	Iteration 76Q: 3 clusters Score -4519988 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -4520009.500000 Penalty: 5201.628906
	Iteration 77Q: 3 clusters Score -4520010 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -4520034.000000 Penalty: 5201.628906
	Iteration 78Q: 3 clusters Score -4520034 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -4520055.000000 Penalty: 5201.628906
	Iteration 79Q: 3 clusters Score -4520055 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -4520083.000000 Penalty: 5201.628906
	Iteration 80F: 3 clusters Score -4520083 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -4520101.000000 Penalty: 5201.628906
	Iteration 81Q: 3 clusters Score -4520101 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -4520126.500000 Penalty: 5201.628906
	Iteration 82Q: 3 clusters Score -4520126 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -4520165.500000 Penalty: 5201.628906
	Iteration 83Q: 3 clusters Score -4520166 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -4520175.500000 Penalty: 5201.628906
	Iteration 84Q: 3 clusters Score -4520176 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -4520199.000000 Penalty: 5201.628906
	Iteration 85Q: 3 clusters Score -4520199 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -4520218.000000 Penalty: 5201.628906
	Iteration 86Q: 3 clusters Score -4520218 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -4520248.500000 Penalty: 5201.628906
	Iteration 87Q: 3 clusters Score -4520248 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -4520279.000000 Penalty: 5201.628906
	Iteration 88Q: 3 clusters Score -4520279 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -4520329.500000 Penalty: 5201.628906
	Iteration 89Q: 3 clusters Score -4520330 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -4520383.500000 Penalty: 5201.628906
	Iteration 90Q: 3 clusters Score -4520384 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -4520423.500000 Penalty: 5201.628906
	Iteration 91Q: 3 clusters Score -4520424 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -4520470.000000 Penalty: 5201.628906
	Iteration 92Q: 3 clusters Score -4520470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -4520496.500000 Penalty: 5201.628906
	Iteration 93Q: 3 clusters Score -4520496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -4520511.500000 Penalty: 5201.628906
	Iteration 94Q: 3 clusters Score -4520512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -4520529.500000 Penalty: 5201.628906
	Iteration 95Q: 3 clusters Score -4520530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -4520527.000000 Penalty: 5201.628906
	Iteration 96Q: 3 clusters Score -4520527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -4520533.500000 Penalty: 5201.628906
	Iteration 97Q: 3 clusters Score -4520534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -4520531.500000 Penalty: 5201.628906
	Iteration 98Q: 3 clusters Score -4520532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -4520532.500000 Penalty: 5201.628906
	Iteration 99Q: 3 clusters Score -4520532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -4520533.000000 Penalty: 5201.628906
	Iteration 100F: 3 clusters Score -4520533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -4520529.000000 Penalty: 5201.628906
	Iteration 101Q: 3 clusters Score -4520529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -4520529.000000 Penalty: 5201.628906
	Iteration 102F: 3 clusters Score -4520529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -328939.937500 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -328939.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -325864.437500 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -325864.4 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -326498.531250 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -326498.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -326705.718750 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -326705.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -326830.812500 Penalty: 3908.503906
	Iteration 3F: 3 clusters Score -326830.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -326968.593750 Penalty: 3908.503906
	Iteration 4Q: 3 clusters Score -326968.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -327137.000000 Penalty: 3908.503906
	Iteration 5Q: 3 clusters Score -327137 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -327373.125000 Penalty: 3908.503906
	Iteration 6Q: 3 clusters Score -327373.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -327686.156250 Penalty: 3908.503906
	Iteration 7F: 3 clusters Score -327686.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -328099.375000 Penalty: 3908.503906
	Iteration 8F: 3 clusters Score -328099.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -328489.531250 Penalty: 3908.503906
	Iteration 9F: 3 clusters Score -328489.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -328837.250000 Penalty: 3908.503906
	Iteration 10F: 3 clusters Score -328837.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -329038.093750 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -329038.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -329215.468750 Penalty: 3908.503906
	Iteration 12Q: 3 clusters Score -329215.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -329345.281250 Penalty: 3908.503906
	Iteration 13Q: 3 clusters Score -329345.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -329409.593750 Penalty: 3908.503906
	Iteration 14Q: 3 clusters Score -329409.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -329444.750000 Penalty: 3908.503906
	Iteration 15Q: 3 clusters Score -329444.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -329455.312500 Penalty: 3908.503906
	Iteration 16Q: 3 clusters Score -329455.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -329462.125000 Penalty: 3908.503906
	Iteration 17Q: 3 clusters Score -329462.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -329472.125000 Penalty: 3908.503906
	Iteration 18Q: 3 clusters Score -329472.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -329480.187500 Penalty: 3908.503906
	Iteration 19Q: 3 clusters Score -329480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -329485.750000 Penalty: 3908.503906
	Iteration 20F: 3 clusters Score -329485.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -329486.562500 Penalty: 3908.503906
	Iteration 21Q: 3 clusters Score -329486.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -329486.562500 Penalty: 3908.503906
	Iteration 22F: 3 clusters Score -329486.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 2159 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40944 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20299 members 
Mstep: Class 7 contains 274984 members 
Mstep: Class 8 contains 40268 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6489 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5432 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 58265 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14748 members 
Mstep: Class 20 contains 158858 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 485 members 
Entering Unmasked Estep 
Score: -90837328.000000 Penalty: 76903.515625
Splitting cluster 2 changes total score from -90838056.000000 to -90837328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -70319.726562 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -70319.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68689.367188 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -68689.37 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68973.257812 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -68973.26 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69090.812500 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -69090.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69161.453125 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -69161.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69191.960938 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -69191.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69215.257812 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -69215.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69237.109375 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -69237.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69277.835938 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -69277.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69314.085938 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -69314.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69363.328125 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -69363.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69417.906250 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -69417.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69444.757812 Penalty: 3252.866211
	Iteration 11Q: 3 clusters Score -69444.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -69468.507812 Penalty: 3252.866211
	Iteration 12Q: 3 clusters Score -69468.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69486.664062 Penalty: 3252.866211
	Iteration 13Q: 3 clusters Score -69486.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69497.554688 Penalty: 3252.866211
	Iteration 14Q: 3 clusters Score -69497.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -69501.039062 Penalty: 3252.866211
	Iteration 15Q: 3 clusters Score -69501.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -69503.953125 Penalty: 3252.866211
	Iteration 16Q: 3 clusters Score -69503.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -69503.953125 Penalty: 3252.866211
	Iteration 17F: 3 clusters Score -69503.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Entering Unmasked Estep 
Score: -5339034.500000 Penalty: 2633.750244
	Iteration 0F: 2 clusters Score -5339034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -5311306.000000 Penalty: 5267.500488
	Iteration 0F: 3 clusters Score -5311306 nChanged 18813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -5321494.500000 Penalty: 5267.500488
	Iteration 1F: 3 clusters Score -5321494 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -5322020.500000 Penalty: 5267.500488
	Iteration 2Q: 3 clusters Score -5322020 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -5322596.000000 Penalty: 5267.500488
	Iteration 3Q: 3 clusters Score -5322596 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -5323234.000000 Penalty: 5267.500488
	Iteration 4Q: 3 clusters Score -5323234 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -5324150.500000 Penalty: 5267.500488
	Iteration 5Q: 3 clusters Score -5324150 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -5325416.000000 Penalty: 5267.500488
	Iteration 6F: 3 clusters Score -5325416 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -5326981.000000 Penalty: 5267.500488
	Iteration 7F: 3 clusters Score -5326981 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -5328842.000000 Penalty: 5267.500488
	Iteration 8F: 3 clusters Score -5328842 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -5330696.500000 Penalty: 5267.500488
	Iteration 9F: 3 clusters Score -5330696 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -5332406.000000 Penalty: 5267.500488
	Iteration 10F: 3 clusters Score -5332406 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -5333780.000000 Penalty: 5267.500488
	Iteration 11Q: 3 clusters Score -5333780 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -5334746.000000 Penalty: 5267.500488
	Iteration 12Q: 3 clusters Score -5334746 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -5335474.000000 Penalty: 5267.500488
	Iteration 13Q: 3 clusters Score -5335474 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -5335907.500000 Penalty: 5267.500488
	Iteration 14Q: 3 clusters Score -5335908 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -5336205.000000 Penalty: 5267.500488
	Iteration 15Q: 3 clusters Score -5336205 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5336393.500000 Penalty: 5267.500488
	Iteration 16Q: 3 clusters Score -5336394 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -5336527.000000 Penalty: 5267.500488
	Iteration 17Q: 3 clusters Score -5336527 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5336630.500000 Penalty: 5267.500488
	Iteration 18Q: 3 clusters Score -5336630 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -5336698.500000 Penalty: 5267.500488
	Iteration 19Q: 3 clusters Score -5336698 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5336778.500000 Penalty: 5267.500488
	Iteration 20F: 3 clusters Score -5336778 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5336821.500000 Penalty: 5267.500488
	Iteration 21Q: 3 clusters Score -5336822 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5336857.500000 Penalty: 5267.500488
	Iteration 22Q: 3 clusters Score -5336858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5336874.000000 Penalty: 5267.500488
	Iteration 23Q: 3 clusters Score -5336874 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5336893.000000 Penalty: 5267.500488
	Iteration 24Q: 3 clusters Score -5336893 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5336917.000000 Penalty: 5267.500488
	Iteration 25Q: 3 clusters Score -5336917 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5336927.000000 Penalty: 5267.500488
	Iteration 26Q: 3 clusters Score -5336927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5336942.000000 Penalty: 5267.500488
	Iteration 27Q: 3 clusters Score -5336942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5336956.000000 Penalty: 5267.500488
	Iteration 28Q: 3 clusters Score -5336956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5336974.000000 Penalty: 5267.500488
	Iteration 29Q: 3 clusters Score -5336974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5336978.500000 Penalty: 5267.500488
	Iteration 30Q: 3 clusters Score -5336978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5336987.000000 Penalty: 5267.500488
	Iteration 31Q: 3 clusters Score -5336987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5336995.500000 Penalty: 5267.500488
	Iteration 32Q: 3 clusters Score -5336996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5336996.500000 Penalty: 5267.500488
	Iteration 33Q: 3 clusters Score -5336996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5337002.000000 Penalty: 5267.500488
	Iteration 34Q: 3 clusters Score -5337002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5337012.500000 Penalty: 5267.500488
	Iteration 35Q: 3 clusters Score -5337012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5337021.000000 Penalty: 5267.500488
	Iteration 36Q: 3 clusters Score -5337021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5337019.000000 Penalty: 5267.500488
	Iteration 37Q: 3 clusters Score -5337019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5337020.500000 Penalty: 5267.500488
	Iteration 38Q: 3 clusters Score -5337020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5337024.000000 Penalty: 5267.500488
	Iteration 39Q: 3 clusters Score -5337024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5337026.000000 Penalty: 5267.500488
	Iteration 40F: 3 clusters Score -5337026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5337035.000000 Penalty: 5267.500488
	Iteration 41Q: 3 clusters Score -5337035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5337028.000000 Penalty: 5267.500488
	Iteration 42Q: 3 clusters Score -5337028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5337030.500000 Penalty: 5267.500488
	Iteration 43Q: 3 clusters Score -5337030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5337030.500000 Penalty: 5267.500488
	Iteration 44F: 3 clusters Score -5337030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Entering Unmasked Estep 
Score: -3189222.000000 Penalty: 2525.105225
	Iteration 0F: 2 clusters Score -3189222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -3171004.250000 Penalty: 5050.210449
	Iteration 0F: 3 clusters Score -3171004 nChanged 11895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -3177356.500000 Penalty: 5050.210449
	Iteration 1F: 3 clusters Score -3177356 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3177868.750000 Penalty: 5050.210449
	Iteration 2Q: 3 clusters Score -3177869 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3178456.000000 Penalty: 5050.210449
	Iteration 3Q: 3 clusters Score -3178456 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -3179241.500000 Penalty: 5050.210449
	Iteration 4F: 3 clusters Score -3179242 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -3180330.500000 Penalty: 5050.210449
	Iteration 5F: 3 clusters Score -3180330 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -3181750.000000 Penalty: 5050.210449
	Iteration 6F: 3 clusters Score -3181750 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3183329.000000 Penalty: 5050.210449
	Iteration 7F: 3 clusters Score -3183329 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3184751.000000 Penalty: 5050.210449
	Iteration 8F: 3 clusters Score -3184751 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3185757.000000 Penalty: 5050.210449
	Iteration 9Q: 3 clusters Score -3185757 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3186355.250000 Penalty: 5050.210449
	Iteration 10Q: 3 clusters Score -3186355 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3186653.500000 Penalty: 5050.210449
	Iteration 11Q: 3 clusters Score -3186654 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3186838.000000 Penalty: 5050.210449
	Iteration 12Q: 3 clusters Score -3186838 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3186941.000000 Penalty: 5050.210449
	Iteration 13Q: 3 clusters Score -3186941 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3187003.250000 Penalty: 5050.210449
	Iteration 14Q: 3 clusters Score -3187003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3187040.750000 Penalty: 5050.210449
	Iteration 15Q: 3 clusters Score -3187041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3187065.250000 Penalty: 5050.210449
	Iteration 16Q: 3 clusters Score -3187065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3187079.000000 Penalty: 5050.210449
	Iteration 17Q: 3 clusters Score -3187079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3187093.750000 Penalty: 5050.210449
	Iteration 18Q: 3 clusters Score -3187094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3187102.000000 Penalty: 5050.210449
	Iteration 19Q: 3 clusters Score -3187102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3187105.750000 Penalty: 5050.210449
	Iteration 20F: 3 clusters Score -3187106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3187112.500000 Penalty: 5050.210449
	Iteration 21Q: 3 clusters Score -3187112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3187116.000000 Penalty: 5050.210449
	Iteration 22Q: 3 clusters Score -3187116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3187116.000000 Penalty: 5050.210449
	Iteration 23Q: 3 clusters Score -3187116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3187119.000000 Penalty: 5050.210449
	Iteration 24Q: 3 clusters Score -3187119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3187119.000000 Penalty: 5050.210449
	Iteration 25F: 3 clusters Score -3187119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Entering Unmasked Estep 
Score: -2686634.750000 Penalty: 2459.745117
	Iteration 0F: 2 clusters Score -2686635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2672326.750000 Penalty: 4919.490234
	Iteration 0F: 3 clusters Score -2672327 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2677091.500000 Penalty: 4919.490234
	Iteration 1F: 3 clusters Score -2677092 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2677492.500000 Penalty: 4919.490234
	Iteration 2F: 3 clusters Score -2677492 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2677781.000000 Penalty: 4919.490234
	Iteration 3Q: 3 clusters Score -2677781 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2678014.500000 Penalty: 4919.490234
	Iteration 4Q: 3 clusters Score -2678014 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2678226.750000 Penalty: 4919.490234
	Iteration 5Q: 3 clusters Score -2678227 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2678456.250000 Penalty: 4919.490234
	Iteration 6Q: 3 clusters Score -2678456 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2678708.500000 Penalty: 4919.490234
	Iteration 7Q: 3 clusters Score -2678708 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2679055.000000 Penalty: 4919.490234
	Iteration 8Q: 3 clusters Score -2679055 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2679506.250000 Penalty: 4919.490234
	Iteration 9Q: 3 clusters Score -2679506 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2680124.500000 Penalty: 4919.490234
	Iteration 10Q: 3 clusters Score -2680124 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2680954.500000 Penalty: 4919.490234
	Iteration 11F: 3 clusters Score -2680954 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2681854.500000 Penalty: 4919.490234
	Iteration 12F: 3 clusters Score -2681854 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2682780.750000 Penalty: 4919.490234
	Iteration 13Q: 3 clusters Score -2682781 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2683597.500000 Penalty: 4919.490234
	Iteration 14Q: 3 clusters Score -2683598 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2684030.250000 Penalty: 4919.490234
	Iteration 15Q: 3 clusters Score -2684030 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2684224.500000 Penalty: 4919.490234
	Iteration 16Q: 3 clusters Score -2684224 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2684345.500000 Penalty: 4919.490234
	Iteration 17Q: 3 clusters Score -2684346 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2684405.500000 Penalty: 4919.490234
	Iteration 18Q: 3 clusters Score -2684406 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2684432.500000 Penalty: 4919.490234
	Iteration 19Q: 3 clusters Score -2684432 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2684451.000000 Penalty: 4919.490234
	Iteration 20F: 3 clusters Score -2684451 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2684460.750000 Penalty: 4919.490234
	Iteration 21Q: 3 clusters Score -2684461 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2684467.250000 Penalty: 4919.490234
	Iteration 22Q: 3 clusters Score -2684467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2684470.750000 Penalty: 4919.490234
	Iteration 23Q: 3 clusters Score -2684471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2684472.500000 Penalty: 4919.490234
	Iteration 24Q: 3 clusters Score -2684472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2684487.250000 Penalty: 4919.490234
	Iteration 25Q: 3 clusters Score -2684487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2684493.250000 Penalty: 4919.490234
	Iteration 26Q: 3 clusters Score -2684493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2684498.750000 Penalty: 4919.490234
	Iteration 27Q: 3 clusters Score -2684499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2684492.250000 Penalty: 4919.490234
	Iteration 28Q: 3 clusters Score -2684492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2684490.250000 Penalty: 4919.490234
	Iteration 29Q: 3 clusters Score -2684490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2684498.500000 Penalty: 4919.490234
	Iteration 30Q: 3 clusters Score -2684498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2684503.000000 Penalty: 4919.490234
	Iteration 31Q: 3 clusters Score -2684503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2684498.750000 Penalty: 4919.490234
	Iteration 32Q: 3 clusters Score -2684499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2684495.500000 Penalty: 4919.490234
	Iteration 33Q: 3 clusters Score -2684496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2684499.500000 Penalty: 4919.490234
	Iteration 34Q: 3 clusters Score -2684500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2684502.250000 Penalty: 4919.490234
	Iteration 35Q: 3 clusters Score -2684502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2684499.000000 Penalty: 4919.490234
	Iteration 36Q: 3 clusters Score -2684499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2684499.500000 Penalty: 4919.490234
	Iteration 37Q: 3 clusters Score -2684500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2684502.750000 Penalty: 4919.490234
	Iteration 38Q: 3 clusters Score -2684503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2684501.500000 Penalty: 4919.490234
	Iteration 39Q: 3 clusters Score -2684502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2684502.250000 Penalty: 4919.490234
	Iteration 40F: 3 clusters Score -2684502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2684502.250000 Penalty: 4919.490234
	Iteration 41Q: 3 clusters Score -2684502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2684500.000000 Penalty: 4919.490234
	Iteration 42Q: 3 clusters Score -2684500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2684502.500000 Penalty: 4919.490234
	Iteration 43Q: 3 clusters Score -2684502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2684503.750000 Penalty: 4919.490234
	Iteration 44Q: 3 clusters Score -2684504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2684503.750000 Penalty: 4919.490234
	Iteration 45F: 3 clusters Score -2684504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (274984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274984 members 
Entering Unmasked Estep 
Score: -35767292.000000 Penalty: 3106.068115
	Iteration 0F: 2 clusters Score -3.576729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137736 members 
Mstep: Class 2 contains 137248 members 
Entering Unmasked Estep 
Score: -35596268.000000 Penalty: 6212.136230
	Iteration 0F: 3 clusters Score -3.559627e+07 nChanged 133504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142402 members 
Mstep: Class 2 contains 132582 members 
Entering Unmasked Estep 
Score: -35675292.000000 Penalty: 6212.136230
	Iteration 1F: 3 clusters Score -3.567529e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144890 members 
Mstep: Class 2 contains 130094 members 
Entering Unmasked Estep 
Score: -35676868.000000 Penalty: 6212.136230
	Iteration 2Q: 3 clusters Score -3.567687e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148693 members 
Mstep: Class 2 contains 126291 members 
Entering Unmasked Estep 
Score: -35679268.000000 Penalty: 6212.136230
	Iteration 3Q: 3 clusters Score -3.567927e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 120646 members 
Entering Unmasked Estep 
Score: -35682708.000000 Penalty: 6212.136230
	Iteration 4Q: 3 clusters Score -3.568271e+07 nChanged 12000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162424 members 
Mstep: Class 2 contains 112560 members 
Entering Unmasked Estep 
Score: -35688140.000000 Penalty: 6212.136230
	Iteration 5Q: 3 clusters Score -3.568814e+07 nChanged 14700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173074 members 
Mstep: Class 2 contains 101910 members 
Entering Unmasked Estep 
Score: -35696824.000000 Penalty: 6212.136230
	Iteration 6F: 3 clusters Score -3.569682e+07 nChanged 16960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185410 members 
Mstep: Class 2 contains 89574 members 
Entering Unmasked Estep 
Score: -35708884.000000 Penalty: 6212.136230
	Iteration 7F: 3 clusters Score -3.570888e+07 nChanged 17293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197393 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
Score: -35721612.000000 Penalty: 6212.136230
	Iteration 8F: 3 clusters Score -3.572161e+07 nChanged 15081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206560 members 
Mstep: Class 2 contains 68424 members 
Entering Unmasked Estep 
Score: -35730892.000000 Penalty: 6212.136230
	Iteration 9F: 3 clusters Score -3.573089e+07 nChanged 11425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213099 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -35736168.000000 Penalty: 6212.136230
	Iteration 10Q: 3 clusters Score -3.573617e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218027 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -35738424.000000 Penalty: 6212.136230
	Iteration 11Q: 3 clusters Score -3.573842e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222076 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -35739864.000000 Penalty: 6212.136230
	Iteration 12Q: 3 clusters Score -3.573986e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225614 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -35740812.000000 Penalty: 6212.136230
	Iteration 13Q: 3 clusters Score -3.574081e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228875 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -35741508.000000 Penalty: 6212.136230
	Iteration 14Q: 3 clusters Score -3.574151e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231872 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -35742128.000000 Penalty: 6212.136230
	Iteration 15Q: 3 clusters Score -3.574213e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234592 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -35742780.000000 Penalty: 6212.136230
	Iteration 16Q: 3 clusters Score -3.574278e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237172 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -35743336.000000 Penalty: 6212.136230
	Iteration 17Q: 3 clusters Score -3.574334e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239523 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -35743792.000000 Penalty: 6212.136230
	Iteration 18Q: 3 clusters Score -3.574379e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241743 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -35744668.000000 Penalty: 6212.136230
	Iteration 19Q: 3 clusters Score -3.574467e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243928 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -35745480.000000 Penalty: 6212.136230
	Iteration 20F: 3 clusters Score -3.574548e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246029 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -35746152.000000 Penalty: 6212.136230
	Iteration 21Q: 3 clusters Score -3.574615e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248098 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -35746688.000000 Penalty: 6212.136230
	Iteration 22Q: 3 clusters Score -3.574669e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250068 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -35747708.000000 Penalty: 6212.136230
	Iteration 23Q: 3 clusters Score -3.574771e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252036 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -35748700.000000 Penalty: 6212.136230
	Iteration 24Q: 3 clusters Score -3.57487e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254004 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -35749720.000000 Penalty: 6212.136230
	Iteration 25Q: 3 clusters Score -3.574972e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255856 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -35750744.000000 Penalty: 6212.136230
	Iteration 26Q: 3 clusters Score -3.575074e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257654 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -35751724.000000 Penalty: 6212.136230
	Iteration 27Q: 3 clusters Score -3.575172e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259329 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -35752896.000000 Penalty: 6212.136230
	Iteration 28Q: 3 clusters Score -3.57529e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260982 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -35753956.000000 Penalty: 6212.136230
	Iteration 29Q: 3 clusters Score -3.575396e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262541 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -35754948.000000 Penalty: 6212.136230
	Iteration 30Q: 3 clusters Score -3.575495e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264005 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -35756020.000000 Penalty: 6212.136230
	Iteration 31Q: 3 clusters Score -3.575602e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265333 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -35757160.000000 Penalty: 6212.136230
	Iteration 32Q: 3 clusters Score -3.575716e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266574 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -35758024.000000 Penalty: 6212.136230
	Iteration 33Q: 3 clusters Score -3.575802e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267648 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -35759012.000000 Penalty: 6212.136230
	Iteration 34Q: 3 clusters Score -3.575901e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268595 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -35759856.000000 Penalty: 6212.136230
	Iteration 35Q: 3 clusters Score -3.575986e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269399 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -35760368.000000 Penalty: 6212.136230
	Iteration 36Q: 3 clusters Score -3.576037e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270060 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -35760920.000000 Penalty: 6212.136230
	Iteration 37Q: 3 clusters Score -3.576092e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270624 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -35761448.000000 Penalty: 6212.136230
	Iteration 38Q: 3 clusters Score -3.576145e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271097 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -35761812.000000 Penalty: 6212.136230
	Iteration 39Q: 3 clusters Score -3.576181e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271533 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -35762220.000000 Penalty: 6212.136230
	Iteration 40F: 3 clusters Score -3.576222e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271886 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -35762440.000000 Penalty: 6212.136230
	Iteration 41Q: 3 clusters Score -3.576244e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272182 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -35762700.000000 Penalty: 6212.136230
	Iteration 42Q: 3 clusters Score -3.57627e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272429 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -35762964.000000 Penalty: 6212.136230
	Iteration 43Q: 3 clusters Score -3.576296e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272619 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -35763148.000000 Penalty: 6212.136230
	Iteration 44Q: 3 clusters Score -3.576315e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272801 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -35763320.000000 Penalty: 6212.136230
	Iteration 45Q: 3 clusters Score -3.576332e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272930 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -35763380.000000 Penalty: 6212.136230
	Iteration 46Q: 3 clusters Score -3.576338e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273038 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -35763496.000000 Penalty: 6212.136230
	Iteration 47Q: 3 clusters Score -3.57635e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273133 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -35763592.000000 Penalty: 6212.136230
	Iteration 48Q: 3 clusters Score -3.576359e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273200 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -35763700.000000 Penalty: 6212.136230
	Iteration 49Q: 3 clusters Score -3.57637e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273261 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -35763740.000000 Penalty: 6212.136230
	Iteration 50Q: 3 clusters Score -3.576374e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273315 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -35763768.000000 Penalty: 6212.136230
	Iteration 51Q: 3 clusters Score -3.576377e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273362 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -35763756.000000 Penalty: 6212.136230
	Iteration 52Q: 3 clusters Score -3.576376e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273405 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -35763856.000000 Penalty: 6212.136230
	Iteration 53Q: 3 clusters Score -3.576386e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273436 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -35763884.000000 Penalty: 6212.136230
	Iteration 54Q: 3 clusters Score -3.576388e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273451 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -35763920.000000 Penalty: 6212.136230
	Iteration 55Q: 3 clusters Score -3.576392e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273476 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -35763920.000000 Penalty: 6212.136230
	Iteration 56Q: 3 clusters Score -3.576392e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273494 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -35763952.000000 Penalty: 6212.136230
	Iteration 57Q: 3 clusters Score -3.576395e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273514 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -35763952.000000 Penalty: 6212.136230
	Iteration 58Q: 3 clusters Score -3.576395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273529 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -35763952.000000 Penalty: 6212.136230
	Iteration 59Q: 3 clusters Score -3.576395e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273542 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -35763972.000000 Penalty: 6212.136230
	Iteration 60F: 3 clusters Score -3.576397e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273560 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -35763996.000000 Penalty: 6212.136230
	Iteration 61Q: 3 clusters Score -3.5764e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273575 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -35763992.000000 Penalty: 6212.136230
	Iteration 62Q: 3 clusters Score -3.576399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273590 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -35763972.000000 Penalty: 6212.136230
	Iteration 63Q: 3 clusters Score -3.576397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273598 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -35764020.000000 Penalty: 6212.136230
	Iteration 64Q: 3 clusters Score -3.576402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273605 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -35764024.000000 Penalty: 6212.136230
	Iteration 65Q: 3 clusters Score -3.576402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273613 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -35764016.000000 Penalty: 6212.136230
	Iteration 66Q: 3 clusters Score -3.576402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273618 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -35764028.000000 Penalty: 6212.136230
	Iteration 67Q: 3 clusters Score -3.576403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273622 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -35764024.000000 Penalty: 6212.136230
	Iteration 68Q: 3 clusters Score -3.576402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273626 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -35764004.000000 Penalty: 6212.136230
	Iteration 69Q: 3 clusters Score -3.5764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273631 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -35764000.000000 Penalty: 6212.136230
	Iteration 70Q: 3 clusters Score -3.5764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273636 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -35764008.000000 Penalty: 6212.136230
	Iteration 71Q: 3 clusters Score -3.576401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273642 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -35764024.000000 Penalty: 6212.136230
	Iteration 72Q: 3 clusters Score -3.576402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273649 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -35764020.000000 Penalty: 6212.136230
	Iteration 73Q: 3 clusters Score -3.576402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273652 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -35764040.000000 Penalty: 6212.136230
	Iteration 74Q: 3 clusters Score -3.576404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273656 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -35764028.000000 Penalty: 6212.136230
	Iteration 75Q: 3 clusters Score -3.576403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273661 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -35764004.000000 Penalty: 6212.136230
	Iteration 76Q: 3 clusters Score -3.5764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273661 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -35764004.000000 Penalty: 6212.136230
	Iteration 77F: 3 clusters Score -3.5764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Entering Unmasked Estep 
Score: -5151172.500000 Penalty: 2629.621582
	Iteration 0F: 2 clusters Score -5151172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -5123966.000000 Penalty: 5259.243164
	Iteration 0F: 3 clusters Score -5123966 nChanged 18352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -5134213.000000 Penalty: 5259.243164
	Iteration 1F: 3 clusters Score -5134213 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -5135020.500000 Penalty: 5259.243164
	Iteration 2Q: 3 clusters Score -5135020 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -5135948.000000 Penalty: 5259.243164
	Iteration 3Q: 3 clusters Score -5135948 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -5137019.500000 Penalty: 5259.243164
	Iteration 4F: 3 clusters Score -5137020 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -5138170.500000 Penalty: 5259.243164
	Iteration 5F: 3 clusters Score -5138170 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -5139365.000000 Penalty: 5259.243164
	Iteration 6F: 3 clusters Score -5139365 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -5140285.500000 Penalty: 5259.243164
	Iteration 7F: 3 clusters Score -5140286 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -5141005.000000 Penalty: 5259.243164
	Iteration 8Q: 3 clusters Score -5141005 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -5141573.000000 Penalty: 5259.243164
	Iteration 9Q: 3 clusters Score -5141573 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -5141984.500000 Penalty: 5259.243164
	Iteration 10Q: 3 clusters Score -5141984 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -5142358.500000 Penalty: 5259.243164
	Iteration 11Q: 3 clusters Score -5142358 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -5142724.000000 Penalty: 5259.243164
	Iteration 12Q: 3 clusters Score -5142724 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -5143195.500000 Penalty: 5259.243164
	Iteration 13Q: 3 clusters Score -5143196 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -5143903.000000 Penalty: 5259.243164
	Iteration 14Q: 3 clusters Score -5143903 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -5144737.000000 Penalty: 5259.243164
	Iteration 15Q: 3 clusters Score -5144737 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -5145564.000000 Penalty: 5259.243164
	Iteration 16Q: 3 clusters Score -5145564 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -5146146.500000 Penalty: 5259.243164
	Iteration 17Q: 3 clusters Score -5146146 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -5146480.000000 Penalty: 5259.243164
	Iteration 18Q: 3 clusters Score -5146480 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -5146609.500000 Penalty: 5259.243164
	Iteration 19Q: 3 clusters Score -5146610 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -5146679.500000 Penalty: 5259.243164
	Iteration 20F: 3 clusters Score -5146680 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -5146736.500000 Penalty: 5259.243164
	Iteration 21Q: 3 clusters Score -5146736 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -5146796.500000 Penalty: 5259.243164
	Iteration 22Q: 3 clusters Score -5146796 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -5146830.000000 Penalty: 5259.243164
	Iteration 23Q: 3 clusters Score -5146830 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -5146864.000000 Penalty: 5259.243164
	Iteration 24Q: 3 clusters Score -5146864 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -5146889.500000 Penalty: 5259.243164
	Iteration 25Q: 3 clusters Score -5146890 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -5146927.500000 Penalty: 5259.243164
	Iteration 26Q: 3 clusters Score -5146928 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -5146955.000000 Penalty: 5259.243164
	Iteration 27Q: 3 clusters Score -5146955 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -5146965.500000 Penalty: 5259.243164
	Iteration 28Q: 3 clusters Score -5146966 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -5146987.000000 Penalty: 5259.243164
	Iteration 29Q: 3 clusters Score -5146987 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -5146999.500000 Penalty: 5259.243164
	Iteration 30Q: 3 clusters Score -5147000 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -5147050.000000 Penalty: 5259.243164
	Iteration 31Q: 3 clusters Score -5147050 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -5147095.000000 Penalty: 5259.243164
	Iteration 32Q: 3 clusters Score -5147095 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -5147162.000000 Penalty: 5259.243164
	Iteration 33Q: 3 clusters Score -5147162 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -5147246.000000 Penalty: 5259.243164
	Iteration 34Q: 3 clusters Score -5147246 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -5147290.000000 Penalty: 5259.243164
	Iteration 35Q: 3 clusters Score -5147290 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -5147365.500000 Penalty: 5259.243164
	Iteration 36Q: 3 clusters Score -5147366 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -5147422.000000 Penalty: 5259.243164
	Iteration 37Q: 3 clusters Score -5147422 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -5147477.000000 Penalty: 5259.243164
	Iteration 38Q: 3 clusters Score -5147477 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -5147520.000000 Penalty: 5259.243164
	Iteration 39Q: 3 clusters Score -5147520 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -5147552.500000 Penalty: 5259.243164
	Iteration 40F: 3 clusters Score -5147552 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -5147594.000000 Penalty: 5259.243164
	Iteration 41Q: 3 clusters Score -5147594 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -5147631.500000 Penalty: 5259.243164
	Iteration 42Q: 3 clusters Score -5147632 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -5147669.000000 Penalty: 5259.243164
	Iteration 43Q: 3 clusters Score -5147669 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -5147705.000000 Penalty: 5259.243164
	Iteration 44Q: 3 clusters Score -5147705 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -5147739.000000 Penalty: 5259.243164
	Iteration 45Q: 3 clusters Score -5147739 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -5147788.000000 Penalty: 5259.243164
	Iteration 46Q: 3 clusters Score -5147788 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -5147843.500000 Penalty: 5259.243164
	Iteration 47Q: 3 clusters Score -5147844 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -5147879.500000 Penalty: 5259.243164
	Iteration 48Q: 3 clusters Score -5147880 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -5147905.000000 Penalty: 5259.243164
	Iteration 49Q: 3 clusters Score -5147905 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -5147961.500000 Penalty: 5259.243164
	Iteration 50Q: 3 clusters Score -5147962 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -5147991.000000 Penalty: 5259.243164
	Iteration 51Q: 3 clusters Score -5147991 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -5148009.000000 Penalty: 5259.243164
	Iteration 52Q: 3 clusters Score -5148009 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -5148077.000000 Penalty: 5259.243164
	Iteration 53Q: 3 clusters Score -5148077 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -5148121.500000 Penalty: 5259.243164
	Iteration 54Q: 3 clusters Score -5148122 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -5148146.500000 Penalty: 5259.243164
	Iteration 55Q: 3 clusters Score -5148146 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -5148154.000000 Penalty: 5259.243164
	Iteration 56Q: 3 clusters Score -5148154 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -5148192.000000 Penalty: 5259.243164
	Iteration 57Q: 3 clusters Score -5148192 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -5148229.500000 Penalty: 5259.243164
	Iteration 58Q: 3 clusters Score -5148230 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -5148229.000000 Penalty: 5259.243164
	Iteration 59Q: 3 clusters Score -5148229 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -5148265.000000 Penalty: 5259.243164
	Iteration 60F: 3 clusters Score -5148265 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -5148274.000000 Penalty: 5259.243164
	Iteration 61Q: 3 clusters Score -5148274 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -5148292.000000 Penalty: 5259.243164
	Iteration 62Q: 3 clusters Score -5148292 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -5148318.500000 Penalty: 5259.243164
	Iteration 63Q: 3 clusters Score -5148318 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -5148328.500000 Penalty: 5259.243164
	Iteration 64Q: 3 clusters Score -5148328 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -5148326.000000 Penalty: 5259.243164
	Iteration 65Q: 3 clusters Score -5148326 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -5148338.500000 Penalty: 5259.243164
	Iteration 66Q: 3 clusters Score -5148338 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -5148352.000000 Penalty: 5259.243164
	Iteration 67Q: 3 clusters Score -5148352 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -5148352.000000 Penalty: 5259.243164
	Iteration 68Q: 3 clusters Score -5148352 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -5148357.000000 Penalty: 5259.243164
	Iteration 69Q: 3 clusters Score -5148357 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -5148371.000000 Penalty: 5259.243164
	Iteration 70Q: 3 clusters Score -5148371 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -5148372.500000 Penalty: 5259.243164
	Iteration 71Q: 3 clusters Score -5148372 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -5148396.000000 Penalty: 5259.243164
	Iteration 72Q: 3 clusters Score -5148396 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -5148407.000000 Penalty: 5259.243164
	Iteration 73Q: 3 clusters Score -5148407 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -5148408.000000 Penalty: 5259.243164
	Iteration 74Q: 3 clusters Score -5148408 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -5148422.500000 Penalty: 5259.243164
	Iteration 75Q: 3 clusters Score -5148422 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -5148420.500000 Penalty: 5259.243164
	Iteration 76Q: 3 clusters Score -5148420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -5148425.000000 Penalty: 5259.243164
	Iteration 77Q: 3 clusters Score -5148425 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -5148432.000000 Penalty: 5259.243164
	Iteration 78Q: 3 clusters Score -5148432 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -5148427.000000 Penalty: 5259.243164
	Iteration 79Q: 3 clusters Score -5148427 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -5148443.000000 Penalty: 5259.243164
	Iteration 80F: 3 clusters Score -5148443 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -5148436.500000 Penalty: 5259.243164
	Iteration 81Q: 3 clusters Score -5148436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -5148439.000000 Penalty: 5259.243164
	Iteration 82Q: 3 clusters Score -5148439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -5148450.500000 Penalty: 5259.243164
	Iteration 83Q: 3 clusters Score -5148450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -5148443.000000 Penalty: 5259.243164
	Iteration 84Q: 3 clusters Score -5148443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -5148447.000000 Penalty: 5259.243164
	Iteration 85Q: 3 clusters Score -5148447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -5148456.000000 Penalty: 5259.243164
	Iteration 86Q: 3 clusters Score -5148456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -5148456.000000 Penalty: 5259.243164
	Iteration 87Q: 3 clusters Score -5148456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -5148453.500000 Penalty: 5259.243164
	Iteration 88Q: 3 clusters Score -5148454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -5148441.000000 Penalty: 5259.243164
	Iteration 89Q: 3 clusters Score -5148441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -5148451.000000 Penalty: 5259.243164
	Iteration 90Q: 3 clusters Score -5148451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -5148439.000000 Penalty: 5259.243164
	Iteration 91Q: 3 clusters Score -5148439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -5148449.000000 Penalty: 5259.243164
	Iteration 92Q: 3 clusters Score -5148449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -5148455.500000 Penalty: 5259.243164
	Iteration 93Q: 3 clusters Score -5148456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -5148452.000000 Penalty: 5259.243164
	Iteration 94Q: 3 clusters Score -5148452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -5148459.000000 Penalty: 5259.243164
	Iteration 95Q: 3 clusters Score -5148459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -5148463.500000 Penalty: 5259.243164
	Iteration 96Q: 3 clusters Score -5148464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -5148458.500000 Penalty: 5259.243164
	Iteration 97Q: 3 clusters Score -5148458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -5148453.000000 Penalty: 5259.243164
	Iteration 98Q: 3 clusters Score -5148453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -5148450.500000 Penalty: 5259.243164
	Iteration 99Q: 3 clusters Score -5148450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -5148449.000000 Penalty: 5259.243164
	Iteration 100F: 3 clusters Score -5148449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -5148445.000000 Penalty: 5259.243164
	Iteration 101Q: 3 clusters Score -5148445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -5148448.000000 Penalty: 5259.243164
	Iteration 102Q: 3 clusters Score -5148448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -5148453.000000 Penalty: 5259.243164
	Iteration 103Q: 3 clusters Score -5148453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -5148450.000000 Penalty: 5259.243164
	Iteration 104Q: 3 clusters Score -5148450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -5148448.500000 Penalty: 5259.243164
	Iteration 105Q: 3 clusters Score -5148448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -5148447.500000 Penalty: 5259.243164
	Iteration 106Q: 3 clusters Score -5148448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -5148447.500000 Penalty: 5259.243164
	Iteration 107F: 3 clusters Score -5148448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Entering Unmasked Estep 
Score: -156456.968750 Penalty: 1788.099731
	Iteration 0F: 2 clusters Score -156457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -154339.156250 Penalty: 3576.199463
	Iteration 0F: 3 clusters Score -154339.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -154917.312500 Penalty: 3576.199463
	Iteration 1F: 3 clusters Score -154917.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -155143.703125 Penalty: 3576.199463
	Iteration 2F: 3 clusters Score -155143.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -155268.781250 Penalty: 3576.199463
	Iteration 3F: 3 clusters Score -155268.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -155331.968750 Penalty: 3576.199463
	Iteration 4Q: 3 clusters Score -155332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -155374.234375 Penalty: 3576.199463
	Iteration 5Q: 3 clusters Score -155374.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -155437.406250 Penalty: 3576.199463
	Iteration 6Q: 3 clusters Score -155437.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -155532.796875 Penalty: 3576.199463
	Iteration 7Q: 3 clusters Score -155532.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -155624.437500 Penalty: 3576.199463
	Iteration 8Q: 3 clusters Score -155624.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -155676.578125 Penalty: 3576.199463
	Iteration 9Q: 3 clusters Score -155676.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -155725.234375 Penalty: 3576.199463
	Iteration 10Q: 3 clusters Score -155725.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -155760.093750 Penalty: 3576.199463
	Iteration 11Q: 3 clusters Score -155760.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -155791.250000 Penalty: 3576.199463
	Iteration 12Q: 3 clusters Score -155791.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -155812.937500 Penalty: 3576.199463
	Iteration 13Q: 3 clusters Score -155812.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -155830.593750 Penalty: 3576.199463
	Iteration 14Q: 3 clusters Score -155830.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -155848.890625 Penalty: 3576.199463
	Iteration 15Q: 3 clusters Score -155848.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -155870.109375 Penalty: 3576.199463
	Iteration 16Q: 3 clusters Score -155870.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -155890.640625 Penalty: 3576.199463
	Iteration 17Q: 3 clusters Score -155890.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -155905.593750 Penalty: 3576.199463
	Iteration 18Q: 3 clusters Score -155905.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -155921.265625 Penalty: 3576.199463
	Iteration 19Q: 3 clusters Score -155921.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -155931.046875 Penalty: 3576.199463
	Iteration 20F: 3 clusters Score -155931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -155939.781250 Penalty: 3576.199463
	Iteration 21Q: 3 clusters Score -155939.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -155957.515625 Penalty: 3576.199463
	Iteration 22Q: 3 clusters Score -155957.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -155996.281250 Penalty: 3576.199463
	Iteration 23Q: 3 clusters Score -155996.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -156017.218750 Penalty: 3576.199463
	Iteration 24Q: 3 clusters Score -156017.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -156029.828125 Penalty: 3576.199463
	Iteration 25Q: 3 clusters Score -156029.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -156048.296875 Penalty: 3576.199463
	Iteration 26Q: 3 clusters Score -156048.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -156071.234375 Penalty: 3576.199463
	Iteration 27Q: 3 clusters Score -156071.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -156080.921875 Penalty: 3576.199463
	Iteration 28Q: 3 clusters Score -156080.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -156084.984375 Penalty: 3576.199463
	Iteration 29Q: 3 clusters Score -156085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -156087.421875 Penalty: 3576.199463
	Iteration 30Q: 3 clusters Score -156087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -156090.343750 Penalty: 3576.199463
	Iteration 31Q: 3 clusters Score -156090.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -156090.343750 Penalty: 3576.199463
	Iteration 32F: 3 clusters Score -156090.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Entering Unmasked Estep 
Score: -748691.625000 Penalty: 2176.910156
	Iteration 0F: 2 clusters Score -748691.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -743282.625000 Penalty: 4353.820312
	Iteration 0F: 3 clusters Score -743282.6 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -744654.562500 Penalty: 4353.820312
	Iteration 1F: 3 clusters Score -744654.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -744959.562500 Penalty: 4353.820312
	Iteration 2F: 3 clusters Score -744959.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -745198.375000 Penalty: 4353.820312
	Iteration 3F: 3 clusters Score -745198.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -745396.437500 Penalty: 4353.820312
	Iteration 4Q: 3 clusters Score -745396.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -745552.750000 Penalty: 4353.820312
	Iteration 5Q: 3 clusters Score -745552.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -745678.312500 Penalty: 4353.820312
	Iteration 6Q: 3 clusters Score -745678.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -745789.312500 Penalty: 4353.820312
	Iteration 7Q: 3 clusters Score -745789.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -745888.375000 Penalty: 4353.820312
	Iteration 8Q: 3 clusters Score -745888.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -745981.625000 Penalty: 4353.820312
	Iteration 9Q: 3 clusters Score -745981.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -746064.625000 Penalty: 4353.820312
	Iteration 10Q: 3 clusters Score -746064.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -746152.437500 Penalty: 4353.820312
	Iteration 11Q: 3 clusters Score -746152.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -746242.250000 Penalty: 4353.820312
	Iteration 12Q: 3 clusters Score -746242.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -746328.125000 Penalty: 4353.820312
	Iteration 13Q: 3 clusters Score -746328.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -746394.375000 Penalty: 4353.820312
	Iteration 14Q: 3 clusters Score -746394.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -746463.437500 Penalty: 4353.820312
	Iteration 15Q: 3 clusters Score -746463.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -746518.437500 Penalty: 4353.820312
	Iteration 16Q: 3 clusters Score -746518.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -746571.875000 Penalty: 4353.820312
	Iteration 17Q: 3 clusters Score -746571.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -746626.062500 Penalty: 4353.820312
	Iteration 18Q: 3 clusters Score -746626.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -746676.687500 Penalty: 4353.820312
	Iteration 19Q: 3 clusters Score -746676.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -746712.187500 Penalty: 4353.820312
	Iteration 20F: 3 clusters Score -746712.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -746751.937500 Penalty: 4353.820312
	Iteration 21Q: 3 clusters Score -746751.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -746786.437500 Penalty: 4353.820312
	Iteration 22Q: 3 clusters Score -746786.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -746817.812500 Penalty: 4353.820312
	Iteration 23Q: 3 clusters Score -746817.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -746850.000000 Penalty: 4353.820312
	Iteration 24Q: 3 clusters Score -746850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -746878.750000 Penalty: 4353.820312
	Iteration 25Q: 3 clusters Score -746878.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -746907.062500 Penalty: 4353.820312
	Iteration 26Q: 3 clusters Score -746907.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -746939.125000 Penalty: 4353.820312
	Iteration 27Q: 3 clusters Score -746939.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -746963.812500 Penalty: 4353.820312
	Iteration 28Q: 3 clusters Score -746963.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -746983.562500 Penalty: 4353.820312
	Iteration 29Q: 3 clusters Score -746983.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -747004.125000 Penalty: 4353.820312
	Iteration 30Q: 3 clusters Score -747004.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -747024.750000 Penalty: 4353.820312
	Iteration 31Q: 3 clusters Score -747024.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -747040.375000 Penalty: 4353.820312
	Iteration 32Q: 3 clusters Score -747040.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -747052.812500 Penalty: 4353.820312
	Iteration 33Q: 3 clusters Score -747052.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -747059.312500 Penalty: 4353.820312
	Iteration 34Q: 3 clusters Score -747059.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -747070.187500 Penalty: 4353.820312
	Iteration 35Q: 3 clusters Score -747070.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -747079.500000 Penalty: 4353.820312
	Iteration 36Q: 3 clusters Score -747079.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -747088.562500 Penalty: 4353.820312
	Iteration 37Q: 3 clusters Score -747088.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -747096.375000 Penalty: 4353.820312
	Iteration 38Q: 3 clusters Score -747096.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -747102.687500 Penalty: 4353.820312
	Iteration 39Q: 3 clusters Score -747102.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -747104.812500 Penalty: 4353.820312
	Iteration 40F: 3 clusters Score -747104.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -747107.375000 Penalty: 4353.820312
	Iteration 41Q: 3 clusters Score -747107.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -747111.875000 Penalty: 4353.820312
	Iteration 42Q: 3 clusters Score -747111.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -747118.375000 Penalty: 4353.820312
	Iteration 43Q: 3 clusters Score -747118.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -747124.000000 Penalty: 4353.820312
	Iteration 44Q: 3 clusters Score -747124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -747127.250000 Penalty: 4353.820312
	Iteration 45Q: 3 clusters Score -747127.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -747132.000000 Penalty: 4353.820312
	Iteration 46Q: 3 clusters Score -747132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -747132.687500 Penalty: 4353.820312
	Iteration 47Q: 3 clusters Score -747132.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -747134.562500 Penalty: 4353.820312
	Iteration 48Q: 3 clusters Score -747134.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -747139.125000 Penalty: 4353.820312
	Iteration 49Q: 3 clusters Score -747139.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -747141.500000 Penalty: 4353.820312
	Iteration 50Q: 3 clusters Score -747141.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -747145.812500 Penalty: 4353.820312
	Iteration 51Q: 3 clusters Score -747145.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -747146.250000 Penalty: 4353.820312
	Iteration 52Q: 3 clusters Score -747146.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -747149.812500 Penalty: 4353.820312
	Iteration 53Q: 3 clusters Score -747149.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -747152.687500 Penalty: 4353.820312
	Iteration 54Q: 3 clusters Score -747152.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -747153.750000 Penalty: 4353.820312
	Iteration 55Q: 3 clusters Score -747153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -747154.562500 Penalty: 4353.820312
	Iteration 56Q: 3 clusters Score -747154.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -747154.875000 Penalty: 4353.820312
	Iteration 57Q: 3 clusters Score -747154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -747155.812500 Penalty: 4353.820312
	Iteration 58Q: 3 clusters Score -747155.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -747156.125000 Penalty: 4353.820312
	Iteration 59Q: 3 clusters Score -747156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -747158.125000 Penalty: 4353.820312
	Iteration 60F: 3 clusters Score -747158.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -747157.625000 Penalty: 4353.820312
	Iteration 61Q: 3 clusters Score -747157.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -747158.062500 Penalty: 4353.820312
	Iteration 62Q: 3 clusters Score -747158.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -747158.500000 Penalty: 4353.820312
	Iteration 63Q: 3 clusters Score -747158.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -747157.750000 Penalty: 4353.820312
	Iteration 64Q: 3 clusters Score -747157.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -747159.062500 Penalty: 4353.820312
	Iteration 65Q: 3 clusters Score -747159.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -747159.125000 Penalty: 4353.820312
	Iteration 66Q: 3 clusters Score -747159.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -747159.125000 Penalty: 4353.820312
	Iteration 67F: 3 clusters Score -747159.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Entering Unmasked Estep 
Score: -735597.312500 Penalty: 2151.751221
	Iteration 0F: 2 clusters Score -735597.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -730590.437500 Penalty: 4303.502441
	Iteration 0F: 3 clusters Score -730590.4 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -731949.000000 Penalty: 4303.502441
	Iteration 1F: 3 clusters Score -731949 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -732383.750000 Penalty: 4303.502441
	Iteration 2F: 3 clusters Score -732383.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -732743.250000 Penalty: 4303.502441
	Iteration 3F: 3 clusters Score -732743.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -733036.250000 Penalty: 4303.502441
	Iteration 4F: 3 clusters Score -733036.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -733303.187500 Penalty: 4303.502441
	Iteration 5F: 3 clusters Score -733303.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -733543.000000 Penalty: 4303.502441
	Iteration 6F: 3 clusters Score -733543 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -733745.625000 Penalty: 4303.502441
	Iteration 7Q: 3 clusters Score -733745.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -733904.625000 Penalty: 4303.502441
	Iteration 8Q: 3 clusters Score -733904.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -734033.062500 Penalty: 4303.502441
	Iteration 9Q: 3 clusters Score -734033.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -734112.750000 Penalty: 4303.502441
	Iteration 10Q: 3 clusters Score -734112.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -734175.750000 Penalty: 4303.502441
	Iteration 11Q: 3 clusters Score -734175.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -734215.000000 Penalty: 4303.502441
	Iteration 12Q: 3 clusters Score -734215 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -734239.812500 Penalty: 4303.502441
	Iteration 13Q: 3 clusters Score -734239.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -734256.250000 Penalty: 4303.502441
	Iteration 14Q: 3 clusters Score -734256.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -734270.500000 Penalty: 4303.502441
	Iteration 15Q: 3 clusters Score -734270.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -734281.875000 Penalty: 4303.502441
	Iteration 16Q: 3 clusters Score -734281.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -734296.250000 Penalty: 4303.502441
	Iteration 17Q: 3 clusters Score -734296.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -734306.125000 Penalty: 4303.502441
	Iteration 18Q: 3 clusters Score -734306.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -734313.812500 Penalty: 4303.502441
	Iteration 19Q: 3 clusters Score -734313.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -734319.625000 Penalty: 4303.502441
	Iteration 20F: 3 clusters Score -734319.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -734327.812500 Penalty: 4303.502441
	Iteration 21Q: 3 clusters Score -734327.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -734331.125000 Penalty: 4303.502441
	Iteration 22Q: 3 clusters Score -734331.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -734337.187500 Penalty: 4303.502441
	Iteration 23Q: 3 clusters Score -734337.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -734342.812500 Penalty: 4303.502441
	Iteration 24Q: 3 clusters Score -734342.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -734350.812500 Penalty: 4303.502441
	Iteration 25Q: 3 clusters Score -734350.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -734359.187500 Penalty: 4303.502441
	Iteration 26Q: 3 clusters Score -734359.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -734365.312500 Penalty: 4303.502441
	Iteration 27Q: 3 clusters Score -734365.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -734367.750000 Penalty: 4303.502441
	Iteration 28Q: 3 clusters Score -734367.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -734371.500000 Penalty: 4303.502441
	Iteration 29Q: 3 clusters Score -734371.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -734372.375000 Penalty: 4303.502441
	Iteration 30Q: 3 clusters Score -734372.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -734372.375000 Penalty: 4303.502441
	Iteration 31Q: 3 clusters Score -734372.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -734375.625000 Penalty: 4303.502441
	Iteration 32Q: 3 clusters Score -734375.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -734377.500000 Penalty: 4303.502441
	Iteration 33Q: 3 clusters Score -734377.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -734377.500000 Penalty: 4303.502441
	Iteration 34F: 3 clusters Score -734377.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Entering Unmasked Estep 
Score: -712485.125000 Penalty: 2132.815430
	Iteration 0F: 2 clusters Score -712485.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -707669.125000 Penalty: 4265.630859
	Iteration 0F: 3 clusters Score -707669.1 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -708823.687500 Penalty: 4265.630859
	Iteration 1F: 3 clusters Score -708823.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -709041.937500 Penalty: 4265.630859
	Iteration 2F: 3 clusters Score -709041.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -709183.375000 Penalty: 4265.630859
	Iteration 3F: 3 clusters Score -709183.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -709282.937500 Penalty: 4265.630859
	Iteration 4Q: 3 clusters Score -709282.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -709358.187500 Penalty: 4265.630859
	Iteration 5Q: 3 clusters Score -709358.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -709420.312500 Penalty: 4265.630859
	Iteration 6Q: 3 clusters Score -709420.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -709482.437500 Penalty: 4265.630859
	Iteration 7Q: 3 clusters Score -709482.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -709534.562500 Penalty: 4265.630859
	Iteration 8Q: 3 clusters Score -709534.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -709580.312500 Penalty: 4265.630859
	Iteration 9Q: 3 clusters Score -709580.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -709626.562500 Penalty: 4265.630859
	Iteration 10Q: 3 clusters Score -709626.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -709668.125000 Penalty: 4265.630859
	Iteration 11Q: 3 clusters Score -709668.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -709716.312500 Penalty: 4265.630859
	Iteration 12Q: 3 clusters Score -709716.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -709763.437500 Penalty: 4265.630859
	Iteration 13Q: 3 clusters Score -709763.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -709812.875000 Penalty: 4265.630859
	Iteration 14Q: 3 clusters Score -709812.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -709863.437500 Penalty: 4265.630859
	Iteration 15Q: 3 clusters Score -709863.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -709924.375000 Penalty: 4265.630859
	Iteration 16Q: 3 clusters Score -709924.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -709994.812500 Penalty: 4265.630859
	Iteration 17Q: 3 clusters Score -709994.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -710073.375000 Penalty: 4265.630859
	Iteration 18Q: 3 clusters Score -710073.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -710154.250000 Penalty: 4265.630859
	Iteration 19Q: 3 clusters Score -710154.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -710249.875000 Penalty: 4265.630859
	Iteration 20F: 3 clusters Score -710249.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -710339.437500 Penalty: 4265.630859
	Iteration 21Q: 3 clusters Score -710339.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -710433.750000 Penalty: 4265.630859
	Iteration 22Q: 3 clusters Score -710433.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -710504.750000 Penalty: 4265.630859
	Iteration 23Q: 3 clusters Score -710504.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -710548.437500 Penalty: 4265.630859
	Iteration 24Q: 3 clusters Score -710548.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -710599.062500 Penalty: 4265.630859
	Iteration 25Q: 3 clusters Score -710599.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -710650.062500 Penalty: 4265.630859
	Iteration 26Q: 3 clusters Score -710650.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -710689.812500 Penalty: 4265.630859
	Iteration 27Q: 3 clusters Score -710689.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -710722.500000 Penalty: 4265.630859
	Iteration 28Q: 3 clusters Score -710722.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -710748.625000 Penalty: 4265.630859
	Iteration 29Q: 3 clusters Score -710748.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -710766.500000 Penalty: 4265.630859
	Iteration 30Q: 3 clusters Score -710766.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -710785.500000 Penalty: 4265.630859
	Iteration 31Q: 3 clusters Score -710785.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -710795.375000 Penalty: 4265.630859
	Iteration 32Q: 3 clusters Score -710795.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -710802.000000 Penalty: 4265.630859
	Iteration 33Q: 3 clusters Score -710802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -710810.500000 Penalty: 4265.630859
	Iteration 34Q: 3 clusters Score -710810.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -710816.312500 Penalty: 4265.630859
	Iteration 35Q: 3 clusters Score -710816.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -710821.312500 Penalty: 4265.630859
	Iteration 36Q: 3 clusters Score -710821.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -710827.000000 Penalty: 4265.630859
	Iteration 37Q: 3 clusters Score -710827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -710832.312500 Penalty: 4265.630859
	Iteration 38Q: 3 clusters Score -710832.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -710835.937500 Penalty: 4265.630859
	Iteration 39Q: 3 clusters Score -710835.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -710836.000000 Penalty: 4265.630859
	Iteration 40F: 3 clusters Score -710836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -710839.187500 Penalty: 4265.630859
	Iteration 41Q: 3 clusters Score -710839.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -710841.250000 Penalty: 4265.630859
	Iteration 42Q: 3 clusters Score -710841.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -710842.687500 Penalty: 4265.630859
	Iteration 43Q: 3 clusters Score -710842.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -710843.375000 Penalty: 4265.630859
	Iteration 44Q: 3 clusters Score -710843.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -710842.750000 Penalty: 4265.630859
	Iteration 45Q: 3 clusters Score -710842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -710843.312500 Penalty: 4265.630859
	Iteration 46Q: 3 clusters Score -710843.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -710843.312500 Penalty: 4265.630859
	Iteration 47F: 3 clusters Score -710843.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -101028.789062 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -101028.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -99214.007812 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -99214.01 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99906.695312 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -99906.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100469.632812 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -100469.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -100855.632812 Penalty: 3390.784668
	Iteration 3F: 3 clusters Score -100855.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -101080.734375 Penalty: 3390.784668
	Iteration 4F: 3 clusters Score -101080.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -101264.703125 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -101264.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -101483.781250 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -101483.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -101553.140625 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -101553.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -101616.476562 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -101616.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -101695.515625 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -101695.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -101752.898438 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -101752.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -101789.695312 Penalty: 3390.784668
	Iteration 11Q: 3 clusters Score -101789.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -101799.210938 Penalty: 3390.784668
	Iteration 12Q: 3 clusters Score -101799.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -101808.257812 Penalty: 3390.784668
	Iteration 13Q: 3 clusters Score -101808.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -101811.476562 Penalty: 3390.784668
	Iteration 14Q: 3 clusters Score -101811.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -101811.476562 Penalty: 3390.784668
	Iteration 15F: 3 clusters Score -101811.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40944 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20299 members 
Mstep: Class 7 contains 274984 members 
Mstep: Class 8 contains 40268 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6489 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5432 members 
Mstep: Class 13 contains 606 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 58265 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14748 members 
Mstep: Class 20 contains 158858 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 325 members 
Entering Unmasked Estep 
Score: -90837232.000000 Penalty: 76903.515625
Splitting cluster 13 changes total score from -90838056.000000 to -90837232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -290887.687500 Penalty: 1919.576904
	Iteration 0F: 2 clusters Score -290887.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -288040.843750 Penalty: 3839.153809
	Iteration 0F: 3 clusters Score -288040.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -288576.718750 Penalty: 3839.153809
	Iteration 1F: 3 clusters Score -288576.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -288708.187500 Penalty: 3839.153809
	Iteration 2F: 3 clusters Score -288708.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -288787.093750 Penalty: 3839.153809
	Iteration 3Q: 3 clusters Score -288787.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -288836.437500 Penalty: 3839.153809
	Iteration 4Q: 3 clusters Score -288836.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -288868.218750 Penalty: 3839.153809
	Iteration 5Q: 3 clusters Score -288868.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -288892.187500 Penalty: 3839.153809
	Iteration 6Q: 3 clusters Score -288892.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -288908.687500 Penalty: 3839.153809
	Iteration 7Q: 3 clusters Score -288908.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -288917.437500 Penalty: 3839.153809
	Iteration 8Q: 3 clusters Score -288917.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -288924.406250 Penalty: 3839.153809
	Iteration 9Q: 3 clusters Score -288924.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -288928.968750 Penalty: 3839.153809
	Iteration 10Q: 3 clusters Score -288929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -288937.781250 Penalty: 3839.153809
	Iteration 11Q: 3 clusters Score -288937.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -288942.718750 Penalty: 3839.153809
	Iteration 12Q: 3 clusters Score -288942.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -288949.406250 Penalty: 3839.153809
	Iteration 13Q: 3 clusters Score -288949.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -288954.187500 Penalty: 3839.153809
	Iteration 14Q: 3 clusters Score -288954.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -288957.125000 Penalty: 3839.153809
	Iteration 15Q: 3 clusters Score -288957.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -288958.125000 Penalty: 3839.153809
	Iteration 16Q: 3 clusters Score -288958.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -288959.500000 Penalty: 3839.153809
	Iteration 17Q: 3 clusters Score -288959.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -288961.500000 Penalty: 3839.153809
	Iteration 18Q: 3 clusters Score -288961.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -288963.718750 Penalty: 3839.153809
	Iteration 19Q: 3 clusters Score -288963.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -288964.843750 Penalty: 3839.153809
	Iteration 20F: 3 clusters Score -288964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -288965.437500 Penalty: 3839.153809
	Iteration 21Q: 3 clusters Score -288965.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -288965.437500 Penalty: 3839.153809
	Iteration 22F: 3 clusters Score -288965.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Entering Unmasked Estep 
Score: -1666244.000000 Penalty: 2353.692627
	Iteration 0F: 2 clusters Score -1666244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1656443.625000 Penalty: 4707.385254
	Iteration 0F: 3 clusters Score -1656444 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1659545.875000 Penalty: 4707.385254
	Iteration 1F: 3 clusters Score -1659546 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1659877.625000 Penalty: 4707.385254
	Iteration 2F: 3 clusters Score -1659878 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1660124.375000 Penalty: 4707.385254
	Iteration 3Q: 3 clusters Score -1660124 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1660289.000000 Penalty: 4707.385254
	Iteration 4Q: 3 clusters Score -1660289 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1660461.250000 Penalty: 4707.385254
	Iteration 5Q: 3 clusters Score -1660461 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1660623.250000 Penalty: 4707.385254
	Iteration 6Q: 3 clusters Score -1660623 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1660764.625000 Penalty: 4707.385254
	Iteration 7Q: 3 clusters Score -1660765 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1660897.000000 Penalty: 4707.385254
	Iteration 8Q: 3 clusters Score -1660897 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1661036.875000 Penalty: 4707.385254
	Iteration 9Q: 3 clusters Score -1661037 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1661178.875000 Penalty: 4707.385254
	Iteration 10Q: 3 clusters Score -1661179 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1661319.250000 Penalty: 4707.385254
	Iteration 11Q: 3 clusters Score -1661319 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1661470.625000 Penalty: 4707.385254
	Iteration 12Q: 3 clusters Score -1661471 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1661665.125000 Penalty: 4707.385254
	Iteration 13Q: 3 clusters Score -1661665 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1661907.125000 Penalty: 4707.385254
	Iteration 14Q: 3 clusters Score -1661907 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1662202.500000 Penalty: 4707.385254
	Iteration 15Q: 3 clusters Score -1662202 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1662573.250000 Penalty: 4707.385254
	Iteration 16Q: 3 clusters Score -1662573 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1662960.500000 Penalty: 4707.385254
	Iteration 17Q: 3 clusters Score -1662960 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1663330.125000 Penalty: 4707.385254
	Iteration 18Q: 3 clusters Score -1663330 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1663652.875000 Penalty: 4707.385254
	Iteration 19Q: 3 clusters Score -1663653 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1663866.750000 Penalty: 4707.385254
	Iteration 20F: 3 clusters Score -1663867 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1664043.000000 Penalty: 4707.385254
	Iteration 21Q: 3 clusters Score -1664043 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1664189.500000 Penalty: 4707.385254
	Iteration 22Q: 3 clusters Score -1664190 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1664322.000000 Penalty: 4707.385254
	Iteration 23Q: 3 clusters Score -1664322 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1664383.125000 Penalty: 4707.385254
	Iteration 24Q: 3 clusters Score -1664383 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1664437.125000 Penalty: 4707.385254
	Iteration 25Q: 3 clusters Score -1664437 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1664457.750000 Penalty: 4707.385254
	Iteration 26Q: 3 clusters Score -1664458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1664470.375000 Penalty: 4707.385254
	Iteration 27Q: 3 clusters Score -1664470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1664479.500000 Penalty: 4707.385254
	Iteration 28Q: 3 clusters Score -1664480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1664486.625000 Penalty: 4707.385254
	Iteration 29Q: 3 clusters Score -1664487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1664488.000000 Penalty: 4707.385254
	Iteration 30Q: 3 clusters Score -1664488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1664489.125000 Penalty: 4707.385254
	Iteration 31Q: 3 clusters Score -1664489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1664487.625000 Penalty: 4707.385254
	Iteration 32Q: 3 clusters Score -1664488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1664489.000000 Penalty: 4707.385254
	Iteration 33Q: 3 clusters Score -1664489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1664494.000000 Penalty: 4707.385254
	Iteration 34Q: 3 clusters Score -1664494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1664493.750000 Penalty: 4707.385254
	Iteration 35Q: 3 clusters Score -1664494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1664493.750000 Penalty: 4707.385254
	Iteration 36F: 3 clusters Score -1664494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Entering Unmasked Estep 
Score: -602764.687500 Penalty: 2126.105713
	Iteration 0F: 2 clusters Score -602764.7 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 2637 members 
Entering Unmasked Estep 
Score: -598072.437500 Penalty: 4252.211426
	Iteration 0F: 3 clusters Score -598072.4 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -599273.937500 Penalty: 4252.211426
	Iteration 1F: 3 clusters Score -599273.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -599530.062500 Penalty: 4252.211426
	Iteration 2F: 3 clusters Score -599530.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -599705.000000 Penalty: 4252.211426
	Iteration 3F: 3 clusters Score -599705 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -599816.250000 Penalty: 4252.211426
	Iteration 4Q: 3 clusters Score -599816.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -599923.000000 Penalty: 4252.211426
	Iteration 5Q: 3 clusters Score -599923 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -600017.750000 Penalty: 4252.211426
	Iteration 6Q: 3 clusters Score -600017.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -600091.437500 Penalty: 4252.211426
	Iteration 7Q: 3 clusters Score -600091.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -600152.937500 Penalty: 4252.211426
	Iteration 8Q: 3 clusters Score -600152.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -600230.875000 Penalty: 4252.211426
	Iteration 9Q: 3 clusters Score -600230.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -600319.812500 Penalty: 4252.211426
	Iteration 10Q: 3 clusters Score -600319.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -600423.625000 Penalty: 4252.211426
	Iteration 11Q: 3 clusters Score -600423.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -600523.062500 Penalty: 4252.211426
	Iteration 12Q: 3 clusters Score -600523.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -600616.562500 Penalty: 4252.211426
	Iteration 13Q: 3 clusters Score -600616.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -600713.375000 Penalty: 4252.211426
	Iteration 14Q: 3 clusters Score -600713.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -600807.500000 Penalty: 4252.211426
	Iteration 15Q: 3 clusters Score -600807.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -600904.875000 Penalty: 4252.211426
	Iteration 16Q: 3 clusters Score -600904.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -600991.375000 Penalty: 4252.211426
	Iteration 17Q: 3 clusters Score -600991.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -601056.187500 Penalty: 4252.211426
	Iteration 18Q: 3 clusters Score -601056.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -601102.250000 Penalty: 4252.211426
	Iteration 19Q: 3 clusters Score -601102.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -601138.000000 Penalty: 4252.211426
	Iteration 20F: 3 clusters Score -601138 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -601162.375000 Penalty: 4252.211426
	Iteration 21Q: 3 clusters Score -601162.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -601181.812500 Penalty: 4252.211426
	Iteration 22Q: 3 clusters Score -601181.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -601201.562500 Penalty: 4252.211426
	Iteration 23Q: 3 clusters Score -601201.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -601215.312500 Penalty: 4252.211426
	Iteration 24Q: 3 clusters Score -601215.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -601225.187500 Penalty: 4252.211426
	Iteration 25Q: 3 clusters Score -601225.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -601232.062500 Penalty: 4252.211426
	Iteration 26Q: 3 clusters Score -601232.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -601236.937500 Penalty: 4252.211426
	Iteration 27Q: 3 clusters Score -601236.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -601241.937500 Penalty: 4252.211426
	Iteration 28Q: 3 clusters Score -601241.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -601242.312500 Penalty: 4252.211426
	Iteration 29Q: 3 clusters Score -601242.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -601245.250000 Penalty: 4252.211426
	Iteration 30Q: 3 clusters Score -601245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -601245.375000 Penalty: 4252.211426
	Iteration 31Q: 3 clusters Score -601245.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -601247.375000 Penalty: 4252.211426
	Iteration 32Q: 3 clusters Score -601247.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -601246.937500 Penalty: 4252.211426
	Iteration 33Q: 3 clusters Score -601246.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -601248.625000 Penalty: 4252.211426
	Iteration 34Q: 3 clusters Score -601248.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -601249.812500 Penalty: 4252.211426
	Iteration 35Q: 3 clusters Score -601249.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -601248.875000 Penalty: 4252.211426
	Iteration 36Q: 3 clusters Score -601248.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -601251.437500 Penalty: 4252.211426
	Iteration 37Q: 3 clusters Score -601251.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -601253.187500 Penalty: 4252.211426
	Iteration 38Q: 3 clusters Score -601253.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -601255.562500 Penalty: 4252.211426
	Iteration 39Q: 3 clusters Score -601255.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -601255.875000 Penalty: 4252.211426
	Iteration 40F: 3 clusters Score -601255.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -601258.062500 Penalty: 4252.211426
	Iteration 41Q: 3 clusters Score -601258.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -601262.437500 Penalty: 4252.211426
	Iteration 42Q: 3 clusters Score -601262.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -601269.375000 Penalty: 4252.211426
	Iteration 43Q: 3 clusters Score -601269.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -601275.125000 Penalty: 4252.211426
	Iteration 44Q: 3 clusters Score -601275.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -601277.625000 Penalty: 4252.211426
	Iteration 45Q: 3 clusters Score -601277.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -601280.125000 Penalty: 4252.211426
	Iteration 46Q: 3 clusters Score -601280.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -601285.000000 Penalty: 4252.211426
	Iteration 47Q: 3 clusters Score -601285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -601286.687500 Penalty: 4252.211426
	Iteration 48Q: 3 clusters Score -601286.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -601288.125000 Penalty: 4252.211426
	Iteration 49Q: 3 clusters Score -601288.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -601290.125000 Penalty: 4252.211426
	Iteration 50Q: 3 clusters Score -601290.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -601293.062500 Penalty: 4252.211426
	Iteration 51Q: 3 clusters Score -601293.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -601296.812500 Penalty: 4252.211426
	Iteration 52Q: 3 clusters Score -601296.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -601301.937500 Penalty: 4252.211426
	Iteration 53Q: 3 clusters Score -601301.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -601305.437500 Penalty: 4252.211426
	Iteration 54Q: 3 clusters Score -601305.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -601309.125000 Penalty: 4252.211426
	Iteration 55Q: 3 clusters Score -601309.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -601310.812500 Penalty: 4252.211426
	Iteration 56Q: 3 clusters Score -601310.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -601315.937500 Penalty: 4252.211426
	Iteration 57Q: 3 clusters Score -601315.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -601319.187500 Penalty: 4252.211426
	Iteration 58Q: 3 clusters Score -601319.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -601323.812500 Penalty: 4252.211426
	Iteration 59Q: 3 clusters Score -601323.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -601325.062500 Penalty: 4252.211426
	Iteration 60F: 3 clusters Score -601325.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -601326.875000 Penalty: 4252.211426
	Iteration 61Q: 3 clusters Score -601326.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -601326.562500 Penalty: 4252.211426
	Iteration 62Q: 3 clusters Score -601326.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -601327.187500 Penalty: 4252.211426
	Iteration 63Q: 3 clusters Score -601327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -601327.187500 Penalty: 4252.211426
	Iteration 64F: 3 clusters Score -601327.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Entering Unmasked Estep 
Score: -7453268.500000 Penalty: 2721.243652
	Iteration 0F: 2 clusters Score -7453268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -7414380.000000 Penalty: 5442.487305
	Iteration 0F: 3 clusters Score -7414380 nChanged 26861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -7429077.000000 Penalty: 5442.487305
	Iteration 1F: 3 clusters Score -7429077 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -7429725.000000 Penalty: 5442.487305
	Iteration 2Q: 3 clusters Score -7429725 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -7430406.500000 Penalty: 5442.487305
	Iteration 3Q: 3 clusters Score -7430406 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -7431429.000000 Penalty: 5442.487305
	Iteration 4Q: 3 clusters Score -7431429 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -7433215.000000 Penalty: 5442.487305
	Iteration 5F: 3 clusters Score -7433215 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -7436110.500000 Penalty: 5442.487305
	Iteration 6F: 3 clusters Score -7436110 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -7440111.500000 Penalty: 5442.487305
	Iteration 7F: 3 clusters Score -7440112 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -7444469.000000 Penalty: 5442.487305
	Iteration 8F: 3 clusters Score -7444469 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -7447883.500000 Penalty: 5442.487305
	Iteration 9F: 3 clusters Score -7447884 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7449621.000000 Penalty: 5442.487305
	Iteration 10Q: 3 clusters Score -7449621 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7450357.000000 Penalty: 5442.487305
	Iteration 11Q: 3 clusters Score -7450357 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7450594.500000 Penalty: 5442.487305
	Iteration 12Q: 3 clusters Score -7450594 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57960 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7450711.500000 Penalty: 5442.487305
	Iteration 13Q: 3 clusters Score -7450712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57996 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7450779.000000 Penalty: 5442.487305
	Iteration 14Q: 3 clusters Score -7450779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7450816.000000 Penalty: 5442.487305
	Iteration 15Q: 3 clusters Score -7450816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58031 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7450841.000000 Penalty: 5442.487305
	Iteration 16Q: 3 clusters Score -7450841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58035 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7450861.000000 Penalty: 5442.487305
	Iteration 17Q: 3 clusters Score -7450861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7450865.500000 Penalty: 5442.487305
	Iteration 18Q: 3 clusters Score -7450866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7450889.000000 Penalty: 5442.487305
	Iteration 19Q: 3 clusters Score -7450889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7450896.500000 Penalty: 5442.487305
	Iteration 20F: 3 clusters Score -7450896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7450895.500000 Penalty: 5442.487305
	Iteration 21Q: 3 clusters Score -7450896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58041 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7450893.500000 Penalty: 5442.487305
	Iteration 22Q: 3 clusters Score -7450894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7450898.000000 Penalty: 5442.487305
	Iteration 23Q: 3 clusters Score -7450898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7450908.500000 Penalty: 5442.487305
	Iteration 24Q: 3 clusters Score -7450908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7450909.000000 Penalty: 5442.487305
	Iteration 25Q: 3 clusters Score -7450909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7450909.000000 Penalty: 5442.487305
	Iteration 26F: 3 clusters Score -7450909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -37404.773438 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -37404.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36131.617188 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -36131.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36306.718750 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -36306.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36375.582031 Penalty: 2905.534668
	Iteration 2Q: 3 clusters Score -36375.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36414.625000 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -36414.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36450.777344 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -36450.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36468.480469 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -36468.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36499.011719 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -36499.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36535.531250 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -36535.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36554.468750 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -36554.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36556.433594 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -36556.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36556.433594 Penalty: 2905.534668
	Iteration 10F: 3 clusters Score -36556.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Entering Unmasked Estep 
Score: -1927057.375000 Penalty: 2380.517822
	Iteration 0F: 2 clusters Score -1927057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1916297.875000 Penalty: 4761.035645
	Iteration 0F: 3 clusters Score -1916298 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1919528.625000 Penalty: 4761.035645
	Iteration 1F: 3 clusters Score -1919529 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1919879.250000 Penalty: 4761.035645
	Iteration 2F: 3 clusters Score -1919879 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1920142.625000 Penalty: 4761.035645
	Iteration 3Q: 3 clusters Score -1920143 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1920340.625000 Penalty: 4761.035645
	Iteration 4Q: 3 clusters Score -1920341 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1920514.125000 Penalty: 4761.035645
	Iteration 5Q: 3 clusters Score -1920514 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1920688.375000 Penalty: 4761.035645
	Iteration 6Q: 3 clusters Score -1920688 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1920883.000000 Penalty: 4761.035645
	Iteration 7Q: 3 clusters Score -1920883 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1921124.875000 Penalty: 4761.035645
	Iteration 8Q: 3 clusters Score -1921125 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1921425.625000 Penalty: 4761.035645
	Iteration 9Q: 3 clusters Score -1921426 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1921838.000000 Penalty: 4761.035645
	Iteration 10Q: 3 clusters Score -1921838 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1922334.250000 Penalty: 4761.035645
	Iteration 11F: 3 clusters Score -1922334 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1922846.125000 Penalty: 4761.035645
	Iteration 12Q: 3 clusters Score -1922846 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1923378.750000 Penalty: 4761.035645
	Iteration 13Q: 3 clusters Score -1923379 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1923807.375000 Penalty: 4761.035645
	Iteration 14Q: 3 clusters Score -1923807 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1924144.625000 Penalty: 4761.035645
	Iteration 15Q: 3 clusters Score -1924145 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1924414.750000 Penalty: 4761.035645
	Iteration 16Q: 3 clusters Score -1924415 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1924616.875000 Penalty: 4761.035645
	Iteration 17Q: 3 clusters Score -1924617 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1924758.375000 Penalty: 4761.035645
	Iteration 18Q: 3 clusters Score -1924758 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1924862.750000 Penalty: 4761.035645
	Iteration 19Q: 3 clusters Score -1924863 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1924932.500000 Penalty: 4761.035645
	Iteration 20F: 3 clusters Score -1924932 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1924980.375000 Penalty: 4761.035645
	Iteration 21Q: 3 clusters Score -1924980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1925010.125000 Penalty: 4761.035645
	Iteration 22Q: 3 clusters Score -1925010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1925029.500000 Penalty: 4761.035645
	Iteration 23Q: 3 clusters Score -1925030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1925042.750000 Penalty: 4761.035645
	Iteration 24Q: 3 clusters Score -1925043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1925055.875000 Penalty: 4761.035645
	Iteration 25Q: 3 clusters Score -1925056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1925064.625000 Penalty: 4761.035645
	Iteration 26Q: 3 clusters Score -1925065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1925066.750000 Penalty: 4761.035645
	Iteration 27Q: 3 clusters Score -1925067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1925068.375000 Penalty: 4761.035645
	Iteration 28Q: 3 clusters Score -1925068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1925072.375000 Penalty: 4761.035645
	Iteration 29Q: 3 clusters Score -1925072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1925077.375000 Penalty: 4761.035645
	Iteration 30Q: 3 clusters Score -1925077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1925079.375000 Penalty: 4761.035645
	Iteration 31Q: 3 clusters Score -1925079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1925080.375000 Penalty: 4761.035645
	Iteration 32Q: 3 clusters Score -1925080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1925080.000000 Penalty: 4761.035645
	Iteration 33Q: 3 clusters Score -1925080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1925080.000000 Penalty: 4761.035645
	Iteration 34F: 3 clusters Score -1925080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158858 members 
Entering Unmasked Estep 
Score: -20652304.000000 Penalty: 2969.989990
	Iteration 0F: 2 clusters Score -2.06523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79340 members 
Mstep: Class 2 contains 79518 members 
Entering Unmasked Estep 
Score: -20547510.000000 Penalty: 5939.979980
	Iteration 0F: 3 clusters Score -2.054751e+07 nChanged 75802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77960 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -20591780.000000 Penalty: 5939.979980
	Iteration 1F: 3 clusters Score -2.059178e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77487 members 
Mstep: Class 2 contains 81371 members 
Entering Unmasked Estep 
Score: -20593074.000000 Penalty: 5939.979980
	Iteration 2Q: 3 clusters Score -2.059307e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76926 members 
Mstep: Class 2 contains 81932 members 
Entering Unmasked Estep 
Score: -20594830.000000 Penalty: 5939.979980
	Iteration 3Q: 3 clusters Score -2.059483e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76324 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -20597236.000000 Penalty: 5939.979980
	Iteration 4Q: 3 clusters Score -2.059724e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75807 members 
Mstep: Class 2 contains 83051 members 
Entering Unmasked Estep 
Score: -20600560.000000 Penalty: 5939.979980
	Iteration 5Q: 3 clusters Score -2.060056e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 82927 members 
Entering Unmasked Estep 
Score: -20604892.000000 Penalty: 5939.979980
	Iteration 6F: 3 clusters Score -2.060489e+07 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76660 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -20610262.000000 Penalty: 5939.979980
	Iteration 7F: 3 clusters Score -2.061026e+07 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78353 members 
Mstep: Class 2 contains 80505 members 
Entering Unmasked Estep 
Score: -20616602.000000 Penalty: 5939.979980
	Iteration 8F: 3 clusters Score -2.06166e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 77957 members 
Entering Unmasked Estep 
Score: -20623936.000000 Penalty: 5939.979980
	Iteration 9F: 3 clusters Score -2.062394e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83757 members 
Mstep: Class 2 contains 75101 members 
Entering Unmasked Estep 
Score: -20630104.000000 Penalty: 5939.979980
	Iteration 10F: 3 clusters Score -2.06301e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 72687 members 
Entering Unmasked Estep 
Score: -20633484.000000 Penalty: 5939.979980
	Iteration 11Q: 3 clusters Score -2.063348e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88140 members 
Mstep: Class 2 contains 70718 members 
Entering Unmasked Estep 
Score: -20634964.000000 Penalty: 5939.979980
	Iteration 12Q: 3 clusters Score -2.063496e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -20635712.000000 Penalty: 5939.979980
	Iteration 13Q: 3 clusters Score -2.063571e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91591 members 
Mstep: Class 2 contains 67267 members 
Entering Unmasked Estep 
Score: -20636254.000000 Penalty: 5939.979980
	Iteration 14Q: 3 clusters Score -2.063625e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93322 members 
Mstep: Class 2 contains 65536 members 
Entering Unmasked Estep 
Score: -20636842.000000 Penalty: 5939.979980
	Iteration 15Q: 3 clusters Score -2.063684e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95070 members 
Mstep: Class 2 contains 63788 members 
Entering Unmasked Estep 
Score: -20637340.000000 Penalty: 5939.979980
	Iteration 16Q: 3 clusters Score -2.063734e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96870 members 
Mstep: Class 2 contains 61988 members 
Entering Unmasked Estep 
Score: -20637810.000000 Penalty: 5939.979980
	Iteration 17Q: 3 clusters Score -2.063781e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98618 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -20638138.000000 Penalty: 5939.979980
	Iteration 18Q: 3 clusters Score -2.063814e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100429 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -20638590.000000 Penalty: 5939.979980
	Iteration 19Q: 3 clusters Score -2.063859e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102241 members 
Mstep: Class 2 contains 56617 members 
Entering Unmasked Estep 
Score: -20638988.000000 Penalty: 5939.979980
	Iteration 20F: 3 clusters Score -2.063899e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104032 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -20639400.000000 Penalty: 5939.979980
	Iteration 21Q: 3 clusters Score -2.06394e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105785 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -20639820.000000 Penalty: 5939.979980
	Iteration 22Q: 3 clusters Score -2.063982e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107567 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -20640164.000000 Penalty: 5939.979980
	Iteration 23Q: 3 clusters Score -2.064016e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109337 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -20640458.000000 Penalty: 5939.979980
	Iteration 24Q: 3 clusters Score -2.064046e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111064 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -20640970.000000 Penalty: 5939.979980
	Iteration 25Q: 3 clusters Score -2.064097e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112830 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -20641294.000000 Penalty: 5939.979980
	Iteration 26Q: 3 clusters Score -2.064129e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114688 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -20641748.000000 Penalty: 5939.979980
	Iteration 27Q: 3 clusters Score -2.064175e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116516 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -20642104.000000 Penalty: 5939.979980
	Iteration 28Q: 3 clusters Score -2.06421e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118289 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -20642390.000000 Penalty: 5939.979980
	Iteration 29Q: 3 clusters Score -2.064239e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120095 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -20642828.000000 Penalty: 5939.979980
	Iteration 30Q: 3 clusters Score -2.064283e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121897 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -20643220.000000 Penalty: 5939.979980
	Iteration 31Q: 3 clusters Score -2.064322e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123672 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -20643712.000000 Penalty: 5939.979980
	Iteration 32Q: 3 clusters Score -2.064371e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125422 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -20644092.000000 Penalty: 5939.979980
	Iteration 33Q: 3 clusters Score -2.064409e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127096 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -20644624.000000 Penalty: 5939.979980
	Iteration 34Q: 3 clusters Score -2.064462e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128781 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -20645022.000000 Penalty: 5939.979980
	Iteration 35Q: 3 clusters Score -2.064502e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130470 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -20645344.000000 Penalty: 5939.979980
	Iteration 36Q: 3 clusters Score -2.064534e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132149 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -20645836.000000 Penalty: 5939.979980
	Iteration 37Q: 3 clusters Score -2.064584e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133752 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -20646226.000000 Penalty: 5939.979980
	Iteration 38Q: 3 clusters Score -2.064623e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135276 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -20646576.000000 Penalty: 5939.979980
	Iteration 39Q: 3 clusters Score -2.064658e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136765 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -20647020.000000 Penalty: 5939.979980
	Iteration 40F: 3 clusters Score -2.064702e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138286 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -20647558.000000 Penalty: 5939.979980
	Iteration 41Q: 3 clusters Score -2.064756e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139719 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -20648064.000000 Penalty: 5939.979980
	Iteration 42Q: 3 clusters Score -2.064806e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141133 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -20648432.000000 Penalty: 5939.979980
	Iteration 43Q: 3 clusters Score -2.064843e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142459 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -20648876.000000 Penalty: 5939.979980
	Iteration 44Q: 3 clusters Score -2.064888e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143757 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -20649290.000000 Penalty: 5939.979980
	Iteration 45Q: 3 clusters Score -2.064929e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144979 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -20649616.000000 Penalty: 5939.979980
	Iteration 46Q: 3 clusters Score -2.064962e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146066 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -20649912.000000 Penalty: 5939.979980
	Iteration 47Q: 3 clusters Score -2.064991e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147057 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -20650208.000000 Penalty: 5939.979980
	Iteration 48Q: 3 clusters Score -2.065021e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147986 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -20650516.000000 Penalty: 5939.979980
	Iteration 49Q: 3 clusters Score -2.065052e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148834 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -20650704.000000 Penalty: 5939.979980
	Iteration 50Q: 3 clusters Score -2.06507e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149571 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -20650924.000000 Penalty: 5939.979980
	Iteration 51Q: 3 clusters Score -2.065092e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150228 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -20651192.000000 Penalty: 5939.979980
	Iteration 52Q: 3 clusters Score -2.065119e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150794 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -20651342.000000 Penalty: 5939.979980
	Iteration 53Q: 3 clusters Score -2.065134e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151279 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -20651496.000000 Penalty: 5939.979980
	Iteration 54Q: 3 clusters Score -2.06515e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151685 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -20651540.000000 Penalty: 5939.979980
	Iteration 55Q: 3 clusters Score -2.065154e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152056 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -20651612.000000 Penalty: 5939.979980
	Iteration 56Q: 3 clusters Score -2.065161e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152372 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -20651618.000000 Penalty: 5939.979980
	Iteration 57Q: 3 clusters Score -2.065162e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152631 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -20651682.000000 Penalty: 5939.979980
	Iteration 58Q: 3 clusters Score -2.065168e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152850 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -20651698.000000 Penalty: 5939.979980
	Iteration 59Q: 3 clusters Score -2.06517e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153057 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -20651736.000000 Penalty: 5939.979980
	Iteration 60F: 3 clusters Score -2.065174e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153249 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -20651764.000000 Penalty: 5939.979980
	Iteration 61Q: 3 clusters Score -2.065176e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153426 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -20651692.000000 Penalty: 5939.979980
	Iteration 62Q: 3 clusters Score -2.065169e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153582 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -20651720.000000 Penalty: 5939.979980
	Iteration 63Q: 3 clusters Score -2.065172e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153724 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -20651774.000000 Penalty: 5939.979980
	Iteration 64Q: 3 clusters Score -2.065177e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153843 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -20651718.000000 Penalty: 5939.979980
	Iteration 65Q: 3 clusters Score -2.065172e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153945 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -20651724.000000 Penalty: 5939.979980
	Iteration 66Q: 3 clusters Score -2.065172e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154036 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -20651742.000000 Penalty: 5939.979980
	Iteration 67Q: 3 clusters Score -2.065174e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154128 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -20651744.000000 Penalty: 5939.979980
	Iteration 68Q: 3 clusters Score -2.065174e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154206 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -20651764.000000 Penalty: 5939.979980
	Iteration 69Q: 3 clusters Score -2.065176e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154276 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -20651764.000000 Penalty: 5939.979980
	Iteration 70Q: 3 clusters Score -2.065176e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154348 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -20651760.000000 Penalty: 5939.979980
	Iteration 71Q: 3 clusters Score -2.065176e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154413 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -20651790.000000 Penalty: 5939.979980
	Iteration 72Q: 3 clusters Score -2.065179e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154463 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -20651764.000000 Penalty: 5939.979980
	Iteration 73Q: 3 clusters Score -2.065176e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154503 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -20651808.000000 Penalty: 5939.979980
	Iteration 74Q: 3 clusters Score -2.065181e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154539 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -20651798.000000 Penalty: 5939.979980
	Iteration 75Q: 3 clusters Score -2.06518e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154566 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -20651814.000000 Penalty: 5939.979980
	Iteration 76Q: 3 clusters Score -2.065181e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154597 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -20651798.000000 Penalty: 5939.979980
	Iteration 77Q: 3 clusters Score -2.06518e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154629 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -20651774.000000 Penalty: 5939.979980
	Iteration 78Q: 3 clusters Score -2.065177e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154657 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -20651790.000000 Penalty: 5939.979980
	Iteration 79Q: 3 clusters Score -2.065179e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154688 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -20651786.000000 Penalty: 5939.979980
	Iteration 80F: 3 clusters Score -2.065179e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154718 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -20651822.000000 Penalty: 5939.979980
	Iteration 81Q: 3 clusters Score -2.065182e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154736 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -20651840.000000 Penalty: 5939.979980
	Iteration 82Q: 3 clusters Score -2.065184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154757 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -20651846.000000 Penalty: 5939.979980
	Iteration 83Q: 3 clusters Score -2.065185e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154792 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -20651866.000000 Penalty: 5939.979980
	Iteration 84Q: 3 clusters Score -2.065187e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154836 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -20651894.000000 Penalty: 5939.979980
	Iteration 85Q: 3 clusters Score -2.065189e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154868 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -20651900.000000 Penalty: 5939.979980
	Iteration 86Q: 3 clusters Score -2.06519e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154898 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -20651912.000000 Penalty: 5939.979980
	Iteration 87Q: 3 clusters Score -2.065191e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154921 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -20651876.000000 Penalty: 5939.979980
	Iteration 88Q: 3 clusters Score -2.065188e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154948 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -20651872.000000 Penalty: 5939.979980
	Iteration 89Q: 3 clusters Score -2.065187e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154975 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -20651854.000000 Penalty: 5939.979980
	Iteration 90Q: 3 clusters Score -2.065185e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154996 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -20651864.000000 Penalty: 5939.979980
	Iteration 91Q: 3 clusters Score -2.065186e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155021 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -20651856.000000 Penalty: 5939.979980
	Iteration 92Q: 3 clusters Score -2.065186e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155038 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -20651868.000000 Penalty: 5939.979980
	Iteration 93Q: 3 clusters Score -2.065187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155051 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -20651878.000000 Penalty: 5939.979980
	Iteration 94Q: 3 clusters Score -2.065188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155064 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -20651848.000000 Penalty: 5939.979980
	Iteration 95Q: 3 clusters Score -2.065185e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155077 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -20651850.000000 Penalty: 5939.979980
	Iteration 96Q: 3 clusters Score -2.065185e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155088 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -20651842.000000 Penalty: 5939.979980
	Iteration 97Q: 3 clusters Score -2.065184e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155102 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -20651850.000000 Penalty: 5939.979980
	Iteration 98Q: 3 clusters Score -2.065185e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155116 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -20651844.000000 Penalty: 5939.979980
	Iteration 99Q: 3 clusters Score -2.065184e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155130 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -20651860.000000 Penalty: 5939.979980
	Iteration 100F: 3 clusters Score -2.065186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155142 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -20651858.000000 Penalty: 5939.979980
	Iteration 101Q: 3 clusters Score -2.065186e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155159 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -20651868.000000 Penalty: 5939.979980
	Iteration 102Q: 3 clusters Score -2.065187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155172 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -20651866.000000 Penalty: 5939.979980
	Iteration 103Q: 3 clusters Score -2.065187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155180 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -20651890.000000 Penalty: 5939.979980
	Iteration 104Q: 3 clusters Score -2.065189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155193 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -20651870.000000 Penalty: 5939.979980
	Iteration 105Q: 3 clusters Score -2.065187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155207 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -20651866.000000 Penalty: 5939.979980
	Iteration 106Q: 3 clusters Score -2.065187e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155216 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -20651886.000000 Penalty: 5939.979980
	Iteration 107Q: 3 clusters Score -2.065189e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155226 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -20651884.000000 Penalty: 5939.979980
	Iteration 108Q: 3 clusters Score -2.065188e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155241 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -20651874.000000 Penalty: 5939.979980
	Iteration 109Q: 3 clusters Score -2.065187e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155256 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -20651918.000000 Penalty: 5939.979980
	Iteration 110Q: 3 clusters Score -2.065192e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155269 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -20651904.000000 Penalty: 5939.979980
	Iteration 111Q: 3 clusters Score -2.06519e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155275 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -20651908.000000 Penalty: 5939.979980
	Iteration 112Q: 3 clusters Score -2.065191e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155286 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -20651932.000000 Penalty: 5939.979980
	Iteration 113Q: 3 clusters Score -2.065193e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155297 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -20651944.000000 Penalty: 5939.979980
	Iteration 114Q: 3 clusters Score -2.065194e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155318 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -20651948.000000 Penalty: 5939.979980
	Iteration 115Q: 3 clusters Score -2.065195e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155339 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -20651914.000000 Penalty: 5939.979980
	Iteration 116Q: 3 clusters Score -2.065191e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155356 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -20651924.000000 Penalty: 5939.979980
	Iteration 117Q: 3 clusters Score -2.065192e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155363 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -20651928.000000 Penalty: 5939.979980
	Iteration 118Q: 3 clusters Score -2.065193e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155368 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -20651960.000000 Penalty: 5939.979980
	Iteration 119Q: 3 clusters Score -2.065196e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155379 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -20651964.000000 Penalty: 5939.979980
	Iteration 120F: 3 clusters Score -2.065196e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155400 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -20651980.000000 Penalty: 5939.979980
	Iteration 121Q: 3 clusters Score -2.065198e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155415 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -20651998.000000 Penalty: 5939.979980
	Iteration 122Q: 3 clusters Score -2.0652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155430 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -20651974.000000 Penalty: 5939.979980
	Iteration 123Q: 3 clusters Score -2.065197e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155442 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -20651974.000000 Penalty: 5939.979980
	Iteration 124Q: 3 clusters Score -2.065197e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155441 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -20651986.000000 Penalty: 5939.979980
	Iteration 125Q: 3 clusters Score -2.065199e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155444 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -20652006.000000 Penalty: 5939.979980
	Iteration 126Q: 3 clusters Score -2.065201e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155454 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -20652004.000000 Penalty: 5939.979980
	Iteration 127Q: 3 clusters Score -2.0652e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155467 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -20652008.000000 Penalty: 5939.979980
	Iteration 128Q: 3 clusters Score -2.065201e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155482 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -20652028.000000 Penalty: 5939.979980
	Iteration 129Q: 3 clusters Score -2.065203e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155486 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -20652032.000000 Penalty: 5939.979980
	Iteration 130Q: 3 clusters Score -2.065203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155492 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -20652032.000000 Penalty: 5939.979980
	Iteration 131Q: 3 clusters Score -2.065203e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155493 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -20652040.000000 Penalty: 5939.979980
	Iteration 132Q: 3 clusters Score -2.065204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155494 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -20652036.000000 Penalty: 5939.979980
	Iteration 133Q: 3 clusters Score -2.065204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155498 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -20652042.000000 Penalty: 5939.979980
	Iteration 134Q: 3 clusters Score -2.065204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155502 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -20652028.000000 Penalty: 5939.979980
	Iteration 135Q: 3 clusters Score -2.065203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155505 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -20652054.000000 Penalty: 5939.979980
	Iteration 136Q: 3 clusters Score -2.065205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155504 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -20652048.000000 Penalty: 5939.979980
	Iteration 137Q: 3 clusters Score -2.065205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155502 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -20652036.000000 Penalty: 5939.979980
	Iteration 138Q: 3 clusters Score -2.065204e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155501 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -20652042.000000 Penalty: 5939.979980
	Iteration 139Q: 3 clusters Score -2.065204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155501 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -20652056.000000 Penalty: 5939.979980
	Iteration 140F: 3 clusters Score -2.065206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155502 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -20652058.000000 Penalty: 5939.979980
	Iteration 141Q: 3 clusters Score -2.065206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155503 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -20652052.000000 Penalty: 5939.979980
	Iteration 142Q: 3 clusters Score -2.065205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155506 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -20652072.000000 Penalty: 5939.979980
	Iteration 143Q: 3 clusters Score -2.065207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155508 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -20652062.000000 Penalty: 5939.979980
	Iteration 144Q: 3 clusters Score -2.065206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155509 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -20652060.000000 Penalty: 5939.979980
	Iteration 145Q: 3 clusters Score -2.065206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155511 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -20652066.000000 Penalty: 5939.979980
	Iteration 146Q: 3 clusters Score -2.065207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155516 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -20652078.000000 Penalty: 5939.979980
	Iteration 147Q: 3 clusters Score -2.065208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155521 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -20652074.000000 Penalty: 5939.979980
	Iteration 148Q: 3 clusters Score -2.065207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155528 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -20652084.000000 Penalty: 5939.979980
	Iteration 149Q: 3 clusters Score -2.065208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155531 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -20652090.000000 Penalty: 5939.979980
	Iteration 150Q: 3 clusters Score -2.065209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155535 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -20652078.000000 Penalty: 5939.979980
	Iteration 151Q: 3 clusters Score -2.065208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155539 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -20652066.000000 Penalty: 5939.979980
	Iteration 152Q: 3 clusters Score -2.065207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155538 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -20652080.000000 Penalty: 5939.979980
	Iteration 153Q: 3 clusters Score -2.065208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155534 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -20652076.000000 Penalty: 5939.979980
	Iteration 154Q: 3 clusters Score -2.065208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155534 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -20652082.000000 Penalty: 5939.979980
	Iteration 155Q: 3 clusters Score -2.065208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155535 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -20652082.000000 Penalty: 5939.979980
	Iteration 156Q: 3 clusters Score -2.065208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155536 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -20652078.000000 Penalty: 5939.979980
	Iteration 157Q: 3 clusters Score -2.065208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155538 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -20652080.000000 Penalty: 5939.979980
	Iteration 158Q: 3 clusters Score -2.065208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155538 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -20652076.000000 Penalty: 5939.979980
	Iteration 159Q: 3 clusters Score -2.065208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155541 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -20652074.000000 Penalty: 5939.979980
	Iteration 160F: 3 clusters Score -2.065207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155545 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -20652068.000000 Penalty: 5939.979980
	Iteration 161Q: 3 clusters Score -2.065207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155549 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -20652044.000000 Penalty: 5939.979980
	Iteration 162Q: 3 clusters Score -2.065204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155550 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -20652048.000000 Penalty: 5939.979980
	Iteration 163Q: 3 clusters Score -2.065205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155555 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -20652036.000000 Penalty: 5939.979980
	Iteration 164Q: 3 clusters Score -2.065204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155558 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -20652032.000000 Penalty: 5939.979980
	Iteration 165Q: 3 clusters Score -2.065203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155559 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -20652042.000000 Penalty: 5939.979980
	Iteration 166Q: 3 clusters Score -2.065204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155561 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -20652022.000000 Penalty: 5939.979980
	Iteration 167Q: 3 clusters Score -2.065202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155564 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -20652032.000000 Penalty: 5939.979980
	Iteration 168Q: 3 clusters Score -2.065203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155565 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -20652032.000000 Penalty: 5939.979980
	Iteration 169Q: 3 clusters Score -2.065203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155566 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -20652034.000000 Penalty: 5939.979980
	Iteration 170Q: 3 clusters Score -2.065203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155566 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -20652034.000000 Penalty: 5939.979980
	Iteration 171F: 3 clusters Score -2.065203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -76066.257812 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -76066.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74508.140625 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -74508.14 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75062.500000 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -75062.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -75661.304688 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -75661.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -76372.367188 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -76372.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -76859.531250 Penalty: 3238.591797
	Iteration 4F: 3 clusters Score -76859.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -76938.968750 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -76938.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -76979.265625 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -76979.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -76989.250000 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -76989.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -77067.734375 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -77067.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -77110.875000 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -77110.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -77110.875000 Penalty: 3238.591797
	Iteration 10F: 3 clusters Score -77110.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40944 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20299 members 
Mstep: Class 7 contains 274984 members 
Mstep: Class 8 contains 40268 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6489 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5432 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 58265 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14748 members 
Mstep: Class 20 contains 158858 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 225 members 
Entering Unmasked Estep 
Score: -90837408.000000 Penalty: 76903.515625
Splitting cluster 21 changes total score from -90838056.000000 to -90837408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -84570.812500 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -84570.81 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 384 members 
Entering Unmasked Estep 
Score: -82989.218750 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -82989.22 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -83551.125000 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -83551.12 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83785.476562 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -83785.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -83939.195312 Penalty: 3290.778320
	Iteration 3F: 3 clusters Score -83939.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84016.625000 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -84016.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84067.195312 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -84067.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84114.015625 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -84114.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84130.546875 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -84130.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84138.578125 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -84138.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84141.031250 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -84141.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84142.132812 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -84142.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84142.132812 Penalty: 3290.778320
	Iteration 11F: 3 clusters Score -84142.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40944 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20299 members 
Mstep: Class 7 contains 274984 members 
Mstep: Class 8 contains 40268 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6489 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5432 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 58265 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14748 members 
Mstep: Class 20 contains 158858 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838160.000000 Penalty: 73559.882812
Iteration 199Q: 23 clusters Score -9.083816e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40944 members 
Mstep: Class 5 contains 26424 members 
Mstep: Class 6 contains 20296 members 
Mstep: Class 7 contains 275016 members 
Mstep: Class 8 contains 40266 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6489 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5433 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 58265 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 20 contains 158823 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838136.000000 Penalty: 73559.882812
Iteration 200F: 23 clusters Score -9.083814e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40941 members 
Mstep: Class 5 contains 26429 members 
Mstep: Class 6 contains 20293 members 
Mstep: Class 7 contains 275024 members 
Mstep: Class 8 contains 40263 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6490 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5433 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 58261 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 158816 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838136.000000 Penalty: 73559.882812
Iteration 201Q: 23 clusters Score -9.083814e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40940 members 
Mstep: Class 5 contains 26429 members 
Mstep: Class 6 contains 20291 members 
Mstep: Class 7 contains 275030 members 
Mstep: Class 8 contains 40265 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6490 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5433 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5286 members 
Mstep: Class 17 contains 58258 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 158808 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838080.000000 Penalty: 73559.882812
Iteration 202Q: 23 clusters Score -9.083808e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40936 members 
Mstep: Class 5 contains 26432 members 
Mstep: Class 6 contains 20288 members 
Mstep: Class 7 contains 275046 members 
Mstep: Class 8 contains 40261 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6490 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5433 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5286 members 
Mstep: Class 17 contains 58254 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 158801 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838048.000000 Penalty: 73559.882812
Iteration 203Q: 23 clusters Score -9.083805e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40930 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 20284 members 
Mstep: Class 7 contains 275060 members 
Mstep: Class 8 contains 40258 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6491 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5433 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13237 members 
Mstep: Class 16 contains 5286 members 
Mstep: Class 17 contains 58249 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 158797 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838168.000000 Penalty: 73559.882812
Iteration 204Q: 23 clusters Score -9.083817e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40930 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 20284 members 
Mstep: Class 7 contains 275073 members 
Mstep: Class 8 contains 40257 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6493 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5433 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13238 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 58248 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 158779 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838176.000000 Penalty: 73559.882812
Iteration 205Q: 23 clusters Score -9.083818e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40931 members 
Mstep: Class 5 contains 26436 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 275083 members 
Mstep: Class 8 contains 40259 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6493 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5433 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13238 members 
Mstep: Class 16 contains 5289 members 
Mstep: Class 17 contains 58244 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 158766 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838232.000000 Penalty: 73559.882812
Iteration 206Q: 23 clusters Score -9.083823e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40931 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 275090 members 
Mstep: Class 8 contains 40259 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6493 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5433 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58243 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 158748 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838168.000000 Penalty: 73559.882812
Iteration 207Q: 23 clusters Score -9.083817e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40932 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 275100 members 
Mstep: Class 8 contains 40260 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6493 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5433 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58241 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 158731 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838168.000000 Penalty: 73559.882812
Iteration 208Q: 23 clusters Score -9.083817e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40931 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 275110 members 
Mstep: Class 8 contains 40260 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6494 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5433 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58241 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 158718 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838208.000000 Penalty: 73559.882812
Iteration 209Q: 23 clusters Score -9.083821e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40929 members 
Mstep: Class 5 contains 26436 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 275124 members 
Mstep: Class 8 contains 40259 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6494 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5433 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58237 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 158706 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838200.000000 Penalty: 73559.882812
Iteration 210Q: 23 clusters Score -9.08382e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40929 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 275133 members 
Mstep: Class 8 contains 40256 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6495 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5434 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58238 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 158692 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838168.000000 Penalty: 73559.882812
Iteration 211Q: 23 clusters Score -9.083817e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40929 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 275154 members 
Mstep: Class 8 contains 40258 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6496 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5434 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13241 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58236 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14750 members 
Mstep: Class 20 contains 158662 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838136.000000 Penalty: 73559.882812
Iteration 212Q: 23 clusters Score -9.083814e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40926 members 
Mstep: Class 5 contains 26436 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 275174 members 
Mstep: Class 8 contains 40258 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6497 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5434 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13241 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58238 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14755 members 
Mstep: Class 20 contains 158632 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838088.000000 Penalty: 73559.882812
Iteration 213Q: 23 clusters Score -9.083809e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40924 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 20283 members 
Mstep: Class 7 contains 275199 members 
Mstep: Class 8 contains 40259 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6497 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5434 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13241 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58233 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 158607 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838072.000000 Penalty: 73559.882812
Iteration 214Q: 23 clusters Score -9.083807e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40923 members 
Mstep: Class 5 contains 26438 members 
Mstep: Class 6 contains 20280 members 
Mstep: Class 7 contains 275219 members 
Mstep: Class 8 contains 40258 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6497 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5434 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13241 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58228 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 158585 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838136.000000 Penalty: 73559.882812
Iteration 215Q: 23 clusters Score -9.083814e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40922 members 
Mstep: Class 5 contains 26442 members 
Mstep: Class 6 contains 20279 members 
Mstep: Class 7 contains 275234 members 
Mstep: Class 8 contains 40256 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6497 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5434 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13241 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58225 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 158569 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838160.000000 Penalty: 73559.882812
Iteration 216Q: 23 clusters Score -9.083816e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40923 members 
Mstep: Class 5 contains 26443 members 
Mstep: Class 6 contains 20276 members 
Mstep: Class 7 contains 275267 members 
Mstep: Class 8 contains 40255 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6498 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5434 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58216 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 158550 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838120.000000 Penalty: 73559.882812
Iteration 217Q: 23 clusters Score -9.083812e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40925 members 
Mstep: Class 5 contains 26445 members 
Mstep: Class 6 contains 20274 members 
Mstep: Class 7 contains 275288 members 
Mstep: Class 8 contains 40252 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6499 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5434 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58211 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14759 members 
Mstep: Class 20 contains 158535 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838200.000000 Penalty: 73559.882812
Iteration 218Q: 23 clusters Score -9.08382e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40926 members 
Mstep: Class 5 contains 26444 members 
Mstep: Class 6 contains 20274 members 
Mstep: Class 7 contains 275311 members 
Mstep: Class 8 contains 40252 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6499 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5434 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58206 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 158519 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838192.000000 Penalty: 73559.882812
Iteration 219Q: 23 clusters Score -9.083819e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40926 members 
Mstep: Class 5 contains 26445 members 
Mstep: Class 6 contains 20270 members 
Mstep: Class 7 contains 275337 members 
Mstep: Class 8 contains 40250 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6499 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5434 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58202 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14756 members 
Mstep: Class 20 contains 158498 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838256.000000 Penalty: 73559.882812
Iteration 220F: 23 clusters Score -9.083826e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40925 members 
Mstep: Class 5 contains 26446 members 
Mstep: Class 6 contains 20272 members 
Mstep: Class 7 contains 275359 members 
Mstep: Class 8 contains 40248 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6499 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5435 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58196 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14759 members 
Mstep: Class 20 contains 158480 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838336.000000 Penalty: 73559.882812
Iteration 221Q: 23 clusters Score -9.083834e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40923 members 
Mstep: Class 5 contains 26446 members 
Mstep: Class 6 contains 20270 members 
Mstep: Class 7 contains 275377 members 
Mstep: Class 8 contains 40248 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6499 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5435 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58191 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14759 members 
Mstep: Class 20 contains 158471 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838280.000000 Penalty: 73559.882812
Iteration 222Q: 23 clusters Score -9.083828e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40923 members 
Mstep: Class 5 contains 26446 members 
Mstep: Class 6 contains 20268 members 
Mstep: Class 7 contains 275382 members 
Mstep: Class 8 contains 40245 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6500 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5435 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58189 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 158472 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838248.000000 Penalty: 73559.882812
Iteration 223Q: 23 clusters Score -9.083825e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40924 members 
Mstep: Class 5 contains 26448 members 
Mstep: Class 6 contains 20267 members 
Mstep: Class 7 contains 275383 members 
Mstep: Class 8 contains 40244 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6500 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5435 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58186 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 158473 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838208.000000 Penalty: 73559.882812
Iteration 224Q: 23 clusters Score -9.083821e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40924 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 20269 members 
Mstep: Class 7 contains 275386 members 
Mstep: Class 8 contains 40243 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6501 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5435 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58180 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 158473 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838128.000000 Penalty: 73559.882812
Iteration 225Q: 23 clusters Score -9.083813e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40925 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 20275 members 
Mstep: Class 7 contains 275391 members 
Mstep: Class 8 contains 40242 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6504 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5435 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58175 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 158467 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838248.000000 Penalty: 73559.882812
Iteration 226Q: 23 clusters Score -9.083825e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40926 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 20279 members 
Mstep: Class 7 contains 275400 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6505 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5435 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58170 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 158459 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838208.000000 Penalty: 73559.882812
Iteration 227Q: 23 clusters Score -9.083821e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40929 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 20279 members 
Mstep: Class 7 contains 275404 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6508 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5435 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58168 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 158453 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838176.000000 Penalty: 73559.882812
Iteration 228Q: 23 clusters Score -9.083818e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40930 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 20280 members 
Mstep: Class 7 contains 275413 members 
Mstep: Class 8 contains 40240 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6509 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5436 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58167 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14759 members 
Mstep: Class 20 contains 158443 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838232.000000 Penalty: 73559.882812
Iteration 229Q: 23 clusters Score -9.083823e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40930 members 
Mstep: Class 5 contains 26449 members 
Mstep: Class 6 contains 20282 members 
Mstep: Class 7 contains 275411 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6510 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5436 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58166 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 158443 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838272.000000 Penalty: 73559.882812
Iteration 230Q: 23 clusters Score -9.083827e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40930 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 20283 members 
Mstep: Class 7 contains 275409 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6511 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5437 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58166 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 158442 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838240.000000 Penalty: 73559.882812
Iteration 231Q: 23 clusters Score -9.083824e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40930 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 275402 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6511 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5437 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58166 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14759 members 
Mstep: Class 20 contains 158446 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838264.000000 Penalty: 73559.882812
Iteration 232Q: 23 clusters Score -9.083826e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40929 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 20284 members 
Mstep: Class 7 contains 275396 members 
Mstep: Class 8 contains 40240 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6511 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5437 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58164 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 158459 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838256.000000 Penalty: 73559.882812
Iteration 233Q: 23 clusters Score -9.083826e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40930 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 20284 members 
Mstep: Class 7 contains 275386 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6511 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5436 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58162 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14759 members 
Mstep: Class 20 contains 158469 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838328.000000 Penalty: 73559.882812
Iteration 234Q: 23 clusters Score -9.083833e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40931 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 275381 members 
Mstep: Class 8 contains 40238 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6511 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5436 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58161 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14759 members 
Mstep: Class 20 contains 158470 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838336.000000 Penalty: 73559.882812
Iteration 235Q: 23 clusters Score -9.083834e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40931 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 275377 members 
Mstep: Class 8 contains 40240 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6511 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5436 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58162 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 158467 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838336.000000 Penalty: 73559.882812
Iteration 236Q: 23 clusters Score -9.083834e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40931 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 275380 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6511 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5436 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58161 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 158464 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838328.000000 Penalty: 73559.882812
Iteration 237Q: 23 clusters Score -9.083833e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40931 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 275380 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6511 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5436 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58160 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 158458 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838232.000000 Penalty: 73559.882812
Iteration 238Q: 23 clusters Score -9.083823e+07 nChanged 21
Entering ConstructFrom: 
Score: -90838232.000000 Penalty: 73559.882812
Entering ConstructFrom: 
Trying to split cluster 1 (35943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Entering Unmasked Estep 
Score: -4532634.500000 Penalty: 2601.443115
	Iteration 0F: 2 clusters Score -4532634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -4508259.500000 Penalty: 5202.886230
	Iteration 0F: 3 clusters Score -4508260 nChanged 16357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -4517239.500000 Penalty: 5202.886230
	Iteration 1F: 3 clusters Score -4517240 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -4518022.500000 Penalty: 5202.886230
	Iteration 2Q: 3 clusters Score -4518022 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -4518930.000000 Penalty: 5202.886230
	Iteration 3Q: 3 clusters Score -4518930 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -4519966.500000 Penalty: 5202.886230
	Iteration 4F: 3 clusters Score -4519966 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -4520947.500000 Penalty: 5202.886230
	Iteration 5F: 3 clusters Score -4520948 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -4521930.000000 Penalty: 5202.886230
	Iteration 6F: 3 clusters Score -4521930 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -4523100.500000 Penalty: 5202.886230
	Iteration 7F: 3 clusters Score -4523100 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -4524289.000000 Penalty: 5202.886230
	Iteration 8F: 3 clusters Score -4524289 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -4525519.000000 Penalty: 5202.886230
	Iteration 9F: 3 clusters Score -4525519 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -4526919.000000 Penalty: 5202.886230
	Iteration 10F: 3 clusters Score -4526919 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -4528542.500000 Penalty: 5202.886230
	Iteration 11F: 3 clusters Score -4528542 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -4530055.000000 Penalty: 5202.886230
	Iteration 12Q: 3 clusters Score -4530055 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -4531382.500000 Penalty: 5202.886230
	Iteration 13Q: 3 clusters Score -4531382 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -4532330.000000 Penalty: 5202.886230
	Iteration 14Q: 3 clusters Score -4532330 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -4532802.000000 Penalty: 5202.886230
	Iteration 15Q: 3 clusters Score -4532802 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -4532957.000000 Penalty: 5202.886230
	Iteration 16Q: 3 clusters Score -4532957 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -4533038.000000 Penalty: 5202.886230
	Iteration 17Q: 3 clusters Score -4533038 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4533040.500000 Penalty: 5202.886230
	Iteration 18Q: 3 clusters Score -4533040 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4533045.000000 Penalty: 5202.886230
	Iteration 19Q: 3 clusters Score -4533045 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -4533058.000000 Penalty: 5202.886230
	Iteration 20F: 3 clusters Score -4533058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -4533064.000000 Penalty: 5202.886230
	Iteration 21Q: 3 clusters Score -4533064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -4533061.500000 Penalty: 5202.886230
	Iteration 22Q: 3 clusters Score -4533062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -4533067.500000 Penalty: 5202.886230
	Iteration 23Q: 3 clusters Score -4533068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -4533058.500000 Penalty: 5202.886230
	Iteration 24Q: 3 clusters Score -4533058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -4533058.500000 Penalty: 5202.886230
	Iteration 25Q: 3 clusters Score -4533058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -4533065.000000 Penalty: 5202.886230
	Iteration 26Q: 3 clusters Score -4533065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -4533066.500000 Penalty: 5202.886230
	Iteration 27Q: 3 clusters Score -4533066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -4533066.500000 Penalty: 5202.886230
	Iteration 28F: 3 clusters Score -4533066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40931 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 275383 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6512 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5437 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58159 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 158450 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 20029 members 
Entering Unmasked Estep 
Score: -90837808.000000 Penalty: 76903.515625
Splitting cluster 1 changes total score from -90838232.000000 to -90837808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -328939.937500 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -328939.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -326031.281250 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -326031.3 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -327091.250000 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -327091.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -327676.406250 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -327676.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -328290.906250 Penalty: 3908.503906
	Iteration 3F: 3 clusters Score -328290.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -328814.000000 Penalty: 3908.503906
	Iteration 4F: 3 clusters Score -328814 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -329126.250000 Penalty: 3908.503906
	Iteration 5F: 3 clusters Score -329126.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -329260.906250 Penalty: 3908.503906
	Iteration 6Q: 3 clusters Score -329260.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -329368.312500 Penalty: 3908.503906
	Iteration 7Q: 3 clusters Score -329368.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -329495.000000 Penalty: 3908.503906
	Iteration 8Q: 3 clusters Score -329495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -329586.562500 Penalty: 3908.503906
	Iteration 9Q: 3 clusters Score -329586.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -329635.312500 Penalty: 3908.503906
	Iteration 10Q: 3 clusters Score -329635.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -329676.218750 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -329676.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -329729.562500 Penalty: 3908.503906
	Iteration 12Q: 3 clusters Score -329729.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -329744.437500 Penalty: 3908.503906
	Iteration 13Q: 3 clusters Score -329744.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -329753.406250 Penalty: 3908.503906
	Iteration 14Q: 3 clusters Score -329753.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -329758.687500 Penalty: 3908.503906
	Iteration 15Q: 3 clusters Score -329758.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -329760.531250 Penalty: 3908.503906
	Iteration 16Q: 3 clusters Score -329760.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -329760.531250 Penalty: 3908.503906
	Iteration 17F: 3 clusters Score -329760.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 363 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40931 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 275383 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6512 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5437 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58159 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 158450 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 2281 members 
Entering Unmasked Estep 
Score: -90837736.000000 Penalty: 76903.515625
Splitting cluster 2 changes total score from -90838232.000000 to -90837736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -70213.710938 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -70213.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68546.609375 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -68546.61 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68812.867188 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -68812.87 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69046.000000 Penalty: 3252.162109
	Iteration 2F: 3 clusters Score -69046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69134.390625 Penalty: 3252.162109
	Iteration 3Q: 3 clusters Score -69134.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69187.734375 Penalty: 3252.162109
	Iteration 4Q: 3 clusters Score -69187.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69219.843750 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -69219.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69263.585938 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -69263.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -69319.460938 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -69319.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69343.148438 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -69343.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69358.570312 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -69358.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69377.500000 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -69377.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69393.367188 Penalty: 3252.162109
	Iteration 11Q: 3 clusters Score -69393.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69400.492188 Penalty: 3252.162109
	Iteration 12Q: 3 clusters Score -69400.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -69410.546875 Penalty: 3252.162109
	Iteration 13Q: 3 clusters Score -69410.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -69418.695312 Penalty: 3252.162109
	Iteration 14Q: 3 clusters Score -69418.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69426.281250 Penalty: 3252.162109
	Iteration 15Q: 3 clusters Score -69426.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69428.953125 Penalty: 3252.162109
	Iteration 16Q: 3 clusters Score -69428.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -69432.429688 Penalty: 3252.162109
	Iteration 17Q: 3 clusters Score -69432.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -69432.429688 Penalty: 3252.162109
	Iteration 18F: 3 clusters Score -69432.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Entering Unmasked Estep 
Score: -5337425.500000 Penalty: 2633.671631
	Iteration 0F: 2 clusters Score -5337426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -5309723.500000 Penalty: 5267.343262
	Iteration 0F: 3 clusters Score -5309724 nChanged 18743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -5319934.000000 Penalty: 5267.343262
	Iteration 1F: 3 clusters Score -5319934 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -5320450.000000 Penalty: 5267.343262
	Iteration 2Q: 3 clusters Score -5320450 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -5320912.000000 Penalty: 5267.343262
	Iteration 3Q: 3 clusters Score -5320912 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -5321487.500000 Penalty: 5267.343262
	Iteration 4Q: 3 clusters Score -5321488 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -5322136.500000 Penalty: 5267.343262
	Iteration 5Q: 3 clusters Score -5322136 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -5322875.000000 Penalty: 5267.343262
	Iteration 6Q: 3 clusters Score -5322875 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -5323817.000000 Penalty: 5267.343262
	Iteration 7Q: 3 clusters Score -5323817 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -5324973.000000 Penalty: 5267.343262
	Iteration 8F: 3 clusters Score -5324973 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -5326273.500000 Penalty: 5267.343262
	Iteration 9F: 3 clusters Score -5326274 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -5327652.500000 Penalty: 5267.343262
	Iteration 10F: 3 clusters Score -5327652 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -5328913.000000 Penalty: 5267.343262
	Iteration 11Q: 3 clusters Score -5328913 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -5329808.000000 Penalty: 5267.343262
	Iteration 12Q: 3 clusters Score -5329808 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -5330409.500000 Penalty: 5267.343262
	Iteration 13Q: 3 clusters Score -5330410 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -5330817.000000 Penalty: 5267.343262
	Iteration 14Q: 3 clusters Score -5330817 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -5331069.500000 Penalty: 5267.343262
	Iteration 15Q: 3 clusters Score -5331070 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -5331296.000000 Penalty: 5267.343262
	Iteration 16Q: 3 clusters Score -5331296 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -5331452.500000 Penalty: 5267.343262
	Iteration 17Q: 3 clusters Score -5331452 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -5331601.500000 Penalty: 5267.343262
	Iteration 18Q: 3 clusters Score -5331602 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -5331784.500000 Penalty: 5267.343262
	Iteration 19Q: 3 clusters Score -5331784 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -5332013.000000 Penalty: 5267.343262
	Iteration 20F: 3 clusters Score -5332013 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -5332219.000000 Penalty: 5267.343262
	Iteration 21Q: 3 clusters Score -5332219 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -5332472.500000 Penalty: 5267.343262
	Iteration 22Q: 3 clusters Score -5332472 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -5332730.500000 Penalty: 5267.343262
	Iteration 23Q: 3 clusters Score -5332730 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -5332990.500000 Penalty: 5267.343262
	Iteration 24Q: 3 clusters Score -5332990 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -5333280.500000 Penalty: 5267.343262
	Iteration 25Q: 3 clusters Score -5333280 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -5333571.000000 Penalty: 5267.343262
	Iteration 26Q: 3 clusters Score -5333571 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -5333910.500000 Penalty: 5267.343262
	Iteration 27Q: 3 clusters Score -5333910 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5334191.000000 Penalty: 5267.343262
	Iteration 28Q: 3 clusters Score -5334191 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -5334451.500000 Penalty: 5267.343262
	Iteration 29Q: 3 clusters Score -5334452 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5334651.000000 Penalty: 5267.343262
	Iteration 30Q: 3 clusters Score -5334651 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -5334819.500000 Penalty: 5267.343262
	Iteration 31Q: 3 clusters Score -5334820 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5334940.000000 Penalty: 5267.343262
	Iteration 32Q: 3 clusters Score -5334940 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5335008.000000 Penalty: 5267.343262
	Iteration 33Q: 3 clusters Score -5335008 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5335070.500000 Penalty: 5267.343262
	Iteration 34Q: 3 clusters Score -5335070 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5335123.500000 Penalty: 5267.343262
	Iteration 35Q: 3 clusters Score -5335124 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5335170.500000 Penalty: 5267.343262
	Iteration 36Q: 3 clusters Score -5335170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5335197.500000 Penalty: 5267.343262
	Iteration 37Q: 3 clusters Score -5335198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5335218.000000 Penalty: 5267.343262
	Iteration 38Q: 3 clusters Score -5335218 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5335241.500000 Penalty: 5267.343262
	Iteration 39Q: 3 clusters Score -5335242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5335252.000000 Penalty: 5267.343262
	Iteration 40F: 3 clusters Score -5335252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5335270.500000 Penalty: 5267.343262
	Iteration 41Q: 3 clusters Score -5335270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5335285.000000 Penalty: 5267.343262
	Iteration 42Q: 3 clusters Score -5335285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5335304.500000 Penalty: 5267.343262
	Iteration 43Q: 3 clusters Score -5335304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5335311.500000 Penalty: 5267.343262
	Iteration 44Q: 3 clusters Score -5335312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5335311.500000 Penalty: 5267.343262
	Iteration 45Q: 3 clusters Score -5335312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5335326.000000 Penalty: 5267.343262
	Iteration 46Q: 3 clusters Score -5335326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5335330.500000 Penalty: 5267.343262
	Iteration 47Q: 3 clusters Score -5335330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5335339.000000 Penalty: 5267.343262
	Iteration 48Q: 3 clusters Score -5335339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5335338.500000 Penalty: 5267.343262
	Iteration 49Q: 3 clusters Score -5335338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5335340.000000 Penalty: 5267.343262
	Iteration 50Q: 3 clusters Score -5335340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5335344.500000 Penalty: 5267.343262
	Iteration 51Q: 3 clusters Score -5335344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5335346.000000 Penalty: 5267.343262
	Iteration 52Q: 3 clusters Score -5335346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5335356.500000 Penalty: 5267.343262
	Iteration 53Q: 3 clusters Score -5335356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5335365.000000 Penalty: 5267.343262
	Iteration 54Q: 3 clusters Score -5335365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5335361.000000 Penalty: 5267.343262
	Iteration 55Q: 3 clusters Score -5335361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5335365.000000 Penalty: 5267.343262
	Iteration 56Q: 3 clusters Score -5335365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5335375.000000 Penalty: 5267.343262
	Iteration 57Q: 3 clusters Score -5335375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5335376.500000 Penalty: 5267.343262
	Iteration 58Q: 3 clusters Score -5335376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5335374.000000 Penalty: 5267.343262
	Iteration 59Q: 3 clusters Score -5335374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5335380.000000 Penalty: 5267.343262
	Iteration 60F: 3 clusters Score -5335380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5335382.000000 Penalty: 5267.343262
	Iteration 61Q: 3 clusters Score -5335382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5335377.500000 Penalty: 5267.343262
	Iteration 62Q: 3 clusters Score -5335378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5335385.500000 Penalty: 5267.343262
	Iteration 63Q: 3 clusters Score -5335386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5335387.500000 Penalty: 5267.343262
	Iteration 64Q: 3 clusters Score -5335388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5335387.500000 Penalty: 5267.343262
	Iteration 65Q: 3 clusters Score -5335388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5335390.500000 Penalty: 5267.343262
	Iteration 66Q: 3 clusters Score -5335390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5335391.500000 Penalty: 5267.343262
	Iteration 67Q: 3 clusters Score -5335392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5335391.500000 Penalty: 5267.343262
	Iteration 68Q: 3 clusters Score -5335392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5335391.000000 Penalty: 5267.343262
	Iteration 69Q: 3 clusters Score -5335391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5335394.000000 Penalty: 5267.343262
	Iteration 70Q: 3 clusters Score -5335394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5335396.000000 Penalty: 5267.343262
	Iteration 71Q: 3 clusters Score -5335396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5335396.000000 Penalty: 5267.343262
	Iteration 72F: 3 clusters Score -5335396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Entering Unmasked Estep 
Score: -3193093.750000 Penalty: 2525.396240
	Iteration 0F: 2 clusters Score -3193094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -3174957.750000 Penalty: 5050.792480
	Iteration 0F: 3 clusters Score -3174958 nChanged 11656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3181373.250000 Penalty: 5050.792480
	Iteration 1F: 3 clusters Score -3181373 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3182051.000000 Penalty: 5050.792480
	Iteration 2F: 3 clusters Score -3182051 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3182837.250000 Penalty: 5050.792480
	Iteration 3F: 3 clusters Score -3182837 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3183762.250000 Penalty: 5050.792480
	Iteration 4F: 3 clusters Score -3183762 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3184849.000000 Penalty: 5050.792480
	Iteration 5F: 3 clusters Score -3184849 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -3185998.250000 Penalty: 5050.792480
	Iteration 6F: 3 clusters Score -3185998 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -3187169.000000 Penalty: 5050.792480
	Iteration 7F: 3 clusters Score -3187169 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -3188205.250000 Penalty: 5050.792480
	Iteration 8F: 3 clusters Score -3188205 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -3188983.000000 Penalty: 5050.792480
	Iteration 9Q: 3 clusters Score -3188983 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -3189571.750000 Penalty: 5050.792480
	Iteration 10Q: 3 clusters Score -3189572 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -3189992.000000 Penalty: 5050.792480
	Iteration 11Q: 3 clusters Score -3189992 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3190299.250000 Penalty: 5050.792480
	Iteration 12Q: 3 clusters Score -3190299 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3190533.750000 Penalty: 5050.792480
	Iteration 13Q: 3 clusters Score -3190534 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -3190706.750000 Penalty: 5050.792480
	Iteration 14Q: 3 clusters Score -3190707 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -3190843.000000 Penalty: 5050.792480
	Iteration 15Q: 3 clusters Score -3190843 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -3190932.750000 Penalty: 5050.792480
	Iteration 16Q: 3 clusters Score -3190933 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -3191017.250000 Penalty: 5050.792480
	Iteration 17Q: 3 clusters Score -3191017 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3191098.000000 Penalty: 5050.792480
	Iteration 18Q: 3 clusters Score -3191098 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3191159.750000 Penalty: 5050.792480
	Iteration 19Q: 3 clusters Score -3191160 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3191205.250000 Penalty: 5050.792480
	Iteration 20F: 3 clusters Score -3191205 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3191244.000000 Penalty: 5050.792480
	Iteration 21Q: 3 clusters Score -3191244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3191281.000000 Penalty: 5050.792480
	Iteration 22Q: 3 clusters Score -3191281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -3191302.000000 Penalty: 5050.792480
	Iteration 23Q: 3 clusters Score -3191302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3191324.500000 Penalty: 5050.792480
	Iteration 24Q: 3 clusters Score -3191324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3191335.500000 Penalty: 5050.792480
	Iteration 25Q: 3 clusters Score -3191336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -3191341.000000 Penalty: 5050.792480
	Iteration 26Q: 3 clusters Score -3191341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3191353.750000 Penalty: 5050.792480
	Iteration 27Q: 3 clusters Score -3191354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3191362.000000 Penalty: 5050.792480
	Iteration 28Q: 3 clusters Score -3191362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3191374.500000 Penalty: 5050.792480
	Iteration 29Q: 3 clusters Score -3191374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -3191384.750000 Penalty: 5050.792480
	Iteration 30Q: 3 clusters Score -3191385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -3191390.250000 Penalty: 5050.792480
	Iteration 31Q: 3 clusters Score -3191390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3191402.500000 Penalty: 5050.792480
	Iteration 32Q: 3 clusters Score -3191402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -3191415.000000 Penalty: 5050.792480
	Iteration 33Q: 3 clusters Score -3191415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -3191414.750000 Penalty: 5050.792480
	Iteration 34Q: 3 clusters Score -3191415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -3191422.500000 Penalty: 5050.792480
	Iteration 35Q: 3 clusters Score -3191422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3191430.000000 Penalty: 5050.792480
	Iteration 36Q: 3 clusters Score -3191430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3191439.500000 Penalty: 5050.792480
	Iteration 37Q: 3 clusters Score -3191440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3191441.250000 Penalty: 5050.792480
	Iteration 38Q: 3 clusters Score -3191441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3191442.500000 Penalty: 5050.792480
	Iteration 39Q: 3 clusters Score -3191442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3191443.750000 Penalty: 5050.792480
	Iteration 40F: 3 clusters Score -3191444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -3191441.000000 Penalty: 5050.792480
	Iteration 41Q: 3 clusters Score -3191441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -3191444.250000 Penalty: 5050.792480
	Iteration 42Q: 3 clusters Score -3191444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3191446.750000 Penalty: 5050.792480
	Iteration 43Q: 3 clusters Score -3191447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3191447.750000 Penalty: 5050.792480
	Iteration 44Q: 3 clusters Score -3191448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3191451.750000 Penalty: 5050.792480
	Iteration 45Q: 3 clusters Score -3191452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -3191450.000000 Penalty: 5050.792480
	Iteration 46Q: 3 clusters Score -3191450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -3191450.000000 Penalty: 5050.792480
	Iteration 47F: 3 clusters Score -3191450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Entering Unmasked Estep 
Score: -2685413.500000 Penalty: 2459.622803
	Iteration 0F: 2 clusters Score -2685414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2671178.250000 Penalty: 4919.245605
	Iteration 0F: 3 clusters Score -2671178 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2675890.500000 Penalty: 4919.245605
	Iteration 1F: 3 clusters Score -2675890 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2676303.250000 Penalty: 4919.245605
	Iteration 2F: 3 clusters Score -2676303 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2676652.000000 Penalty: 4919.245605
	Iteration 3Q: 3 clusters Score -2676652 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2676982.750000 Penalty: 4919.245605
	Iteration 4Q: 3 clusters Score -2676983 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2677313.750000 Penalty: 4919.245605
	Iteration 5Q: 3 clusters Score -2677314 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2677699.500000 Penalty: 4919.245605
	Iteration 6Q: 3 clusters Score -2677700 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2678175.750000 Penalty: 4919.245605
	Iteration 7Q: 3 clusters Score -2678176 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2678750.000000 Penalty: 4919.245605
	Iteration 8Q: 3 clusters Score -2678750 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2679485.000000 Penalty: 4919.245605
	Iteration 9F: 3 clusters Score -2679485 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2680271.500000 Penalty: 4919.245605
	Iteration 10F: 3 clusters Score -2680272 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2680993.250000 Penalty: 4919.245605
	Iteration 11Q: 3 clusters Score -2680993 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2681530.750000 Penalty: 4919.245605
	Iteration 12Q: 3 clusters Score -2681531 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2681871.500000 Penalty: 4919.245605
	Iteration 13Q: 3 clusters Score -2681872 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2682084.250000 Penalty: 4919.245605
	Iteration 14Q: 3 clusters Score -2682084 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2682266.250000 Penalty: 4919.245605
	Iteration 15Q: 3 clusters Score -2682266 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2682406.750000 Penalty: 4919.245605
	Iteration 16Q: 3 clusters Score -2682407 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2682534.000000 Penalty: 4919.245605
	Iteration 17Q: 3 clusters Score -2682534 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2682649.500000 Penalty: 4919.245605
	Iteration 18Q: 3 clusters Score -2682650 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2682756.250000 Penalty: 4919.245605
	Iteration 19Q: 3 clusters Score -2682756 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2682837.750000 Penalty: 4919.245605
	Iteration 20F: 3 clusters Score -2682838 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2682909.500000 Penalty: 4919.245605
	Iteration 21Q: 3 clusters Score -2682910 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2682978.250000 Penalty: 4919.245605
	Iteration 22Q: 3 clusters Score -2682978 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2683036.500000 Penalty: 4919.245605
	Iteration 23Q: 3 clusters Score -2683036 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2683075.250000 Penalty: 4919.245605
	Iteration 24Q: 3 clusters Score -2683075 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2683110.500000 Penalty: 4919.245605
	Iteration 25Q: 3 clusters Score -2683110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2683149.250000 Penalty: 4919.245605
	Iteration 26Q: 3 clusters Score -2683149 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2683181.250000 Penalty: 4919.245605
	Iteration 27Q: 3 clusters Score -2683181 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2683210.250000 Penalty: 4919.245605
	Iteration 28Q: 3 clusters Score -2683210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2683236.750000 Penalty: 4919.245605
	Iteration 29Q: 3 clusters Score -2683237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2683249.000000 Penalty: 4919.245605
	Iteration 30Q: 3 clusters Score -2683249 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2683273.500000 Penalty: 4919.245605
	Iteration 31Q: 3 clusters Score -2683274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2683291.500000 Penalty: 4919.245605
	Iteration 32Q: 3 clusters Score -2683292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2683311.250000 Penalty: 4919.245605
	Iteration 33Q: 3 clusters Score -2683311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2683330.750000 Penalty: 4919.245605
	Iteration 34Q: 3 clusters Score -2683331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2683341.750000 Penalty: 4919.245605
	Iteration 35Q: 3 clusters Score -2683342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2683350.500000 Penalty: 4919.245605
	Iteration 36Q: 3 clusters Score -2683350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2683356.750000 Penalty: 4919.245605
	Iteration 37Q: 3 clusters Score -2683357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2683361.000000 Penalty: 4919.245605
	Iteration 38Q: 3 clusters Score -2683361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2683360.750000 Penalty: 4919.245605
	Iteration 39Q: 3 clusters Score -2683361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2683371.000000 Penalty: 4919.245605
	Iteration 40F: 3 clusters Score -2683371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2683374.500000 Penalty: 4919.245605
	Iteration 41Q: 3 clusters Score -2683374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2683381.000000 Penalty: 4919.245605
	Iteration 42Q: 3 clusters Score -2683381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2683388.750000 Penalty: 4919.245605
	Iteration 43Q: 3 clusters Score -2683389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2683388.750000 Penalty: 4919.245605
	Iteration 44Q: 3 clusters Score -2683389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2683395.500000 Penalty: 4919.245605
	Iteration 45Q: 3 clusters Score -2683396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2683398.000000 Penalty: 4919.245605
	Iteration 46Q: 3 clusters Score -2683398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2683399.500000 Penalty: 4919.245605
	Iteration 47Q: 3 clusters Score -2683400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2683397.500000 Penalty: 4919.245605
	Iteration 48Q: 3 clusters Score -2683398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2683405.000000 Penalty: 4919.245605
	Iteration 49Q: 3 clusters Score -2683405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2683405.500000 Penalty: 4919.245605
	Iteration 50Q: 3 clusters Score -2683406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2683407.000000 Penalty: 4919.245605
	Iteration 51Q: 3 clusters Score -2683407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2683405.250000 Penalty: 4919.245605
	Iteration 52Q: 3 clusters Score -2683405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2683405.250000 Penalty: 4919.245605
	Iteration 53F: 3 clusters Score -2683405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (275383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275383 members 
Entering Unmasked Estep 
Score: -35818024.000000 Penalty: 3106.427734
	Iteration 0F: 2 clusters Score -3.581802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137201 members 
Mstep: Class 2 contains 138182 members 
Entering Unmasked Estep 
Score: -35646788.000000 Penalty: 6212.855469
	Iteration 0F: 3 clusters Score -3.564679e+07 nChanged 133269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130072 members 
Mstep: Class 2 contains 145311 members 
Entering Unmasked Estep 
Score: -35726128.000000 Penalty: 6212.855469
	Iteration 1F: 3 clusters Score -3.572613e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125197 members 
Mstep: Class 2 contains 150186 members 
Entering Unmasked Estep 
Score: -35728320.000000 Penalty: 6212.855469
	Iteration 2Q: 3 clusters Score -3.572832e+07 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117674 members 
Mstep: Class 2 contains 157709 members 
Entering Unmasked Estep 
Score: -35731604.000000 Penalty: 6212.855469
	Iteration 3Q: 3 clusters Score -3.57316e+07 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106409 members 
Mstep: Class 2 contains 168974 members 
Entering Unmasked Estep 
Score: -35737440.000000 Penalty: 6212.855469
	Iteration 4Q: 3 clusters Score -3.573744e+07 nChanged 16740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90783 members 
Mstep: Class 2 contains 184600 members 
Entering Unmasked Estep 
Score: -35747512.000000 Penalty: 6212.855469
	Iteration 5F: 3 clusters Score -3.574751e+07 nChanged 19864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 203634 members 
Entering Unmasked Estep 
Score: -35760900.000000 Penalty: 6212.855469
	Iteration 6F: 3 clusters Score -3.57609e+07 nChanged 19871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 222815 members 
Entering Unmasked Estep 
Score: -35774852.000000 Penalty: 6212.855469
	Iteration 7F: 3 clusters Score -3.577485e+07 nChanged 16119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 238272 members 
Entering Unmasked Estep 
Score: -35786444.000000 Penalty: 6212.855469
	Iteration 8F: 3 clusters Score -3.578644e+07 nChanged 11254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 248694 members 
Entering Unmasked Estep 
Score: -35794640.000000 Penalty: 6212.855469
	Iteration 9Q: 3 clusters Score -3.579464e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 255408 members 
Entering Unmasked Estep 
Score: -35799760.000000 Penalty: 6212.855469
	Iteration 10Q: 3 clusters Score -3.579976e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 259951 members 
Entering Unmasked Estep 
Score: -35803272.000000 Penalty: 6212.855469
	Iteration 11Q: 3 clusters Score -3.580327e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 263291 members 
Entering Unmasked Estep 
Score: -35805768.000000 Penalty: 6212.855469
	Iteration 12Q: 3 clusters Score -3.580577e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 265752 members 
Entering Unmasked Estep 
Score: -35807740.000000 Penalty: 6212.855469
	Iteration 13Q: 3 clusters Score -3.580774e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 267605 members 
Entering Unmasked Estep 
Score: -35809264.000000 Penalty: 6212.855469
	Iteration 14Q: 3 clusters Score -3.580926e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 269135 members 
Entering Unmasked Estep 
Score: -35810376.000000 Penalty: 6212.855469
	Iteration 15Q: 3 clusters Score -3.581038e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 270284 members 
Entering Unmasked Estep 
Score: -35811316.000000 Penalty: 6212.855469
	Iteration 16Q: 3 clusters Score -3.581132e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 271198 members 
Entering Unmasked Estep 
Score: -35812000.000000 Penalty: 6212.855469
	Iteration 17Q: 3 clusters Score -3.5812e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 271908 members 
Entering Unmasked Estep 
Score: -35812544.000000 Penalty: 6212.855469
	Iteration 18Q: 3 clusters Score -3.581254e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 272419 members 
Entering Unmasked Estep 
Score: -35812992.000000 Penalty: 6212.855469
	Iteration 19Q: 3 clusters Score -3.581299e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 272815 members 
Entering Unmasked Estep 
Score: -35813324.000000 Penalty: 6212.855469
	Iteration 20F: 3 clusters Score -3.581332e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 273132 members 
Entering Unmasked Estep 
Score: -35813564.000000 Penalty: 6212.855469
	Iteration 21Q: 3 clusters Score -3.581356e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 273382 members 
Entering Unmasked Estep 
Score: -35813784.000000 Penalty: 6212.855469
	Iteration 22Q: 3 clusters Score -3.581378e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 273571 members 
Entering Unmasked Estep 
Score: -35814016.000000 Penalty: 6212.855469
	Iteration 23Q: 3 clusters Score -3.581402e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 273724 members 
Entering Unmasked Estep 
Score: -35814096.000000 Penalty: 6212.855469
	Iteration 24Q: 3 clusters Score -3.58141e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 273848 members 
Entering Unmasked Estep 
Score: -35814176.000000 Penalty: 6212.855469
	Iteration 25Q: 3 clusters Score -3.581418e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 273932 members 
Entering Unmasked Estep 
Score: -35814280.000000 Penalty: 6212.855469
	Iteration 26Q: 3 clusters Score -3.581428e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 273998 members 
Entering Unmasked Estep 
Score: -35814304.000000 Penalty: 6212.855469
	Iteration 27Q: 3 clusters Score -3.58143e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 274067 members 
Entering Unmasked Estep 
Score: -35814356.000000 Penalty: 6212.855469
	Iteration 28Q: 3 clusters Score -3.581436e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 274114 members 
Entering Unmasked Estep 
Score: -35814456.000000 Penalty: 6212.855469
	Iteration 29Q: 3 clusters Score -3.581446e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 274143 members 
Entering Unmasked Estep 
Score: -35814448.000000 Penalty: 6212.855469
	Iteration 30Q: 3 clusters Score -3.581445e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 274165 members 
Entering Unmasked Estep 
Score: -35814464.000000 Penalty: 6212.855469
	Iteration 31Q: 3 clusters Score -3.581446e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 274187 members 
Entering Unmasked Estep 
Score: -35814492.000000 Penalty: 6212.855469
	Iteration 32Q: 3 clusters Score -3.581449e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 274216 members 
Entering Unmasked Estep 
Score: -35814528.000000 Penalty: 6212.855469
	Iteration 33Q: 3 clusters Score -3.581453e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 274249 members 
Entering Unmasked Estep 
Score: -35814576.000000 Penalty: 6212.855469
	Iteration 34Q: 3 clusters Score -3.581458e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 274279 members 
Entering Unmasked Estep 
Score: -35814568.000000 Penalty: 6212.855469
	Iteration 35Q: 3 clusters Score -3.581457e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 274304 members 
Entering Unmasked Estep 
Score: -35814584.000000 Penalty: 6212.855469
	Iteration 36Q: 3 clusters Score -3.581458e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 274326 members 
Entering Unmasked Estep 
Score: -35814608.000000 Penalty: 6212.855469
	Iteration 37Q: 3 clusters Score -3.581461e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 274338 members 
Entering Unmasked Estep 
Score: -35814616.000000 Penalty: 6212.855469
	Iteration 38Q: 3 clusters Score -3.581462e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 274352 members 
Entering Unmasked Estep 
Score: -35814672.000000 Penalty: 6212.855469
	Iteration 39Q: 3 clusters Score -3.581467e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 274365 members 
Entering Unmasked Estep 
Score: -35814688.000000 Penalty: 6212.855469
	Iteration 40F: 3 clusters Score -3.581469e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 274378 members 
Entering Unmasked Estep 
Score: -35814740.000000 Penalty: 6212.855469
	Iteration 41Q: 3 clusters Score -3.581474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 274387 members 
Entering Unmasked Estep 
Score: -35814744.000000 Penalty: 6212.855469
	Iteration 42Q: 3 clusters Score -3.581474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 274393 members 
Entering Unmasked Estep 
Score: -35814748.000000 Penalty: 6212.855469
	Iteration 43Q: 3 clusters Score -3.581475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 274401 members 
Entering Unmasked Estep 
Score: -35814752.000000 Penalty: 6212.855469
	Iteration 44Q: 3 clusters Score -3.581475e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 274410 members 
Entering Unmasked Estep 
Score: -35814736.000000 Penalty: 6212.855469
	Iteration 45Q: 3 clusters Score -3.581474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 274413 members 
Entering Unmasked Estep 
Score: -35814756.000000 Penalty: 6212.855469
	Iteration 46Q: 3 clusters Score -3.581476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 274421 members 
Entering Unmasked Estep 
Score: -35814776.000000 Penalty: 6212.855469
	Iteration 47Q: 3 clusters Score -3.581478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 274434 members 
Entering Unmasked Estep 
Score: -35814776.000000 Penalty: 6212.855469
	Iteration 48Q: 3 clusters Score -3.581478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 274438 members 
Entering Unmasked Estep 
Score: -35814772.000000 Penalty: 6212.855469
	Iteration 49Q: 3 clusters Score -3.581477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 274443 members 
Entering Unmasked Estep 
Score: -35814780.000000 Penalty: 6212.855469
	Iteration 50Q: 3 clusters Score -3.581478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 274448 members 
Entering Unmasked Estep 
Score: -35814784.000000 Penalty: 6212.855469
	Iteration 51Q: 3 clusters Score -3.581478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 274450 members 
Entering Unmasked Estep 
Score: -35814792.000000 Penalty: 6212.855469
	Iteration 52Q: 3 clusters Score -3.581479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 274451 members 
Entering Unmasked Estep 
Score: -35814800.000000 Penalty: 6212.855469
	Iteration 53Q: 3 clusters Score -3.58148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 274452 members 
Entering Unmasked Estep 
Score: -35814804.000000 Penalty: 6212.855469
	Iteration 54Q: 3 clusters Score -3.58148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 274453 members 
Entering Unmasked Estep 
Score: -35814808.000000 Penalty: 6212.855469
	Iteration 55Q: 3 clusters Score -3.581481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 274454 members 
Entering Unmasked Estep 
Score: -35814808.000000 Penalty: 6212.855469
	Iteration 56Q: 3 clusters Score -3.581481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 274455 members 
Entering Unmasked Estep 
Score: -35814800.000000 Penalty: 6212.855469
	Iteration 57Q: 3 clusters Score -3.58148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 274455 members 
Entering Unmasked Estep 
Score: -35814800.000000 Penalty: 6212.855469
	Iteration 58F: 3 clusters Score -3.58148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Entering Unmasked Estep 
Score: -5147396.500000 Penalty: 2629.442627
	Iteration 0F: 2 clusters Score -5147396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -5120222.000000 Penalty: 5258.885254
	Iteration 0F: 3 clusters Score -5120222 nChanged 18380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -5130388.500000 Penalty: 5258.885254
	Iteration 1F: 3 clusters Score -5130388 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -5130952.000000 Penalty: 5258.885254
	Iteration 2Q: 3 clusters Score -5130952 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -5131569.500000 Penalty: 5258.885254
	Iteration 3Q: 3 clusters Score -5131570 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -5132315.500000 Penalty: 5258.885254
	Iteration 4Q: 3 clusters Score -5132316 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -5133380.000000 Penalty: 5258.885254
	Iteration 5Q: 3 clusters Score -5133380 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -5134845.500000 Penalty: 5258.885254
	Iteration 6F: 3 clusters Score -5134846 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -5136593.000000 Penalty: 5258.885254
	Iteration 7F: 3 clusters Score -5136593 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -5138468.000000 Penalty: 5258.885254
	Iteration 8F: 3 clusters Score -5138468 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -5140123.500000 Penalty: 5258.885254
	Iteration 9F: 3 clusters Score -5140124 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -5141381.500000 Penalty: 5258.885254
	Iteration 10Q: 3 clusters Score -5141382 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -5142193.000000 Penalty: 5258.885254
	Iteration 11Q: 3 clusters Score -5142193 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -5142680.500000 Penalty: 5258.885254
	Iteration 12Q: 3 clusters Score -5142680 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -5143063.500000 Penalty: 5258.885254
	Iteration 13Q: 3 clusters Score -5143064 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -5143342.000000 Penalty: 5258.885254
	Iteration 14Q: 3 clusters Score -5143342 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -5143612.000000 Penalty: 5258.885254
	Iteration 15Q: 3 clusters Score -5143612 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -5143807.000000 Penalty: 5258.885254
	Iteration 16Q: 3 clusters Score -5143807 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -5144007.000000 Penalty: 5258.885254
	Iteration 17Q: 3 clusters Score -5144007 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -5144180.000000 Penalty: 5258.885254
	Iteration 18Q: 3 clusters Score -5144180 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -5144337.000000 Penalty: 5258.885254
	Iteration 19Q: 3 clusters Score -5144337 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -5144500.500000 Penalty: 5258.885254
	Iteration 20F: 3 clusters Score -5144500 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -5144597.500000 Penalty: 5258.885254
	Iteration 21Q: 3 clusters Score -5144598 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -5144737.000000 Penalty: 5258.885254
	Iteration 22Q: 3 clusters Score -5144737 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -5144888.500000 Penalty: 5258.885254
	Iteration 23Q: 3 clusters Score -5144888 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -5144998.500000 Penalty: 5258.885254
	Iteration 24Q: 3 clusters Score -5144998 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -5145093.500000 Penalty: 5258.885254
	Iteration 25Q: 3 clusters Score -5145094 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -5145164.500000 Penalty: 5258.885254
	Iteration 26Q: 3 clusters Score -5145164 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -5145231.000000 Penalty: 5258.885254
	Iteration 27Q: 3 clusters Score -5145231 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -5145299.500000 Penalty: 5258.885254
	Iteration 28Q: 3 clusters Score -5145300 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -5145366.500000 Penalty: 5258.885254
	Iteration 29Q: 3 clusters Score -5145366 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -5145402.500000 Penalty: 5258.885254
	Iteration 30Q: 3 clusters Score -5145402 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -5145442.000000 Penalty: 5258.885254
	Iteration 31Q: 3 clusters Score -5145442 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -5145478.000000 Penalty: 5258.885254
	Iteration 32Q: 3 clusters Score -5145478 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -5145506.500000 Penalty: 5258.885254
	Iteration 33Q: 3 clusters Score -5145506 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -5145528.500000 Penalty: 5258.885254
	Iteration 34Q: 3 clusters Score -5145528 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -5145548.000000 Penalty: 5258.885254
	Iteration 35Q: 3 clusters Score -5145548 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -5145575.000000 Penalty: 5258.885254
	Iteration 36Q: 3 clusters Score -5145575 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -5145589.500000 Penalty: 5258.885254
	Iteration 37Q: 3 clusters Score -5145590 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -5145603.000000 Penalty: 5258.885254
	Iteration 38Q: 3 clusters Score -5145603 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -5145619.000000 Penalty: 5258.885254
	Iteration 39Q: 3 clusters Score -5145619 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -5145621.000000 Penalty: 5258.885254
	Iteration 40F: 3 clusters Score -5145621 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -5145632.500000 Penalty: 5258.885254
	Iteration 41Q: 3 clusters Score -5145632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -5145640.500000 Penalty: 5258.885254
	Iteration 42Q: 3 clusters Score -5145640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -5145641.500000 Penalty: 5258.885254
	Iteration 43Q: 3 clusters Score -5145642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -5145651.000000 Penalty: 5258.885254
	Iteration 44Q: 3 clusters Score -5145651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -5145658.000000 Penalty: 5258.885254
	Iteration 45Q: 3 clusters Score -5145658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -5145674.000000 Penalty: 5258.885254
	Iteration 46Q: 3 clusters Score -5145674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -5145681.500000 Penalty: 5258.885254
	Iteration 47Q: 3 clusters Score -5145682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -5145695.500000 Penalty: 5258.885254
	Iteration 48Q: 3 clusters Score -5145696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -5145701.000000 Penalty: 5258.885254
	Iteration 49Q: 3 clusters Score -5145701 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -5145699.000000 Penalty: 5258.885254
	Iteration 50Q: 3 clusters Score -5145699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -5145708.000000 Penalty: 5258.885254
	Iteration 51Q: 3 clusters Score -5145708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -5145710.500000 Penalty: 5258.885254
	Iteration 52Q: 3 clusters Score -5145710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -5145715.500000 Penalty: 5258.885254
	Iteration 53Q: 3 clusters Score -5145716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -5145722.500000 Penalty: 5258.885254
	Iteration 54Q: 3 clusters Score -5145722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -5145725.000000 Penalty: 5258.885254
	Iteration 55Q: 3 clusters Score -5145725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -5145725.500000 Penalty: 5258.885254
	Iteration 56Q: 3 clusters Score -5145726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -5145722.000000 Penalty: 5258.885254
	Iteration 57Q: 3 clusters Score -5145722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -5145739.000000 Penalty: 5258.885254
	Iteration 58Q: 3 clusters Score -5145739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -5145742.000000 Penalty: 5258.885254
	Iteration 59Q: 3 clusters Score -5145742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -5145734.000000 Penalty: 5258.885254
	Iteration 60F: 3 clusters Score -5145734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -5145734.000000 Penalty: 5258.885254
	Iteration 61Q: 3 clusters Score -5145734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -5145739.500000 Penalty: 5258.885254
	Iteration 62Q: 3 clusters Score -5145740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -5145740.000000 Penalty: 5258.885254
	Iteration 63Q: 3 clusters Score -5145740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -5145738.500000 Penalty: 5258.885254
	Iteration 64Q: 3 clusters Score -5145738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -5145732.500000 Penalty: 5258.885254
	Iteration 65Q: 3 clusters Score -5145732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -5145737.000000 Penalty: 5258.885254
	Iteration 66Q: 3 clusters Score -5145737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -5145740.500000 Penalty: 5258.885254
	Iteration 67Q: 3 clusters Score -5145740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -5145736.500000 Penalty: 5258.885254
	Iteration 68Q: 3 clusters Score -5145736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -5145723.500000 Penalty: 5258.885254
	Iteration 69Q: 3 clusters Score -5145724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -5145745.500000 Penalty: 5258.885254
	Iteration 70Q: 3 clusters Score -5145746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -5145742.000000 Penalty: 5258.885254
	Iteration 71Q: 3 clusters Score -5145742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -5145744.500000 Penalty: 5258.885254
	Iteration 72Q: 3 clusters Score -5145744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -5145752.000000 Penalty: 5258.885254
	Iteration 73Q: 3 clusters Score -5145752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -5145750.000000 Penalty: 5258.885254
	Iteration 74Q: 3 clusters Score -5145750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -5145761.000000 Penalty: 5258.885254
	Iteration 75Q: 3 clusters Score -5145761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -5145764.000000 Penalty: 5258.885254
	Iteration 76Q: 3 clusters Score -5145764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -5145761.000000 Penalty: 5258.885254
	Iteration 77Q: 3 clusters Score -5145761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -5145773.500000 Penalty: 5258.885254
	Iteration 78Q: 3 clusters Score -5145774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -5145771.000000 Penalty: 5258.885254
	Iteration 79Q: 3 clusters Score -5145771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -5145778.500000 Penalty: 5258.885254
	Iteration 80F: 3 clusters Score -5145778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -5145777.500000 Penalty: 5258.885254
	Iteration 81Q: 3 clusters Score -5145778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -5145772.000000 Penalty: 5258.885254
	Iteration 82Q: 3 clusters Score -5145772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -5145775.000000 Penalty: 5258.885254
	Iteration 83Q: 3 clusters Score -5145775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -5145770.000000 Penalty: 5258.885254
	Iteration 84Q: 3 clusters Score -5145770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -5145771.000000 Penalty: 5258.885254
	Iteration 85Q: 3 clusters Score -5145771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -5145782.000000 Penalty: 5258.885254
	Iteration 86Q: 3 clusters Score -5145782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -5145775.000000 Penalty: 5258.885254
	Iteration 87Q: 3 clusters Score -5145775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -5145773.000000 Penalty: 5258.885254
	Iteration 88Q: 3 clusters Score -5145773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -5145778.000000 Penalty: 5258.885254
	Iteration 89Q: 3 clusters Score -5145778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -5145780.000000 Penalty: 5258.885254
	Iteration 90Q: 3 clusters Score -5145780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -5145777.000000 Penalty: 5258.885254
	Iteration 91Q: 3 clusters Score -5145777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -5145780.500000 Penalty: 5258.885254
	Iteration 92Q: 3 clusters Score -5145780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -5145775.500000 Penalty: 5258.885254
	Iteration 93Q: 3 clusters Score -5145776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -5145775.500000 Penalty: 5258.885254
	Iteration 94Q: 3 clusters Score -5145776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -5145779.500000 Penalty: 5258.885254
	Iteration 95Q: 3 clusters Score -5145780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -5145786.000000 Penalty: 5258.885254
	Iteration 96Q: 3 clusters Score -5145786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -5145783.500000 Penalty: 5258.885254
	Iteration 97Q: 3 clusters Score -5145784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -5145786.000000 Penalty: 5258.885254
	Iteration 98Q: 3 clusters Score -5145786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -5145787.000000 Penalty: 5258.885254
	Iteration 99Q: 3 clusters Score -5145787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -5145792.000000 Penalty: 5258.885254
	Iteration 100F: 3 clusters Score -5145792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -5145801.500000 Penalty: 5258.885254
	Iteration 101Q: 3 clusters Score -5145802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -5145805.000000 Penalty: 5258.885254
	Iteration 102Q: 3 clusters Score -5145805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -5145799.000000 Penalty: 5258.885254
	Iteration 103Q: 3 clusters Score -5145799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -5145798.000000 Penalty: 5258.885254
	Iteration 104Q: 3 clusters Score -5145798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -5145797.000000 Penalty: 5258.885254
	Iteration 105Q: 3 clusters Score -5145797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -5145795.500000 Penalty: 5258.885254
	Iteration 106Q: 3 clusters Score -5145796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -5145795.500000 Penalty: 5258.885254
	Iteration 107F: 3 clusters Score -5145796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -156699.093750 Penalty: 1788.466064
	Iteration 0F: 2 clusters Score -156699.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -154551.531250 Penalty: 3576.932129
	Iteration 0F: 3 clusters Score -154551.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -155022.125000 Penalty: 3576.932129
	Iteration 1F: 3 clusters Score -155022.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -155181.484375 Penalty: 3576.932129
	Iteration 2F: 3 clusters Score -155181.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -155271.671875 Penalty: 3576.932129
	Iteration 3F: 3 clusters Score -155271.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -155349.781250 Penalty: 3576.932129
	Iteration 4Q: 3 clusters Score -155349.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -155436.218750 Penalty: 3576.932129
	Iteration 5Q: 3 clusters Score -155436.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -155524.906250 Penalty: 3576.932129
	Iteration 6Q: 3 clusters Score -155524.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -155592.015625 Penalty: 3576.932129
	Iteration 7Q: 3 clusters Score -155592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -155648.812500 Penalty: 3576.932129
	Iteration 8Q: 3 clusters Score -155648.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -155693.390625 Penalty: 3576.932129
	Iteration 9Q: 3 clusters Score -155693.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -155740.265625 Penalty: 3576.932129
	Iteration 10Q: 3 clusters Score -155740.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -155843.093750 Penalty: 3576.932129
	Iteration 11Q: 3 clusters Score -155843.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -156013.046875 Penalty: 3576.932129
	Iteration 12Q: 3 clusters Score -156013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -156116.546875 Penalty: 3576.932129
	Iteration 13Q: 3 clusters Score -156116.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -156162.109375 Penalty: 3576.932129
	Iteration 14Q: 3 clusters Score -156162.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -156202.812500 Penalty: 3576.932129
	Iteration 15Q: 3 clusters Score -156202.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -156224.500000 Penalty: 3576.932129
	Iteration 16Q: 3 clusters Score -156224.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -156253.578125 Penalty: 3576.932129
	Iteration 17Q: 3 clusters Score -156253.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -156275.312500 Penalty: 3576.932129
	Iteration 18Q: 3 clusters Score -156275.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -156286.656250 Penalty: 3576.932129
	Iteration 19Q: 3 clusters Score -156286.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -156291.953125 Penalty: 3576.932129
	Iteration 20F: 3 clusters Score -156292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -156293.390625 Penalty: 3576.932129
	Iteration 21Q: 3 clusters Score -156293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -156296.687500 Penalty: 3576.932129
	Iteration 22Q: 3 clusters Score -156296.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -156296.687500 Penalty: 3576.932129
	Iteration 23F: 3 clusters Score -156296.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Entering Unmasked Estep 
Score: -751429.750000 Penalty: 2177.787598
	Iteration 0F: 2 clusters Score -751429.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -745990.250000 Penalty: 4355.575195
	Iteration 0F: 3 clusters Score -745990.2 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -747417.937500 Penalty: 4355.575195
	Iteration 1F: 3 clusters Score -747417.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -747706.625000 Penalty: 4355.575195
	Iteration 2F: 3 clusters Score -747706.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -747896.187500 Penalty: 4355.575195
	Iteration 3Q: 3 clusters Score -747896.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -748036.625000 Penalty: 4355.575195
	Iteration 4Q: 3 clusters Score -748036.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -748145.187500 Penalty: 4355.575195
	Iteration 5Q: 3 clusters Score -748145.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -748224.500000 Penalty: 4355.575195
	Iteration 6Q: 3 clusters Score -748224.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -748282.000000 Penalty: 4355.575195
	Iteration 7Q: 3 clusters Score -748282 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -748327.625000 Penalty: 4355.575195
	Iteration 8Q: 3 clusters Score -748327.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -748372.000000 Penalty: 4355.575195
	Iteration 9Q: 3 clusters Score -748372 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -748415.500000 Penalty: 4355.575195
	Iteration 10Q: 3 clusters Score -748415.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -748455.125000 Penalty: 4355.575195
	Iteration 11Q: 3 clusters Score -748455.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -748509.812500 Penalty: 4355.575195
	Iteration 12Q: 3 clusters Score -748509.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -748566.062500 Penalty: 4355.575195
	Iteration 13Q: 3 clusters Score -748566.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -748608.125000 Penalty: 4355.575195
	Iteration 14Q: 3 clusters Score -748608.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -748653.250000 Penalty: 4355.575195
	Iteration 15Q: 3 clusters Score -748653.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -748702.187500 Penalty: 4355.575195
	Iteration 16Q: 3 clusters Score -748702.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -748750.000000 Penalty: 4355.575195
	Iteration 17Q: 3 clusters Score -748750 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -748790.562500 Penalty: 4355.575195
	Iteration 18Q: 3 clusters Score -748790.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -748831.812500 Penalty: 4355.575195
	Iteration 19Q: 3 clusters Score -748831.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -748876.062500 Penalty: 4355.575195
	Iteration 20F: 3 clusters Score -748876.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -748917.000000 Penalty: 4355.575195
	Iteration 21Q: 3 clusters Score -748917 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -748957.687500 Penalty: 4355.575195
	Iteration 22Q: 3 clusters Score -748957.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -748993.812500 Penalty: 4355.575195
	Iteration 23Q: 3 clusters Score -748993.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -749045.062500 Penalty: 4355.575195
	Iteration 24Q: 3 clusters Score -749045.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -749091.062500 Penalty: 4355.575195
	Iteration 25Q: 3 clusters Score -749091.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -749133.562500 Penalty: 4355.575195
	Iteration 26Q: 3 clusters Score -749133.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -749170.687500 Penalty: 4355.575195
	Iteration 27Q: 3 clusters Score -749170.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -749211.812500 Penalty: 4355.575195
	Iteration 28Q: 3 clusters Score -749211.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -749262.625000 Penalty: 4355.575195
	Iteration 29Q: 3 clusters Score -749262.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -749310.500000 Penalty: 4355.575195
	Iteration 30Q: 3 clusters Score -749310.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -749354.187500 Penalty: 4355.575195
	Iteration 31Q: 3 clusters Score -749354.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -749394.375000 Penalty: 4355.575195
	Iteration 32Q: 3 clusters Score -749394.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -749439.937500 Penalty: 4355.575195
	Iteration 33Q: 3 clusters Score -749439.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -749481.625000 Penalty: 4355.575195
	Iteration 34Q: 3 clusters Score -749481.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -749527.062500 Penalty: 4355.575195
	Iteration 35Q: 3 clusters Score -749527.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -749555.312500 Penalty: 4355.575195
	Iteration 36Q: 3 clusters Score -749555.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -749577.312500 Penalty: 4355.575195
	Iteration 37Q: 3 clusters Score -749577.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -749599.062500 Penalty: 4355.575195
	Iteration 38Q: 3 clusters Score -749599.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -749617.375000 Penalty: 4355.575195
	Iteration 39Q: 3 clusters Score -749617.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -749637.500000 Penalty: 4355.575195
	Iteration 40F: 3 clusters Score -749637.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -749656.625000 Penalty: 4355.575195
	Iteration 41Q: 3 clusters Score -749656.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -749674.000000 Penalty: 4355.575195
	Iteration 42Q: 3 clusters Score -749674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -749684.437500 Penalty: 4355.575195
	Iteration 43Q: 3 clusters Score -749684.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -749691.062500 Penalty: 4355.575195
	Iteration 44Q: 3 clusters Score -749691.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -749696.312500 Penalty: 4355.575195
	Iteration 45Q: 3 clusters Score -749696.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -749706.125000 Penalty: 4355.575195
	Iteration 46Q: 3 clusters Score -749706.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -749713.500000 Penalty: 4355.575195
	Iteration 47Q: 3 clusters Score -749713.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -749717.750000 Penalty: 4355.575195
	Iteration 48Q: 3 clusters Score -749717.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -749721.062500 Penalty: 4355.575195
	Iteration 49Q: 3 clusters Score -749721.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -749726.937500 Penalty: 4355.575195
	Iteration 50Q: 3 clusters Score -749726.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -749731.062500 Penalty: 4355.575195
	Iteration 51Q: 3 clusters Score -749731.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -749736.062500 Penalty: 4355.575195
	Iteration 52Q: 3 clusters Score -749736.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -749738.187500 Penalty: 4355.575195
	Iteration 53Q: 3 clusters Score -749738.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -749739.687500 Penalty: 4355.575195
	Iteration 54Q: 3 clusters Score -749739.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -749739.250000 Penalty: 4355.575195
	Iteration 55Q: 3 clusters Score -749739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -749739.562500 Penalty: 4355.575195
	Iteration 56Q: 3 clusters Score -749739.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -749740.687500 Penalty: 4355.575195
	Iteration 57Q: 3 clusters Score -749740.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -749741.187500 Penalty: 4355.575195
	Iteration 58Q: 3 clusters Score -749741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -749742.125000 Penalty: 4355.575195
	Iteration 59Q: 3 clusters Score -749742.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -749742.812500 Penalty: 4355.575195
	Iteration 60F: 3 clusters Score -749742.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -749743.562500 Penalty: 4355.575195
	Iteration 61Q: 3 clusters Score -749743.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -749743.812500 Penalty: 4355.575195
	Iteration 62Q: 3 clusters Score -749743.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -749743.812500 Penalty: 4355.575195
	Iteration 63F: 3 clusters Score -749743.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Entering Unmasked Estep 
Score: -735597.312500 Penalty: 2151.751221
	Iteration 0F: 2 clusters Score -735597.3 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 2964 members 
Entering Unmasked Estep 
Score: -730515.750000 Penalty: 4303.502441
	Iteration 0F: 3 clusters Score -730515.8 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -731910.500000 Penalty: 4303.502441
	Iteration 1F: 3 clusters Score -731910.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -732334.125000 Penalty: 4303.502441
	Iteration 2F: 3 clusters Score -732334.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -732672.562500 Penalty: 4303.502441
	Iteration 3F: 3 clusters Score -732672.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -732940.000000 Penalty: 4303.502441
	Iteration 4F: 3 clusters Score -732940 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -733167.000000 Penalty: 4303.502441
	Iteration 5F: 3 clusters Score -733167 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -733366.312500 Penalty: 4303.502441
	Iteration 6Q: 3 clusters Score -733366.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -733542.562500 Penalty: 4303.502441
	Iteration 7Q: 3 clusters Score -733542.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -733683.687500 Penalty: 4303.502441
	Iteration 8Q: 3 clusters Score -733683.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -733817.937500 Penalty: 4303.502441
	Iteration 9Q: 3 clusters Score -733817.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -733909.250000 Penalty: 4303.502441
	Iteration 10Q: 3 clusters Score -733909.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -734010.687500 Penalty: 4303.502441
	Iteration 11Q: 3 clusters Score -734010.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -734097.500000 Penalty: 4303.502441
	Iteration 12Q: 3 clusters Score -734097.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -734166.375000 Penalty: 4303.502441
	Iteration 13Q: 3 clusters Score -734166.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -734213.062500 Penalty: 4303.502441
	Iteration 14Q: 3 clusters Score -734213.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -734250.562500 Penalty: 4303.502441
	Iteration 15Q: 3 clusters Score -734250.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -734275.625000 Penalty: 4303.502441
	Iteration 16Q: 3 clusters Score -734275.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -734293.937500 Penalty: 4303.502441
	Iteration 17Q: 3 clusters Score -734293.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -734308.250000 Penalty: 4303.502441
	Iteration 18Q: 3 clusters Score -734308.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -734322.937500 Penalty: 4303.502441
	Iteration 19Q: 3 clusters Score -734322.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -734331.625000 Penalty: 4303.502441
	Iteration 20F: 3 clusters Score -734331.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -734337.937500 Penalty: 4303.502441
	Iteration 21Q: 3 clusters Score -734337.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -734340.562500 Penalty: 4303.502441
	Iteration 22Q: 3 clusters Score -734340.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -734345.937500 Penalty: 4303.502441
	Iteration 23Q: 3 clusters Score -734345.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -734347.812500 Penalty: 4303.502441
	Iteration 24Q: 3 clusters Score -734347.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -734348.875000 Penalty: 4303.502441
	Iteration 25Q: 3 clusters Score -734348.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -734349.687500 Penalty: 4303.502441
	Iteration 26Q: 3 clusters Score -734349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -734349.625000 Penalty: 4303.502441
	Iteration 27Q: 3 clusters Score -734349.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -734351.812500 Penalty: 4303.502441
	Iteration 28Q: 3 clusters Score -734351.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -734354.625000 Penalty: 4303.502441
	Iteration 29Q: 3 clusters Score -734354.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -734356.625000 Penalty: 4303.502441
	Iteration 30Q: 3 clusters Score -734356.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -734361.937500 Penalty: 4303.502441
	Iteration 31Q: 3 clusters Score -734361.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -734364.250000 Penalty: 4303.502441
	Iteration 32Q: 3 clusters Score -734364.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -734367.937500 Penalty: 4303.502441
	Iteration 33Q: 3 clusters Score -734367.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -734373.812500 Penalty: 4303.502441
	Iteration 34Q: 3 clusters Score -734373.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -734383.687500 Penalty: 4303.502441
	Iteration 35Q: 3 clusters Score -734383.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -734387.937500 Penalty: 4303.502441
	Iteration 36Q: 3 clusters Score -734387.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -734392.500000 Penalty: 4303.502441
	Iteration 37Q: 3 clusters Score -734392.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -734395.812500 Penalty: 4303.502441
	Iteration 38Q: 3 clusters Score -734395.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -734399.437500 Penalty: 4303.502441
	Iteration 39Q: 3 clusters Score -734399.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -734399.562500 Penalty: 4303.502441
	Iteration 40F: 3 clusters Score -734399.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -734400.375000 Penalty: 4303.502441
	Iteration 41Q: 3 clusters Score -734400.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -734400.937500 Penalty: 4303.502441
	Iteration 42Q: 3 clusters Score -734400.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -734400.687500 Penalty: 4303.502441
	Iteration 43Q: 3 clusters Score -734400.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -734402.625000 Penalty: 4303.502441
	Iteration 44Q: 3 clusters Score -734402.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -734403.812500 Penalty: 4303.502441
	Iteration 45Q: 3 clusters Score -734403.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -734404.000000 Penalty: 4303.502441
	Iteration 46Q: 3 clusters Score -734404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -734407.062500 Penalty: 4303.502441
	Iteration 47Q: 3 clusters Score -734407.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -734408.250000 Penalty: 4303.502441
	Iteration 48Q: 3 clusters Score -734408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -734407.687500 Penalty: 4303.502441
	Iteration 49Q: 3 clusters Score -734407.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -734407.750000 Penalty: 4303.502441
	Iteration 50Q: 3 clusters Score -734407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -734409.250000 Penalty: 4303.502441
	Iteration 51Q: 3 clusters Score -734409.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -734409.250000 Penalty: 4303.502441
	Iteration 52F: 3 clusters Score -734409.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Entering Unmasked Estep 
Score: -713134.500000 Penalty: 2133.043701
	Iteration 0F: 2 clusters Score -713134.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -708342.000000 Penalty: 4266.087402
	Iteration 0F: 3 clusters Score -708342 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -709476.000000 Penalty: 4266.087402
	Iteration 1F: 3 clusters Score -709476 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -709669.562500 Penalty: 4266.087402
	Iteration 2F: 3 clusters Score -709669.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -709810.875000 Penalty: 4266.087402
	Iteration 3Q: 3 clusters Score -709810.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -709914.125000 Penalty: 4266.087402
	Iteration 4Q: 3 clusters Score -709914.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -709996.187500 Penalty: 4266.087402
	Iteration 5Q: 3 clusters Score -709996.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -710060.500000 Penalty: 4266.087402
	Iteration 6Q: 3 clusters Score -710060.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -710109.812500 Penalty: 4266.087402
	Iteration 7Q: 3 clusters Score -710109.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -710151.312500 Penalty: 4266.087402
	Iteration 8Q: 3 clusters Score -710151.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -710189.000000 Penalty: 4266.087402
	Iteration 9Q: 3 clusters Score -710189 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -710221.937500 Penalty: 4266.087402
	Iteration 10Q: 3 clusters Score -710221.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -710257.062500 Penalty: 4266.087402
	Iteration 11Q: 3 clusters Score -710257.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -710288.000000 Penalty: 4266.087402
	Iteration 12Q: 3 clusters Score -710288 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -710320.250000 Penalty: 4266.087402
	Iteration 13Q: 3 clusters Score -710320.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -710357.375000 Penalty: 4266.087402
	Iteration 14Q: 3 clusters Score -710357.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -710399.250000 Penalty: 4266.087402
	Iteration 15Q: 3 clusters Score -710399.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -710440.187500 Penalty: 4266.087402
	Iteration 16Q: 3 clusters Score -710440.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -710484.500000 Penalty: 4266.087402
	Iteration 17Q: 3 clusters Score -710484.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -710535.625000 Penalty: 4266.087402
	Iteration 18Q: 3 clusters Score -710535.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -710592.375000 Penalty: 4266.087402
	Iteration 19Q: 3 clusters Score -710592.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -710649.500000 Penalty: 4266.087402
	Iteration 20F: 3 clusters Score -710649.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -710709.937500 Penalty: 4266.087402
	Iteration 21Q: 3 clusters Score -710709.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -710764.687500 Penalty: 4266.087402
	Iteration 22Q: 3 clusters Score -710764.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -710811.625000 Penalty: 4266.087402
	Iteration 23Q: 3 clusters Score -710811.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -710859.750000 Penalty: 4266.087402
	Iteration 24Q: 3 clusters Score -710859.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -710897.125000 Penalty: 4266.087402
	Iteration 25Q: 3 clusters Score -710897.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -710932.750000 Penalty: 4266.087402
	Iteration 26Q: 3 clusters Score -710932.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -710962.812500 Penalty: 4266.087402
	Iteration 27Q: 3 clusters Score -710962.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -710989.687500 Penalty: 4266.087402
	Iteration 28Q: 3 clusters Score -710989.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -711031.187500 Penalty: 4266.087402
	Iteration 29Q: 3 clusters Score -711031.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -711064.187500 Penalty: 4266.087402
	Iteration 30Q: 3 clusters Score -711064.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -711095.187500 Penalty: 4266.087402
	Iteration 31Q: 3 clusters Score -711095.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -711128.437500 Penalty: 4266.087402
	Iteration 32Q: 3 clusters Score -711128.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -711176.812500 Penalty: 4266.087402
	Iteration 33Q: 3 clusters Score -711176.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -711216.937500 Penalty: 4266.087402
	Iteration 34Q: 3 clusters Score -711216.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -711252.875000 Penalty: 4266.087402
	Iteration 35Q: 3 clusters Score -711252.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -711288.062500 Penalty: 4266.087402
	Iteration 36Q: 3 clusters Score -711288.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -711324.375000 Penalty: 4266.087402
	Iteration 37Q: 3 clusters Score -711324.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -711353.937500 Penalty: 4266.087402
	Iteration 38Q: 3 clusters Score -711353.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -711394.062500 Penalty: 4266.087402
	Iteration 39Q: 3 clusters Score -711394.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -711427.625000 Penalty: 4266.087402
	Iteration 40F: 3 clusters Score -711427.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -711460.437500 Penalty: 4266.087402
	Iteration 41Q: 3 clusters Score -711460.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -711480.562500 Penalty: 4266.087402
	Iteration 42Q: 3 clusters Score -711480.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -711495.750000 Penalty: 4266.087402
	Iteration 43Q: 3 clusters Score -711495.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -711506.187500 Penalty: 4266.087402
	Iteration 44Q: 3 clusters Score -711506.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -711519.312500 Penalty: 4266.087402
	Iteration 45Q: 3 clusters Score -711519.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -711524.750000 Penalty: 4266.087402
	Iteration 46Q: 3 clusters Score -711524.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -711526.562500 Penalty: 4266.087402
	Iteration 47Q: 3 clusters Score -711526.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -711527.625000 Penalty: 4266.087402
	Iteration 48Q: 3 clusters Score -711527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -711528.562500 Penalty: 4266.087402
	Iteration 49Q: 3 clusters Score -711528.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -711528.187500 Penalty: 4266.087402
	Iteration 50Q: 3 clusters Score -711528.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -711528.187500 Penalty: 4266.087402
	Iteration 51F: 3 clusters Score -711528.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -101028.789062 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -101028.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99179.796875 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -99179.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -99689.304688 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -99689.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -99942.351562 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -99942.35 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -100106.812500 Penalty: 3390.784668
	Iteration 3F: 3 clusters Score -100106.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -100292.320312 Penalty: 3390.784668
	Iteration 4F: 3 clusters Score -100292.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -100545.484375 Penalty: 3390.784668
	Iteration 5F: 3 clusters Score -100545.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -100816.867188 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -100816.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -100951.093750 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -100951.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -100986.203125 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -100986.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -101012.625000 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -101012.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -101040.117188 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -101040.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101059.968750 Penalty: 3390.784668
	Iteration 11Q: 3 clusters Score -101060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -101073.515625 Penalty: 3390.784668
	Iteration 12Q: 3 clusters Score -101073.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -101076.867188 Penalty: 3390.784668
	Iteration 13Q: 3 clusters Score -101076.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -101076.867188 Penalty: 3390.784668
	Iteration 14F: 3 clusters Score -101076.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40931 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 275383 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6512 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5437 members 
Mstep: Class 13 contains 431 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58159 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 158450 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 500 members 
Entering Unmasked Estep 
Score: -90836616.000000 Penalty: 76903.515625
Splitting cluster 13 changes total score from -90838232.000000 to -90836616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -290887.687500 Penalty: 1919.576904
	Iteration 0F: 2 clusters Score -290887.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -288104.500000 Penalty: 3839.153809
	Iteration 0F: 3 clusters Score -288104.5 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -288619.281250 Penalty: 3839.153809
	Iteration 1F: 3 clusters Score -288619.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -288787.187500 Penalty: 3839.153809
	Iteration 2F: 3 clusters Score -288787.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -288882.281250 Penalty: 3839.153809
	Iteration 3F: 3 clusters Score -288882.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -288930.468750 Penalty: 3839.153809
	Iteration 4Q: 3 clusters Score -288930.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -288953.906250 Penalty: 3839.153809
	Iteration 5Q: 3 clusters Score -288953.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -288978.906250 Penalty: 3839.153809
	Iteration 6Q: 3 clusters Score -288978.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -289000.156250 Penalty: 3839.153809
	Iteration 7Q: 3 clusters Score -289000.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -289016.125000 Penalty: 3839.153809
	Iteration 8Q: 3 clusters Score -289016.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -289033.437500 Penalty: 3839.153809
	Iteration 9Q: 3 clusters Score -289033.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -289049.843750 Penalty: 3839.153809
	Iteration 10Q: 3 clusters Score -289049.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -289069.875000 Penalty: 3839.153809
	Iteration 11Q: 3 clusters Score -289069.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -289085.468750 Penalty: 3839.153809
	Iteration 12Q: 3 clusters Score -289085.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -289094.875000 Penalty: 3839.153809
	Iteration 13Q: 3 clusters Score -289094.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -289102.125000 Penalty: 3839.153809
	Iteration 14Q: 3 clusters Score -289102.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -289105.593750 Penalty: 3839.153809
	Iteration 15Q: 3 clusters Score -289105.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -289107.718750 Penalty: 3839.153809
	Iteration 16Q: 3 clusters Score -289107.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -289111.906250 Penalty: 3839.153809
	Iteration 17Q: 3 clusters Score -289111.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -289113.843750 Penalty: 3839.153809
	Iteration 18Q: 3 clusters Score -289113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -289116.250000 Penalty: 3839.153809
	Iteration 19Q: 3 clusters Score -289116.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -289117.718750 Penalty: 3839.153809
	Iteration 20F: 3 clusters Score -289117.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -289120.625000 Penalty: 3839.153809
	Iteration 21Q: 3 clusters Score -289120.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -289122.468750 Penalty: 3839.153809
	Iteration 22Q: 3 clusters Score -289122.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -289123.812500 Penalty: 3839.153809
	Iteration 23Q: 3 clusters Score -289123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -289124.968750 Penalty: 3839.153809
	Iteration 24Q: 3 clusters Score -289125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -289128.593750 Penalty: 3839.153809
	Iteration 25Q: 3 clusters Score -289128.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -289131.625000 Penalty: 3839.153809
	Iteration 26Q: 3 clusters Score -289131.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -289132.625000 Penalty: 3839.153809
	Iteration 27Q: 3 clusters Score -289132.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -289132.906250 Penalty: 3839.153809
	Iteration 28Q: 3 clusters Score -289132.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -289133.312500 Penalty: 3839.153809
	Iteration 29Q: 3 clusters Score -289133.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -289134.093750 Penalty: 3839.153809
	Iteration 30Q: 3 clusters Score -289134.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -289135.187500 Penalty: 3839.153809
	Iteration 31Q: 3 clusters Score -289135.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -289137.187500 Penalty: 3839.153809
	Iteration 32Q: 3 clusters Score -289137.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -289138.625000 Penalty: 3839.153809
	Iteration 33Q: 3 clusters Score -289138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -289139.656250 Penalty: 3839.153809
	Iteration 34Q: 3 clusters Score -289139.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -289141.968750 Penalty: 3839.153809
	Iteration 35Q: 3 clusters Score -289142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -289143.406250 Penalty: 3839.153809
	Iteration 36Q: 3 clusters Score -289143.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -289143.625000 Penalty: 3839.153809
	Iteration 37Q: 3 clusters Score -289143.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -289143.625000 Penalty: 3839.153809
	Iteration 38F: 3 clusters Score -289143.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Entering Unmasked Estep 
Score: -1666647.375000 Penalty: 2353.748535
	Iteration 0F: 2 clusters Score -1666647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1656926.875000 Penalty: 4707.497070
	Iteration 0F: 3 clusters Score -1656927 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1659962.125000 Penalty: 4707.497070
	Iteration 1F: 3 clusters Score -1659962 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1660356.000000 Penalty: 4707.497070
	Iteration 2F: 3 clusters Score -1660356 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1660761.875000 Penalty: 4707.497070
	Iteration 3F: 3 clusters Score -1660762 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1661189.000000 Penalty: 4707.497070
	Iteration 4F: 3 clusters Score -1661189 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1661622.000000 Penalty: 4707.497070
	Iteration 5F: 3 clusters Score -1661622 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1662046.125000 Penalty: 4707.497070
	Iteration 6F: 3 clusters Score -1662046 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1662459.375000 Penalty: 4707.497070
	Iteration 7F: 3 clusters Score -1662459 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1662814.625000 Penalty: 4707.497070
	Iteration 8Q: 3 clusters Score -1662815 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1663060.500000 Penalty: 4707.497070
	Iteration 9Q: 3 clusters Score -1663060 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1663190.000000 Penalty: 4707.497070
	Iteration 10Q: 3 clusters Score -1663190 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1663282.750000 Penalty: 4707.497070
	Iteration 11Q: 3 clusters Score -1663283 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1663345.625000 Penalty: 4707.497070
	Iteration 12Q: 3 clusters Score -1663346 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1663386.000000 Penalty: 4707.497070
	Iteration 13Q: 3 clusters Score -1663386 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1663413.625000 Penalty: 4707.497070
	Iteration 14Q: 3 clusters Score -1663414 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1663442.625000 Penalty: 4707.497070
	Iteration 15Q: 3 clusters Score -1663443 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1663469.750000 Penalty: 4707.497070
	Iteration 16Q: 3 clusters Score -1663470 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1663498.750000 Penalty: 4707.497070
	Iteration 17Q: 3 clusters Score -1663499 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1663517.375000 Penalty: 4707.497070
	Iteration 18Q: 3 clusters Score -1663517 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1663532.625000 Penalty: 4707.497070
	Iteration 19Q: 3 clusters Score -1663533 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1663550.500000 Penalty: 4707.497070
	Iteration 20F: 3 clusters Score -1663550 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1663572.000000 Penalty: 4707.497070
	Iteration 21Q: 3 clusters Score -1663572 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1663581.875000 Penalty: 4707.497070
	Iteration 22Q: 3 clusters Score -1663582 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1663598.500000 Penalty: 4707.497070
	Iteration 23Q: 3 clusters Score -1663598 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1663621.375000 Penalty: 4707.497070
	Iteration 24Q: 3 clusters Score -1663621 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1663635.625000 Penalty: 4707.497070
	Iteration 25Q: 3 clusters Score -1663636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1663649.750000 Penalty: 4707.497070
	Iteration 26Q: 3 clusters Score -1663650 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1663662.125000 Penalty: 4707.497070
	Iteration 27Q: 3 clusters Score -1663662 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1663677.500000 Penalty: 4707.497070
	Iteration 28Q: 3 clusters Score -1663678 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1663697.375000 Penalty: 4707.497070
	Iteration 29Q: 3 clusters Score -1663697 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1663711.625000 Penalty: 4707.497070
	Iteration 30Q: 3 clusters Score -1663712 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1663743.250000 Penalty: 4707.497070
	Iteration 31Q: 3 clusters Score -1663743 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1663766.000000 Penalty: 4707.497070
	Iteration 32Q: 3 clusters Score -1663766 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1663791.750000 Penalty: 4707.497070
	Iteration 33Q: 3 clusters Score -1663792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1663818.875000 Penalty: 4707.497070
	Iteration 34Q: 3 clusters Score -1663819 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1663846.750000 Penalty: 4707.497070
	Iteration 35Q: 3 clusters Score -1663847 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1663889.875000 Penalty: 4707.497070
	Iteration 36Q: 3 clusters Score -1663890 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1663920.000000 Penalty: 4707.497070
	Iteration 37Q: 3 clusters Score -1663920 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1663948.125000 Penalty: 4707.497070
	Iteration 38Q: 3 clusters Score -1663948 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1663977.250000 Penalty: 4707.497070
	Iteration 39Q: 3 clusters Score -1663977 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1664014.375000 Penalty: 4707.497070
	Iteration 40F: 3 clusters Score -1664014 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1664038.875000 Penalty: 4707.497070
	Iteration 41Q: 3 clusters Score -1664039 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1664058.250000 Penalty: 4707.497070
	Iteration 42Q: 3 clusters Score -1664058 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1664072.000000 Penalty: 4707.497070
	Iteration 43Q: 3 clusters Score -1664072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1664100.500000 Penalty: 4707.497070
	Iteration 44Q: 3 clusters Score -1664100 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1664124.125000 Penalty: 4707.497070
	Iteration 45Q: 3 clusters Score -1664124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1664152.375000 Penalty: 4707.497070
	Iteration 46Q: 3 clusters Score -1664152 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1664192.000000 Penalty: 4707.497070
	Iteration 47Q: 3 clusters Score -1664192 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1664237.750000 Penalty: 4707.497070
	Iteration 48Q: 3 clusters Score -1664238 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1664293.375000 Penalty: 4707.497070
	Iteration 49Q: 3 clusters Score -1664293 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1664342.250000 Penalty: 4707.497070
	Iteration 50Q: 3 clusters Score -1664342 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1664391.125000 Penalty: 4707.497070
	Iteration 51Q: 3 clusters Score -1664391 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1664421.875000 Penalty: 4707.497070
	Iteration 52Q: 3 clusters Score -1664422 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1664462.000000 Penalty: 4707.497070
	Iteration 53Q: 3 clusters Score -1664462 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1664505.500000 Penalty: 4707.497070
	Iteration 54Q: 3 clusters Score -1664506 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1664540.125000 Penalty: 4707.497070
	Iteration 55Q: 3 clusters Score -1664540 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1664577.750000 Penalty: 4707.497070
	Iteration 56Q: 3 clusters Score -1664578 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1664620.625000 Penalty: 4707.497070
	Iteration 57Q: 3 clusters Score -1664621 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1664648.125000 Penalty: 4707.497070
	Iteration 58Q: 3 clusters Score -1664648 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1664671.000000 Penalty: 4707.497070
	Iteration 59Q: 3 clusters Score -1664671 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1664689.625000 Penalty: 4707.497070
	Iteration 60F: 3 clusters Score -1664690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1664700.375000 Penalty: 4707.497070
	Iteration 61Q: 3 clusters Score -1664700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1664708.125000 Penalty: 4707.497070
	Iteration 62Q: 3 clusters Score -1664708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1664720.750000 Penalty: 4707.497070
	Iteration 63Q: 3 clusters Score -1664721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1664724.625000 Penalty: 4707.497070
	Iteration 64Q: 3 clusters Score -1664725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1664737.625000 Penalty: 4707.497070
	Iteration 65Q: 3 clusters Score -1664738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1664744.000000 Penalty: 4707.497070
	Iteration 66Q: 3 clusters Score -1664744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1664755.125000 Penalty: 4707.497070
	Iteration 67Q: 3 clusters Score -1664755 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1664762.625000 Penalty: 4707.497070
	Iteration 68Q: 3 clusters Score -1664763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1664767.500000 Penalty: 4707.497070
	Iteration 69Q: 3 clusters Score -1664768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1664774.000000 Penalty: 4707.497070
	Iteration 70Q: 3 clusters Score -1664774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1664781.375000 Penalty: 4707.497070
	Iteration 71Q: 3 clusters Score -1664781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1664790.375000 Penalty: 4707.497070
	Iteration 72Q: 3 clusters Score -1664790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1664808.375000 Penalty: 4707.497070
	Iteration 73Q: 3 clusters Score -1664808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1664815.625000 Penalty: 4707.497070
	Iteration 74Q: 3 clusters Score -1664816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1664821.125000 Penalty: 4707.497070
	Iteration 75Q: 3 clusters Score -1664821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1664822.875000 Penalty: 4707.497070
	Iteration 76Q: 3 clusters Score -1664823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1664822.375000 Penalty: 4707.497070
	Iteration 77Q: 3 clusters Score -1664822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1664825.125000 Penalty: 4707.497070
	Iteration 78Q: 3 clusters Score -1664825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1664827.875000 Penalty: 4707.497070
	Iteration 79Q: 3 clusters Score -1664828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1664828.375000 Penalty: 4707.497070
	Iteration 80F: 3 clusters Score -1664828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1664829.875000 Penalty: 4707.497070
	Iteration 81Q: 3 clusters Score -1664830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1664833.000000 Penalty: 4707.497070
	Iteration 82Q: 3 clusters Score -1664833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1664836.000000 Penalty: 4707.497070
	Iteration 83Q: 3 clusters Score -1664836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1664838.875000 Penalty: 4707.497070
	Iteration 84Q: 3 clusters Score -1664839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1664841.000000 Penalty: 4707.497070
	Iteration 85Q: 3 clusters Score -1664841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1664844.750000 Penalty: 4707.497070
	Iteration 86Q: 3 clusters Score -1664845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1664842.375000 Penalty: 4707.497070
	Iteration 87Q: 3 clusters Score -1664842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1664840.625000 Penalty: 4707.497070
	Iteration 88Q: 3 clusters Score -1664841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1664840.625000 Penalty: 4707.497070
	Iteration 89F: 3 clusters Score -1664841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Entering Unmasked Estep 
Score: -603101.750000 Penalty: 2126.246094
	Iteration 0F: 2 clusters Score -603101.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -598417.187500 Penalty: 4252.492188
	Iteration 0F: 3 clusters Score -598417.2 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -599560.750000 Penalty: 4252.492188
	Iteration 1F: 3 clusters Score -599560.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -599802.750000 Penalty: 4252.492188
	Iteration 2F: 3 clusters Score -599802.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -599990.125000 Penalty: 4252.492188
	Iteration 3F: 3 clusters Score -599990.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -600130.812500 Penalty: 4252.492188
	Iteration 4Q: 3 clusters Score -600130.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -600239.562500 Penalty: 4252.492188
	Iteration 5Q: 3 clusters Score -600239.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -600352.937500 Penalty: 4252.492188
	Iteration 6Q: 3 clusters Score -600352.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -600446.625000 Penalty: 4252.492188
	Iteration 7Q: 3 clusters Score -600446.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -600508.687500 Penalty: 4252.492188
	Iteration 8Q: 3 clusters Score -600508.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -600567.312500 Penalty: 4252.492188
	Iteration 9Q: 3 clusters Score -600567.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -600638.000000 Penalty: 4252.492188
	Iteration 10Q: 3 clusters Score -600638 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -600695.375000 Penalty: 4252.492188
	Iteration 11Q: 3 clusters Score -600695.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -600757.875000 Penalty: 4252.492188
	Iteration 12Q: 3 clusters Score -600757.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -600844.187500 Penalty: 4252.492188
	Iteration 13Q: 3 clusters Score -600844.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -600939.187500 Penalty: 4252.492188
	Iteration 14Q: 3 clusters Score -600939.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -601057.312500 Penalty: 4252.492188
	Iteration 15Q: 3 clusters Score -601057.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -601160.312500 Penalty: 4252.492188
	Iteration 16Q: 3 clusters Score -601160.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -601248.125000 Penalty: 4252.492188
	Iteration 17Q: 3 clusters Score -601248.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -601328.937500 Penalty: 4252.492188
	Iteration 18Q: 3 clusters Score -601328.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -601381.312500 Penalty: 4252.492188
	Iteration 19Q: 3 clusters Score -601381.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -601432.125000 Penalty: 4252.492188
	Iteration 20F: 3 clusters Score -601432.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -601478.687500 Penalty: 4252.492188
	Iteration 21Q: 3 clusters Score -601478.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -601511.062500 Penalty: 4252.492188
	Iteration 22Q: 3 clusters Score -601511.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -601539.125000 Penalty: 4252.492188
	Iteration 23Q: 3 clusters Score -601539.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -601557.437500 Penalty: 4252.492188
	Iteration 24Q: 3 clusters Score -601557.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -601568.625000 Penalty: 4252.492188
	Iteration 25Q: 3 clusters Score -601568.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -601581.312500 Penalty: 4252.492188
	Iteration 26Q: 3 clusters Score -601581.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -601591.812500 Penalty: 4252.492188
	Iteration 27Q: 3 clusters Score -601591.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -601601.187500 Penalty: 4252.492188
	Iteration 28Q: 3 clusters Score -601601.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -601606.500000 Penalty: 4252.492188
	Iteration 29Q: 3 clusters Score -601606.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -601610.375000 Penalty: 4252.492188
	Iteration 30Q: 3 clusters Score -601610.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -601615.375000 Penalty: 4252.492188
	Iteration 31Q: 3 clusters Score -601615.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -601620.375000 Penalty: 4252.492188
	Iteration 32Q: 3 clusters Score -601620.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -601624.250000 Penalty: 4252.492188
	Iteration 33Q: 3 clusters Score -601624.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -601627.125000 Penalty: 4252.492188
	Iteration 34Q: 3 clusters Score -601627.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -601630.125000 Penalty: 4252.492188
	Iteration 35Q: 3 clusters Score -601630.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -601632.500000 Penalty: 4252.492188
	Iteration 36Q: 3 clusters Score -601632.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -601634.750000 Penalty: 4252.492188
	Iteration 37Q: 3 clusters Score -601634.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -601636.375000 Penalty: 4252.492188
	Iteration 38Q: 3 clusters Score -601636.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -601637.187500 Penalty: 4252.492188
	Iteration 39Q: 3 clusters Score -601637.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -601637.250000 Penalty: 4252.492188
	Iteration 40F: 3 clusters Score -601637.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -601638.625000 Penalty: 4252.492188
	Iteration 41Q: 3 clusters Score -601638.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -601639.625000 Penalty: 4252.492188
	Iteration 42Q: 3 clusters Score -601639.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -601640.062500 Penalty: 4252.492188
	Iteration 43Q: 3 clusters Score -601640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -601640.250000 Penalty: 4252.492188
	Iteration 44Q: 3 clusters Score -601640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -601639.812500 Penalty: 4252.492188
	Iteration 45Q: 3 clusters Score -601639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -601640.000000 Penalty: 4252.492188
	Iteration 46Q: 3 clusters Score -601640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -601639.812500 Penalty: 4252.492188
	Iteration 47Q: 3 clusters Score -601639.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -601642.812500 Penalty: 4252.492188
	Iteration 48Q: 3 clusters Score -601642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -601642.937500 Penalty: 4252.492188
	Iteration 49Q: 3 clusters Score -601642.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -601642.937500 Penalty: 4252.492188
	Iteration 50F: 3 clusters Score -601642.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58159 members 
Entering Unmasked Estep 
Score: -7439665.000000 Penalty: 2720.791992
	Iteration 0F: 2 clusters Score -7439665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -7400536.500000 Penalty: 5441.583984
	Iteration 0F: 3 clusters Score -7400536 nChanged 27032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -7415356.500000 Penalty: 5441.583984
	Iteration 1F: 3 clusters Score -7415356 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -7415806.500000 Penalty: 5441.583984
	Iteration 2Q: 3 clusters Score -7415806 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -7416272.500000 Penalty: 5441.583984
	Iteration 3Q: 3 clusters Score -7416272 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -7416783.000000 Penalty: 5441.583984
	Iteration 4Q: 3 clusters Score -7416783 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -7417531.000000 Penalty: 5441.583984
	Iteration 5Q: 3 clusters Score -7417531 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -7418846.000000 Penalty: 5441.583984
	Iteration 6Q: 3 clusters Score -7418846 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -7420946.000000 Penalty: 5441.583984
	Iteration 7F: 3 clusters Score -7420946 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -7424453.000000 Penalty: 5441.583984
	Iteration 8F: 3 clusters Score -7424453 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -7429139.000000 Penalty: 5441.583984
	Iteration 9F: 3 clusters Score -7429139 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -7433504.000000 Penalty: 5441.583984
	Iteration 10F: 3 clusters Score -7433504 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7436002.500000 Penalty: 5441.583984
	Iteration 11Q: 3 clusters Score -7436002 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7436809.000000 Penalty: 5441.583984
	Iteration 12Q: 3 clusters Score -7436809 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57882 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7437055.500000 Penalty: 5441.583984
	Iteration 13Q: 3 clusters Score -7437056 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57934 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7437153.000000 Penalty: 5441.583984
	Iteration 14Q: 3 clusters Score -7437153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7437200.500000 Penalty: 5441.583984
	Iteration 15Q: 3 clusters Score -7437200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7437216.000000 Penalty: 5441.583984
	Iteration 16Q: 3 clusters Score -7437216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7437224.500000 Penalty: 5441.583984
	Iteration 17Q: 3 clusters Score -7437224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7437227.000000 Penalty: 5441.583984
	Iteration 18Q: 3 clusters Score -7437227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -7437239.500000 Penalty: 5441.583984
	Iteration 19Q: 3 clusters Score -7437240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7437237.500000 Penalty: 5441.583984
	Iteration 20F: 3 clusters Score -7437238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7437235.500000 Penalty: 5441.583984
	Iteration 21Q: 3 clusters Score -7437236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -7437245.000000 Penalty: 5441.583984
	Iteration 22Q: 3 clusters Score -7437245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57973 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7437251.500000 Penalty: 5441.583984
	Iteration 23Q: 3 clusters Score -7437252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7437254.500000 Penalty: 5441.583984
	Iteration 24Q: 3 clusters Score -7437254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7437254.500000 Penalty: 5441.583984
	Iteration 25F: 3 clusters Score -7437254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -37404.773438 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -37404.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36028.882812 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -36028.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36195.273438 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -36195.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36253.574219 Penalty: 2905.534668
	Iteration 2Q: 3 clusters Score -36253.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36310.648438 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -36310.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36352.050781 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -36352.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36414.535156 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -36414.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36460.046875 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -36460.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36478.632812 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -36478.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36502.128906 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -36502.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36544.125000 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -36544.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36593.257812 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -36593.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36607.484375 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -36607.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36619.953125 Penalty: 2905.534668
	Iteration 12Q: 3 clusters Score -36619.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36627.667969 Penalty: 2905.534668
	Iteration 13Q: 3 clusters Score -36627.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36643.160156 Penalty: 2905.534668
	Iteration 14Q: 3 clusters Score -36643.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36660.679688 Penalty: 2905.534668
	Iteration 15Q: 3 clusters Score -36660.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36673.437500 Penalty: 2905.534668
	Iteration 16Q: 3 clusters Score -36673.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36677.199219 Penalty: 2905.534668
	Iteration 17F: 3 clusters Score -36677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36695.246094 Penalty: 2905.534668
	Iteration 18Q: 3 clusters Score -36695.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36696.335938 Penalty: 2905.534668
	Iteration 19Q: 3 clusters Score -36696.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36696.335938 Penalty: 2905.534668
	Iteration 20F: 3 clusters Score -36696.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Entering Unmasked Estep 
Score: -1928341.250000 Penalty: 2380.686035
	Iteration 0F: 2 clusters Score -1928341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1917696.625000 Penalty: 4761.372070
	Iteration 0F: 3 clusters Score -1917697 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1921085.875000 Penalty: 4761.372070
	Iteration 1F: 3 clusters Score -1921086 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1921449.125000 Penalty: 4761.372070
	Iteration 2F: 3 clusters Score -1921449 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1921772.500000 Penalty: 4761.372070
	Iteration 3F: 3 clusters Score -1921772 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1922078.250000 Penalty: 4761.372070
	Iteration 4Q: 3 clusters Score -1922078 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1922364.000000 Penalty: 4761.372070
	Iteration 5Q: 3 clusters Score -1922364 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1922641.250000 Penalty: 4761.372070
	Iteration 6Q: 3 clusters Score -1922641 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1922929.875000 Penalty: 4761.372070
	Iteration 7Q: 3 clusters Score -1922930 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1923233.875000 Penalty: 4761.372070
	Iteration 8Q: 3 clusters Score -1923234 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1923503.125000 Penalty: 4761.372070
	Iteration 9Q: 3 clusters Score -1923503 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1923749.625000 Penalty: 4761.372070
	Iteration 10Q: 3 clusters Score -1923750 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1923947.500000 Penalty: 4761.372070
	Iteration 11Q: 3 clusters Score -1923948 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1924107.750000 Penalty: 4761.372070
	Iteration 12Q: 3 clusters Score -1924108 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1924273.875000 Penalty: 4761.372070
	Iteration 13Q: 3 clusters Score -1924274 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1924479.750000 Penalty: 4761.372070
	Iteration 14Q: 3 clusters Score -1924480 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1924686.750000 Penalty: 4761.372070
	Iteration 15Q: 3 clusters Score -1924687 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1924862.375000 Penalty: 4761.372070
	Iteration 16Q: 3 clusters Score -1924862 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1925009.750000 Penalty: 4761.372070
	Iteration 17Q: 3 clusters Score -1925010 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1925151.125000 Penalty: 4761.372070
	Iteration 18Q: 3 clusters Score -1925151 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1925274.375000 Penalty: 4761.372070
	Iteration 19Q: 3 clusters Score -1925274 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1925367.125000 Penalty: 4761.372070
	Iteration 20F: 3 clusters Score -1925367 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1925451.000000 Penalty: 4761.372070
	Iteration 21Q: 3 clusters Score -1925451 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1925513.750000 Penalty: 4761.372070
	Iteration 22Q: 3 clusters Score -1925514 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1925569.250000 Penalty: 4761.372070
	Iteration 23Q: 3 clusters Score -1925569 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1925621.875000 Penalty: 4761.372070
	Iteration 24Q: 3 clusters Score -1925622 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1925666.375000 Penalty: 4761.372070
	Iteration 25Q: 3 clusters Score -1925666 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1925699.375000 Penalty: 4761.372070
	Iteration 26Q: 3 clusters Score -1925699 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1925729.500000 Penalty: 4761.372070
	Iteration 27Q: 3 clusters Score -1925730 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1925762.250000 Penalty: 4761.372070
	Iteration 28Q: 3 clusters Score -1925762 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1925791.000000 Penalty: 4761.372070
	Iteration 29Q: 3 clusters Score -1925791 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1925811.250000 Penalty: 4761.372070
	Iteration 30Q: 3 clusters Score -1925811 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1925835.750000 Penalty: 4761.372070
	Iteration 31Q: 3 clusters Score -1925836 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1925851.750000 Penalty: 4761.372070
	Iteration 32Q: 3 clusters Score -1925852 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1925873.875000 Penalty: 4761.372070
	Iteration 33Q: 3 clusters Score -1925874 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1925888.000000 Penalty: 4761.372070
	Iteration 34Q: 3 clusters Score -1925888 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1925906.625000 Penalty: 4761.372070
	Iteration 35Q: 3 clusters Score -1925907 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1925930.750000 Penalty: 4761.372070
	Iteration 36Q: 3 clusters Score -1925931 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1925950.500000 Penalty: 4761.372070
	Iteration 37Q: 3 clusters Score -1925950 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1925973.750000 Penalty: 4761.372070
	Iteration 38Q: 3 clusters Score -1925974 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1925991.375000 Penalty: 4761.372070
	Iteration 39Q: 3 clusters Score -1925991 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1925996.000000 Penalty: 4761.372070
	Iteration 40F: 3 clusters Score -1925996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1926012.625000 Penalty: 4761.372070
	Iteration 41Q: 3 clusters Score -1926013 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1926025.500000 Penalty: 4761.372070
	Iteration 42Q: 3 clusters Score -1926026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1926040.625000 Penalty: 4761.372070
	Iteration 43Q: 3 clusters Score -1926041 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1926051.875000 Penalty: 4761.372070
	Iteration 44Q: 3 clusters Score -1926052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1926063.000000 Penalty: 4761.372070
	Iteration 45Q: 3 clusters Score -1926063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1926074.000000 Penalty: 4761.372070
	Iteration 46Q: 3 clusters Score -1926074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1926088.375000 Penalty: 4761.372070
	Iteration 47Q: 3 clusters Score -1926088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1926094.125000 Penalty: 4761.372070
	Iteration 48Q: 3 clusters Score -1926094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1926099.500000 Penalty: 4761.372070
	Iteration 49Q: 3 clusters Score -1926100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1926103.250000 Penalty: 4761.372070
	Iteration 50Q: 3 clusters Score -1926103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1926114.000000 Penalty: 4761.372070
	Iteration 51Q: 3 clusters Score -1926114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1926119.875000 Penalty: 4761.372070
	Iteration 52Q: 3 clusters Score -1926120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1926129.625000 Penalty: 4761.372070
	Iteration 53Q: 3 clusters Score -1926130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1926140.375000 Penalty: 4761.372070
	Iteration 54Q: 3 clusters Score -1926140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1926149.875000 Penalty: 4761.372070
	Iteration 55Q: 3 clusters Score -1926150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1926159.625000 Penalty: 4761.372070
	Iteration 56Q: 3 clusters Score -1926160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1926173.750000 Penalty: 4761.372070
	Iteration 57Q: 3 clusters Score -1926174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1926193.625000 Penalty: 4761.372070
	Iteration 58Q: 3 clusters Score -1926194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1926201.000000 Penalty: 4761.372070
	Iteration 59Q: 3 clusters Score -1926201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1926208.375000 Penalty: 4761.372070
	Iteration 60F: 3 clusters Score -1926208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1926214.625000 Penalty: 4761.372070
	Iteration 61Q: 3 clusters Score -1926215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1926225.125000 Penalty: 4761.372070
	Iteration 62Q: 3 clusters Score -1926225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1926229.750000 Penalty: 4761.372070
	Iteration 63Q: 3 clusters Score -1926230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1926238.625000 Penalty: 4761.372070
	Iteration 64Q: 3 clusters Score -1926239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1926239.500000 Penalty: 4761.372070
	Iteration 65Q: 3 clusters Score -1926240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1926246.125000 Penalty: 4761.372070
	Iteration 66Q: 3 clusters Score -1926246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1926251.500000 Penalty: 4761.372070
	Iteration 67Q: 3 clusters Score -1926252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1926253.625000 Penalty: 4761.372070
	Iteration 68Q: 3 clusters Score -1926254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1926248.875000 Penalty: 4761.372070
	Iteration 69Q: 3 clusters Score -1926249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1926250.375000 Penalty: 4761.372070
	Iteration 70Q: 3 clusters Score -1926250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1926250.375000 Penalty: 4761.372070
	Iteration 71F: 3 clusters Score -1926250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158450 members 
Entering Unmasked Estep 
Score: -20600572.000000 Penalty: 2969.352051
	Iteration 0F: 2 clusters Score -2.060057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79302 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -20496226.000000 Penalty: 5938.704102
	Iteration 0F: 3 clusters Score -2.049623e+07 nChanged 75749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79785 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -20541296.000000 Penalty: 5938.704102
	Iteration 1F: 3 clusters Score -2.05413e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80012 members 
Mstep: Class 2 contains 78438 members 
Entering Unmasked Estep 
Score: -20542942.000000 Penalty: 5938.704102
	Iteration 2Q: 3 clusters Score -2.054294e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80277 members 
Mstep: Class 2 contains 78173 members 
Entering Unmasked Estep 
Score: -20545078.000000 Penalty: 5938.704102
	Iteration 3Q: 3 clusters Score -2.054508e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80594 members 
Mstep: Class 2 contains 77856 members 
Entering Unmasked Estep 
Score: -20547854.000000 Penalty: 5938.704102
	Iteration 4Q: 3 clusters Score -2.054785e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -20551406.000000 Penalty: 5938.704102
	Iteration 5Q: 3 clusters Score -2.055141e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81772 members 
Mstep: Class 2 contains 76678 members 
Entering Unmasked Estep 
Score: -20556026.000000 Penalty: 5938.704102
	Iteration 6F: 3 clusters Score -2.055603e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82308 members 
Mstep: Class 2 contains 76142 members 
Entering Unmasked Estep 
Score: -20562224.000000 Penalty: 5938.704102
	Iteration 7F: 3 clusters Score -2.056222e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82902 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -20569050.000000 Penalty: 5938.704102
	Iteration 8F: 3 clusters Score -2.056905e+07 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83552 members 
Mstep: Class 2 contains 74898 members 
Entering Unmasked Estep 
Score: -20574760.000000 Penalty: 5938.704102
	Iteration 9F: 3 clusters Score -2.057476e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84159 members 
Mstep: Class 2 contains 74291 members 
Entering Unmasked Estep 
Score: -20578484.000000 Penalty: 5938.704102
	Iteration 10Q: 3 clusters Score -2.057848e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84654 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -20579864.000000 Penalty: 5938.704102
	Iteration 11Q: 3 clusters Score -2.057986e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85124 members 
Mstep: Class 2 contains 73326 members 
Entering Unmasked Estep 
Score: -20580596.000000 Penalty: 5938.704102
	Iteration 12Q: 3 clusters Score -2.05806e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85654 members 
Mstep: Class 2 contains 72796 members 
Entering Unmasked Estep 
Score: -20581134.000000 Penalty: 5938.704102
	Iteration 13Q: 3 clusters Score -2.058113e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 72210 members 
Entering Unmasked Estep 
Score: -20581582.000000 Penalty: 5938.704102
	Iteration 14Q: 3 clusters Score -2.058158e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 71670 members 
Entering Unmasked Estep 
Score: -20581980.000000 Penalty: 5938.704102
	Iteration 15Q: 3 clusters Score -2.058198e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87409 members 
Mstep: Class 2 contains 71041 members 
Entering Unmasked Estep 
Score: -20582482.000000 Penalty: 5938.704102
	Iteration 16Q: 3 clusters Score -2.058248e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88171 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -20582830.000000 Penalty: 5938.704102
	Iteration 17Q: 3 clusters Score -2.058283e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 69429 members 
Entering Unmasked Estep 
Score: -20583210.000000 Penalty: 5938.704102
	Iteration 18Q: 3 clusters Score -2.058321e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89975 members 
Mstep: Class 2 contains 68475 members 
Entering Unmasked Estep 
Score: -20583560.000000 Penalty: 5938.704102
	Iteration 19Q: 3 clusters Score -2.058356e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90917 members 
Mstep: Class 2 contains 67533 members 
Entering Unmasked Estep 
Score: -20584012.000000 Penalty: 5938.704102
	Iteration 20F: 3 clusters Score -2.058401e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91943 members 
Mstep: Class 2 contains 66507 members 
Entering Unmasked Estep 
Score: -20584314.000000 Penalty: 5938.704102
	Iteration 21Q: 3 clusters Score -2.058431e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 65435 members 
Entering Unmasked Estep 
Score: -20584658.000000 Penalty: 5938.704102
	Iteration 22Q: 3 clusters Score -2.058466e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94132 members 
Mstep: Class 2 contains 64318 members 
Entering Unmasked Estep 
Score: -20584994.000000 Penalty: 5938.704102
	Iteration 23Q: 3 clusters Score -2.058499e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95278 members 
Mstep: Class 2 contains 63172 members 
Entering Unmasked Estep 
Score: -20585306.000000 Penalty: 5938.704102
	Iteration 24Q: 3 clusters Score -2.058531e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96451 members 
Mstep: Class 2 contains 61999 members 
Entering Unmasked Estep 
Score: -20585658.000000 Penalty: 5938.704102
	Iteration 25Q: 3 clusters Score -2.058566e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97678 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
Score: -20585904.000000 Penalty: 5938.704102
	Iteration 26Q: 3 clusters Score -2.05859e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98984 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -20586292.000000 Penalty: 5938.704102
	Iteration 27Q: 3 clusters Score -2.058629e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100322 members 
Mstep: Class 2 contains 58128 members 
Entering Unmasked Estep 
Score: -20586740.000000 Penalty: 5938.704102
	Iteration 28Q: 3 clusters Score -2.058674e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101666 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -20587186.000000 Penalty: 5938.704102
	Iteration 29Q: 3 clusters Score -2.058719e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103033 members 
Mstep: Class 2 contains 55417 members 
Entering Unmasked Estep 
Score: -20587488.000000 Penalty: 5938.704102
	Iteration 30Q: 3 clusters Score -2.058749e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104410 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -20587910.000000 Penalty: 5938.704102
	Iteration 31Q: 3 clusters Score -2.058791e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -20588338.000000 Penalty: 5938.704102
	Iteration 32Q: 3 clusters Score -2.058834e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107342 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -20588874.000000 Penalty: 5938.704102
	Iteration 33Q: 3 clusters Score -2.058887e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108872 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -20589304.000000 Penalty: 5938.704102
	Iteration 34Q: 3 clusters Score -2.05893e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110509 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -20589990.000000 Penalty: 5938.704102
	Iteration 35Q: 3 clusters Score -2.058999e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112178 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -20590516.000000 Penalty: 5938.704102
	Iteration 36Q: 3 clusters Score -2.059052e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113904 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -20591188.000000 Penalty: 5938.704102
	Iteration 37Q: 3 clusters Score -2.059119e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115590 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -20591586.000000 Penalty: 5938.704102
	Iteration 38Q: 3 clusters Score -2.059159e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117243 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -20592036.000000 Penalty: 5938.704102
	Iteration 39Q: 3 clusters Score -2.059204e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118783 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -20592454.000000 Penalty: 5938.704102
	Iteration 40F: 3 clusters Score -2.059245e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120300 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -20592834.000000 Penalty: 5938.704102
	Iteration 41Q: 3 clusters Score -2.059283e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121701 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -20593044.000000 Penalty: 5938.704102
	Iteration 42Q: 3 clusters Score -2.059304e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123109 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -20593316.000000 Penalty: 5938.704102
	Iteration 43Q: 3 clusters Score -2.059332e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124505 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -20593684.000000 Penalty: 5938.704102
	Iteration 44Q: 3 clusters Score -2.059368e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125821 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -20593828.000000 Penalty: 5938.704102
	Iteration 45Q: 3 clusters Score -2.059383e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127057 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -20594030.000000 Penalty: 5938.704102
	Iteration 46Q: 3 clusters Score -2.059403e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128276 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -20594294.000000 Penalty: 5938.704102
	Iteration 47Q: 3 clusters Score -2.059429e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129462 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -20594496.000000 Penalty: 5938.704102
	Iteration 48Q: 3 clusters Score -2.05945e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130623 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -20594790.000000 Penalty: 5938.704102
	Iteration 49Q: 3 clusters Score -2.059479e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131764 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -20595010.000000 Penalty: 5938.704102
	Iteration 50Q: 3 clusters Score -2.059501e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132867 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -20595210.000000 Penalty: 5938.704102
	Iteration 51Q: 3 clusters Score -2.059521e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133970 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -20595432.000000 Penalty: 5938.704102
	Iteration 52Q: 3 clusters Score -2.059543e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135048 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -20595680.000000 Penalty: 5938.704102
	Iteration 53Q: 3 clusters Score -2.059568e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136132 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -20595906.000000 Penalty: 5938.704102
	Iteration 54Q: 3 clusters Score -2.059591e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137263 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -20596246.000000 Penalty: 5938.704102
	Iteration 55Q: 3 clusters Score -2.059625e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138358 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -20596488.000000 Penalty: 5938.704102
	Iteration 56Q: 3 clusters Score -2.059649e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139466 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -20596678.000000 Penalty: 5938.704102
	Iteration 57Q: 3 clusters Score -2.059668e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140551 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -20596908.000000 Penalty: 5938.704102
	Iteration 58Q: 3 clusters Score -2.059691e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141654 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -20597222.000000 Penalty: 5938.704102
	Iteration 59Q: 3 clusters Score -2.059722e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142750 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -20597430.000000 Penalty: 5938.704102
	Iteration 60F: 3 clusters Score -2.059743e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143849 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -20597744.000000 Penalty: 5938.704102
	Iteration 61Q: 3 clusters Score -2.059774e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144955 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -20598048.000000 Penalty: 5938.704102
	Iteration 62Q: 3 clusters Score -2.059805e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146029 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -20598358.000000 Penalty: 5938.704102
	Iteration 63Q: 3 clusters Score -2.059836e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147012 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -20598738.000000 Penalty: 5938.704102
	Iteration 64Q: 3 clusters Score -2.059874e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147946 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -20598978.000000 Penalty: 5938.704102
	Iteration 65Q: 3 clusters Score -2.059898e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148768 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -20599122.000000 Penalty: 5938.704102
	Iteration 66Q: 3 clusters Score -2.059912e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149570 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -20599236.000000 Penalty: 5938.704102
	Iteration 67Q: 3 clusters Score -2.059924e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150302 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -20599370.000000 Penalty: 5938.704102
	Iteration 68Q: 3 clusters Score -2.059937e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150977 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -20599456.000000 Penalty: 5938.704102
	Iteration 69Q: 3 clusters Score -2.059946e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151551 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -20599632.000000 Penalty: 5938.704102
	Iteration 70Q: 3 clusters Score -2.059963e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152043 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -20599778.000000 Penalty: 5938.704102
	Iteration 71Q: 3 clusters Score -2.059978e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152502 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -20599950.000000 Penalty: 5938.704102
	Iteration 72Q: 3 clusters Score -2.059995e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152923 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -20600002.000000 Penalty: 5938.704102
	Iteration 73Q: 3 clusters Score -2.06e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153261 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -20600032.000000 Penalty: 5938.704102
	Iteration 74Q: 3 clusters Score -2.060003e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153554 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -20600130.000000 Penalty: 5938.704102
	Iteration 75Q: 3 clusters Score -2.060013e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153807 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -20600178.000000 Penalty: 5938.704102
	Iteration 76Q: 3 clusters Score -2.060018e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153988 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -20600164.000000 Penalty: 5938.704102
	Iteration 77Q: 3 clusters Score -2.060016e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154133 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -20600186.000000 Penalty: 5938.704102
	Iteration 78Q: 3 clusters Score -2.060019e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154244 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -20600204.000000 Penalty: 5938.704102
	Iteration 79Q: 3 clusters Score -2.06002e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154334 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -20600202.000000 Penalty: 5938.704102
	Iteration 80F: 3 clusters Score -2.06002e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154397 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -20600196.000000 Penalty: 5938.704102
	Iteration 81Q: 3 clusters Score -2.06002e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154468 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -20600226.000000 Penalty: 5938.704102
	Iteration 82Q: 3 clusters Score -2.060023e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154539 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -20600186.000000 Penalty: 5938.704102
	Iteration 83Q: 3 clusters Score -2.060019e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154594 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -20600202.000000 Penalty: 5938.704102
	Iteration 84Q: 3 clusters Score -2.06002e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154621 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -20600202.000000 Penalty: 5938.704102
	Iteration 85Q: 3 clusters Score -2.06002e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154657 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -20600206.000000 Penalty: 5938.704102
	Iteration 86Q: 3 clusters Score -2.060021e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154691 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -20600208.000000 Penalty: 5938.704102
	Iteration 87Q: 3 clusters Score -2.060021e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154716 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -20600162.000000 Penalty: 5938.704102
	Iteration 88Q: 3 clusters Score -2.060016e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154734 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -20600188.000000 Penalty: 5938.704102
	Iteration 89Q: 3 clusters Score -2.060019e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154749 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -20600200.000000 Penalty: 5938.704102
	Iteration 90Q: 3 clusters Score -2.06002e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154779 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -20600174.000000 Penalty: 5938.704102
	Iteration 91Q: 3 clusters Score -2.060017e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154812 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -20600168.000000 Penalty: 5938.704102
	Iteration 92Q: 3 clusters Score -2.060017e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154833 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -20600162.000000 Penalty: 5938.704102
	Iteration 93Q: 3 clusters Score -2.060016e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154853 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -20600168.000000 Penalty: 5938.704102
	Iteration 94Q: 3 clusters Score -2.060017e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154867 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -20600146.000000 Penalty: 5938.704102
	Iteration 95Q: 3 clusters Score -2.060015e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154888 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -20600154.000000 Penalty: 5938.704102
	Iteration 96Q: 3 clusters Score -2.060015e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154905 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -20600154.000000 Penalty: 5938.704102
	Iteration 97Q: 3 clusters Score -2.060015e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154919 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -20600156.000000 Penalty: 5938.704102
	Iteration 98Q: 3 clusters Score -2.060016e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154939 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -20600192.000000 Penalty: 5938.704102
	Iteration 99Q: 3 clusters Score -2.060019e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154963 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -20600178.000000 Penalty: 5938.704102
	Iteration 100F: 3 clusters Score -2.060018e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154991 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -20600180.000000 Penalty: 5938.704102
	Iteration 101Q: 3 clusters Score -2.060018e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155011 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -20600184.000000 Penalty: 5938.704102
	Iteration 102Q: 3 clusters Score -2.060018e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155025 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -20600194.000000 Penalty: 5938.704102
	Iteration 103Q: 3 clusters Score -2.060019e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155040 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -20600206.000000 Penalty: 5938.704102
	Iteration 104Q: 3 clusters Score -2.060021e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155056 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -20600192.000000 Penalty: 5938.704102
	Iteration 105Q: 3 clusters Score -2.060019e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155072 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -20600228.000000 Penalty: 5938.704102
	Iteration 106Q: 3 clusters Score -2.060023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155081 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -20600230.000000 Penalty: 5938.704102
	Iteration 107Q: 3 clusters Score -2.060023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155089 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -20600224.000000 Penalty: 5938.704102
	Iteration 108Q: 3 clusters Score -2.060022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155095 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -20600234.000000 Penalty: 5938.704102
	Iteration 109Q: 3 clusters Score -2.060023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155099 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -20600226.000000 Penalty: 5938.704102
	Iteration 110Q: 3 clusters Score -2.060023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155105 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -20600230.000000 Penalty: 5938.704102
	Iteration 111Q: 3 clusters Score -2.060023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155111 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -20600228.000000 Penalty: 5938.704102
	Iteration 112Q: 3 clusters Score -2.060023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155114 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -20600232.000000 Penalty: 5938.704102
	Iteration 113Q: 3 clusters Score -2.060023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -20600230.000000 Penalty: 5938.704102
	Iteration 114Q: 3 clusters Score -2.060023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155119 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -20600222.000000 Penalty: 5938.704102
	Iteration 115Q: 3 clusters Score -2.060022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155115 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -20600226.000000 Penalty: 5938.704102
	Iteration 116Q: 3 clusters Score -2.060023e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155116 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -20600224.000000 Penalty: 5938.704102
	Iteration 117Q: 3 clusters Score -2.060022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155115 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -20600224.000000 Penalty: 5938.704102
	Iteration 118Q: 3 clusters Score -2.060022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155118 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -20600230.000000 Penalty: 5938.704102
	Iteration 119Q: 3 clusters Score -2.060023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155119 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -20600234.000000 Penalty: 5938.704102
	Iteration 120F: 3 clusters Score -2.060023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155116 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -20600242.000000 Penalty: 5938.704102
	Iteration 121Q: 3 clusters Score -2.060024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -20600242.000000 Penalty: 5938.704102
	Iteration 122Q: 3 clusters Score -2.060024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155117 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -20600244.000000 Penalty: 5938.704102
	Iteration 123Q: 3 clusters Score -2.060024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155122 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -20600246.000000 Penalty: 5938.704102
	Iteration 124Q: 3 clusters Score -2.060025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155130 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -20600256.000000 Penalty: 5938.704102
	Iteration 125Q: 3 clusters Score -2.060026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155130 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -20600250.000000 Penalty: 5938.704102
	Iteration 126Q: 3 clusters Score -2.060025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155129 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -20600232.000000 Penalty: 5938.704102
	Iteration 127Q: 3 clusters Score -2.060023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155131 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -20600254.000000 Penalty: 5938.704102
	Iteration 128Q: 3 clusters Score -2.060025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155134 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -20600254.000000 Penalty: 5938.704102
	Iteration 129Q: 3 clusters Score -2.060025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155133 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -20600254.000000 Penalty: 5938.704102
	Iteration 130Q: 3 clusters Score -2.060025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155133 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -20600260.000000 Penalty: 5938.704102
	Iteration 131Q: 3 clusters Score -2.060026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155135 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -20600278.000000 Penalty: 5938.704102
	Iteration 132Q: 3 clusters Score -2.060028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155137 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -20600284.000000 Penalty: 5938.704102
	Iteration 133Q: 3 clusters Score -2.060028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155137 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -20600280.000000 Penalty: 5938.704102
	Iteration 134Q: 3 clusters Score -2.060028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155136 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -20600274.000000 Penalty: 5938.704102
	Iteration 135Q: 3 clusters Score -2.060027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155136 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -20600274.000000 Penalty: 5938.704102
	Iteration 136F: 3 clusters Score -2.060027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -76066.257812 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -76066.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74443.187500 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -74443.19 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74806.039062 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -74806.04 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -75087.367188 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -75087.37 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -75800.843750 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -75800.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -76513.437500 Penalty: 3238.591797
	Iteration 4F: 3 clusters Score -76513.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -77000.765625 Penalty: 3238.591797
	Iteration 5F: 3 clusters Score -77000.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -77045.835938 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -77045.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -77074.882812 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -77074.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -77101.296875 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -77101.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -77119.750000 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -77119.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -77144.156250 Penalty: 3238.591797
	Iteration 10Q: 3 clusters Score -77144.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -77159.125000 Penalty: 3238.591797
	Iteration 11Q: 3 clusters Score -77159.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -77175.867188 Penalty: 3238.591797
	Iteration 12Q: 3 clusters Score -77175.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -77192.585938 Penalty: 3238.591797
	Iteration 13F: 3 clusters Score -77192.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -77252.835938 Penalty: 3238.591797
	Iteration 14Q: 3 clusters Score -77252.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -77252.835938 Penalty: 3238.591797
	Iteration 15F: 3 clusters Score -77252.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40931 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 275383 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6512 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5437 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58159 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 158450 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 118 members 
Entering Unmasked Estep 
Score: -90837728.000000 Penalty: 76903.515625
Splitting cluster 21 changes total score from -90838232.000000 to -90837728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -84570.812500 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -84570.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83157.695312 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -83157.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -83577.515625 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -83577.52 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -83774.695312 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -83774.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -83903.453125 Penalty: 3290.778320
	Iteration 3F: 3 clusters Score -83903.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -83985.195312 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -83985.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -84034.343750 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -84034.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -84052.281250 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -84052.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -84074.804688 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -84074.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -84077.531250 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -84077.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -84079.476562 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -84079.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -84082.953125 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -84082.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -84082.953125 Penalty: 3290.778320
	Iteration 11F: 3 clusters Score -84082.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40931 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 275383 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6512 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5437 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58159 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 158450 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838272.000000 Penalty: 73559.882812
Iteration 239Q: 23 clusters Score -9.083827e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40930 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 275384 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6513 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 17 contains 58158 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14756 members 
Mstep: Class 20 contains 158450 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838240.000000 Penalty: 73559.882812
Iteration 240F: 23 clusters Score -9.083824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40929 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 275385 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6513 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 58156 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 158449 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838248.000000 Penalty: 73559.882812
Iteration 241Q: 23 clusters Score -9.083825e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40930 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 275380 members 
Mstep: Class 8 contains 40238 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6513 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5291 members 
Mstep: Class 17 contains 58156 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 158452 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838240.000000 Penalty: 73559.882812
Iteration 242Q: 23 clusters Score -9.083824e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40931 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 275375 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6513 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 5293 members 
Mstep: Class 17 contains 58155 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 158454 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838224.000000 Penalty: 73559.882812
Iteration 243Q: 23 clusters Score -9.083822e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40931 members 
Mstep: Class 5 contains 26448 members 
Mstep: Class 6 contains 20288 members 
Mstep: Class 7 contains 275373 members 
Mstep: Class 8 contains 40240 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6513 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13239 members 
Mstep: Class 16 contains 5295 members 
Mstep: Class 17 contains 58155 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 158455 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838208.000000 Penalty: 73559.882812
Iteration 244Q: 23 clusters Score -9.083821e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40931 members 
Mstep: Class 5 contains 26448 members 
Mstep: Class 6 contains 20288 members 
Mstep: Class 7 contains 275377 members 
Mstep: Class 8 contains 40240 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6513 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58155 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 158449 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838224.000000 Penalty: 73559.882812
Iteration 245Q: 23 clusters Score -9.083822e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40931 members 
Mstep: Class 5 contains 26446 members 
Mstep: Class 6 contains 20288 members 
Mstep: Class 7 contains 275393 members 
Mstep: Class 8 contains 40238 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6513 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 58153 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 158434 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838256.000000 Penalty: 73559.882812
Iteration 246Q: 23 clusters Score -9.083826e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40933 members 
Mstep: Class 5 contains 26444 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 275397 members 
Mstep: Class 8 contains 40236 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6514 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5298 members 
Mstep: Class 17 contains 58153 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 158429 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838248.000000 Penalty: 73559.882812
Iteration 247Q: 23 clusters Score -9.083825e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40934 members 
Mstep: Class 5 contains 26442 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 275397 members 
Mstep: Class 8 contains 40237 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5298 members 
Mstep: Class 17 contains 58151 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 158430 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838168.000000 Penalty: 73559.882812
Iteration 248Q: 23 clusters Score -9.083817e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40935 members 
Mstep: Class 5 contains 26443 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 275396 members 
Mstep: Class 8 contains 40236 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5298 members 
Mstep: Class 17 contains 58149 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 158429 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838216.000000 Penalty: 73559.882812
Iteration 249Q: 23 clusters Score -9.083822e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40939 members 
Mstep: Class 5 contains 26443 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 275393 members 
Mstep: Class 8 contains 40236 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5298 members 
Mstep: Class 17 contains 58148 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 158428 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838240.000000 Penalty: 73559.882812
Iteration 250Q: 23 clusters Score -9.083824e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40940 members 
Mstep: Class 5 contains 26444 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 275395 members 
Mstep: Class 8 contains 40237 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 58147 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 158423 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838304.000000 Penalty: 73559.882812
Iteration 251Q: 23 clusters Score -9.08383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40940 members 
Mstep: Class 5 contains 26443 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 275399 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58147 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14755 members 
Mstep: Class 20 contains 158419 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838304.000000 Penalty: 73559.882812
Iteration 252Q: 23 clusters Score -9.08383e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40941 members 
Mstep: Class 5 contains 26444 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 275404 members 
Mstep: Class 8 contains 40238 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58146 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14755 members 
Mstep: Class 20 contains 158414 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838272.000000 Penalty: 73559.882812
Iteration 253Q: 23 clusters Score -9.083827e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40941 members 
Mstep: Class 5 contains 26444 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 275404 members 
Mstep: Class 8 contains 40238 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58145 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14754 members 
Mstep: Class 20 contains 158414 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838248.000000 Penalty: 73559.882812
Iteration 254Q: 23 clusters Score -9.083825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40941 members 
Mstep: Class 5 contains 26444 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 275398 members 
Mstep: Class 8 contains 40238 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58145 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14755 members 
Mstep: Class 20 contains 158419 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838248.000000 Penalty: 73559.882812
Iteration 255Q: 23 clusters Score -9.083825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40942 members 
Mstep: Class 5 contains 26445 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 275397 members 
Mstep: Class 8 contains 40238 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58145 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14755 members 
Mstep: Class 20 contains 158418 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838224.000000 Penalty: 73559.882812
Iteration 256Q: 23 clusters Score -9.083822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40941 members 
Mstep: Class 5 contains 26445 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 275396 members 
Mstep: Class 8 contains 40238 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5439 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58144 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14755 members 
Mstep: Class 20 contains 158420 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838192.000000 Penalty: 73559.882812
Iteration 257Q: 23 clusters Score -9.083819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40943 members 
Mstep: Class 5 contains 26445 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 275396 members 
Mstep: Class 8 contains 40238 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5439 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58144 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14754 members 
Mstep: Class 20 contains 158418 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838248.000000 Penalty: 73559.882812
Iteration 258Q: 23 clusters Score -9.083825e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40945 members 
Mstep: Class 5 contains 26445 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 275397 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5439 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58144 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14753 members 
Mstep: Class 20 contains 158414 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838344.000000 Penalty: 73559.882812
Iteration 259Q: 23 clusters Score -9.083834e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40946 members 
Mstep: Class 5 contains 26445 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 275404 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5439 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58143 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14753 members 
Mstep: Class 20 contains 158410 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838368.000000 Penalty: 73559.882812
Iteration 260F: 23 clusters Score -9.083837e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40946 members 
Mstep: Class 5 contains 26446 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 275404 members 
Mstep: Class 8 contains 40237 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5439 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58142 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14753 members 
Mstep: Class 20 contains 158411 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838392.000000 Penalty: 73559.882812
Iteration 261Q: 23 clusters Score -9.083839e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40948 members 
Mstep: Class 5 contains 26447 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 275402 members 
Mstep: Class 8 contains 40237 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5439 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58142 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14754 members 
Mstep: Class 20 contains 158409 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838376.000000 Penalty: 73559.882812
Iteration 262Q: 23 clusters Score -9.083838e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40951 members 
Mstep: Class 5 contains 26447 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 275402 members 
Mstep: Class 8 contains 40235 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5439 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58143 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14753 members 
Mstep: Class 20 contains 158409 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838272.000000 Penalty: 73559.882812
Iteration 263Q: 23 clusters Score -9.083827e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40954 members 
Mstep: Class 5 contains 26447 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 275385 members 
Mstep: Class 8 contains 40234 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5439 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58143 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14755 members 
Mstep: Class 20 contains 158422 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838280.000000 Penalty: 73559.882812
Iteration 264Q: 23 clusters Score -9.083828e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40954 members 
Mstep: Class 5 contains 26447 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 275378 members 
Mstep: Class 8 contains 40232 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5439 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58144 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14754 members 
Mstep: Class 20 contains 158431 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838240.000000 Penalty: 73559.882812
Iteration 265Q: 23 clusters Score -9.083824e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40954 members 
Mstep: Class 5 contains 26449 members 
Mstep: Class 6 contains 20284 members 
Mstep: Class 7 contains 275379 members 
Mstep: Class 8 contains 40229 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5440 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58141 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14754 members 
Mstep: Class 20 contains 158432 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838256.000000 Penalty: 73559.882812
Iteration 266Q: 23 clusters Score -9.083826e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40954 members 
Mstep: Class 5 contains 26449 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 275380 members 
Mstep: Class 8 contains 40230 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5441 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58137 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14754 members 
Mstep: Class 20 contains 158430 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838296.000000 Penalty: 73559.882812
Iteration 267Q: 23 clusters Score -9.08383e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40954 members 
Mstep: Class 5 contains 26450 members 
Mstep: Class 6 contains 20284 members 
Mstep: Class 7 contains 275376 members 
Mstep: Class 8 contains 40229 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5443 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58137 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14754 members 
Mstep: Class 20 contains 158433 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838328.000000 Penalty: 73559.882812
Iteration 268Q: 23 clusters Score -9.083833e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40954 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 20283 members 
Mstep: Class 7 contains 275371 members 
Mstep: Class 8 contains 40227 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5442 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58137 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14754 members 
Mstep: Class 20 contains 158440 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838328.000000 Penalty: 73559.882812
Iteration 269Q: 23 clusters Score -9.083833e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40955 members 
Mstep: Class 5 contains 26452 members 
Mstep: Class 6 contains 20282 members 
Mstep: Class 7 contains 275368 members 
Mstep: Class 8 contains 40224 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6516 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5443 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58137 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14754 members 
Mstep: Class 20 contains 158443 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838248.000000 Penalty: 73559.882812
Iteration 270Q: 23 clusters Score -9.083825e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 704 members 
Mstep: Class 4 contains 40956 members 
Mstep: Class 5 contains 26452 members 
Mstep: Class 6 contains 20280 members 
Mstep: Class 7 contains 275361 members 
Mstep: Class 8 contains 40223 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6517 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5443 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58137 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14754 members 
Mstep: Class 20 contains 158451 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838288.000000 Penalty: 73559.882812
Iteration 271Q: 23 clusters Score -9.083829e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 705 members 
Mstep: Class 4 contains 40955 members 
Mstep: Class 5 contains 26452 members 
Mstep: Class 6 contains 20277 members 
Mstep: Class 7 contains 275356 members 
Mstep: Class 8 contains 40221 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6516 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5443 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58137 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14755 members 
Mstep: Class 20 contains 158461 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838280.000000 Penalty: 73559.882812
Iteration 272Q: 23 clusters Score -9.083828e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40955 members 
Mstep: Class 5 contains 26453 members 
Mstep: Class 6 contains 20279 members 
Mstep: Class 7 contains 275344 members 
Mstep: Class 8 contains 40221 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6513 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5443 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5296 members 
Mstep: Class 17 contains 58138 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 158469 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838280.000000 Penalty: 73559.882812
Iteration 273Q: 23 clusters Score -9.083828e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40955 members 
Mstep: Class 5 contains 26454 members 
Mstep: Class 6 contains 20280 members 
Mstep: Class 7 contains 275329 members 
Mstep: Class 8 contains 40221 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6513 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5443 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 58139 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 158478 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838232.000000 Penalty: 73559.882812
Iteration 274Q: 23 clusters Score -9.083823e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40956 members 
Mstep: Class 5 contains 26453 members 
Mstep: Class 6 contains 20279 members 
Mstep: Class 7 contains 275322 members 
Mstep: Class 8 contains 40222 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5443 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5297 members 
Mstep: Class 17 contains 58139 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 158483 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838224.000000 Penalty: 73559.882812
Iteration 275Q: 23 clusters Score -9.083822e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40955 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 20280 members 
Mstep: Class 7 contains 275314 members 
Mstep: Class 8 contains 40222 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6516 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5443 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5299 members 
Mstep: Class 17 contains 58139 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 158489 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838240.000000 Penalty: 73559.882812
Iteration 276Q: 23 clusters Score -9.083824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40955 members 
Mstep: Class 5 contains 26451 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 275302 members 
Mstep: Class 8 contains 40222 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6516 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5443 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5300 members 
Mstep: Class 17 contains 58140 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14764 members 
Mstep: Class 20 contains 158497 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838240.000000 Penalty: 73559.882812
Iteration 277Q: 23 clusters Score -9.083824e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40954 members 
Mstep: Class 5 contains 26449 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 275286 members 
Mstep: Class 8 contains 40225 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6516 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5443 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5302 members 
Mstep: Class 17 contains 58141 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14764 members 
Mstep: Class 20 contains 158509 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838264.000000 Penalty: 73559.882812
Iteration 278Q: 23 clusters Score -9.083826e+07 nChanged 27
Entering ConstructFrom: 
Score: -90838264.000000 Penalty: 73559.882812
Entering ConstructFrom: 
Trying to split cluster 1 (35974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Entering Unmasked Estep 
Score: -4536693.000000 Penalty: 2601.656982
	Iteration 0F: 2 clusters Score -4536693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -4512342.500000 Penalty: 5203.313965
	Iteration 0F: 3 clusters Score -4512342 nChanged 16257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -4521424.500000 Penalty: 5203.313965
	Iteration 1F: 3 clusters Score -4521424 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -4522294.500000 Penalty: 5203.313965
	Iteration 2F: 3 clusters Score -4522294 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -4523526.500000 Penalty: 5203.313965
	Iteration 3F: 3 clusters Score -4523526 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -4525257.000000 Penalty: 5203.313965
	Iteration 4F: 3 clusters Score -4525257 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -4527252.500000 Penalty: 5203.313965
	Iteration 5F: 3 clusters Score -4527252 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -4529183.500000 Penalty: 5203.313965
	Iteration 6F: 3 clusters Score -4529184 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -4530847.500000 Penalty: 5203.313965
	Iteration 7F: 3 clusters Score -4530848 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -4532270.000000 Penalty: 5203.313965
	Iteration 8Q: 3 clusters Score -4532270 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -4533514.000000 Penalty: 5203.313965
	Iteration 9Q: 3 clusters Score -4533514 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -4534548.000000 Penalty: 5203.313965
	Iteration 10Q: 3 clusters Score -4534548 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -4535226.000000 Penalty: 5203.313965
	Iteration 11Q: 3 clusters Score -4535226 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -4535585.500000 Penalty: 5203.313965
	Iteration 12Q: 3 clusters Score -4535586 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -4535802.000000 Penalty: 5203.313965
	Iteration 13Q: 3 clusters Score -4535802 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -4535923.500000 Penalty: 5203.313965
	Iteration 14Q: 3 clusters Score -4535924 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4536056.000000 Penalty: 5203.313965
	Iteration 15Q: 3 clusters Score -4536056 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -4536156.000000 Penalty: 5203.313965
	Iteration 16Q: 3 clusters Score -4536156 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4536231.000000 Penalty: 5203.313965
	Iteration 17Q: 3 clusters Score -4536231 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -4536294.000000 Penalty: 5203.313965
	Iteration 18Q: 3 clusters Score -4536294 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -4536333.500000 Penalty: 5203.313965
	Iteration 19Q: 3 clusters Score -4536334 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -4536358.000000 Penalty: 5203.313965
	Iteration 20F: 3 clusters Score -4536358 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4536389.500000 Penalty: 5203.313965
	Iteration 21Q: 3 clusters Score -4536390 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -4536389.500000 Penalty: 5203.313965
	Iteration 22Q: 3 clusters Score -4536390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4536393.000000 Penalty: 5203.313965
	Iteration 23Q: 3 clusters Score -4536393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -4536393.000000 Penalty: 5203.313965
	Iteration 24Q: 3 clusters Score -4536393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4536394.000000 Penalty: 5203.313965
	Iteration 25Q: 3 clusters Score -4536394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4536396.500000 Penalty: 5203.313965
	Iteration 26Q: 3 clusters Score -4536396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4536401.000000 Penalty: 5203.313965
	Iteration 27Q: 3 clusters Score -4536401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4536403.500000 Penalty: 5203.313965
	Iteration 28Q: 3 clusters Score -4536404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4536403.500000 Penalty: 5203.313965
	Iteration 29F: 3 clusters Score -4536404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -328939.937500 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -328939.9 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 1287 members 
Entering Unmasked Estep 
Score: -325878.843750 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -325878.8 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -326577.156250 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -326577.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -327005.906250 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -327005.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -327933.343750 Penalty: 3908.503906
	Iteration 3F: 3 clusters Score -327933.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -328908.031250 Penalty: 3908.503906
	Iteration 4F: 3 clusters Score -328908 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -329260.031250 Penalty: 3908.503906
	Iteration 5F: 3 clusters Score -329260 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -329408.031250 Penalty: 3908.503906
	Iteration 6Q: 3 clusters Score -329408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -329468.968750 Penalty: 3908.503906
	Iteration 7Q: 3 clusters Score -329469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -329491.375000 Penalty: 3908.503906
	Iteration 8Q: 3 clusters Score -329491.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -329499.562500 Penalty: 3908.503906
	Iteration 9Q: 3 clusters Score -329499.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -329501.500000 Penalty: 3908.503906
	Iteration 10Q: 3 clusters Score -329501.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -329502.593750 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -329502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -329503.062500 Penalty: 3908.503906
	Iteration 12Q: 3 clusters Score -329503.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -329504.468750 Penalty: 3908.503906
	Iteration 13Q: 3 clusters Score -329504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -329505.500000 Penalty: 3908.503906
	Iteration 14Q: 3 clusters Score -329505.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -329505.500000 Penalty: 3908.503906
	Iteration 15F: 3 clusters Score -329505.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 2128 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40955 members 
Mstep: Class 5 contains 26444 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 275276 members 
Mstep: Class 8 contains 40227 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6516 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5444 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 58140 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158519 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 516 members 
Entering Unmasked Estep 
Score: -90837472.000000 Penalty: 76903.515625
Splitting cluster 2 changes total score from -90838264.000000 to -90837472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -70515.562500 Penalty: 1627.135620
	Iteration 0F: 2 clusters Score -70515.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68841.078125 Penalty: 3254.271240
	Iteration 0F: 3 clusters Score -68841.08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69072.664062 Penalty: 3254.271240
	Iteration 1F: 3 clusters Score -69072.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -69161.718750 Penalty: 3254.271240
	Iteration 2F: 3 clusters Score -69161.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -69249.234375 Penalty: 3254.271240
	Iteration 3Q: 3 clusters Score -69249.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -69380.234375 Penalty: 3254.271240
	Iteration 4Q: 3 clusters Score -69380.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69547.531250 Penalty: 3254.271240
	Iteration 5Q: 3 clusters Score -69547.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69647.195312 Penalty: 3254.271240
	Iteration 6Q: 3 clusters Score -69647.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -69703.039062 Penalty: 3254.271240
	Iteration 7Q: 3 clusters Score -69703.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -69732.242188 Penalty: 3254.271240
	Iteration 8Q: 3 clusters Score -69732.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69742.078125 Penalty: 3254.271240
	Iteration 9Q: 3 clusters Score -69742.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -69749.695312 Penalty: 3254.271240
	Iteration 10Q: 3 clusters Score -69749.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -69751.539062 Penalty: 3254.271240
	Iteration 11Q: 3 clusters Score -69751.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -69756.148438 Penalty: 3254.271240
	Iteration 12Q: 3 clusters Score -69756.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -69760.171875 Penalty: 3254.271240
	Iteration 13Q: 3 clusters Score -69760.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -69760.171875 Penalty: 3254.271240
	Iteration 14F: 3 clusters Score -69760.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Entering Unmasked Estep 
Score: -5340587.000000 Penalty: 2633.816650
	Iteration 0F: 2 clusters Score -5340587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -5312769.500000 Penalty: 5267.633301
	Iteration 0F: 3 clusters Score -5312770 nChanged 18751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -5323027.500000 Penalty: 5267.633301
	Iteration 1F: 3 clusters Score -5323028 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -5323526.500000 Penalty: 5267.633301
	Iteration 2Q: 3 clusters Score -5323526 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -5323987.000000 Penalty: 5267.633301
	Iteration 3Q: 3 clusters Score -5323987 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -5324441.500000 Penalty: 5267.633301
	Iteration 4Q: 3 clusters Score -5324442 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -5324958.500000 Penalty: 5267.633301
	Iteration 5Q: 3 clusters Score -5324958 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -5325610.500000 Penalty: 5267.633301
	Iteration 6Q: 3 clusters Score -5325610 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -5326462.000000 Penalty: 5267.633301
	Iteration 7Q: 3 clusters Score -5326462 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -5327625.500000 Penalty: 5267.633301
	Iteration 8F: 3 clusters Score -5327626 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -5329103.500000 Penalty: 5267.633301
	Iteration 9F: 3 clusters Score -5329104 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -5330871.000000 Penalty: 5267.633301
	Iteration 10F: 3 clusters Score -5330871 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -5332729.500000 Penalty: 5267.633301
	Iteration 11F: 3 clusters Score -5332730 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -5334449.000000 Penalty: 5267.633301
	Iteration 12Q: 3 clusters Score -5334449 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -5335873.500000 Penalty: 5267.633301
	Iteration 13Q: 3 clusters Score -5335874 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -5336726.000000 Penalty: 5267.633301
	Iteration 14Q: 3 clusters Score -5336726 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -5337182.500000 Penalty: 5267.633301
	Iteration 15Q: 3 clusters Score -5337182 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -5337484.000000 Penalty: 5267.633301
	Iteration 16Q: 3 clusters Score -5337484 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -5337657.500000 Penalty: 5267.633301
	Iteration 17Q: 3 clusters Score -5337658 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -5337769.500000 Penalty: 5267.633301
	Iteration 18Q: 3 clusters Score -5337770 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -5337870.000000 Penalty: 5267.633301
	Iteration 19Q: 3 clusters Score -5337870 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -5337924.500000 Penalty: 5267.633301
	Iteration 20F: 3 clusters Score -5337924 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5337986.500000 Penalty: 5267.633301
	Iteration 21Q: 3 clusters Score -5337986 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5338035.000000 Penalty: 5267.633301
	Iteration 22Q: 3 clusters Score -5338035 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5338095.500000 Penalty: 5267.633301
	Iteration 23Q: 3 clusters Score -5338096 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5338153.500000 Penalty: 5267.633301
	Iteration 24Q: 3 clusters Score -5338154 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5338180.500000 Penalty: 5267.633301
	Iteration 25Q: 3 clusters Score -5338180 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5338203.500000 Penalty: 5267.633301
	Iteration 26Q: 3 clusters Score -5338204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5338236.000000 Penalty: 5267.633301
	Iteration 27Q: 3 clusters Score -5338236 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5338256.500000 Penalty: 5267.633301
	Iteration 28Q: 3 clusters Score -5338256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5338260.000000 Penalty: 5267.633301
	Iteration 29Q: 3 clusters Score -5338260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5338262.000000 Penalty: 5267.633301
	Iteration 30Q: 3 clusters Score -5338262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5338290.000000 Penalty: 5267.633301
	Iteration 31Q: 3 clusters Score -5338290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5338326.500000 Penalty: 5267.633301
	Iteration 32Q: 3 clusters Score -5338326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5338335.000000 Penalty: 5267.633301
	Iteration 33Q: 3 clusters Score -5338335 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5338354.000000 Penalty: 5267.633301
	Iteration 34Q: 3 clusters Score -5338354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -5338388.000000 Penalty: 5267.633301
	Iteration 35Q: 3 clusters Score -5338388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5338417.500000 Penalty: 5267.633301
	Iteration 36Q: 3 clusters Score -5338418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5338437.500000 Penalty: 5267.633301
	Iteration 37Q: 3 clusters Score -5338438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5338447.000000 Penalty: 5267.633301
	Iteration 38Q: 3 clusters Score -5338447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5338467.500000 Penalty: 5267.633301
	Iteration 39Q: 3 clusters Score -5338468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5338487.500000 Penalty: 5267.633301
	Iteration 40F: 3 clusters Score -5338488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5338501.500000 Penalty: 5267.633301
	Iteration 41Q: 3 clusters Score -5338502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5338502.500000 Penalty: 5267.633301
	Iteration 42Q: 3 clusters Score -5338502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5338505.500000 Penalty: 5267.633301
	Iteration 43Q: 3 clusters Score -5338506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5338516.500000 Penalty: 5267.633301
	Iteration 44Q: 3 clusters Score -5338516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5338525.500000 Penalty: 5267.633301
	Iteration 45Q: 3 clusters Score -5338526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5338524.500000 Penalty: 5267.633301
	Iteration 46Q: 3 clusters Score -5338524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5338534.000000 Penalty: 5267.633301
	Iteration 47Q: 3 clusters Score -5338534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5338536.500000 Penalty: 5267.633301
	Iteration 48Q: 3 clusters Score -5338536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5338538.000000 Penalty: 5267.633301
	Iteration 49Q: 3 clusters Score -5338538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5338540.500000 Penalty: 5267.633301
	Iteration 50Q: 3 clusters Score -5338540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5338537.000000 Penalty: 5267.633301
	Iteration 51Q: 3 clusters Score -5338537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5338540.500000 Penalty: 5267.633301
	Iteration 52Q: 3 clusters Score -5338540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5338540.000000 Penalty: 5267.633301
	Iteration 53Q: 3 clusters Score -5338540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5338541.500000 Penalty: 5267.633301
	Iteration 54Q: 3 clusters Score -5338542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5338540.500000 Penalty: 5267.633301
	Iteration 55Q: 3 clusters Score -5338540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5338550.000000 Penalty: 5267.633301
	Iteration 56Q: 3 clusters Score -5338550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5338544.500000 Penalty: 5267.633301
	Iteration 57Q: 3 clusters Score -5338544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5338550.500000 Penalty: 5267.633301
	Iteration 58Q: 3 clusters Score -5338550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5338557.000000 Penalty: 5267.633301
	Iteration 59Q: 3 clusters Score -5338557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5338553.000000 Penalty: 5267.633301
	Iteration 60F: 3 clusters Score -5338553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5338549.500000 Penalty: 5267.633301
	Iteration 61Q: 3 clusters Score -5338550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5338554.500000 Penalty: 5267.633301
	Iteration 62Q: 3 clusters Score -5338554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5338553.500000 Penalty: 5267.633301
	Iteration 63Q: 3 clusters Score -5338554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5338559.500000 Penalty: 5267.633301
	Iteration 64Q: 3 clusters Score -5338560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5338560.500000 Penalty: 5267.633301
	Iteration 65Q: 3 clusters Score -5338560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5338560.500000 Penalty: 5267.633301
	Iteration 66F: 3 clusters Score -5338560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Entering Unmasked Estep 
Score: -3192455.000000 Penalty: 2525.330566
	Iteration 0F: 2 clusters Score -3192455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3174295.000000 Penalty: 5050.661133
	Iteration 0F: 3 clusters Score -3174295 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -3180683.750000 Penalty: 5050.661133
	Iteration 1F: 3 clusters Score -3180684 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -3181318.500000 Penalty: 5050.661133
	Iteration 2F: 3 clusters Score -3181318 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -3182048.000000 Penalty: 5050.661133
	Iteration 3F: 3 clusters Score -3182048 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3183147.500000 Penalty: 5050.661133
	Iteration 4F: 3 clusters Score -3183148 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3184554.250000 Penalty: 5050.661133
	Iteration 5F: 3 clusters Score -3184554 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3185986.000000 Penalty: 5050.661133
	Iteration 6F: 3 clusters Score -3185986 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -3187242.750000 Penalty: 5050.661133
	Iteration 7F: 3 clusters Score -3187243 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -3188231.000000 Penalty: 5050.661133
	Iteration 8F: 3 clusters Score -3188231 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -3188914.500000 Penalty: 5050.661133
	Iteration 9Q: 3 clusters Score -3188914 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -3189390.250000 Penalty: 5050.661133
	Iteration 10Q: 3 clusters Score -3189390 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3189809.750000 Penalty: 5050.661133
	Iteration 11Q: 3 clusters Score -3189810 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3190074.000000 Penalty: 5050.661133
	Iteration 12Q: 3 clusters Score -3190074 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3190277.000000 Penalty: 5050.661133
	Iteration 13Q: 3 clusters Score -3190277 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -3190456.000000 Penalty: 5050.661133
	Iteration 14Q: 3 clusters Score -3190456 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3190579.750000 Penalty: 5050.661133
	Iteration 15Q: 3 clusters Score -3190580 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3190662.750000 Penalty: 5050.661133
	Iteration 16Q: 3 clusters Score -3190663 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3190784.000000 Penalty: 5050.661133
	Iteration 17Q: 3 clusters Score -3190784 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3190904.000000 Penalty: 5050.661133
	Iteration 18Q: 3 clusters Score -3190904 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3191046.500000 Penalty: 5050.661133
	Iteration 19Q: 3 clusters Score -3191046 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3191159.000000 Penalty: 5050.661133
	Iteration 20F: 3 clusters Score -3191159 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3191216.500000 Penalty: 5050.661133
	Iteration 21Q: 3 clusters Score -3191216 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3191234.250000 Penalty: 5050.661133
	Iteration 22Q: 3 clusters Score -3191234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3191256.250000 Penalty: 5050.661133
	Iteration 23Q: 3 clusters Score -3191256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3191267.250000 Penalty: 5050.661133
	Iteration 24Q: 3 clusters Score -3191267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3191273.000000 Penalty: 5050.661133
	Iteration 25Q: 3 clusters Score -3191273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3191277.250000 Penalty: 5050.661133
	Iteration 26Q: 3 clusters Score -3191277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3191281.750000 Penalty: 5050.661133
	Iteration 27Q: 3 clusters Score -3191282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3191285.000000 Penalty: 5050.661133
	Iteration 28Q: 3 clusters Score -3191285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3191285.000000 Penalty: 5050.661133
	Iteration 29Q: 3 clusters Score -3191285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3191290.250000 Penalty: 5050.661133
	Iteration 30Q: 3 clusters Score -3191290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3191295.250000 Penalty: 5050.661133
	Iteration 31Q: 3 clusters Score -3191295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3191294.000000 Penalty: 5050.661133
	Iteration 32Q: 3 clusters Score -3191294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3191295.000000 Penalty: 5050.661133
	Iteration 33Q: 3 clusters Score -3191295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3191296.000000 Penalty: 5050.661133
	Iteration 34Q: 3 clusters Score -3191296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3191296.000000 Penalty: 5050.661133
	Iteration 35F: 3 clusters Score -3191296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Entering Unmasked Estep 
Score: -2684315.500000 Penalty: 2459.524902
	Iteration 0F: 2 clusters Score -2684316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2670077.250000 Penalty: 4919.049805
	Iteration 0F: 3 clusters Score -2670077 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2674785.500000 Penalty: 4919.049805
	Iteration 1F: 3 clusters Score -2674786 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2675134.500000 Penalty: 4919.049805
	Iteration 2F: 3 clusters Score -2675134 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2675420.000000 Penalty: 4919.049805
	Iteration 3Q: 3 clusters Score -2675420 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2675677.250000 Penalty: 4919.049805
	Iteration 4Q: 3 clusters Score -2675677 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2675924.000000 Penalty: 4919.049805
	Iteration 5Q: 3 clusters Score -2675924 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2676236.750000 Penalty: 4919.049805
	Iteration 6Q: 3 clusters Score -2676237 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2676685.500000 Penalty: 4919.049805
	Iteration 7Q: 3 clusters Score -2676686 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2677291.500000 Penalty: 4919.049805
	Iteration 8F: 3 clusters Score -2677292 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2678174.500000 Penalty: 4919.049805
	Iteration 9F: 3 clusters Score -2678174 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2679270.750000 Penalty: 4919.049805
	Iteration 10F: 3 clusters Score -2679271 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2680367.000000 Penalty: 4919.049805
	Iteration 11F: 3 clusters Score -2680367 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2681202.000000 Penalty: 4919.049805
	Iteration 12Q: 3 clusters Score -2681202 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2681668.500000 Penalty: 4919.049805
	Iteration 13Q: 3 clusters Score -2681668 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2681906.500000 Penalty: 4919.049805
	Iteration 14Q: 3 clusters Score -2681906 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2682035.250000 Penalty: 4919.049805
	Iteration 15Q: 3 clusters Score -2682035 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2682111.250000 Penalty: 4919.049805
	Iteration 16Q: 3 clusters Score -2682111 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2682157.500000 Penalty: 4919.049805
	Iteration 17Q: 3 clusters Score -2682158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2682191.500000 Penalty: 4919.049805
	Iteration 18Q: 3 clusters Score -2682192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2682214.750000 Penalty: 4919.049805
	Iteration 19Q: 3 clusters Score -2682215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2682234.000000 Penalty: 4919.049805
	Iteration 20F: 3 clusters Score -2682234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2682245.000000 Penalty: 4919.049805
	Iteration 21Q: 3 clusters Score -2682245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2682255.500000 Penalty: 4919.049805
	Iteration 22Q: 3 clusters Score -2682256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2682257.500000 Penalty: 4919.049805
	Iteration 23Q: 3 clusters Score -2682258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2682256.250000 Penalty: 4919.049805
	Iteration 24Q: 3 clusters Score -2682256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2682256.500000 Penalty: 4919.049805
	Iteration 25Q: 3 clusters Score -2682256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2682258.000000 Penalty: 4919.049805
	Iteration 26Q: 3 clusters Score -2682258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2682258.000000 Penalty: 4919.049805
	Iteration 27F: 3 clusters Score -2682258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (275276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275276 members 
Entering Unmasked Estep 
Score: -35803836.000000 Penalty: 3106.331299
	Iteration 0F: 2 clusters Score -3.580384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138285 members 
Mstep: Class 2 contains 136991 members 
Entering Unmasked Estep 
Score: -35632884.000000 Penalty: 6212.662598
	Iteration 0F: 3 clusters Score -3.563288e+07 nChanged 132949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150182 members 
Mstep: Class 2 contains 125094 members 
Entering Unmasked Estep 
Score: -35712216.000000 Penalty: 6212.662598
	Iteration 1F: 3 clusters Score -3.571222e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158020 members 
Mstep: Class 2 contains 117256 members 
Entering Unmasked Estep 
Score: -35715016.000000 Penalty: 6212.662598
	Iteration 2Q: 3 clusters Score -3.571502e+07 nChanged 12714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170138 members 
Mstep: Class 2 contains 105138 members 
Entering Unmasked Estep 
Score: -35720352.000000 Penalty: 6212.662598
	Iteration 3Q: 3 clusters Score -3.572035e+07 nChanged 17959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187847 members 
Mstep: Class 2 contains 87429 members 
Entering Unmasked Estep 
Score: -35730204.000000 Penalty: 6212.662598
	Iteration 4F: 3 clusters Score -3.57302e+07 nChanged 23209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210992 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -35745892.000000 Penalty: 6212.662598
	Iteration 5F: 3 clusters Score -3.574589e+07 nChanged 24832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235794 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -35765676.000000 Penalty: 6212.662598
	Iteration 6F: 3 clusters Score -3.576568e+07 nChanged 19683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255463 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -35782520.000000 Penalty: 6212.662598
	Iteration 7F: 3 clusters Score -3.578252e+07 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266847 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -35792620.000000 Penalty: 6212.662598
	Iteration 8Q: 3 clusters Score -3.579262e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271778 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -35797536.000000 Penalty: 6212.662598
	Iteration 9Q: 3 clusters Score -3.579754e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273666 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -35799428.000000 Penalty: 6212.662598
	Iteration 10Q: 3 clusters Score -3.579943e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274362 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -35800396.000000 Penalty: 6212.662598
	Iteration 11Q: 3 clusters Score -3.58004e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274580 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -35800792.000000 Penalty: 6212.662598
	Iteration 12Q: 3 clusters Score -3.580079e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274667 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -35800960.000000 Penalty: 6212.662598
	Iteration 13Q: 3 clusters Score -3.580096e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274705 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -35801084.000000 Penalty: 6212.662598
	Iteration 14Q: 3 clusters Score -3.580108e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274716 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -35801152.000000 Penalty: 6212.662598
	Iteration 15Q: 3 clusters Score -3.580115e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274732 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -35801212.000000 Penalty: 6212.662598
	Iteration 16Q: 3 clusters Score -3.580121e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274733 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -35801212.000000 Penalty: 6212.662598
	Iteration 17Q: 3 clusters Score -3.580121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274731 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -35801208.000000 Penalty: 6212.662598
	Iteration 18Q: 3 clusters Score -3.580121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274732 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -35801204.000000 Penalty: 6212.662598
	Iteration 19Q: 3 clusters Score -3.58012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274732 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -35801216.000000 Penalty: 6212.662598
	Iteration 20F: 3 clusters Score -3.580122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274733 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -35801220.000000 Penalty: 6212.662598
	Iteration 21Q: 3 clusters Score -3.580122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274734 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -35801208.000000 Penalty: 6212.662598
	Iteration 22Q: 3 clusters Score -3.580121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274736 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -35801216.000000 Penalty: 6212.662598
	Iteration 23Q: 3 clusters Score -3.580122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274737 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -35801212.000000 Penalty: 6212.662598
	Iteration 24Q: 3 clusters Score -3.580121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274736 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -35801224.000000 Penalty: 6212.662598
	Iteration 25Q: 3 clusters Score -3.580122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274735 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -35801208.000000 Penalty: 6212.662598
	Iteration 26Q: 3 clusters Score -3.580121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274736 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -35801220.000000 Penalty: 6212.662598
	Iteration 27Q: 3 clusters Score -3.580122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274736 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -35801220.000000 Penalty: 6212.662598
	Iteration 28F: 3 clusters Score -3.580122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Entering Unmasked Estep 
Score: -5145627.000000 Penalty: 2629.368896
	Iteration 0F: 2 clusters Score -5145627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -5118616.000000 Penalty: 5258.737793
	Iteration 0F: 3 clusters Score -5118616 nChanged 18292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -5128672.500000 Penalty: 5258.737793
	Iteration 1F: 3 clusters Score -5128672 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -5129228.000000 Penalty: 5258.737793
	Iteration 2Q: 3 clusters Score -5129228 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -5129785.500000 Penalty: 5258.737793
	Iteration 3Q: 3 clusters Score -5129786 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -5130343.500000 Penalty: 5258.737793
	Iteration 4Q: 3 clusters Score -5130344 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -5130912.500000 Penalty: 5258.737793
	Iteration 5Q: 3 clusters Score -5130912 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -5131489.000000 Penalty: 5258.737793
	Iteration 6Q: 3 clusters Score -5131489 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -5132142.500000 Penalty: 5258.737793
	Iteration 7Q: 3 clusters Score -5132142 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -5132905.000000 Penalty: 5258.737793
	Iteration 8Q: 3 clusters Score -5132905 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -5133690.000000 Penalty: 5258.737793
	Iteration 9Q: 3 clusters Score -5133690 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -5134389.000000 Penalty: 5258.737793
	Iteration 10Q: 3 clusters Score -5134389 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -5134993.000000 Penalty: 5258.737793
	Iteration 11Q: 3 clusters Score -5134993 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -5135490.000000 Penalty: 5258.737793
	Iteration 12Q: 3 clusters Score -5135490 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -5135972.500000 Penalty: 5258.737793
	Iteration 13Q: 3 clusters Score -5135972 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -5136468.500000 Penalty: 5258.737793
	Iteration 14Q: 3 clusters Score -5136468 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -5136938.000000 Penalty: 5258.737793
	Iteration 15Q: 3 clusters Score -5136938 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -5137608.000000 Penalty: 5258.737793
	Iteration 16Q: 3 clusters Score -5137608 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -5138375.500000 Penalty: 5258.737793
	Iteration 17Q: 3 clusters Score -5138376 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -5139210.000000 Penalty: 5258.737793
	Iteration 18Q: 3 clusters Score -5139210 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -5139999.000000 Penalty: 5258.737793
	Iteration 19Q: 3 clusters Score -5139999 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -5140476.500000 Penalty: 5258.737793
	Iteration 20F: 3 clusters Score -5140476 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -5140899.500000 Penalty: 5258.737793
	Iteration 21Q: 3 clusters Score -5140900 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -5141230.500000 Penalty: 5258.737793
	Iteration 22Q: 3 clusters Score -5141230 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -5141502.000000 Penalty: 5258.737793
	Iteration 23Q: 3 clusters Score -5141502 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -5141760.000000 Penalty: 5258.737793
	Iteration 24Q: 3 clusters Score -5141760 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -5142044.000000 Penalty: 5258.737793
	Iteration 25Q: 3 clusters Score -5142044 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -5142342.500000 Penalty: 5258.737793
	Iteration 26Q: 3 clusters Score -5142342 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -5142618.000000 Penalty: 5258.737793
	Iteration 27Q: 3 clusters Score -5142618 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -5142829.500000 Penalty: 5258.737793
	Iteration 28Q: 3 clusters Score -5142830 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -5143035.000000 Penalty: 5258.737793
	Iteration 29Q: 3 clusters Score -5143035 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -5143184.500000 Penalty: 5258.737793
	Iteration 30Q: 3 clusters Score -5143184 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -5143301.500000 Penalty: 5258.737793
	Iteration 31Q: 3 clusters Score -5143302 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -5143376.500000 Penalty: 5258.737793
	Iteration 32Q: 3 clusters Score -5143376 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -5143473.000000 Penalty: 5258.737793
	Iteration 33Q: 3 clusters Score -5143473 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -5143509.500000 Penalty: 5258.737793
	Iteration 34Q: 3 clusters Score -5143510 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -5143553.500000 Penalty: 5258.737793
	Iteration 35Q: 3 clusters Score -5143554 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -5143596.000000 Penalty: 5258.737793
	Iteration 36Q: 3 clusters Score -5143596 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -5143618.500000 Penalty: 5258.737793
	Iteration 37Q: 3 clusters Score -5143618 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -5143651.000000 Penalty: 5258.737793
	Iteration 38Q: 3 clusters Score -5143651 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -5143673.500000 Penalty: 5258.737793
	Iteration 39Q: 3 clusters Score -5143674 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -5143708.500000 Penalty: 5258.737793
	Iteration 40F: 3 clusters Score -5143708 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -5143726.000000 Penalty: 5258.737793
	Iteration 41Q: 3 clusters Score -5143726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -5143735.000000 Penalty: 5258.737793
	Iteration 42Q: 3 clusters Score -5143735 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -5143742.000000 Penalty: 5258.737793
	Iteration 43Q: 3 clusters Score -5143742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -5143753.000000 Penalty: 5258.737793
	Iteration 44Q: 3 clusters Score -5143753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -5143767.500000 Penalty: 5258.737793
	Iteration 45Q: 3 clusters Score -5143768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -5143778.500000 Penalty: 5258.737793
	Iteration 46Q: 3 clusters Score -5143778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -5143793.500000 Penalty: 5258.737793
	Iteration 47Q: 3 clusters Score -5143794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -5143795.500000 Penalty: 5258.737793
	Iteration 48Q: 3 clusters Score -5143796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -5143793.500000 Penalty: 5258.737793
	Iteration 49Q: 3 clusters Score -5143794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -5143789.500000 Penalty: 5258.737793
	Iteration 50Q: 3 clusters Score -5143790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -5143796.000000 Penalty: 5258.737793
	Iteration 51Q: 3 clusters Score -5143796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -5143790.500000 Penalty: 5258.737793
	Iteration 52Q: 3 clusters Score -5143790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -5143809.000000 Penalty: 5258.737793
	Iteration 53Q: 3 clusters Score -5143809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -5143811.000000 Penalty: 5258.737793
	Iteration 54Q: 3 clusters Score -5143811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -5143817.500000 Penalty: 5258.737793
	Iteration 55Q: 3 clusters Score -5143818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -5143815.500000 Penalty: 5258.737793
	Iteration 56Q: 3 clusters Score -5143816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -5143819.000000 Penalty: 5258.737793
	Iteration 57Q: 3 clusters Score -5143819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -5143813.500000 Penalty: 5258.737793
	Iteration 58Q: 3 clusters Score -5143814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -5143818.000000 Penalty: 5258.737793
	Iteration 59Q: 3 clusters Score -5143818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -5143822.000000 Penalty: 5258.737793
	Iteration 60F: 3 clusters Score -5143822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -5143824.500000 Penalty: 5258.737793
	Iteration 61Q: 3 clusters Score -5143824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -5143827.500000 Penalty: 5258.737793
	Iteration 62Q: 3 clusters Score -5143828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -5143836.000000 Penalty: 5258.737793
	Iteration 63Q: 3 clusters Score -5143836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -5143841.000000 Penalty: 5258.737793
	Iteration 64Q: 3 clusters Score -5143841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -5143844.500000 Penalty: 5258.737793
	Iteration 65Q: 3 clusters Score -5143844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -5143845.000000 Penalty: 5258.737793
	Iteration 66Q: 3 clusters Score -5143845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -5143845.000000 Penalty: 5258.737793
	Iteration 67Q: 3 clusters Score -5143845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -5143848.500000 Penalty: 5258.737793
	Iteration 68Q: 3 clusters Score -5143848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -5143848.500000 Penalty: 5258.737793
	Iteration 69F: 3 clusters Score -5143848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -156579.062500 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -156579.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -154472.593750 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -154472.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -155216.640625 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -155216.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -155601.500000 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -155601.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -155763.718750 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -155763.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -155879.000000 Penalty: 3576.565918
	Iteration 4Q: 3 clusters Score -155879 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -155972.390625 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -155972.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -156027.000000 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -156027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -156059.953125 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -156060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -156082.187500 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -156082.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -156099.031250 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -156099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -156118.828125 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -156118.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -156134.500000 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -156134.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -156143.875000 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -156143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -156151.265625 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -156151.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -156153.937500 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -156153.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -156155.500000 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -156155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -156157.484375 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -156157.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -156157.484375 Penalty: 3576.565918
	Iteration 17F: 3 clusters Score -156157.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Entering Unmasked Estep 
Score: -752000.625000 Penalty: 2177.939941
	Iteration 0F: 2 clusters Score -752000.6 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 3194 members 
Entering Unmasked Estep 
Score: -746459.500000 Penalty: 4355.879883
	Iteration 0F: 3 clusters Score -746459.5 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -747995.750000 Penalty: 4355.879883
	Iteration 1F: 3 clusters Score -747995.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -748270.500000 Penalty: 4355.879883
	Iteration 2F: 3 clusters Score -748270.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -748467.187500 Penalty: 4355.879883
	Iteration 3F: 3 clusters Score -748467.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -748656.250000 Penalty: 4355.879883
	Iteration 4Q: 3 clusters Score -748656.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -748835.812500 Penalty: 4355.879883
	Iteration 5Q: 3 clusters Score -748835.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -749034.875000 Penalty: 4355.879883
	Iteration 6Q: 3 clusters Score -749034.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -749221.250000 Penalty: 4355.879883
	Iteration 7Q: 3 clusters Score -749221.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -749406.812500 Penalty: 4355.879883
	Iteration 8Q: 3 clusters Score -749406.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -749564.687500 Penalty: 4355.879883
	Iteration 9Q: 3 clusters Score -749564.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -749706.125000 Penalty: 4355.879883
	Iteration 10Q: 3 clusters Score -749706.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -749851.250000 Penalty: 4355.879883
	Iteration 11Q: 3 clusters Score -749851.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -749973.125000 Penalty: 4355.879883
	Iteration 12Q: 3 clusters Score -749973.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -750089.000000 Penalty: 4355.879883
	Iteration 13Q: 3 clusters Score -750089 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -750185.500000 Penalty: 4355.879883
	Iteration 14Q: 3 clusters Score -750185.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -750262.687500 Penalty: 4355.879883
	Iteration 15Q: 3 clusters Score -750262.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -750324.187500 Penalty: 4355.879883
	Iteration 16Q: 3 clusters Score -750324.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -750383.062500 Penalty: 4355.879883
	Iteration 17Q: 3 clusters Score -750383.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -750422.500000 Penalty: 4355.879883
	Iteration 18Q: 3 clusters Score -750422.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -750436.375000 Penalty: 4355.879883
	Iteration 19Q: 3 clusters Score -750436.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -750448.125000 Penalty: 4355.879883
	Iteration 20F: 3 clusters Score -750448.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -750458.250000 Penalty: 4355.879883
	Iteration 21Q: 3 clusters Score -750458.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -750465.437500 Penalty: 4355.879883
	Iteration 22Q: 3 clusters Score -750465.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -750474.375000 Penalty: 4355.879883
	Iteration 23Q: 3 clusters Score -750474.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -750478.937500 Penalty: 4355.879883
	Iteration 24Q: 3 clusters Score -750478.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -750485.937500 Penalty: 4355.879883
	Iteration 25Q: 3 clusters Score -750485.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -750491.187500 Penalty: 4355.879883
	Iteration 26Q: 3 clusters Score -750491.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -750499.625000 Penalty: 4355.879883
	Iteration 27Q: 3 clusters Score -750499.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -750505.187500 Penalty: 4355.879883
	Iteration 28Q: 3 clusters Score -750505.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -750513.812500 Penalty: 4355.879883
	Iteration 29Q: 3 clusters Score -750513.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -750522.625000 Penalty: 4355.879883
	Iteration 30Q: 3 clusters Score -750522.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -750525.875000 Penalty: 4355.879883
	Iteration 31Q: 3 clusters Score -750525.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -750529.187500 Penalty: 4355.879883
	Iteration 32Q: 3 clusters Score -750529.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -750530.375000 Penalty: 4355.879883
	Iteration 33Q: 3 clusters Score -750530.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -750532.750000 Penalty: 4355.879883
	Iteration 34Q: 3 clusters Score -750532.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -750533.187500 Penalty: 4355.879883
	Iteration 35Q: 3 clusters Score -750533.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -750533.187500 Penalty: 4355.879883
	Iteration 36F: 3 clusters Score -750533.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Entering Unmasked Estep 
Score: -735597.312500 Penalty: 2151.751221
	Iteration 0F: 2 clusters Score -735597.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -730512.562500 Penalty: 4303.502441
	Iteration 0F: 3 clusters Score -730512.6 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -731787.437500 Penalty: 4303.502441
	Iteration 1F: 3 clusters Score -731787.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -732005.750000 Penalty: 4303.502441
	Iteration 2F: 3 clusters Score -732005.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -732152.750000 Penalty: 4303.502441
	Iteration 3Q: 3 clusters Score -732152.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -732254.125000 Penalty: 4303.502441
	Iteration 4Q: 3 clusters Score -732254.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -732349.500000 Penalty: 4303.502441
	Iteration 5Q: 3 clusters Score -732349.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -732471.625000 Penalty: 4303.502441
	Iteration 6Q: 3 clusters Score -732471.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -732644.187500 Penalty: 4303.502441
	Iteration 7Q: 3 clusters Score -732644.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -732823.750000 Penalty: 4303.502441
	Iteration 8Q: 3 clusters Score -732823.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -732990.625000 Penalty: 4303.502441
	Iteration 9Q: 3 clusters Score -732990.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -733157.187500 Penalty: 4303.502441
	Iteration 10Q: 3 clusters Score -733157.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -733301.500000 Penalty: 4303.502441
	Iteration 11Q: 3 clusters Score -733301.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -733435.062500 Penalty: 4303.502441
	Iteration 12Q: 3 clusters Score -733435.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -733571.500000 Penalty: 4303.502441
	Iteration 13Q: 3 clusters Score -733571.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -733714.812500 Penalty: 4303.502441
	Iteration 14Q: 3 clusters Score -733714.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -733844.187500 Penalty: 4303.502441
	Iteration 15Q: 3 clusters Score -733844.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -733963.312500 Penalty: 4303.502441
	Iteration 16Q: 3 clusters Score -733963.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -734061.187500 Penalty: 4303.502441
	Iteration 17Q: 3 clusters Score -734061.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -734140.687500 Penalty: 4303.502441
	Iteration 18Q: 3 clusters Score -734140.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -734196.625000 Penalty: 4303.502441
	Iteration 19Q: 3 clusters Score -734196.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -734229.125000 Penalty: 4303.502441
	Iteration 20F: 3 clusters Score -734229.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -734249.062500 Penalty: 4303.502441
	Iteration 21Q: 3 clusters Score -734249.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -734262.250000 Penalty: 4303.502441
	Iteration 22Q: 3 clusters Score -734262.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -734272.437500 Penalty: 4303.502441
	Iteration 23Q: 3 clusters Score -734272.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -734284.000000 Penalty: 4303.502441
	Iteration 24Q: 3 clusters Score -734284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -734293.750000 Penalty: 4303.502441
	Iteration 25Q: 3 clusters Score -734293.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -734302.500000 Penalty: 4303.502441
	Iteration 26Q: 3 clusters Score -734302.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -734307.750000 Penalty: 4303.502441
	Iteration 27Q: 3 clusters Score -734307.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -734313.875000 Penalty: 4303.502441
	Iteration 28Q: 3 clusters Score -734313.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -734321.375000 Penalty: 4303.502441
	Iteration 29Q: 3 clusters Score -734321.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -734330.375000 Penalty: 4303.502441
	Iteration 30Q: 3 clusters Score -734330.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -734345.437500 Penalty: 4303.502441
	Iteration 31Q: 3 clusters Score -734345.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -734356.437500 Penalty: 4303.502441
	Iteration 32Q: 3 clusters Score -734356.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -734361.187500 Penalty: 4303.502441
	Iteration 33Q: 3 clusters Score -734361.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -734369.750000 Penalty: 4303.502441
	Iteration 34Q: 3 clusters Score -734369.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -734371.375000 Penalty: 4303.502441
	Iteration 35Q: 3 clusters Score -734371.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -734373.937500 Penalty: 4303.502441
	Iteration 36Q: 3 clusters Score -734373.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -734379.062500 Penalty: 4303.502441
	Iteration 37Q: 3 clusters Score -734379.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -734382.875000 Penalty: 4303.502441
	Iteration 38Q: 3 clusters Score -734382.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -734384.000000 Penalty: 4303.502441
	Iteration 39Q: 3 clusters Score -734384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -734383.750000 Penalty: 4303.502441
	Iteration 40F: 3 clusters Score -734383.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -734384.250000 Penalty: 4303.502441
	Iteration 41Q: 3 clusters Score -734384.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -734384.687500 Penalty: 4303.502441
	Iteration 42Q: 3 clusters Score -734384.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -734386.250000 Penalty: 4303.502441
	Iteration 43Q: 3 clusters Score -734386.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -734386.625000 Penalty: 4303.502441
	Iteration 44Q: 3 clusters Score -734386.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -734387.375000 Penalty: 4303.502441
	Iteration 45Q: 3 clusters Score -734387.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -734387.375000 Penalty: 4303.502441
	Iteration 46F: 3 clusters Score -734387.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Entering Unmasked Estep 
Score: -714025.187500 Penalty: 2133.362793
	Iteration 0F: 2 clusters Score -714025.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -709237.625000 Penalty: 4266.725586
	Iteration 0F: 3 clusters Score -709237.6 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -710373.687500 Penalty: 4266.725586
	Iteration 1F: 3 clusters Score -710373.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -710570.437500 Penalty: 4266.725586
	Iteration 2F: 3 clusters Score -710570.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -710688.562500 Penalty: 4266.725586
	Iteration 3Q: 3 clusters Score -710688.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -710761.437500 Penalty: 4266.725586
	Iteration 4Q: 3 clusters Score -710761.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -710823.937500 Penalty: 4266.725586
	Iteration 5Q: 3 clusters Score -710823.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -710878.312500 Penalty: 4266.725586
	Iteration 6Q: 3 clusters Score -710878.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -710934.562500 Penalty: 4266.725586
	Iteration 7Q: 3 clusters Score -710934.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -710979.500000 Penalty: 4266.725586
	Iteration 8Q: 3 clusters Score -710979.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -711017.937500 Penalty: 4266.725586
	Iteration 9Q: 3 clusters Score -711017.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -711063.625000 Penalty: 4266.725586
	Iteration 10Q: 3 clusters Score -711063.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -711104.187500 Penalty: 4266.725586
	Iteration 11Q: 3 clusters Score -711104.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -711152.062500 Penalty: 4266.725586
	Iteration 12Q: 3 clusters Score -711152.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -711202.250000 Penalty: 4266.725586
	Iteration 13Q: 3 clusters Score -711202.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -711243.437500 Penalty: 4266.725586
	Iteration 14Q: 3 clusters Score -711243.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -711289.437500 Penalty: 4266.725586
	Iteration 15Q: 3 clusters Score -711289.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -711350.687500 Penalty: 4266.725586
	Iteration 16Q: 3 clusters Score -711350.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -711419.937500 Penalty: 4266.725586
	Iteration 17Q: 3 clusters Score -711419.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -711504.375000 Penalty: 4266.725586
	Iteration 18Q: 3 clusters Score -711504.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -711576.625000 Penalty: 4266.725586
	Iteration 19Q: 3 clusters Score -711576.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -711660.437500 Penalty: 4266.725586
	Iteration 20F: 3 clusters Score -711660.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -711739.250000 Penalty: 4266.725586
	Iteration 21Q: 3 clusters Score -711739.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -711798.312500 Penalty: 4266.725586
	Iteration 22Q: 3 clusters Score -711798.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -711835.812500 Penalty: 4266.725586
	Iteration 23Q: 3 clusters Score -711835.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -711870.187500 Penalty: 4266.725586
	Iteration 24Q: 3 clusters Score -711870.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -711891.750000 Penalty: 4266.725586
	Iteration 25Q: 3 clusters Score -711891.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -711914.000000 Penalty: 4266.725586
	Iteration 26Q: 3 clusters Score -711914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -711932.937500 Penalty: 4266.725586
	Iteration 27Q: 3 clusters Score -711932.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -711949.937500 Penalty: 4266.725586
	Iteration 28Q: 3 clusters Score -711949.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -711964.875000 Penalty: 4266.725586
	Iteration 29Q: 3 clusters Score -711964.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -711982.437500 Penalty: 4266.725586
	Iteration 30Q: 3 clusters Score -711982.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -712002.937500 Penalty: 4266.725586
	Iteration 31Q: 3 clusters Score -712002.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -712010.250000 Penalty: 4266.725586
	Iteration 32Q: 3 clusters Score -712010.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -712025.687500 Penalty: 4266.725586
	Iteration 33Q: 3 clusters Score -712025.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -712039.812500 Penalty: 4266.725586
	Iteration 34Q: 3 clusters Score -712039.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -712048.062500 Penalty: 4266.725586
	Iteration 35Q: 3 clusters Score -712048.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -712055.812500 Penalty: 4266.725586
	Iteration 36Q: 3 clusters Score -712055.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -712061.062500 Penalty: 4266.725586
	Iteration 37Q: 3 clusters Score -712061.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -712062.687500 Penalty: 4266.725586
	Iteration 38Q: 3 clusters Score -712062.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -712062.687500 Penalty: 4266.725586
	Iteration 39F: 3 clusters Score -712062.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -101028.789062 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -101028.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -99269.085938 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -99269.09 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -100079.773438 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -100079.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -100442.718750 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -100442.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -100659.578125 Penalty: 3390.784668
	Iteration 3F: 3 clusters Score -100659.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -100834.085938 Penalty: 3390.784668
	Iteration 4Q: 3 clusters Score -100834.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -100901.171875 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -100901.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -100951.203125 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -100951.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -100996.195312 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -100996.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -101011.632812 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -101011.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -101025.906250 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -101025.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -101036.640625 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -101036.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -101042.695312 Penalty: 3390.784668
	Iteration 11Q: 3 clusters Score -101042.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -101047.343750 Penalty: 3390.784668
	Iteration 12Q: 3 clusters Score -101047.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -101051.343750 Penalty: 3390.784668
	Iteration 13Q: 3 clusters Score -101051.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -101054.859375 Penalty: 3390.784668
	Iteration 14Q: 3 clusters Score -101054.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -101056.007812 Penalty: 3390.784668
	Iteration 15Q: 3 clusters Score -101056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -101056.007812 Penalty: 3390.784668
	Iteration 16F: 3 clusters Score -101056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40955 members 
Mstep: Class 5 contains 26444 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 275276 members 
Mstep: Class 8 contains 40227 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6516 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5444 members 
Mstep: Class 13 contains 336 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 58140 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158519 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 595 members 
Entering Unmasked Estep 
Score: -90836640.000000 Penalty: 76903.515625
Splitting cluster 13 changes total score from -90838264.000000 to -90836640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -290887.687500 Penalty: 1919.576904
	Iteration 0F: 2 clusters Score -290887.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -288103.031250 Penalty: 3839.153809
	Iteration 0F: 3 clusters Score -288103 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -288699.156250 Penalty: 3839.153809
	Iteration 1F: 3 clusters Score -288699.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -288849.781250 Penalty: 3839.153809
	Iteration 2F: 3 clusters Score -288849.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -288925.000000 Penalty: 3839.153809
	Iteration 3Q: 3 clusters Score -288925 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -288973.875000 Penalty: 3839.153809
	Iteration 4Q: 3 clusters Score -288973.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -289003.375000 Penalty: 3839.153809
	Iteration 5Q: 3 clusters Score -289003.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -289029.781250 Penalty: 3839.153809
	Iteration 6Q: 3 clusters Score -289029.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -289048.937500 Penalty: 3839.153809
	Iteration 7Q: 3 clusters Score -289048.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -289057.875000 Penalty: 3839.153809
	Iteration 8Q: 3 clusters Score -289057.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -289064.343750 Penalty: 3839.153809
	Iteration 9Q: 3 clusters Score -289064.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -289069.843750 Penalty: 3839.153809
	Iteration 10Q: 3 clusters Score -289069.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -289078.468750 Penalty: 3839.153809
	Iteration 11Q: 3 clusters Score -289078.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -289083.531250 Penalty: 3839.153809
	Iteration 12Q: 3 clusters Score -289083.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -289087.062500 Penalty: 3839.153809
	Iteration 13Q: 3 clusters Score -289087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -289088.750000 Penalty: 3839.153809
	Iteration 14Q: 3 clusters Score -289088.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -289089.875000 Penalty: 3839.153809
	Iteration 15Q: 3 clusters Score -289089.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -289089.875000 Penalty: 3839.153809
	Iteration 16F: 3 clusters Score -289089.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Entering Unmasked Estep 
Score: -1666029.875000 Penalty: 2353.655029
	Iteration 0F: 2 clusters Score -1666030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1656315.750000 Penalty: 4707.310059
	Iteration 0F: 3 clusters Score -1656316 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1659326.250000 Penalty: 4707.310059
	Iteration 1F: 3 clusters Score -1659326 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1659791.125000 Penalty: 4707.310059
	Iteration 2F: 3 clusters Score -1659791 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1660170.500000 Penalty: 4707.310059
	Iteration 3F: 3 clusters Score -1660170 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1660482.750000 Penalty: 4707.310059
	Iteration 4Q: 3 clusters Score -1660483 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1660749.500000 Penalty: 4707.310059
	Iteration 5Q: 3 clusters Score -1660750 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1660994.250000 Penalty: 4707.310059
	Iteration 6Q: 3 clusters Score -1660994 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1661244.125000 Penalty: 4707.310059
	Iteration 7Q: 3 clusters Score -1661244 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1661495.750000 Penalty: 4707.310059
	Iteration 8Q: 3 clusters Score -1661496 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1661721.125000 Penalty: 4707.310059
	Iteration 9Q: 3 clusters Score -1661721 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1661928.625000 Penalty: 4707.310059
	Iteration 10Q: 3 clusters Score -1661929 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1662113.125000 Penalty: 4707.310059
	Iteration 11Q: 3 clusters Score -1662113 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1662275.625000 Penalty: 4707.310059
	Iteration 12Q: 3 clusters Score -1662276 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1662414.625000 Penalty: 4707.310059
	Iteration 13Q: 3 clusters Score -1662415 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1662527.500000 Penalty: 4707.310059
	Iteration 14Q: 3 clusters Score -1662528 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1662629.000000 Penalty: 4707.310059
	Iteration 15Q: 3 clusters Score -1662629 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1662724.750000 Penalty: 4707.310059
	Iteration 16Q: 3 clusters Score -1662725 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1662798.375000 Penalty: 4707.310059
	Iteration 17Q: 3 clusters Score -1662798 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1662855.500000 Penalty: 4707.310059
	Iteration 18Q: 3 clusters Score -1662856 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1662917.250000 Penalty: 4707.310059
	Iteration 19Q: 3 clusters Score -1662917 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1662962.750000 Penalty: 4707.310059
	Iteration 20F: 3 clusters Score -1662963 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1663034.500000 Penalty: 4707.310059
	Iteration 21Q: 3 clusters Score -1663034 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1663108.750000 Penalty: 4707.310059
	Iteration 22Q: 3 clusters Score -1663109 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1663186.500000 Penalty: 4707.310059
	Iteration 23Q: 3 clusters Score -1663186 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1663259.125000 Penalty: 4707.310059
	Iteration 24Q: 3 clusters Score -1663259 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1663380.375000 Penalty: 4707.310059
	Iteration 25Q: 3 clusters Score -1663380 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1663518.500000 Penalty: 4707.310059
	Iteration 26Q: 3 clusters Score -1663518 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1663641.125000 Penalty: 4707.310059
	Iteration 27Q: 3 clusters Score -1663641 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1663721.875000 Penalty: 4707.310059
	Iteration 28Q: 3 clusters Score -1663722 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1663779.250000 Penalty: 4707.310059
	Iteration 29Q: 3 clusters Score -1663779 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1663831.500000 Penalty: 4707.310059
	Iteration 30Q: 3 clusters Score -1663832 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1663880.000000 Penalty: 4707.310059
	Iteration 31Q: 3 clusters Score -1663880 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1663923.875000 Penalty: 4707.310059
	Iteration 32Q: 3 clusters Score -1663924 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1663968.375000 Penalty: 4707.310059
	Iteration 33Q: 3 clusters Score -1663968 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1664004.000000 Penalty: 4707.310059
	Iteration 34Q: 3 clusters Score -1664004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1664033.250000 Penalty: 4707.310059
	Iteration 35Q: 3 clusters Score -1664033 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1664056.500000 Penalty: 4707.310059
	Iteration 36Q: 3 clusters Score -1664056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1664082.000000 Penalty: 4707.310059
	Iteration 37Q: 3 clusters Score -1664082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1664092.000000 Penalty: 4707.310059
	Iteration 38Q: 3 clusters Score -1664092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1664106.000000 Penalty: 4707.310059
	Iteration 39Q: 3 clusters Score -1664106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1664108.625000 Penalty: 4707.310059
	Iteration 40F: 3 clusters Score -1664109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1664117.375000 Penalty: 4707.310059
	Iteration 41Q: 3 clusters Score -1664117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1664124.000000 Penalty: 4707.310059
	Iteration 42Q: 3 clusters Score -1664124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1664127.875000 Penalty: 4707.310059
	Iteration 43Q: 3 clusters Score -1664128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1664133.250000 Penalty: 4707.310059
	Iteration 44Q: 3 clusters Score -1664133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1664137.750000 Penalty: 4707.310059
	Iteration 45Q: 3 clusters Score -1664138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1664140.250000 Penalty: 4707.310059
	Iteration 46Q: 3 clusters Score -1664140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1664146.000000 Penalty: 4707.310059
	Iteration 47Q: 3 clusters Score -1664146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1664149.375000 Penalty: 4707.310059
	Iteration 48Q: 3 clusters Score -1664149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1664159.750000 Penalty: 4707.310059
	Iteration 49Q: 3 clusters Score -1664160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1664162.625000 Penalty: 4707.310059
	Iteration 50Q: 3 clusters Score -1664163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1664172.000000 Penalty: 4707.310059
	Iteration 51Q: 3 clusters Score -1664172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1664180.000000 Penalty: 4707.310059
	Iteration 52Q: 3 clusters Score -1664180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1664186.875000 Penalty: 4707.310059
	Iteration 53Q: 3 clusters Score -1664187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1664187.750000 Penalty: 4707.310059
	Iteration 54Q: 3 clusters Score -1664188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1664191.875000 Penalty: 4707.310059
	Iteration 55Q: 3 clusters Score -1664192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1664198.125000 Penalty: 4707.310059
	Iteration 56Q: 3 clusters Score -1664198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1664204.750000 Penalty: 4707.310059
	Iteration 57Q: 3 clusters Score -1664205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1664209.375000 Penalty: 4707.310059
	Iteration 58Q: 3 clusters Score -1664209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1664211.000000 Penalty: 4707.310059
	Iteration 59Q: 3 clusters Score -1664211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1664216.000000 Penalty: 4707.310059
	Iteration 60F: 3 clusters Score -1664216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1664214.125000 Penalty: 4707.310059
	Iteration 61Q: 3 clusters Score -1664214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1664213.500000 Penalty: 4707.310059
	Iteration 62Q: 3 clusters Score -1664214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1664214.500000 Penalty: 4707.310059
	Iteration 63Q: 3 clusters Score -1664214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1664214.500000 Penalty: 4707.310059
	Iteration 64F: 3 clusters Score -1664214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Entering Unmasked Estep 
Score: -604701.812500 Penalty: 2126.901855
	Iteration 0F: 2 clusters Score -604701.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -600002.812500 Penalty: 4253.803711
	Iteration 0F: 3 clusters Score -600002.8 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -601175.125000 Penalty: 4253.803711
	Iteration 1F: 3 clusters Score -601175.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -601415.562500 Penalty: 4253.803711
	Iteration 2F: 3 clusters Score -601415.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -601612.750000 Penalty: 4253.803711
	Iteration 3F: 3 clusters Score -601612.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -601784.062500 Penalty: 4253.803711
	Iteration 4Q: 3 clusters Score -601784.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -601923.312500 Penalty: 4253.803711
	Iteration 5Q: 3 clusters Score -601923.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -602034.875000 Penalty: 4253.803711
	Iteration 6Q: 3 clusters Score -602034.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -602134.000000 Penalty: 4253.803711
	Iteration 7Q: 3 clusters Score -602134 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -602211.312500 Penalty: 4253.803711
	Iteration 8Q: 3 clusters Score -602211.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -602289.500000 Penalty: 4253.803711
	Iteration 9Q: 3 clusters Score -602289.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -602363.062500 Penalty: 4253.803711
	Iteration 10Q: 3 clusters Score -602363.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -602428.312500 Penalty: 4253.803711
	Iteration 11Q: 3 clusters Score -602428.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -602504.250000 Penalty: 4253.803711
	Iteration 12Q: 3 clusters Score -602504.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -602594.125000 Penalty: 4253.803711
	Iteration 13Q: 3 clusters Score -602594.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -602716.562500 Penalty: 4253.803711
	Iteration 14Q: 3 clusters Score -602716.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -602829.687500 Penalty: 4253.803711
	Iteration 15Q: 3 clusters Score -602829.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -602947.812500 Penalty: 4253.803711
	Iteration 16Q: 3 clusters Score -602947.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -603048.125000 Penalty: 4253.803711
	Iteration 17Q: 3 clusters Score -603048.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -603130.375000 Penalty: 4253.803711
	Iteration 18Q: 3 clusters Score -603130.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -603206.187500 Penalty: 4253.803711
	Iteration 19Q: 3 clusters Score -603206.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -603270.500000 Penalty: 4253.803711
	Iteration 20F: 3 clusters Score -603270.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -603321.875000 Penalty: 4253.803711
	Iteration 21Q: 3 clusters Score -603321.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -603364.937500 Penalty: 4253.803711
	Iteration 22Q: 3 clusters Score -603364.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -603417.187500 Penalty: 4253.803711
	Iteration 23Q: 3 clusters Score -603417.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -603466.625000 Penalty: 4253.803711
	Iteration 24Q: 3 clusters Score -603466.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -603513.750000 Penalty: 4253.803711
	Iteration 25Q: 3 clusters Score -603513.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -603553.875000 Penalty: 4253.803711
	Iteration 26Q: 3 clusters Score -603553.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -603591.062500 Penalty: 4253.803711
	Iteration 27Q: 3 clusters Score -603591.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -603621.687500 Penalty: 4253.803711
	Iteration 28Q: 3 clusters Score -603621.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -603643.062500 Penalty: 4253.803711
	Iteration 29Q: 3 clusters Score -603643.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -603667.937500 Penalty: 4253.803711
	Iteration 30Q: 3 clusters Score -603667.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -603692.625000 Penalty: 4253.803711
	Iteration 31Q: 3 clusters Score -603692.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -603711.187500 Penalty: 4253.803711
	Iteration 32Q: 3 clusters Score -603711.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -603734.875000 Penalty: 4253.803711
	Iteration 33Q: 3 clusters Score -603734.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -603752.937500 Penalty: 4253.803711
	Iteration 34Q: 3 clusters Score -603752.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -603777.812500 Penalty: 4253.803711
	Iteration 35Q: 3 clusters Score -603777.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -603790.562500 Penalty: 4253.803711
	Iteration 36Q: 3 clusters Score -603790.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -603802.375000 Penalty: 4253.803711
	Iteration 37Q: 3 clusters Score -603802.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -603816.000000 Penalty: 4253.803711
	Iteration 38Q: 3 clusters Score -603816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -603838.937500 Penalty: 4253.803711
	Iteration 39Q: 3 clusters Score -603838.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -603862.125000 Penalty: 4253.803711
	Iteration 40F: 3 clusters Score -603862.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -603882.625000 Penalty: 4253.803711
	Iteration 41Q: 3 clusters Score -603882.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -603888.000000 Penalty: 4253.803711
	Iteration 42Q: 3 clusters Score -603888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -603892.687500 Penalty: 4253.803711
	Iteration 43Q: 3 clusters Score -603892.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -603895.312500 Penalty: 4253.803711
	Iteration 44Q: 3 clusters Score -603895.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -603901.562500 Penalty: 4253.803711
	Iteration 45Q: 3 clusters Score -603901.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -603903.437500 Penalty: 4253.803711
	Iteration 46Q: 3 clusters Score -603903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -603905.687500 Penalty: 4253.803711
	Iteration 47Q: 3 clusters Score -603905.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -603905.875000 Penalty: 4253.803711
	Iteration 48Q: 3 clusters Score -603905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -603906.500000 Penalty: 4253.803711
	Iteration 49Q: 3 clusters Score -603906.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -603906.500000 Penalty: 4253.803711
	Iteration 50F: 3 clusters Score -603906.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Entering Unmasked Estep 
Score: -7437230.000000 Penalty: 2720.710938
	Iteration 0F: 2 clusters Score -7437230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -7398119.000000 Penalty: 5441.421875
	Iteration 0F: 3 clusters Score -7398119 nChanged 26981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -7413320.000000 Penalty: 5441.421875
	Iteration 1F: 3 clusters Score -7413320 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -7413907.500000 Penalty: 5441.421875
	Iteration 2Q: 3 clusters Score -7413908 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -7414611.000000 Penalty: 5441.421875
	Iteration 3Q: 3 clusters Score -7414611 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -7415414.500000 Penalty: 5441.421875
	Iteration 4Q: 3 clusters Score -7415414 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -7416505.000000 Penalty: 5441.421875
	Iteration 5Q: 3 clusters Score -7416505 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -7418227.500000 Penalty: 5441.421875
	Iteration 6F: 3 clusters Score -7418228 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -7420947.500000 Penalty: 5441.421875
	Iteration 7F: 3 clusters Score -7420948 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -7424393.000000 Penalty: 5441.421875
	Iteration 8F: 3 clusters Score -7424393 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -7428016.000000 Penalty: 5441.421875
	Iteration 9F: 3 clusters Score -7428016 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -7431022.000000 Penalty: 5441.421875
	Iteration 10F: 3 clusters Score -7431022 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -7433027.500000 Penalty: 5441.421875
	Iteration 11Q: 3 clusters Score -7433028 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7434069.000000 Penalty: 5441.421875
	Iteration 12Q: 3 clusters Score -7434069 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7434492.000000 Penalty: 5441.421875
	Iteration 13Q: 3 clusters Score -7434492 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7434651.000000 Penalty: 5441.421875
	Iteration 14Q: 3 clusters Score -7434651 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57863 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7434717.000000 Penalty: 5441.421875
	Iteration 15Q: 3 clusters Score -7434717 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57888 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7434765.500000 Penalty: 5441.421875
	Iteration 16Q: 3 clusters Score -7434766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7434812.500000 Penalty: 5441.421875
	Iteration 17Q: 3 clusters Score -7434812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7434836.000000 Penalty: 5441.421875
	Iteration 18Q: 3 clusters Score -7434836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7434851.500000 Penalty: 5441.421875
	Iteration 19Q: 3 clusters Score -7434852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7434858.000000 Penalty: 5441.421875
	Iteration 20F: 3 clusters Score -7434858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7434860.500000 Penalty: 5441.421875
	Iteration 21Q: 3 clusters Score -7434860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7434857.500000 Penalty: 5441.421875
	Iteration 22Q: 3 clusters Score -7434858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7434858.000000 Penalty: 5441.421875
	Iteration 23Q: 3 clusters Score -7434858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7434858.000000 Penalty: 5441.421875
	Iteration 24F: 3 clusters Score -7434858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -37404.773438 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -37404.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36102.242188 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -36102.24 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36296.105469 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -36296.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36386.648438 Penalty: 2905.534668
	Iteration 2Q: 3 clusters Score -36386.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36418.707031 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -36418.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36457.074219 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -36457.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36475.085938 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -36475.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36477.187500 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -36477.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36477.187500 Penalty: 2905.534668
	Iteration 7F: 3 clusters Score -36477.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Entering Unmasked Estep 
Score: -1929299.750000 Penalty: 2380.803711
	Iteration 0F: 2 clusters Score -1929300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1918557.875000 Penalty: 4761.607422
	Iteration 0F: 3 clusters Score -1918558 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1921919.750000 Penalty: 4761.607422
	Iteration 1F: 3 clusters Score -1921920 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1922273.125000 Penalty: 4761.607422
	Iteration 2F: 3 clusters Score -1922273 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1922564.125000 Penalty: 4761.607422
	Iteration 3Q: 3 clusters Score -1922564 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1922826.000000 Penalty: 4761.607422
	Iteration 4Q: 3 clusters Score -1922826 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1923101.625000 Penalty: 4761.607422
	Iteration 5Q: 3 clusters Score -1923102 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1923400.000000 Penalty: 4761.607422
	Iteration 6Q: 3 clusters Score -1923400 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1923751.750000 Penalty: 4761.607422
	Iteration 7Q: 3 clusters Score -1923752 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1924156.500000 Penalty: 4761.607422
	Iteration 8Q: 3 clusters Score -1924156 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1924607.000000 Penalty: 4761.607422
	Iteration 9Q: 3 clusters Score -1924607 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1925146.875000 Penalty: 4761.607422
	Iteration 10Q: 3 clusters Score -1925147 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1925678.000000 Penalty: 4761.607422
	Iteration 11Q: 3 clusters Score -1925678 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1926102.500000 Penalty: 4761.607422
	Iteration 12Q: 3 clusters Score -1926102 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1926400.750000 Penalty: 4761.607422
	Iteration 13Q: 3 clusters Score -1926401 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1926604.125000 Penalty: 4761.607422
	Iteration 14Q: 3 clusters Score -1926604 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1926732.625000 Penalty: 4761.607422
	Iteration 15Q: 3 clusters Score -1926733 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1926831.125000 Penalty: 4761.607422
	Iteration 16Q: 3 clusters Score -1926831 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1926902.125000 Penalty: 4761.607422
	Iteration 17Q: 3 clusters Score -1926902 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1926958.375000 Penalty: 4761.607422
	Iteration 18Q: 3 clusters Score -1926958 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1927005.750000 Penalty: 4761.607422
	Iteration 19Q: 3 clusters Score -1927006 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1927047.250000 Penalty: 4761.607422
	Iteration 20F: 3 clusters Score -1927047 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1927084.125000 Penalty: 4761.607422
	Iteration 21Q: 3 clusters Score -1927084 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1927117.750000 Penalty: 4761.607422
	Iteration 22Q: 3 clusters Score -1927118 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1927152.625000 Penalty: 4761.607422
	Iteration 23Q: 3 clusters Score -1927153 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1927175.375000 Penalty: 4761.607422
	Iteration 24Q: 3 clusters Score -1927175 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1927199.625000 Penalty: 4761.607422
	Iteration 25Q: 3 clusters Score -1927200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1927210.750000 Penalty: 4761.607422
	Iteration 26Q: 3 clusters Score -1927211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1927220.625000 Penalty: 4761.607422
	Iteration 27Q: 3 clusters Score -1927221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1927226.250000 Penalty: 4761.607422
	Iteration 28Q: 3 clusters Score -1927226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1927229.250000 Penalty: 4761.607422
	Iteration 29Q: 3 clusters Score -1927229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1927229.500000 Penalty: 4761.607422
	Iteration 30Q: 3 clusters Score -1927230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1927232.000000 Penalty: 4761.607422
	Iteration 31Q: 3 clusters Score -1927232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1927236.500000 Penalty: 4761.607422
	Iteration 32Q: 3 clusters Score -1927236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1927236.250000 Penalty: 4761.607422
	Iteration 33Q: 3 clusters Score -1927236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1927241.125000 Penalty: 4761.607422
	Iteration 34Q: 3 clusters Score -1927241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1927248.125000 Penalty: 4761.607422
	Iteration 35Q: 3 clusters Score -1927248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1927251.250000 Penalty: 4761.607422
	Iteration 36Q: 3 clusters Score -1927251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1927253.250000 Penalty: 4761.607422
	Iteration 37Q: 3 clusters Score -1927253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1927253.875000 Penalty: 4761.607422
	Iteration 38Q: 3 clusters Score -1927254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1927259.875000 Penalty: 4761.607422
	Iteration 39Q: 3 clusters Score -1927260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1927263.625000 Penalty: 4761.607422
	Iteration 40F: 3 clusters Score -1927264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1927267.625000 Penalty: 4761.607422
	Iteration 41Q: 3 clusters Score -1927268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1927264.625000 Penalty: 4761.607422
	Iteration 42Q: 3 clusters Score -1927265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1927267.125000 Penalty: 4761.607422
	Iteration 43Q: 3 clusters Score -1927267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1927272.000000 Penalty: 4761.607422
	Iteration 44Q: 3 clusters Score -1927272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1927272.625000 Penalty: 4761.607422
	Iteration 45Q: 3 clusters Score -1927273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1927270.375000 Penalty: 4761.607422
	Iteration 46Q: 3 clusters Score -1927270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1927275.125000 Penalty: 4761.607422
	Iteration 47Q: 3 clusters Score -1927275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1927271.250000 Penalty: 4761.607422
	Iteration 48Q: 3 clusters Score -1927271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1927278.500000 Penalty: 4761.607422
	Iteration 49Q: 3 clusters Score -1927278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1927278.125000 Penalty: 4761.607422
	Iteration 50Q: 3 clusters Score -1927278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1927278.125000 Penalty: 4761.607422
	Iteration 51F: 3 clusters Score -1927278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158519 members 
Entering Unmasked Estep 
Score: -20610024.000000 Penalty: 2969.460205
	Iteration 0F: 2 clusters Score -2.061002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79037 members 
Mstep: Class 2 contains 79482 members 
Entering Unmasked Estep 
Score: -20505328.000000 Penalty: 5938.920410
	Iteration 0F: 3 clusters Score -2.050533e+07 nChanged 75718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74549 members 
Mstep: Class 2 contains 83970 members 
Entering Unmasked Estep 
Score: -20550142.000000 Penalty: 5938.920410
	Iteration 1F: 3 clusters Score -2.055014e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71699 members 
Mstep: Class 2 contains 86820 members 
Entering Unmasked Estep 
Score: -20552008.000000 Penalty: 5938.920410
	Iteration 2Q: 3 clusters Score -2.055201e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 90961 members 
Entering Unmasked Estep 
Score: -20554816.000000 Penalty: 5938.920410
	Iteration 3Q: 3 clusters Score -2.055482e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 96859 members 
Entering Unmasked Estep 
Score: -20559066.000000 Penalty: 5938.920410
	Iteration 4F: 3 clusters Score -2.055907e+07 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 104824 members 
Entering Unmasked Estep 
Score: -20566174.000000 Penalty: 5938.920410
	Iteration 5F: 3 clusters Score -2.056617e+07 nChanged 11962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 114466 members 
Entering Unmasked Estep 
Score: -20575310.000000 Penalty: 5938.920410
	Iteration 6F: 3 clusters Score -2.057531e+07 nChanged 12075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 124679 members 
Entering Unmasked Estep 
Score: -20585316.000000 Penalty: 5938.920410
	Iteration 7F: 3 clusters Score -2.058532e+07 nChanged 10061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 133520 members 
Entering Unmasked Estep 
Score: -20594274.000000 Penalty: 5938.920410
	Iteration 8F: 3 clusters Score -2.059427e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 139521 members 
Entering Unmasked Estep 
Score: -20600660.000000 Penalty: 5938.920410
	Iteration 9Q: 3 clusters Score -2.060066e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 143076 members 
Entering Unmasked Estep 
Score: -20604102.000000 Penalty: 5938.920410
	Iteration 10Q: 3 clusters Score -2.06041e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 145430 members 
Entering Unmasked Estep 
Score: -20606212.000000 Penalty: 5938.920410
	Iteration 11Q: 3 clusters Score -2.060621e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 147100 members 
Entering Unmasked Estep 
Score: -20607290.000000 Penalty: 5938.920410
	Iteration 12Q: 3 clusters Score -2.060729e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 148336 members 
Entering Unmasked Estep 
Score: -20607872.000000 Penalty: 5938.920410
	Iteration 13Q: 3 clusters Score -2.060787e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 149298 members 
Entering Unmasked Estep 
Score: -20608212.000000 Penalty: 5938.920410
	Iteration 14Q: 3 clusters Score -2.060821e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 150090 members 
Entering Unmasked Estep 
Score: -20608610.000000 Penalty: 5938.920410
	Iteration 15Q: 3 clusters Score -2.060861e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 150756 members 
Entering Unmasked Estep 
Score: -20608886.000000 Penalty: 5938.920410
	Iteration 16Q: 3 clusters Score -2.060889e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 151303 members 
Entering Unmasked Estep 
Score: -20609086.000000 Penalty: 5938.920410
	Iteration 17Q: 3 clusters Score -2.060909e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 151753 members 
Entering Unmasked Estep 
Score: -20609256.000000 Penalty: 5938.920410
	Iteration 18Q: 3 clusters Score -2.060926e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 152118 members 
Entering Unmasked Estep 
Score: -20609292.000000 Penalty: 5938.920410
	Iteration 19Q: 3 clusters Score -2.060929e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 152442 members 
Entering Unmasked Estep 
Score: -20609420.000000 Penalty: 5938.920410
	Iteration 20F: 3 clusters Score -2.060942e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 152706 members 
Entering Unmasked Estep 
Score: -20609422.000000 Penalty: 5938.920410
	Iteration 21Q: 3 clusters Score -2.060942e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 152940 members 
Entering Unmasked Estep 
Score: -20609416.000000 Penalty: 5938.920410
	Iteration 22Q: 3 clusters Score -2.060942e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 153120 members 
Entering Unmasked Estep 
Score: -20609464.000000 Penalty: 5938.920410
	Iteration 23Q: 3 clusters Score -2.060946e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 153287 members 
Entering Unmasked Estep 
Score: -20609484.000000 Penalty: 5938.920410
	Iteration 24Q: 3 clusters Score -2.060948e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 153428 members 
Entering Unmasked Estep 
Score: -20609464.000000 Penalty: 5938.920410
	Iteration 25Q: 3 clusters Score -2.060946e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 153563 members 
Entering Unmasked Estep 
Score: -20609526.000000 Penalty: 5938.920410
	Iteration 26Q: 3 clusters Score -2.060953e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 153683 members 
Entering Unmasked Estep 
Score: -20609566.000000 Penalty: 5938.920410
	Iteration 27Q: 3 clusters Score -2.060957e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 153793 members 
Entering Unmasked Estep 
Score: -20609572.000000 Penalty: 5938.920410
	Iteration 28Q: 3 clusters Score -2.060957e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 153886 members 
Entering Unmasked Estep 
Score: -20609564.000000 Penalty: 5938.920410
	Iteration 29Q: 3 clusters Score -2.060956e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 153972 members 
Entering Unmasked Estep 
Score: -20609572.000000 Penalty: 5938.920410
	Iteration 30Q: 3 clusters Score -2.060957e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 154041 members 
Entering Unmasked Estep 
Score: -20609588.000000 Penalty: 5938.920410
	Iteration 31Q: 3 clusters Score -2.060959e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 154106 members 
Entering Unmasked Estep 
Score: -20609572.000000 Penalty: 5938.920410
	Iteration 32Q: 3 clusters Score -2.060957e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 154169 members 
Entering Unmasked Estep 
Score: -20609564.000000 Penalty: 5938.920410
	Iteration 33Q: 3 clusters Score -2.060956e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 154227 members 
Entering Unmasked Estep 
Score: -20609590.000000 Penalty: 5938.920410
	Iteration 34Q: 3 clusters Score -2.060959e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 154272 members 
Entering Unmasked Estep 
Score: -20609574.000000 Penalty: 5938.920410
	Iteration 35Q: 3 clusters Score -2.060957e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 154316 members 
Entering Unmasked Estep 
Score: -20609538.000000 Penalty: 5938.920410
	Iteration 36Q: 3 clusters Score -2.060954e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 154369 members 
Entering Unmasked Estep 
Score: -20609546.000000 Penalty: 5938.920410
	Iteration 37Q: 3 clusters Score -2.060955e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 154410 members 
Entering Unmasked Estep 
Score: -20609548.000000 Penalty: 5938.920410
	Iteration 38Q: 3 clusters Score -2.060955e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 154454 members 
Entering Unmasked Estep 
Score: -20609556.000000 Penalty: 5938.920410
	Iteration 39Q: 3 clusters Score -2.060956e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 154507 members 
Entering Unmasked Estep 
Score: -20609540.000000 Penalty: 5938.920410
	Iteration 40F: 3 clusters Score -2.060954e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 154560 members 
Entering Unmasked Estep 
Score: -20609578.000000 Penalty: 5938.920410
	Iteration 41Q: 3 clusters Score -2.060958e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 154607 members 
Entering Unmasked Estep 
Score: -20609566.000000 Penalty: 5938.920410
	Iteration 42Q: 3 clusters Score -2.060957e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 154654 members 
Entering Unmasked Estep 
Score: -20609556.000000 Penalty: 5938.920410
	Iteration 43Q: 3 clusters Score -2.060956e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 154691 members 
Entering Unmasked Estep 
Score: -20609550.000000 Penalty: 5938.920410
	Iteration 44Q: 3 clusters Score -2.060955e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 154719 members 
Entering Unmasked Estep 
Score: -20609550.000000 Penalty: 5938.920410
	Iteration 45Q: 3 clusters Score -2.060955e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 154749 members 
Entering Unmasked Estep 
Score: -20609558.000000 Penalty: 5938.920410
	Iteration 46Q: 3 clusters Score -2.060956e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 154772 members 
Entering Unmasked Estep 
Score: -20609548.000000 Penalty: 5938.920410
	Iteration 47Q: 3 clusters Score -2.060955e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 154797 members 
Entering Unmasked Estep 
Score: -20609536.000000 Penalty: 5938.920410
	Iteration 48Q: 3 clusters Score -2.060954e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 154814 members 
Entering Unmasked Estep 
Score: -20609578.000000 Penalty: 5938.920410
	Iteration 49Q: 3 clusters Score -2.060958e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 154837 members 
Entering Unmasked Estep 
Score: -20609604.000000 Penalty: 5938.920410
	Iteration 50Q: 3 clusters Score -2.06096e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 154852 members 
Entering Unmasked Estep 
Score: -20609596.000000 Penalty: 5938.920410
	Iteration 51Q: 3 clusters Score -2.06096e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 154861 members 
Entering Unmasked Estep 
Score: -20609598.000000 Penalty: 5938.920410
	Iteration 52Q: 3 clusters Score -2.06096e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 154877 members 
Entering Unmasked Estep 
Score: -20609622.000000 Penalty: 5938.920410
	Iteration 53Q: 3 clusters Score -2.060962e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 154898 members 
Entering Unmasked Estep 
Score: -20609606.000000 Penalty: 5938.920410
	Iteration 54Q: 3 clusters Score -2.060961e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 154927 members 
Entering Unmasked Estep 
Score: -20609624.000000 Penalty: 5938.920410
	Iteration 55Q: 3 clusters Score -2.060962e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 154955 members 
Entering Unmasked Estep 
Score: -20609630.000000 Penalty: 5938.920410
	Iteration 56Q: 3 clusters Score -2.060963e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 154975 members 
Entering Unmasked Estep 
Score: -20609608.000000 Penalty: 5938.920410
	Iteration 57Q: 3 clusters Score -2.060961e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 154993 members 
Entering Unmasked Estep 
Score: -20609608.000000 Penalty: 5938.920410
	Iteration 58Q: 3 clusters Score -2.060961e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 155009 members 
Entering Unmasked Estep 
Score: -20609666.000000 Penalty: 5938.920410
	Iteration 59Q: 3 clusters Score -2.060967e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 155019 members 
Entering Unmasked Estep 
Score: -20609654.000000 Penalty: 5938.920410
	Iteration 60F: 3 clusters Score -2.060965e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 155028 members 
Entering Unmasked Estep 
Score: -20609630.000000 Penalty: 5938.920410
	Iteration 61Q: 3 clusters Score -2.060963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 155039 members 
Entering Unmasked Estep 
Score: -20609626.000000 Penalty: 5938.920410
	Iteration 62Q: 3 clusters Score -2.060963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 155046 members 
Entering Unmasked Estep 
Score: -20609682.000000 Penalty: 5938.920410
	Iteration 63Q: 3 clusters Score -2.060968e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 155055 members 
Entering Unmasked Estep 
Score: -20609654.000000 Penalty: 5938.920410
	Iteration 64Q: 3 clusters Score -2.060965e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 155064 members 
Entering Unmasked Estep 
Score: -20609672.000000 Penalty: 5938.920410
	Iteration 65Q: 3 clusters Score -2.060967e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 155071 members 
Entering Unmasked Estep 
Score: -20609642.000000 Penalty: 5938.920410
	Iteration 66Q: 3 clusters Score -2.060964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 155076 members 
Entering Unmasked Estep 
Score: -20609644.000000 Penalty: 5938.920410
	Iteration 67Q: 3 clusters Score -2.060964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 155087 members 
Entering Unmasked Estep 
Score: -20609636.000000 Penalty: 5938.920410
	Iteration 68Q: 3 clusters Score -2.060964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 155094 members 
Entering Unmasked Estep 
Score: -20609648.000000 Penalty: 5938.920410
	Iteration 69Q: 3 clusters Score -2.060965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 155102 members 
Entering Unmasked Estep 
Score: -20609652.000000 Penalty: 5938.920410
	Iteration 70Q: 3 clusters Score -2.060965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 155107 members 
Entering Unmasked Estep 
Score: -20609666.000000 Penalty: 5938.920410
	Iteration 71Q: 3 clusters Score -2.060967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 155110 members 
Entering Unmasked Estep 
Score: -20609672.000000 Penalty: 5938.920410
	Iteration 72Q: 3 clusters Score -2.060967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 155115 members 
Entering Unmasked Estep 
Score: -20609650.000000 Penalty: 5938.920410
	Iteration 73Q: 3 clusters Score -2.060965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 155121 members 
Entering Unmasked Estep 
Score: -20609650.000000 Penalty: 5938.920410
	Iteration 74Q: 3 clusters Score -2.060965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 155125 members 
Entering Unmasked Estep 
Score: -20609652.000000 Penalty: 5938.920410
	Iteration 75Q: 3 clusters Score -2.060965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 155127 members 
Entering Unmasked Estep 
Score: -20609678.000000 Penalty: 5938.920410
	Iteration 76Q: 3 clusters Score -2.060968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 155133 members 
Entering Unmasked Estep 
Score: -20609678.000000 Penalty: 5938.920410
	Iteration 77Q: 3 clusters Score -2.060968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 155138 members 
Entering Unmasked Estep 
Score: -20609662.000000 Penalty: 5938.920410
	Iteration 78Q: 3 clusters Score -2.060966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 155142 members 
Entering Unmasked Estep 
Score: -20609674.000000 Penalty: 5938.920410
	Iteration 79Q: 3 clusters Score -2.060967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 155144 members 
Entering Unmasked Estep 
Score: -20609668.000000 Penalty: 5938.920410
	Iteration 80F: 3 clusters Score -2.060967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -76066.257812 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -76066.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -74418.078125 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -74418.08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -74942.726562 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -74942.73 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -75492.953125 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -75492.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76276.539062 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -76276.54 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -76977.304688 Penalty: 3238.591797
	Iteration 4F: 3 clusters Score -76977.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -77291.617188 Penalty: 3238.591797
	Iteration 5F: 3 clusters Score -77291.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -77296.726562 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -77296.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -77296.726562 Penalty: 3238.591797
	Iteration 7F: 3 clusters Score -77296.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40955 members 
Mstep: Class 5 contains 26444 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 275276 members 
Mstep: Class 8 contains 40227 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6516 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5444 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 58140 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158519 members 
Mstep: Class 21 contains 109 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 576 members 
Entering Unmasked Estep 
Score: -90837720.000000 Penalty: 76903.515625
Splitting cluster 21 changes total score from -90838264.000000 to -90837720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -84570.812500 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -84570.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82957.398438 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -82957.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -83419.882812 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -83419.88 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -83607.242188 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -83607.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -83785.359375 Penalty: 3290.778320
	Iteration 3F: 3 clusters Score -83785.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -84025.109375 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -84025.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -84122.234375 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -84122.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -84255.312500 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -84255.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -84390.625000 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -84390.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -84468.000000 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -84468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -84524.085938 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -84524.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -84555.445312 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -84555.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -84598.390625 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -84598.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -84610.687500 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -84610.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -84620.101562 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -84620.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -84648.007812 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -84648.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -84667.843750 Penalty: 3290.778320
	Iteration 15Q: 3 clusters Score -84667.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -84670.468750 Penalty: 3290.778320
	Iteration 16Q: 3 clusters Score -84670.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -84670.468750 Penalty: 3290.778320
	Iteration 17F: 3 clusters Score -84670.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40955 members 
Mstep: Class 5 contains 26444 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 275276 members 
Mstep: Class 8 contains 40227 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6516 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5444 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 58140 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158519 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 158 members 
Mstep: Class 23 contains 603 members 
Entering Unmasked Estep 
Score: -90836688.000000 Penalty: 76903.515625
Splitting cluster 22 changes total score from -90838264.000000 to -90836688.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40955 members 
Mstep: Class 5 contains 26444 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 275276 members 
Mstep: Class 8 contains 40227 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6516 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5444 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 58140 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158519 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838240.000000 Penalty: 73559.882812
Iteration 279Q: 23 clusters Score -9.083824e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40953 members 
Mstep: Class 5 contains 26440 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 275266 members 
Mstep: Class 8 contains 40233 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6516 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 58141 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158526 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838296.000000 Penalty: 73559.882812
Iteration 280F: 23 clusters Score -9.08383e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40952 members 
Mstep: Class 5 contains 26440 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 275253 members 
Mstep: Class 8 contains 40233 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 6516 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 58141 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158539 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838256.000000 Penalty: 73559.882812
Iteration 281Q: 23 clusters Score -9.083826e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40953 members 
Mstep: Class 5 contains 26437 members 
Mstep: Class 6 contains 20280 members 
Mstep: Class 7 contains 275241 members 
Mstep: Class 8 contains 40236 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 6516 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 58142 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158551 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838256.000000 Penalty: 73559.882812
Iteration 282Q: 23 clusters Score -9.083826e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40953 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 20280 members 
Mstep: Class 7 contains 275231 members 
Mstep: Class 8 contains 40236 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 6516 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 58141 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158563 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838272.000000 Penalty: 73559.882812
Iteration 283Q: 23 clusters Score -9.083827e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40953 members 
Mstep: Class 5 contains 26432 members 
Mstep: Class 6 contains 20279 members 
Mstep: Class 7 contains 275221 members 
Mstep: Class 8 contains 40237 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 6516 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 58142 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158576 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838312.000000 Penalty: 73559.882812
Iteration 284Q: 23 clusters Score -9.083831e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40954 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 20277 members 
Mstep: Class 7 contains 275215 members 
Mstep: Class 8 contains 40237 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 6517 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58143 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 158579 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838256.000000 Penalty: 73559.882812
Iteration 285Q: 23 clusters Score -9.083826e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40954 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 20275 members 
Mstep: Class 7 contains 275206 members 
Mstep: Class 8 contains 40237 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 6518 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58143 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158589 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838256.000000 Penalty: 73559.882812
Iteration 286Q: 23 clusters Score -9.083826e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40954 members 
Mstep: Class 5 contains 26432 members 
Mstep: Class 6 contains 20276 members 
Mstep: Class 7 contains 275191 members 
Mstep: Class 8 contains 40237 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58144 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158600 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838240.000000 Penalty: 73559.882812
Iteration 287Q: 23 clusters Score -9.083824e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40954 members 
Mstep: Class 5 contains 26433 members 
Mstep: Class 6 contains 20274 members 
Mstep: Class 7 contains 275168 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58144 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 158622 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838208.000000 Penalty: 73559.882812
Iteration 288Q: 23 clusters Score -9.083821e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40954 members 
Mstep: Class 5 contains 26433 members 
Mstep: Class 6 contains 20270 members 
Mstep: Class 7 contains 275151 members 
Mstep: Class 8 contains 40238 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58144 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158647 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838200.000000 Penalty: 73559.882812
Iteration 289Q: 23 clusters Score -9.08382e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40956 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 20268 members 
Mstep: Class 7 contains 275124 members 
Mstep: Class 8 contains 40238 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58144 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158673 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838192.000000 Penalty: 73559.882812
Iteration 290Q: 23 clusters Score -9.083819e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40957 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 20266 members 
Mstep: Class 7 contains 275104 members 
Mstep: Class 8 contains 40240 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58144 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158690 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838192.000000 Penalty: 73559.882812
Iteration 291Q: 23 clusters Score -9.083819e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40958 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 20262 members 
Mstep: Class 7 contains 275089 members 
Mstep: Class 8 contains 40241 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58144 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158708 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838152.000000 Penalty: 73559.882812
Iteration 292Q: 23 clusters Score -9.083815e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40959 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 20260 members 
Mstep: Class 7 contains 275072 members 
Mstep: Class 8 contains 40239 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58143 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158729 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838128.000000 Penalty: 73559.882812
Iteration 293Q: 23 clusters Score -9.083813e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40960 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 20259 members 
Mstep: Class 7 contains 275052 members 
Mstep: Class 8 contains 40237 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58145 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158748 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838112.000000 Penalty: 73559.882812
Iteration 294Q: 23 clusters Score -9.083811e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40961 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 20262 members 
Mstep: Class 7 contains 275029 members 
Mstep: Class 8 contains 40237 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58144 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158768 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838056.000000 Penalty: 73559.882812
Iteration 295Q: 23 clusters Score -9.083806e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40963 members 
Mstep: Class 5 contains 26433 members 
Mstep: Class 6 contains 20261 members 
Mstep: Class 7 contains 275004 members 
Mstep: Class 8 contains 40234 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58145 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158792 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838112.000000 Penalty: 73559.882812
Iteration 296Q: 23 clusters Score -9.083811e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40964 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 20258 members 
Mstep: Class 7 contains 274988 members 
Mstep: Class 8 contains 40234 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13236 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58144 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 158807 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838080.000000 Penalty: 73559.882812
Iteration 297Q: 23 clusters Score -9.083808e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40966 members 
Mstep: Class 5 contains 26436 members 
Mstep: Class 6 contains 20259 members 
Mstep: Class 7 contains 274975 members 
Mstep: Class 8 contains 40231 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58145 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 158819 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838104.000000 Penalty: 73559.882812
Iteration 298Q: 23 clusters Score -9.08381e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40968 members 
Mstep: Class 5 contains 26437 members 
Mstep: Class 6 contains 20259 members 
Mstep: Class 7 contains 274951 members 
Mstep: Class 8 contains 40231 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58145 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 158837 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838096.000000 Penalty: 73559.882812
Iteration 299Q: 23 clusters Score -9.08381e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40968 members 
Mstep: Class 5 contains 26439 members 
Mstep: Class 6 contains 20259 members 
Mstep: Class 7 contains 274940 members 
Mstep: Class 8 contains 40229 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58148 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 158844 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838080.000000 Penalty: 73559.882812
Iteration 300F: 23 clusters Score -9.083808e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40968 members 
Mstep: Class 5 contains 26439 members 
Mstep: Class 6 contains 20258 members 
Mstep: Class 7 contains 274932 members 
Mstep: Class 8 contains 40227 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58146 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 158855 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838064.000000 Penalty: 73559.882812
Iteration 301Q: 23 clusters Score -9.083806e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40968 members 
Mstep: Class 5 contains 26439 members 
Mstep: Class 6 contains 20258 members 
Mstep: Class 7 contains 274927 members 
Mstep: Class 8 contains 40228 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58147 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 158859 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838088.000000 Penalty: 73559.882812
Iteration 302Q: 23 clusters Score -9.083809e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40968 members 
Mstep: Class 5 contains 26439 members 
Mstep: Class 6 contains 20258 members 
Mstep: Class 7 contains 274922 members 
Mstep: Class 8 contains 40226 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13235 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58148 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 158864 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838080.000000 Penalty: 73559.882812
Iteration 303Q: 23 clusters Score -9.083808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40968 members 
Mstep: Class 5 contains 26438 members 
Mstep: Class 6 contains 20258 members 
Mstep: Class 7 contains 274920 members 
Mstep: Class 8 contains 40227 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13234 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58147 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 158865 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838064.000000 Penalty: 73559.882812
Iteration 304Q: 23 clusters Score -9.083806e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40968 members 
Mstep: Class 5 contains 26436 members 
Mstep: Class 6 contains 20259 members 
Mstep: Class 7 contains 274916 members 
Mstep: Class 8 contains 40230 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13233 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58147 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 158867 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838080.000000 Penalty: 73559.882812
Iteration 305Q: 23 clusters Score -9.083808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40969 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 20260 members 
Mstep: Class 7 contains 274917 members 
Mstep: Class 8 contains 40232 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13233 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58145 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 158862 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838040.000000 Penalty: 73559.882812
Iteration 306Q: 23 clusters Score -9.083804e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40972 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 20262 members 
Mstep: Class 7 contains 274914 members 
Mstep: Class 8 contains 40232 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13233 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58145 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 158860 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838128.000000 Penalty: 73559.882812
Iteration 307Q: 23 clusters Score -9.083813e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40972 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 20264 members 
Mstep: Class 7 contains 274922 members 
Mstep: Class 8 contains 40232 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 58145 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14764 members 
Mstep: Class 20 contains 158851 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838112.000000 Penalty: 73559.882812
Iteration 308Q: 23 clusters Score -9.083811e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40973 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 20267 members 
Mstep: Class 7 contains 274916 members 
Mstep: Class 8 contains 40232 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 58145 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 158853 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838136.000000 Penalty: 73559.882812
Iteration 309Q: 23 clusters Score -9.083814e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40973 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 20270 members 
Mstep: Class 7 contains 274914 members 
Mstep: Class 8 contains 40232 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 6519 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 58145 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 158848 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838104.000000 Penalty: 73559.882812
Iteration 310Q: 23 clusters Score -9.08381e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40973 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 20270 members 
Mstep: Class 7 contains 274911 members 
Mstep: Class 8 contains 40231 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13233 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 58146 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 158851 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838104.000000 Penalty: 73559.882812
Iteration 311Q: 23 clusters Score -9.08381e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40974 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 20270 members 
Mstep: Class 7 contains 274900 members 
Mstep: Class 8 contains 40231 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 6522 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13233 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 58146 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 158861 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838104.000000 Penalty: 73559.882812
Iteration 312Q: 23 clusters Score -9.08381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40974 members 
Mstep: Class 5 contains 26436 members 
Mstep: Class 6 contains 20271 members 
Mstep: Class 7 contains 274888 members 
Mstep: Class 8 contains 40230 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 6524 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13233 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 58147 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 158872 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838120.000000 Penalty: 73559.882812
Iteration 313Q: 23 clusters Score -9.083812e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40974 members 
Mstep: Class 5 contains 26439 members 
Mstep: Class 6 contains 20274 members 
Mstep: Class 7 contains 274876 members 
Mstep: Class 8 contains 40228 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6525 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13233 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 58146 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 158883 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838048.000000 Penalty: 73559.882812
Iteration 314Q: 23 clusters Score -9.083805e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 707 members 
Mstep: Class 4 contains 40974 members 
Mstep: Class 5 contains 26440 members 
Mstep: Class 6 contains 20276 members 
Mstep: Class 7 contains 274867 members 
Mstep: Class 8 contains 40228 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6527 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 58147 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 158893 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838024.000000 Penalty: 73559.882812
Iteration 315Q: 23 clusters Score -9.083802e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 40974 members 
Mstep: Class 5 contains 26438 members 
Mstep: Class 6 contains 20278 members 
Mstep: Class 7 contains 274861 members 
Mstep: Class 8 contains 40228 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6526 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 58147 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 158900 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838032.000000 Penalty: 73559.882812
Iteration 316Q: 23 clusters Score -9.083803e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 40975 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 274854 members 
Mstep: Class 8 contains 40228 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6526 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 58147 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 158908 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838048.000000 Penalty: 73559.882812
Iteration 317Q: 23 clusters Score -9.083805e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 40975 members 
Mstep: Class 5 contains 26433 members 
Mstep: Class 6 contains 20282 members 
Mstep: Class 7 contains 274844 members 
Mstep: Class 8 contains 40227 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6528 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 58147 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 158919 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838048.000000 Penalty: 73559.882812
Iteration 318Q: 23 clusters Score -9.083805e+07 nChanged 27
Entering ConstructFrom: 
Score: -90838048.000000 Penalty: 73559.882812
Entering ConstructFrom: 
Trying to split cluster 1 (35977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Entering Unmasked Estep 
Score: -4537246.500000 Penalty: 2601.677490
	Iteration 0F: 2 clusters Score -4537246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4512627.000000 Penalty: 5203.354980
	Iteration 0F: 3 clusters Score -4512627 nChanged 16484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -4521998.500000 Penalty: 5203.354980
	Iteration 1F: 3 clusters Score -4521998 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -4522742.000000 Penalty: 5203.354980
	Iteration 2F: 3 clusters Score -4522742 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -4523750.000000 Penalty: 5203.354980
	Iteration 3F: 3 clusters Score -4523750 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -4525187.500000 Penalty: 5203.354980
	Iteration 4F: 3 clusters Score -4525188 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -4526769.500000 Penalty: 5203.354980
	Iteration 5F: 3 clusters Score -4526770 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -4528200.000000 Penalty: 5203.354980
	Iteration 6F: 3 clusters Score -4528200 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -4529339.500000 Penalty: 5203.354980
	Iteration 7F: 3 clusters Score -4529340 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -4530365.000000 Penalty: 5203.354980
	Iteration 8Q: 3 clusters Score -4530365 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -4531325.500000 Penalty: 5203.354980
	Iteration 9Q: 3 clusters Score -4531326 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -4532287.000000 Penalty: 5203.354980
	Iteration 10Q: 3 clusters Score -4532287 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -4533414.500000 Penalty: 5203.354980
	Iteration 11Q: 3 clusters Score -4533414 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -4534347.500000 Penalty: 5203.354980
	Iteration 12Q: 3 clusters Score -4534348 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -4534892.000000 Penalty: 5203.354980
	Iteration 13Q: 3 clusters Score -4534892 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -4535263.500000 Penalty: 5203.354980
	Iteration 14Q: 3 clusters Score -4535264 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -4535532.000000 Penalty: 5203.354980
	Iteration 15Q: 3 clusters Score -4535532 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -4535705.000000 Penalty: 5203.354980
	Iteration 16Q: 3 clusters Score -4535705 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -4535816.000000 Penalty: 5203.354980
	Iteration 17Q: 3 clusters Score -4535816 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -4535894.000000 Penalty: 5203.354980
	Iteration 18Q: 3 clusters Score -4535894 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -4535950.500000 Penalty: 5203.354980
	Iteration 19Q: 3 clusters Score -4535950 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -4536013.500000 Penalty: 5203.354980
	Iteration 20F: 3 clusters Score -4536014 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -4536070.000000 Penalty: 5203.354980
	Iteration 21Q: 3 clusters Score -4536070 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -4536112.000000 Penalty: 5203.354980
	Iteration 22Q: 3 clusters Score -4536112 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -4536126.000000 Penalty: 5203.354980
	Iteration 23Q: 3 clusters Score -4536126 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -4536163.500000 Penalty: 5203.354980
	Iteration 24Q: 3 clusters Score -4536164 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -4536192.500000 Penalty: 5203.354980
	Iteration 25Q: 3 clusters Score -4536192 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -4536218.500000 Penalty: 5203.354980
	Iteration 26Q: 3 clusters Score -4536218 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -4536242.000000 Penalty: 5203.354980
	Iteration 27Q: 3 clusters Score -4536242 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -4536256.500000 Penalty: 5203.354980
	Iteration 28Q: 3 clusters Score -4536256 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -4536278.000000 Penalty: 5203.354980
	Iteration 29Q: 3 clusters Score -4536278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4536323.500000 Penalty: 5203.354980
	Iteration 30Q: 3 clusters Score -4536324 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -4536363.500000 Penalty: 5203.354980
	Iteration 31Q: 3 clusters Score -4536364 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -4536420.000000 Penalty: 5203.354980
	Iteration 32Q: 3 clusters Score -4536420 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -4536474.000000 Penalty: 5203.354980
	Iteration 33Q: 3 clusters Score -4536474 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -4536522.500000 Penalty: 5203.354980
	Iteration 34Q: 3 clusters Score -4536522 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -4536588.500000 Penalty: 5203.354980
	Iteration 35Q: 3 clusters Score -4536588 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -4536606.000000 Penalty: 5203.354980
	Iteration 36Q: 3 clusters Score -4536606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -4536645.000000 Penalty: 5203.354980
	Iteration 37Q: 3 clusters Score -4536645 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -4536685.000000 Penalty: 5203.354980
	Iteration 38Q: 3 clusters Score -4536685 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -4536737.500000 Penalty: 5203.354980
	Iteration 39Q: 3 clusters Score -4536738 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -4536790.500000 Penalty: 5203.354980
	Iteration 40F: 3 clusters Score -4536790 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -4536839.500000 Penalty: 5203.354980
	Iteration 41Q: 3 clusters Score -4536840 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -4536878.500000 Penalty: 5203.354980
	Iteration 42Q: 3 clusters Score -4536878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -4536918.500000 Penalty: 5203.354980
	Iteration 43Q: 3 clusters Score -4536918 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -4536942.500000 Penalty: 5203.354980
	Iteration 44Q: 3 clusters Score -4536942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -4536952.500000 Penalty: 5203.354980
	Iteration 45Q: 3 clusters Score -4536952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -4536960.000000 Penalty: 5203.354980
	Iteration 46Q: 3 clusters Score -4536960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -4536967.000000 Penalty: 5203.354980
	Iteration 47Q: 3 clusters Score -4536967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -4536966.000000 Penalty: 5203.354980
	Iteration 48Q: 3 clusters Score -4536966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -4536967.000000 Penalty: 5203.354980
	Iteration 49Q: 3 clusters Score -4536967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -4536965.500000 Penalty: 5203.354980
	Iteration 50Q: 3 clusters Score -4536966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -4536968.000000 Penalty: 5203.354980
	Iteration 51Q: 3 clusters Score -4536968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -4536972.500000 Penalty: 5203.354980
	Iteration 52Q: 3 clusters Score -4536972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -4536968.500000 Penalty: 5203.354980
	Iteration 53Q: 3 clusters Score -4536968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -4536970.500000 Penalty: 5203.354980
	Iteration 54Q: 3 clusters Score -4536970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -4536972.000000 Penalty: 5203.354980
	Iteration 55Q: 3 clusters Score -4536972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -4536972.000000 Penalty: 5203.354980
	Iteration 56F: 3 clusters Score -4536972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -328939.937500 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -328939.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -325931.031250 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -325931 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -326717.156250 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -326717.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -327423.156250 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -327423.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -328275.437500 Penalty: 3908.503906
	Iteration 3F: 3 clusters Score -328275.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -328793.656250 Penalty: 3908.503906
	Iteration 4F: 3 clusters Score -328793.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -329127.093750 Penalty: 3908.503906
	Iteration 5F: 3 clusters Score -329127.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -329310.312500 Penalty: 3908.503906
	Iteration 6Q: 3 clusters Score -329310.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -329398.593750 Penalty: 3908.503906
	Iteration 7Q: 3 clusters Score -329398.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -329436.218750 Penalty: 3908.503906
	Iteration 8Q: 3 clusters Score -329436.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -329467.281250 Penalty: 3908.503906
	Iteration 9Q: 3 clusters Score -329467.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -329485.437500 Penalty: 3908.503906
	Iteration 10Q: 3 clusters Score -329485.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -329493.343750 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -329493.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -329497.312500 Penalty: 3908.503906
	Iteration 12Q: 3 clusters Score -329497.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -329499.218750 Penalty: 3908.503906
	Iteration 13Q: 3 clusters Score -329499.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -329499.781250 Penalty: 3908.503906
	Iteration 14Q: 3 clusters Score -329499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -329502.000000 Penalty: 3908.503906
	Iteration 15Q: 3 clusters Score -329502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -329505.000000 Penalty: 3908.503906
	Iteration 16Q: 3 clusters Score -329505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -329505.562500 Penalty: 3908.503906
	Iteration 17Q: 3 clusters Score -329505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -329505.875000 Penalty: 3908.503906
	Iteration 18Q: 3 clusters Score -329505.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -329505.875000 Penalty: 3908.503906
	Iteration 19F: 3 clusters Score -329505.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2146 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 40975 members 
Mstep: Class 5 contains 26433 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 274838 members 
Mstep: Class 8 contains 40227 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6529 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58147 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 158920 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 498 members 
Entering Unmasked Estep 
Score: -90837176.000000 Penalty: 76903.515625
Splitting cluster 2 changes total score from -90838048.000000 to -90837176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -70621.437500 Penalty: 1627.486206
	Iteration 0F: 2 clusters Score -70621.44 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 365 members 
Entering Unmasked Estep 
Score: -68988.039062 Penalty: 3254.972412
	Iteration 0F: 3 clusters Score -68988.04 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69370.906250 Penalty: 3254.972412
	Iteration 1F: 3 clusters Score -69370.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69500.601562 Penalty: 3254.972412
	Iteration 2F: 3 clusters Score -69500.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69556.171875 Penalty: 3254.972412
	Iteration 3Q: 3 clusters Score -69556.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69592.296875 Penalty: 3254.972412
	Iteration 4Q: 3 clusters Score -69592.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69610.179688 Penalty: 3254.972412
	Iteration 5Q: 3 clusters Score -69610.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69630.390625 Penalty: 3254.972412
	Iteration 6Q: 3 clusters Score -69630.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69635.140625 Penalty: 3254.972412
	Iteration 7Q: 3 clusters Score -69635.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69639.164062 Penalty: 3254.972412
	Iteration 8Q: 3 clusters Score -69639.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69640.093750 Penalty: 3254.972412
	Iteration 9Q: 3 clusters Score -69640.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69640.093750 Penalty: 3254.972412
	Iteration 10F: 3 clusters Score -69640.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Entering Unmasked Estep 
Score: -5343149.500000 Penalty: 2633.937744
	Iteration 0F: 2 clusters Score -5343150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -5315491.000000 Penalty: 5267.875488
	Iteration 0F: 3 clusters Score -5315491 nChanged 18625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -5325418.500000 Penalty: 5267.875488
	Iteration 1F: 3 clusters Score -5325418 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -5325958.000000 Penalty: 5267.875488
	Iteration 2Q: 3 clusters Score -5325958 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -5326485.000000 Penalty: 5267.875488
	Iteration 3Q: 3 clusters Score -5326485 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -5327068.000000 Penalty: 5267.875488
	Iteration 4Q: 3 clusters Score -5327068 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -5327833.000000 Penalty: 5267.875488
	Iteration 5Q: 3 clusters Score -5327833 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -5328851.500000 Penalty: 5267.875488
	Iteration 6Q: 3 clusters Score -5328852 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -5330047.000000 Penalty: 5267.875488
	Iteration 7F: 3 clusters Score -5330047 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -5331560.500000 Penalty: 5267.875488
	Iteration 8F: 3 clusters Score -5331560 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -5333215.000000 Penalty: 5267.875488
	Iteration 9F: 3 clusters Score -5333215 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -5335049.500000 Penalty: 5267.875488
	Iteration 10F: 3 clusters Score -5335050 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -5336717.500000 Penalty: 5267.875488
	Iteration 11F: 3 clusters Score -5336718 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -5338029.500000 Penalty: 5267.875488
	Iteration 12Q: 3 clusters Score -5338030 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -5339009.500000 Penalty: 5267.875488
	Iteration 13Q: 3 clusters Score -5339010 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5339634.500000 Penalty: 5267.875488
	Iteration 14Q: 3 clusters Score -5339634 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5340032.500000 Penalty: 5267.875488
	Iteration 15Q: 3 clusters Score -5340032 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5340324.500000 Penalty: 5267.875488
	Iteration 16Q: 3 clusters Score -5340324 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5340519.500000 Penalty: 5267.875488
	Iteration 17Q: 3 clusters Score -5340520 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5340637.500000 Penalty: 5267.875488
	Iteration 18Q: 3 clusters Score -5340638 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5340727.500000 Penalty: 5267.875488
	Iteration 19Q: 3 clusters Score -5340728 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5340782.500000 Penalty: 5267.875488
	Iteration 20F: 3 clusters Score -5340782 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5340812.000000 Penalty: 5267.875488
	Iteration 21Q: 3 clusters Score -5340812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5340837.500000 Penalty: 5267.875488
	Iteration 22Q: 3 clusters Score -5340838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5340864.500000 Penalty: 5267.875488
	Iteration 23Q: 3 clusters Score -5340864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5340868.000000 Penalty: 5267.875488
	Iteration 24Q: 3 clusters Score -5340868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5340879.500000 Penalty: 5267.875488
	Iteration 25Q: 3 clusters Score -5340880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5340900.500000 Penalty: 5267.875488
	Iteration 26Q: 3 clusters Score -5340900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5340919.500000 Penalty: 5267.875488
	Iteration 27Q: 3 clusters Score -5340920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5340931.000000 Penalty: 5267.875488
	Iteration 28Q: 3 clusters Score -5340931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5340938.000000 Penalty: 5267.875488
	Iteration 29Q: 3 clusters Score -5340938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5340948.000000 Penalty: 5267.875488
	Iteration 30Q: 3 clusters Score -5340948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5340944.000000 Penalty: 5267.875488
	Iteration 31Q: 3 clusters Score -5340944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5340948.500000 Penalty: 5267.875488
	Iteration 32Q: 3 clusters Score -5340948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5340949.000000 Penalty: 5267.875488
	Iteration 33Q: 3 clusters Score -5340949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5340955.000000 Penalty: 5267.875488
	Iteration 34Q: 3 clusters Score -5340955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5340955.000000 Penalty: 5267.875488
	Iteration 35F: 3 clusters Score -5340955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Entering Unmasked Estep 
Score: -3191203.000000 Penalty: 2525.227295
	Iteration 0F: 2 clusters Score -3191203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -3172873.750000 Penalty: 5050.454590
	Iteration 0F: 3 clusters Score -3172874 nChanged 11917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3179153.000000 Penalty: 5050.454590
	Iteration 1F: 3 clusters Score -3179153 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -3179636.500000 Penalty: 5050.454590
	Iteration 2Q: 3 clusters Score -3179636 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -3180134.250000 Penalty: 5050.454590
	Iteration 3Q: 3 clusters Score -3180134 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3180638.250000 Penalty: 5050.454590
	Iteration 4Q: 3 clusters Score -3180638 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3181090.000000 Penalty: 5050.454590
	Iteration 5Q: 3 clusters Score -3181090 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3181534.750000 Penalty: 5050.454590
	Iteration 6Q: 3 clusters Score -3181535 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -3182058.500000 Penalty: 5050.454590
	Iteration 7Q: 3 clusters Score -3182058 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3182624.500000 Penalty: 5050.454590
	Iteration 8Q: 3 clusters Score -3182624 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -3183349.000000 Penalty: 5050.454590
	Iteration 9Q: 3 clusters Score -3183349 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -3184204.000000 Penalty: 5050.454590
	Iteration 10Q: 3 clusters Score -3184204 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -3185138.750000 Penalty: 5050.454590
	Iteration 11Q: 3 clusters Score -3185139 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -3186035.750000 Penalty: 5050.454590
	Iteration 12Q: 3 clusters Score -3186036 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -3186755.750000 Penalty: 5050.454590
	Iteration 13Q: 3 clusters Score -3186756 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -3187267.250000 Penalty: 5050.454590
	Iteration 14Q: 3 clusters Score -3187267 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -3187629.250000 Penalty: 5050.454590
	Iteration 15Q: 3 clusters Score -3187629 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3187885.250000 Penalty: 5050.454590
	Iteration 16Q: 3 clusters Score -3187885 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -3188092.250000 Penalty: 5050.454590
	Iteration 17Q: 3 clusters Score -3188092 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3188237.250000 Penalty: 5050.454590
	Iteration 18Q: 3 clusters Score -3188237 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3188368.000000 Penalty: 5050.454590
	Iteration 19Q: 3 clusters Score -3188368 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3188498.500000 Penalty: 5050.454590
	Iteration 20F: 3 clusters Score -3188498 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -3188591.500000 Penalty: 5050.454590
	Iteration 21Q: 3 clusters Score -3188592 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3188672.250000 Penalty: 5050.454590
	Iteration 22Q: 3 clusters Score -3188672 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3188763.250000 Penalty: 5050.454590
	Iteration 23Q: 3 clusters Score -3188763 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3188841.000000 Penalty: 5050.454590
	Iteration 24Q: 3 clusters Score -3188841 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3188911.750000 Penalty: 5050.454590
	Iteration 25Q: 3 clusters Score -3188912 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3188963.250000 Penalty: 5050.454590
	Iteration 26Q: 3 clusters Score -3188963 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3189026.250000 Penalty: 5050.454590
	Iteration 27Q: 3 clusters Score -3189026 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3189099.750000 Penalty: 5050.454590
	Iteration 28Q: 3 clusters Score -3189100 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3189151.000000 Penalty: 5050.454590
	Iteration 29Q: 3 clusters Score -3189151 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3189192.500000 Penalty: 5050.454590
	Iteration 30Q: 3 clusters Score -3189192 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3189213.750000 Penalty: 5050.454590
	Iteration 31Q: 3 clusters Score -3189214 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3189240.750000 Penalty: 5050.454590
	Iteration 32Q: 3 clusters Score -3189241 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3189267.500000 Penalty: 5050.454590
	Iteration 33Q: 3 clusters Score -3189268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3189277.000000 Penalty: 5050.454590
	Iteration 34Q: 3 clusters Score -3189277 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3189309.500000 Penalty: 5050.454590
	Iteration 35Q: 3 clusters Score -3189310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3189327.000000 Penalty: 5050.454590
	Iteration 36Q: 3 clusters Score -3189327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3189336.500000 Penalty: 5050.454590
	Iteration 37Q: 3 clusters Score -3189336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3189338.500000 Penalty: 5050.454590
	Iteration 38Q: 3 clusters Score -3189338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3189353.250000 Penalty: 5050.454590
	Iteration 39Q: 3 clusters Score -3189353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3189369.250000 Penalty: 5050.454590
	Iteration 40F: 3 clusters Score -3189369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3189373.000000 Penalty: 5050.454590
	Iteration 41Q: 3 clusters Score -3189373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3189376.750000 Penalty: 5050.454590
	Iteration 42Q: 3 clusters Score -3189377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3189383.750000 Penalty: 5050.454590
	Iteration 43Q: 3 clusters Score -3189384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3189391.250000 Penalty: 5050.454590
	Iteration 44Q: 3 clusters Score -3189391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3189385.250000 Penalty: 5050.454590
	Iteration 45Q: 3 clusters Score -3189385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3189385.000000 Penalty: 5050.454590
	Iteration 46Q: 3 clusters Score -3189385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3189390.750000 Penalty: 5050.454590
	Iteration 47Q: 3 clusters Score -3189391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3189394.500000 Penalty: 5050.454590
	Iteration 48Q: 3 clusters Score -3189394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3189394.500000 Penalty: 5050.454590
	Iteration 49Q: 3 clusters Score -3189394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3189396.500000 Penalty: 5050.454590
	Iteration 50Q: 3 clusters Score -3189396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3189397.750000 Penalty: 5050.454590
	Iteration 51Q: 3 clusters Score -3189398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3189397.250000 Penalty: 5050.454590
	Iteration 52Q: 3 clusters Score -3189397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3189398.250000 Penalty: 5050.454590
	Iteration 53Q: 3 clusters Score -3189398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3189403.750000 Penalty: 5050.454590
	Iteration 54Q: 3 clusters Score -3189404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3189402.500000 Penalty: 5050.454590
	Iteration 55Q: 3 clusters Score -3189402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3189402.250000 Penalty: 5050.454590
	Iteration 56Q: 3 clusters Score -3189402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3189399.250000 Penalty: 5050.454590
	Iteration 57Q: 3 clusters Score -3189399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3189399.250000 Penalty: 5050.454590
	Iteration 58F: 3 clusters Score -3189399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Entering Unmasked Estep 
Score: -2684895.750000 Penalty: 2459.573975
	Iteration 0F: 2 clusters Score -2684896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2670519.250000 Penalty: 4919.147949
	Iteration 0F: 3 clusters Score -2670519 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2675475.000000 Penalty: 4919.147949
	Iteration 1F: 3 clusters Score -2675475 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2675877.750000 Penalty: 4919.147949
	Iteration 2F: 3 clusters Score -2675878 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2676199.250000 Penalty: 4919.147949
	Iteration 3Q: 3 clusters Score -2676199 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2676518.250000 Penalty: 4919.147949
	Iteration 4Q: 3 clusters Score -2676518 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2676868.500000 Penalty: 4919.147949
	Iteration 5Q: 3 clusters Score -2676868 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2677252.250000 Penalty: 4919.147949
	Iteration 6Q: 3 clusters Score -2677252 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2677734.500000 Penalty: 4919.147949
	Iteration 7Q: 3 clusters Score -2677734 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2678306.750000 Penalty: 4919.147949
	Iteration 8Q: 3 clusters Score -2678307 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2678884.750000 Penalty: 4919.147949
	Iteration 9Q: 3 clusters Score -2678885 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2679549.750000 Penalty: 4919.147949
	Iteration 10Q: 3 clusters Score -2679550 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2680224.500000 Penalty: 4919.147949
	Iteration 11Q: 3 clusters Score -2680224 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2680844.000000 Penalty: 4919.147949
	Iteration 12Q: 3 clusters Score -2680844 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2681374.500000 Penalty: 4919.147949
	Iteration 13Q: 3 clusters Score -2681374 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2681824.250000 Penalty: 4919.147949
	Iteration 14Q: 3 clusters Score -2681824 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2682254.750000 Penalty: 4919.147949
	Iteration 15Q: 3 clusters Score -2682255 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2682654.000000 Penalty: 4919.147949
	Iteration 16Q: 3 clusters Score -2682654 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2683037.750000 Penalty: 4919.147949
	Iteration 17Q: 3 clusters Score -2683038 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2683381.500000 Penalty: 4919.147949
	Iteration 18Q: 3 clusters Score -2683382 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2683688.000000 Penalty: 4919.147949
	Iteration 19Q: 3 clusters Score -2683688 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2683885.000000 Penalty: 4919.147949
	Iteration 20F: 3 clusters Score -2683885 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2684028.000000 Penalty: 4919.147949
	Iteration 21Q: 3 clusters Score -2684028 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2684111.000000 Penalty: 4919.147949
	Iteration 22Q: 3 clusters Score -2684111 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2684167.750000 Penalty: 4919.147949
	Iteration 23Q: 3 clusters Score -2684168 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2684209.500000 Penalty: 4919.147949
	Iteration 24Q: 3 clusters Score -2684210 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2684251.000000 Penalty: 4919.147949
	Iteration 25Q: 3 clusters Score -2684251 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2684283.500000 Penalty: 4919.147949
	Iteration 26Q: 3 clusters Score -2684284 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2684303.250000 Penalty: 4919.147949
	Iteration 27Q: 3 clusters Score -2684303 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2684311.000000 Penalty: 4919.147949
	Iteration 28Q: 3 clusters Score -2684311 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2684317.750000 Penalty: 4919.147949
	Iteration 29Q: 3 clusters Score -2684318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2684330.750000 Penalty: 4919.147949
	Iteration 30Q: 3 clusters Score -2684331 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2684345.750000 Penalty: 4919.147949
	Iteration 31Q: 3 clusters Score -2684346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2684359.500000 Penalty: 4919.147949
	Iteration 32Q: 3 clusters Score -2684360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2684360.250000 Penalty: 4919.147949
	Iteration 33Q: 3 clusters Score -2684360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2684367.750000 Penalty: 4919.147949
	Iteration 34Q: 3 clusters Score -2684368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2684372.000000 Penalty: 4919.147949
	Iteration 35Q: 3 clusters Score -2684372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2684366.000000 Penalty: 4919.147949
	Iteration 36Q: 3 clusters Score -2684366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2684371.000000 Penalty: 4919.147949
	Iteration 37Q: 3 clusters Score -2684371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2684372.250000 Penalty: 4919.147949
	Iteration 38Q: 3 clusters Score -2684372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2684369.500000 Penalty: 4919.147949
	Iteration 39Q: 3 clusters Score -2684370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2684378.000000 Penalty: 4919.147949
	Iteration 40F: 3 clusters Score -2684378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2684371.250000 Penalty: 4919.147949
	Iteration 41Q: 3 clusters Score -2684371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2684372.000000 Penalty: 4919.147949
	Iteration 42Q: 3 clusters Score -2684372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2684384.750000 Penalty: 4919.147949
	Iteration 43Q: 3 clusters Score -2684385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2684380.250000 Penalty: 4919.147949
	Iteration 44Q: 3 clusters Score -2684380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2684383.000000 Penalty: 4919.147949
	Iteration 45Q: 3 clusters Score -2684383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2684373.250000 Penalty: 4919.147949
	Iteration 46Q: 3 clusters Score -2684373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2684382.000000 Penalty: 4919.147949
	Iteration 47Q: 3 clusters Score -2684382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2684381.500000 Penalty: 4919.147949
	Iteration 48Q: 3 clusters Score -2684382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2684385.000000 Penalty: 4919.147949
	Iteration 49Q: 3 clusters Score -2684385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2684382.000000 Penalty: 4919.147949
	Iteration 50Q: 3 clusters Score -2684382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2684382.500000 Penalty: 4919.147949
	Iteration 51Q: 3 clusters Score -2684382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2684382.250000 Penalty: 4919.147949
	Iteration 52Q: 3 clusters Score -2684382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2684380.500000 Penalty: 4919.147949
	Iteration 53Q: 3 clusters Score -2684380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2684385.500000 Penalty: 4919.147949
	Iteration 54Q: 3 clusters Score -2684386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2684384.500000 Penalty: 4919.147949
	Iteration 55Q: 3 clusters Score -2684384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2684386.750000 Penalty: 4919.147949
	Iteration 56Q: 3 clusters Score -2684387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2684389.500000 Penalty: 4919.147949
	Iteration 57Q: 3 clusters Score -2684390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2684393.500000 Penalty: 4919.147949
	Iteration 58Q: 3 clusters Score -2684394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2684398.000000 Penalty: 4919.147949
	Iteration 59Q: 3 clusters Score -2684398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2684395.750000 Penalty: 4919.147949
	Iteration 60F: 3 clusters Score -2684396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2684393.750000 Penalty: 4919.147949
	Iteration 61Q: 3 clusters Score -2684394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2684393.500000 Penalty: 4919.147949
	Iteration 62Q: 3 clusters Score -2684394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2684392.500000 Penalty: 4919.147949
	Iteration 63Q: 3 clusters Score -2684392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2684392.500000 Penalty: 4919.147949
	Iteration 64Q: 3 clusters Score -2684392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2684397.250000 Penalty: 4919.147949
	Iteration 65Q: 3 clusters Score -2684397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2684398.000000 Penalty: 4919.147949
	Iteration 66Q: 3 clusters Score -2684398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2684395.750000 Penalty: 4919.147949
	Iteration 67Q: 3 clusters Score -2684396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2684393.750000 Penalty: 4919.147949
	Iteration 68Q: 3 clusters Score -2684394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2684394.250000 Penalty: 4919.147949
	Iteration 69Q: 3 clusters Score -2684394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2684391.750000 Penalty: 4919.147949
	Iteration 70Q: 3 clusters Score -2684392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2684391.750000 Penalty: 4919.147949
	Iteration 71F: 3 clusters Score -2684392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (274838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274838 members 
Entering Unmasked Estep 
Score: -35747340.000000 Penalty: 3105.936523
	Iteration 0F: 2 clusters Score -3.574734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137285 members 
Mstep: Class 2 contains 137553 members 
Entering Unmasked Estep 
Score: -35577064.000000 Penalty: 6211.873047
	Iteration 0F: 3 clusters Score -3.557706e+07 nChanged 132478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134643 members 
Mstep: Class 2 contains 140195 members 
Entering Unmasked Estep 
Score: -35655320.000000 Penalty: 6211.873047
	Iteration 1F: 3 clusters Score -3.565532e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132413 members 
Mstep: Class 2 contains 142425 members 
Entering Unmasked Estep 
Score: -35656828.000000 Penalty: 6211.873047
	Iteration 2Q: 3 clusters Score -3.565683e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129008 members 
Mstep: Class 2 contains 145830 members 
Entering Unmasked Estep 
Score: -35659084.000000 Penalty: 6211.873047
	Iteration 3Q: 3 clusters Score -3.565908e+07 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123924 members 
Mstep: Class 2 contains 150914 members 
Entering Unmasked Estep 
Score: -35662724.000000 Penalty: 6211.873047
	Iteration 4Q: 3 clusters Score -3.566272e+07 nChanged 12174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116600 members 
Mstep: Class 2 contains 158238 members 
Entering Unmasked Estep 
Score: -35668504.000000 Penalty: 6211.873047
	Iteration 5Q: 3 clusters Score -3.56685e+07 nChanged 14698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 168106 members 
Entering Unmasked Estep 
Score: -35677432.000000 Penalty: 6211.873047
	Iteration 6F: 3 clusters Score -3.567743e+07 nChanged 16917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94517 members 
Mstep: Class 2 contains 180321 members 
Entering Unmasked Estep 
Score: -35689160.000000 Penalty: 6211.873047
	Iteration 7F: 3 clusters Score -3.568916e+07 nChanged 17685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81688 members 
Mstep: Class 2 contains 193150 members 
Entering Unmasked Estep 
Score: -35701908.000000 Penalty: 6211.873047
	Iteration 8F: 3 clusters Score -3.570191e+07 nChanged 16057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70573 members 
Mstep: Class 2 contains 204265 members 
Entering Unmasked Estep 
Score: -35712876.000000 Penalty: 6211.873047
	Iteration 9F: 3 clusters Score -3.571288e+07 nChanged 12660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Mstep: Class 2 contains 212629 members 
Entering Unmasked Estep 
Score: -35719360.000000 Penalty: 6211.873047
	Iteration 10Q: 3 clusters Score -3.571936e+07 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 218920 members 
Entering Unmasked Estep 
Score: -35722692.000000 Penalty: 6211.873047
	Iteration 11Q: 3 clusters Score -3.572269e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 224075 members 
Entering Unmasked Estep 
Score: -35724556.000000 Penalty: 6211.873047
	Iteration 12Q: 3 clusters Score -3.572456e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 228569 members 
Entering Unmasked Estep 
Score: -35725988.000000 Penalty: 6211.873047
	Iteration 13Q: 3 clusters Score -3.572599e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 232440 members 
Entering Unmasked Estep 
Score: -35727064.000000 Penalty: 6211.873047
	Iteration 14Q: 3 clusters Score -3.572706e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 235947 members 
Entering Unmasked Estep 
Score: -35727908.000000 Penalty: 6211.873047
	Iteration 15Q: 3 clusters Score -3.572791e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 239148 members 
Entering Unmasked Estep 
Score: -35728420.000000 Penalty: 6211.873047
	Iteration 16Q: 3 clusters Score -3.572842e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 242019 members 
Entering Unmasked Estep 
Score: -35729132.000000 Penalty: 6211.873047
	Iteration 17Q: 3 clusters Score -3.572913e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 244691 members 
Entering Unmasked Estep 
Score: -35729824.000000 Penalty: 6211.873047
	Iteration 18Q: 3 clusters Score -3.572982e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 247232 members 
Entering Unmasked Estep 
Score: -35730804.000000 Penalty: 6211.873047
	Iteration 19Q: 3 clusters Score -3.57308e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 249596 members 
Entering Unmasked Estep 
Score: -35731800.000000 Penalty: 6211.873047
	Iteration 20F: 3 clusters Score -3.57318e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 251820 members 
Entering Unmasked Estep 
Score: -35732636.000000 Penalty: 6211.873047
	Iteration 21Q: 3 clusters Score -3.573264e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 253983 members 
Entering Unmasked Estep 
Score: -35733532.000000 Penalty: 6211.873047
	Iteration 22Q: 3 clusters Score -3.573353e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 256023 members 
Entering Unmasked Estep 
Score: -35734436.000000 Penalty: 6211.873047
	Iteration 23Q: 3 clusters Score -3.573444e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 257968 members 
Entering Unmasked Estep 
Score: -35735420.000000 Penalty: 6211.873047
	Iteration 24Q: 3 clusters Score -3.573542e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 259822 members 
Entering Unmasked Estep 
Score: -35736376.000000 Penalty: 6211.873047
	Iteration 25Q: 3 clusters Score -3.573638e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 261495 members 
Entering Unmasked Estep 
Score: -35737208.000000 Penalty: 6211.873047
	Iteration 26Q: 3 clusters Score -3.573721e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 263041 members 
Entering Unmasked Estep 
Score: -35738044.000000 Penalty: 6211.873047
	Iteration 27Q: 3 clusters Score -3.573804e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 264415 members 
Entering Unmasked Estep 
Score: -35738956.000000 Penalty: 6211.873047
	Iteration 28Q: 3 clusters Score -3.573896e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 265679 members 
Entering Unmasked Estep 
Score: -35739968.000000 Penalty: 6211.873047
	Iteration 29Q: 3 clusters Score -3.573997e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 266794 members 
Entering Unmasked Estep 
Score: -35740612.000000 Penalty: 6211.873047
	Iteration 30Q: 3 clusters Score -3.574061e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 267795 members 
Entering Unmasked Estep 
Score: -35741272.000000 Penalty: 6211.873047
	Iteration 31Q: 3 clusters Score -3.574127e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 268705 members 
Entering Unmasked Estep 
Score: -35741768.000000 Penalty: 6211.873047
	Iteration 32Q: 3 clusters Score -3.574177e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 269457 members 
Entering Unmasked Estep 
Score: -35742388.000000 Penalty: 6211.873047
	Iteration 33Q: 3 clusters Score -3.574239e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 270099 members 
Entering Unmasked Estep 
Score: -35742848.000000 Penalty: 6211.873047
	Iteration 34Q: 3 clusters Score -3.574285e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 270617 members 
Entering Unmasked Estep 
Score: -35743160.000000 Penalty: 6211.873047
	Iteration 35Q: 3 clusters Score -3.574316e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 271013 members 
Entering Unmasked Estep 
Score: -35743508.000000 Penalty: 6211.873047
	Iteration 36Q: 3 clusters Score -3.574351e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 271343 members 
Entering Unmasked Estep 
Score: -35743864.000000 Penalty: 6211.873047
	Iteration 37Q: 3 clusters Score -3.574386e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 271642 members 
Entering Unmasked Estep 
Score: -35743916.000000 Penalty: 6211.873047
	Iteration 38Q: 3 clusters Score -3.574392e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 271886 members 
Entering Unmasked Estep 
Score: -35744128.000000 Penalty: 6211.873047
	Iteration 39Q: 3 clusters Score -3.574413e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 272073 members 
Entering Unmasked Estep 
Score: -35744272.000000 Penalty: 6211.873047
	Iteration 40F: 3 clusters Score -3.574427e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 272229 members 
Entering Unmasked Estep 
Score: -35744344.000000 Penalty: 6211.873047
	Iteration 41Q: 3 clusters Score -3.574434e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 272359 members 
Entering Unmasked Estep 
Score: -35744440.000000 Penalty: 6211.873047
	Iteration 42Q: 3 clusters Score -3.574444e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 272460 members 
Entering Unmasked Estep 
Score: -35744472.000000 Penalty: 6211.873047
	Iteration 43Q: 3 clusters Score -3.574447e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 272544 members 
Entering Unmasked Estep 
Score: -35744516.000000 Penalty: 6211.873047
	Iteration 44Q: 3 clusters Score -3.574452e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 272625 members 
Entering Unmasked Estep 
Score: -35744528.000000 Penalty: 6211.873047
	Iteration 45Q: 3 clusters Score -3.574453e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 272694 members 
Entering Unmasked Estep 
Score: -35744560.000000 Penalty: 6211.873047
	Iteration 46Q: 3 clusters Score -3.574456e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 272762 members 
Entering Unmasked Estep 
Score: -35744568.000000 Penalty: 6211.873047
	Iteration 47Q: 3 clusters Score -3.574457e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 272808 members 
Entering Unmasked Estep 
Score: -35744576.000000 Penalty: 6211.873047
	Iteration 48Q: 3 clusters Score -3.574458e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 272839 members 
Entering Unmasked Estep 
Score: -35744648.000000 Penalty: 6211.873047
	Iteration 49Q: 3 clusters Score -3.574465e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 272870 members 
Entering Unmasked Estep 
Score: -35744664.000000 Penalty: 6211.873047
	Iteration 50Q: 3 clusters Score -3.574466e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 272899 members 
Entering Unmasked Estep 
Score: -35744672.000000 Penalty: 6211.873047
	Iteration 51Q: 3 clusters Score -3.574467e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 272921 members 
Entering Unmasked Estep 
Score: -35744744.000000 Penalty: 6211.873047
	Iteration 52Q: 3 clusters Score -3.574474e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 272941 members 
Entering Unmasked Estep 
Score: -35744756.000000 Penalty: 6211.873047
	Iteration 53Q: 3 clusters Score -3.574476e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 272947 members 
Entering Unmasked Estep 
Score: -35744768.000000 Penalty: 6211.873047
	Iteration 54Q: 3 clusters Score -3.574477e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 272960 members 
Entering Unmasked Estep 
Score: -35744768.000000 Penalty: 6211.873047
	Iteration 55Q: 3 clusters Score -3.574477e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 272973 members 
Entering Unmasked Estep 
Score: -35744780.000000 Penalty: 6211.873047
	Iteration 56Q: 3 clusters Score -3.574478e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 272991 members 
Entering Unmasked Estep 
Score: -35744804.000000 Penalty: 6211.873047
	Iteration 57Q: 3 clusters Score -3.57448e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 273005 members 
Entering Unmasked Estep 
Score: -35744788.000000 Penalty: 6211.873047
	Iteration 58Q: 3 clusters Score -3.574479e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 273021 members 
Entering Unmasked Estep 
Score: -35744772.000000 Penalty: 6211.873047
	Iteration 59Q: 3 clusters Score -3.574477e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 273040 members 
Entering Unmasked Estep 
Score: -35744812.000000 Penalty: 6211.873047
	Iteration 60F: 3 clusters Score -3.574481e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 273053 members 
Entering Unmasked Estep 
Score: -35744820.000000 Penalty: 6211.873047
	Iteration 61Q: 3 clusters Score -3.574482e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 273067 members 
Entering Unmasked Estep 
Score: -35744844.000000 Penalty: 6211.873047
	Iteration 62Q: 3 clusters Score -3.574484e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 273083 members 
Entering Unmasked Estep 
Score: -35744856.000000 Penalty: 6211.873047
	Iteration 63Q: 3 clusters Score -3.574486e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 273090 members 
Entering Unmasked Estep 
Score: -35744888.000000 Penalty: 6211.873047
	Iteration 64Q: 3 clusters Score -3.574489e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 273096 members 
Entering Unmasked Estep 
Score: -35744852.000000 Penalty: 6211.873047
	Iteration 65Q: 3 clusters Score -3.574485e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 273102 members 
Entering Unmasked Estep 
Score: -35744892.000000 Penalty: 6211.873047
	Iteration 66Q: 3 clusters Score -3.574489e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 273105 members 
Entering Unmasked Estep 
Score: -35744900.000000 Penalty: 6211.873047
	Iteration 67Q: 3 clusters Score -3.57449e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 273107 members 
Entering Unmasked Estep 
Score: -35744916.000000 Penalty: 6211.873047
	Iteration 68Q: 3 clusters Score -3.574492e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 273115 members 
Entering Unmasked Estep 
Score: -35744904.000000 Penalty: 6211.873047
	Iteration 69Q: 3 clusters Score -3.57449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 273115 members 
Entering Unmasked Estep 
Score: -35744908.000000 Penalty: 6211.873047
	Iteration 70Q: 3 clusters Score -3.574491e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 273116 members 
Entering Unmasked Estep 
Score: -35744900.000000 Penalty: 6211.873047
	Iteration 71Q: 3 clusters Score -3.57449e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 273118 members 
Entering Unmasked Estep 
Score: -35744920.000000 Penalty: 6211.873047
	Iteration 72Q: 3 clusters Score -3.574492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 273127 members 
Entering Unmasked Estep 
Score: -35744916.000000 Penalty: 6211.873047
	Iteration 73Q: 3 clusters Score -3.574492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 273144 members 
Entering Unmasked Estep 
Score: -35744924.000000 Penalty: 6211.873047
	Iteration 74Q: 3 clusters Score -3.574492e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 273160 members 
Entering Unmasked Estep 
Score: -35744964.000000 Penalty: 6211.873047
	Iteration 75Q: 3 clusters Score -3.574496e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 273167 members 
Entering Unmasked Estep 
Score: -35744956.000000 Penalty: 6211.873047
	Iteration 76Q: 3 clusters Score -3.574496e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 273170 members 
Entering Unmasked Estep 
Score: -35744968.000000 Penalty: 6211.873047
	Iteration 77Q: 3 clusters Score -3.574497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 273177 members 
Entering Unmasked Estep 
Score: -35744980.000000 Penalty: 6211.873047
	Iteration 78Q: 3 clusters Score -3.574498e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 273187 members 
Entering Unmasked Estep 
Score: -35744960.000000 Penalty: 6211.873047
	Iteration 79Q: 3 clusters Score -3.574496e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 273198 members 
Entering Unmasked Estep 
Score: -35744968.000000 Penalty: 6211.873047
	Iteration 80F: 3 clusters Score -3.574497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 273207 members 
Entering Unmasked Estep 
Score: -35744968.000000 Penalty: 6211.873047
	Iteration 81Q: 3 clusters Score -3.574497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 273215 members 
Entering Unmasked Estep 
Score: -35744996.000000 Penalty: 6211.873047
	Iteration 82Q: 3 clusters Score -3.5745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 273221 members 
Entering Unmasked Estep 
Score: -35744996.000000 Penalty: 6211.873047
	Iteration 83Q: 3 clusters Score -3.5745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 273231 members 
Entering Unmasked Estep 
Score: -35745024.000000 Penalty: 6211.873047
	Iteration 84Q: 3 clusters Score -3.574502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 273236 members 
Entering Unmasked Estep 
Score: -35745012.000000 Penalty: 6211.873047
	Iteration 85Q: 3 clusters Score -3.574501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 273242 members 
Entering Unmasked Estep 
Score: -35744996.000000 Penalty: 6211.873047
	Iteration 86Q: 3 clusters Score -3.5745e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 273249 members 
Entering Unmasked Estep 
Score: -35745020.000000 Penalty: 6211.873047
	Iteration 87Q: 3 clusters Score -3.574502e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 273258 members 
Entering Unmasked Estep 
Score: -35745008.000000 Penalty: 6211.873047
	Iteration 88Q: 3 clusters Score -3.574501e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 273262 members 
Entering Unmasked Estep 
Score: -35745000.000000 Penalty: 6211.873047
	Iteration 89Q: 3 clusters Score -3.5745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 273271 members 
Entering Unmasked Estep 
Score: -35745012.000000 Penalty: 6211.873047
	Iteration 90Q: 3 clusters Score -3.574501e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 273280 members 
Entering Unmasked Estep 
Score: -35744988.000000 Penalty: 6211.873047
	Iteration 91Q: 3 clusters Score -3.574499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 273279 members 
Entering Unmasked Estep 
Score: -35744992.000000 Penalty: 6211.873047
	Iteration 92Q: 3 clusters Score -3.574499e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 273272 members 
Entering Unmasked Estep 
Score: -35745024.000000 Penalty: 6211.873047
	Iteration 93Q: 3 clusters Score -3.574502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 273273 members 
Entering Unmasked Estep 
Score: -35745016.000000 Penalty: 6211.873047
	Iteration 94Q: 3 clusters Score -3.574502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 273274 members 
Entering Unmasked Estep 
Score: -35745024.000000 Penalty: 6211.873047
	Iteration 95Q: 3 clusters Score -3.574502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 273273 members 
Entering Unmasked Estep 
Score: -35745032.000000 Penalty: 6211.873047
	Iteration 96Q: 3 clusters Score -3.574503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 273272 members 
Entering Unmasked Estep 
Score: -35745036.000000 Penalty: 6211.873047
	Iteration 97Q: 3 clusters Score -3.574504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 273271 members 
Entering Unmasked Estep 
Score: -35745036.000000 Penalty: 6211.873047
	Iteration 98Q: 3 clusters Score -3.574504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 273269 members 
Entering Unmasked Estep 
Score: -35745028.000000 Penalty: 6211.873047
	Iteration 99Q: 3 clusters Score -3.574503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 273269 members 
Entering Unmasked Estep 
Score: -35745036.000000 Penalty: 6211.873047
	Iteration 100F: 3 clusters Score -3.574504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 273270 members 
Entering Unmasked Estep 
Score: -35745048.000000 Penalty: 6211.873047
	Iteration 101Q: 3 clusters Score -3.574505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 273270 members 
Entering Unmasked Estep 
Score: -35745048.000000 Penalty: 6211.873047
	Iteration 102Q: 3 clusters Score -3.574505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 273273 members 
Entering Unmasked Estep 
Score: -35745052.000000 Penalty: 6211.873047
	Iteration 103Q: 3 clusters Score -3.574505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 273275 members 
Entering Unmasked Estep 
Score: -35745040.000000 Penalty: 6211.873047
	Iteration 104Q: 3 clusters Score -3.574504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 273274 members 
Entering Unmasked Estep 
Score: -35745040.000000 Penalty: 6211.873047
	Iteration 105Q: 3 clusters Score -3.574504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 273274 members 
Entering Unmasked Estep 
Score: -35745040.000000 Penalty: 6211.873047
	Iteration 106F: 3 clusters Score -3.574504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Entering Unmasked Estep 
Score: -5145393.000000 Penalty: 2629.368896
	Iteration 0F: 2 clusters Score -5145393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -5118052.500000 Penalty: 5258.737793
	Iteration 0F: 3 clusters Score -5118052 nChanged 18508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -5128430.000000 Penalty: 5258.737793
	Iteration 1F: 3 clusters Score -5128430 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -5129412.500000 Penalty: 5258.737793
	Iteration 2F: 3 clusters Score -5129412 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -5130854.000000 Penalty: 5258.737793
	Iteration 3F: 3 clusters Score -5130854 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -5133021.000000 Penalty: 5258.737793
	Iteration 4F: 3 clusters Score -5133021 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -5135875.000000 Penalty: 5258.737793
	Iteration 5F: 3 clusters Score -5135875 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -5138743.000000 Penalty: 5258.737793
	Iteration 6F: 3 clusters Score -5138743 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -5140920.500000 Penalty: 5258.737793
	Iteration 7F: 3 clusters Score -5140920 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -5142279.500000 Penalty: 5258.737793
	Iteration 8Q: 3 clusters Score -5142280 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5143005.500000 Penalty: 5258.737793
	Iteration 9Q: 3 clusters Score -5143006 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5143314.500000 Penalty: 5258.737793
	Iteration 10Q: 3 clusters Score -5143314 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5143445.500000 Penalty: 5258.737793
	Iteration 11Q: 3 clusters Score -5143446 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5143545.500000 Penalty: 5258.737793
	Iteration 12Q: 3 clusters Score -5143546 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5143611.000000 Penalty: 5258.737793
	Iteration 13Q: 3 clusters Score -5143611 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5143637.000000 Penalty: 5258.737793
	Iteration 14Q: 3 clusters Score -5143637 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5143654.000000 Penalty: 5258.737793
	Iteration 15Q: 3 clusters Score -5143654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5143672.500000 Penalty: 5258.737793
	Iteration 16Q: 3 clusters Score -5143672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5143682.500000 Penalty: 5258.737793
	Iteration 17Q: 3 clusters Score -5143682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5143702.500000 Penalty: 5258.737793
	Iteration 18Q: 3 clusters Score -5143702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5143705.000000 Penalty: 5258.737793
	Iteration 19Q: 3 clusters Score -5143705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5143719.000000 Penalty: 5258.737793
	Iteration 20F: 3 clusters Score -5143719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5143710.000000 Penalty: 5258.737793
	Iteration 21Q: 3 clusters Score -5143710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5143727.500000 Penalty: 5258.737793
	Iteration 22Q: 3 clusters Score -5143728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5143732.000000 Penalty: 5258.737793
	Iteration 23Q: 3 clusters Score -5143732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5143731.000000 Penalty: 5258.737793
	Iteration 24Q: 3 clusters Score -5143731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5143730.000000 Penalty: 5258.737793
	Iteration 25Q: 3 clusters Score -5143730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5143733.500000 Penalty: 5258.737793
	Iteration 26Q: 3 clusters Score -5143734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5143741.500000 Penalty: 5258.737793
	Iteration 27Q: 3 clusters Score -5143742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5143742.500000 Penalty: 5258.737793
	Iteration 28Q: 3 clusters Score -5143742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5143742.500000 Penalty: 5258.737793
	Iteration 29F: 3 clusters Score -5143742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Entering Unmasked Estep 
Score: -156702.375000 Penalty: 1788.466064
	Iteration 0F: 2 clusters Score -156702.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -154533.796875 Penalty: 3576.932129
	Iteration 0F: 3 clusters Score -154533.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -154957.171875 Penalty: 3576.932129
	Iteration 1F: 3 clusters Score -154957.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -155137.312500 Penalty: 3576.932129
	Iteration 2F: 3 clusters Score -155137.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -155282.421875 Penalty: 3576.932129
	Iteration 3F: 3 clusters Score -155282.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -155373.828125 Penalty: 3576.932129
	Iteration 4Q: 3 clusters Score -155373.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -155422.703125 Penalty: 3576.932129
	Iteration 5Q: 3 clusters Score -155422.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -155456.265625 Penalty: 3576.932129
	Iteration 6Q: 3 clusters Score -155456.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -155498.437500 Penalty: 3576.932129
	Iteration 7Q: 3 clusters Score -155498.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -155529.312500 Penalty: 3576.932129
	Iteration 8Q: 3 clusters Score -155529.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -155550.687500 Penalty: 3576.932129
	Iteration 9Q: 3 clusters Score -155550.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -155568.093750 Penalty: 3576.932129
	Iteration 10Q: 3 clusters Score -155568.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -155584.031250 Penalty: 3576.932129
	Iteration 11Q: 3 clusters Score -155584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -155599.234375 Penalty: 3576.932129
	Iteration 12Q: 3 clusters Score -155599.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -155613.875000 Penalty: 3576.932129
	Iteration 13Q: 3 clusters Score -155613.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -155633.296875 Penalty: 3576.932129
	Iteration 14Q: 3 clusters Score -155633.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -155645.890625 Penalty: 3576.932129
	Iteration 15Q: 3 clusters Score -155645.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -155656.187500 Penalty: 3576.932129
	Iteration 16Q: 3 clusters Score -155656.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -155668.093750 Penalty: 3576.932129
	Iteration 17Q: 3 clusters Score -155668.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -155676.968750 Penalty: 3576.932129
	Iteration 18Q: 3 clusters Score -155677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -155681.921875 Penalty: 3576.932129
	Iteration 19Q: 3 clusters Score -155681.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -155685.718750 Penalty: 3576.932129
	Iteration 20F: 3 clusters Score -155685.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Entering Unmasked Estep 
Score: -753572.125000 Penalty: 2178.434326
	Iteration 0F: 2 clusters Score -753572.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -748103.125000 Penalty: 4356.868652
	Iteration 0F: 3 clusters Score -748103.1 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -749590.625000 Penalty: 4356.868652
	Iteration 1F: 3 clusters Score -749590.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -749971.500000 Penalty: 4356.868652
	Iteration 2F: 3 clusters Score -749971.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -750301.750000 Penalty: 4356.868652
	Iteration 3F: 3 clusters Score -750301.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -750537.812500 Penalty: 4356.868652
	Iteration 4F: 3 clusters Score -750537.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -750748.187500 Penalty: 4356.868652
	Iteration 5Q: 3 clusters Score -750748.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -750950.250000 Penalty: 4356.868652
	Iteration 6Q: 3 clusters Score -750950.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -751116.687500 Penalty: 4356.868652
	Iteration 7Q: 3 clusters Score -751116.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -751286.375000 Penalty: 4356.868652
	Iteration 8Q: 3 clusters Score -751286.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -751427.125000 Penalty: 4356.868652
	Iteration 9Q: 3 clusters Score -751427.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -751537.812500 Penalty: 4356.868652
	Iteration 10Q: 3 clusters Score -751537.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -751636.750000 Penalty: 4356.868652
	Iteration 11Q: 3 clusters Score -751636.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -751737.500000 Penalty: 4356.868652
	Iteration 12Q: 3 clusters Score -751737.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -751813.937500 Penalty: 4356.868652
	Iteration 13Q: 3 clusters Score -751813.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -751869.937500 Penalty: 4356.868652
	Iteration 14Q: 3 clusters Score -751869.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -751918.312500 Penalty: 4356.868652
	Iteration 15Q: 3 clusters Score -751918.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -751966.312500 Penalty: 4356.868652
	Iteration 16Q: 3 clusters Score -751966.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -751999.125000 Penalty: 4356.868652
	Iteration 17Q: 3 clusters Score -751999.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -752021.812500 Penalty: 4356.868652
	Iteration 18Q: 3 clusters Score -752021.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -752032.500000 Penalty: 4356.868652
	Iteration 19Q: 3 clusters Score -752032.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -752040.875000 Penalty: 4356.868652
	Iteration 20F: 3 clusters Score -752040.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -752047.562500 Penalty: 4356.868652
	Iteration 21Q: 3 clusters Score -752047.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -752050.062500 Penalty: 4356.868652
	Iteration 22Q: 3 clusters Score -752050.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -752055.437500 Penalty: 4356.868652
	Iteration 23Q: 3 clusters Score -752055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -752054.562500 Penalty: 4356.868652
	Iteration 24Q: 3 clusters Score -752054.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -752057.750000 Penalty: 4356.868652
	Iteration 25Q: 3 clusters Score -752057.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -752060.250000 Penalty: 4356.868652
	Iteration 26Q: 3 clusters Score -752060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -752060.750000 Penalty: 4356.868652
	Iteration 27Q: 3 clusters Score -752060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -752062.812500 Penalty: 4356.868652
	Iteration 28Q: 3 clusters Score -752062.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -752065.375000 Penalty: 4356.868652
	Iteration 29Q: 3 clusters Score -752065.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -752067.437500 Penalty: 4356.868652
	Iteration 30Q: 3 clusters Score -752067.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -752069.937500 Penalty: 4356.868652
	Iteration 31Q: 3 clusters Score -752069.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -752070.500000 Penalty: 4356.868652
	Iteration 32Q: 3 clusters Score -752070.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -752070.125000 Penalty: 4356.868652
	Iteration 33Q: 3 clusters Score -752070.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -752070.250000 Penalty: 4356.868652
	Iteration 34Q: 3 clusters Score -752070.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -752070.250000 Penalty: 4356.868652
	Iteration 35F: 3 clusters Score -752070.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Entering Unmasked Estep 
Score: -735483.625000 Penalty: 2151.708984
	Iteration 0F: 2 clusters Score -735483.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -730470.937500 Penalty: 4303.417969
	Iteration 0F: 3 clusters Score -730470.9 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -731643.437500 Penalty: 4303.417969
	Iteration 1F: 3 clusters Score -731643.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -731862.500000 Penalty: 4303.417969
	Iteration 2F: 3 clusters Score -731862.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -732032.125000 Penalty: 4303.417969
	Iteration 3Q: 3 clusters Score -732032.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -732234.937500 Penalty: 4303.417969
	Iteration 4Q: 3 clusters Score -732234.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -732463.562500 Penalty: 4303.417969
	Iteration 5Q: 3 clusters Score -732463.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -732677.187500 Penalty: 4303.417969
	Iteration 6Q: 3 clusters Score -732677.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -732880.562500 Penalty: 4303.417969
	Iteration 7Q: 3 clusters Score -732880.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -733047.687500 Penalty: 4303.417969
	Iteration 8Q: 3 clusters Score -733047.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -733183.437500 Penalty: 4303.417969
	Iteration 9Q: 3 clusters Score -733183.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -733311.250000 Penalty: 4303.417969
	Iteration 10Q: 3 clusters Score -733311.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -733419.937500 Penalty: 4303.417969
	Iteration 11Q: 3 clusters Score -733419.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -733516.437500 Penalty: 4303.417969
	Iteration 12Q: 3 clusters Score -733516.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -733601.812500 Penalty: 4303.417969
	Iteration 13Q: 3 clusters Score -733601.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -733681.375000 Penalty: 4303.417969
	Iteration 14Q: 3 clusters Score -733681.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -733757.125000 Penalty: 4303.417969
	Iteration 15Q: 3 clusters Score -733757.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -733823.500000 Penalty: 4303.417969
	Iteration 16Q: 3 clusters Score -733823.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -733868.750000 Penalty: 4303.417969
	Iteration 17Q: 3 clusters Score -733868.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -733897.375000 Penalty: 4303.417969
	Iteration 18Q: 3 clusters Score -733897.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -733931.250000 Penalty: 4303.417969
	Iteration 19Q: 3 clusters Score -733931.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -733961.750000 Penalty: 4303.417969
	Iteration 20F: 3 clusters Score -733961.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -733983.812500 Penalty: 4303.417969
	Iteration 21Q: 3 clusters Score -733983.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -734012.375000 Penalty: 4303.417969
	Iteration 22Q: 3 clusters Score -734012.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -734039.625000 Penalty: 4303.417969
	Iteration 23Q: 3 clusters Score -734039.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -734060.250000 Penalty: 4303.417969
	Iteration 24Q: 3 clusters Score -734060.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -734077.500000 Penalty: 4303.417969
	Iteration 25Q: 3 clusters Score -734077.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -734090.062500 Penalty: 4303.417969
	Iteration 26Q: 3 clusters Score -734090.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -734100.937500 Penalty: 4303.417969
	Iteration 27Q: 3 clusters Score -734100.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -734111.562500 Penalty: 4303.417969
	Iteration 28Q: 3 clusters Score -734111.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -734122.875000 Penalty: 4303.417969
	Iteration 29Q: 3 clusters Score -734122.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -734129.812500 Penalty: 4303.417969
	Iteration 30Q: 3 clusters Score -734129.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -734136.375000 Penalty: 4303.417969
	Iteration 31Q: 3 clusters Score -734136.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -734141.937500 Penalty: 4303.417969
	Iteration 32Q: 3 clusters Score -734141.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -734149.625000 Penalty: 4303.417969
	Iteration 33Q: 3 clusters Score -734149.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -734159.000000 Penalty: 4303.417969
	Iteration 34Q: 3 clusters Score -734159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -734162.125000 Penalty: 4303.417969
	Iteration 35Q: 3 clusters Score -734162.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -734170.125000 Penalty: 4303.417969
	Iteration 36Q: 3 clusters Score -734170.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -734172.562500 Penalty: 4303.417969
	Iteration 37Q: 3 clusters Score -734172.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -734178.312500 Penalty: 4303.417969
	Iteration 38Q: 3 clusters Score -734178.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -734184.562500 Penalty: 4303.417969
	Iteration 39Q: 3 clusters Score -734184.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -734187.062500 Penalty: 4303.417969
	Iteration 40F: 3 clusters Score -734187.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -734188.125000 Penalty: 4303.417969
	Iteration 41Q: 3 clusters Score -734188.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -734189.250000 Penalty: 4303.417969
	Iteration 42Q: 3 clusters Score -734189.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -734191.187500 Penalty: 4303.417969
	Iteration 43Q: 3 clusters Score -734191.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -734193.062500 Penalty: 4303.417969
	Iteration 44Q: 3 clusters Score -734193.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -734194.437500 Penalty: 4303.417969
	Iteration 45Q: 3 clusters Score -734194.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -734196.000000 Penalty: 4303.417969
	Iteration 46Q: 3 clusters Score -734196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -734200.000000 Penalty: 4303.417969
	Iteration 47Q: 3 clusters Score -734200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -734203.312500 Penalty: 4303.417969
	Iteration 48Q: 3 clusters Score -734203.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -734204.000000 Penalty: 4303.417969
	Iteration 49Q: 3 clusters Score -734204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -734206.187500 Penalty: 4303.417969
	Iteration 50Q: 3 clusters Score -734206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -734206.375000 Penalty: 4303.417969
	Iteration 51Q: 3 clusters Score -734206.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -734206.875000 Penalty: 4303.417969
	Iteration 52Q: 3 clusters Score -734206.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -734208.062500 Penalty: 4303.417969
	Iteration 53Q: 3 clusters Score -734208.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -734208.187500 Penalty: 4303.417969
	Iteration 54Q: 3 clusters Score -734208.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -734209.312500 Penalty: 4303.417969
	Iteration 55Q: 3 clusters Score -734209.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -734210.750000 Penalty: 4303.417969
	Iteration 56Q: 3 clusters Score -734210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -734211.562500 Penalty: 4303.417969
	Iteration 57Q: 3 clusters Score -734211.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -734212.687500 Penalty: 4303.417969
	Iteration 58Q: 3 clusters Score -734212.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -734215.375000 Penalty: 4303.417969
	Iteration 59Q: 3 clusters Score -734215.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -734215.750000 Penalty: 4303.417969
	Iteration 60F: 3 clusters Score -734215.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Entering Unmasked Estep 
Score: -714284.625000 Penalty: 2133.453857
	Iteration 0F: 2 clusters Score -714284.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -709475.187500 Penalty: 4266.907715
	Iteration 0F: 3 clusters Score -709475.2 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -710668.875000 Penalty: 4266.907715
	Iteration 1F: 3 clusters Score -710668.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -710891.250000 Penalty: 4266.907715
	Iteration 2F: 3 clusters Score -710891.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -711031.625000 Penalty: 4266.907715
	Iteration 3Q: 3 clusters Score -711031.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -711109.500000 Penalty: 4266.907715
	Iteration 4Q: 3 clusters Score -711109.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -711178.125000 Penalty: 4266.907715
	Iteration 5Q: 3 clusters Score -711178.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -711226.750000 Penalty: 4266.907715
	Iteration 6Q: 3 clusters Score -711226.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -711265.687500 Penalty: 4266.907715
	Iteration 7Q: 3 clusters Score -711265.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -711298.062500 Penalty: 4266.907715
	Iteration 8Q: 3 clusters Score -711298.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -711326.375000 Penalty: 4266.907715
	Iteration 9Q: 3 clusters Score -711326.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -711347.875000 Penalty: 4266.907715
	Iteration 10Q: 3 clusters Score -711347.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -711361.375000 Penalty: 4266.907715
	Iteration 11Q: 3 clusters Score -711361.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -711373.250000 Penalty: 4266.907715
	Iteration 12Q: 3 clusters Score -711373.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -711383.562500 Penalty: 4266.907715
	Iteration 13Q: 3 clusters Score -711383.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -711395.062500 Penalty: 4266.907715
	Iteration 14Q: 3 clusters Score -711395.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -711404.750000 Penalty: 4266.907715
	Iteration 15Q: 3 clusters Score -711404.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -711413.687500 Penalty: 4266.907715
	Iteration 16Q: 3 clusters Score -711413.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -711422.875000 Penalty: 4266.907715
	Iteration 17Q: 3 clusters Score -711422.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -711431.875000 Penalty: 4266.907715
	Iteration 18Q: 3 clusters Score -711431.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -711440.625000 Penalty: 4266.907715
	Iteration 19Q: 3 clusters Score -711440.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -711450.375000 Penalty: 4266.907715
	Iteration 20F: 3 clusters Score -711450.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -711457.625000 Penalty: 4266.907715
	Iteration 21Q: 3 clusters Score -711457.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -711467.812500 Penalty: 4266.907715
	Iteration 22Q: 3 clusters Score -711467.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -711473.187500 Penalty: 4266.907715
	Iteration 23Q: 3 clusters Score -711473.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -711480.625000 Penalty: 4266.907715
	Iteration 24Q: 3 clusters Score -711480.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -711488.312500 Penalty: 4266.907715
	Iteration 25Q: 3 clusters Score -711488.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -711494.812500 Penalty: 4266.907715
	Iteration 26Q: 3 clusters Score -711494.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -711501.187500 Penalty: 4266.907715
	Iteration 27Q: 3 clusters Score -711501.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -711509.062500 Penalty: 4266.907715
	Iteration 28Q: 3 clusters Score -711509.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -711516.125000 Penalty: 4266.907715
	Iteration 29Q: 3 clusters Score -711516.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -711526.875000 Penalty: 4266.907715
	Iteration 30Q: 3 clusters Score -711526.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -711539.250000 Penalty: 4266.907715
	Iteration 31Q: 3 clusters Score -711539.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -711551.687500 Penalty: 4266.907715
	Iteration 32Q: 3 clusters Score -711551.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -711560.062500 Penalty: 4266.907715
	Iteration 33Q: 3 clusters Score -711560.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -711566.875000 Penalty: 4266.907715
	Iteration 34Q: 3 clusters Score -711566.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -711572.437500 Penalty: 4266.907715
	Iteration 35Q: 3 clusters Score -711572.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -711576.812500 Penalty: 4266.907715
	Iteration 36Q: 3 clusters Score -711576.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -711579.062500 Penalty: 4266.907715
	Iteration 37Q: 3 clusters Score -711579.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -711583.000000 Penalty: 4266.907715
	Iteration 38Q: 3 clusters Score -711583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -711586.562500 Penalty: 4266.907715
	Iteration 39Q: 3 clusters Score -711586.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -711588.062500 Penalty: 4266.907715
	Iteration 40F: 3 clusters Score -711588.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -711592.875000 Penalty: 4266.907715
	Iteration 41Q: 3 clusters Score -711592.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -711596.250000 Penalty: 4266.907715
	Iteration 42Q: 3 clusters Score -711596.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -711604.687500 Penalty: 4266.907715
	Iteration 43Q: 3 clusters Score -711604.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -711613.437500 Penalty: 4266.907715
	Iteration 44Q: 3 clusters Score -711613.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -711620.750000 Penalty: 4266.907715
	Iteration 45Q: 3 clusters Score -711620.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -711624.125000 Penalty: 4266.907715
	Iteration 46Q: 3 clusters Score -711624.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -711628.000000 Penalty: 4266.907715
	Iteration 47Q: 3 clusters Score -711628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -711633.562500 Penalty: 4266.907715
	Iteration 48Q: 3 clusters Score -711633.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -711638.687500 Penalty: 4266.907715
	Iteration 49Q: 3 clusters Score -711638.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -711645.187500 Penalty: 4266.907715
	Iteration 50Q: 3 clusters Score -711645.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -711652.312500 Penalty: 4266.907715
	Iteration 51Q: 3 clusters Score -711652.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -711658.750000 Penalty: 4266.907715
	Iteration 52Q: 3 clusters Score -711658.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -711664.875000 Penalty: 4266.907715
	Iteration 53Q: 3 clusters Score -711664.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -711672.500000 Penalty: 4266.907715
	Iteration 54Q: 3 clusters Score -711672.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -711680.125000 Penalty: 4266.907715
	Iteration 55Q: 3 clusters Score -711680.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -711689.812500 Penalty: 4266.907715
	Iteration 56Q: 3 clusters Score -711689.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -711706.625000 Penalty: 4266.907715
	Iteration 57Q: 3 clusters Score -711706.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -711724.562500 Penalty: 4266.907715
	Iteration 58Q: 3 clusters Score -711724.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -711740.062500 Penalty: 4266.907715
	Iteration 59Q: 3 clusters Score -711740.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -711755.187500 Penalty: 4266.907715
	Iteration 60F: 3 clusters Score -711755.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -711768.750000 Penalty: 4266.907715
	Iteration 61Q: 3 clusters Score -711768.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -711783.062500 Penalty: 4266.907715
	Iteration 62Q: 3 clusters Score -711783.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -711796.625000 Penalty: 4266.907715
	Iteration 63Q: 3 clusters Score -711796.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -711814.937500 Penalty: 4266.907715
	Iteration 64Q: 3 clusters Score -711814.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -711832.500000 Penalty: 4266.907715
	Iteration 65Q: 3 clusters Score -711832.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -711857.562500 Penalty: 4266.907715
	Iteration 66Q: 3 clusters Score -711857.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -711893.562500 Penalty: 4266.907715
	Iteration 67Q: 3 clusters Score -711893.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -711939.000000 Penalty: 4266.907715
	Iteration 68Q: 3 clusters Score -711939 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -711994.312500 Penalty: 4266.907715
	Iteration 69Q: 3 clusters Score -711994.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -712056.062500 Penalty: 4266.907715
	Iteration 70Q: 3 clusters Score -712056.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -712114.875000 Penalty: 4266.907715
	Iteration 71Q: 3 clusters Score -712114.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -712147.062500 Penalty: 4266.907715
	Iteration 72Q: 3 clusters Score -712147.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -712179.187500 Penalty: 4266.907715
	Iteration 73Q: 3 clusters Score -712179.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -712204.750000 Penalty: 4266.907715
	Iteration 74Q: 3 clusters Score -712204.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -712227.625000 Penalty: 4266.907715
	Iteration 75Q: 3 clusters Score -712227.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -712245.250000 Penalty: 4266.907715
	Iteration 76Q: 3 clusters Score -712245.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -712265.812500 Penalty: 4266.907715
	Iteration 77Q: 3 clusters Score -712265.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -712280.312500 Penalty: 4266.907715
	Iteration 78Q: 3 clusters Score -712280.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -712297.000000 Penalty: 4266.907715
	Iteration 79Q: 3 clusters Score -712297 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -712318.937500 Penalty: 4266.907715
	Iteration 80F: 3 clusters Score -712318.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -712333.687500 Penalty: 4266.907715
	Iteration 81Q: 3 clusters Score -712333.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -712342.437500 Penalty: 4266.907715
	Iteration 82Q: 3 clusters Score -712342.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -712347.937500 Penalty: 4266.907715
	Iteration 83Q: 3 clusters Score -712347.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -712352.812500 Penalty: 4266.907715
	Iteration 84Q: 3 clusters Score -712352.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -712354.000000 Penalty: 4266.907715
	Iteration 85Q: 3 clusters Score -712354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -712353.437500 Penalty: 4266.907715
	Iteration 86Q: 3 clusters Score -712353.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -712354.812500 Penalty: 4266.907715
	Iteration 87Q: 3 clusters Score -712354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -712355.062500 Penalty: 4266.907715
	Iteration 88Q: 3 clusters Score -712355.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -712355.062500 Penalty: 4266.907715
	Iteration 89F: 3 clusters Score -712355.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -101028.789062 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -101028.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -99211.062500 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -99211.06 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -99783.203125 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -99783.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100326.414062 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -100326.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -100731.382812 Penalty: 3390.784668
	Iteration 3F: 3 clusters Score -100731.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -100881.171875 Penalty: 3390.784668
	Iteration 4F: 3 clusters Score -100881.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -100977.914062 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -100977.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -101066.382812 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -101066.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -101122.914062 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -101122.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -101136.914062 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -101136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -101143.601562 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -101143.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -101145.796875 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -101145.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -101145.796875 Penalty: 3390.784668
	Iteration 11F: 3 clusters Score -101145.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 40975 members 
Mstep: Class 5 contains 26433 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 274838 members 
Mstep: Class 8 contains 40227 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6529 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 713 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58147 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 158920 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 218 members 
Entering Unmasked Estep 
Score: -90836448.000000 Penalty: 76903.515625
Splitting cluster 13 changes total score from -90838048.000000 to -90836448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -290887.687500 Penalty: 1919.576904
	Iteration 0F: 2 clusters Score -290887.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -288083.750000 Penalty: 3839.153809
	Iteration 0F: 3 clusters Score -288083.8 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -288530.968750 Penalty: 3839.153809
	Iteration 1F: 3 clusters Score -288531 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -288659.125000 Penalty: 3839.153809
	Iteration 2F: 3 clusters Score -288659.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -288733.218750 Penalty: 3839.153809
	Iteration 3Q: 3 clusters Score -288733.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -288791.000000 Penalty: 3839.153809
	Iteration 4Q: 3 clusters Score -288791 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -288834.750000 Penalty: 3839.153809
	Iteration 5Q: 3 clusters Score -288834.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -288862.468750 Penalty: 3839.153809
	Iteration 6Q: 3 clusters Score -288862.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -288884.031250 Penalty: 3839.153809
	Iteration 7Q: 3 clusters Score -288884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -288899.500000 Penalty: 3839.153809
	Iteration 8Q: 3 clusters Score -288899.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -288915.437500 Penalty: 3839.153809
	Iteration 9Q: 3 clusters Score -288915.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -288925.656250 Penalty: 3839.153809
	Iteration 10Q: 3 clusters Score -288925.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -288935.937500 Penalty: 3839.153809
	Iteration 11Q: 3 clusters Score -288935.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -288943.562500 Penalty: 3839.153809
	Iteration 12Q: 3 clusters Score -288943.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -288954.812500 Penalty: 3839.153809
	Iteration 13Q: 3 clusters Score -288954.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -288964.250000 Penalty: 3839.153809
	Iteration 14Q: 3 clusters Score -288964.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -288978.437500 Penalty: 3839.153809
	Iteration 15Q: 3 clusters Score -288978.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -288987.562500 Penalty: 3839.153809
	Iteration 16Q: 3 clusters Score -288987.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -288992.875000 Penalty: 3839.153809
	Iteration 17Q: 3 clusters Score -288992.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -288997.343750 Penalty: 3839.153809
	Iteration 18Q: 3 clusters Score -288997.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -289001.375000 Penalty: 3839.153809
	Iteration 19Q: 3 clusters Score -289001.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -289003.562500 Penalty: 3839.153809
	Iteration 20F: 3 clusters Score -289003.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -289004.531250 Penalty: 3839.153809
	Iteration 21Q: 3 clusters Score -289004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -289005.031250 Penalty: 3839.153809
	Iteration 22Q: 3 clusters Score -289005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -289006.250000 Penalty: 3839.153809
	Iteration 23Q: 3 clusters Score -289006.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -289007.093750 Penalty: 3839.153809
	Iteration 24Q: 3 clusters Score -289007.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -289008.500000 Penalty: 3839.153809
	Iteration 25Q: 3 clusters Score -289008.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -289011.250000 Penalty: 3839.153809
	Iteration 26Q: 3 clusters Score -289011.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -289012.437500 Penalty: 3839.153809
	Iteration 27Q: 3 clusters Score -289012.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -289013.250000 Penalty: 3839.153809
	Iteration 28Q: 3 clusters Score -289013.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -289013.437500 Penalty: 3839.153809
	Iteration 29Q: 3 clusters Score -289013.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -289013.437500 Penalty: 3839.153809
	Iteration 30F: 3 clusters Score -289013.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Entering Unmasked Estep 
Score: -1665764.500000 Penalty: 2353.617676
	Iteration 0F: 2 clusters Score -1665764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1656017.750000 Penalty: 4707.235352
	Iteration 0F: 3 clusters Score -1656018 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1659099.750000 Penalty: 4707.235352
	Iteration 1F: 3 clusters Score -1659100 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1659595.250000 Penalty: 4707.235352
	Iteration 2F: 3 clusters Score -1659595 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1660079.375000 Penalty: 4707.235352
	Iteration 3F: 3 clusters Score -1660079 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1660568.625000 Penalty: 4707.235352
	Iteration 4F: 3 clusters Score -1660569 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1661069.625000 Penalty: 4707.235352
	Iteration 5F: 3 clusters Score -1661070 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1661450.750000 Penalty: 4707.235352
	Iteration 6F: 3 clusters Score -1661451 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1661806.375000 Penalty: 4707.235352
	Iteration 7Q: 3 clusters Score -1661806 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1662145.375000 Penalty: 4707.235352
	Iteration 8Q: 3 clusters Score -1662145 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1662455.000000 Penalty: 4707.235352
	Iteration 9Q: 3 clusters Score -1662455 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1662712.125000 Penalty: 4707.235352
	Iteration 10Q: 3 clusters Score -1662712 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1662933.750000 Penalty: 4707.235352
	Iteration 11Q: 3 clusters Score -1662934 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1663141.375000 Penalty: 4707.235352
	Iteration 12Q: 3 clusters Score -1663141 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1663310.500000 Penalty: 4707.235352
	Iteration 13Q: 3 clusters Score -1663310 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1663438.750000 Penalty: 4707.235352
	Iteration 14Q: 3 clusters Score -1663439 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1663579.875000 Penalty: 4707.235352
	Iteration 15Q: 3 clusters Score -1663580 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1663688.875000 Penalty: 4707.235352
	Iteration 16Q: 3 clusters Score -1663689 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1663786.125000 Penalty: 4707.235352
	Iteration 17Q: 3 clusters Score -1663786 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1663851.875000 Penalty: 4707.235352
	Iteration 18Q: 3 clusters Score -1663852 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1663905.500000 Penalty: 4707.235352
	Iteration 19Q: 3 clusters Score -1663906 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1663935.125000 Penalty: 4707.235352
	Iteration 20F: 3 clusters Score -1663935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1663965.500000 Penalty: 4707.235352
	Iteration 21Q: 3 clusters Score -1663966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1663983.750000 Penalty: 4707.235352
	Iteration 22Q: 3 clusters Score -1663984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1664000.000000 Penalty: 4707.235352
	Iteration 23Q: 3 clusters Score -1664000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1664007.000000 Penalty: 4707.235352
	Iteration 24Q: 3 clusters Score -1664007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1664013.125000 Penalty: 4707.235352
	Iteration 25Q: 3 clusters Score -1664013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1664021.500000 Penalty: 4707.235352
	Iteration 26Q: 3 clusters Score -1664022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1664024.000000 Penalty: 4707.235352
	Iteration 27Q: 3 clusters Score -1664024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1664024.250000 Penalty: 4707.235352
	Iteration 28Q: 3 clusters Score -1664024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1664023.500000 Penalty: 4707.235352
	Iteration 29Q: 3 clusters Score -1664024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1664032.375000 Penalty: 4707.235352
	Iteration 30Q: 3 clusters Score -1664032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1664030.375000 Penalty: 4707.235352
	Iteration 31Q: 3 clusters Score -1664030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1664035.875000 Penalty: 4707.235352
	Iteration 32Q: 3 clusters Score -1664036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1664037.500000 Penalty: 4707.235352
	Iteration 33Q: 3 clusters Score -1664038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1664038.000000 Penalty: 4707.235352
	Iteration 34Q: 3 clusters Score -1664038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1664038.625000 Penalty: 4707.235352
	Iteration 35Q: 3 clusters Score -1664039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1664040.000000 Penalty: 4707.235352
	Iteration 36Q: 3 clusters Score -1664040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1664041.375000 Penalty: 4707.235352
	Iteration 37Q: 3 clusters Score -1664041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1664041.750000 Penalty: 4707.235352
	Iteration 38Q: 3 clusters Score -1664042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1664041.750000 Penalty: 4707.235352
	Iteration 39F: 3 clusters Score -1664042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Entering Unmasked Estep 
Score: -605043.750000 Penalty: 2127.041992
	Iteration 0F: 2 clusters Score -605043.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -600345.625000 Penalty: 4254.083984
	Iteration 0F: 3 clusters Score -600345.6 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -601488.812500 Penalty: 4254.083984
	Iteration 1F: 3 clusters Score -601488.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -601748.062500 Penalty: 4254.083984
	Iteration 2F: 3 clusters Score -601748.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -601929.625000 Penalty: 4254.083984
	Iteration 3F: 3 clusters Score -601929.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -602042.062500 Penalty: 4254.083984
	Iteration 4Q: 3 clusters Score -602042.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -602113.375000 Penalty: 4254.083984
	Iteration 5Q: 3 clusters Score -602113.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -602187.312500 Penalty: 4254.083984
	Iteration 6Q: 3 clusters Score -602187.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -602254.500000 Penalty: 4254.083984
	Iteration 7Q: 3 clusters Score -602254.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -602315.562500 Penalty: 4254.083984
	Iteration 8Q: 3 clusters Score -602315.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -602378.875000 Penalty: 4254.083984
	Iteration 9Q: 3 clusters Score -602378.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -602436.875000 Penalty: 4254.083984
	Iteration 10Q: 3 clusters Score -602436.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -602489.875000 Penalty: 4254.083984
	Iteration 11Q: 3 clusters Score -602489.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -602537.250000 Penalty: 4254.083984
	Iteration 12Q: 3 clusters Score -602537.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -602585.937500 Penalty: 4254.083984
	Iteration 13Q: 3 clusters Score -602585.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -602627.375000 Penalty: 4254.083984
	Iteration 14Q: 3 clusters Score -602627.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -602676.687500 Penalty: 4254.083984
	Iteration 15Q: 3 clusters Score -602676.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -602726.875000 Penalty: 4254.083984
	Iteration 16Q: 3 clusters Score -602726.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -602760.125000 Penalty: 4254.083984
	Iteration 17Q: 3 clusters Score -602760.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -602794.750000 Penalty: 4254.083984
	Iteration 18Q: 3 clusters Score -602794.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -602827.687500 Penalty: 4254.083984
	Iteration 19Q: 3 clusters Score -602827.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -602862.062500 Penalty: 4254.083984
	Iteration 20F: 3 clusters Score -602862.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -602886.000000 Penalty: 4254.083984
	Iteration 21Q: 3 clusters Score -602886 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -602909.562500 Penalty: 4254.083984
	Iteration 22Q: 3 clusters Score -602909.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -602938.375000 Penalty: 4254.083984
	Iteration 23Q: 3 clusters Score -602938.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -602973.625000 Penalty: 4254.083984
	Iteration 24Q: 3 clusters Score -602973.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -603013.125000 Penalty: 4254.083984
	Iteration 25Q: 3 clusters Score -603013.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -603053.187500 Penalty: 4254.083984
	Iteration 26Q: 3 clusters Score -603053.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -603098.625000 Penalty: 4254.083984
	Iteration 27Q: 3 clusters Score -603098.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -603149.812500 Penalty: 4254.083984
	Iteration 28Q: 3 clusters Score -603149.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -603208.625000 Penalty: 4254.083984
	Iteration 29Q: 3 clusters Score -603208.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -603279.312500 Penalty: 4254.083984
	Iteration 30Q: 3 clusters Score -603279.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -603369.250000 Penalty: 4254.083984
	Iteration 31Q: 3 clusters Score -603369.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -603449.250000 Penalty: 4254.083984
	Iteration 32Q: 3 clusters Score -603449.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -603539.312500 Penalty: 4254.083984
	Iteration 33Q: 3 clusters Score -603539.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -603621.937500 Penalty: 4254.083984
	Iteration 34Q: 3 clusters Score -603621.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -603709.500000 Penalty: 4254.083984
	Iteration 35Q: 3 clusters Score -603709.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -603788.437500 Penalty: 4254.083984
	Iteration 36Q: 3 clusters Score -603788.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -603877.250000 Penalty: 4254.083984
	Iteration 37Q: 3 clusters Score -603877.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -603958.187500 Penalty: 4254.083984
	Iteration 38Q: 3 clusters Score -603958.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -604029.625000 Penalty: 4254.083984
	Iteration 39Q: 3 clusters Score -604029.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -604058.437500 Penalty: 4254.083984
	Iteration 40F: 3 clusters Score -604058.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -604079.312500 Penalty: 4254.083984
	Iteration 41Q: 3 clusters Score -604079.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -604098.687500 Penalty: 4254.083984
	Iteration 42Q: 3 clusters Score -604098.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -604123.250000 Penalty: 4254.083984
	Iteration 43Q: 3 clusters Score -604123.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -604145.812500 Penalty: 4254.083984
	Iteration 44Q: 3 clusters Score -604145.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -604181.687500 Penalty: 4254.083984
	Iteration 45Q: 3 clusters Score -604181.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -604213.312500 Penalty: 4254.083984
	Iteration 46Q: 3 clusters Score -604213.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -604235.625000 Penalty: 4254.083984
	Iteration 47Q: 3 clusters Score -604235.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -604240.500000 Penalty: 4254.083984
	Iteration 48Q: 3 clusters Score -604240.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -604242.562500 Penalty: 4254.083984
	Iteration 49Q: 3 clusters Score -604242.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -604246.500000 Penalty: 4254.083984
	Iteration 50Q: 3 clusters Score -604246.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -604247.312500 Penalty: 4254.083984
	Iteration 51Q: 3 clusters Score -604247.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -604248.062500 Penalty: 4254.083984
	Iteration 52Q: 3 clusters Score -604248.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -604248.062500 Penalty: 4254.083984
	Iteration 53F: 3 clusters Score -604248.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Entering Unmasked Estep 
Score: -7438150.500000 Penalty: 2720.740967
	Iteration 0F: 2 clusters Score -7438150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -7399117.000000 Penalty: 5441.481934
	Iteration 0F: 3 clusters Score -7399117 nChanged 26965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -7414003.500000 Penalty: 5441.481934
	Iteration 1F: 3 clusters Score -7414004 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -7414547.500000 Penalty: 5441.481934
	Iteration 2Q: 3 clusters Score -7414548 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -7415017.000000 Penalty: 5441.481934
	Iteration 3Q: 3 clusters Score -7415017 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -7415526.000000 Penalty: 5441.481934
	Iteration 4Q: 3 clusters Score -7415526 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -7416069.000000 Penalty: 5441.481934
	Iteration 5Q: 3 clusters Score -7416069 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -7416896.000000 Penalty: 5441.481934
	Iteration 6Q: 3 clusters Score -7416896 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -7418133.000000 Penalty: 5441.481934
	Iteration 7Q: 3 clusters Score -7418133 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -7420013.500000 Penalty: 5441.481934
	Iteration 8F: 3 clusters Score -7420014 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -7422874.000000 Penalty: 5441.481934
	Iteration 9F: 3 clusters Score -7422874 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -7426162.500000 Penalty: 5441.481934
	Iteration 10F: 3 clusters Score -7426162 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -7429285.500000 Penalty: 5441.481934
	Iteration 11F: 3 clusters Score -7429286 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -7431687.500000 Penalty: 5441.481934
	Iteration 12Q: 3 clusters Score -7431688 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -7433484.500000 Penalty: 5441.481934
	Iteration 13Q: 3 clusters Score -7433484 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7434565.000000 Penalty: 5441.481934
	Iteration 14Q: 3 clusters Score -7434565 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57340 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7435118.000000 Penalty: 5441.481934
	Iteration 15Q: 3 clusters Score -7435118 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7435386.000000 Penalty: 5441.481934
	Iteration 16Q: 3 clusters Score -7435386 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7435512.000000 Penalty: 5441.481934
	Iteration 17Q: 3 clusters Score -7435512 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7435585.000000 Penalty: 5441.481934
	Iteration 18Q: 3 clusters Score -7435585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7435640.000000 Penalty: 5441.481934
	Iteration 19Q: 3 clusters Score -7435640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7435669.000000 Penalty: 5441.481934
	Iteration 20F: 3 clusters Score -7435669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7435673.000000 Penalty: 5441.481934
	Iteration 21Q: 3 clusters Score -7435673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7435675.500000 Penalty: 5441.481934
	Iteration 22Q: 3 clusters Score -7435676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7435684.500000 Penalty: 5441.481934
	Iteration 23Q: 3 clusters Score -7435684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7435682.000000 Penalty: 5441.481934
	Iteration 24Q: 3 clusters Score -7435682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57880 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7435678.500000 Penalty: 5441.481934
	Iteration 25Q: 3 clusters Score -7435678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57882 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7435688.000000 Penalty: 5441.481934
	Iteration 26Q: 3 clusters Score -7435688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57885 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7435693.500000 Penalty: 5441.481934
	Iteration 27Q: 3 clusters Score -7435694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7435696.000000 Penalty: 5441.481934
	Iteration 28Q: 3 clusters Score -7435696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7435707.500000 Penalty: 5441.481934
	Iteration 29Q: 3 clusters Score -7435708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57894 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7435715.000000 Penalty: 5441.481934
	Iteration 30Q: 3 clusters Score -7435715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57897 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7435726.500000 Penalty: 5441.481934
	Iteration 31Q: 3 clusters Score -7435726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7435729.000000 Penalty: 5441.481934
	Iteration 32Q: 3 clusters Score -7435729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7435733.000000 Penalty: 5441.481934
	Iteration 33Q: 3 clusters Score -7435733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7435736.500000 Penalty: 5441.481934
	Iteration 34Q: 3 clusters Score -7435736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7435747.000000 Penalty: 5441.481934
	Iteration 35Q: 3 clusters Score -7435747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7435747.000000 Penalty: 5441.481934
	Iteration 36F: 3 clusters Score -7435747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -37404.773438 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -37404.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36086.304688 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -36086.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36327.027344 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -36327.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36430.984375 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -36430.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36506.308594 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -36506.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36553.121094 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -36553.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36607.070312 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -36607.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36657.214844 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -36657.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36705.417969 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -36705.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36796.144531 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -36796.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36871.980469 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -36871.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36936.941406 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -36936.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36988.437500 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -36988.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36988.437500 Penalty: 2905.534668
	Iteration 12F: 3 clusters Score -36988.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Entering Unmasked Estep 
Score: -1928901.625000 Penalty: 2380.753174
	Iteration 0F: 2 clusters Score -1928902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1918138.000000 Penalty: 4761.506348
	Iteration 0F: 3 clusters Score -1918138 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1921449.875000 Penalty: 4761.506348
	Iteration 1F: 3 clusters Score -1921450 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1921771.875000 Penalty: 4761.506348
	Iteration 2F: 3 clusters Score -1921772 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1922058.250000 Penalty: 4761.506348
	Iteration 3Q: 3 clusters Score -1922058 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1922324.500000 Penalty: 4761.506348
	Iteration 4Q: 3 clusters Score -1922324 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1922613.375000 Penalty: 4761.506348
	Iteration 5Q: 3 clusters Score -1922613 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1923004.750000 Penalty: 4761.506348
	Iteration 6Q: 3 clusters Score -1923005 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1923539.375000 Penalty: 4761.506348
	Iteration 7F: 3 clusters Score -1923539 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1924234.750000 Penalty: 4761.506348
	Iteration 8F: 3 clusters Score -1924235 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1925023.000000 Penalty: 4761.506348
	Iteration 9F: 3 clusters Score -1925023 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1925722.875000 Penalty: 4761.506348
	Iteration 10F: 3 clusters Score -1925723 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1926216.875000 Penalty: 4761.506348
	Iteration 11Q: 3 clusters Score -1926217 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -1926510.625000 Penalty: 4761.506348
	Iteration 12Q: 3 clusters Score -1926511 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1926660.750000 Penalty: 4761.506348
	Iteration 13Q: 3 clusters Score -1926661 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1926710.375000 Penalty: 4761.506348
	Iteration 14Q: 3 clusters Score -1926710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1926756.500000 Penalty: 4761.506348
	Iteration 15Q: 3 clusters Score -1926756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1926792.000000 Penalty: 4761.506348
	Iteration 16Q: 3 clusters Score -1926792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1926807.125000 Penalty: 4761.506348
	Iteration 17Q: 3 clusters Score -1926807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1926830.750000 Penalty: 4761.506348
	Iteration 18Q: 3 clusters Score -1926831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1926844.500000 Penalty: 4761.506348
	Iteration 19Q: 3 clusters Score -1926844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1926858.625000 Penalty: 4761.506348
	Iteration 20F: 3 clusters Score -1926859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1926866.750000 Penalty: 4761.506348
	Iteration 21Q: 3 clusters Score -1926867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1926868.625000 Penalty: 4761.506348
	Iteration 22Q: 3 clusters Score -1926869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1926874.500000 Penalty: 4761.506348
	Iteration 23Q: 3 clusters Score -1926874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1926874.500000 Penalty: 4761.506348
	Iteration 24F: 3 clusters Score -1926874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158920 members 
Entering Unmasked Estep 
Score: -20662118.000000 Penalty: 2970.086670
	Iteration 0F: 2 clusters Score -2.066212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -20557054.000000 Penalty: 5940.173340
	Iteration 0F: 3 clusters Score -2.055705e+07 nChanged 76064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78415 members 
Mstep: Class 2 contains 80505 members 
Entering Unmasked Estep 
Score: -20602012.000000 Penalty: 5940.173340
	Iteration 1F: 3 clusters Score -2.060201e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77576 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -20604298.000000 Penalty: 5940.173340
	Iteration 2Q: 3 clusters Score -2.06043e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 82618 members 
Entering Unmasked Estep 
Score: -20607536.000000 Penalty: 5940.173340
	Iteration 3Q: 3 clusters Score -2.060754e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74128 members 
Mstep: Class 2 contains 84792 members 
Entering Unmasked Estep 
Score: -20611956.000000 Penalty: 5940.173340
	Iteration 4F: 3 clusters Score -2.061196e+07 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70928 members 
Mstep: Class 2 contains 87992 members 
Entering Unmasked Estep 
Score: -20617608.000000 Penalty: 5940.173340
	Iteration 5F: 3 clusters Score -2.061761e+07 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 92103 members 
Entering Unmasked Estep 
Score: -20624696.000000 Penalty: 5940.173340
	Iteration 6F: 3 clusters Score -2.06247e+07 nChanged 10900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 96829 members 
Entering Unmasked Estep 
Score: -20632608.000000 Penalty: 5940.173340
	Iteration 7F: 3 clusters Score -2.063261e+07 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Mstep: Class 2 contains 101017 members 
Entering Unmasked Estep 
Score: -20639546.000000 Penalty: 5940.173340
	Iteration 8F: 3 clusters Score -2.063955e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 104338 members 
Entering Unmasked Estep 
Score: -20643458.000000 Penalty: 5940.173340
	Iteration 9Q: 3 clusters Score -2.064346e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 107107 members 
Entering Unmasked Estep 
Score: -20645384.000000 Penalty: 5940.173340
	Iteration 10Q: 3 clusters Score -2.064538e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 109773 members 
Entering Unmasked Estep 
Score: -20646508.000000 Penalty: 5940.173340
	Iteration 11Q: 3 clusters Score -2.064651e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 112381 members 
Entering Unmasked Estep 
Score: -20647548.000000 Penalty: 5940.173340
	Iteration 12Q: 3 clusters Score -2.064755e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 114922 members 
Entering Unmasked Estep 
Score: -20648560.000000 Penalty: 5940.173340
	Iteration 13Q: 3 clusters Score -2.064856e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 117443 members 
Entering Unmasked Estep 
Score: -20649634.000000 Penalty: 5940.173340
	Iteration 14Q: 3 clusters Score -2.064963e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 119905 members 
Entering Unmasked Estep 
Score: -20650572.000000 Penalty: 5940.173340
	Iteration 15Q: 3 clusters Score -2.065057e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 122249 members 
Entering Unmasked Estep 
Score: -20651602.000000 Penalty: 5940.173340
	Iteration 16Q: 3 clusters Score -2.06516e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 124435 members 
Entering Unmasked Estep 
Score: -20652582.000000 Penalty: 5940.173340
	Iteration 17Q: 3 clusters Score -2.065258e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 126499 members 
Entering Unmasked Estep 
Score: -20653410.000000 Penalty: 5940.173340
	Iteration 18Q: 3 clusters Score -2.065341e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 128494 members 
Entering Unmasked Estep 
Score: -20654038.000000 Penalty: 5940.173340
	Iteration 19Q: 3 clusters Score -2.065404e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 130428 members 
Entering Unmasked Estep 
Score: -20654760.000000 Penalty: 5940.173340
	Iteration 20F: 3 clusters Score -2.065476e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 132266 members 
Entering Unmasked Estep 
Score: -20655294.000000 Penalty: 5940.173340
	Iteration 21Q: 3 clusters Score -2.065529e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 134003 members 
Entering Unmasked Estep 
Score: -20655864.000000 Penalty: 5940.173340
	Iteration 22Q: 3 clusters Score -2.065586e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 135634 members 
Entering Unmasked Estep 
Score: -20656362.000000 Penalty: 5940.173340
	Iteration 23Q: 3 clusters Score -2.065636e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 137215 members 
Entering Unmasked Estep 
Score: -20656942.000000 Penalty: 5940.173340
	Iteration 24Q: 3 clusters Score -2.065694e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 138678 members 
Entering Unmasked Estep 
Score: -20657360.000000 Penalty: 5940.173340
	Iteration 25Q: 3 clusters Score -2.065736e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 140115 members 
Entering Unmasked Estep 
Score: -20657768.000000 Penalty: 5940.173340
	Iteration 26Q: 3 clusters Score -2.065777e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 141492 members 
Entering Unmasked Estep 
Score: -20658196.000000 Penalty: 5940.173340
	Iteration 27Q: 3 clusters Score -2.06582e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 142770 members 
Entering Unmasked Estep 
Score: -20658704.000000 Penalty: 5940.173340
	Iteration 28Q: 3 clusters Score -2.06587e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 144051 members 
Entering Unmasked Estep 
Score: -20659194.000000 Penalty: 5940.173340
	Iteration 29Q: 3 clusters Score -2.065919e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 145256 members 
Entering Unmasked Estep 
Score: -20659432.000000 Penalty: 5940.173340
	Iteration 30Q: 3 clusters Score -2.065943e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 146356 members 
Entering Unmasked Estep 
Score: -20659810.000000 Penalty: 5940.173340
	Iteration 31Q: 3 clusters Score -2.065981e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 147372 members 
Entering Unmasked Estep 
Score: -20660002.000000 Penalty: 5940.173340
	Iteration 32Q: 3 clusters Score -2.066e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 148259 members 
Entering Unmasked Estep 
Score: -20660280.000000 Penalty: 5940.173340
	Iteration 33Q: 3 clusters Score -2.066028e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 149085 members 
Entering Unmasked Estep 
Score: -20660554.000000 Penalty: 5940.173340
	Iteration 34Q: 3 clusters Score -2.066055e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 149799 members 
Entering Unmasked Estep 
Score: -20660754.000000 Penalty: 5940.173340
	Iteration 35Q: 3 clusters Score -2.066075e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 150386 members 
Entering Unmasked Estep 
Score: -20660906.000000 Penalty: 5940.173340
	Iteration 36Q: 3 clusters Score -2.066091e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 150907 members 
Entering Unmasked Estep 
Score: -20661120.000000 Penalty: 5940.173340
	Iteration 37Q: 3 clusters Score -2.066112e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 151386 members 
Entering Unmasked Estep 
Score: -20661228.000000 Penalty: 5940.173340
	Iteration 38Q: 3 clusters Score -2.066123e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 151781 members 
Entering Unmasked Estep 
Score: -20661284.000000 Penalty: 5940.173340
	Iteration 39Q: 3 clusters Score -2.066128e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 152112 members 
Entering Unmasked Estep 
Score: -20661352.000000 Penalty: 5940.173340
	Iteration 40F: 3 clusters Score -2.066135e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 152418 members 
Entering Unmasked Estep 
Score: -20661402.000000 Penalty: 5940.173340
	Iteration 41Q: 3 clusters Score -2.06614e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 152659 members 
Entering Unmasked Estep 
Score: -20661418.000000 Penalty: 5940.173340
	Iteration 42Q: 3 clusters Score -2.066142e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 152871 members 
Entering Unmasked Estep 
Score: -20661464.000000 Penalty: 5940.173340
	Iteration 43Q: 3 clusters Score -2.066146e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 153059 members 
Entering Unmasked Estep 
Score: -20661432.000000 Penalty: 5940.173340
	Iteration 44Q: 3 clusters Score -2.066143e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 153248 members 
Entering Unmasked Estep 
Score: -20661464.000000 Penalty: 5940.173340
	Iteration 45Q: 3 clusters Score -2.066146e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 153436 members 
Entering Unmasked Estep 
Score: -20661520.000000 Penalty: 5940.173340
	Iteration 46Q: 3 clusters Score -2.066152e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 153583 members 
Entering Unmasked Estep 
Score: -20661526.000000 Penalty: 5940.173340
	Iteration 47Q: 3 clusters Score -2.066153e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 153720 members 
Entering Unmasked Estep 
Score: -20661528.000000 Penalty: 5940.173340
	Iteration 48Q: 3 clusters Score -2.066153e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 153828 members 
Entering Unmasked Estep 
Score: -20661536.000000 Penalty: 5940.173340
	Iteration 49Q: 3 clusters Score -2.066154e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 153915 members 
Entering Unmasked Estep 
Score: -20661542.000000 Penalty: 5940.173340
	Iteration 50Q: 3 clusters Score -2.066154e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 153998 members 
Entering Unmasked Estep 
Score: -20661540.000000 Penalty: 5940.173340
	Iteration 51Q: 3 clusters Score -2.066154e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 154076 members 
Entering Unmasked Estep 
Score: -20661540.000000 Penalty: 5940.173340
	Iteration 52Q: 3 clusters Score -2.066154e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 154145 members 
Entering Unmasked Estep 
Score: -20661566.000000 Penalty: 5940.173340
	Iteration 53Q: 3 clusters Score -2.066157e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 154222 members 
Entering Unmasked Estep 
Score: -20661544.000000 Penalty: 5940.173340
	Iteration 54Q: 3 clusters Score -2.066154e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 154302 members 
Entering Unmasked Estep 
Score: -20661574.000000 Penalty: 5940.173340
	Iteration 55Q: 3 clusters Score -2.066157e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 154378 members 
Entering Unmasked Estep 
Score: -20661546.000000 Penalty: 5940.173340
	Iteration 56Q: 3 clusters Score -2.066155e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 154436 members 
Entering Unmasked Estep 
Score: -20661602.000000 Penalty: 5940.173340
	Iteration 57Q: 3 clusters Score -2.06616e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 154485 members 
Entering Unmasked Estep 
Score: -20661598.000000 Penalty: 5940.173340
	Iteration 58Q: 3 clusters Score -2.06616e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 154523 members 
Entering Unmasked Estep 
Score: -20661588.000000 Penalty: 5940.173340
	Iteration 59Q: 3 clusters Score -2.066159e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 154563 members 
Entering Unmasked Estep 
Score: -20661580.000000 Penalty: 5940.173340
	Iteration 60F: 3 clusters Score -2.066158e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 154594 members 
Entering Unmasked Estep 
Score: -20661578.000000 Penalty: 5940.173340
	Iteration 61Q: 3 clusters Score -2.066158e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 154626 members 
Entering Unmasked Estep 
Score: -20661590.000000 Penalty: 5940.173340
	Iteration 62Q: 3 clusters Score -2.066159e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 154649 members 
Entering Unmasked Estep 
Score: -20661588.000000 Penalty: 5940.173340
	Iteration 63Q: 3 clusters Score -2.066159e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 154681 members 
Entering Unmasked Estep 
Score: -20661588.000000 Penalty: 5940.173340
	Iteration 64Q: 3 clusters Score -2.066159e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 154706 members 
Entering Unmasked Estep 
Score: -20661590.000000 Penalty: 5940.173340
	Iteration 65Q: 3 clusters Score -2.066159e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 154739 members 
Entering Unmasked Estep 
Score: -20661578.000000 Penalty: 5940.173340
	Iteration 66Q: 3 clusters Score -2.066158e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 154764 members 
Entering Unmasked Estep 
Score: -20661586.000000 Penalty: 5940.173340
	Iteration 67Q: 3 clusters Score -2.066159e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 154791 members 
Entering Unmasked Estep 
Score: -20661594.000000 Penalty: 5940.173340
	Iteration 68Q: 3 clusters Score -2.066159e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 154824 members 
Entering Unmasked Estep 
Score: -20661602.000000 Penalty: 5940.173340
	Iteration 69Q: 3 clusters Score -2.06616e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 154848 members 
Entering Unmasked Estep 
Score: -20661584.000000 Penalty: 5940.173340
	Iteration 70Q: 3 clusters Score -2.066158e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 154873 members 
Entering Unmasked Estep 
Score: -20661580.000000 Penalty: 5940.173340
	Iteration 71Q: 3 clusters Score -2.066158e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 154902 members 
Entering Unmasked Estep 
Score: -20661596.000000 Penalty: 5940.173340
	Iteration 72Q: 3 clusters Score -2.06616e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 154937 members 
Entering Unmasked Estep 
Score: -20661616.000000 Penalty: 5940.173340
	Iteration 73Q: 3 clusters Score -2.066162e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 154966 members 
Entering Unmasked Estep 
Score: -20661596.000000 Penalty: 5940.173340
	Iteration 74Q: 3 clusters Score -2.06616e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 154990 members 
Entering Unmasked Estep 
Score: -20661582.000000 Penalty: 5940.173340
	Iteration 75Q: 3 clusters Score -2.066158e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 155009 members 
Entering Unmasked Estep 
Score: -20661584.000000 Penalty: 5940.173340
	Iteration 76Q: 3 clusters Score -2.066158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 155026 members 
Entering Unmasked Estep 
Score: -20661572.000000 Penalty: 5940.173340
	Iteration 77Q: 3 clusters Score -2.066157e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 155053 members 
Entering Unmasked Estep 
Score: -20661576.000000 Penalty: 5940.173340
	Iteration 78Q: 3 clusters Score -2.066158e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 155079 members 
Entering Unmasked Estep 
Score: -20661602.000000 Penalty: 5940.173340
	Iteration 79Q: 3 clusters Score -2.06616e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 155107 members 
Entering Unmasked Estep 
Score: -20661602.000000 Penalty: 5940.173340
	Iteration 80F: 3 clusters Score -2.06616e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 155124 members 
Entering Unmasked Estep 
Score: -20661580.000000 Penalty: 5940.173340
	Iteration 81Q: 3 clusters Score -2.066158e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 155147 members 
Entering Unmasked Estep 
Score: -20661582.000000 Penalty: 5940.173340
	Iteration 82Q: 3 clusters Score -2.066158e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 155163 members 
Entering Unmasked Estep 
Score: -20661588.000000 Penalty: 5940.173340
	Iteration 83Q: 3 clusters Score -2.066159e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 155185 members 
Entering Unmasked Estep 
Score: -20661604.000000 Penalty: 5940.173340
	Iteration 84Q: 3 clusters Score -2.06616e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 155206 members 
Entering Unmasked Estep 
Score: -20661606.000000 Penalty: 5940.173340
	Iteration 85Q: 3 clusters Score -2.066161e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 155223 members 
Entering Unmasked Estep 
Score: -20661594.000000 Penalty: 5940.173340
	Iteration 86Q: 3 clusters Score -2.066159e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 155233 members 
Entering Unmasked Estep 
Score: -20661608.000000 Penalty: 5940.173340
	Iteration 87Q: 3 clusters Score -2.066161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 155241 members 
Entering Unmasked Estep 
Score: -20661618.000000 Penalty: 5940.173340
	Iteration 88Q: 3 clusters Score -2.066162e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 155249 members 
Entering Unmasked Estep 
Score: -20661628.000000 Penalty: 5940.173340
	Iteration 89Q: 3 clusters Score -2.066163e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 155262 members 
Entering Unmasked Estep 
Score: -20661620.000000 Penalty: 5940.173340
	Iteration 90Q: 3 clusters Score -2.066162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 155272 members 
Entering Unmasked Estep 
Score: -20661624.000000 Penalty: 5940.173340
	Iteration 91Q: 3 clusters Score -2.066162e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 155288 members 
Entering Unmasked Estep 
Score: -20661634.000000 Penalty: 5940.173340
	Iteration 92Q: 3 clusters Score -2.066163e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 155302 members 
Entering Unmasked Estep 
Score: -20661640.000000 Penalty: 5940.173340
	Iteration 93Q: 3 clusters Score -2.066164e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 155312 members 
Entering Unmasked Estep 
Score: -20661644.000000 Penalty: 5940.173340
	Iteration 94Q: 3 clusters Score -2.066164e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 155332 members 
Entering Unmasked Estep 
Score: -20661674.000000 Penalty: 5940.173340
	Iteration 95Q: 3 clusters Score -2.066167e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 155351 members 
Entering Unmasked Estep 
Score: -20661676.000000 Penalty: 5940.173340
	Iteration 96Q: 3 clusters Score -2.066168e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 155366 members 
Entering Unmasked Estep 
Score: -20661664.000000 Penalty: 5940.173340
	Iteration 97Q: 3 clusters Score -2.066166e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 155381 members 
Entering Unmasked Estep 
Score: -20661662.000000 Penalty: 5940.173340
	Iteration 98Q: 3 clusters Score -2.066166e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 155401 members 
Entering Unmasked Estep 
Score: -20661682.000000 Penalty: 5940.173340
	Iteration 99Q: 3 clusters Score -2.066168e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 155422 members 
Entering Unmasked Estep 
Score: -20661696.000000 Penalty: 5940.173340
	Iteration 100F: 3 clusters Score -2.06617e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 155437 members 
Entering Unmasked Estep 
Score: -20661696.000000 Penalty: 5940.173340
	Iteration 101Q: 3 clusters Score -2.06617e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 155450 members 
Entering Unmasked Estep 
Score: -20661678.000000 Penalty: 5940.173340
	Iteration 102Q: 3 clusters Score -2.066168e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 155468 members 
Entering Unmasked Estep 
Score: -20661686.000000 Penalty: 5940.173340
	Iteration 103Q: 3 clusters Score -2.066169e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 155486 members 
Entering Unmasked Estep 
Score: -20661682.000000 Penalty: 5940.173340
	Iteration 104Q: 3 clusters Score -2.066168e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 155505 members 
Entering Unmasked Estep 
Score: -20661702.000000 Penalty: 5940.173340
	Iteration 105Q: 3 clusters Score -2.06617e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 155518 members 
Entering Unmasked Estep 
Score: -20661704.000000 Penalty: 5940.173340
	Iteration 106Q: 3 clusters Score -2.06617e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 155535 members 
Entering Unmasked Estep 
Score: -20661714.000000 Penalty: 5940.173340
	Iteration 107Q: 3 clusters Score -2.066171e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 155545 members 
Entering Unmasked Estep 
Score: -20661724.000000 Penalty: 5940.173340
	Iteration 108Q: 3 clusters Score -2.066172e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 155559 members 
Entering Unmasked Estep 
Score: -20661724.000000 Penalty: 5940.173340
	Iteration 109Q: 3 clusters Score -2.066172e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 155568 members 
Entering Unmasked Estep 
Score: -20661722.000000 Penalty: 5940.173340
	Iteration 110Q: 3 clusters Score -2.066172e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 155570 members 
Entering Unmasked Estep 
Score: -20661742.000000 Penalty: 5940.173340
	Iteration 111Q: 3 clusters Score -2.066174e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 155578 members 
Entering Unmasked Estep 
Score: -20661734.000000 Penalty: 5940.173340
	Iteration 112Q: 3 clusters Score -2.066173e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 155579 members 
Entering Unmasked Estep 
Score: -20661742.000000 Penalty: 5940.173340
	Iteration 113Q: 3 clusters Score -2.066174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 155587 members 
Entering Unmasked Estep 
Score: -20661748.000000 Penalty: 5940.173340
	Iteration 114Q: 3 clusters Score -2.066175e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 155593 members 
Entering Unmasked Estep 
Score: -20661760.000000 Penalty: 5940.173340
	Iteration 115Q: 3 clusters Score -2.066176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 155595 members 
Entering Unmasked Estep 
Score: -20661754.000000 Penalty: 5940.173340
	Iteration 116Q: 3 clusters Score -2.066175e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 155600 members 
Entering Unmasked Estep 
Score: -20661770.000000 Penalty: 5940.173340
	Iteration 117Q: 3 clusters Score -2.066177e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 155604 members 
Entering Unmasked Estep 
Score: -20661786.000000 Penalty: 5940.173340
	Iteration 118Q: 3 clusters Score -2.066179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 155607 members 
Entering Unmasked Estep 
Score: -20661802.000000 Penalty: 5940.173340
	Iteration 119Q: 3 clusters Score -2.06618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 155609 members 
Entering Unmasked Estep 
Score: -20661796.000000 Penalty: 5940.173340
	Iteration 120F: 3 clusters Score -2.06618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 155617 members 
Entering Unmasked Estep 
Score: -20661786.000000 Penalty: 5940.173340
	Iteration 121Q: 3 clusters Score -2.066179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 155615 members 
Entering Unmasked Estep 
Score: -20661784.000000 Penalty: 5940.173340
	Iteration 122Q: 3 clusters Score -2.066178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 155611 members 
Entering Unmasked Estep 
Score: -20661796.000000 Penalty: 5940.173340
	Iteration 123Q: 3 clusters Score -2.06618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 155607 members 
Entering Unmasked Estep 
Score: -20661814.000000 Penalty: 5940.173340
	Iteration 124Q: 3 clusters Score -2.066181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 155604 members 
Entering Unmasked Estep 
Score: -20661814.000000 Penalty: 5940.173340
	Iteration 125Q: 3 clusters Score -2.066181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 155603 members 
Entering Unmasked Estep 
Score: -20661808.000000 Penalty: 5940.173340
	Iteration 126Q: 3 clusters Score -2.066181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 155600 members 
Entering Unmasked Estep 
Score: -20661808.000000 Penalty: 5940.173340
	Iteration 127Q: 3 clusters Score -2.066181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 155600 members 
Entering Unmasked Estep 
Score: -20661800.000000 Penalty: 5940.173340
	Iteration 128Q: 3 clusters Score -2.06618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 155602 members 
Entering Unmasked Estep 
Score: -20661806.000000 Penalty: 5940.173340
	Iteration 129Q: 3 clusters Score -2.066181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 155603 members 
Entering Unmasked Estep 
Score: -20661798.000000 Penalty: 5940.173340
	Iteration 130Q: 3 clusters Score -2.06618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 155602 members 
Entering Unmasked Estep 
Score: -20661788.000000 Penalty: 5940.173340
	Iteration 131Q: 3 clusters Score -2.066179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 155601 members 
Entering Unmasked Estep 
Score: -20661792.000000 Penalty: 5940.173340
	Iteration 132Q: 3 clusters Score -2.066179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 155603 members 
Entering Unmasked Estep 
Score: -20661782.000000 Penalty: 5940.173340
	Iteration 133Q: 3 clusters Score -2.066178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 155603 members 
Entering Unmasked Estep 
Score: -20661778.000000 Penalty: 5940.173340
	Iteration 134Q: 3 clusters Score -2.066178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 155603 members 
Entering Unmasked Estep 
Score: -20661784.000000 Penalty: 5940.173340
	Iteration 135Q: 3 clusters Score -2.066178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 155603 members 
Entering Unmasked Estep 
Score: -20661784.000000 Penalty: 5940.173340
	Iteration 136F: 3 clusters Score -2.066178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -76066.257812 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -76066.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74709.140625 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -74709.14 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -75915.609375 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -75915.61 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -76956.968750 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -76956.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -77201.476562 Penalty: 3238.591797
	Iteration 3Q: 3 clusters Score -77201.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -77213.757812 Penalty: 3238.591797
	Iteration 4Q: 3 clusters Score -77213.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -77215.609375 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -77215.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -77215.609375 Penalty: 3238.591797
	Iteration 6F: 3 clusters Score -77215.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 40975 members 
Mstep: Class 5 contains 26433 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 274838 members 
Mstep: Class 8 contains 40227 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6529 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58147 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 158920 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 132 members 
Entering Unmasked Estep 
Score: -90837496.000000 Penalty: 76903.515625
Splitting cluster 21 changes total score from -90838048.000000 to -90837496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -84570.812500 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -84570.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -82843.367188 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -82843.37 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -83226.375000 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -83226.38 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -83570.328125 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -83570.33 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -83914.445312 Penalty: 3290.778320
	Iteration 3F: 3 clusters Score -83914.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -84072.828125 Penalty: 3290.778320
	Iteration 4F: 3 clusters Score -84072.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84225.656250 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -84225.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84328.914062 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -84328.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84381.703125 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -84381.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84422.171875 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -84422.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -84507.156250 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -84507.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -84565.265625 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -84565.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -84626.085938 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -84626.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -84650.625000 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -84650.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -84652.390625 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -84652.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -84652.390625 Penalty: 3290.778320
	Iteration 14F: 3 clusters Score -84652.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 40975 members 
Mstep: Class 5 contains 26433 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 274838 members 
Mstep: Class 8 contains 40227 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6529 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58147 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 158920 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 302 members 
Mstep: Class 23 contains 459 members 
Entering Unmasked Estep 
Score: -90836464.000000 Penalty: 76903.515625
Splitting cluster 22 changes total score from -90838048.000000 to -90836464.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 40975 members 
Mstep: Class 5 contains 26433 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 274838 members 
Mstep: Class 8 contains 40227 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6529 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58147 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 158920 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838056.000000 Penalty: 73559.882812
Iteration 319Q: 23 clusters Score -9.083806e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 40976 members 
Mstep: Class 5 contains 26432 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 274835 members 
Mstep: Class 8 contains 40227 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6531 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 58146 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 158922 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838088.000000 Penalty: 73559.882812
Iteration 320F: 23 clusters Score -9.083809e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 40976 members 
Mstep: Class 5 contains 26433 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 274823 members 
Mstep: Class 8 contains 40228 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6532 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13231 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 58147 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 158935 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838104.000000 Penalty: 73559.882812
Iteration 321Q: 23 clusters Score -9.08381e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 40976 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 274805 members 
Mstep: Class 8 contains 40228 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6533 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 58148 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14759 members 
Mstep: Class 20 contains 158953 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838088.000000 Penalty: 73559.882812
Iteration 322Q: 23 clusters Score -9.083809e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 40976 members 
Mstep: Class 5 contains 26437 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 274784 members 
Mstep: Class 8 contains 40226 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6534 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 58150 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 158970 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838128.000000 Penalty: 73559.882812
Iteration 323Q: 23 clusters Score -9.083813e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 40975 members 
Mstep: Class 5 contains 26437 members 
Mstep: Class 6 contains 20284 members 
Mstep: Class 7 contains 274771 members 
Mstep: Class 8 contains 40225 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6536 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 58150 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 158987 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838136.000000 Penalty: 73559.882812
Iteration 324Q: 23 clusters Score -9.083814e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 40976 members 
Mstep: Class 5 contains 26437 members 
Mstep: Class 6 contains 20282 members 
Mstep: Class 7 contains 274761 members 
Mstep: Class 8 contains 40224 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6538 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 58155 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14755 members 
Mstep: Class 20 contains 158995 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838144.000000 Penalty: 73559.882812
Iteration 325Q: 23 clusters Score -9.083814e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 708 members 
Mstep: Class 4 contains 40976 members 
Mstep: Class 5 contains 26437 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 274752 members 
Mstep: Class 8 contains 40222 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 58156 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14756 members 
Mstep: Class 20 contains 159003 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838168.000000 Penalty: 73559.882812
Iteration 326Q: 23 clusters Score -9.083817e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 709 members 
Mstep: Class 4 contains 40976 members 
Mstep: Class 5 contains 26437 members 
Mstep: Class 6 contains 20280 members 
Mstep: Class 7 contains 274751 members 
Mstep: Class 8 contains 40222 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 58156 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 159001 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838160.000000 Penalty: 73559.882812
Iteration 327Q: 23 clusters Score -9.083816e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 711 members 
Mstep: Class 4 contains 40975 members 
Mstep: Class 5 contains 26438 members 
Mstep: Class 6 contains 20280 members 
Mstep: Class 7 contains 274744 members 
Mstep: Class 8 contains 40222 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 58154 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14759 members 
Mstep: Class 20 contains 159007 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838136.000000 Penalty: 73559.882812
Iteration 328Q: 23 clusters Score -9.083814e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 712 members 
Mstep: Class 4 contains 40975 members 
Mstep: Class 5 contains 26437 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 274736 members 
Mstep: Class 8 contains 40220 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6536 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 58154 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 159017 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838200.000000 Penalty: 73559.882812
Iteration 329Q: 23 clusters Score -9.08382e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 713 members 
Mstep: Class 4 contains 40975 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 274725 members 
Mstep: Class 8 contains 40220 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6535 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58154 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 159026 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838208.000000 Penalty: 73559.882812
Iteration 330Q: 23 clusters Score -9.083821e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 715 members 
Mstep: Class 4 contains 40974 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 20282 members 
Mstep: Class 7 contains 274718 members 
Mstep: Class 8 contains 40220 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6536 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 58156 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 159028 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838248.000000 Penalty: 73559.882812
Iteration 331Q: 23 clusters Score -9.083825e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 40975 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 20280 members 
Mstep: Class 7 contains 274719 members 
Mstep: Class 8 contains 40221 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6536 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58154 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 159033 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838304.000000 Penalty: 73559.882812
Iteration 332Q: 23 clusters Score -9.08383e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 718 members 
Mstep: Class 4 contains 40975 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 274713 members 
Mstep: Class 8 contains 40223 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6538 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 58156 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 159033 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838360.000000 Penalty: 73559.882812
Iteration 333Q: 23 clusters Score -9.083836e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 718 members 
Mstep: Class 4 contains 40975 members 
Mstep: Class 5 contains 26429 members 
Mstep: Class 6 contains 20278 members 
Mstep: Class 7 contains 274709 members 
Mstep: Class 8 contains 40225 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 58152 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 159040 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838304.000000 Penalty: 73559.882812
Iteration 334Q: 23 clusters Score -9.08383e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 40976 members 
Mstep: Class 5 contains 26429 members 
Mstep: Class 6 contains 20275 members 
Mstep: Class 7 contains 274708 members 
Mstep: Class 8 contains 40223 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6538 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 58151 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14762 members 
Mstep: Class 20 contains 159048 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838304.000000 Penalty: 73559.882812
Iteration 335Q: 23 clusters Score -9.08383e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 721 members 
Mstep: Class 4 contains 40977 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20273 members 
Mstep: Class 7 contains 274696 members 
Mstep: Class 8 contains 40223 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6536 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58151 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 159059 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838304.000000 Penalty: 73559.882812
Iteration 336Q: 23 clusters Score -9.08383e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40976 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 20273 members 
Mstep: Class 7 contains 274686 members 
Mstep: Class 8 contains 40221 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5309 members 
Mstep: Class 17 contains 58151 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 159071 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838256.000000 Penalty: 73559.882812
Iteration 337Q: 23 clusters Score -9.083826e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40976 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20275 members 
Mstep: Class 7 contains 274681 members 
Mstep: Class 8 contains 40222 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13225 members 
Mstep: Class 16 contains 5309 members 
Mstep: Class 17 contains 58150 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 159074 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838216.000000 Penalty: 73559.882812
Iteration 338Q: 23 clusters Score -9.083822e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40977 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20275 members 
Mstep: Class 7 contains 274679 members 
Mstep: Class 8 contains 40221 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6540 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58149 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14764 members 
Mstep: Class 20 contains 159075 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838256.000000 Penalty: 73559.882812
Iteration 339Q: 23 clusters Score -9.083826e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40980 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 20277 members 
Mstep: Class 7 contains 274667 members 
Mstep: Class 8 contains 40222 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6541 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13225 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58149 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 159081 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838256.000000 Penalty: 73559.882812
Iteration 340F: 23 clusters Score -9.083826e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40981 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 20278 members 
Mstep: Class 7 contains 274661 members 
Mstep: Class 8 contains 40221 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6542 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13225 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58149 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14764 members 
Mstep: Class 20 contains 159087 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838232.000000 Penalty: 73559.882812
Iteration 341Q: 23 clusters Score -9.083823e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40981 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20277 members 
Mstep: Class 7 contains 274653 members 
Mstep: Class 8 contains 40219 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5444 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13225 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58148 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 159097 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838216.000000 Penalty: 73559.882812
Iteration 342Q: 23 clusters Score -9.083822e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40984 members 
Mstep: Class 5 contains 26429 members 
Mstep: Class 6 contains 20276 members 
Mstep: Class 7 contains 274642 members 
Mstep: Class 8 contains 40216 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5444 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58147 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 159105 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838144.000000 Penalty: 73559.882812
Iteration 343Q: 23 clusters Score -9.083814e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40984 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20277 members 
Mstep: Class 7 contains 274611 members 
Mstep: Class 8 contains 40216 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5444 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58151 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 159129 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838208.000000 Penalty: 73559.882812
Iteration 344Q: 23 clusters Score -9.083821e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40984 members 
Mstep: Class 5 contains 26432 members 
Mstep: Class 6 contains 20278 members 
Mstep: Class 7 contains 274591 members 
Mstep: Class 8 contains 40215 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5444 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58151 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 159146 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838240.000000 Penalty: 73559.882812
Iteration 345Q: 23 clusters Score -9.083824e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40984 members 
Mstep: Class 5 contains 26432 members 
Mstep: Class 6 contains 20282 members 
Mstep: Class 7 contains 274575 members 
Mstep: Class 8 contains 40215 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5444 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58150 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 159157 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838224.000000 Penalty: 73559.882812
Iteration 346Q: 23 clusters Score -9.083822e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40982 members 
Mstep: Class 5 contains 26433 members 
Mstep: Class 6 contains 20284 members 
Mstep: Class 7 contains 274554 members 
Mstep: Class 8 contains 40217 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58150 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 159173 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838240.000000 Penalty: 73559.882812
Iteration 347Q: 23 clusters Score -9.083824e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40985 members 
Mstep: Class 5 contains 26433 members 
Mstep: Class 6 contains 20288 members 
Mstep: Class 7 contains 274522 members 
Mstep: Class 8 contains 40218 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58151 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 159195 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838192.000000 Penalty: 73559.882812
Iteration 348Q: 23 clusters Score -9.083819e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40989 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 274491 members 
Mstep: Class 8 contains 40222 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58153 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14766 members 
Mstep: Class 20 contains 159216 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838256.000000 Penalty: 73559.882812
Iteration 349Q: 23 clusters Score -9.083826e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40992 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 274469 members 
Mstep: Class 8 contains 40222 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58153 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14767 members 
Mstep: Class 20 contains 159232 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838200.000000 Penalty: 73559.882812
Iteration 350Q: 23 clusters Score -9.08382e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40990 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 20290 members 
Mstep: Class 7 contains 274459 members 
Mstep: Class 8 contains 40219 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58155 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14765 members 
Mstep: Class 20 contains 159241 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838208.000000 Penalty: 73559.882812
Iteration 351Q: 23 clusters Score -9.083821e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40990 members 
Mstep: Class 5 contains 26436 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 274447 members 
Mstep: Class 8 contains 40222 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 58155 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14763 members 
Mstep: Class 20 contains 159252 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838248.000000 Penalty: 73559.882812
Iteration 352Q: 23 clusters Score -9.083825e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40993 members 
Mstep: Class 5 contains 26435 members 
Mstep: Class 6 contains 20284 members 
Mstep: Class 7 contains 274434 members 
Mstep: Class 8 contains 40222 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 58157 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 159265 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838256.000000 Penalty: 73559.882812
Iteration 353Q: 23 clusters Score -9.083826e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40995 members 
Mstep: Class 5 contains 26432 members 
Mstep: Class 6 contains 20283 members 
Mstep: Class 7 contains 274421 members 
Mstep: Class 8 contains 40224 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 58158 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 159275 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838296.000000 Penalty: 73559.882812
Iteration 354Q: 23 clusters Score -9.08383e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40998 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20282 members 
Mstep: Class 7 contains 274403 members 
Mstep: Class 8 contains 40226 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5445 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 58160 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 159287 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838296.000000 Penalty: 73559.882812
Iteration 355Q: 23 clusters Score -9.08383e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40999 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20277 members 
Mstep: Class 7 contains 274392 members 
Mstep: Class 8 contains 40227 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 58161 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 159297 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838256.000000 Penalty: 73559.882812
Iteration 356Q: 23 clusters Score -9.083826e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40998 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 20276 members 
Mstep: Class 7 contains 274381 members 
Mstep: Class 8 contains 40226 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5446 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 58160 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 159308 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838136.000000 Penalty: 73559.882812
Iteration 357Q: 23 clusters Score -9.083814e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40999 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20278 members 
Mstep: Class 7 contains 274352 members 
Mstep: Class 8 contains 40225 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 58161 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 159330 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838072.000000 Penalty: 73559.882812
Iteration 358Q: 23 clusters Score -9.083807e+07 nChanged 55
Entering ConstructFrom: 
Score: -90838072.000000 Penalty: 73559.882812
Entering ConstructFrom: 
Trying to split cluster 1 (36013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Entering Unmasked Estep 
Score: -4542173.000000 Penalty: 2601.925537
	Iteration 0F: 2 clusters Score -4542173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -4517640.500000 Penalty: 5203.851074
	Iteration 0F: 3 clusters Score -4517640 nChanged 16431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -4527415.000000 Penalty: 5203.851074
	Iteration 1F: 3 clusters Score -4527415 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -4528889.000000 Penalty: 5203.851074
	Iteration 2F: 3 clusters Score -4528889 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -4530604.500000 Penalty: 5203.851074
	Iteration 3F: 3 clusters Score -4530604 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -4532158.000000 Penalty: 5203.851074
	Iteration 4F: 3 clusters Score -4532158 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -4533354.500000 Penalty: 5203.851074
	Iteration 5F: 3 clusters Score -4533354 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -4534330.500000 Penalty: 5203.851074
	Iteration 6F: 3 clusters Score -4534330 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -4535083.000000 Penalty: 5203.851074
	Iteration 7Q: 3 clusters Score -4535083 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -4535725.000000 Penalty: 5203.851074
	Iteration 8Q: 3 clusters Score -4535725 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -4536430.000000 Penalty: 5203.851074
	Iteration 9Q: 3 clusters Score -4536430 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -4537195.500000 Penalty: 5203.851074
	Iteration 10Q: 3 clusters Score -4537196 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -4538161.500000 Penalty: 5203.851074
	Iteration 11Q: 3 clusters Score -4538162 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -4538991.500000 Penalty: 5203.851074
	Iteration 12Q: 3 clusters Score -4538992 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -4539511.000000 Penalty: 5203.851074
	Iteration 13Q: 3 clusters Score -4539511 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -4539819.000000 Penalty: 5203.851074
	Iteration 14Q: 3 clusters Score -4539819 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -4540065.500000 Penalty: 5203.851074
	Iteration 15Q: 3 clusters Score -4540066 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -4540257.500000 Penalty: 5203.851074
	Iteration 16Q: 3 clusters Score -4540258 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -4540410.500000 Penalty: 5203.851074
	Iteration 17Q: 3 clusters Score -4540410 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -4540531.000000 Penalty: 5203.851074
	Iteration 18Q: 3 clusters Score -4540531 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -4540615.500000 Penalty: 5203.851074
	Iteration 19Q: 3 clusters Score -4540616 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -4540674.500000 Penalty: 5203.851074
	Iteration 20F: 3 clusters Score -4540674 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -4540744.500000 Penalty: 5203.851074
	Iteration 21Q: 3 clusters Score -4540744 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -4540790.000000 Penalty: 5203.851074
	Iteration 22Q: 3 clusters Score -4540790 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -4540841.500000 Penalty: 5203.851074
	Iteration 23Q: 3 clusters Score -4540842 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -4540868.000000 Penalty: 5203.851074
	Iteration 24Q: 3 clusters Score -4540868 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -4540894.500000 Penalty: 5203.851074
	Iteration 25Q: 3 clusters Score -4540894 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -4540909.500000 Penalty: 5203.851074
	Iteration 26Q: 3 clusters Score -4540910 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -4540922.000000 Penalty: 5203.851074
	Iteration 27Q: 3 clusters Score -4540922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -4540926.500000 Penalty: 5203.851074
	Iteration 28Q: 3 clusters Score -4540926 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -4540955.000000 Penalty: 5203.851074
	Iteration 29Q: 3 clusters Score -4540955 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -4540977.000000 Penalty: 5203.851074
	Iteration 30Q: 3 clusters Score -4540977 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -4540977.000000 Penalty: 5203.851074
	Iteration 31Q: 3 clusters Score -4540977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -4540974.500000 Penalty: 5203.851074
	Iteration 32Q: 3 clusters Score -4540974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -4540983.000000 Penalty: 5203.851074
	Iteration 33Q: 3 clusters Score -4540983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -4540995.000000 Penalty: 5203.851074
	Iteration 34Q: 3 clusters Score -4540995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -4541003.000000 Penalty: 5203.851074
	Iteration 35Q: 3 clusters Score -4541003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -4540992.500000 Penalty: 5203.851074
	Iteration 36Q: 3 clusters Score -4540992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4540996.000000 Penalty: 5203.851074
	Iteration 37Q: 3 clusters Score -4540996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -4540994.500000 Penalty: 5203.851074
	Iteration 38Q: 3 clusters Score -4540994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -4540983.500000 Penalty: 5203.851074
	Iteration 39Q: 3 clusters Score -4540984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -4540987.000000 Penalty: 5203.851074
	Iteration 40F: 3 clusters Score -4540987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -4540995.500000 Penalty: 5203.851074
	Iteration 41Q: 3 clusters Score -4540996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -4540989.000000 Penalty: 5203.851074
	Iteration 42Q: 3 clusters Score -4540989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -4540990.000000 Penalty: 5203.851074
	Iteration 43Q: 3 clusters Score -4540990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -4540998.000000 Penalty: 5203.851074
	Iteration 44Q: 3 clusters Score -4540998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -4541001.500000 Penalty: 5203.851074
	Iteration 45Q: 3 clusters Score -4541002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -4541005.500000 Penalty: 5203.851074
	Iteration 46Q: 3 clusters Score -4541006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -4541010.000000 Penalty: 5203.851074
	Iteration 47Q: 3 clusters Score -4541010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -4541014.000000 Penalty: 5203.851074
	Iteration 48Q: 3 clusters Score -4541014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -4541024.500000 Penalty: 5203.851074
	Iteration 49Q: 3 clusters Score -4541024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -4541034.000000 Penalty: 5203.851074
	Iteration 50Q: 3 clusters Score -4541034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -4541033.500000 Penalty: 5203.851074
	Iteration 51Q: 3 clusters Score -4541034 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -4541051.500000 Penalty: 5203.851074
	Iteration 52Q: 3 clusters Score -4541052 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -4541066.500000 Penalty: 5203.851074
	Iteration 53Q: 3 clusters Score -4541066 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -4541079.000000 Penalty: 5203.851074
	Iteration 54Q: 3 clusters Score -4541079 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -4541097.500000 Penalty: 5203.851074
	Iteration 55Q: 3 clusters Score -4541098 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -4541102.500000 Penalty: 5203.851074
	Iteration 56Q: 3 clusters Score -4541102 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -4541112.000000 Penalty: 5203.851074
	Iteration 57Q: 3 clusters Score -4541112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -4541124.000000 Penalty: 5203.851074
	Iteration 58Q: 3 clusters Score -4541124 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -4541126.500000 Penalty: 5203.851074
	Iteration 59Q: 3 clusters Score -4541126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -4541142.000000 Penalty: 5203.851074
	Iteration 60F: 3 clusters Score -4541142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -4541158.000000 Penalty: 5203.851074
	Iteration 61Q: 3 clusters Score -4541158 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -4541181.500000 Penalty: 5203.851074
	Iteration 62Q: 3 clusters Score -4541182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -4541200.500000 Penalty: 5203.851074
	Iteration 63Q: 3 clusters Score -4541200 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -4541229.500000 Penalty: 5203.851074
	Iteration 64Q: 3 clusters Score -4541230 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -4541267.000000 Penalty: 5203.851074
	Iteration 65Q: 3 clusters Score -4541267 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -4541291.000000 Penalty: 5203.851074
	Iteration 66Q: 3 clusters Score -4541291 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -4541310.000000 Penalty: 5203.851074
	Iteration 67Q: 3 clusters Score -4541310 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -4541339.500000 Penalty: 5203.851074
	Iteration 68Q: 3 clusters Score -4541340 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -4541359.000000 Penalty: 5203.851074
	Iteration 69Q: 3 clusters Score -4541359 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -4541381.500000 Penalty: 5203.851074
	Iteration 70Q: 3 clusters Score -4541382 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -4541399.500000 Penalty: 5203.851074
	Iteration 71Q: 3 clusters Score -4541400 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -4541408.000000 Penalty: 5203.851074
	Iteration 72Q: 3 clusters Score -4541408 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -4541432.000000 Penalty: 5203.851074
	Iteration 73Q: 3 clusters Score -4541432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -4541448.000000 Penalty: 5203.851074
	Iteration 74Q: 3 clusters Score -4541448 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -4541477.500000 Penalty: 5203.851074
	Iteration 75Q: 3 clusters Score -4541478 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4541499.000000 Penalty: 5203.851074
	Iteration 76Q: 3 clusters Score -4541499 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -4541520.500000 Penalty: 5203.851074
	Iteration 77Q: 3 clusters Score -4541520 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -4541526.500000 Penalty: 5203.851074
	Iteration 78Q: 3 clusters Score -4541526 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -4541556.000000 Penalty: 5203.851074
	Iteration 79Q: 3 clusters Score -4541556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -4541569.000000 Penalty: 5203.851074
	Iteration 80F: 3 clusters Score -4541569 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -4541598.000000 Penalty: 5203.851074
	Iteration 81Q: 3 clusters Score -4541598 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -4541643.500000 Penalty: 5203.851074
	Iteration 82Q: 3 clusters Score -4541644 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -4541682.500000 Penalty: 5203.851074
	Iteration 83Q: 3 clusters Score -4541682 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -4541733.000000 Penalty: 5203.851074
	Iteration 84Q: 3 clusters Score -4541733 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -4541779.000000 Penalty: 5203.851074
	Iteration 85Q: 3 clusters Score -4541779 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -4541825.500000 Penalty: 5203.851074
	Iteration 86Q: 3 clusters Score -4541826 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -4541859.500000 Penalty: 5203.851074
	Iteration 87Q: 3 clusters Score -4541860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -4541871.000000 Penalty: 5203.851074
	Iteration 88Q: 3 clusters Score -4541871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -4541875.000000 Penalty: 5203.851074
	Iteration 89Q: 3 clusters Score -4541875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -4541881.500000 Penalty: 5203.851074
	Iteration 90Q: 3 clusters Score -4541882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -4541878.000000 Penalty: 5203.851074
	Iteration 91Q: 3 clusters Score -4541878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -4541876.000000 Penalty: 5203.851074
	Iteration 92Q: 3 clusters Score -4541876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -4541884.000000 Penalty: 5203.851074
	Iteration 93Q: 3 clusters Score -4541884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -4541882.500000 Penalty: 5203.851074
	Iteration 94Q: 3 clusters Score -4541882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -4541878.000000 Penalty: 5203.851074
	Iteration 95Q: 3 clusters Score -4541878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -4541878.000000 Penalty: 5203.851074
	Iteration 96F: 3 clusters Score -4541878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -328939.937500 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -328939.9 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 1295 members 
Entering Unmasked Estep 
Score: -325957.375000 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -325957.4 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -326873.593750 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -326873.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -327466.687500 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -327466.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -328182.062500 Penalty: 3908.503906
	Iteration 3F: 3 clusters Score -328182.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -328738.031250 Penalty: 3908.503906
	Iteration 4F: 3 clusters Score -328738 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -329103.062500 Penalty: 3908.503906
	Iteration 5F: 3 clusters Score -329103.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -329310.843750 Penalty: 3908.503906
	Iteration 6Q: 3 clusters Score -329310.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -329409.093750 Penalty: 3908.503906
	Iteration 7Q: 3 clusters Score -329409.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -329466.375000 Penalty: 3908.503906
	Iteration 8Q: 3 clusters Score -329466.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -329490.218750 Penalty: 3908.503906
	Iteration 9Q: 3 clusters Score -329490.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -329498.156250 Penalty: 3908.503906
	Iteration 10Q: 3 clusters Score -329498.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -329510.218750 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -329510.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -329512.125000 Penalty: 3908.503906
	Iteration 12Q: 3 clusters Score -329512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -329514.343750 Penalty: 3908.503906
	Iteration 13Q: 3 clusters Score -329514.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -329515.156250 Penalty: 3908.503906
	Iteration 14Q: 3 clusters Score -329515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -329516.593750 Penalty: 3908.503906
	Iteration 15Q: 3 clusters Score -329516.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -329518.531250 Penalty: 3908.503906
	Iteration 16Q: 3 clusters Score -329518.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -329519.406250 Penalty: 3908.503906
	Iteration 17Q: 3 clusters Score -329519.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -329520.156250 Penalty: 3908.503906
	Iteration 18Q: 3 clusters Score -329520.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -329520.156250 Penalty: 3908.503906
	Iteration 19F: 3 clusters Score -329520.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40999 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20276 members 
Mstep: Class 7 contains 274334 members 
Mstep: Class 8 contains 40224 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 58162 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 159350 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 2165 members 
Entering Unmasked Estep 
Score: -90837216.000000 Penalty: 76903.515625
Splitting cluster 2 changes total score from -90838072.000000 to -90837216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -71835.804688 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -71835.8 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 380 members 
Entering Unmasked Estep 
Score: -70167.703125 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -70167.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70474.835938 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -70474.84 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70709.484375 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -70709.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70914.937500 Penalty: 3263.308594
	Iteration 3F: 3 clusters Score -70914.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -71000.367188 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -71000.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -71047.460938 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -71047.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71092.953125 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -71092.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -71115.625000 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -71115.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -71133.648438 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -71133.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71152.445312 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -71152.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71162.585938 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -71162.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71162.585938 Penalty: 3263.308594
	Iteration 11F: 3 clusters Score -71162.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Entering Unmasked Estep 
Score: -5346320.500000 Penalty: 2634.083008
	Iteration 0F: 2 clusters Score -5346320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -5318595.000000 Penalty: 5268.166016
	Iteration 0F: 3 clusters Score -5318595 nChanged 18801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -5329306.000000 Penalty: 5268.166016
	Iteration 1F: 3 clusters Score -5329306 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -5330104.000000 Penalty: 5268.166016
	Iteration 2F: 3 clusters Score -5330104 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -5331021.000000 Penalty: 5268.166016
	Iteration 3F: 3 clusters Score -5331021 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -5332258.000000 Penalty: 5268.166016
	Iteration 4F: 3 clusters Score -5332258 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -5334019.000000 Penalty: 5268.166016
	Iteration 5F: 3 clusters Score -5334019 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -5336174.000000 Penalty: 5268.166016
	Iteration 6F: 3 clusters Score -5336174 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -5338264.000000 Penalty: 5268.166016
	Iteration 7F: 3 clusters Score -5338264 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -5340039.000000 Penalty: 5268.166016
	Iteration 8F: 3 clusters Score -5340039 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -5341286.000000 Penalty: 5268.166016
	Iteration 9Q: 3 clusters Score -5341286 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -5342216.500000 Penalty: 5268.166016
	Iteration 10Q: 3 clusters Score -5342216 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -5342808.000000 Penalty: 5268.166016
	Iteration 11Q: 3 clusters Score -5342808 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -5343229.500000 Penalty: 5268.166016
	Iteration 12Q: 3 clusters Score -5343230 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -5343511.000000 Penalty: 5268.166016
	Iteration 13Q: 3 clusters Score -5343511 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -5343699.000000 Penalty: 5268.166016
	Iteration 14Q: 3 clusters Score -5343699 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -5343819.500000 Penalty: 5268.166016
	Iteration 15Q: 3 clusters Score -5343820 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -5343915.500000 Penalty: 5268.166016
	Iteration 16Q: 3 clusters Score -5343916 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -5343994.000000 Penalty: 5268.166016
	Iteration 17Q: 3 clusters Score -5343994 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -5344058.500000 Penalty: 5268.166016
	Iteration 18Q: 3 clusters Score -5344058 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -5344128.500000 Penalty: 5268.166016
	Iteration 19Q: 3 clusters Score -5344128 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -5344180.500000 Penalty: 5268.166016
	Iteration 20F: 3 clusters Score -5344180 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -5344216.500000 Penalty: 5268.166016
	Iteration 21Q: 3 clusters Score -5344216 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -5344273.000000 Penalty: 5268.166016
	Iteration 22Q: 3 clusters Score -5344273 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -5344287.500000 Penalty: 5268.166016
	Iteration 23Q: 3 clusters Score -5344288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -5344293.500000 Penalty: 5268.166016
	Iteration 24Q: 3 clusters Score -5344294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -5344308.000000 Penalty: 5268.166016
	Iteration 25Q: 3 clusters Score -5344308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -5344313.500000 Penalty: 5268.166016
	Iteration 26Q: 3 clusters Score -5344314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -5344319.000000 Penalty: 5268.166016
	Iteration 27Q: 3 clusters Score -5344319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -5344331.500000 Penalty: 5268.166016
	Iteration 28Q: 3 clusters Score -5344332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -5344327.000000 Penalty: 5268.166016
	Iteration 29Q: 3 clusters Score -5344327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -5344330.000000 Penalty: 5268.166016
	Iteration 30Q: 3 clusters Score -5344330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -5344329.000000 Penalty: 5268.166016
	Iteration 31Q: 3 clusters Score -5344329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -5344333.000000 Penalty: 5268.166016
	Iteration 32Q: 3 clusters Score -5344333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -5344331.000000 Penalty: 5268.166016
	Iteration 33Q: 3 clusters Score -5344331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -5344343.500000 Penalty: 5268.166016
	Iteration 34Q: 3 clusters Score -5344344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -5344340.500000 Penalty: 5268.166016
	Iteration 35Q: 3 clusters Score -5344340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -5344343.500000 Penalty: 5268.166016
	Iteration 36Q: 3 clusters Score -5344344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -5344339.500000 Penalty: 5268.166016
	Iteration 37Q: 3 clusters Score -5344340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -5344337.500000 Penalty: 5268.166016
	Iteration 38Q: 3 clusters Score -5344338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -5344337.500000 Penalty: 5268.166016
	Iteration 39Q: 3 clusters Score -5344338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -5344331.500000 Penalty: 5268.166016
	Iteration 40F: 3 clusters Score -5344332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -5344336.000000 Penalty: 5268.166016
	Iteration 41Q: 3 clusters Score -5344336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -5344336.000000 Penalty: 5268.166016
	Iteration 42F: 3 clusters Score -5344336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Entering Unmasked Estep 
Score: -3190412.750000 Penalty: 2525.161865
	Iteration 0F: 2 clusters Score -3190413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3172181.500000 Penalty: 5050.323730
	Iteration 0F: 3 clusters Score -3172182 nChanged 11838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -3178438.750000 Penalty: 5050.323730
	Iteration 1F: 3 clusters Score -3178439 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -3178820.250000 Penalty: 5050.323730
	Iteration 2Q: 3 clusters Score -3178820 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3179166.750000 Penalty: 5050.323730
	Iteration 3Q: 3 clusters Score -3179167 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3179484.750000 Penalty: 5050.323730
	Iteration 4Q: 3 clusters Score -3179485 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3179761.750000 Penalty: 5050.323730
	Iteration 5Q: 3 clusters Score -3179762 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3180104.750000 Penalty: 5050.323730
	Iteration 6Q: 3 clusters Score -3180105 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3180589.500000 Penalty: 5050.323730
	Iteration 7Q: 3 clusters Score -3180590 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3181187.000000 Penalty: 5050.323730
	Iteration 8Q: 3 clusters Score -3181187 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3181874.250000 Penalty: 5050.323730
	Iteration 9Q: 3 clusters Score -3181874 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -3182651.500000 Penalty: 5050.323730
	Iteration 10F: 3 clusters Score -3182652 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3183458.500000 Penalty: 5050.323730
	Iteration 11F: 3 clusters Score -3183458 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -3184174.750000 Penalty: 5050.323730
	Iteration 12Q: 3 clusters Score -3184175 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3184736.000000 Penalty: 5050.323730
	Iteration 13Q: 3 clusters Score -3184736 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3185156.250000 Penalty: 5050.323730
	Iteration 14Q: 3 clusters Score -3185156 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3185480.500000 Penalty: 5050.323730
	Iteration 15Q: 3 clusters Score -3185480 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -3185770.250000 Penalty: 5050.323730
	Iteration 16Q: 3 clusters Score -3185770 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -3186013.000000 Penalty: 5050.323730
	Iteration 17Q: 3 clusters Score -3186013 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -3186229.750000 Penalty: 5050.323730
	Iteration 18Q: 3 clusters Score -3186230 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -3186425.000000 Penalty: 5050.323730
	Iteration 19Q: 3 clusters Score -3186425 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3186573.000000 Penalty: 5050.323730
	Iteration 20F: 3 clusters Score -3186573 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -3186713.750000 Penalty: 5050.323730
	Iteration 21Q: 3 clusters Score -3186714 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -3186829.750000 Penalty: 5050.323730
	Iteration 22Q: 3 clusters Score -3186830 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -3186938.750000 Penalty: 5050.323730
	Iteration 23Q: 3 clusters Score -3186939 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -3187049.750000 Penalty: 5050.323730
	Iteration 24Q: 3 clusters Score -3187050 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3187155.750000 Penalty: 5050.323730
	Iteration 25Q: 3 clusters Score -3187156 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -3187255.500000 Penalty: 5050.323730
	Iteration 26Q: 3 clusters Score -3187256 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -3187364.500000 Penalty: 5050.323730
	Iteration 27Q: 3 clusters Score -3187364 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -3187467.250000 Penalty: 5050.323730
	Iteration 28Q: 3 clusters Score -3187467 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -3187547.500000 Penalty: 5050.323730
	Iteration 29Q: 3 clusters Score -3187548 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -3187639.000000 Penalty: 5050.323730
	Iteration 30Q: 3 clusters Score -3187639 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3187719.750000 Penalty: 5050.323730
	Iteration 31Q: 3 clusters Score -3187720 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3187799.000000 Penalty: 5050.323730
	Iteration 32Q: 3 clusters Score -3187799 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3187877.500000 Penalty: 5050.323730
	Iteration 33Q: 3 clusters Score -3187878 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -3187972.000000 Penalty: 5050.323730
	Iteration 34Q: 3 clusters Score -3187972 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3188049.000000 Penalty: 5050.323730
	Iteration 35Q: 3 clusters Score -3188049 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3188124.250000 Penalty: 5050.323730
	Iteration 36Q: 3 clusters Score -3188124 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -3188199.000000 Penalty: 5050.323730
	Iteration 37Q: 3 clusters Score -3188199 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -3188254.750000 Penalty: 5050.323730
	Iteration 38Q: 3 clusters Score -3188255 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3188310.500000 Penalty: 5050.323730
	Iteration 39Q: 3 clusters Score -3188310 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3188363.250000 Penalty: 5050.323730
	Iteration 40F: 3 clusters Score -3188363 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3188420.000000 Penalty: 5050.323730
	Iteration 41Q: 3 clusters Score -3188420 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3188470.750000 Penalty: 5050.323730
	Iteration 42Q: 3 clusters Score -3188471 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3188494.000000 Penalty: 5050.323730
	Iteration 43Q: 3 clusters Score -3188494 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -3188528.000000 Penalty: 5050.323730
	Iteration 44Q: 3 clusters Score -3188528 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3188564.250000 Penalty: 5050.323730
	Iteration 45Q: 3 clusters Score -3188564 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -3188592.500000 Penalty: 5050.323730
	Iteration 46Q: 3 clusters Score -3188592 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3188629.750000 Penalty: 5050.323730
	Iteration 47Q: 3 clusters Score -3188630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3188662.250000 Penalty: 5050.323730
	Iteration 48Q: 3 clusters Score -3188662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -3188668.500000 Penalty: 5050.323730
	Iteration 49Q: 3 clusters Score -3188668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -3188684.000000 Penalty: 5050.323730
	Iteration 50Q: 3 clusters Score -3188684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3188697.750000 Penalty: 5050.323730
	Iteration 51Q: 3 clusters Score -3188698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3188703.000000 Penalty: 5050.323730
	Iteration 52Q: 3 clusters Score -3188703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3188709.750000 Penalty: 5050.323730
	Iteration 53Q: 3 clusters Score -3188710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -3188720.500000 Penalty: 5050.323730
	Iteration 54Q: 3 clusters Score -3188720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -3188725.250000 Penalty: 5050.323730
	Iteration 55Q: 3 clusters Score -3188725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -3188740.750000 Penalty: 5050.323730
	Iteration 56Q: 3 clusters Score -3188741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3188738.250000 Penalty: 5050.323730
	Iteration 57Q: 3 clusters Score -3188738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3188741.000000 Penalty: 5050.323730
	Iteration 58Q: 3 clusters Score -3188741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -3188743.000000 Penalty: 5050.323730
	Iteration 59Q: 3 clusters Score -3188743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3188742.250000 Penalty: 5050.323730
	Iteration 60F: 3 clusters Score -3188742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3188746.250000 Penalty: 5050.323730
	Iteration 61Q: 3 clusters Score -3188746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3188743.000000 Penalty: 5050.323730
	Iteration 62Q: 3 clusters Score -3188743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -3188740.250000 Penalty: 5050.323730
	Iteration 63Q: 3 clusters Score -3188740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -3188740.000000 Penalty: 5050.323730
	Iteration 64Q: 3 clusters Score -3188740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -3188745.500000 Penalty: 5050.323730
	Iteration 65Q: 3 clusters Score -3188746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3188748.250000 Penalty: 5050.323730
	Iteration 66Q: 3 clusters Score -3188748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -3188749.500000 Penalty: 5050.323730
	Iteration 67Q: 3 clusters Score -3188750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -3188748.750000 Penalty: 5050.323730
	Iteration 68Q: 3 clusters Score -3188749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3188747.000000 Penalty: 5050.323730
	Iteration 69Q: 3 clusters Score -3188747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3188747.000000 Penalty: 5050.323730
	Iteration 70F: 3 clusters Score -3188747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Entering Unmasked Estep 
Score: -2683790.000000 Penalty: 2459.463867
	Iteration 0F: 2 clusters Score -2683790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2669566.750000 Penalty: 4918.927734
	Iteration 0F: 3 clusters Score -2669567 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2674258.250000 Penalty: 4918.927734
	Iteration 1F: 3 clusters Score -2674258 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2674558.000000 Penalty: 4918.927734
	Iteration 2Q: 3 clusters Score -2674558 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2674794.250000 Penalty: 4918.927734
	Iteration 3Q: 3 clusters Score -2674794 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2674974.250000 Penalty: 4918.927734
	Iteration 4Q: 3 clusters Score -2674974 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2675135.000000 Penalty: 4918.927734
	Iteration 5Q: 3 clusters Score -2675135 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2675275.750000 Penalty: 4918.927734
	Iteration 6Q: 3 clusters Score -2675276 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2675426.000000 Penalty: 4918.927734
	Iteration 7Q: 3 clusters Score -2675426 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2675579.750000 Penalty: 4918.927734
	Iteration 8Q: 3 clusters Score -2675580 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2675756.750000 Penalty: 4918.927734
	Iteration 9Q: 3 clusters Score -2675757 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2675961.250000 Penalty: 4918.927734
	Iteration 10Q: 3 clusters Score -2675961 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2676233.500000 Penalty: 4918.927734
	Iteration 11Q: 3 clusters Score -2676234 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2676530.750000 Penalty: 4918.927734
	Iteration 12Q: 3 clusters Score -2676531 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2677004.250000 Penalty: 4918.927734
	Iteration 13Q: 3 clusters Score -2677004 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2677636.500000 Penalty: 4918.927734
	Iteration 14Q: 3 clusters Score -2677636 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2678624.500000 Penalty: 4918.927734
	Iteration 15F: 3 clusters Score -2678624 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2679917.500000 Penalty: 4918.927734
	Iteration 16F: 3 clusters Score -2679918 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2680919.250000 Penalty: 4918.927734
	Iteration 17Q: 3 clusters Score -2680919 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2681516.000000 Penalty: 4918.927734
	Iteration 18Q: 3 clusters Score -2681516 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2681813.500000 Penalty: 4918.927734
	Iteration 19Q: 3 clusters Score -2681814 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2681994.000000 Penalty: 4918.927734
	Iteration 20F: 3 clusters Score -2681994 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2682184.750000 Penalty: 4918.927734
	Iteration 21Q: 3 clusters Score -2682185 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2682389.250000 Penalty: 4918.927734
	Iteration 22Q: 3 clusters Score -2682389 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2682625.750000 Penalty: 4918.927734
	Iteration 23Q: 3 clusters Score -2682626 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2682791.500000 Penalty: 4918.927734
	Iteration 24Q: 3 clusters Score -2682792 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2682927.750000 Penalty: 4918.927734
	Iteration 25Q: 3 clusters Score -2682928 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2683032.500000 Penalty: 4918.927734
	Iteration 26Q: 3 clusters Score -2683032 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2683110.250000 Penalty: 4918.927734
	Iteration 27Q: 3 clusters Score -2683110 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2683171.000000 Penalty: 4918.927734
	Iteration 28Q: 3 clusters Score -2683171 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2683194.500000 Penalty: 4918.927734
	Iteration 29Q: 3 clusters Score -2683194 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2683229.750000 Penalty: 4918.927734
	Iteration 30Q: 3 clusters Score -2683230 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2683248.750000 Penalty: 4918.927734
	Iteration 31Q: 3 clusters Score -2683249 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2683262.750000 Penalty: 4918.927734
	Iteration 32Q: 3 clusters Score -2683263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2683270.500000 Penalty: 4918.927734
	Iteration 33Q: 3 clusters Score -2683270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2683279.000000 Penalty: 4918.927734
	Iteration 34Q: 3 clusters Score -2683279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2683276.250000 Penalty: 4918.927734
	Iteration 35Q: 3 clusters Score -2683276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2683274.000000 Penalty: 4918.927734
	Iteration 36Q: 3 clusters Score -2683274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2683271.750000 Penalty: 4918.927734
	Iteration 37Q: 3 clusters Score -2683272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2683273.250000 Penalty: 4918.927734
	Iteration 38Q: 3 clusters Score -2683273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2683275.000000 Penalty: 4918.927734
	Iteration 39Q: 3 clusters Score -2683275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2683278.000000 Penalty: 4918.927734
	Iteration 40F: 3 clusters Score -2683278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2683278.250000 Penalty: 4918.927734
	Iteration 41Q: 3 clusters Score -2683278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2683279.500000 Penalty: 4918.927734
	Iteration 42Q: 3 clusters Score -2683280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2683279.250000 Penalty: 4918.927734
	Iteration 43Q: 3 clusters Score -2683279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2683282.500000 Penalty: 4918.927734
	Iteration 44Q: 3 clusters Score -2683282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2683284.000000 Penalty: 4918.927734
	Iteration 45Q: 3 clusters Score -2683284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2683284.750000 Penalty: 4918.927734
	Iteration 46Q: 3 clusters Score -2683285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2683284.250000 Penalty: 4918.927734
	Iteration 47Q: 3 clusters Score -2683284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2683284.750000 Penalty: 4918.927734
	Iteration 48Q: 3 clusters Score -2683285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2683285.750000 Penalty: 4918.927734
	Iteration 49Q: 3 clusters Score -2683286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2683287.500000 Penalty: 4918.927734
	Iteration 50Q: 3 clusters Score -2683288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2683287.500000 Penalty: 4918.927734
	Iteration 51F: 3 clusters Score -2683288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (274334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274334 members 
Entering Unmasked Estep 
Score: -35682312.000000 Penalty: 3105.481201
	Iteration 0F: 2 clusters Score -3.568231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136860 members 
Mstep: Class 2 contains 137474 members 
Entering Unmasked Estep 
Score: -35511616.000000 Penalty: 6210.962402
	Iteration 0F: 3 clusters Score -3.551162e+07 nChanged 132732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131624 members 
Mstep: Class 2 contains 142710 members 
Entering Unmasked Estep 
Score: -35590812.000000 Penalty: 6210.962402
	Iteration 1F: 3 clusters Score -3.559081e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127723 members 
Mstep: Class 2 contains 146611 members 
Entering Unmasked Estep 
Score: -35592504.000000 Penalty: 6210.962402
	Iteration 2Q: 3 clusters Score -3.55925e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121677 members 
Mstep: Class 2 contains 152657 members 
Entering Unmasked Estep 
Score: -35595232.000000 Penalty: 6210.962402
	Iteration 3Q: 3 clusters Score -3.559523e+07 nChanged 11796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112363 members 
Mstep: Class 2 contains 161971 members 
Entering Unmasked Estep 
Score: -35599696.000000 Penalty: 6210.962402
	Iteration 4Q: 3 clusters Score -3.55997e+07 nChanged 15104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99069 members 
Mstep: Class 2 contains 175265 members 
Entering Unmasked Estep 
Score: -35607428.000000 Penalty: 6210.962402
	Iteration 5F: 3 clusters Score -3.560743e+07 nChanged 18464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81945 members 
Mstep: Class 2 contains 192389 members 
Entering Unmasked Estep 
Score: -35618008.000000 Penalty: 6210.962402
	Iteration 6F: 3 clusters Score -3.561801e+07 nChanged 20007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 211416 members 
Entering Unmasked Estep 
Score: -35631108.000000 Penalty: 6210.962402
	Iteration 7F: 3 clusters Score -3.563111e+07 nChanged 17672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 228392 members 
Entering Unmasked Estep 
Score: -35643156.000000 Penalty: 6210.962402
	Iteration 8F: 3 clusters Score -3.564316e+07 nChanged 13463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 241147 members 
Entering Unmasked Estep 
Score: -35652696.000000 Penalty: 6210.962402
	Iteration 9Q: 3 clusters Score -3.56527e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 249981 members 
Entering Unmasked Estep 
Score: -35659964.000000 Penalty: 6210.962402
	Iteration 10Q: 3 clusters Score -3.565996e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 256042 members 
Entering Unmasked Estep 
Score: -35664580.000000 Penalty: 6210.962402
	Iteration 11Q: 3 clusters Score -3.566458e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 260535 members 
Entering Unmasked Estep 
Score: -35667996.000000 Penalty: 6210.962402
	Iteration 12Q: 3 clusters Score -3.5668e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 264020 members 
Entering Unmasked Estep 
Score: -35670716.000000 Penalty: 6210.962402
	Iteration 13Q: 3 clusters Score -3.567072e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 266726 members 
Entering Unmasked Estep 
Score: -35672952.000000 Penalty: 6210.962402
	Iteration 14Q: 3 clusters Score -3.567295e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 268908 members 
Entering Unmasked Estep 
Score: -35674660.000000 Penalty: 6210.962402
	Iteration 15Q: 3 clusters Score -3.567466e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 270579 members 
Entering Unmasked Estep 
Score: -35676084.000000 Penalty: 6210.962402
	Iteration 16Q: 3 clusters Score -3.567608e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 271797 members 
Entering Unmasked Estep 
Score: -35677336.000000 Penalty: 6210.962402
	Iteration 17Q: 3 clusters Score -3.567734e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 272587 members 
Entering Unmasked Estep 
Score: -35678108.000000 Penalty: 6210.962402
	Iteration 18Q: 3 clusters Score -3.567811e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 273052 members 
Entering Unmasked Estep 
Score: -35678504.000000 Penalty: 6210.962402
	Iteration 19Q: 3 clusters Score -3.56785e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 273363 members 
Entering Unmasked Estep 
Score: -35678800.000000 Penalty: 6210.962402
	Iteration 20F: 3 clusters Score -3.56788e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 273548 members 
Entering Unmasked Estep 
Score: -35679028.000000 Penalty: 6210.962402
	Iteration 21Q: 3 clusters Score -3.567903e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 273651 members 
Entering Unmasked Estep 
Score: -35679168.000000 Penalty: 6210.962402
	Iteration 22Q: 3 clusters Score -3.567917e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 273722 members 
Entering Unmasked Estep 
Score: -35679280.000000 Penalty: 6210.962402
	Iteration 23Q: 3 clusters Score -3.567928e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 273759 members 
Entering Unmasked Estep 
Score: -35679328.000000 Penalty: 6210.962402
	Iteration 24Q: 3 clusters Score -3.567933e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 273795 members 
Entering Unmasked Estep 
Score: -35679368.000000 Penalty: 6210.962402
	Iteration 25Q: 3 clusters Score -3.567937e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 273818 members 
Entering Unmasked Estep 
Score: -35679416.000000 Penalty: 6210.962402
	Iteration 26Q: 3 clusters Score -3.567942e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 273833 members 
Entering Unmasked Estep 
Score: -35679428.000000 Penalty: 6210.962402
	Iteration 27Q: 3 clusters Score -3.567943e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 273841 members 
Entering Unmasked Estep 
Score: -35679456.000000 Penalty: 6210.962402
	Iteration 28Q: 3 clusters Score -3.567946e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 273854 members 
Entering Unmasked Estep 
Score: -35679420.000000 Penalty: 6210.962402
	Iteration 29Q: 3 clusters Score -3.567942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 273860 members 
Entering Unmasked Estep 
Score: -35679468.000000 Penalty: 6210.962402
	Iteration 30Q: 3 clusters Score -3.567947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 273866 members 
Entering Unmasked Estep 
Score: -35679448.000000 Penalty: 6210.962402
	Iteration 31Q: 3 clusters Score -3.567945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 273877 members 
Entering Unmasked Estep 
Score: -35679452.000000 Penalty: 6210.962402
	Iteration 32Q: 3 clusters Score -3.567945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 273886 members 
Entering Unmasked Estep 
Score: -35679480.000000 Penalty: 6210.962402
	Iteration 33Q: 3 clusters Score -3.567948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 273889 members 
Entering Unmasked Estep 
Score: -35679476.000000 Penalty: 6210.962402
	Iteration 34Q: 3 clusters Score -3.567948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 273889 members 
Entering Unmasked Estep 
Score: -35679480.000000 Penalty: 6210.962402
	Iteration 35Q: 3 clusters Score -3.567948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 273891 members 
Entering Unmasked Estep 
Score: -35679488.000000 Penalty: 6210.962402
	Iteration 36Q: 3 clusters Score -3.567949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 273892 members 
Entering Unmasked Estep 
Score: -35679484.000000 Penalty: 6210.962402
	Iteration 37Q: 3 clusters Score -3.567948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 273893 members 
Entering Unmasked Estep 
Score: -35679484.000000 Penalty: 6210.962402
	Iteration 38Q: 3 clusters Score -3.567948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 273893 members 
Entering Unmasked Estep 
Score: -35679484.000000 Penalty: 6210.962402
	Iteration 39F: 3 clusters Score -3.567948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Entering Unmasked Estep 
Score: -5144816.000000 Penalty: 2629.350098
	Iteration 0F: 2 clusters Score -5144816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -5117536.000000 Penalty: 5258.700195
	Iteration 0F: 3 clusters Score -5117536 nChanged 18442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -5127667.500000 Penalty: 5258.700195
	Iteration 1F: 3 clusters Score -5127668 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -5128203.500000 Penalty: 5258.700195
	Iteration 2Q: 3 clusters Score -5128204 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -5128850.500000 Penalty: 5258.700195
	Iteration 3Q: 3 clusters Score -5128850 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -5129667.000000 Penalty: 5258.700195
	Iteration 4Q: 3 clusters Score -5129667 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -5130891.500000 Penalty: 5258.700195
	Iteration 5F: 3 clusters Score -5130892 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -5132790.000000 Penalty: 5258.700195
	Iteration 6F: 3 clusters Score -5132790 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -5135281.000000 Penalty: 5258.700195
	Iteration 7F: 3 clusters Score -5135281 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -5137966.000000 Penalty: 5258.700195
	Iteration 8F: 3 clusters Score -5137966 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -5140157.500000 Penalty: 5258.700195
	Iteration 9F: 3 clusters Score -5140158 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -5141469.500000 Penalty: 5258.700195
	Iteration 10Q: 3 clusters Score -5141470 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -5142074.000000 Penalty: 5258.700195
	Iteration 11Q: 3 clusters Score -5142074 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -5142339.000000 Penalty: 5258.700195
	Iteration 12Q: 3 clusters Score -5142339 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -5142481.500000 Penalty: 5258.700195
	Iteration 13Q: 3 clusters Score -5142482 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -5142561.000000 Penalty: 5258.700195
	Iteration 14Q: 3 clusters Score -5142561 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -5142619.500000 Penalty: 5258.700195
	Iteration 15Q: 3 clusters Score -5142620 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -5142643.000000 Penalty: 5258.700195
	Iteration 16Q: 3 clusters Score -5142643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -5142658.000000 Penalty: 5258.700195
	Iteration 17Q: 3 clusters Score -5142658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -5142678.500000 Penalty: 5258.700195
	Iteration 18Q: 3 clusters Score -5142678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -5142686.000000 Penalty: 5258.700195
	Iteration 19Q: 3 clusters Score -5142686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -5142691.500000 Penalty: 5258.700195
	Iteration 20F: 3 clusters Score -5142692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -5142707.000000 Penalty: 5258.700195
	Iteration 21Q: 3 clusters Score -5142707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -5142727.000000 Penalty: 5258.700195
	Iteration 22Q: 3 clusters Score -5142727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -5142744.500000 Penalty: 5258.700195
	Iteration 23Q: 3 clusters Score -5142744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -5142752.000000 Penalty: 5258.700195
	Iteration 24Q: 3 clusters Score -5142752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -5142758.500000 Penalty: 5258.700195
	Iteration 25Q: 3 clusters Score -5142758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -5142761.500000 Penalty: 5258.700195
	Iteration 26Q: 3 clusters Score -5142762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -5142767.000000 Penalty: 5258.700195
	Iteration 27Q: 3 clusters Score -5142767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -5142770.500000 Penalty: 5258.700195
	Iteration 28Q: 3 clusters Score -5142770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -5142771.000000 Penalty: 5258.700195
	Iteration 29Q: 3 clusters Score -5142771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -5142773.000000 Penalty: 5258.700195
	Iteration 30Q: 3 clusters Score -5142773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -5142773.000000 Penalty: 5258.700195
	Iteration 31F: 3 clusters Score -5142773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -156610.937500 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -156610.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -154587.656250 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -154587.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -155254.484375 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -155254.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -155528.625000 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -155528.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -155741.703125 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -155741.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -155884.234375 Penalty: 3576.565918
	Iteration 4F: 3 clusters Score -155884.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -155962.703125 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -155962.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -156010.265625 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -156010.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -156033.625000 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -156033.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -156050.546875 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -156050.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -156075.265625 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -156075.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -156091.437500 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -156091.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -156099.734375 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -156099.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -156112.171875 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -156112.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -156128.140625 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -156128.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -156154.906250 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -156154.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -156183.140625 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -156183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -156186.890625 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -156186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -156188.328125 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -156188.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -156189.875000 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -156189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -156191.437500 Penalty: 3576.565918
	Iteration 19Q: 3 clusters Score -156191.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -156191.437500 Penalty: 3576.565918
	Iteration 20F: 3 clusters Score -156191.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Entering Unmasked Estep 
Score: -755639.500000 Penalty: 2179.003174
	Iteration 0F: 2 clusters Score -755639.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -750139.750000 Penalty: 4358.006348
	Iteration 0F: 3 clusters Score -750139.8 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -751594.375000 Penalty: 4358.006348
	Iteration 1F: 3 clusters Score -751594.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -751911.687500 Penalty: 4358.006348
	Iteration 2F: 3 clusters Score -751911.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -752161.375000 Penalty: 4358.006348
	Iteration 3F: 3 clusters Score -752161.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -752392.937500 Penalty: 4358.006348
	Iteration 4F: 3 clusters Score -752392.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -752593.750000 Penalty: 4358.006348
	Iteration 5Q: 3 clusters Score -752593.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -752726.125000 Penalty: 4358.006348
	Iteration 6Q: 3 clusters Score -752726.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -752818.625000 Penalty: 4358.006348
	Iteration 7Q: 3 clusters Score -752818.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -752904.875000 Penalty: 4358.006348
	Iteration 8Q: 3 clusters Score -752904.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -752980.500000 Penalty: 4358.006348
	Iteration 9Q: 3 clusters Score -752980.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -753055.250000 Penalty: 4358.006348
	Iteration 10Q: 3 clusters Score -753055.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -753121.250000 Penalty: 4358.006348
	Iteration 11Q: 3 clusters Score -753121.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -753181.687500 Penalty: 4358.006348
	Iteration 12Q: 3 clusters Score -753181.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -753236.812500 Penalty: 4358.006348
	Iteration 13Q: 3 clusters Score -753236.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -753275.875000 Penalty: 4358.006348
	Iteration 14Q: 3 clusters Score -753275.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -753307.937500 Penalty: 4358.006348
	Iteration 15Q: 3 clusters Score -753307.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -753336.437500 Penalty: 4358.006348
	Iteration 16Q: 3 clusters Score -753336.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -753355.625000 Penalty: 4358.006348
	Iteration 17Q: 3 clusters Score -753355.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -753376.125000 Penalty: 4358.006348
	Iteration 18Q: 3 clusters Score -753376.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -753385.875000 Penalty: 4358.006348
	Iteration 19Q: 3 clusters Score -753385.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -753398.000000 Penalty: 4358.006348
	Iteration 20F: 3 clusters Score -753398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -753402.687500 Penalty: 4358.006348
	Iteration 21Q: 3 clusters Score -753402.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -753408.000000 Penalty: 4358.006348
	Iteration 22Q: 3 clusters Score -753408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -753413.500000 Penalty: 4358.006348
	Iteration 23Q: 3 clusters Score -753413.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -753417.375000 Penalty: 4358.006348
	Iteration 24Q: 3 clusters Score -753417.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -753424.250000 Penalty: 4358.006348
	Iteration 25Q: 3 clusters Score -753424.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -753426.000000 Penalty: 4358.006348
	Iteration 26Q: 3 clusters Score -753426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -753424.500000 Penalty: 4358.006348
	Iteration 27Q: 3 clusters Score -753424.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -753428.937500 Penalty: 4358.006348
	Iteration 28Q: 3 clusters Score -753428.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -753429.437500 Penalty: 4358.006348
	Iteration 29Q: 3 clusters Score -753429.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -753430.625000 Penalty: 4358.006348
	Iteration 30Q: 3 clusters Score -753430.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -753432.125000 Penalty: 4358.006348
	Iteration 31Q: 3 clusters Score -753432.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -753432.250000 Penalty: 4358.006348
	Iteration 32Q: 3 clusters Score -753432.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -753432.812500 Penalty: 4358.006348
	Iteration 33Q: 3 clusters Score -753432.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -753436.937500 Penalty: 4358.006348
	Iteration 34Q: 3 clusters Score -753436.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -753440.812500 Penalty: 4358.006348
	Iteration 35Q: 3 clusters Score -753440.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -753442.375000 Penalty: 4358.006348
	Iteration 36Q: 3 clusters Score -753442.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -753442.937500 Penalty: 4358.006348
	Iteration 37Q: 3 clusters Score -753442.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -753444.750000 Penalty: 4358.006348
	Iteration 38Q: 3 clusters Score -753444.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -753444.375000 Penalty: 4358.006348
	Iteration 39Q: 3 clusters Score -753444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -753445.812500 Penalty: 4358.006348
	Iteration 40F: 3 clusters Score -753445.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -753445.562500 Penalty: 4358.006348
	Iteration 41Q: 3 clusters Score -753445.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -753445.562500 Penalty: 4358.006348
	Iteration 42F: 3 clusters Score -753445.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Entering Unmasked Estep 
Score: -735483.625000 Penalty: 2151.708984
	Iteration 0F: 2 clusters Score -735483.6 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 2994 members 
Entering Unmasked Estep 
Score: -730449.250000 Penalty: 4303.417969
	Iteration 0F: 3 clusters Score -730449.2 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -731716.812500 Penalty: 4303.417969
	Iteration 1F: 3 clusters Score -731716.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -732122.187500 Penalty: 4303.417969
	Iteration 2F: 3 clusters Score -732122.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -732562.687500 Penalty: 4303.417969
	Iteration 3F: 3 clusters Score -732562.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -732961.500000 Penalty: 4303.417969
	Iteration 4F: 3 clusters Score -732961.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -733320.250000 Penalty: 4303.417969
	Iteration 5F: 3 clusters Score -733320.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -733638.062500 Penalty: 4303.417969
	Iteration 6F: 3 clusters Score -733638.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -733856.625000 Penalty: 4303.417969
	Iteration 7Q: 3 clusters Score -733856.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -733991.312500 Penalty: 4303.417969
	Iteration 8Q: 3 clusters Score -733991.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -734070.437500 Penalty: 4303.417969
	Iteration 9Q: 3 clusters Score -734070.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -734127.500000 Penalty: 4303.417969
	Iteration 10Q: 3 clusters Score -734127.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -734164.937500 Penalty: 4303.417969
	Iteration 11Q: 3 clusters Score -734164.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -734192.187500 Penalty: 4303.417969
	Iteration 12Q: 3 clusters Score -734192.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -734213.312500 Penalty: 4303.417969
	Iteration 13Q: 3 clusters Score -734213.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -734231.312500 Penalty: 4303.417969
	Iteration 14Q: 3 clusters Score -734231.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -734241.812500 Penalty: 4303.417969
	Iteration 15Q: 3 clusters Score -734241.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -734247.875000 Penalty: 4303.417969
	Iteration 16Q: 3 clusters Score -734247.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -734256.437500 Penalty: 4303.417969
	Iteration 17Q: 3 clusters Score -734256.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -734263.437500 Penalty: 4303.417969
	Iteration 18Q: 3 clusters Score -734263.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -734274.000000 Penalty: 4303.417969
	Iteration 19Q: 3 clusters Score -734274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -734277.187500 Penalty: 4303.417969
	Iteration 20F: 3 clusters Score -734277.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -734280.562500 Penalty: 4303.417969
	Iteration 21Q: 3 clusters Score -734280.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -734284.312500 Penalty: 4303.417969
	Iteration 22Q: 3 clusters Score -734284.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -734287.875000 Penalty: 4303.417969
	Iteration 23Q: 3 clusters Score -734287.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -734290.562500 Penalty: 4303.417969
	Iteration 24Q: 3 clusters Score -734290.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -734294.062500 Penalty: 4303.417969
	Iteration 25Q: 3 clusters Score -734294.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -734299.125000 Penalty: 4303.417969
	Iteration 26Q: 3 clusters Score -734299.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -734300.250000 Penalty: 4303.417969
	Iteration 27Q: 3 clusters Score -734300.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -734303.250000 Penalty: 4303.417969
	Iteration 28Q: 3 clusters Score -734303.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -734304.750000 Penalty: 4303.417969
	Iteration 29Q: 3 clusters Score -734304.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -734306.187500 Penalty: 4303.417969
	Iteration 30Q: 3 clusters Score -734306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -734308.062500 Penalty: 4303.417969
	Iteration 31Q: 3 clusters Score -734308.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -734308.062500 Penalty: 4303.417969
	Iteration 32F: 3 clusters Score -734308.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Entering Unmasked Estep 
Score: -714427.937500 Penalty: 2133.499512
	Iteration 0F: 2 clusters Score -714427.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -709624.500000 Penalty: 4266.999023
	Iteration 0F: 3 clusters Score -709624.5 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -710821.562500 Penalty: 4266.999023
	Iteration 1F: 3 clusters Score -710821.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -711005.375000 Penalty: 4266.999023
	Iteration 2F: 3 clusters Score -711005.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -711115.937500 Penalty: 4266.999023
	Iteration 3Q: 3 clusters Score -711115.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -711211.875000 Penalty: 4266.999023
	Iteration 4Q: 3 clusters Score -711211.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -711290.500000 Penalty: 4266.999023
	Iteration 5Q: 3 clusters Score -711290.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -711349.000000 Penalty: 4266.999023
	Iteration 6Q: 3 clusters Score -711349 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -711407.812500 Penalty: 4266.999023
	Iteration 7Q: 3 clusters Score -711407.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -711461.062500 Penalty: 4266.999023
	Iteration 8Q: 3 clusters Score -711461.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -711507.250000 Penalty: 4266.999023
	Iteration 9Q: 3 clusters Score -711507.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -711558.750000 Penalty: 4266.999023
	Iteration 10Q: 3 clusters Score -711558.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -711606.875000 Penalty: 4266.999023
	Iteration 11Q: 3 clusters Score -711606.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -711659.750000 Penalty: 4266.999023
	Iteration 12Q: 3 clusters Score -711659.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -711715.125000 Penalty: 4266.999023
	Iteration 13Q: 3 clusters Score -711715.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -711777.500000 Penalty: 4266.999023
	Iteration 14Q: 3 clusters Score -711777.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -711850.250000 Penalty: 4266.999023
	Iteration 15Q: 3 clusters Score -711850.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -711928.875000 Penalty: 4266.999023
	Iteration 16Q: 3 clusters Score -711928.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -711998.687500 Penalty: 4266.999023
	Iteration 17Q: 3 clusters Score -711998.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -712078.312500 Penalty: 4266.999023
	Iteration 18Q: 3 clusters Score -712078.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -712166.687500 Penalty: 4266.999023
	Iteration 19Q: 3 clusters Score -712166.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -712243.312500 Penalty: 4266.999023
	Iteration 20F: 3 clusters Score -712243.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -712313.625000 Penalty: 4266.999023
	Iteration 21Q: 3 clusters Score -712313.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -712361.750000 Penalty: 4266.999023
	Iteration 22Q: 3 clusters Score -712361.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -712403.125000 Penalty: 4266.999023
	Iteration 23Q: 3 clusters Score -712403.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -712436.812500 Penalty: 4266.999023
	Iteration 24Q: 3 clusters Score -712436.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -712471.000000 Penalty: 4266.999023
	Iteration 25Q: 3 clusters Score -712471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -712494.312500 Penalty: 4266.999023
	Iteration 26Q: 3 clusters Score -712494.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -712508.250000 Penalty: 4266.999023
	Iteration 27Q: 3 clusters Score -712508.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -712520.500000 Penalty: 4266.999023
	Iteration 28Q: 3 clusters Score -712520.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -712527.375000 Penalty: 4266.999023
	Iteration 29Q: 3 clusters Score -712527.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -712538.937500 Penalty: 4266.999023
	Iteration 30Q: 3 clusters Score -712538.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -712545.125000 Penalty: 4266.999023
	Iteration 31Q: 3 clusters Score -712545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -712546.125000 Penalty: 4266.999023
	Iteration 32Q: 3 clusters Score -712546.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -712552.437500 Penalty: 4266.999023
	Iteration 33Q: 3 clusters Score -712552.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -712554.812500 Penalty: 4266.999023
	Iteration 34Q: 3 clusters Score -712554.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -712558.062500 Penalty: 4266.999023
	Iteration 35Q: 3 clusters Score -712558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -712557.875000 Penalty: 4266.999023
	Iteration 36Q: 3 clusters Score -712557.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -712560.625000 Penalty: 4266.999023
	Iteration 37Q: 3 clusters Score -712560.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -712562.750000 Penalty: 4266.999023
	Iteration 38Q: 3 clusters Score -712562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -712563.875000 Penalty: 4266.999023
	Iteration 39Q: 3 clusters Score -712563.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -712565.687500 Penalty: 4266.999023
	Iteration 40F: 3 clusters Score -712565.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -712569.250000 Penalty: 4266.999023
	Iteration 41Q: 3 clusters Score -712569.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -712575.312500 Penalty: 4266.999023
	Iteration 42Q: 3 clusters Score -712575.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -712578.687500 Penalty: 4266.999023
	Iteration 43Q: 3 clusters Score -712578.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -712581.250000 Penalty: 4266.999023
	Iteration 44Q: 3 clusters Score -712581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -712582.187500 Penalty: 4266.999023
	Iteration 45Q: 3 clusters Score -712582.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -712582.187500 Penalty: 4266.999023
	Iteration 46F: 3 clusters Score -712582.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -101028.789062 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -101028.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -99211.093750 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -99211.09 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -99927.359375 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -99927.36 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -100421.875000 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -100421.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -100769.703125 Penalty: 3390.784668
	Iteration 3F: 3 clusters Score -100769.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -101060.695312 Penalty: 3390.784668
	Iteration 4F: 3 clusters Score -101060.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -101214.515625 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -101214.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -101257.531250 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -101257.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -101269.796875 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -101269.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -101269.796875 Penalty: 3390.784668
	Iteration 8F: 3 clusters Score -101269.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40999 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20276 members 
Mstep: Class 7 contains 274334 members 
Mstep: Class 8 contains 40224 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 58162 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 159350 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 687 members 
Entering Unmasked Estep 
Score: -90836568.000000 Penalty: 76903.515625
Splitting cluster 13 changes total score from -90838072.000000 to -90836568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -290887.687500 Penalty: 1919.576904
	Iteration 0F: 2 clusters Score -290887.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -288094.937500 Penalty: 3839.153809
	Iteration 0F: 3 clusters Score -288094.9 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -288612.093750 Penalty: 3839.153809
	Iteration 1F: 3 clusters Score -288612.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -288747.562500 Penalty: 3839.153809
	Iteration 2F: 3 clusters Score -288747.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -288816.593750 Penalty: 3839.153809
	Iteration 3Q: 3 clusters Score -288816.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -288858.093750 Penalty: 3839.153809
	Iteration 4Q: 3 clusters Score -288858.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -288878.156250 Penalty: 3839.153809
	Iteration 5Q: 3 clusters Score -288878.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -288894.468750 Penalty: 3839.153809
	Iteration 6Q: 3 clusters Score -288894.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -288908.031250 Penalty: 3839.153809
	Iteration 7Q: 3 clusters Score -288908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -288917.031250 Penalty: 3839.153809
	Iteration 8Q: 3 clusters Score -288917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -288922.093750 Penalty: 3839.153809
	Iteration 9Q: 3 clusters Score -288922.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -288923.500000 Penalty: 3839.153809
	Iteration 10Q: 3 clusters Score -288923.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -288924.000000 Penalty: 3839.153809
	Iteration 11Q: 3 clusters Score -288924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -288924.000000 Penalty: 3839.153809
	Iteration 12F: 3 clusters Score -288924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Entering Unmasked Estep 
Score: -1665114.375000 Penalty: 2353.523682
	Iteration 0F: 2 clusters Score -1665114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1655435.000000 Penalty: 4707.047363
	Iteration 0F: 3 clusters Score -1655435 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1658471.625000 Penalty: 4707.047363
	Iteration 1F: 3 clusters Score -1658472 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1658849.875000 Penalty: 4707.047363
	Iteration 2F: 3 clusters Score -1658850 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1659194.625000 Penalty: 4707.047363
	Iteration 3F: 3 clusters Score -1659195 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1659556.375000 Penalty: 4707.047363
	Iteration 4Q: 3 clusters Score -1659556 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1659901.000000 Penalty: 4707.047363
	Iteration 5Q: 3 clusters Score -1659901 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1660175.500000 Penalty: 4707.047363
	Iteration 6Q: 3 clusters Score -1660176 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1660433.625000 Penalty: 4707.047363
	Iteration 7Q: 3 clusters Score -1660434 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1660686.250000 Penalty: 4707.047363
	Iteration 8Q: 3 clusters Score -1660686 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1660937.875000 Penalty: 4707.047363
	Iteration 9Q: 3 clusters Score -1660938 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1661159.500000 Penalty: 4707.047363
	Iteration 10Q: 3 clusters Score -1661160 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1661386.625000 Penalty: 4707.047363
	Iteration 11Q: 3 clusters Score -1661387 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1661622.750000 Penalty: 4707.047363
	Iteration 12Q: 3 clusters Score -1661623 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1661856.375000 Penalty: 4707.047363
	Iteration 13Q: 3 clusters Score -1661856 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1662078.375000 Penalty: 4707.047363
	Iteration 14Q: 3 clusters Score -1662078 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1662270.625000 Penalty: 4707.047363
	Iteration 15Q: 3 clusters Score -1662271 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1662446.250000 Penalty: 4707.047363
	Iteration 16Q: 3 clusters Score -1662446 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1662606.125000 Penalty: 4707.047363
	Iteration 17Q: 3 clusters Score -1662606 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1662711.375000 Penalty: 4707.047363
	Iteration 18Q: 3 clusters Score -1662711 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1662804.500000 Penalty: 4707.047363
	Iteration 19Q: 3 clusters Score -1662804 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1662873.750000 Penalty: 4707.047363
	Iteration 20F: 3 clusters Score -1662874 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1662928.750000 Penalty: 4707.047363
	Iteration 21Q: 3 clusters Score -1662929 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1662958.625000 Penalty: 4707.047363
	Iteration 22Q: 3 clusters Score -1662959 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1662977.500000 Penalty: 4707.047363
	Iteration 23Q: 3 clusters Score -1662978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1662987.500000 Penalty: 4707.047363
	Iteration 24Q: 3 clusters Score -1662988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1663001.375000 Penalty: 4707.047363
	Iteration 25Q: 3 clusters Score -1663001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1663007.250000 Penalty: 4707.047363
	Iteration 26Q: 3 clusters Score -1663007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1663016.875000 Penalty: 4707.047363
	Iteration 27Q: 3 clusters Score -1663017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1663031.250000 Penalty: 4707.047363
	Iteration 28Q: 3 clusters Score -1663031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1663042.875000 Penalty: 4707.047363
	Iteration 29Q: 3 clusters Score -1663043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1663051.500000 Penalty: 4707.047363
	Iteration 30Q: 3 clusters Score -1663052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1663057.125000 Penalty: 4707.047363
	Iteration 31Q: 3 clusters Score -1663057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1663062.375000 Penalty: 4707.047363
	Iteration 32Q: 3 clusters Score -1663062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1663065.875000 Penalty: 4707.047363
	Iteration 33Q: 3 clusters Score -1663066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1663069.250000 Penalty: 4707.047363
	Iteration 34Q: 3 clusters Score -1663069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1663073.750000 Penalty: 4707.047363
	Iteration 35Q: 3 clusters Score -1663074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1663079.625000 Penalty: 4707.047363
	Iteration 36Q: 3 clusters Score -1663080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1663089.500000 Penalty: 4707.047363
	Iteration 37Q: 3 clusters Score -1663090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1663096.375000 Penalty: 4707.047363
	Iteration 38Q: 3 clusters Score -1663096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1663094.500000 Penalty: 4707.047363
	Iteration 39Q: 3 clusters Score -1663094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1663097.125000 Penalty: 4707.047363
	Iteration 40F: 3 clusters Score -1663097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1663095.875000 Penalty: 4707.047363
	Iteration 41Q: 3 clusters Score -1663096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1663100.750000 Penalty: 4707.047363
	Iteration 42Q: 3 clusters Score -1663101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1663112.500000 Penalty: 4707.047363
	Iteration 43Q: 3 clusters Score -1663112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1663116.250000 Penalty: 4707.047363
	Iteration 44Q: 3 clusters Score -1663116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1663124.625000 Penalty: 4707.047363
	Iteration 45Q: 3 clusters Score -1663125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1663131.625000 Penalty: 4707.047363
	Iteration 46Q: 3 clusters Score -1663132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1663132.000000 Penalty: 4707.047363
	Iteration 47Q: 3 clusters Score -1663132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1663137.125000 Penalty: 4707.047363
	Iteration 48Q: 3 clusters Score -1663137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1663138.750000 Penalty: 4707.047363
	Iteration 49Q: 3 clusters Score -1663139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1663145.250000 Penalty: 4707.047363
	Iteration 50Q: 3 clusters Score -1663145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1663145.750000 Penalty: 4707.047363
	Iteration 51Q: 3 clusters Score -1663146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1663146.125000 Penalty: 4707.047363
	Iteration 52Q: 3 clusters Score -1663146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1663146.125000 Penalty: 4707.047363
	Iteration 53F: 3 clusters Score -1663146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -604756.562500 Penalty: 2126.948242
	Iteration 0F: 2 clusters Score -604756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -600052.875000 Penalty: 4253.896484
	Iteration 0F: 3 clusters Score -600052.9 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -601263.937500 Penalty: 4253.896484
	Iteration 1F: 3 clusters Score -601263.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -601531.750000 Penalty: 4253.896484
	Iteration 2F: 3 clusters Score -601531.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -601726.062500 Penalty: 4253.896484
	Iteration 3F: 3 clusters Score -601726.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -601874.812500 Penalty: 4253.896484
	Iteration 4Q: 3 clusters Score -601874.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -602010.812500 Penalty: 4253.896484
	Iteration 5Q: 3 clusters Score -602010.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -602119.687500 Penalty: 4253.896484
	Iteration 6Q: 3 clusters Score -602119.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -602205.375000 Penalty: 4253.896484
	Iteration 7Q: 3 clusters Score -602205.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -602273.500000 Penalty: 4253.896484
	Iteration 8Q: 3 clusters Score -602273.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -602336.937500 Penalty: 4253.896484
	Iteration 9Q: 3 clusters Score -602336.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -602399.000000 Penalty: 4253.896484
	Iteration 10Q: 3 clusters Score -602399 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -602457.125000 Penalty: 4253.896484
	Iteration 11Q: 3 clusters Score -602457.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -602501.375000 Penalty: 4253.896484
	Iteration 12Q: 3 clusters Score -602501.4 nChanged 76
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: -602531.812500 Penalty: 4253.896484
	Iteration 13Q: 3 clusters Score -602531.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -602557.125000 Penalty: 4253.896484
	Iteration 14Q: 3 clusters Score -602557.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -602583.562500 Penalty: 4253.896484
	Iteration 15Q: 3 clusters Score -602583.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -602607.062500 Penalty: 4253.896484
	Iteration 16Q: 3 clusters Score -602607.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -602631.437500 Penalty: 4253.896484
	Iteration 17Q: 3 clusters Score -602631.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -602651.750000 Penalty: 4253.896484
	Iteration 18Q: 3 clusters Score -602651.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -602676.125000 Penalty: 4253.896484
	Iteration 19Q: 3 clusters Score -602676.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -602697.875000 Penalty: 4253.896484
	Iteration 20F: 3 clusters Score -602697.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -602713.812500 Penalty: 4253.896484
	Iteration 21Q: 3 clusters Score -602713.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -602732.812500 Penalty: 4253.896484
	Iteration 22Q: 3 clusters Score -602732.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -602748.125000 Penalty: 4253.896484
	Iteration 23Q: 3 clusters Score -602748.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -602770.500000 Penalty: 4253.896484
	Iteration 24Q: 3 clusters Score -602770.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -602788.875000 Penalty: 4253.896484
	Iteration 25Q: 3 clusters Score -602788.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -602807.875000 Penalty: 4253.896484
	Iteration 26Q: 3 clusters Score -602807.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -602819.250000 Penalty: 4253.896484
	Iteration 27Q: 3 clusters Score -602819.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -602833.500000 Penalty: 4253.896484
	Iteration 28Q: 3 clusters Score -602833.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -602845.937500 Penalty: 4253.896484
	Iteration 29Q: 3 clusters Score -602845.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -602863.500000 Penalty: 4253.896484
	Iteration 30Q: 3 clusters Score -602863.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -602875.687500 Penalty: 4253.896484
	Iteration 31Q: 3 clusters Score -602875.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -602890.250000 Penalty: 4253.896484
	Iteration 32Q: 3 clusters Score -602890.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -602899.937500 Penalty: 4253.896484
	Iteration 33Q: 3 clusters Score -602899.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -602911.375000 Penalty: 4253.896484
	Iteration 34Q: 3 clusters Score -602911.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -602917.875000 Penalty: 4253.896484
	Iteration 35Q: 3 clusters Score -602917.9 nChanged 12
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: -602922.750000 Penalty: 4253.896484
	Iteration 36Q: 3 clusters Score -602922.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -602930.187500 Penalty: 4253.896484
	Iteration 37Q: 3 clusters Score -602930.2 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: -602936.312500 Penalty: 4253.896484
	Iteration 38Q: 3 clusters Score -602936.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -602939.437500 Penalty: 4253.896484
	Iteration 39Q: 3 clusters Score -602939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -602940.750000 Penalty: 4253.896484
	Iteration 40F: 3 clusters Score -602940.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -602944.625000 Penalty: 4253.896484
	Iteration 41Q: 3 clusters Score -602944.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -602946.312500 Penalty: 4253.896484
	Iteration 42Q: 3 clusters Score -602946.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -602948.562500 Penalty: 4253.896484
	Iteration 43Q: 3 clusters Score -602948.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -602951.562500 Penalty: 4253.896484
	Iteration 44Q: 3 clusters Score -602951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -602952.437500 Penalty: 4253.896484
	Iteration 45Q: 3 clusters Score -602952.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -602953.750000 Penalty: 4253.896484
	Iteration 46Q: 3 clusters Score -602953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -602955.937500 Penalty: 4253.896484
	Iteration 47Q: 3 clusters Score -602955.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -602958.625000 Penalty: 4253.896484
	Iteration 48Q: 3 clusters Score -602958.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -602959.625000 Penalty: 4253.896484
	Iteration 49Q: 3 clusters Score -602959.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -602961.000000 Penalty: 4253.896484
	Iteration 50Q: 3 clusters Score -602961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -602963.812500 Penalty: 4253.896484
	Iteration 51Q: 3 clusters Score -602963.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -602967.375000 Penalty: 4253.896484
	Iteration 52Q: 3 clusters Score -602967.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -602969.437500 Penalty: 4253.896484
	Iteration 53Q: 3 clusters Score -602969.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -602970.687500 Penalty: 4253.896484
	Iteration 54Q: 3 clusters Score -602970.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -602970.562500 Penalty: 4253.896484
	Iteration 55Q: 3 clusters Score -602970.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -602970.562500 Penalty: 4253.896484
	Iteration 56F: 3 clusters Score -602970.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Entering Unmasked Estep 
Score: -7440109.000000 Penalty: 2720.804932
	Iteration 0F: 2 clusters Score -7440109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -7401072.500000 Penalty: 5441.609863
	Iteration 0F: 3 clusters Score -7401072 nChanged 27030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -7416356.000000 Penalty: 5441.609863
	Iteration 1F: 3 clusters Score -7416356 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -7416978.500000 Penalty: 5441.609863
	Iteration 2Q: 3 clusters Score -7416978 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -7417684.500000 Penalty: 5441.609863
	Iteration 3Q: 3 clusters Score -7417684 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -7418710.500000 Penalty: 5441.609863
	Iteration 4Q: 3 clusters Score -7418710 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -7420448.500000 Penalty: 5441.609863
	Iteration 5F: 3 clusters Score -7420448 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -7423131.000000 Penalty: 5441.609863
	Iteration 6F: 3 clusters Score -7423131 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -7427105.000000 Penalty: 5441.609863
	Iteration 7F: 3 clusters Score -7427105 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -7431694.000000 Penalty: 5441.609863
	Iteration 8F: 3 clusters Score -7431694 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55144 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -7435069.500000 Penalty: 5441.609863
	Iteration 9F: 3 clusters Score -7435070 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7436662.000000 Penalty: 5441.609863
	Iteration 10Q: 3 clusters Score -7436662 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7437246.000000 Penalty: 5441.609863
	Iteration 11Q: 3 clusters Score -7437246 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7437466.500000 Penalty: 5441.609863
	Iteration 12Q: 3 clusters Score -7437466 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7437575.500000 Penalty: 5441.609863
	Iteration 13Q: 3 clusters Score -7437576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7437658.500000 Penalty: 5441.609863
	Iteration 14Q: 3 clusters Score -7437658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7437693.500000 Penalty: 5441.609863
	Iteration 15Q: 3 clusters Score -7437694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7437699.000000 Penalty: 5441.609863
	Iteration 16Q: 3 clusters Score -7437699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7437714.000000 Penalty: 5441.609863
	Iteration 17Q: 3 clusters Score -7437714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7437720.500000 Penalty: 5441.609863
	Iteration 18Q: 3 clusters Score -7437720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7437733.500000 Penalty: 5441.609863
	Iteration 19Q: 3 clusters Score -7437734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7437732.500000 Penalty: 5441.609863
	Iteration 20F: 3 clusters Score -7437732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7437747.000000 Penalty: 5441.609863
	Iteration 21Q: 3 clusters Score -7437747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7437743.500000 Penalty: 5441.609863
	Iteration 22Q: 3 clusters Score -7437744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57867 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7437743.500000 Penalty: 5441.609863
	Iteration 23F: 3 clusters Score -7437744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -37404.773438 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -37404.77 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 166 members 
Entering Unmasked Estep 
Score: -36060.792969 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -36060.79 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36249.066406 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -36249.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36316.378906 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -36316.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36358.777344 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -36358.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36430.839844 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -36430.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36499.222656 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -36499.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36567.011719 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -36567.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36622.214844 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -36622.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -36670.484375 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -36670.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36708.093750 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -36708.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36715.429688 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -36715.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36722.269531 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -36722.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36737.964844 Penalty: 2905.534668
	Iteration 12Q: 3 clusters Score -36737.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36751.343750 Penalty: 2905.534668
	Iteration 13Q: 3 clusters Score -36751.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36782.746094 Penalty: 2905.534668
	Iteration 14Q: 3 clusters Score -36782.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36812.218750 Penalty: 2905.534668
	Iteration 15Q: 3 clusters Score -36812.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36854.277344 Penalty: 2905.534668
	Iteration 16Q: 3 clusters Score -36854.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36856.851562 Penalty: 2905.534668
	Iteration 17Q: 3 clusters Score -36856.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36856.851562 Penalty: 2905.534668
	Iteration 18F: 3 clusters Score -36856.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Entering Unmasked Estep 
Score: -1928618.250000 Penalty: 2380.719727
	Iteration 0F: 2 clusters Score -1928618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1917893.625000 Penalty: 4761.439453
	Iteration 0F: 3 clusters Score -1917894 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1921264.125000 Penalty: 4761.439453
	Iteration 1F: 3 clusters Score -1921264 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1921565.375000 Penalty: 4761.439453
	Iteration 2F: 3 clusters Score -1921565 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1921802.375000 Penalty: 4761.439453
	Iteration 3Q: 3 clusters Score -1921802 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1922004.500000 Penalty: 4761.439453
	Iteration 4Q: 3 clusters Score -1922004 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1922194.125000 Penalty: 4761.439453
	Iteration 5Q: 3 clusters Score -1922194 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1922385.750000 Penalty: 4761.439453
	Iteration 6Q: 3 clusters Score -1922386 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1922622.625000 Penalty: 4761.439453
	Iteration 7Q: 3 clusters Score -1922623 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1922876.000000 Penalty: 4761.439453
	Iteration 8Q: 3 clusters Score -1922876 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1923153.125000 Penalty: 4761.439453
	Iteration 9Q: 3 clusters Score -1923153 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1923463.875000 Penalty: 4761.439453
	Iteration 10Q: 3 clusters Score -1923464 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1923826.875000 Penalty: 4761.439453
	Iteration 11Q: 3 clusters Score -1923827 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1924224.000000 Penalty: 4761.439453
	Iteration 12Q: 3 clusters Score -1924224 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1924612.875000 Penalty: 4761.439453
	Iteration 13Q: 3 clusters Score -1924613 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1924983.125000 Penalty: 4761.439453
	Iteration 14Q: 3 clusters Score -1924983 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1925313.500000 Penalty: 4761.439453
	Iteration 15Q: 3 clusters Score -1925314 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1925593.500000 Penalty: 4761.439453
	Iteration 16Q: 3 clusters Score -1925594 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1925818.625000 Penalty: 4761.439453
	Iteration 17Q: 3 clusters Score -1925819 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1926008.500000 Penalty: 4761.439453
	Iteration 18Q: 3 clusters Score -1926008 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1926137.500000 Penalty: 4761.439453
	Iteration 19Q: 3 clusters Score -1926138 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1926249.875000 Penalty: 4761.439453
	Iteration 20F: 3 clusters Score -1926250 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1926318.625000 Penalty: 4761.439453
	Iteration 21Q: 3 clusters Score -1926319 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1926370.250000 Penalty: 4761.439453
	Iteration 22Q: 3 clusters Score -1926370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1926414.500000 Penalty: 4761.439453
	Iteration 23Q: 3 clusters Score -1926414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1926445.375000 Penalty: 4761.439453
	Iteration 24Q: 3 clusters Score -1926445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1926475.625000 Penalty: 4761.439453
	Iteration 25Q: 3 clusters Score -1926476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1926500.125000 Penalty: 4761.439453
	Iteration 26Q: 3 clusters Score -1926500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1926513.125000 Penalty: 4761.439453
	Iteration 27Q: 3 clusters Score -1926513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1926536.250000 Penalty: 4761.439453
	Iteration 28Q: 3 clusters Score -1926536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1926545.250000 Penalty: 4761.439453
	Iteration 29Q: 3 clusters Score -1926545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1926550.750000 Penalty: 4761.439453
	Iteration 30Q: 3 clusters Score -1926551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1926562.625000 Penalty: 4761.439453
	Iteration 31Q: 3 clusters Score -1926563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1926568.750000 Penalty: 4761.439453
	Iteration 32Q: 3 clusters Score -1926569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1926576.125000 Penalty: 4761.439453
	Iteration 33Q: 3 clusters Score -1926576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1926577.875000 Penalty: 4761.439453
	Iteration 34Q: 3 clusters Score -1926578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1926583.500000 Penalty: 4761.439453
	Iteration 35Q: 3 clusters Score -1926584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1926592.875000 Penalty: 4761.439453
	Iteration 36Q: 3 clusters Score -1926593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1926598.625000 Penalty: 4761.439453
	Iteration 37Q: 3 clusters Score -1926599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1926599.250000 Penalty: 4761.439453
	Iteration 38Q: 3 clusters Score -1926599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1926601.500000 Penalty: 4761.439453
	Iteration 39Q: 3 clusters Score -1926602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1926603.125000 Penalty: 4761.439453
	Iteration 40F: 3 clusters Score -1926603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159350 members 
Entering Unmasked Estep 
Score: -20717674.000000 Penalty: 2970.756836
	Iteration 0F: 2 clusters Score -2.071767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 79920 members 
Entering Unmasked Estep 
Score: -20612548.000000 Penalty: 5941.513672
	Iteration 0F: 3 clusters Score -2.061255e+07 nChanged 76223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75065 members 
Mstep: Class 2 contains 84285 members 
Entering Unmasked Estep 
Score: -20657622.000000 Penalty: 5941.513672
	Iteration 1F: 3 clusters Score -2.065762e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 86992 members 
Entering Unmasked Estep 
Score: -20659660.000000 Penalty: 5941.513672
	Iteration 2Q: 3 clusters Score -2.065966e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 91034 members 
Entering Unmasked Estep 
Score: -20662148.000000 Penalty: 5941.513672
	Iteration 3Q: 3 clusters Score -2.066215e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 96985 members 
Entering Unmasked Estep 
Score: -20666596.000000 Penalty: 5941.513672
	Iteration 4F: 3 clusters Score -2.06666e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 105052 members 
Entering Unmasked Estep 
Score: -20673568.000000 Penalty: 5941.513672
	Iteration 5F: 3 clusters Score -2.067357e+07 nChanged 11656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 114924 members 
Entering Unmasked Estep 
Score: -20682750.000000 Penalty: 5941.513672
	Iteration 6F: 3 clusters Score -2.068275e+07 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 125409 members 
Entering Unmasked Estep 
Score: -20693206.000000 Penalty: 5941.513672
	Iteration 7F: 3 clusters Score -2.069321e+07 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 134382 members 
Entering Unmasked Estep 
Score: -20701852.000000 Penalty: 5941.513672
	Iteration 8F: 3 clusters Score -2.070185e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 140779 members 
Entering Unmasked Estep 
Score: -20707518.000000 Penalty: 5941.513672
	Iteration 9Q: 3 clusters Score -2.070752e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 145113 members 
Entering Unmasked Estep 
Score: -20711176.000000 Penalty: 5941.513672
	Iteration 10Q: 3 clusters Score -2.071118e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 147958 members 
Entering Unmasked Estep 
Score: -20713486.000000 Penalty: 5941.513672
	Iteration 11Q: 3 clusters Score -2.071349e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 149910 members 
Entering Unmasked Estep 
Score: -20714882.000000 Penalty: 5941.513672
	Iteration 12Q: 3 clusters Score -2.071488e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 151314 members 
Entering Unmasked Estep 
Score: -20715664.000000 Penalty: 5941.513672
	Iteration 13Q: 3 clusters Score -2.071566e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 152280 members 
Entering Unmasked Estep 
Score: -20716194.000000 Penalty: 5941.513672
	Iteration 14Q: 3 clusters Score -2.071619e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 153007 members 
Entering Unmasked Estep 
Score: -20716516.000000 Penalty: 5941.513672
	Iteration 15Q: 3 clusters Score -2.071652e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 153550 members 
Entering Unmasked Estep 
Score: -20716814.000000 Penalty: 5941.513672
	Iteration 16Q: 3 clusters Score -2.071681e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 153951 members 
Entering Unmasked Estep 
Score: -20717004.000000 Penalty: 5941.513672
	Iteration 17Q: 3 clusters Score -2.0717e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 154271 members 
Entering Unmasked Estep 
Score: -20717084.000000 Penalty: 5941.513672
	Iteration 18Q: 3 clusters Score -2.071708e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 154528 members 
Entering Unmasked Estep 
Score: -20717198.000000 Penalty: 5941.513672
	Iteration 19Q: 3 clusters Score -2.07172e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 154739 members 
Entering Unmasked Estep 
Score: -20717294.000000 Penalty: 5941.513672
	Iteration 20F: 3 clusters Score -2.071729e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 154911 members 
Entering Unmasked Estep 
Score: -20717316.000000 Penalty: 5941.513672
	Iteration 21Q: 3 clusters Score -2.071732e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 155035 members 
Entering Unmasked Estep 
Score: -20717386.000000 Penalty: 5941.513672
	Iteration 22Q: 3 clusters Score -2.071739e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 155131 members 
Entering Unmasked Estep 
Score: -20717386.000000 Penalty: 5941.513672
	Iteration 23Q: 3 clusters Score -2.071739e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 155223 members 
Entering Unmasked Estep 
Score: -20717406.000000 Penalty: 5941.513672
	Iteration 24Q: 3 clusters Score -2.071741e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 155294 members 
Entering Unmasked Estep 
Score: -20717428.000000 Penalty: 5941.513672
	Iteration 25Q: 3 clusters Score -2.071743e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 155350 members 
Entering Unmasked Estep 
Score: -20717434.000000 Penalty: 5941.513672
	Iteration 26Q: 3 clusters Score -2.071743e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 155390 members 
Entering Unmasked Estep 
Score: -20717448.000000 Penalty: 5941.513672
	Iteration 27Q: 3 clusters Score -2.071745e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 155423 members 
Entering Unmasked Estep 
Score: -20717462.000000 Penalty: 5941.513672
	Iteration 28Q: 3 clusters Score -2.071746e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 155440 members 
Entering Unmasked Estep 
Score: -20717440.000000 Penalty: 5941.513672
	Iteration 29Q: 3 clusters Score -2.071744e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 155456 members 
Entering Unmasked Estep 
Score: -20717466.000000 Penalty: 5941.513672
	Iteration 30Q: 3 clusters Score -2.071747e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 155476 members 
Entering Unmasked Estep 
Score: -20717486.000000 Penalty: 5941.513672
	Iteration 31Q: 3 clusters Score -2.071749e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 155496 members 
Entering Unmasked Estep 
Score: -20717492.000000 Penalty: 5941.513672
	Iteration 32Q: 3 clusters Score -2.071749e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 155514 members 
Entering Unmasked Estep 
Score: -20717444.000000 Penalty: 5941.513672
	Iteration 33Q: 3 clusters Score -2.071744e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 155530 members 
Entering Unmasked Estep 
Score: -20717436.000000 Penalty: 5941.513672
	Iteration 34Q: 3 clusters Score -2.071744e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 155542 members 
Entering Unmasked Estep 
Score: -20717442.000000 Penalty: 5941.513672
	Iteration 35Q: 3 clusters Score -2.071744e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 155556 members 
Entering Unmasked Estep 
Score: -20717470.000000 Penalty: 5941.513672
	Iteration 36Q: 3 clusters Score -2.071747e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 155574 members 
Entering Unmasked Estep 
Score: -20717472.000000 Penalty: 5941.513672
	Iteration 37Q: 3 clusters Score -2.071747e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 155587 members 
Entering Unmasked Estep 
Score: -20717452.000000 Penalty: 5941.513672
	Iteration 38Q: 3 clusters Score -2.071745e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 155601 members 
Entering Unmasked Estep 
Score: -20717470.000000 Penalty: 5941.513672
	Iteration 39Q: 3 clusters Score -2.071747e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 155624 members 
Entering Unmasked Estep 
Score: -20717480.000000 Penalty: 5941.513672
	Iteration 40F: 3 clusters Score -2.071748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 155629 members 
Entering Unmasked Estep 
Score: -20717476.000000 Penalty: 5941.513672
	Iteration 41Q: 3 clusters Score -2.071748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 155631 members 
Entering Unmasked Estep 
Score: -20717480.000000 Penalty: 5941.513672
	Iteration 42Q: 3 clusters Score -2.071748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 155634 members 
Entering Unmasked Estep 
Score: -20717466.000000 Penalty: 5941.513672
	Iteration 43Q: 3 clusters Score -2.071747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 155634 members 
Entering Unmasked Estep 
Score: -20717468.000000 Penalty: 5941.513672
	Iteration 44Q: 3 clusters Score -2.071747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 155637 members 
Entering Unmasked Estep 
Score: -20717462.000000 Penalty: 5941.513672
	Iteration 45Q: 3 clusters Score -2.071746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 155639 members 
Entering Unmasked Estep 
Score: -20717470.000000 Penalty: 5941.513672
	Iteration 46Q: 3 clusters Score -2.071747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 155641 members 
Entering Unmasked Estep 
Score: -20717474.000000 Penalty: 5941.513672
	Iteration 47Q: 3 clusters Score -2.071747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 155641 members 
Entering Unmasked Estep 
Score: -20717472.000000 Penalty: 5941.513672
	Iteration 48Q: 3 clusters Score -2.071747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 155643 members 
Entering Unmasked Estep 
Score: -20717476.000000 Penalty: 5941.513672
	Iteration 49Q: 3 clusters Score -2.071748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 155647 members 
Entering Unmasked Estep 
Score: -20717474.000000 Penalty: 5941.513672
	Iteration 50Q: 3 clusters Score -2.071747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 155649 members 
Entering Unmasked Estep 
Score: -20717482.000000 Penalty: 5941.513672
	Iteration 51Q: 3 clusters Score -2.071748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 155652 members 
Entering Unmasked Estep 
Score: -20717490.000000 Penalty: 5941.513672
	Iteration 52Q: 3 clusters Score -2.071749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 155657 members 
Entering Unmasked Estep 
Score: -20717474.000000 Penalty: 5941.513672
	Iteration 53Q: 3 clusters Score -2.071747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 155663 members 
Entering Unmasked Estep 
Score: -20717460.000000 Penalty: 5941.513672
	Iteration 54Q: 3 clusters Score -2.071746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 155666 members 
Entering Unmasked Estep 
Score: -20717458.000000 Penalty: 5941.513672
	Iteration 55Q: 3 clusters Score -2.071746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 155667 members 
Entering Unmasked Estep 
Score: -20717458.000000 Penalty: 5941.513672
	Iteration 56Q: 3 clusters Score -2.071746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 155668 members 
Entering Unmasked Estep 
Score: -20717448.000000 Penalty: 5941.513672
	Iteration 57Q: 3 clusters Score -2.071745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 155672 members 
Entering Unmasked Estep 
Score: -20717444.000000 Penalty: 5941.513672
	Iteration 58Q: 3 clusters Score -2.071744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 155675 members 
Entering Unmasked Estep 
Score: -20717446.000000 Penalty: 5941.513672
	Iteration 59Q: 3 clusters Score -2.071745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 155677 members 
Entering Unmasked Estep 
Score: -20717444.000000 Penalty: 5941.513672
	Iteration 60F: 3 clusters Score -2.071744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 155678 members 
Entering Unmasked Estep 
Score: -20717446.000000 Penalty: 5941.513672
	Iteration 61Q: 3 clusters Score -2.071745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 155680 members 
Entering Unmasked Estep 
Score: -20717444.000000 Penalty: 5941.513672
	Iteration 62Q: 3 clusters Score -2.071744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 155681 members 
Entering Unmasked Estep 
Score: -20717436.000000 Penalty: 5941.513672
	Iteration 63Q: 3 clusters Score -2.071744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 155683 members 
Entering Unmasked Estep 
Score: -20717454.000000 Penalty: 5941.513672
	Iteration 64Q: 3 clusters Score -2.071745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 155685 members 
Entering Unmasked Estep 
Score: -20717444.000000 Penalty: 5941.513672
	Iteration 65Q: 3 clusters Score -2.071744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 155688 members 
Entering Unmasked Estep 
Score: -20717456.000000 Penalty: 5941.513672
	Iteration 66Q: 3 clusters Score -2.071746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 155690 members 
Entering Unmasked Estep 
Score: -20717450.000000 Penalty: 5941.513672
	Iteration 67Q: 3 clusters Score -2.071745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 155690 members 
Entering Unmasked Estep 
Score: -20717450.000000 Penalty: 5941.513672
	Iteration 68F: 3 clusters Score -2.071745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -76066.257812 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -76066.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -74466.625000 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -74466.62 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -74902.953125 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -74902.95 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -75557.218750 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -75557.22 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -76270.984375 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -76270.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -76794.351562 Penalty: 3238.591797
	Iteration 4F: 3 clusters Score -76794.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -77002.257812 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -77002.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -77140.218750 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -77140.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -77174.015625 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -77174.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -77181.343750 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -77181.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -77186.859375 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -77186.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -77192.617188 Penalty: 3238.591797
	Iteration 10Q: 3 clusters Score -77192.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -77192.617188 Penalty: 3238.591797
	Iteration 11F: 3 clusters Score -77192.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40999 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20276 members 
Mstep: Class 7 contains 274334 members 
Mstep: Class 8 contains 40224 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 58162 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 159350 members 
Mstep: Class 21 contains 166 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 519 members 
Entering Unmasked Estep 
Score: -90837432.000000 Penalty: 76903.515625
Splitting cluster 21 changes total score from -90838072.000000 to -90837432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -84570.812500 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -84570.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82889.031250 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -82889.03 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -83435.718750 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -83435.72 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83639.492188 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -83639.49 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83826.375000 Penalty: 3290.778320
	Iteration 3F: 3 clusters Score -83826.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83987.460938 Penalty: 3290.778320
	Iteration 4F: 3 clusters Score -83987.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84064.796875 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -84064.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84156.398438 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -84156.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84228.023438 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -84228.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -84276.132812 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -84276.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -84331.656250 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -84331.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -84372.101562 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -84372.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84398.578125 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -84398.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -84430.906250 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -84430.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -84453.015625 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -84453.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -84481.789062 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -84481.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84499.226562 Penalty: 3290.778320
	Iteration 15Q: 3 clusters Score -84499.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -84500.976562 Penalty: 3290.778320
	Iteration 16Q: 3 clusters Score -84500.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84507.328125 Penalty: 3290.778320
	Iteration 17Q: 3 clusters Score -84507.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84509.695312 Penalty: 3290.778320
	Iteration 18F: 3 clusters Score -84509.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84516.171875 Penalty: 3290.778320
	Iteration 19Q: 3 clusters Score -84516.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84521.210938 Penalty: 3290.778320
	Iteration 20F: 3 clusters Score -84521.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40999 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20276 members 
Mstep: Class 7 contains 274334 members 
Mstep: Class 8 contains 40224 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 58162 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14760 members 
Mstep: Class 20 contains 159350 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838024.000000 Penalty: 73559.882812
Iteration 359Q: 23 clusters Score -9.083802e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40997 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20274 members 
Mstep: Class 7 contains 274309 members 
Mstep: Class 8 contains 40223 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 58164 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14758 members 
Mstep: Class 20 contains 159374 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838000.000000 Penalty: 73559.882812
Iteration 360F: 23 clusters Score -9.0838e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40996 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20268 members 
Mstep: Class 7 contains 274289 members 
Mstep: Class 8 contains 40220 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6547 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5303 members 
Mstep: Class 17 contains 58165 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14757 members 
Mstep: Class 20 contains 159396 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837960.000000 Penalty: 73559.882812
Iteration 361Q: 23 clusters Score -9.083796e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40996 members 
Mstep: Class 5 contains 26424 members 
Mstep: Class 6 contains 20271 members 
Mstep: Class 7 contains 274266 members 
Mstep: Class 8 contains 40218 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13226 members 
Mstep: Class 16 contains 5303 members 
Mstep: Class 17 contains 58166 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14755 members 
Mstep: Class 20 contains 159416 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837976.000000 Penalty: 73559.882812
Iteration 362Q: 23 clusters Score -9.083798e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40994 members 
Mstep: Class 5 contains 26425 members 
Mstep: Class 6 contains 20274 members 
Mstep: Class 7 contains 274255 members 
Mstep: Class 8 contains 40216 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5302 members 
Mstep: Class 17 contains 58165 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14754 members 
Mstep: Class 20 contains 159427 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837960.000000 Penalty: 73559.882812
Iteration 363Q: 23 clusters Score -9.083796e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40994 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20279 members 
Mstep: Class 7 contains 274238 members 
Mstep: Class 8 contains 40216 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6551 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5304 members 
Mstep: Class 17 contains 58165 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14753 members 
Mstep: Class 20 contains 159439 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837936.000000 Penalty: 73559.882812
Iteration 364Q: 23 clusters Score -9.083794e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40994 members 
Mstep: Class 5 contains 26420 members 
Mstep: Class 6 contains 20278 members 
Mstep: Class 7 contains 274219 members 
Mstep: Class 8 contains 40217 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5305 members 
Mstep: Class 17 contains 58167 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14752 members 
Mstep: Class 20 contains 159457 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837960.000000 Penalty: 73559.882812
Iteration 365Q: 23 clusters Score -9.083796e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40994 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20277 members 
Mstep: Class 7 contains 274203 members 
Mstep: Class 8 contains 40212 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13224 members 
Mstep: Class 16 contains 5306 members 
Mstep: Class 17 contains 58167 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14752 members 
Mstep: Class 20 contains 159477 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837984.000000 Penalty: 73559.882812
Iteration 366Q: 23 clusters Score -9.083798e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 40995 members 
Mstep: Class 5 contains 26422 members 
Mstep: Class 6 contains 20278 members 
Mstep: Class 7 contains 274191 members 
Mstep: Class 8 contains 40210 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6551 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13221 members 
Mstep: Class 16 contains 5309 members 
Mstep: Class 17 contains 58167 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14752 members 
Mstep: Class 20 contains 159494 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837912.000000 Penalty: 73559.882812
Iteration 367Q: 23 clusters Score -9.083791e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 40995 members 
Mstep: Class 5 contains 26422 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 274163 members 
Mstep: Class 8 contains 40210 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6551 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 58169 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14753 members 
Mstep: Class 20 contains 159514 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837808.000000 Penalty: 73559.882812
Iteration 368Q: 23 clusters Score -9.083781e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 40993 members 
Mstep: Class 5 contains 26424 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 274135 members 
Mstep: Class 8 contains 40207 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6551 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 58174 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14754 members 
Mstep: Class 20 contains 159538 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837888.000000 Penalty: 73559.882812
Iteration 369Q: 23 clusters Score -9.083789e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 40992 members 
Mstep: Class 5 contains 26424 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 274109 members 
Mstep: Class 8 contains 40204 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 58176 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14754 members 
Mstep: Class 20 contains 159563 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837904.000000 Penalty: 73559.882812
Iteration 370Q: 23 clusters Score -9.08379e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 40992 members 
Mstep: Class 5 contains 26424 members 
Mstep: Class 6 contains 20288 members 
Mstep: Class 7 contains 274087 members 
Mstep: Class 8 contains 40202 members 
Mstep: Class 9 contains 1355 members 
Mstep: Class 10 contains 6551 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5448 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 58177 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14753 members 
Mstep: Class 20 contains 159584 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837872.000000 Penalty: 73559.882812
Iteration 371Q: 23 clusters Score -9.083787e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 40995 members 
Mstep: Class 5 contains 26425 members 
Mstep: Class 6 contains 20292 members 
Mstep: Class 7 contains 274060 members 
Mstep: Class 8 contains 40201 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5449 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13218 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 58179 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14753 members 
Mstep: Class 20 contains 159599 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837960.000000 Penalty: 73559.882812
Iteration 372Q: 23 clusters Score -9.083796e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 40994 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20294 members 
Mstep: Class 7 contains 274050 members 
Mstep: Class 8 contains 40198 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5450 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 58179 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14753 members 
Mstep: Class 20 contains 159604 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837904.000000 Penalty: 73559.882812
Iteration 373Q: 23 clusters Score -9.08379e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 718 members 
Mstep: Class 4 contains 40991 members 
Mstep: Class 5 contains 26429 members 
Mstep: Class 6 contains 20293 members 
Mstep: Class 7 contains 274036 members 
Mstep: Class 8 contains 40198 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5452 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5308 members 
Mstep: Class 17 contains 58182 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14753 members 
Mstep: Class 20 contains 159611 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837912.000000 Penalty: 73559.882812
Iteration 374Q: 23 clusters Score -9.083791e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 718 members 
Mstep: Class 4 contains 40994 members 
Mstep: Class 5 contains 26429 members 
Mstep: Class 6 contains 20292 members 
Mstep: Class 7 contains 274019 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5453 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 58187 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14751 members 
Mstep: Class 20 contains 159618 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837928.000000 Penalty: 73559.882812
Iteration 375Q: 23 clusters Score -9.083793e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 718 members 
Mstep: Class 4 contains 40994 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 20291 members 
Mstep: Class 7 contains 274017 members 
Mstep: Class 8 contains 40198 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6553 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5453 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 5309 members 
Mstep: Class 17 contains 58188 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14749 members 
Mstep: Class 20 contains 159619 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837968.000000 Penalty: 73559.882812
Iteration 376Q: 23 clusters Score -9.083797e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 40995 members 
Mstep: Class 5 contains 26429 members 
Mstep: Class 6 contains 20287 members 
Mstep: Class 7 contains 274021 members 
Mstep: Class 8 contains 40197 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6552 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5453 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5310 members 
Mstep: Class 17 contains 58190 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14748 members 
Mstep: Class 20 contains 159616 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837976.000000 Penalty: 73559.882812
Iteration 377Q: 23 clusters Score -9.083798e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 40996 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 274022 members 
Mstep: Class 8 contains 40195 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6553 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5453 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13217 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 58192 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14747 members 
Mstep: Class 20 contains 159611 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837944.000000 Penalty: 73559.882812
Iteration 378Q: 23 clusters Score -9.083794e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40997 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 274024 members 
Mstep: Class 8 contains 40194 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6553 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5453 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13218 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 58194 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14748 members 
Mstep: Class 20 contains 159602 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837976.000000 Penalty: 73559.882812
Iteration 379Q: 23 clusters Score -9.083798e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40999 members 
Mstep: Class 5 contains 26429 members 
Mstep: Class 6 contains 20289 members 
Mstep: Class 7 contains 274020 members 
Mstep: Class 8 contains 40195 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5453 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13218 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 58197 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14747 members 
Mstep: Class 20 contains 159598 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837968.000000 Penalty: 73559.882812
Iteration 380F: 23 clusters Score -9.083797e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 41000 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20288 members 
Mstep: Class 7 contains 274020 members 
Mstep: Class 8 contains 40195 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6557 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5453 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13218 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 58197 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14747 members 
Mstep: Class 20 contains 159592 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837920.000000 Penalty: 73559.882812
Iteration 381Q: 23 clusters Score -9.083792e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 41003 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20283 members 
Mstep: Class 7 contains 274019 members 
Mstep: Class 8 contains 40197 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6559 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5453 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13218 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 58198 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14748 members 
Mstep: Class 20 contains 159587 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90838000.000000 Penalty: 73559.882812
Iteration 382Q: 23 clusters Score -9.0838e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 41005 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20282 members 
Mstep: Class 7 contains 274016 members 
Mstep: Class 8 contains 40198 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6560 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13218 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 58198 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14746 members 
Mstep: Class 20 contains 159588 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837960.000000 Penalty: 73559.882812
Iteration 383Q: 23 clusters Score -9.083796e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 41004 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20286 members 
Mstep: Class 7 contains 274009 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6562 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13218 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 58198 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 20 contains 159589 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837944.000000 Penalty: 73559.882812
Iteration 384Q: 23 clusters Score -9.083794e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 41001 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 274009 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6563 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 58198 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159593 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837872.000000 Penalty: 73559.882812
Iteration 385Q: 23 clusters Score -9.083787e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 720 members 
Mstep: Class 4 contains 40999 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20282 members 
Mstep: Class 7 contains 274008 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6564 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 58196 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14740 members 
Mstep: Class 20 contains 159599 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837904.000000 Penalty: 73559.882812
Iteration 386Q: 23 clusters Score -9.08379e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 721 members 
Mstep: Class 4 contains 40999 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 274005 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6563 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 58199 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159600 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837904.000000 Penalty: 73559.882812
Iteration 387Q: 23 clusters Score -9.08379e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 721 members 
Mstep: Class 4 contains 41000 members 
Mstep: Class 5 contains 26425 members 
Mstep: Class 6 contains 20281 members 
Mstep: Class 7 contains 274008 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6564 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 58201 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159590 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837912.000000 Penalty: 73559.882812
Iteration 388Q: 23 clusters Score -9.083791e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 41000 members 
Mstep: Class 5 contains 26425 members 
Mstep: Class 6 contains 20279 members 
Mstep: Class 7 contains 274011 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6563 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 58203 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159583 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837888.000000 Penalty: 73559.882812
Iteration 389Q: 23 clusters Score -9.083789e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 41000 members 
Mstep: Class 5 contains 26425 members 
Mstep: Class 6 contains 20277 members 
Mstep: Class 7 contains 274005 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6563 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 58205 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159582 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837880.000000 Penalty: 73559.882812
Iteration 390Q: 23 clusters Score -9.083788e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40999 members 
Mstep: Class 5 contains 26425 members 
Mstep: Class 6 contains 20275 members 
Mstep: Class 7 contains 274006 members 
Mstep: Class 8 contains 40201 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6563 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5456 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 58208 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159575 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837904.000000 Penalty: 73559.882812
Iteration 391Q: 23 clusters Score -9.08379e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40997 members 
Mstep: Class 5 contains 26424 members 
Mstep: Class 6 contains 20273 members 
Mstep: Class 7 contains 274002 members 
Mstep: Class 8 contains 40201 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6564 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 58212 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159581 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837960.000000 Penalty: 73559.882812
Iteration 392Q: 23 clusters Score -9.083796e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 2645 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40995 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20273 members 
Mstep: Class 7 contains 274004 members 
Mstep: Class 8 contains 40201 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 58216 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159574 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837968.000000 Penalty: 73559.882812
Iteration 393Q: 23 clusters Score -9.083797e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40994 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20268 members 
Mstep: Class 7 contains 274012 members 
Mstep: Class 8 contains 40201 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 5862 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58217 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159567 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837960.000000 Penalty: 73559.882812
Iteration 394Q: 23 clusters Score -9.083796e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40994 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20266 members 
Mstep: Class 7 contains 274011 members 
Mstep: Class 8 contains 40201 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 5863 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13218 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58216 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159565 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837920.000000 Penalty: 73559.882812
Iteration 395Q: 23 clusters Score -9.083792e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40995 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20260 members 
Mstep: Class 7 contains 274004 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 5864 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13218 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58219 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159566 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837856.000000 Penalty: 73559.882812
Iteration 396Q: 23 clusters Score -9.083786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40994 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20260 members 
Mstep: Class 7 contains 274003 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 5865 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13218 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58220 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159566 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837928.000000 Penalty: 73559.882812
Iteration 397Q: 23 clusters Score -9.083793e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40994 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20256 members 
Mstep: Class 7 contains 274005 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 5867 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13218 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58217 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159568 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837880.000000 Penalty: 73559.882812
Iteration 398Q: 23 clusters Score -9.083788e+07 nChanged 21
Entering ConstructFrom: 
Score: -90837880.000000 Penalty: 73559.882812
Entering ConstructFrom: 
Trying to split cluster 1 (36106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Entering Unmasked Estep 
Score: -4554401.000000 Penalty: 2602.565186
	Iteration 0F: 2 clusters Score -4554401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -4529941.000000 Penalty: 5205.130371
	Iteration 0F: 3 clusters Score -4529941 nChanged 16402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -4538984.000000 Penalty: 5205.130371
	Iteration 1F: 3 clusters Score -4538984 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -4539795.500000 Penalty: 5205.130371
	Iteration 2F: 3 clusters Score -4539796 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -4540825.000000 Penalty: 5205.130371
	Iteration 3F: 3 clusters Score -4540825 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -4542322.000000 Penalty: 5205.130371
	Iteration 4F: 3 clusters Score -4542322 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -4544364.000000 Penalty: 5205.130371
	Iteration 5F: 3 clusters Score -4544364 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -4546465.500000 Penalty: 5205.130371
	Iteration 6F: 3 clusters Score -4546466 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -4548308.500000 Penalty: 5205.130371
	Iteration 7F: 3 clusters Score -4548308 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -4549908.500000 Penalty: 5205.130371
	Iteration 8Q: 3 clusters Score -4549908 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -4551359.500000 Penalty: 5205.130371
	Iteration 9Q: 3 clusters Score -4551360 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -4552435.500000 Penalty: 5205.130371
	Iteration 10Q: 3 clusters Score -4552436 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4553099.000000 Penalty: 5205.130371
	Iteration 11Q: 3 clusters Score -4553099 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -4553546.000000 Penalty: 5205.130371
	Iteration 12Q: 3 clusters Score -4553546 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -4553865.000000 Penalty: 5205.130371
	Iteration 13Q: 3 clusters Score -4553865 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -4554037.000000 Penalty: 5205.130371
	Iteration 14Q: 3 clusters Score -4554037 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4554094.000000 Penalty: 5205.130371
	Iteration 15Q: 3 clusters Score -4554094 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4554126.500000 Penalty: 5205.130371
	Iteration 16Q: 3 clusters Score -4554126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4554137.000000 Penalty: 5205.130371
	Iteration 17Q: 3 clusters Score -4554137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4554148.500000 Penalty: 5205.130371
	Iteration 18Q: 3 clusters Score -4554148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4554145.000000 Penalty: 5205.130371
	Iteration 19Q: 3 clusters Score -4554145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4554146.500000 Penalty: 5205.130371
	Iteration 20F: 3 clusters Score -4554146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4554146.000000 Penalty: 5205.130371
	Iteration 21Q: 3 clusters Score -4554146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4554148.500000 Penalty: 5205.130371
	Iteration 22Q: 3 clusters Score -4554148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4554146.500000 Penalty: 5205.130371
	Iteration 23Q: 3 clusters Score -4554146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4554146.500000 Penalty: 5205.130371
	Iteration 24F: 3 clusters Score -4554146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -328922.187500 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -328922.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -325929.906250 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -325929.9 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -327095.906250 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -327095.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -328219.281250 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -328219.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -328915.062500 Penalty: 3908.503906
	Iteration 3F: 3 clusters Score -328915.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -329246.062500 Penalty: 3908.503906
	Iteration 4F: 3 clusters Score -329246.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -329375.125000 Penalty: 3908.503906
	Iteration 5Q: 3 clusters Score -329375.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -329434.156250 Penalty: 3908.503906
	Iteration 6Q: 3 clusters Score -329434.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -329470.437500 Penalty: 3908.503906
	Iteration 7Q: 3 clusters Score -329470.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -329481.687500 Penalty: 3908.503906
	Iteration 8Q: 3 clusters Score -329481.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -329494.000000 Penalty: 3908.503906
	Iteration 9Q: 3 clusters Score -329494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -329499.406250 Penalty: 3908.503906
	Iteration 10Q: 3 clusters Score -329499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -329503.437500 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -329503.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -329506.312500 Penalty: 3908.503906
	Iteration 12Q: 3 clusters Score -329506.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -329506.687500 Penalty: 3908.503906
	Iteration 13Q: 3 clusters Score -329506.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -329506.687500 Penalty: 3908.503906
	Iteration 14F: 3 clusters Score -329506.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 2139 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40994 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 20257 members 
Mstep: Class 7 contains 273995 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 5867 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13218 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58219 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159574 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 505 members 
Entering Unmasked Estep 
Score: -90837184.000000 Penalty: 76903.515625
Splitting cluster 2 changes total score from -90837880.000000 to -90837184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -72036.046875 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -72036.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70360.851562 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -70360.85 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70716.140625 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -70716.14 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -70846.843750 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -70846.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70913.289062 Penalty: 3264.684326
	Iteration 3Q: 3 clusters Score -70913.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -70968.921875 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -70968.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71020.632812 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -71020.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -71047.320312 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -71047.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -71077.664062 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -71077.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -71096.343750 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -71096.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71122.078125 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -71122.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -71139.507812 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -71139.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -71150.343750 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -71150.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -71167.492188 Penalty: 3264.684326
	Iteration 12Q: 3 clusters Score -71167.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71195.640625 Penalty: 3264.684326
	Iteration 13Q: 3 clusters Score -71195.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -71222.718750 Penalty: 3264.684326
	Iteration 14Q: 3 clusters Score -71222.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -71236.968750 Penalty: 3264.684326
	Iteration 15Q: 3 clusters Score -71236.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -71243.781250 Penalty: 3264.684326
	Iteration 16Q: 3 clusters Score -71243.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -71256.914062 Penalty: 3264.684326
	Iteration 17Q: 3 clusters Score -71256.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -71259.882812 Penalty: 3264.684326
	Iteration 18Q: 3 clusters Score -71259.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -71259.882812 Penalty: 3264.684326
	Iteration 19F: 3 clusters Score -71259.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Entering Unmasked Estep 
Score: -5345722.500000 Penalty: 2634.052734
	Iteration 0F: 2 clusters Score -5345722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -5318012.500000 Penalty: 5268.105469
	Iteration 0F: 3 clusters Score -5318012 nChanged 18564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -5328274.000000 Penalty: 5268.105469
	Iteration 1F: 3 clusters Score -5328274 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -5328911.000000 Penalty: 5268.105469
	Iteration 2Q: 3 clusters Score -5328911 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -5329592.500000 Penalty: 5268.105469
	Iteration 3Q: 3 clusters Score -5329592 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -5330428.500000 Penalty: 5268.105469
	Iteration 4Q: 3 clusters Score -5330428 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -5331507.000000 Penalty: 5268.105469
	Iteration 5F: 3 clusters Score -5331507 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -5332995.500000 Penalty: 5268.105469
	Iteration 6F: 3 clusters Score -5332996 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -5335052.500000 Penalty: 5268.105469
	Iteration 7F: 3 clusters Score -5335052 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -5337249.000000 Penalty: 5268.105469
	Iteration 8F: 3 clusters Score -5337249 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -5339291.000000 Penalty: 5268.105469
	Iteration 9F: 3 clusters Score -5339291 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -5340795.500000 Penalty: 5268.105469
	Iteration 10Q: 3 clusters Score -5340796 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -5341820.000000 Penalty: 5268.105469
	Iteration 11Q: 3 clusters Score -5341820 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -5342538.000000 Penalty: 5268.105469
	Iteration 12Q: 3 clusters Score -5342538 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -5342982.500000 Penalty: 5268.105469
	Iteration 13Q: 3 clusters Score -5342982 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -5343254.500000 Penalty: 5268.105469
	Iteration 14Q: 3 clusters Score -5343254 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -5343423.000000 Penalty: 5268.105469
	Iteration 15Q: 3 clusters Score -5343423 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -5343548.500000 Penalty: 5268.105469
	Iteration 16Q: 3 clusters Score -5343548 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -5343610.000000 Penalty: 5268.105469
	Iteration 17Q: 3 clusters Score -5343610 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -5343648.000000 Penalty: 5268.105469
	Iteration 18Q: 3 clusters Score -5343648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -5343680.000000 Penalty: 5268.105469
	Iteration 19Q: 3 clusters Score -5343680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -5343706.000000 Penalty: 5268.105469
	Iteration 20F: 3 clusters Score -5343706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -5343728.500000 Penalty: 5268.105469
	Iteration 21Q: 3 clusters Score -5343728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -5343736.000000 Penalty: 5268.105469
	Iteration 22Q: 3 clusters Score -5343736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -5343752.500000 Penalty: 5268.105469
	Iteration 23Q: 3 clusters Score -5343752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -5343773.000000 Penalty: 5268.105469
	Iteration 24Q: 3 clusters Score -5343773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -5343773.000000 Penalty: 5268.105469
	Iteration 25Q: 3 clusters Score -5343773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -5343784.000000 Penalty: 5268.105469
	Iteration 26Q: 3 clusters Score -5343784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -5343784.000000 Penalty: 5268.105469
	Iteration 27Q: 3 clusters Score -5343784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -5343790.500000 Penalty: 5268.105469
	Iteration 28Q: 3 clusters Score -5343790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -5343789.000000 Penalty: 5268.105469
	Iteration 29Q: 3 clusters Score -5343789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -5343792.500000 Penalty: 5268.105469
	Iteration 30Q: 3 clusters Score -5343792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -5343797.500000 Penalty: 5268.105469
	Iteration 31Q: 3 clusters Score -5343798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -5343798.500000 Penalty: 5268.105469
	Iteration 32Q: 3 clusters Score -5343798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -5343797.000000 Penalty: 5268.105469
	Iteration 33Q: 3 clusters Score -5343797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -5343795.000000 Penalty: 5268.105469
	Iteration 34Q: 3 clusters Score -5343795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -5343796.000000 Penalty: 5268.105469
	Iteration 35Q: 3 clusters Score -5343796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -5343795.000000 Penalty: 5268.105469
	Iteration 36Q: 3 clusters Score -5343795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -5343795.000000 Penalty: 5268.105469
	Iteration 37F: 3 clusters Score -5343795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Entering Unmasked Estep 
Score: -3190542.500000 Penalty: 2525.171143
	Iteration 0F: 2 clusters Score -3190542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -3172364.750000 Penalty: 5050.342285
	Iteration 0F: 3 clusters Score -3172365 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3178948.750000 Penalty: 5050.342285
	Iteration 1F: 3 clusters Score -3178949 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3179598.500000 Penalty: 5050.342285
	Iteration 2F: 3 clusters Score -3179598 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3180283.750000 Penalty: 5050.342285
	Iteration 3F: 3 clusters Score -3180284 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3181022.000000 Penalty: 5050.342285
	Iteration 4F: 3 clusters Score -3181022 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -3181900.250000 Penalty: 5050.342285
	Iteration 5F: 3 clusters Score -3181900 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3183016.000000 Penalty: 5050.342285
	Iteration 6F: 3 clusters Score -3183016 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -3184241.250000 Penalty: 5050.342285
	Iteration 7F: 3 clusters Score -3184241 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -3185346.250000 Penalty: 5050.342285
	Iteration 8F: 3 clusters Score -3185346 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -3186262.500000 Penalty: 5050.342285
	Iteration 9Q: 3 clusters Score -3186262 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -3186938.000000 Penalty: 5050.342285
	Iteration 10Q: 3 clusters Score -3186938 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -3187422.500000 Penalty: 5050.342285
	Iteration 11Q: 3 clusters Score -3187422 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -3187775.750000 Penalty: 5050.342285
	Iteration 12Q: 3 clusters Score -3187776 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -3188025.500000 Penalty: 5050.342285
	Iteration 13Q: 3 clusters Score -3188026 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3188203.250000 Penalty: 5050.342285
	Iteration 14Q: 3 clusters Score -3188203 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -3188317.750000 Penalty: 5050.342285
	Iteration 15Q: 3 clusters Score -3188318 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -3188419.000000 Penalty: 5050.342285
	Iteration 16Q: 3 clusters Score -3188419 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3188501.000000 Penalty: 5050.342285
	Iteration 17Q: 3 clusters Score -3188501 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3188564.500000 Penalty: 5050.342285
	Iteration 18Q: 3 clusters Score -3188564 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3188612.750000 Penalty: 5050.342285
	Iteration 19Q: 3 clusters Score -3188613 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -3188643.750000 Penalty: 5050.342285
	Iteration 20F: 3 clusters Score -3188644 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3188675.250000 Penalty: 5050.342285
	Iteration 21Q: 3 clusters Score -3188675 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -3188691.000000 Penalty: 5050.342285
	Iteration 22Q: 3 clusters Score -3188691 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3188715.000000 Penalty: 5050.342285
	Iteration 23Q: 3 clusters Score -3188715 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3188734.500000 Penalty: 5050.342285
	Iteration 24Q: 3 clusters Score -3188734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -3188751.750000 Penalty: 5050.342285
	Iteration 25Q: 3 clusters Score -3188752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3188763.750000 Penalty: 5050.342285
	Iteration 26Q: 3 clusters Score -3188764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3188779.750000 Penalty: 5050.342285
	Iteration 27Q: 3 clusters Score -3188780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3188808.000000 Penalty: 5050.342285
	Iteration 28Q: 3 clusters Score -3188808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -3188826.250000 Penalty: 5050.342285
	Iteration 29Q: 3 clusters Score -3188826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -3188832.000000 Penalty: 5050.342285
	Iteration 30Q: 3 clusters Score -3188832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -3188844.250000 Penalty: 5050.342285
	Iteration 31Q: 3 clusters Score -3188844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3188846.250000 Penalty: 5050.342285
	Iteration 32Q: 3 clusters Score -3188846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3188852.500000 Penalty: 5050.342285
	Iteration 33Q: 3 clusters Score -3188852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3188856.500000 Penalty: 5050.342285
	Iteration 34Q: 3 clusters Score -3188856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -3188862.000000 Penalty: 5050.342285
	Iteration 35Q: 3 clusters Score -3188862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -3188859.250000 Penalty: 5050.342285
	Iteration 36Q: 3 clusters Score -3188859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3188863.250000 Penalty: 5050.342285
	Iteration 37Q: 3 clusters Score -3188863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -3188863.000000 Penalty: 5050.342285
	Iteration 38Q: 3 clusters Score -3188863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -3188865.000000 Penalty: 5050.342285
	Iteration 39Q: 3 clusters Score -3188865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -3188868.000000 Penalty: 5050.342285
	Iteration 40F: 3 clusters Score -3188868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3188868.250000 Penalty: 5050.342285
	Iteration 41Q: 3 clusters Score -3188868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -3188866.500000 Penalty: 5050.342285
	Iteration 42Q: 3 clusters Score -3188866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3188872.250000 Penalty: 5050.342285
	Iteration 43Q: 3 clusters Score -3188872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -3188873.500000 Penalty: 5050.342285
	Iteration 44Q: 3 clusters Score -3188874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -3188873.500000 Penalty: 5050.342285
	Iteration 45Q: 3 clusters Score -3188874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -3188873.500000 Penalty: 5050.342285
	Iteration 46F: 3 clusters Score -3188874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Entering Unmasked Estep 
Score: -2681377.500000 Penalty: 2459.231445
	Iteration 0F: 2 clusters Score -2681378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2667191.500000 Penalty: 4918.462891
	Iteration 0F: 3 clusters Score -2667192 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2671844.500000 Penalty: 4918.462891
	Iteration 1F: 3 clusters Score -2671844 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2672176.750000 Penalty: 4918.462891
	Iteration 2Q: 3 clusters Score -2672177 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2672469.250000 Penalty: 4918.462891
	Iteration 3Q: 3 clusters Score -2672469 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2672696.250000 Penalty: 4918.462891
	Iteration 4Q: 3 clusters Score -2672696 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2672919.000000 Penalty: 4918.462891
	Iteration 5Q: 3 clusters Score -2672919 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2673094.000000 Penalty: 4918.462891
	Iteration 6Q: 3 clusters Score -2673094 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2673292.000000 Penalty: 4918.462891
	Iteration 7Q: 3 clusters Score -2673292 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2673518.250000 Penalty: 4918.462891
	Iteration 8Q: 3 clusters Score -2673518 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2673803.750000 Penalty: 4918.462891
	Iteration 9Q: 3 clusters Score -2673804 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2674177.000000 Penalty: 4918.462891
	Iteration 10Q: 3 clusters Score -2674177 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2674731.250000 Penalty: 4918.462891
	Iteration 11Q: 3 clusters Score -2674731 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2675410.500000 Penalty: 4918.462891
	Iteration 12Q: 3 clusters Score -2675410 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2676201.500000 Penalty: 4918.462891
	Iteration 13Q: 3 clusters Score -2676202 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2677012.500000 Penalty: 4918.462891
	Iteration 14Q: 3 clusters Score -2677012 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2677615.750000 Penalty: 4918.462891
	Iteration 15Q: 3 clusters Score -2677616 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2677961.250000 Penalty: 4918.462891
	Iteration 16Q: 3 clusters Score -2677961 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2678159.000000 Penalty: 4918.462891
	Iteration 17Q: 3 clusters Score -2678159 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2678311.250000 Penalty: 4918.462891
	Iteration 18Q: 3 clusters Score -2678311 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2678416.250000 Penalty: 4918.462891
	Iteration 19Q: 3 clusters Score -2678416 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2678502.500000 Penalty: 4918.462891
	Iteration 20F: 3 clusters Score -2678502 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2678591.250000 Penalty: 4918.462891
	Iteration 21Q: 3 clusters Score -2678591 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2678667.500000 Penalty: 4918.462891
	Iteration 22Q: 3 clusters Score -2678668 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2678729.500000 Penalty: 4918.462891
	Iteration 23Q: 3 clusters Score -2678730 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2678780.750000 Penalty: 4918.462891
	Iteration 24Q: 3 clusters Score -2678781 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2678828.000000 Penalty: 4918.462891
	Iteration 25Q: 3 clusters Score -2678828 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2678882.500000 Penalty: 4918.462891
	Iteration 26Q: 3 clusters Score -2678882 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2678918.750000 Penalty: 4918.462891
	Iteration 27Q: 3 clusters Score -2678919 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2678946.500000 Penalty: 4918.462891
	Iteration 28Q: 3 clusters Score -2678946 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2678973.500000 Penalty: 4918.462891
	Iteration 29Q: 3 clusters Score -2678974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2678989.000000 Penalty: 4918.462891
	Iteration 30Q: 3 clusters Score -2678989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2679013.000000 Penalty: 4918.462891
	Iteration 31Q: 3 clusters Score -2679013 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2679031.000000 Penalty: 4918.462891
	Iteration 32Q: 3 clusters Score -2679031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2679038.250000 Penalty: 4918.462891
	Iteration 33Q: 3 clusters Score -2679038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2679048.750000 Penalty: 4918.462891
	Iteration 34Q: 3 clusters Score -2679049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2679062.000000 Penalty: 4918.462891
	Iteration 35Q: 3 clusters Score -2679062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2679072.250000 Penalty: 4918.462891
	Iteration 36Q: 3 clusters Score -2679072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2679083.000000 Penalty: 4918.462891
	Iteration 37Q: 3 clusters Score -2679083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2679095.000000 Penalty: 4918.462891
	Iteration 38Q: 3 clusters Score -2679095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2679099.750000 Penalty: 4918.462891
	Iteration 39Q: 3 clusters Score -2679100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2679112.750000 Penalty: 4918.462891
	Iteration 40F: 3 clusters Score -2679113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2679121.750000 Penalty: 4918.462891
	Iteration 41Q: 3 clusters Score -2679122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2679140.000000 Penalty: 4918.462891
	Iteration 42Q: 3 clusters Score -2679140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2679144.750000 Penalty: 4918.462891
	Iteration 43Q: 3 clusters Score -2679145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2679152.750000 Penalty: 4918.462891
	Iteration 44Q: 3 clusters Score -2679153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2679155.500000 Penalty: 4918.462891
	Iteration 45Q: 3 clusters Score -2679156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2679165.000000 Penalty: 4918.462891
	Iteration 46Q: 3 clusters Score -2679165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2679173.000000 Penalty: 4918.462891
	Iteration 47Q: 3 clusters Score -2679173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2679187.000000 Penalty: 4918.462891
	Iteration 48Q: 3 clusters Score -2679187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2679191.000000 Penalty: 4918.462891
	Iteration 49Q: 3 clusters Score -2679191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2679201.000000 Penalty: 4918.462891
	Iteration 50Q: 3 clusters Score -2679201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2679212.250000 Penalty: 4918.462891
	Iteration 51Q: 3 clusters Score -2679212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2679223.500000 Penalty: 4918.462891
	Iteration 52Q: 3 clusters Score -2679224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2679238.250000 Penalty: 4918.462891
	Iteration 53Q: 3 clusters Score -2679238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2679260.750000 Penalty: 4918.462891
	Iteration 54Q: 3 clusters Score -2679261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2679280.750000 Penalty: 4918.462891
	Iteration 55Q: 3 clusters Score -2679281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2679298.250000 Penalty: 4918.462891
	Iteration 56Q: 3 clusters Score -2679298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2679325.250000 Penalty: 4918.462891
	Iteration 57Q: 3 clusters Score -2679325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2679339.750000 Penalty: 4918.462891
	Iteration 58Q: 3 clusters Score -2679340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2679354.000000 Penalty: 4918.462891
	Iteration 59Q: 3 clusters Score -2679354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2679364.000000 Penalty: 4918.462891
	Iteration 60F: 3 clusters Score -2679364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2679370.250000 Penalty: 4918.462891
	Iteration 61Q: 3 clusters Score -2679370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2679377.500000 Penalty: 4918.462891
	Iteration 62Q: 3 clusters Score -2679378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2679374.000000 Penalty: 4918.462891
	Iteration 63Q: 3 clusters Score -2679374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2679377.750000 Penalty: 4918.462891
	Iteration 64Q: 3 clusters Score -2679378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2679378.000000 Penalty: 4918.462891
	Iteration 65Q: 3 clusters Score -2679378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2679380.750000 Penalty: 4918.462891
	Iteration 66Q: 3 clusters Score -2679381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2679381.250000 Penalty: 4918.462891
	Iteration 67Q: 3 clusters Score -2679381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2679381.250000 Penalty: 4918.462891
	Iteration 68F: 3 clusters Score -2679381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (273995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273995 members 
Entering Unmasked Estep 
Score: -35638980.000000 Penalty: 3105.174561
	Iteration 0F: 2 clusters Score -3.563898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136721 members 
Mstep: Class 2 contains 137274 members 
Entering Unmasked Estep 
Score: -35469380.000000 Penalty: 6210.349121
	Iteration 0F: 3 clusters Score -3.546938e+07 nChanged 132150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129215 members 
Mstep: Class 2 contains 144780 members 
Entering Unmasked Estep 
Score: -35547232.000000 Penalty: 6210.349121
	Iteration 1F: 3 clusters Score -3.554723e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124689 members 
Mstep: Class 2 contains 149306 members 
Entering Unmasked Estep 
Score: -35549276.000000 Penalty: 6210.349121
	Iteration 2Q: 3 clusters Score -3.554928e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117961 members 
Mstep: Class 2 contains 156034 members 
Entering Unmasked Estep 
Score: -35552572.000000 Penalty: 6210.349121
	Iteration 3Q: 3 clusters Score -3.555257e+07 nChanged 11521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108276 members 
Mstep: Class 2 contains 165719 members 
Entering Unmasked Estep 
Score: -35557412.000000 Penalty: 6210.349121
	Iteration 4Q: 3 clusters Score -3.555741e+07 nChanged 14454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95280 members 
Mstep: Class 2 contains 178715 members 
Entering Unmasked Estep 
Score: -35565564.000000 Penalty: 6210.349121
	Iteration 5F: 3 clusters Score -3.556556e+07 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79682 members 
Mstep: Class 2 contains 194313 members 
Entering Unmasked Estep 
Score: -35576732.000000 Penalty: 6210.349121
	Iteration 6F: 3 clusters Score -3.557673e+07 nChanged 17622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63810 members 
Mstep: Class 2 contains 210185 members 
Entering Unmasked Estep 
Score: -35589780.000000 Penalty: 6210.349121
	Iteration 7F: 3 clusters Score -3.558978e+07 nChanged 15326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 222915 members 
Entering Unmasked Estep 
Score: -35600756.000000 Penalty: 6210.349121
	Iteration 8F: 3 clusters Score -3.560076e+07 nChanged 11847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 231398 members 
Entering Unmasked Estep 
Score: -35608668.000000 Penalty: 6210.349121
	Iteration 9Q: 3 clusters Score -3.560867e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 236640 members 
Entering Unmasked Estep 
Score: -35613092.000000 Penalty: 6210.349121
	Iteration 10Q: 3 clusters Score -3.561309e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 240165 members 
Entering Unmasked Estep 
Score: -35615388.000000 Penalty: 6210.349121
	Iteration 11Q: 3 clusters Score -3.561539e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 243001 members 
Entering Unmasked Estep 
Score: -35616984.000000 Penalty: 6210.349121
	Iteration 12Q: 3 clusters Score -3.561698e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 245580 members 
Entering Unmasked Estep 
Score: -35618268.000000 Penalty: 6210.349121
	Iteration 13Q: 3 clusters Score -3.561827e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 247933 members 
Entering Unmasked Estep 
Score: -35619372.000000 Penalty: 6210.349121
	Iteration 14Q: 3 clusters Score -3.561937e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 250051 members 
Entering Unmasked Estep 
Score: -35620240.000000 Penalty: 6210.349121
	Iteration 15Q: 3 clusters Score -3.562024e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 252044 members 
Entering Unmasked Estep 
Score: -35621248.000000 Penalty: 6210.349121
	Iteration 16Q: 3 clusters Score -3.562125e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 253949 members 
Entering Unmasked Estep 
Score: -35622176.000000 Penalty: 6210.349121
	Iteration 17Q: 3 clusters Score -3.562218e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 255807 members 
Entering Unmasked Estep 
Score: -35622996.000000 Penalty: 6210.349121
	Iteration 18Q: 3 clusters Score -3.5623e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 257646 members 
Entering Unmasked Estep 
Score: -35624140.000000 Penalty: 6210.349121
	Iteration 19Q: 3 clusters Score -3.562414e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 259430 members 
Entering Unmasked Estep 
Score: -35625112.000000 Penalty: 6210.349121
	Iteration 20F: 3 clusters Score -3.562511e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 261100 members 
Entering Unmasked Estep 
Score: -35626184.000000 Penalty: 6210.349121
	Iteration 21Q: 3 clusters Score -3.562618e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 262627 members 
Entering Unmasked Estep 
Score: -35627380.000000 Penalty: 6210.349121
	Iteration 22Q: 3 clusters Score -3.562738e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 264013 members 
Entering Unmasked Estep 
Score: -35628452.000000 Penalty: 6210.349121
	Iteration 23Q: 3 clusters Score -3.562845e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 265253 members 
Entering Unmasked Estep 
Score: -35629468.000000 Penalty: 6210.349121
	Iteration 24Q: 3 clusters Score -3.562947e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 266406 members 
Entering Unmasked Estep 
Score: -35630448.000000 Penalty: 6210.349121
	Iteration 25Q: 3 clusters Score -3.563045e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 267371 members 
Entering Unmasked Estep 
Score: -35631148.000000 Penalty: 6210.349121
	Iteration 26Q: 3 clusters Score -3.563115e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 268226 members 
Entering Unmasked Estep 
Score: -35631820.000000 Penalty: 6210.349121
	Iteration 27Q: 3 clusters Score -3.563182e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 268938 members 
Entering Unmasked Estep 
Score: -35632388.000000 Penalty: 6210.349121
	Iteration 28Q: 3 clusters Score -3.563239e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 269562 members 
Entering Unmasked Estep 
Score: -35632876.000000 Penalty: 6210.349121
	Iteration 29Q: 3 clusters Score -3.563288e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 270118 members 
Entering Unmasked Estep 
Score: -35633332.000000 Penalty: 6210.349121
	Iteration 30Q: 3 clusters Score -3.563333e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 270560 members 
Entering Unmasked Estep 
Score: -35633764.000000 Penalty: 6210.349121
	Iteration 31Q: 3 clusters Score -3.563376e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 270937 members 
Entering Unmasked Estep 
Score: -35634096.000000 Penalty: 6210.349121
	Iteration 32Q: 3 clusters Score -3.56341e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 271254 members 
Entering Unmasked Estep 
Score: -35634336.000000 Penalty: 6210.349121
	Iteration 33Q: 3 clusters Score -3.563434e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 271527 members 
Entering Unmasked Estep 
Score: -35634580.000000 Penalty: 6210.349121
	Iteration 34Q: 3 clusters Score -3.563458e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 271760 members 
Entering Unmasked Estep 
Score: -35634776.000000 Penalty: 6210.349121
	Iteration 35Q: 3 clusters Score -3.563478e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 271936 members 
Entering Unmasked Estep 
Score: -35634912.000000 Penalty: 6210.349121
	Iteration 36Q: 3 clusters Score -3.563491e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 272082 members 
Entering Unmasked Estep 
Score: -35635040.000000 Penalty: 6210.349121
	Iteration 37Q: 3 clusters Score -3.563504e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 272207 members 
Entering Unmasked Estep 
Score: -35635128.000000 Penalty: 6210.349121
	Iteration 38Q: 3 clusters Score -3.563513e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 272321 members 
Entering Unmasked Estep 
Score: -35635264.000000 Penalty: 6210.349121
	Iteration 39Q: 3 clusters Score -3.563526e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 272407 members 
Entering Unmasked Estep 
Score: -35635388.000000 Penalty: 6210.349121
	Iteration 40F: 3 clusters Score -3.563539e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 272482 members 
Entering Unmasked Estep 
Score: -35635420.000000 Penalty: 6210.349121
	Iteration 41Q: 3 clusters Score -3.563542e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 272544 members 
Entering Unmasked Estep 
Score: -35635480.000000 Penalty: 6210.349121
	Iteration 42Q: 3 clusters Score -3.563548e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 272607 members 
Entering Unmasked Estep 
Score: -35635536.000000 Penalty: 6210.349121
	Iteration 43Q: 3 clusters Score -3.563554e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 272656 members 
Entering Unmasked Estep 
Score: -35635608.000000 Penalty: 6210.349121
	Iteration 44Q: 3 clusters Score -3.563561e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 272693 members 
Entering Unmasked Estep 
Score: -35635612.000000 Penalty: 6210.349121
	Iteration 45Q: 3 clusters Score -3.563561e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 272726 members 
Entering Unmasked Estep 
Score: -35635632.000000 Penalty: 6210.349121
	Iteration 46Q: 3 clusters Score -3.563563e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 272752 members 
Entering Unmasked Estep 
Score: -35635664.000000 Penalty: 6210.349121
	Iteration 47Q: 3 clusters Score -3.563566e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 272774 members 
Entering Unmasked Estep 
Score: -35635668.000000 Penalty: 6210.349121
	Iteration 48Q: 3 clusters Score -3.563567e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 272801 members 
Entering Unmasked Estep 
Score: -35635740.000000 Penalty: 6210.349121
	Iteration 49Q: 3 clusters Score -3.563574e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 272821 members 
Entering Unmasked Estep 
Score: -35635728.000000 Penalty: 6210.349121
	Iteration 50Q: 3 clusters Score -3.563573e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 272833 members 
Entering Unmasked Estep 
Score: -35635732.000000 Penalty: 6210.349121
	Iteration 51Q: 3 clusters Score -3.563573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 272838 members 
Entering Unmasked Estep 
Score: -35635732.000000 Penalty: 6210.349121
	Iteration 52Q: 3 clusters Score -3.563573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 272846 members 
Entering Unmasked Estep 
Score: -35635740.000000 Penalty: 6210.349121
	Iteration 53Q: 3 clusters Score -3.563574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 272860 members 
Entering Unmasked Estep 
Score: -35635728.000000 Penalty: 6210.349121
	Iteration 54Q: 3 clusters Score -3.563573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 272869 members 
Entering Unmasked Estep 
Score: -35635748.000000 Penalty: 6210.349121
	Iteration 55Q: 3 clusters Score -3.563575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 272873 members 
Entering Unmasked Estep 
Score: -35635736.000000 Penalty: 6210.349121
	Iteration 56Q: 3 clusters Score -3.563574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 272873 members 
Entering Unmasked Estep 
Score: -35635756.000000 Penalty: 6210.349121
	Iteration 57Q: 3 clusters Score -3.563576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 272872 members 
Entering Unmasked Estep 
Score: -35635752.000000 Penalty: 6210.349121
	Iteration 58Q: 3 clusters Score -3.563575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 272872 members 
Entering Unmasked Estep 
Score: -35635736.000000 Penalty: 6210.349121
	Iteration 59Q: 3 clusters Score -3.563574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 272872 members 
Entering Unmasked Estep 
Score: -35635736.000000 Penalty: 6210.349121
	Iteration 60F: 3 clusters Score -3.563574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Entering Unmasked Estep 
Score: -5141630.500000 Penalty: 2629.202393
	Iteration 0F: 2 clusters Score -5141630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -5114288.500000 Penalty: 5258.404785
	Iteration 0F: 3 clusters Score -5114288 nChanged 18456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -5124666.000000 Penalty: 5258.404785
	Iteration 1F: 3 clusters Score -5124666 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -5125175.500000 Penalty: 5258.404785
	Iteration 2Q: 3 clusters Score -5125176 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -5125789.500000 Penalty: 5258.404785
	Iteration 3Q: 3 clusters Score -5125790 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -5126628.500000 Penalty: 5258.404785
	Iteration 4Q: 3 clusters Score -5126628 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -5128008.500000 Penalty: 5258.404785
	Iteration 5F: 3 clusters Score -5128008 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -5130246.500000 Penalty: 5258.404785
	Iteration 6F: 3 clusters Score -5130246 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -5133141.000000 Penalty: 5258.404785
	Iteration 7F: 3 clusters Score -5133141 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -5135896.500000 Penalty: 5258.404785
	Iteration 8F: 3 clusters Score -5135896 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -5137765.500000 Penalty: 5258.404785
	Iteration 9Q: 3 clusters Score -5137766 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5138837.500000 Penalty: 5258.404785
	Iteration 10Q: 3 clusters Score -5138838 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5139308.500000 Penalty: 5258.404785
	Iteration 11Q: 3 clusters Score -5139308 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5139518.500000 Penalty: 5258.404785
	Iteration 12Q: 3 clusters Score -5139518 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5139670.500000 Penalty: 5258.404785
	Iteration 13Q: 3 clusters Score -5139670 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5139774.500000 Penalty: 5258.404785
	Iteration 14Q: 3 clusters Score -5139774 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5139816.500000 Penalty: 5258.404785
	Iteration 15Q: 3 clusters Score -5139816 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5139857.000000 Penalty: 5258.404785
	Iteration 16Q: 3 clusters Score -5139857 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5139878.000000 Penalty: 5258.404785
	Iteration 17Q: 3 clusters Score -5139878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5139887.000000 Penalty: 5258.404785
	Iteration 18Q: 3 clusters Score -5139887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5139901.500000 Penalty: 5258.404785
	Iteration 19Q: 3 clusters Score -5139902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5139930.000000 Penalty: 5258.404785
	Iteration 20F: 3 clusters Score -5139930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5139935.500000 Penalty: 5258.404785
	Iteration 21Q: 3 clusters Score -5139936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5139951.000000 Penalty: 5258.404785
	Iteration 22Q: 3 clusters Score -5139951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5139951.000000 Penalty: 5258.404785
	Iteration 23Q: 3 clusters Score -5139951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5139963.500000 Penalty: 5258.404785
	Iteration 24Q: 3 clusters Score -5139964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5139961.000000 Penalty: 5258.404785
	Iteration 25Q: 3 clusters Score -5139961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5139966.500000 Penalty: 5258.404785
	Iteration 26Q: 3 clusters Score -5139966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5139963.500000 Penalty: 5258.404785
	Iteration 27Q: 3 clusters Score -5139964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5139972.500000 Penalty: 5258.404785
	Iteration 28Q: 3 clusters Score -5139972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5139972.000000 Penalty: 5258.404785
	Iteration 29Q: 3 clusters Score -5139972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5139970.500000 Penalty: 5258.404785
	Iteration 30Q: 3 clusters Score -5139970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5139981.000000 Penalty: 5258.404785
	Iteration 31Q: 3 clusters Score -5139981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5139975.000000 Penalty: 5258.404785
	Iteration 32Q: 3 clusters Score -5139975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5139979.500000 Penalty: 5258.404785
	Iteration 33Q: 3 clusters Score -5139980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5139984.500000 Penalty: 5258.404785
	Iteration 34Q: 3 clusters Score -5139984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5139986.000000 Penalty: 5258.404785
	Iteration 35Q: 3 clusters Score -5139986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5139988.000000 Penalty: 5258.404785
	Iteration 36Q: 3 clusters Score -5139988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5139995.000000 Penalty: 5258.404785
	Iteration 37Q: 3 clusters Score -5139995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5139995.000000 Penalty: 5258.404785
	Iteration 38Q: 3 clusters Score -5139995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5139992.500000 Penalty: 5258.404785
	Iteration 39Q: 3 clusters Score -5139992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5139992.500000 Penalty: 5258.404785
	Iteration 40F: 3 clusters Score -5139992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -156616.656250 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -156616.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -154496.140625 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -154496.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -155059.765625 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -155059.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -155226.828125 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -155226.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -155325.968750 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -155326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -155445.531250 Penalty: 3576.565918
	Iteration 4F: 3 clusters Score -155445.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -155513.000000 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -155513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -155564.109375 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -155564.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -155603.562500 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -155603.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -155659.515625 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -155659.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -155701.828125 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -155701.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -155728.250000 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -155728.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -155742.031250 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -155742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -155754.640625 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -155754.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -155762.828125 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -155762.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -155767.281250 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -155767.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -155771.484375 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -155771.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -155778.593750 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -155778.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -155785.796875 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -155785.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -155796.343750 Penalty: 3576.565918
	Iteration 18Q: 3 clusters Score -155796.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -155800.000000 Penalty: 3576.565918
	Iteration 19Q: 3 clusters Score -155800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -155806.343750 Penalty: 3576.565918
	Iteration 20F: 3 clusters Score -155806.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -155826.031250 Penalty: 3576.565918
	Iteration 21Q: 3 clusters Score -155826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -155830.468750 Penalty: 3576.565918
	Iteration 22Q: 3 clusters Score -155830.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -155836.015625 Penalty: 3576.565918
	Iteration 23Q: 3 clusters Score -155836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -155841.609375 Penalty: 3576.565918
	Iteration 24Q: 3 clusters Score -155841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -155844.234375 Penalty: 3576.565918
	Iteration 25Q: 3 clusters Score -155844.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -155846.625000 Penalty: 3576.565918
	Iteration 26Q: 3 clusters Score -155846.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -155850.921875 Penalty: 3576.565918
	Iteration 27Q: 3 clusters Score -155850.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -155856.906250 Penalty: 3576.565918
	Iteration 28Q: 3 clusters Score -155856.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -155875.140625 Penalty: 3576.565918
	Iteration 29Q: 3 clusters Score -155875.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -155902.500000 Penalty: 3576.565918
	Iteration 30Q: 3 clusters Score -155902.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -155920.906250 Penalty: 3576.565918
	Iteration 31Q: 3 clusters Score -155920.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -155940.609375 Penalty: 3576.565918
	Iteration 32Q: 3 clusters Score -155940.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -156001.687500 Penalty: 3576.565918
	Iteration 33Q: 3 clusters Score -156001.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -156047.890625 Penalty: 3576.565918
	Iteration 34Q: 3 clusters Score -156047.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -156117.812500 Penalty: 3576.565918
	Iteration 35Q: 3 clusters Score -156117.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -156138.375000 Penalty: 3576.565918
	Iteration 36Q: 3 clusters Score -156138.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -156146.984375 Penalty: 3576.565918
	Iteration 37Q: 3 clusters Score -156147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -156149.281250 Penalty: 3576.565918
	Iteration 38Q: 3 clusters Score -156149.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -156152.343750 Penalty: 3576.565918
	Iteration 39Q: 3 clusters Score -156152.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -156153.531250 Penalty: 3576.565918
	Iteration 40F: 3 clusters Score -156153.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Entering Unmasked Estep 
Score: -758270.375000 Penalty: 2179.797852
	Iteration 0F: 2 clusters Score -758270.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -752800.500000 Penalty: 4359.595703
	Iteration 0F: 3 clusters Score -752800.5 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -754338.562500 Penalty: 4359.595703
	Iteration 1F: 3 clusters Score -754338.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -754680.250000 Penalty: 4359.595703
	Iteration 2F: 3 clusters Score -754680.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -754896.187500 Penalty: 4359.595703
	Iteration 3F: 3 clusters Score -754896.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -755074.812500 Penalty: 4359.595703
	Iteration 4Q: 3 clusters Score -755074.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -755207.500000 Penalty: 4359.595703
	Iteration 5Q: 3 clusters Score -755207.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -755326.812500 Penalty: 4359.595703
	Iteration 6Q: 3 clusters Score -755326.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -755434.687500 Penalty: 4359.595703
	Iteration 7Q: 3 clusters Score -755434.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -755541.437500 Penalty: 4359.595703
	Iteration 8Q: 3 clusters Score -755541.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -755637.937500 Penalty: 4359.595703
	Iteration 9Q: 3 clusters Score -755637.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -755722.375000 Penalty: 4359.595703
	Iteration 10Q: 3 clusters Score -755722.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -755776.250000 Penalty: 4359.595703
	Iteration 11Q: 3 clusters Score -755776.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -755821.000000 Penalty: 4359.595703
	Iteration 12Q: 3 clusters Score -755821 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -755873.562500 Penalty: 4359.595703
	Iteration 13Q: 3 clusters Score -755873.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -755910.937500 Penalty: 4359.595703
	Iteration 14Q: 3 clusters Score -755910.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -755939.250000 Penalty: 4359.595703
	Iteration 15Q: 3 clusters Score -755939.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -755962.437500 Penalty: 4359.595703
	Iteration 16Q: 3 clusters Score -755962.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -755984.125000 Penalty: 4359.595703
	Iteration 17Q: 3 clusters Score -755984.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -756001.000000 Penalty: 4359.595703
	Iteration 18Q: 3 clusters Score -756001 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -756020.125000 Penalty: 4359.595703
	Iteration 19Q: 3 clusters Score -756020.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -756033.500000 Penalty: 4359.595703
	Iteration 20F: 3 clusters Score -756033.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -756042.375000 Penalty: 4359.595703
	Iteration 21Q: 3 clusters Score -756042.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -756053.187500 Penalty: 4359.595703
	Iteration 22Q: 3 clusters Score -756053.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -756062.750000 Penalty: 4359.595703
	Iteration 23Q: 3 clusters Score -756062.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -756067.750000 Penalty: 4359.595703
	Iteration 24Q: 3 clusters Score -756067.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -756073.250000 Penalty: 4359.595703
	Iteration 25Q: 3 clusters Score -756073.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -756079.750000 Penalty: 4359.595703
	Iteration 26Q: 3 clusters Score -756079.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -756083.250000 Penalty: 4359.595703
	Iteration 27Q: 3 clusters Score -756083.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -756086.062500 Penalty: 4359.595703
	Iteration 28Q: 3 clusters Score -756086.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -756092.250000 Penalty: 4359.595703
	Iteration 29Q: 3 clusters Score -756092.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -756095.687500 Penalty: 4359.595703
	Iteration 30Q: 3 clusters Score -756095.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -756099.562500 Penalty: 4359.595703
	Iteration 31Q: 3 clusters Score -756099.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -756102.750000 Penalty: 4359.595703
	Iteration 32Q: 3 clusters Score -756102.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -756105.125000 Penalty: 4359.595703
	Iteration 33Q: 3 clusters Score -756105.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -756112.062500 Penalty: 4359.595703
	Iteration 34Q: 3 clusters Score -756112.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -756114.937500 Penalty: 4359.595703
	Iteration 35Q: 3 clusters Score -756114.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -756124.062500 Penalty: 4359.595703
	Iteration 36Q: 3 clusters Score -756124.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -756132.375000 Penalty: 4359.595703
	Iteration 37Q: 3 clusters Score -756132.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -756144.312500 Penalty: 4359.595703
	Iteration 38Q: 3 clusters Score -756144.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -756156.000000 Penalty: 4359.595703
	Iteration 39Q: 3 clusters Score -756156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -756171.000000 Penalty: 4359.595703
	Iteration 40F: 3 clusters Score -756171 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -756196.500000 Penalty: 4359.595703
	Iteration 41Q: 3 clusters Score -756196.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -756213.875000 Penalty: 4359.595703
	Iteration 42Q: 3 clusters Score -756213.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -756235.312500 Penalty: 4359.595703
	Iteration 43Q: 3 clusters Score -756235.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -756252.500000 Penalty: 4359.595703
	Iteration 44Q: 3 clusters Score -756252.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -756269.562500 Penalty: 4359.595703
	Iteration 45Q: 3 clusters Score -756269.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -756279.562500 Penalty: 4359.595703
	Iteration 46Q: 3 clusters Score -756279.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -756292.125000 Penalty: 4359.595703
	Iteration 47Q: 3 clusters Score -756292.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -756304.187500 Penalty: 4359.595703
	Iteration 48Q: 3 clusters Score -756304.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -756312.250000 Penalty: 4359.595703
	Iteration 49Q: 3 clusters Score -756312.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -756323.500000 Penalty: 4359.595703
	Iteration 50Q: 3 clusters Score -756323.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -756334.437500 Penalty: 4359.595703
	Iteration 51Q: 3 clusters Score -756334.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -756348.500000 Penalty: 4359.595703
	Iteration 52Q: 3 clusters Score -756348.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -756359.062500 Penalty: 4359.595703
	Iteration 53Q: 3 clusters Score -756359.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -756365.062500 Penalty: 4359.595703
	Iteration 54Q: 3 clusters Score -756365.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -756371.750000 Penalty: 4359.595703
	Iteration 55Q: 3 clusters Score -756371.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -756373.375000 Penalty: 4359.595703
	Iteration 56Q: 3 clusters Score -756373.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -756377.562500 Penalty: 4359.595703
	Iteration 57Q: 3 clusters Score -756377.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -756382.062500 Penalty: 4359.595703
	Iteration 58Q: 3 clusters Score -756382.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -756383.437500 Penalty: 4359.595703
	Iteration 59Q: 3 clusters Score -756383.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -756385.437500 Penalty: 4359.595703
	Iteration 60F: 3 clusters Score -756385.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -756388.937500 Penalty: 4359.595703
	Iteration 61Q: 3 clusters Score -756388.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -756387.750000 Penalty: 4359.595703
	Iteration 62Q: 3 clusters Score -756387.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -756390.812500 Penalty: 4359.595703
	Iteration 63Q: 3 clusters Score -756390.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -756392.812500 Penalty: 4359.595703
	Iteration 64Q: 3 clusters Score -756392.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -756393.875000 Penalty: 4359.595703
	Iteration 65Q: 3 clusters Score -756393.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -756395.937500 Penalty: 4359.595703
	Iteration 66Q: 3 clusters Score -756395.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -756398.625000 Penalty: 4359.595703
	Iteration 67Q: 3 clusters Score -756398.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -756402.687500 Penalty: 4359.595703
	Iteration 68Q: 3 clusters Score -756402.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -756404.062500 Penalty: 4359.595703
	Iteration 69Q: 3 clusters Score -756404.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -756406.062500 Penalty: 4359.595703
	Iteration 70Q: 3 clusters Score -756406.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -756409.625000 Penalty: 4359.595703
	Iteration 71Q: 3 clusters Score -756409.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -756411.937500 Penalty: 4359.595703
	Iteration 72Q: 3 clusters Score -756411.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -756416.625000 Penalty: 4359.595703
	Iteration 73Q: 3 clusters Score -756416.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -756419.750000 Penalty: 4359.595703
	Iteration 74Q: 3 clusters Score -756419.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -756424.562500 Penalty: 4359.595703
	Iteration 75Q: 3 clusters Score -756424.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -756427.750000 Penalty: 4359.595703
	Iteration 76Q: 3 clusters Score -756427.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -756434.875000 Penalty: 4359.595703
	Iteration 77Q: 3 clusters Score -756434.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -756440.250000 Penalty: 4359.595703
	Iteration 78Q: 3 clusters Score -756440.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -756444.750000 Penalty: 4359.595703
	Iteration 79Q: 3 clusters Score -756444.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -756449.687500 Penalty: 4359.595703
	Iteration 80F: 3 clusters Score -756449.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -756450.687500 Penalty: 4359.595703
	Iteration 81Q: 3 clusters Score -756450.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -756456.187500 Penalty: 4359.595703
	Iteration 82Q: 3 clusters Score -756456.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -756457.000000 Penalty: 4359.595703
	Iteration 83Q: 3 clusters Score -756457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -756459.187500 Penalty: 4359.595703
	Iteration 84Q: 3 clusters Score -756459.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -756461.875000 Penalty: 4359.595703
	Iteration 85Q: 3 clusters Score -756461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -756462.187500 Penalty: 4359.595703
	Iteration 86Q: 3 clusters Score -756462.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -756462.000000 Penalty: 4359.595703
	Iteration 87Q: 3 clusters Score -756462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -756462.000000 Penalty: 4359.595703
	Iteration 88F: 3 clusters Score -756462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Entering Unmasked Estep 
Score: -736115.687500 Penalty: 2151.920410
	Iteration 0F: 2 clusters Score -736115.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -731044.562500 Penalty: 4303.840820
	Iteration 0F: 3 clusters Score -731044.6 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -732455.500000 Penalty: 4303.840820
	Iteration 1F: 3 clusters Score -732455.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -732927.625000 Penalty: 4303.840820
	Iteration 2F: 3 clusters Score -732927.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -733426.125000 Penalty: 4303.840820
	Iteration 3F: 3 clusters Score -733426.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -733844.875000 Penalty: 4303.840820
	Iteration 4F: 3 clusters Score -733844.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -734130.187500 Penalty: 4303.840820
	Iteration 5F: 3 clusters Score -734130.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -734335.750000 Penalty: 4303.840820
	Iteration 6Q: 3 clusters Score -734335.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -734504.812500 Penalty: 4303.840820
	Iteration 7Q: 3 clusters Score -734504.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -734634.750000 Penalty: 4303.840820
	Iteration 8Q: 3 clusters Score -734634.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -734728.875000 Penalty: 4303.840820
	Iteration 9Q: 3 clusters Score -734728.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -734784.062500 Penalty: 4303.840820
	Iteration 10Q: 3 clusters Score -734784.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -734825.562500 Penalty: 4303.840820
	Iteration 11Q: 3 clusters Score -734825.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -734854.562500 Penalty: 4303.840820
	Iteration 12Q: 3 clusters Score -734854.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -734876.125000 Penalty: 4303.840820
	Iteration 13Q: 3 clusters Score -734876.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -734892.312500 Penalty: 4303.840820
	Iteration 14Q: 3 clusters Score -734892.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -734904.000000 Penalty: 4303.840820
	Iteration 15Q: 3 clusters Score -734904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -734916.125000 Penalty: 4303.840820
	Iteration 16Q: 3 clusters Score -734916.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -734922.375000 Penalty: 4303.840820
	Iteration 17Q: 3 clusters Score -734922.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -734925.562500 Penalty: 4303.840820
	Iteration 18Q: 3 clusters Score -734925.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -734927.687500 Penalty: 4303.840820
	Iteration 19Q: 3 clusters Score -734927.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -734929.187500 Penalty: 4303.840820
	Iteration 20F: 3 clusters Score -734929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -734930.125000 Penalty: 4303.840820
	Iteration 21Q: 3 clusters Score -734930.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -734934.062500 Penalty: 4303.840820
	Iteration 22Q: 3 clusters Score -734934.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -734934.875000 Penalty: 4303.840820
	Iteration 23Q: 3 clusters Score -734934.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -734936.062500 Penalty: 4303.840820
	Iteration 24Q: 3 clusters Score -734936.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -734936.062500 Penalty: 4303.840820
	Iteration 25F: 3 clusters Score -734936.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Entering Unmasked Estep 
Score: -715315.375000 Penalty: 2133.818115
	Iteration 0F: 2 clusters Score -715315.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -710535.187500 Penalty: 4267.636230
	Iteration 0F: 3 clusters Score -710535.2 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -711700.812500 Penalty: 4267.636230
	Iteration 1F: 3 clusters Score -711700.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -711881.437500 Penalty: 4267.636230
	Iteration 2F: 3 clusters Score -711881.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -711994.062500 Penalty: 4267.636230
	Iteration 3Q: 3 clusters Score -711994.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -712067.250000 Penalty: 4267.636230
	Iteration 4Q: 3 clusters Score -712067.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -712126.437500 Penalty: 4267.636230
	Iteration 5Q: 3 clusters Score -712126.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -712173.000000 Penalty: 4267.636230
	Iteration 6Q: 3 clusters Score -712173 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -712209.687500 Penalty: 4267.636230
	Iteration 7Q: 3 clusters Score -712209.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -712229.125000 Penalty: 4267.636230
	Iteration 8Q: 3 clusters Score -712229.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -712242.687500 Penalty: 4267.636230
	Iteration 9Q: 3 clusters Score -712242.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -712259.312500 Penalty: 4267.636230
	Iteration 10Q: 3 clusters Score -712259.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -712269.937500 Penalty: 4267.636230
	Iteration 11Q: 3 clusters Score -712269.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -712278.125000 Penalty: 4267.636230
	Iteration 12Q: 3 clusters Score -712278.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -712285.687500 Penalty: 4267.636230
	Iteration 13Q: 3 clusters Score -712285.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -712289.500000 Penalty: 4267.636230
	Iteration 14Q: 3 clusters Score -712289.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -712290.937500 Penalty: 4267.636230
	Iteration 15Q: 3 clusters Score -712290.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -712296.687500 Penalty: 4267.636230
	Iteration 16Q: 3 clusters Score -712296.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -712299.625000 Penalty: 4267.636230
	Iteration 17Q: 3 clusters Score -712299.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -712303.062500 Penalty: 4267.636230
	Iteration 18Q: 3 clusters Score -712303.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -712303.125000 Penalty: 4267.636230
	Iteration 19Q: 3 clusters Score -712303.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -712305.812500 Penalty: 4267.636230
	Iteration 20F: 3 clusters Score -712305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -712307.500000 Penalty: 4267.636230
	Iteration 21Q: 3 clusters Score -712307.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -712310.625000 Penalty: 4267.636230
	Iteration 22Q: 3 clusters Score -712310.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -712313.000000 Penalty: 4267.636230
	Iteration 23Q: 3 clusters Score -712313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -712316.375000 Penalty: 4267.636230
	Iteration 24Q: 3 clusters Score -712316.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -712321.187500 Penalty: 4267.636230
	Iteration 25Q: 3 clusters Score -712321.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -712324.250000 Penalty: 4267.636230
	Iteration 26Q: 3 clusters Score -712324.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -712328.687500 Penalty: 4267.636230
	Iteration 27Q: 3 clusters Score -712328.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -712330.500000 Penalty: 4267.636230
	Iteration 28Q: 3 clusters Score -712330.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -712333.062500 Penalty: 4267.636230
	Iteration 29Q: 3 clusters Score -712333.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -712336.312500 Penalty: 4267.636230
	Iteration 30Q: 3 clusters Score -712336.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -712336.875000 Penalty: 4267.636230
	Iteration 31Q: 3 clusters Score -712336.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -712338.125000 Penalty: 4267.636230
	Iteration 32Q: 3 clusters Score -712338.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -712338.937500 Penalty: 4267.636230
	Iteration 33Q: 3 clusters Score -712338.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -712339.687500 Penalty: 4267.636230
	Iteration 34Q: 3 clusters Score -712339.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -712339.875000 Penalty: 4267.636230
	Iteration 35Q: 3 clusters Score -712339.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -712340.750000 Penalty: 4267.636230
	Iteration 36Q: 3 clusters Score -712340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -712340.437500 Penalty: 4267.636230
	Iteration 37Q: 3 clusters Score -712340.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -712340.437500 Penalty: 4267.636230
	Iteration 38F: 3 clusters Score -712340.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -101028.789062 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -101028.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -99203.710938 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -99203.71 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -99744.328125 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -99744.33 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -100050.007812 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -100050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -100261.273438 Penalty: 3390.784668
	Iteration 3F: 3 clusters Score -100261.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -100414.929688 Penalty: 3390.784668
	Iteration 4F: 3 clusters Score -100414.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -100484.445312 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -100484.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -100551.187500 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -100551.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -100590.054688 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -100590.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -100619.304688 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -100619.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -100637.046875 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -100637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -100640.695312 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -100640.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -100640.695312 Penalty: 3390.784668
	Iteration 11F: 3 clusters Score -100640.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -290887.687500 Penalty: 1919.576904
	Iteration 0F: 2 clusters Score -290887.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -288040.562500 Penalty: 3839.153809
	Iteration 0F: 3 clusters Score -288040.6 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -288538.312500 Penalty: 3839.153809
	Iteration 1F: 3 clusters Score -288538.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -288671.093750 Penalty: 3839.153809
	Iteration 2F: 3 clusters Score -288671.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -288733.468750 Penalty: 3839.153809
	Iteration 3Q: 3 clusters Score -288733.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -288780.312500 Penalty: 3839.153809
	Iteration 4Q: 3 clusters Score -288780.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -288818.281250 Penalty: 3839.153809
	Iteration 5Q: 3 clusters Score -288818.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -288848.906250 Penalty: 3839.153809
	Iteration 6Q: 3 clusters Score -288848.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -288867.375000 Penalty: 3839.153809
	Iteration 7Q: 3 clusters Score -288867.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -288881.562500 Penalty: 3839.153809
	Iteration 8Q: 3 clusters Score -288881.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -288894.218750 Penalty: 3839.153809
	Iteration 9Q: 3 clusters Score -288894.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -288909.531250 Penalty: 3839.153809
	Iteration 10Q: 3 clusters Score -288909.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -288922.500000 Penalty: 3839.153809
	Iteration 11Q: 3 clusters Score -288922.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -288935.500000 Penalty: 3839.153809
	Iteration 12Q: 3 clusters Score -288935.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -288943.281250 Penalty: 3839.153809
	Iteration 13Q: 3 clusters Score -288943.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -288946.812500 Penalty: 3839.153809
	Iteration 14Q: 3 clusters Score -288946.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -288948.875000 Penalty: 3839.153809
	Iteration 15Q: 3 clusters Score -288948.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -288951.906250 Penalty: 3839.153809
	Iteration 16Q: 3 clusters Score -288951.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -288954.500000 Penalty: 3839.153809
	Iteration 17Q: 3 clusters Score -288954.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -288954.968750 Penalty: 3839.153809
	Iteration 18Q: 3 clusters Score -288955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -288955.187500 Penalty: 3839.153809
	Iteration 19Q: 3 clusters Score -288955.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -288956.687500 Penalty: 3839.153809
	Iteration 20F: 3 clusters Score -288956.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -288956.625000 Penalty: 3839.153809
	Iteration 21Q: 3 clusters Score -288956.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -288956.625000 Penalty: 3839.153809
	Iteration 22F: 3 clusters Score -288956.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Entering Unmasked Estep 
Score: -1664043.875000 Penalty: 2353.354980
	Iteration 0F: 2 clusters Score -1664044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1654535.000000 Penalty: 4706.709961
	Iteration 0F: 3 clusters Score -1654535 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1657559.000000 Penalty: 4706.709961
	Iteration 1F: 3 clusters Score -1657559 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1657951.625000 Penalty: 4706.709961
	Iteration 2F: 3 clusters Score -1657952 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1658269.125000 Penalty: 4706.709961
	Iteration 3F: 3 clusters Score -1658269 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1658562.000000 Penalty: 4706.709961
	Iteration 4Q: 3 clusters Score -1658562 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1658801.500000 Penalty: 4706.709961
	Iteration 5Q: 3 clusters Score -1658802 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1659034.125000 Penalty: 4706.709961
	Iteration 6Q: 3 clusters Score -1659034 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1659272.875000 Penalty: 4706.709961
	Iteration 7Q: 3 clusters Score -1659273 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1659487.625000 Penalty: 4706.709961
	Iteration 8Q: 3 clusters Score -1659488 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1659660.125000 Penalty: 4706.709961
	Iteration 9Q: 3 clusters Score -1659660 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1659812.250000 Penalty: 4706.709961
	Iteration 10Q: 3 clusters Score -1659812 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1659942.750000 Penalty: 4706.709961
	Iteration 11Q: 3 clusters Score -1659943 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1660082.375000 Penalty: 4706.709961
	Iteration 12Q: 3 clusters Score -1660082 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1660207.750000 Penalty: 4706.709961
	Iteration 13Q: 3 clusters Score -1660208 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1660353.250000 Penalty: 4706.709961
	Iteration 14Q: 3 clusters Score -1660353 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1660501.875000 Penalty: 4706.709961
	Iteration 15Q: 3 clusters Score -1660502 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1660652.000000 Penalty: 4706.709961
	Iteration 16Q: 3 clusters Score -1660652 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1660809.875000 Penalty: 4706.709961
	Iteration 17Q: 3 clusters Score -1660810 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1660962.875000 Penalty: 4706.709961
	Iteration 18Q: 3 clusters Score -1660963 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1661106.375000 Penalty: 4706.709961
	Iteration 19Q: 3 clusters Score -1661106 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1661252.500000 Penalty: 4706.709961
	Iteration 20F: 3 clusters Score -1661252 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1661377.750000 Penalty: 4706.709961
	Iteration 21Q: 3 clusters Score -1661378 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1661490.625000 Penalty: 4706.709961
	Iteration 22Q: 3 clusters Score -1661491 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1661584.875000 Penalty: 4706.709961
	Iteration 23Q: 3 clusters Score -1661585 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1661658.625000 Penalty: 4706.709961
	Iteration 24Q: 3 clusters Score -1661659 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1661719.000000 Penalty: 4706.709961
	Iteration 25Q: 3 clusters Score -1661719 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1661761.875000 Penalty: 4706.709961
	Iteration 26Q: 3 clusters Score -1661762 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1661795.375000 Penalty: 4706.709961
	Iteration 27Q: 3 clusters Score -1661795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1661807.625000 Penalty: 4706.709961
	Iteration 28Q: 3 clusters Score -1661808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1661826.375000 Penalty: 4706.709961
	Iteration 29Q: 3 clusters Score -1661826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1661842.375000 Penalty: 4706.709961
	Iteration 30Q: 3 clusters Score -1661842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1661862.500000 Penalty: 4706.709961
	Iteration 31Q: 3 clusters Score -1661862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1661882.250000 Penalty: 4706.709961
	Iteration 32Q: 3 clusters Score -1661882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1661900.000000 Penalty: 4706.709961
	Iteration 33Q: 3 clusters Score -1661900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1661919.250000 Penalty: 4706.709961
	Iteration 34Q: 3 clusters Score -1661919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1661927.750000 Penalty: 4706.709961
	Iteration 35Q: 3 clusters Score -1661928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1661932.875000 Penalty: 4706.709961
	Iteration 36Q: 3 clusters Score -1661933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1661939.750000 Penalty: 4706.709961
	Iteration 37Q: 3 clusters Score -1661940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1661949.250000 Penalty: 4706.709961
	Iteration 38Q: 3 clusters Score -1661949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1661959.875000 Penalty: 4706.709961
	Iteration 39Q: 3 clusters Score -1661960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1661964.000000 Penalty: 4706.709961
	Iteration 40F: 3 clusters Score -1661964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1661967.375000 Penalty: 4706.709961
	Iteration 41Q: 3 clusters Score -1661967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1661973.625000 Penalty: 4706.709961
	Iteration 42Q: 3 clusters Score -1661974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1661980.000000 Penalty: 4706.709961
	Iteration 43Q: 3 clusters Score -1661980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1661985.000000 Penalty: 4706.709961
	Iteration 44Q: 3 clusters Score -1661985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1661989.125000 Penalty: 4706.709961
	Iteration 45Q: 3 clusters Score -1661989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1661988.625000 Penalty: 4706.709961
	Iteration 46Q: 3 clusters Score -1661989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1661992.125000 Penalty: 4706.709961
	Iteration 47Q: 3 clusters Score -1661992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1661994.875000 Penalty: 4706.709961
	Iteration 48Q: 3 clusters Score -1661995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1661994.875000 Penalty: 4706.709961
	Iteration 49F: 3 clusters Score -1661995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Entering Unmasked Estep 
Score: -605558.250000 Penalty: 2127.275391
	Iteration 0F: 2 clusters Score -605558.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -600914.000000 Penalty: 4254.550781
	Iteration 0F: 3 clusters Score -600914 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -602068.375000 Penalty: 4254.550781
	Iteration 1F: 3 clusters Score -602068.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -602309.000000 Penalty: 4254.550781
	Iteration 2F: 3 clusters Score -602309 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -602445.437500 Penalty: 4254.550781
	Iteration 3F: 3 clusters Score -602445.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -602530.437500 Penalty: 4254.550781
	Iteration 4Q: 3 clusters Score -602530.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -602585.375000 Penalty: 4254.550781
	Iteration 5Q: 3 clusters Score -602585.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -602625.062500 Penalty: 4254.550781
	Iteration 6Q: 3 clusters Score -602625.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -602659.062500 Penalty: 4254.550781
	Iteration 7Q: 3 clusters Score -602659.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -602685.937500 Penalty: 4254.550781
	Iteration 8Q: 3 clusters Score -602685.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -602709.937500 Penalty: 4254.550781
	Iteration 9Q: 3 clusters Score -602709.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -602733.562500 Penalty: 4254.550781
	Iteration 10Q: 3 clusters Score -602733.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -602752.000000 Penalty: 4254.550781
	Iteration 11Q: 3 clusters Score -602752 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -602773.937500 Penalty: 4254.550781
	Iteration 12Q: 3 clusters Score -602773.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -602796.875000 Penalty: 4254.550781
	Iteration 13Q: 3 clusters Score -602796.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -602813.875000 Penalty: 4254.550781
	Iteration 14Q: 3 clusters Score -602813.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -602837.000000 Penalty: 4254.550781
	Iteration 15Q: 3 clusters Score -602837 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -602859.625000 Penalty: 4254.550781
	Iteration 16Q: 3 clusters Score -602859.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -602877.937500 Penalty: 4254.550781
	Iteration 17Q: 3 clusters Score -602877.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -602893.562500 Penalty: 4254.550781
	Iteration 18Q: 3 clusters Score -602893.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -602905.312500 Penalty: 4254.550781
	Iteration 19Q: 3 clusters Score -602905.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -602917.312500 Penalty: 4254.550781
	Iteration 20F: 3 clusters Score -602917.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -602930.187500 Penalty: 4254.550781
	Iteration 21Q: 3 clusters Score -602930.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -602940.687500 Penalty: 4254.550781
	Iteration 22Q: 3 clusters Score -602940.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -602953.375000 Penalty: 4254.550781
	Iteration 23Q: 3 clusters Score -602953.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -602966.250000 Penalty: 4254.550781
	Iteration 24Q: 3 clusters Score -602966.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -602983.125000 Penalty: 4254.550781
	Iteration 25Q: 3 clusters Score -602983.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -602999.812500 Penalty: 4254.550781
	Iteration 26Q: 3 clusters Score -602999.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -603018.125000 Penalty: 4254.550781
	Iteration 27Q: 3 clusters Score -603018.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -603039.187500 Penalty: 4254.550781
	Iteration 28Q: 3 clusters Score -603039.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -603067.312500 Penalty: 4254.550781
	Iteration 29Q: 3 clusters Score -603067.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -603100.000000 Penalty: 4254.550781
	Iteration 30Q: 3 clusters Score -603100 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -603130.312500 Penalty: 4254.550781
	Iteration 31Q: 3 clusters Score -603130.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -603157.312500 Penalty: 4254.550781
	Iteration 32Q: 3 clusters Score -603157.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -603185.937500 Penalty: 4254.550781
	Iteration 33Q: 3 clusters Score -603185.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -603227.250000 Penalty: 4254.550781
	Iteration 34Q: 3 clusters Score -603227.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -603275.375000 Penalty: 4254.550781
	Iteration 35Q: 3 clusters Score -603275.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -603332.875000 Penalty: 4254.550781
	Iteration 36Q: 3 clusters Score -603332.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -603395.250000 Penalty: 4254.550781
	Iteration 37Q: 3 clusters Score -603395.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -603455.625000 Penalty: 4254.550781
	Iteration 38Q: 3 clusters Score -603455.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -603525.062500 Penalty: 4254.550781
	Iteration 39Q: 3 clusters Score -603525.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -603614.062500 Penalty: 4254.550781
	Iteration 40F: 3 clusters Score -603614.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -603666.312500 Penalty: 4254.550781
	Iteration 41Q: 3 clusters Score -603666.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -603698.687500 Penalty: 4254.550781
	Iteration 42Q: 3 clusters Score -603698.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -603723.750000 Penalty: 4254.550781
	Iteration 43Q: 3 clusters Score -603723.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -603737.625000 Penalty: 4254.550781
	Iteration 44Q: 3 clusters Score -603737.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -603753.375000 Penalty: 4254.550781
	Iteration 45Q: 3 clusters Score -603753.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -603773.000000 Penalty: 4254.550781
	Iteration 46Q: 3 clusters Score -603773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -603788.250000 Penalty: 4254.550781
	Iteration 47Q: 3 clusters Score -603788.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -603808.437500 Penalty: 4254.550781
	Iteration 48Q: 3 clusters Score -603808.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -603827.062500 Penalty: 4254.550781
	Iteration 49Q: 3 clusters Score -603827.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -603857.312500 Penalty: 4254.550781
	Iteration 50Q: 3 clusters Score -603857.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -603880.250000 Penalty: 4254.550781
	Iteration 51Q: 3 clusters Score -603880.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -603903.312500 Penalty: 4254.550781
	Iteration 52Q: 3 clusters Score -603903.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -603923.312500 Penalty: 4254.550781
	Iteration 53Q: 3 clusters Score -603923.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -603931.937500 Penalty: 4254.550781
	Iteration 54Q: 3 clusters Score -603931.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -603936.875000 Penalty: 4254.550781
	Iteration 55Q: 3 clusters Score -603936.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -603941.000000 Penalty: 4254.550781
	Iteration 56Q: 3 clusters Score -603941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -603945.250000 Penalty: 4254.550781
	Iteration 57Q: 3 clusters Score -603945.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -603948.500000 Penalty: 4254.550781
	Iteration 58Q: 3 clusters Score -603948.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -603949.187500 Penalty: 4254.550781
	Iteration 59Q: 3 clusters Score -603949.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -603950.875000 Penalty: 4254.550781
	Iteration 60F: 3 clusters Score -603950.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -603955.062500 Penalty: 4254.550781
	Iteration 61Q: 3 clusters Score -603955.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -603958.187500 Penalty: 4254.550781
	Iteration 62Q: 3 clusters Score -603958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -603961.000000 Penalty: 4254.550781
	Iteration 63Q: 3 clusters Score -603961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -603962.812500 Penalty: 4254.550781
	Iteration 64Q: 3 clusters Score -603962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -603962.187500 Penalty: 4254.550781
	Iteration 65Q: 3 clusters Score -603962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -603962.187500 Penalty: 4254.550781
	Iteration 66F: 3 clusters Score -603962.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Entering Unmasked Estep 
Score: -7447424.000000 Penalty: 2721.047852
	Iteration 0F: 2 clusters Score -7447424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -7408216.500000 Penalty: 5442.095703
	Iteration 0F: 3 clusters Score -7408216 nChanged 27047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -7423420.500000 Penalty: 5442.095703
	Iteration 1F: 3 clusters Score -7423420 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -7424020.500000 Penalty: 5442.095703
	Iteration 2Q: 3 clusters Score -7424020 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -7424804.000000 Penalty: 5442.095703
	Iteration 3Q: 3 clusters Score -7424804 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -7425936.000000 Penalty: 5442.095703
	Iteration 4Q: 3 clusters Score -7425936 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -7427457.000000 Penalty: 5442.095703
	Iteration 5Q: 3 clusters Score -7427457 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -7430029.000000 Penalty: 5442.095703
	Iteration 6F: 3 clusters Score -7430029 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -7433654.000000 Penalty: 5442.095703
	Iteration 7F: 3 clusters Score -7433654 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -7437725.500000 Penalty: 5442.095703
	Iteration 8F: 3 clusters Score -7437726 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53017 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -7440818.500000 Penalty: 5442.095703
	Iteration 9F: 3 clusters Score -7440818 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -7442858.000000 Penalty: 5442.095703
	Iteration 10Q: 3 clusters Score -7442858 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7443917.000000 Penalty: 5442.095703
	Iteration 11Q: 3 clusters Score -7443917 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7444405.000000 Penalty: 5442.095703
	Iteration 12Q: 3 clusters Score -7444405 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7444671.500000 Penalty: 5442.095703
	Iteration 13Q: 3 clusters Score -7444672 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7444807.500000 Penalty: 5442.095703
	Iteration 14Q: 3 clusters Score -7444808 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7444904.000000 Penalty: 5442.095703
	Iteration 15Q: 3 clusters Score -7444904 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7444958.000000 Penalty: 5442.095703
	Iteration 16Q: 3 clusters Score -7444958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7444995.500000 Penalty: 5442.095703
	Iteration 17Q: 3 clusters Score -7444996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57704 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7444994.000000 Penalty: 5442.095703
	Iteration 18Q: 3 clusters Score -7444994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7445006.000000 Penalty: 5442.095703
	Iteration 19Q: 3 clusters Score -7445006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7445021.500000 Penalty: 5442.095703
	Iteration 20F: 3 clusters Score -7445022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7445035.500000 Penalty: 5442.095703
	Iteration 21Q: 3 clusters Score -7445036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7445048.000000 Penalty: 5442.095703
	Iteration 22Q: 3 clusters Score -7445048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7445049.000000 Penalty: 5442.095703
	Iteration 23Q: 3 clusters Score -7445049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7445058.500000 Penalty: 5442.095703
	Iteration 24Q: 3 clusters Score -7445058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7445050.000000 Penalty: 5442.095703
	Iteration 25Q: 3 clusters Score -7445050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7445054.500000 Penalty: 5442.095703
	Iteration 26Q: 3 clusters Score -7445054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7445059.000000 Penalty: 5442.095703
	Iteration 27Q: 3 clusters Score -7445059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7445066.500000 Penalty: 5442.095703
	Iteration 28Q: 3 clusters Score -7445066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7445071.500000 Penalty: 5442.095703
	Iteration 29Q: 3 clusters Score -7445072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7445070.000000 Penalty: 5442.095703
	Iteration 30Q: 3 clusters Score -7445070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7445070.000000 Penalty: 5442.095703
	Iteration 31F: 3 clusters Score -7445070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -37404.773438 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -37404.77 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 180 members 
Entering Unmasked Estep 
Score: -36082.195312 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -36082.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36267.011719 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -36267.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36366.351562 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -36366.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36415.726562 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -36415.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36431.855469 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -36431.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36434.871094 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -36434.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36443.339844 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -36443.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36443.339844 Penalty: 2905.534668
	Iteration 7F: 3 clusters Score -36443.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Entering Unmasked Estep 
Score: -1925894.750000 Penalty: 2380.366455
	Iteration 0F: 2 clusters Score -1925895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1915266.750000 Penalty: 4760.732910
	Iteration 0F: 3 clusters Score -1915267 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1918403.500000 Penalty: 4760.732910
	Iteration 1F: 3 clusters Score -1918404 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1918724.625000 Penalty: 4760.732910
	Iteration 2F: 3 clusters Score -1918725 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1918962.125000 Penalty: 4760.732910
	Iteration 3Q: 3 clusters Score -1918962 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1919165.125000 Penalty: 4760.732910
	Iteration 4Q: 3 clusters Score -1919165 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1919363.875000 Penalty: 4760.732910
	Iteration 5Q: 3 clusters Score -1919364 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1919577.125000 Penalty: 4760.732910
	Iteration 6Q: 3 clusters Score -1919577 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1919832.125000 Penalty: 4760.732910
	Iteration 7Q: 3 clusters Score -1919832 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1920112.500000 Penalty: 4760.732910
	Iteration 8Q: 3 clusters Score -1920112 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1920387.750000 Penalty: 4760.732910
	Iteration 9Q: 3 clusters Score -1920388 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1920664.375000 Penalty: 4760.732910
	Iteration 10Q: 3 clusters Score -1920664 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1920976.375000 Penalty: 4760.732910
	Iteration 11Q: 3 clusters Score -1920976 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1921237.750000 Penalty: 4760.732910
	Iteration 12Q: 3 clusters Score -1921238 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1921464.750000 Penalty: 4760.732910
	Iteration 13Q: 3 clusters Score -1921465 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1921675.875000 Penalty: 4760.732910
	Iteration 14Q: 3 clusters Score -1921676 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1921834.000000 Penalty: 4760.732910
	Iteration 15Q: 3 clusters Score -1921834 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1921985.125000 Penalty: 4760.732910
	Iteration 16Q: 3 clusters Score -1921985 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1922111.250000 Penalty: 4760.732910
	Iteration 17Q: 3 clusters Score -1922111 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1922195.875000 Penalty: 4760.732910
	Iteration 18Q: 3 clusters Score -1922196 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1922276.875000 Penalty: 4760.732910
	Iteration 19Q: 3 clusters Score -1922277 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1922330.875000 Penalty: 4760.732910
	Iteration 20F: 3 clusters Score -1922331 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1922395.250000 Penalty: 4760.732910
	Iteration 21Q: 3 clusters Score -1922395 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1922466.125000 Penalty: 4760.732910
	Iteration 22Q: 3 clusters Score -1922466 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1922512.875000 Penalty: 4760.732910
	Iteration 23Q: 3 clusters Score -1922513 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1922565.625000 Penalty: 4760.732910
	Iteration 24Q: 3 clusters Score -1922566 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1922607.500000 Penalty: 4760.732910
	Iteration 25Q: 3 clusters Score -1922608 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1922654.250000 Penalty: 4760.732910
	Iteration 26Q: 3 clusters Score -1922654 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1922702.375000 Penalty: 4760.732910
	Iteration 27Q: 3 clusters Score -1922702 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1922755.375000 Penalty: 4760.732910
	Iteration 28Q: 3 clusters Score -1922755 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1922832.625000 Penalty: 4760.732910
	Iteration 29Q: 3 clusters Score -1922833 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1922905.375000 Penalty: 4760.732910
	Iteration 30Q: 3 clusters Score -1922905 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1922981.875000 Penalty: 4760.732910
	Iteration 31Q: 3 clusters Score -1922982 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1923039.750000 Penalty: 4760.732910
	Iteration 32Q: 3 clusters Score -1923040 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1923093.125000 Penalty: 4760.732910
	Iteration 33Q: 3 clusters Score -1923093 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1923138.250000 Penalty: 4760.732910
	Iteration 34Q: 3 clusters Score -1923138 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1923188.625000 Penalty: 4760.732910
	Iteration 35Q: 3 clusters Score -1923189 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1923233.500000 Penalty: 4760.732910
	Iteration 36Q: 3 clusters Score -1923234 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1923284.375000 Penalty: 4760.732910
	Iteration 37Q: 3 clusters Score -1923284 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1923332.750000 Penalty: 4760.732910
	Iteration 38Q: 3 clusters Score -1923333 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1923359.875000 Penalty: 4760.732910
	Iteration 39Q: 3 clusters Score -1923360 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1923400.375000 Penalty: 4760.732910
	Iteration 40F: 3 clusters Score -1923400 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1923434.625000 Penalty: 4760.732910
	Iteration 41Q: 3 clusters Score -1923435 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1923464.375000 Penalty: 4760.732910
	Iteration 42Q: 3 clusters Score -1923464 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1923500.125000 Penalty: 4760.732910
	Iteration 43Q: 3 clusters Score -1923500 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1923539.875000 Penalty: 4760.732910
	Iteration 44Q: 3 clusters Score -1923540 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1923567.750000 Penalty: 4760.732910
	Iteration 45Q: 3 clusters Score -1923568 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1923594.000000 Penalty: 4760.732910
	Iteration 46Q: 3 clusters Score -1923594 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1923615.500000 Penalty: 4760.732910
	Iteration 47Q: 3 clusters Score -1923616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1923638.250000 Penalty: 4760.732910
	Iteration 48Q: 3 clusters Score -1923638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1923650.500000 Penalty: 4760.732910
	Iteration 49Q: 3 clusters Score -1923650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1923666.125000 Penalty: 4760.732910
	Iteration 50Q: 3 clusters Score -1923666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1923684.625000 Penalty: 4760.732910
	Iteration 51Q: 3 clusters Score -1923685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1923701.625000 Penalty: 4760.732910
	Iteration 52Q: 3 clusters Score -1923702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1923715.000000 Penalty: 4760.732910
	Iteration 53Q: 3 clusters Score -1923715 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1923724.000000 Penalty: 4760.732910
	Iteration 54Q: 3 clusters Score -1923724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1923734.875000 Penalty: 4760.732910
	Iteration 55Q: 3 clusters Score -1923735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1923744.125000 Penalty: 4760.732910
	Iteration 56Q: 3 clusters Score -1923744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1923756.125000 Penalty: 4760.732910
	Iteration 57Q: 3 clusters Score -1923756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1923762.375000 Penalty: 4760.732910
	Iteration 58Q: 3 clusters Score -1923762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1923770.500000 Penalty: 4760.732910
	Iteration 59Q: 3 clusters Score -1923770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1923775.625000 Penalty: 4760.732910
	Iteration 60F: 3 clusters Score -1923776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1923782.125000 Penalty: 4760.732910
	Iteration 61Q: 3 clusters Score -1923782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1923788.500000 Penalty: 4760.732910
	Iteration 62Q: 3 clusters Score -1923788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1923793.625000 Penalty: 4760.732910
	Iteration 63Q: 3 clusters Score -1923794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1923799.375000 Penalty: 4760.732910
	Iteration 64Q: 3 clusters Score -1923799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1923804.625000 Penalty: 4760.732910
	Iteration 65Q: 3 clusters Score -1923805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1923813.375000 Penalty: 4760.732910
	Iteration 66Q: 3 clusters Score -1923813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1923821.750000 Penalty: 4760.732910
	Iteration 67Q: 3 clusters Score -1923822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1923829.750000 Penalty: 4760.732910
	Iteration 68Q: 3 clusters Score -1923830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1923836.875000 Penalty: 4760.732910
	Iteration 69Q: 3 clusters Score -1923837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1923848.125000 Penalty: 4760.732910
	Iteration 70Q: 3 clusters Score -1923848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1923854.250000 Penalty: 4760.732910
	Iteration 71Q: 3 clusters Score -1923854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1923857.625000 Penalty: 4760.732910
	Iteration 72Q: 3 clusters Score -1923858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1923858.500000 Penalty: 4760.732910
	Iteration 73Q: 3 clusters Score -1923858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1923857.875000 Penalty: 4760.732910
	Iteration 74Q: 3 clusters Score -1923858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1923857.500000 Penalty: 4760.732910
	Iteration 75Q: 3 clusters Score -1923858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1923861.125000 Penalty: 4760.732910
	Iteration 76Q: 3 clusters Score -1923861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1923863.625000 Penalty: 4760.732910
	Iteration 77Q: 3 clusters Score -1923864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1923862.625000 Penalty: 4760.732910
	Iteration 78Q: 3 clusters Score -1923863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1923862.625000 Penalty: 4760.732910
	Iteration 79F: 3 clusters Score -1923863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159574 members 
Entering Unmasked Estep 
Score: -20746488.000000 Penalty: 2971.105225
	Iteration 0F: 2 clusters Score -2.074649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79871 members 
Mstep: Class 2 contains 79703 members 
Entering Unmasked Estep 
Score: -20641072.000000 Penalty: 5942.210449
	Iteration 0F: 3 clusters Score -2.064107e+07 nChanged 76480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81213 members 
Mstep: Class 2 contains 78361 members 
Entering Unmasked Estep 
Score: -20686872.000000 Penalty: 5942.210449
	Iteration 1F: 3 clusters Score -2.068687e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81636 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -20688422.000000 Penalty: 5942.210449
	Iteration 2Q: 3 clusters Score -2.068842e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82202 members 
Mstep: Class 2 contains 77372 members 
Entering Unmasked Estep 
Score: -20690476.000000 Penalty: 5942.210449
	Iteration 3Q: 3 clusters Score -2.069048e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82932 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -20693300.000000 Penalty: 5942.210449
	Iteration 4Q: 3 clusters Score -2.06933e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83976 members 
Mstep: Class 2 contains 75598 members 
Entering Unmasked Estep 
Score: -20697858.000000 Penalty: 5942.210449
	Iteration 5F: 3 clusters Score -2.069786e+07 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85224 members 
Mstep: Class 2 contains 74350 members 
Entering Unmasked Estep 
Score: -20703702.000000 Penalty: 5942.210449
	Iteration 6F: 3 clusters Score -2.07037e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86775 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -20710884.000000 Penalty: 5942.210449
	Iteration 7F: 3 clusters Score -2.071088e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 71387 members 
Entering Unmasked Estep 
Score: -20717600.000000 Penalty: 5942.210449
	Iteration 8F: 3 clusters Score -2.07176e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89287 members 
Mstep: Class 2 contains 70287 members 
Entering Unmasked Estep 
Score: -20722352.000000 Penalty: 5942.210449
	Iteration 9F: 3 clusters Score -2.072235e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -20724600.000000 Penalty: 5942.210449
	Iteration 10Q: 3 clusters Score -2.07246e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91174 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -20725658.000000 Penalty: 5942.210449
	Iteration 11Q: 3 clusters Score -2.072566e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92199 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -20726212.000000 Penalty: 5942.210449
	Iteration 12Q: 3 clusters Score -2.072621e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93233 members 
Mstep: Class 2 contains 66341 members 
Entering Unmasked Estep 
Score: -20726514.000000 Penalty: 5942.210449
	Iteration 13Q: 3 clusters Score -2.072651e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94296 members 
Mstep: Class 2 contains 65278 members 
Entering Unmasked Estep 
Score: -20726768.000000 Penalty: 5942.210449
	Iteration 14Q: 3 clusters Score -2.072677e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95398 members 
Mstep: Class 2 contains 64176 members 
Entering Unmasked Estep 
Score: -20727038.000000 Penalty: 5942.210449
	Iteration 15Q: 3 clusters Score -2.072704e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96571 members 
Mstep: Class 2 contains 63003 members 
Entering Unmasked Estep 
Score: -20727282.000000 Penalty: 5942.210449
	Iteration 16Q: 3 clusters Score -2.072728e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97848 members 
Mstep: Class 2 contains 61726 members 
Entering Unmasked Estep 
Score: -20727558.000000 Penalty: 5942.210449
	Iteration 17Q: 3 clusters Score -2.072756e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99213 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -20727938.000000 Penalty: 5942.210449
	Iteration 18Q: 3 clusters Score -2.072794e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100642 members 
Mstep: Class 2 contains 58932 members 
Entering Unmasked Estep 
Score: -20728188.000000 Penalty: 5942.210449
	Iteration 19Q: 3 clusters Score -2.072819e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102030 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -20728406.000000 Penalty: 5942.210449
	Iteration 20F: 3 clusters Score -2.072841e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103460 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -20728558.000000 Penalty: 5942.210449
	Iteration 21Q: 3 clusters Score -2.072856e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104956 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -20728880.000000 Penalty: 5942.210449
	Iteration 22Q: 3 clusters Score -2.072888e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106578 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -20729150.000000 Penalty: 5942.210449
	Iteration 23Q: 3 clusters Score -2.072915e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108251 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -20729550.000000 Penalty: 5942.210449
	Iteration 24Q: 3 clusters Score -2.072955e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110002 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -20729934.000000 Penalty: 5942.210449
	Iteration 25Q: 3 clusters Score -2.072993e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111819 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -20730308.000000 Penalty: 5942.210449
	Iteration 26Q: 3 clusters Score -2.073031e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113728 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -20730722.000000 Penalty: 5942.210449
	Iteration 27Q: 3 clusters Score -2.073072e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115717 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -20731112.000000 Penalty: 5942.210449
	Iteration 28Q: 3 clusters Score -2.073111e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117797 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -20731614.000000 Penalty: 5942.210449
	Iteration 29Q: 3 clusters Score -2.073161e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119929 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -20732136.000000 Penalty: 5942.210449
	Iteration 30Q: 3 clusters Score -2.073214e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122114 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -20732648.000000 Penalty: 5942.210449
	Iteration 31Q: 3 clusters Score -2.073265e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124323 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -20733356.000000 Penalty: 5942.210449
	Iteration 32Q: 3 clusters Score -2.073336e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126535 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -20734214.000000 Penalty: 5942.210449
	Iteration 33Q: 3 clusters Score -2.073421e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128790 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -20735180.000000 Penalty: 5942.210449
	Iteration 34Q: 3 clusters Score -2.073518e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131082 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -20736208.000000 Penalty: 5942.210449
	Iteration 35Q: 3 clusters Score -2.073621e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133346 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -20737200.000000 Penalty: 5942.210449
	Iteration 36Q: 3 clusters Score -2.07372e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135550 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -20738528.000000 Penalty: 5942.210449
	Iteration 37Q: 3 clusters Score -2.073853e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137610 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -20740066.000000 Penalty: 5942.210449
	Iteration 38Q: 3 clusters Score -2.074007e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139514 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -20741566.000000 Penalty: 5942.210449
	Iteration 39Q: 3 clusters Score -2.074157e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141146 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -20742978.000000 Penalty: 5942.210449
	Iteration 40F: 3 clusters Score -2.074298e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142483 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -20744018.000000 Penalty: 5942.210449
	Iteration 41Q: 3 clusters Score -2.074402e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143554 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -20744504.000000 Penalty: 5942.210449
	Iteration 42Q: 3 clusters Score -2.07445e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144473 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -20744964.000000 Penalty: 5942.210449
	Iteration 43Q: 3 clusters Score -2.074496e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145226 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -20745146.000000 Penalty: 5942.210449
	Iteration 44Q: 3 clusters Score -2.074515e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145889 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -20745346.000000 Penalty: 5942.210449
	Iteration 45Q: 3 clusters Score -2.074535e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146472 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -20745488.000000 Penalty: 5942.210449
	Iteration 46Q: 3 clusters Score -2.074549e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146954 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -20745594.000000 Penalty: 5942.210449
	Iteration 47Q: 3 clusters Score -2.074559e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147375 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -20745628.000000 Penalty: 5942.210449
	Iteration 48Q: 3 clusters Score -2.074563e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147748 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -20745584.000000 Penalty: 5942.210449
	Iteration 49Q: 3 clusters Score -2.074558e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148098 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -20745658.000000 Penalty: 5942.210449
	Iteration 50Q: 3 clusters Score -2.074566e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148434 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -20745724.000000 Penalty: 5942.210449
	Iteration 51Q: 3 clusters Score -2.074572e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148757 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -20745724.000000 Penalty: 5942.210449
	Iteration 52Q: 3 clusters Score -2.074572e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149019 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -20745768.000000 Penalty: 5942.210449
	Iteration 53Q: 3 clusters Score -2.074577e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149240 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -20745786.000000 Penalty: 5942.210449
	Iteration 54Q: 3 clusters Score -2.074579e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149447 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -20745776.000000 Penalty: 5942.210449
	Iteration 55Q: 3 clusters Score -2.074578e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149625 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -20745812.000000 Penalty: 5942.210449
	Iteration 56Q: 3 clusters Score -2.074581e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149787 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -20745790.000000 Penalty: 5942.210449
	Iteration 57Q: 3 clusters Score -2.074579e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149952 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -20745838.000000 Penalty: 5942.210449
	Iteration 58Q: 3 clusters Score -2.074584e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150095 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -20745870.000000 Penalty: 5942.210449
	Iteration 59Q: 3 clusters Score -2.074587e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150220 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -20745824.000000 Penalty: 5942.210449
	Iteration 60F: 3 clusters Score -2.074582e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150344 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -20745870.000000 Penalty: 5942.210449
	Iteration 61Q: 3 clusters Score -2.074587e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150452 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -20745856.000000 Penalty: 5942.210449
	Iteration 62Q: 3 clusters Score -2.074586e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150546 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -20745890.000000 Penalty: 5942.210449
	Iteration 63Q: 3 clusters Score -2.074589e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150640 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -20745902.000000 Penalty: 5942.210449
	Iteration 64Q: 3 clusters Score -2.07459e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150734 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -20745964.000000 Penalty: 5942.210449
	Iteration 65Q: 3 clusters Score -2.074596e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150811 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -20745980.000000 Penalty: 5942.210449
	Iteration 66Q: 3 clusters Score -2.074598e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150895 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -20745974.000000 Penalty: 5942.210449
	Iteration 67Q: 3 clusters Score -2.074597e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150986 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -20745982.000000 Penalty: 5942.210449
	Iteration 68Q: 3 clusters Score -2.074598e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151066 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -20745962.000000 Penalty: 5942.210449
	Iteration 69Q: 3 clusters Score -2.074596e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151133 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -20745908.000000 Penalty: 5942.210449
	Iteration 70Q: 3 clusters Score -2.074591e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151198 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -20745894.000000 Penalty: 5942.210449
	Iteration 71Q: 3 clusters Score -2.074589e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151254 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -20745906.000000 Penalty: 5942.210449
	Iteration 72Q: 3 clusters Score -2.074591e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151308 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -20745926.000000 Penalty: 5942.210449
	Iteration 73Q: 3 clusters Score -2.074593e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151359 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -20745932.000000 Penalty: 5942.210449
	Iteration 74Q: 3 clusters Score -2.074593e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151408 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -20745928.000000 Penalty: 5942.210449
	Iteration 75Q: 3 clusters Score -2.074593e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151440 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -20745928.000000 Penalty: 5942.210449
	Iteration 76Q: 3 clusters Score -2.074593e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151471 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -20745908.000000 Penalty: 5942.210449
	Iteration 77Q: 3 clusters Score -2.074591e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151501 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -20745916.000000 Penalty: 5942.210449
	Iteration 78Q: 3 clusters Score -2.074592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151530 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -20745938.000000 Penalty: 5942.210449
	Iteration 79Q: 3 clusters Score -2.074594e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151558 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -20745932.000000 Penalty: 5942.210449
	Iteration 80F: 3 clusters Score -2.074593e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151588 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -20745916.000000 Penalty: 5942.210449
	Iteration 81Q: 3 clusters Score -2.074592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151615 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -20745914.000000 Penalty: 5942.210449
	Iteration 82Q: 3 clusters Score -2.074591e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151637 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -20745916.000000 Penalty: 5942.210449
	Iteration 83Q: 3 clusters Score -2.074592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151656 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -20745898.000000 Penalty: 5942.210449
	Iteration 84Q: 3 clusters Score -2.07459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151675 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -20745902.000000 Penalty: 5942.210449
	Iteration 85Q: 3 clusters Score -2.07459e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151699 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -20745902.000000 Penalty: 5942.210449
	Iteration 86Q: 3 clusters Score -2.07459e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151720 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -20745916.000000 Penalty: 5942.210449
	Iteration 87Q: 3 clusters Score -2.074592e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151746 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -20745900.000000 Penalty: 5942.210449
	Iteration 88Q: 3 clusters Score -2.07459e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151769 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -20745884.000000 Penalty: 5942.210449
	Iteration 89Q: 3 clusters Score -2.074588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151794 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -20745904.000000 Penalty: 5942.210449
	Iteration 90Q: 3 clusters Score -2.07459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151813 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -20745910.000000 Penalty: 5942.210449
	Iteration 91Q: 3 clusters Score -2.074591e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151838 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -20745898.000000 Penalty: 5942.210449
	Iteration 92Q: 3 clusters Score -2.07459e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151866 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -20745898.000000 Penalty: 5942.210449
	Iteration 93Q: 3 clusters Score -2.07459e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151890 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -20745916.000000 Penalty: 5942.210449
	Iteration 94Q: 3 clusters Score -2.074592e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151913 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -20745892.000000 Penalty: 5942.210449
	Iteration 95Q: 3 clusters Score -2.074589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151937 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -20745898.000000 Penalty: 5942.210449
	Iteration 96Q: 3 clusters Score -2.07459e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151965 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -20745900.000000 Penalty: 5942.210449
	Iteration 97Q: 3 clusters Score -2.07459e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151993 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -20745910.000000 Penalty: 5942.210449
	Iteration 98Q: 3 clusters Score -2.074591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152014 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -20745896.000000 Penalty: 5942.210449
	Iteration 99Q: 3 clusters Score -2.07459e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152038 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -20745886.000000 Penalty: 5942.210449
	Iteration 100F: 3 clusters Score -2.074589e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152061 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -20745870.000000 Penalty: 5942.210449
	Iteration 101Q: 3 clusters Score -2.074587e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152096 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -20745884.000000 Penalty: 5942.210449
	Iteration 102Q: 3 clusters Score -2.074588e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152122 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -20745880.000000 Penalty: 5942.210449
	Iteration 103Q: 3 clusters Score -2.074588e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152143 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -20745890.000000 Penalty: 5942.210449
	Iteration 104Q: 3 clusters Score -2.074589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152160 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -20745882.000000 Penalty: 5942.210449
	Iteration 105Q: 3 clusters Score -2.074588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152176 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -20745876.000000 Penalty: 5942.210449
	Iteration 106Q: 3 clusters Score -2.074588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152198 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -20745890.000000 Penalty: 5942.210449
	Iteration 107Q: 3 clusters Score -2.074589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152224 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -20745880.000000 Penalty: 5942.210449
	Iteration 108Q: 3 clusters Score -2.074588e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152251 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -20745876.000000 Penalty: 5942.210449
	Iteration 109Q: 3 clusters Score -2.074588e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152277 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -20745864.000000 Penalty: 5942.210449
	Iteration 110Q: 3 clusters Score -2.074586e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152303 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -20745860.000000 Penalty: 5942.210449
	Iteration 111Q: 3 clusters Score -2.074586e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152327 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -20745862.000000 Penalty: 5942.210449
	Iteration 112Q: 3 clusters Score -2.074586e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152350 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -20745856.000000 Penalty: 5942.210449
	Iteration 113Q: 3 clusters Score -2.074586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152367 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -20745854.000000 Penalty: 5942.210449
	Iteration 114Q: 3 clusters Score -2.074585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152380 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -20745854.000000 Penalty: 5942.210449
	Iteration 115Q: 3 clusters Score -2.074585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152391 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -20745858.000000 Penalty: 5942.210449
	Iteration 116Q: 3 clusters Score -2.074586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152399 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -20745858.000000 Penalty: 5942.210449
	Iteration 117Q: 3 clusters Score -2.074586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152409 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -20745868.000000 Penalty: 5942.210449
	Iteration 118Q: 3 clusters Score -2.074587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152417 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -20745880.000000 Penalty: 5942.210449
	Iteration 119Q: 3 clusters Score -2.074588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152431 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -20745876.000000 Penalty: 5942.210449
	Iteration 120F: 3 clusters Score -2.074588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152439 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -20745880.000000 Penalty: 5942.210449
	Iteration 121Q: 3 clusters Score -2.074588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152446 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -20745884.000000 Penalty: 5942.210449
	Iteration 122Q: 3 clusters Score -2.074588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152455 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -20745884.000000 Penalty: 5942.210449
	Iteration 123Q: 3 clusters Score -2.074588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152466 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -20745878.000000 Penalty: 5942.210449
	Iteration 124Q: 3 clusters Score -2.074588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152475 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -20745872.000000 Penalty: 5942.210449
	Iteration 125Q: 3 clusters Score -2.074587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152486 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -20745852.000000 Penalty: 5942.210449
	Iteration 126Q: 3 clusters Score -2.074585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152498 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -20745852.000000 Penalty: 5942.210449
	Iteration 127Q: 3 clusters Score -2.074585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152503 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -20745854.000000 Penalty: 5942.210449
	Iteration 128Q: 3 clusters Score -2.074585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152508 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -20745858.000000 Penalty: 5942.210449
	Iteration 129Q: 3 clusters Score -2.074586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152511 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -20745852.000000 Penalty: 5942.210449
	Iteration 130Q: 3 clusters Score -2.074585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152519 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -20745854.000000 Penalty: 5942.210449
	Iteration 131Q: 3 clusters Score -2.074585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152526 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -20745862.000000 Penalty: 5942.210449
	Iteration 132Q: 3 clusters Score -2.074586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152533 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -20745876.000000 Penalty: 5942.210449
	Iteration 133Q: 3 clusters Score -2.074588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152542 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -20745876.000000 Penalty: 5942.210449
	Iteration 134Q: 3 clusters Score -2.074588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152549 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -20745892.000000 Penalty: 5942.210449
	Iteration 135Q: 3 clusters Score -2.074589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152555 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -20745882.000000 Penalty: 5942.210449
	Iteration 136Q: 3 clusters Score -2.074588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152558 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -20745882.000000 Penalty: 5942.210449
	Iteration 137Q: 3 clusters Score -2.074588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152560 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -20745888.000000 Penalty: 5942.210449
	Iteration 138Q: 3 clusters Score -2.074589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152562 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -20745894.000000 Penalty: 5942.210449
	Iteration 139Q: 3 clusters Score -2.074589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152567 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -20745900.000000 Penalty: 5942.210449
	Iteration 140F: 3 clusters Score -2.07459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152569 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -20745902.000000 Penalty: 5942.210449
	Iteration 141Q: 3 clusters Score -2.07459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152570 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -20745894.000000 Penalty: 5942.210449
	Iteration 142Q: 3 clusters Score -2.074589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152571 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -20745896.000000 Penalty: 5942.210449
	Iteration 143Q: 3 clusters Score -2.07459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152571 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -20745884.000000 Penalty: 5942.210449
	Iteration 144Q: 3 clusters Score -2.074588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152572 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -20745890.000000 Penalty: 5942.210449
	Iteration 145Q: 3 clusters Score -2.074589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152572 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -20745890.000000 Penalty: 5942.210449
	Iteration 146F: 3 clusters Score -2.074589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -76066.257812 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -76066.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -74502.312500 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -74502.31 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -74904.304688 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -74904.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75160.531250 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -75160.53 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -75540.148438 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -75540.15 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -75912.898438 Penalty: 3238.591797
	Iteration 4F: 3 clusters Score -75912.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -76278.242188 Penalty: 3238.591797
	Iteration 5F: 3 clusters Score -76278.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -76680.718750 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -76680.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -77139.296875 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -77139.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -77162.070312 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -77162.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -77170.156250 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -77170.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -77183.843750 Penalty: 3238.591797
	Iteration 10Q: 3 clusters Score -77183.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -77193.031250 Penalty: 3238.591797
	Iteration 11Q: 3 clusters Score -77193.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -77202.093750 Penalty: 3238.591797
	Iteration 12Q: 3 clusters Score -77202.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -77217.039062 Penalty: 3238.591797
	Iteration 13Q: 3 clusters Score -77217.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -77293.593750 Penalty: 3238.591797
	Iteration 14Q: 3 clusters Score -77293.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -77378.890625 Penalty: 3238.591797
	Iteration 15Q: 3 clusters Score -77378.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -77378.890625 Penalty: 3238.591797
	Iteration 16F: 3 clusters Score -77378.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40994 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 20257 members 
Mstep: Class 7 contains 273995 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 5867 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13218 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58219 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159574 members 
Mstep: Class 21 contains 240 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 445 members 
Entering Unmasked Estep 
Score: -90837520.000000 Penalty: 76903.515625
Splitting cluster 21 changes total score from -90837880.000000 to -90837520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -84570.812500 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -84570.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -82894.304688 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -82894.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83342.390625 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -83342.39 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83765.171875 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -83765.17 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -83971.125000 Penalty: 3290.778320
	Iteration 3F: 3 clusters Score -83971.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -84076.468750 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -84076.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -84159.484375 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -84159.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -84219.687500 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -84219.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -84256.960938 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -84256.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -84298.273438 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -84298.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84332.328125 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -84332.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -84373.492188 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -84373.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -84426.460938 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -84426.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -84454.851562 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -84454.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -84465.632812 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -84465.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -84472.781250 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -84472.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -84477.625000 Penalty: 3290.778320
	Iteration 15Q: 3 clusters Score -84477.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -84477.625000 Penalty: 3290.778320
	Iteration 16F: 3 clusters Score -84477.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40994 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 20257 members 
Mstep: Class 7 contains 273995 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 5867 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13218 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58219 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159574 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837960.000000 Penalty: 73559.882812
Iteration 399Q: 23 clusters Score -9.083796e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40994 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 20256 members 
Mstep: Class 7 contains 273985 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6565 members 
Mstep: Class 11 contains 5868 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58220 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159579 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837904.000000 Penalty: 73559.882812
Iteration 400F: 23 clusters Score -9.08379e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40993 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20252 members 
Mstep: Class 7 contains 273973 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5869 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58221 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14740 members 
Mstep: Class 20 contains 159587 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837856.000000 Penalty: 73559.882812
Iteration 401Q: 23 clusters Score -9.083786e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40992 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20251 members 
Mstep: Class 7 contains 273967 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5871 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13219 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58222 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14740 members 
Mstep: Class 20 contains 159592 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837880.000000 Penalty: 73559.882812
Iteration 402Q: 23 clusters Score -9.083788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40992 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20250 members 
Mstep: Class 7 contains 273966 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5872 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58221 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159595 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837880.000000 Penalty: 73559.882812
Iteration 403Q: 23 clusters Score -9.083788e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40991 members 
Mstep: Class 5 contains 26429 members 
Mstep: Class 6 contains 20250 members 
Mstep: Class 7 contains 273964 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5871 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13221 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58222 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14738 members 
Mstep: Class 20 contains 159597 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837808.000000 Penalty: 73559.882812
Iteration 404Q: 23 clusters Score -9.083781e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40991 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20250 members 
Mstep: Class 7 contains 273959 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5871 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13221 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58223 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14736 members 
Mstep: Class 20 contains 159601 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837840.000000 Penalty: 73559.882812
Iteration 405Q: 23 clusters Score -9.083784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40991 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20250 members 
Mstep: Class 7 contains 273955 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5871 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13221 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58224 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14736 members 
Mstep: Class 20 contains 159604 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837840.000000 Penalty: 73559.882812
Iteration 406Q: 23 clusters Score -9.083784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40991 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20249 members 
Mstep: Class 7 contains 273948 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5871 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13221 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58225 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14736 members 
Mstep: Class 20 contains 159610 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837856.000000 Penalty: 73559.882812
Iteration 407Q: 23 clusters Score -9.083786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40991 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20248 members 
Mstep: Class 7 contains 273944 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5871 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13221 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58226 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14736 members 
Mstep: Class 20 contains 159613 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837856.000000 Penalty: 73559.882812
Iteration 408Q: 23 clusters Score -9.083786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40991 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20246 members 
Mstep: Class 7 contains 273940 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5871 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13221 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58228 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14736 members 
Mstep: Class 20 contains 159614 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837848.000000 Penalty: 73559.882812
Iteration 409Q: 23 clusters Score -9.083785e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40990 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20246 members 
Mstep: Class 7 contains 273940 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5871 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13221 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58228 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14736 members 
Mstep: Class 20 contains 159610 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837904.000000 Penalty: 73559.882812
Iteration 410Q: 23 clusters Score -9.08379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 273939 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5871 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13221 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58229 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14736 members 
Mstep: Class 20 contains 159613 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837880.000000 Penalty: 73559.882812
Iteration 411Q: 23 clusters Score -9.083788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20247 members 
Mstep: Class 7 contains 273930 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5871 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13221 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58229 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14736 members 
Mstep: Class 20 contains 159620 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837840.000000 Penalty: 73559.882812
Iteration 412Q: 23 clusters Score -9.083784e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20248 members 
Mstep: Class 7 contains 273923 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5871 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13222 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58231 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14736 members 
Mstep: Class 20 contains 159623 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837840.000000 Penalty: 73559.882812
Iteration 413Q: 23 clusters Score -9.083784e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 273918 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5871 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58232 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14736 members 
Mstep: Class 20 contains 159629 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837880.000000 Penalty: 73559.882812
Iteration 414Q: 23 clusters Score -9.083788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20246 members 
Mstep: Class 7 contains 273908 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5871 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58235 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14737 members 
Mstep: Class 20 contains 159634 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837872.000000 Penalty: 73559.882812
Iteration 415Q: 23 clusters Score -9.083787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20246 members 
Mstep: Class 7 contains 273909 members 
Mstep: Class 8 contains 40198 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5872 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58235 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159631 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837864.000000 Penalty: 73559.882812
Iteration 416Q: 23 clusters Score -9.083786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20247 members 
Mstep: Class 7 contains 273905 members 
Mstep: Class 8 contains 40198 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5874 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58234 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14740 members 
Mstep: Class 20 contains 159633 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837888.000000 Penalty: 73559.882812
Iteration 417Q: 23 clusters Score -9.083789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20248 members 
Mstep: Class 7 contains 273902 members 
Mstep: Class 8 contains 40198 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58234 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14740 members 
Mstep: Class 20 contains 159634 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837904.000000 Penalty: 73559.882812
Iteration 418Q: 23 clusters Score -9.08379e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20250 members 
Mstep: Class 7 contains 273896 members 
Mstep: Class 8 contains 40198 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58236 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14740 members 
Mstep: Class 20 contains 159636 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837880.000000 Penalty: 73559.882812
Iteration 419Q: 23 clusters Score -9.083788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20251 members 
Mstep: Class 7 contains 273893 members 
Mstep: Class 8 contains 40198 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58236 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14740 members 
Mstep: Class 20 contains 159638 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837864.000000 Penalty: 73559.882812
Iteration 420F: 23 clusters Score -9.083786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40986 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 20256 members 
Mstep: Class 7 contains 273888 members 
Mstep: Class 8 contains 40198 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58236 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14740 members 
Mstep: Class 20 contains 159638 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837880.000000 Penalty: 73559.882812
Iteration 421Q: 23 clusters Score -9.083788e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 20257 members 
Mstep: Class 7 contains 273884 members 
Mstep: Class 8 contains 40198 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58236 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14740 members 
Mstep: Class 20 contains 159640 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837824.000000 Penalty: 73559.882812
Iteration 422Q: 23 clusters Score -9.083782e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40986 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 20258 members 
Mstep: Class 7 contains 273875 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58236 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14740 members 
Mstep: Class 20 contains 159645 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837784.000000 Penalty: 73559.882812
Iteration 423Q: 23 clusters Score -9.083778e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40986 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20258 members 
Mstep: Class 7 contains 273866 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58237 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159651 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837816.000000 Penalty: 73559.882812
Iteration 424Q: 23 clusters Score -9.083782e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40986 members 
Mstep: Class 5 contains 26429 members 
Mstep: Class 6 contains 20255 members 
Mstep: Class 7 contains 273851 members 
Mstep: Class 8 contains 40200 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58237 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159671 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837800.000000 Penalty: 73559.882812
Iteration 425Q: 23 clusters Score -9.08378e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40986 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20256 members 
Mstep: Class 7 contains 273839 members 
Mstep: Class 8 contains 40199 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58237 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159681 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837816.000000 Penalty: 73559.882812
Iteration 426Q: 23 clusters Score -9.083782e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40986 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20256 members 
Mstep: Class 7 contains 273819 members 
Mstep: Class 8 contains 40196 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5454 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13222 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58239 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159703 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837792.000000 Penalty: 73559.882812
Iteration 427Q: 23 clusters Score -9.083779e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40986 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20257 members 
Mstep: Class 7 contains 273793 members 
Mstep: Class 8 contains 40194 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13222 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58242 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159725 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837784.000000 Penalty: 73559.882812
Iteration 428Q: 23 clusters Score -9.083778e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20258 members 
Mstep: Class 7 contains 273775 members 
Mstep: Class 8 contains 40193 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13222 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58248 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14740 members 
Mstep: Class 20 contains 159735 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837784.000000 Penalty: 73559.882812
Iteration 429Q: 23 clusters Score -9.083778e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40989 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20256 members 
Mstep: Class 7 contains 273754 members 
Mstep: Class 8 contains 40193 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58251 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14741 members 
Mstep: Class 20 contains 159752 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837808.000000 Penalty: 73559.882812
Iteration 430Q: 23 clusters Score -9.083781e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40990 members 
Mstep: Class 5 contains 26425 members 
Mstep: Class 6 contains 20258 members 
Mstep: Class 7 contains 273743 members 
Mstep: Class 8 contains 40193 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58255 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14741 members 
Mstep: Class 20 contains 159756 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837800.000000 Penalty: 73559.882812
Iteration 431Q: 23 clusters Score -9.08378e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40990 members 
Mstep: Class 5 contains 26425 members 
Mstep: Class 6 contains 20258 members 
Mstep: Class 7 contains 273738 members 
Mstep: Class 8 contains 40193 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13224 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58256 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14741 members 
Mstep: Class 20 contains 159760 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837808.000000 Penalty: 73559.882812
Iteration 432Q: 23 clusters Score -9.083781e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40990 members 
Mstep: Class 5 contains 26425 members 
Mstep: Class 6 contains 20260 members 
Mstep: Class 7 contains 273729 members 
Mstep: Class 8 contains 40194 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58258 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159762 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837816.000000 Penalty: 73559.882812
Iteration 433Q: 23 clusters Score -9.083782e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26425 members 
Mstep: Class 6 contains 20259 members 
Mstep: Class 7 contains 273725 members 
Mstep: Class 8 contains 40192 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58258 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 20 contains 159768 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837808.000000 Penalty: 73559.882812
Iteration 434Q: 23 clusters Score -9.083781e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26425 members 
Mstep: Class 6 contains 20258 members 
Mstep: Class 7 contains 273715 members 
Mstep: Class 8 contains 40192 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6566 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5456 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58259 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 20 contains 159772 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837832.000000 Penalty: 73559.882812
Iteration 435Q: 23 clusters Score -9.083783e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 20261 members 
Mstep: Class 7 contains 273712 members 
Mstep: Class 8 contains 40191 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6567 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5456 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58259 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 20 contains 159768 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837840.000000 Penalty: 73559.882812
Iteration 436Q: 23 clusters Score -9.083784e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 20261 members 
Mstep: Class 7 contains 273709 members 
Mstep: Class 8 contains 40192 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6568 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58262 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 20 contains 159761 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837824.000000 Penalty: 73559.882812
Iteration 437Q: 23 clusters Score -9.083782e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40989 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20261 members 
Mstep: Class 7 contains 273712 members 
Mstep: Class 8 contains 40192 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6569 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58265 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14746 members 
Mstep: Class 20 contains 159748 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837856.000000 Penalty: 73559.882812
Iteration 438Q: 23 clusters Score -9.083786e+07 nChanged 28
Entering ConstructFrom: 
Score: -90837856.000000 Penalty: 73559.882812
Entering ConstructFrom: 
Trying to split cluster 1 (36156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Entering Unmasked Estep 
Score: -4560839.500000 Penalty: 2602.908203
	Iteration 0F: 2 clusters Score -4560840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -4536283.500000 Penalty: 5205.816406
	Iteration 0F: 3 clusters Score -4536284 nChanged 16458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -4545490.500000 Penalty: 5205.816406
	Iteration 1F: 3 clusters Score -4545490 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -4546340.000000 Penalty: 5205.816406
	Iteration 2Q: 3 clusters Score -4546340 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -4547565.500000 Penalty: 5205.816406
	Iteration 3F: 3 clusters Score -4547566 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -4549341.000000 Penalty: 5205.816406
	Iteration 4F: 3 clusters Score -4549341 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -4551629.000000 Penalty: 5205.816406
	Iteration 5F: 3 clusters Score -4551629 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -4554063.000000 Penalty: 5205.816406
	Iteration 6F: 3 clusters Score -4554063 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -4556078.500000 Penalty: 5205.816406
	Iteration 7F: 3 clusters Score -4556078 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -4557561.000000 Penalty: 5205.816406
	Iteration 8Q: 3 clusters Score -4557561 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -4558643.500000 Penalty: 5205.816406
	Iteration 9Q: 3 clusters Score -4558644 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -4559308.000000 Penalty: 5205.816406
	Iteration 10Q: 3 clusters Score -4559308 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -4559791.500000 Penalty: 5205.816406
	Iteration 11Q: 3 clusters Score -4559792 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -4560123.000000 Penalty: 5205.816406
	Iteration 12Q: 3 clusters Score -4560123 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -4560292.000000 Penalty: 5205.816406
	Iteration 13Q: 3 clusters Score -4560292 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4560415.000000 Penalty: 5205.816406
	Iteration 14Q: 3 clusters Score -4560415 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -4560487.500000 Penalty: 5205.816406
	Iteration 15Q: 3 clusters Score -4560488 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4560527.000000 Penalty: 5205.816406
	Iteration 16Q: 3 clusters Score -4560527 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4560560.000000 Penalty: 5205.816406
	Iteration 17Q: 3 clusters Score -4560560 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -4560572.000000 Penalty: 5205.816406
	Iteration 18Q: 3 clusters Score -4560572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -4560579.000000 Penalty: 5205.816406
	Iteration 19Q: 3 clusters Score -4560579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4560582.500000 Penalty: 5205.816406
	Iteration 20F: 3 clusters Score -4560582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4560588.500000 Penalty: 5205.816406
	Iteration 21Q: 3 clusters Score -4560588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4560589.500000 Penalty: 5205.816406
	Iteration 22Q: 3 clusters Score -4560590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -4560591.500000 Penalty: 5205.816406
	Iteration 23Q: 3 clusters Score -4560592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4560587.000000 Penalty: 5205.816406
	Iteration 24Q: 3 clusters Score -4560587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4560592.500000 Penalty: 5205.816406
	Iteration 25Q: 3 clusters Score -4560592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -4560596.500000 Penalty: 5205.816406
	Iteration 26Q: 3 clusters Score -4560596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -4560594.000000 Penalty: 5205.816406
	Iteration 27Q: 3 clusters Score -4560594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4560602.000000 Penalty: 5205.816406
	Iteration 28Q: 3 clusters Score -4560602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4560604.000000 Penalty: 5205.816406
	Iteration 29Q: 3 clusters Score -4560604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -4560604.500000 Penalty: 5205.816406
	Iteration 30Q: 3 clusters Score -4560604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -4560604.500000 Penalty: 5205.816406
	Iteration 31F: 3 clusters Score -4560604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -328922.187500 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -328922.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -325976.156250 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -325976.2 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -326816.968750 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -326817 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -327651.875000 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -327651.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -328361.906250 Penalty: 3908.503906
	Iteration 3F: 3 clusters Score -328361.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -328950.656250 Penalty: 3908.503906
	Iteration 4F: 3 clusters Score -328950.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -329225.406250 Penalty: 3908.503906
	Iteration 5F: 3 clusters Score -329225.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -329357.750000 Penalty: 3908.503906
	Iteration 6Q: 3 clusters Score -329357.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -329426.312500 Penalty: 3908.503906
	Iteration 7Q: 3 clusters Score -329426.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -329443.250000 Penalty: 3908.503906
	Iteration 8Q: 3 clusters Score -329443.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -329449.625000 Penalty: 3908.503906
	Iteration 9Q: 3 clusters Score -329449.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -329464.875000 Penalty: 3908.503906
	Iteration 10Q: 3 clusters Score -329464.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -329470.218750 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -329470.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -329470.218750 Penalty: 3908.503906
	Iteration 12F: 3 clusters Score -329470.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 506 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40990 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20261 members 
Mstep: Class 7 contains 273717 members 
Mstep: Class 8 contains 40192 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58266 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 20 contains 159733 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 2138 members 
Entering Unmasked Estep 
Score: -90837040.000000 Penalty: 76903.515625
Splitting cluster 2 changes total score from -90837856.000000 to -90837040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -72036.046875 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -72036.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -70402.078125 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -70402.08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70679.539062 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -70679.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70753.171875 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -70753.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70795.382812 Penalty: 3264.684326
	Iteration 3Q: 3 clusters Score -70795.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70805.437500 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -70805.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70809.773438 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -70809.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70817.195312 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -70817.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -70825.132812 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -70825.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -70828.781250 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -70828.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70829.773438 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -70829.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70829.773438 Penalty: 3264.684326
	Iteration 10F: 3 clusters Score -70829.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Entering Unmasked Estep 
Score: -5345246.000000 Penalty: 2634.028564
	Iteration 0F: 2 clusters Score -5345246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -5317439.500000 Penalty: 5268.057129
	Iteration 0F: 3 clusters Score -5317440 nChanged 18818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -5327810.500000 Penalty: 5268.057129
	Iteration 1F: 3 clusters Score -5327810 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -5328354.500000 Penalty: 5268.057129
	Iteration 2Q: 3 clusters Score -5328354 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -5328898.000000 Penalty: 5268.057129
	Iteration 3Q: 3 clusters Score -5328898 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -5329547.500000 Penalty: 5268.057129
	Iteration 4Q: 3 clusters Score -5329548 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -5330254.500000 Penalty: 5268.057129
	Iteration 5Q: 3 clusters Score -5330254 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -5331335.500000 Penalty: 5268.057129
	Iteration 6F: 3 clusters Score -5331336 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -5332725.500000 Penalty: 5268.057129
	Iteration 7F: 3 clusters Score -5332726 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -5334421.000000 Penalty: 5268.057129
	Iteration 8F: 3 clusters Score -5334421 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -5336279.500000 Penalty: 5268.057129
	Iteration 9F: 3 clusters Score -5336280 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -5338082.000000 Penalty: 5268.057129
	Iteration 10F: 3 clusters Score -5338082 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -5339536.000000 Penalty: 5268.057129
	Iteration 11Q: 3 clusters Score -5339536 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -5340705.000000 Penalty: 5268.057129
	Iteration 12Q: 3 clusters Score -5340705 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -5341469.500000 Penalty: 5268.057129
	Iteration 13Q: 3 clusters Score -5341470 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -5341945.500000 Penalty: 5268.057129
	Iteration 14Q: 3 clusters Score -5341946 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5342246.500000 Penalty: 5268.057129
	Iteration 15Q: 3 clusters Score -5342246 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5342423.500000 Penalty: 5268.057129
	Iteration 16Q: 3 clusters Score -5342424 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5342527.500000 Penalty: 5268.057129
	Iteration 17Q: 3 clusters Score -5342528 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5342605.500000 Penalty: 5268.057129
	Iteration 18Q: 3 clusters Score -5342606 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -5342667.000000 Penalty: 5268.057129
	Iteration 19Q: 3 clusters Score -5342667 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5342697.500000 Penalty: 5268.057129
	Iteration 20F: 3 clusters Score -5342698 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5342737.000000 Penalty: 5268.057129
	Iteration 21Q: 3 clusters Score -5342737 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5342778.500000 Penalty: 5268.057129
	Iteration 22Q: 3 clusters Score -5342778 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5342811.000000 Penalty: 5268.057129
	Iteration 23Q: 3 clusters Score -5342811 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5342834.500000 Penalty: 5268.057129
	Iteration 24Q: 3 clusters Score -5342834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5342860.500000 Penalty: 5268.057129
	Iteration 25Q: 3 clusters Score -5342860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5342868.000000 Penalty: 5268.057129
	Iteration 26Q: 3 clusters Score -5342868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5342892.500000 Penalty: 5268.057129
	Iteration 27Q: 3 clusters Score -5342892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5342914.000000 Penalty: 5268.057129
	Iteration 28Q: 3 clusters Score -5342914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5342922.500000 Penalty: 5268.057129
	Iteration 29Q: 3 clusters Score -5342922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5342945.500000 Penalty: 5268.057129
	Iteration 30Q: 3 clusters Score -5342946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5342948.500000 Penalty: 5268.057129
	Iteration 31Q: 3 clusters Score -5342948 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5342970.000000 Penalty: 5268.057129
	Iteration 32Q: 3 clusters Score -5342970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5342979.500000 Penalty: 5268.057129
	Iteration 33Q: 3 clusters Score -5342980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5342991.000000 Penalty: 5268.057129
	Iteration 34Q: 3 clusters Score -5342991 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5343011.000000 Penalty: 5268.057129
	Iteration 35Q: 3 clusters Score -5343011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5343025.500000 Penalty: 5268.057129
	Iteration 36Q: 3 clusters Score -5343026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5343036.000000 Penalty: 5268.057129
	Iteration 37Q: 3 clusters Score -5343036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5343049.500000 Penalty: 5268.057129
	Iteration 38Q: 3 clusters Score -5343050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5343055.500000 Penalty: 5268.057129
	Iteration 39Q: 3 clusters Score -5343056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5343056.500000 Penalty: 5268.057129
	Iteration 40F: 3 clusters Score -5343056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5343079.500000 Penalty: 5268.057129
	Iteration 41Q: 3 clusters Score -5343080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5343078.500000 Penalty: 5268.057129
	Iteration 42Q: 3 clusters Score -5343078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5343088.500000 Penalty: 5268.057129
	Iteration 43Q: 3 clusters Score -5343088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5343100.500000 Penalty: 5268.057129
	Iteration 44Q: 3 clusters Score -5343100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5343108.500000 Penalty: 5268.057129
	Iteration 45Q: 3 clusters Score -5343108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5343123.000000 Penalty: 5268.057129
	Iteration 46Q: 3 clusters Score -5343123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5343126.500000 Penalty: 5268.057129
	Iteration 47Q: 3 clusters Score -5343126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5343131.500000 Penalty: 5268.057129
	Iteration 48Q: 3 clusters Score -5343132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5343142.000000 Penalty: 5268.057129
	Iteration 49Q: 3 clusters Score -5343142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5343142.500000 Penalty: 5268.057129
	Iteration 50Q: 3 clusters Score -5343142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5343142.500000 Penalty: 5268.057129
	Iteration 51Q: 3 clusters Score -5343142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5343148.000000 Penalty: 5268.057129
	Iteration 52Q: 3 clusters Score -5343148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5343145.000000 Penalty: 5268.057129
	Iteration 53Q: 3 clusters Score -5343145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5343152.500000 Penalty: 5268.057129
	Iteration 54Q: 3 clusters Score -5343152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5343151.000000 Penalty: 5268.057129
	Iteration 55Q: 3 clusters Score -5343151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5343150.500000 Penalty: 5268.057129
	Iteration 56Q: 3 clusters Score -5343150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5343149.500000 Penalty: 5268.057129
	Iteration 57Q: 3 clusters Score -5343150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5343149.500000 Penalty: 5268.057129
	Iteration 58F: 3 clusters Score -5343150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Entering Unmasked Estep 
Score: -3190667.750000 Penalty: 2525.180420
	Iteration 0F: 2 clusters Score -3190668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -3172408.500000 Penalty: 5050.360840
	Iteration 0F: 3 clusters Score -3172408 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3178757.250000 Penalty: 5050.360840
	Iteration 1F: 3 clusters Score -3178757 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -3179233.500000 Penalty: 5050.360840
	Iteration 2F: 3 clusters Score -3179234 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -3179715.500000 Penalty: 5050.360840
	Iteration 3Q: 3 clusters Score -3179716 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3180247.000000 Penalty: 5050.360840
	Iteration 4Q: 3 clusters Score -3180247 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -3180823.500000 Penalty: 5050.360840
	Iteration 5Q: 3 clusters Score -3180824 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3181415.000000 Penalty: 5050.360840
	Iteration 6Q: 3 clusters Score -3181415 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3181975.250000 Penalty: 5050.360840
	Iteration 7Q: 3 clusters Score -3181975 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3182493.250000 Penalty: 5050.360840
	Iteration 8Q: 3 clusters Score -3182493 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3182969.750000 Penalty: 5050.360840
	Iteration 9Q: 3 clusters Score -3182970 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -3183402.250000 Penalty: 5050.360840
	Iteration 10Q: 3 clusters Score -3183402 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3183821.000000 Penalty: 5050.360840
	Iteration 11Q: 3 clusters Score -3183821 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3184205.500000 Penalty: 5050.360840
	Iteration 12Q: 3 clusters Score -3184206 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3184589.250000 Penalty: 5050.360840
	Iteration 13Q: 3 clusters Score -3184589 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3184899.500000 Penalty: 5050.360840
	Iteration 14Q: 3 clusters Score -3184900 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3185139.000000 Penalty: 5050.360840
	Iteration 15Q: 3 clusters Score -3185139 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3185300.000000 Penalty: 5050.360840
	Iteration 16Q: 3 clusters Score -3185300 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3185424.250000 Penalty: 5050.360840
	Iteration 17Q: 3 clusters Score -3185424 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -3185513.000000 Penalty: 5050.360840
	Iteration 18Q: 3 clusters Score -3185513 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3185568.000000 Penalty: 5050.360840
	Iteration 19Q: 3 clusters Score -3185568 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3185610.000000 Penalty: 5050.360840
	Iteration 20F: 3 clusters Score -3185610 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -3185645.000000 Penalty: 5050.360840
	Iteration 21Q: 3 clusters Score -3185645 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3185671.500000 Penalty: 5050.360840
	Iteration 22Q: 3 clusters Score -3185672 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3185695.500000 Penalty: 5050.360840
	Iteration 23Q: 3 clusters Score -3185696 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -3185712.500000 Penalty: 5050.360840
	Iteration 24Q: 3 clusters Score -3185712 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3185732.000000 Penalty: 5050.360840
	Iteration 25Q: 3 clusters Score -3185732 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3185749.500000 Penalty: 5050.360840
	Iteration 26Q: 3 clusters Score -3185750 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -3185753.750000 Penalty: 5050.360840
	Iteration 27Q: 3 clusters Score -3185754 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3185772.000000 Penalty: 5050.360840
	Iteration 28Q: 3 clusters Score -3185772 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3185785.000000 Penalty: 5050.360840
	Iteration 29Q: 3 clusters Score -3185785 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3185791.250000 Penalty: 5050.360840
	Iteration 30Q: 3 clusters Score -3185791 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3185791.000000 Penalty: 5050.360840
	Iteration 31Q: 3 clusters Score -3185791 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -3185788.500000 Penalty: 5050.360840
	Iteration 32Q: 3 clusters Score -3185788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3185806.500000 Penalty: 5050.360840
	Iteration 33Q: 3 clusters Score -3185806 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -3185810.750000 Penalty: 5050.360840
	Iteration 34Q: 3 clusters Score -3185811 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3185811.500000 Penalty: 5050.360840
	Iteration 35Q: 3 clusters Score -3185812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3185818.250000 Penalty: 5050.360840
	Iteration 36Q: 3 clusters Score -3185818 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -3185825.750000 Penalty: 5050.360840
	Iteration 37Q: 3 clusters Score -3185826 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3185836.500000 Penalty: 5050.360840
	Iteration 38Q: 3 clusters Score -3185836 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3185839.500000 Penalty: 5050.360840
	Iteration 39Q: 3 clusters Score -3185840 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -3185851.000000 Penalty: 5050.360840
	Iteration 40F: 3 clusters Score -3185851 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -3185866.500000 Penalty: 5050.360840
	Iteration 41Q: 3 clusters Score -3185866 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -3185874.750000 Penalty: 5050.360840
	Iteration 42Q: 3 clusters Score -3185875 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3185895.500000 Penalty: 5050.360840
	Iteration 43Q: 3 clusters Score -3185896 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3185890.250000 Penalty: 5050.360840
	Iteration 44Q: 3 clusters Score -3185890 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -3185892.500000 Penalty: 5050.360840
	Iteration 45Q: 3 clusters Score -3185892 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -3185906.750000 Penalty: 5050.360840
	Iteration 46Q: 3 clusters Score -3185907 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -3185922.500000 Penalty: 5050.360840
	Iteration 47Q: 3 clusters Score -3185922 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -3185936.500000 Penalty: 5050.360840
	Iteration 48Q: 3 clusters Score -3185936 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3185957.500000 Penalty: 5050.360840
	Iteration 49Q: 3 clusters Score -3185958 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -3185957.250000 Penalty: 5050.360840
	Iteration 50Q: 3 clusters Score -3185957 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -3185967.500000 Penalty: 5050.360840
	Iteration 51Q: 3 clusters Score -3185968 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3185981.000000 Penalty: 5050.360840
	Iteration 52Q: 3 clusters Score -3185981 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -3185999.250000 Penalty: 5050.360840
	Iteration 53Q: 3 clusters Score -3185999 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -3186026.750000 Penalty: 5050.360840
	Iteration 54Q: 3 clusters Score -3186027 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -3186042.500000 Penalty: 5050.360840
	Iteration 55Q: 3 clusters Score -3186042 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3186057.750000 Penalty: 5050.360840
	Iteration 56Q: 3 clusters Score -3186058 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -3186057.000000 Penalty: 5050.360840
	Iteration 57Q: 3 clusters Score -3186057 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -3186089.500000 Penalty: 5050.360840
	Iteration 58Q: 3 clusters Score -3186090 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -3186112.750000 Penalty: 5050.360840
	Iteration 59Q: 3 clusters Score -3186113 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -3186154.750000 Penalty: 5050.360840
	Iteration 60F: 3 clusters Score -3186155 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3186188.750000 Penalty: 5050.360840
	Iteration 61Q: 3 clusters Score -3186189 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -3186224.500000 Penalty: 5050.360840
	Iteration 62Q: 3 clusters Score -3186224 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3186268.250000 Penalty: 5050.360840
	Iteration 63Q: 3 clusters Score -3186268 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3186303.500000 Penalty: 5050.360840
	Iteration 64Q: 3 clusters Score -3186304 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -3186344.250000 Penalty: 5050.360840
	Iteration 65Q: 3 clusters Score -3186344 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -3186387.000000 Penalty: 5050.360840
	Iteration 66Q: 3 clusters Score -3186387 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3186442.500000 Penalty: 5050.360840
	Iteration 67Q: 3 clusters Score -3186442 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -3186478.750000 Penalty: 5050.360840
	Iteration 68Q: 3 clusters Score -3186479 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -3186534.500000 Penalty: 5050.360840
	Iteration 69Q: 3 clusters Score -3186534 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3186603.750000 Penalty: 5050.360840
	Iteration 70Q: 3 clusters Score -3186604 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -3186691.250000 Penalty: 5050.360840
	Iteration 71Q: 3 clusters Score -3186691 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -3186779.250000 Penalty: 5050.360840
	Iteration 72Q: 3 clusters Score -3186779 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -3186879.750000 Penalty: 5050.360840
	Iteration 73Q: 3 clusters Score -3186880 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -3186977.000000 Penalty: 5050.360840
	Iteration 74Q: 3 clusters Score -3186977 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -3187078.250000 Penalty: 5050.360840
	Iteration 75Q: 3 clusters Score -3187078 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -3187206.000000 Penalty: 5050.360840
	Iteration 76Q: 3 clusters Score -3187206 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3187339.000000 Penalty: 5050.360840
	Iteration 77Q: 3 clusters Score -3187339 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -3187463.000000 Penalty: 5050.360840
	Iteration 78Q: 3 clusters Score -3187463 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -3187581.500000 Penalty: 5050.360840
	Iteration 79Q: 3 clusters Score -3187582 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -3187717.000000 Penalty: 5050.360840
	Iteration 80F: 3 clusters Score -3187717 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -3187848.250000 Penalty: 5050.360840
	Iteration 81Q: 3 clusters Score -3187848 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3187967.750000 Penalty: 5050.360840
	Iteration 82Q: 3 clusters Score -3187968 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3188090.750000 Penalty: 5050.360840
	Iteration 83Q: 3 clusters Score -3188091 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -3188199.750000 Penalty: 5050.360840
	Iteration 84Q: 3 clusters Score -3188200 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3188302.000000 Penalty: 5050.360840
	Iteration 85Q: 3 clusters Score -3188302 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3188394.750000 Penalty: 5050.360840
	Iteration 86Q: 3 clusters Score -3188395 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3188488.500000 Penalty: 5050.360840
	Iteration 87Q: 3 clusters Score -3188488 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3188570.000000 Penalty: 5050.360840
	Iteration 88Q: 3 clusters Score -3188570 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3188639.250000 Penalty: 5050.360840
	Iteration 89Q: 3 clusters Score -3188639 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -3188715.500000 Penalty: 5050.360840
	Iteration 90Q: 3 clusters Score -3188716 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3188743.250000 Penalty: 5050.360840
	Iteration 91Q: 3 clusters Score -3188743 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -3188765.000000 Penalty: 5050.360840
	Iteration 92Q: 3 clusters Score -3188765 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -3188789.250000 Penalty: 5050.360840
	Iteration 93Q: 3 clusters Score -3188789 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -3188812.750000 Penalty: 5050.360840
	Iteration 94Q: 3 clusters Score -3188813 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -3188831.250000 Penalty: 5050.360840
	Iteration 95Q: 3 clusters Score -3188831 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -3188838.750000 Penalty: 5050.360840
	Iteration 96Q: 3 clusters Score -3188839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -3188858.250000 Penalty: 5050.360840
	Iteration 97Q: 3 clusters Score -3188858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -3188875.000000 Penalty: 5050.360840
	Iteration 98Q: 3 clusters Score -3188875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -3188886.500000 Penalty: 5050.360840
	Iteration 99Q: 3 clusters Score -3188886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3188884.500000 Penalty: 5050.360840
	Iteration 100F: 3 clusters Score -3188884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3188893.750000 Penalty: 5050.360840
	Iteration 101Q: 3 clusters Score -3188894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -3188902.250000 Penalty: 5050.360840
	Iteration 102Q: 3 clusters Score -3188902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3188913.000000 Penalty: 5050.360840
	Iteration 103Q: 3 clusters Score -3188913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -3188920.250000 Penalty: 5050.360840
	Iteration 104Q: 3 clusters Score -3188920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -3188919.250000 Penalty: 5050.360840
	Iteration 105Q: 3 clusters Score -3188919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -3188924.750000 Penalty: 5050.360840
	Iteration 106Q: 3 clusters Score -3188925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -3188924.000000 Penalty: 5050.360840
	Iteration 107Q: 3 clusters Score -3188924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -3188929.750000 Penalty: 5050.360840
	Iteration 108Q: 3 clusters Score -3188930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3188944.250000 Penalty: 5050.360840
	Iteration 109Q: 3 clusters Score -3188944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3188949.750000 Penalty: 5050.360840
	Iteration 110Q: 3 clusters Score -3188950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3188946.500000 Penalty: 5050.360840
	Iteration 111Q: 3 clusters Score -3188946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -3188947.750000 Penalty: 5050.360840
	Iteration 112Q: 3 clusters Score -3188948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -3188951.750000 Penalty: 5050.360840
	Iteration 113Q: 3 clusters Score -3188952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3188951.250000 Penalty: 5050.360840
	Iteration 114Q: 3 clusters Score -3188951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3188955.000000 Penalty: 5050.360840
	Iteration 115Q: 3 clusters Score -3188955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -3188959.000000 Penalty: 5050.360840
	Iteration 116Q: 3 clusters Score -3188959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3188963.250000 Penalty: 5050.360840
	Iteration 117Q: 3 clusters Score -3188963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -3188964.250000 Penalty: 5050.360840
	Iteration 118Q: 3 clusters Score -3188964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3188969.500000 Penalty: 5050.360840
	Iteration 119Q: 3 clusters Score -3188970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3188972.750000 Penalty: 5050.360840
	Iteration 120F: 3 clusters Score -3188973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3188977.500000 Penalty: 5050.360840
	Iteration 121Q: 3 clusters Score -3188978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3188978.750000 Penalty: 5050.360840
	Iteration 122Q: 3 clusters Score -3188979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3188985.250000 Penalty: 5050.360840
	Iteration 123Q: 3 clusters Score -3188985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -3188992.250000 Penalty: 5050.360840
	Iteration 124Q: 3 clusters Score -3188992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -3188992.500000 Penalty: 5050.360840
	Iteration 125Q: 3 clusters Score -3188992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -3188999.250000 Penalty: 5050.360840
	Iteration 126Q: 3 clusters Score -3188999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -3188999.250000 Penalty: 5050.360840
	Iteration 127Q: 3 clusters Score -3188999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -3189004.000000 Penalty: 5050.360840
	Iteration 128Q: 3 clusters Score -3189004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3189006.750000 Penalty: 5050.360840
	Iteration 129Q: 3 clusters Score -3189007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3189011.250000 Penalty: 5050.360840
	Iteration 130Q: 3 clusters Score -3189011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -3189009.750000 Penalty: 5050.360840
	Iteration 131Q: 3 clusters Score -3189010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3189008.000000 Penalty: 5050.360840
	Iteration 132Q: 3 clusters Score -3189008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3189008.000000 Penalty: 5050.360840
	Iteration 133F: 3 clusters Score -3189008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Entering Unmasked Estep 
Score: -2682020.000000 Penalty: 2459.280518
	Iteration 0F: 2 clusters Score -2682020 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 9996 members 
Entering Unmasked Estep 
Score: -2667744.000000 Penalty: 4918.561035
	Iteration 0F: 3 clusters Score -2667744 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2672545.500000 Penalty: 4918.561035
	Iteration 1F: 3 clusters Score -2672546 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2672962.500000 Penalty: 4918.561035
	Iteration 2F: 3 clusters Score -2672962 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2673332.250000 Penalty: 4918.561035
	Iteration 3Q: 3 clusters Score -2673332 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2673734.250000 Penalty: 4918.561035
	Iteration 4Q: 3 clusters Score -2673734 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2674274.750000 Penalty: 4918.561035
	Iteration 5Q: 3 clusters Score -2674275 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2675029.500000 Penalty: 4918.561035
	Iteration 6F: 3 clusters Score -2675030 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2676020.000000 Penalty: 4918.561035
	Iteration 7F: 3 clusters Score -2676020 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2677158.500000 Penalty: 4918.561035
	Iteration 8F: 3 clusters Score -2677158 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2678287.000000 Penalty: 4918.561035
	Iteration 9F: 3 clusters Score -2678287 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2679051.000000 Penalty: 4918.561035
	Iteration 10Q: 3 clusters Score -2679051 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2679421.000000 Penalty: 4918.561035
	Iteration 11Q: 3 clusters Score -2679421 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2679633.250000 Penalty: 4918.561035
	Iteration 12Q: 3 clusters Score -2679633 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2679733.500000 Penalty: 4918.561035
	Iteration 13Q: 3 clusters Score -2679734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2679801.000000 Penalty: 4918.561035
	Iteration 14Q: 3 clusters Score -2679801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2679848.250000 Penalty: 4918.561035
	Iteration 15Q: 3 clusters Score -2679848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2679861.500000 Penalty: 4918.561035
	Iteration 16Q: 3 clusters Score -2679862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2679877.000000 Penalty: 4918.561035
	Iteration 17Q: 3 clusters Score -2679877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2679889.250000 Penalty: 4918.561035
	Iteration 18Q: 3 clusters Score -2679889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2679890.750000 Penalty: 4918.561035
	Iteration 19Q: 3 clusters Score -2679891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2679894.500000 Penalty: 4918.561035
	Iteration 20F: 3 clusters Score -2679894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2679898.500000 Penalty: 4918.561035
	Iteration 21Q: 3 clusters Score -2679898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2679897.500000 Penalty: 4918.561035
	Iteration 22Q: 3 clusters Score -2679898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2679900.500000 Penalty: 4918.561035
	Iteration 23Q: 3 clusters Score -2679900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2679900.500000 Penalty: 4918.561035
	Iteration 24F: 3 clusters Score -2679900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (273717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273717 members 
Entering Unmasked Estep 
Score: -35603244.000000 Penalty: 3104.922852
	Iteration 0F: 2 clusters Score -3.560324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136654 members 
Mstep: Class 2 contains 137063 members 
Entering Unmasked Estep 
Score: -35433312.000000 Penalty: 6209.845703
	Iteration 0F: 3 clusters Score -3.543331e+07 nChanged 132155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132267 members 
Mstep: Class 2 contains 141450 members 
Entering Unmasked Estep 
Score: -35510984.000000 Penalty: 6209.845703
	Iteration 1F: 3 clusters Score -3.551098e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128758 members 
Mstep: Class 2 contains 144959 members 
Entering Unmasked Estep 
Score: -35512488.000000 Penalty: 6209.845703
	Iteration 2Q: 3 clusters Score -3.551249e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123422 members 
Mstep: Class 2 contains 150295 members 
Entering Unmasked Estep 
Score: -35514392.000000 Penalty: 6209.845703
	Iteration 3Q: 3 clusters Score -3.551439e+07 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115028 members 
Mstep: Class 2 contains 158689 members 
Entering Unmasked Estep 
Score: -35518076.000000 Penalty: 6209.845703
	Iteration 4Q: 3 clusters Score -3.551808e+07 nChanged 13829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102451 members 
Mstep: Class 2 contains 171266 members 
Entering Unmasked Estep 
Score: -35523832.000000 Penalty: 6209.845703
	Iteration 5F: 3 clusters Score -3.552383e+07 nChanged 18519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84716 members 
Mstep: Class 2 contains 189001 members 
Entering Unmasked Estep 
Score: -35533924.000000 Penalty: 6209.845703
	Iteration 6F: 3 clusters Score -3.553392e+07 nChanged 22223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 210728 members 
Entering Unmasked Estep 
Score: -35549188.000000 Penalty: 6209.845703
	Iteration 7F: 3 clusters Score -3.554919e+07 nChanged 21926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 232296 members 
Entering Unmasked Estep 
Score: -35565004.000000 Penalty: 6209.845703
	Iteration 8F: 3 clusters Score -3.5565e+07 nChanged 16307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 248449 members 
Entering Unmasked Estep 
Score: -35577836.000000 Penalty: 6209.845703
	Iteration 9F: 3 clusters Score -3.557784e+07 nChanged 9773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 258076 members 
Entering Unmasked Estep 
Score: -35586192.000000 Penalty: 6209.845703
	Iteration 10Q: 3 clusters Score -3.558619e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 263374 members 
Entering Unmasked Estep 
Score: -35590984.000000 Penalty: 6209.845703
	Iteration 11Q: 3 clusters Score -3.559098e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 266343 members 
Entering Unmasked Estep 
Score: -35594152.000000 Penalty: 6209.845703
	Iteration 12Q: 3 clusters Score -3.559415e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 268112 members 
Entering Unmasked Estep 
Score: -35595968.000000 Penalty: 6209.845703
	Iteration 13Q: 3 clusters Score -3.559597e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 269287 members 
Entering Unmasked Estep 
Score: -35597156.000000 Penalty: 6209.845703
	Iteration 14Q: 3 clusters Score -3.559716e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 270091 members 
Entering Unmasked Estep 
Score: -35597744.000000 Penalty: 6209.845703
	Iteration 15Q: 3 clusters Score -3.559774e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 270676 members 
Entering Unmasked Estep 
Score: -35598336.000000 Penalty: 6209.845703
	Iteration 16Q: 3 clusters Score -3.559834e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 271084 members 
Entering Unmasked Estep 
Score: -35598676.000000 Penalty: 6209.845703
	Iteration 17Q: 3 clusters Score -3.559868e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 271362 members 
Entering Unmasked Estep 
Score: -35598944.000000 Penalty: 6209.845703
	Iteration 18Q: 3 clusters Score -3.559894e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 271596 members 
Entering Unmasked Estep 
Score: -35599168.000000 Penalty: 6209.845703
	Iteration 19Q: 3 clusters Score -3.559917e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 271777 members 
Entering Unmasked Estep 
Score: -35599348.000000 Penalty: 6209.845703
	Iteration 20F: 3 clusters Score -3.559935e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 271917 members 
Entering Unmasked Estep 
Score: -35599448.000000 Penalty: 6209.845703
	Iteration 21Q: 3 clusters Score -3.559945e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 272033 members 
Entering Unmasked Estep 
Score: -35599532.000000 Penalty: 6209.845703
	Iteration 22Q: 3 clusters Score -3.559953e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 272135 members 
Entering Unmasked Estep 
Score: -35599584.000000 Penalty: 6209.845703
	Iteration 23Q: 3 clusters Score -3.559958e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 272211 members 
Entering Unmasked Estep 
Score: -35599676.000000 Penalty: 6209.845703
	Iteration 24Q: 3 clusters Score -3.559968e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 272287 members 
Entering Unmasked Estep 
Score: -35599804.000000 Penalty: 6209.845703
	Iteration 25Q: 3 clusters Score -3.55998e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 272346 members 
Entering Unmasked Estep 
Score: -35599792.000000 Penalty: 6209.845703
	Iteration 26Q: 3 clusters Score -3.559979e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 272390 members 
Entering Unmasked Estep 
Score: -35599828.000000 Penalty: 6209.845703
	Iteration 27Q: 3 clusters Score -3.559983e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 272420 members 
Entering Unmasked Estep 
Score: -35599856.000000 Penalty: 6209.845703
	Iteration 28Q: 3 clusters Score -3.559986e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 272451 members 
Entering Unmasked Estep 
Score: -35599888.000000 Penalty: 6209.845703
	Iteration 29Q: 3 clusters Score -3.559989e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 272479 members 
Entering Unmasked Estep 
Score: -35599928.000000 Penalty: 6209.845703
	Iteration 30Q: 3 clusters Score -3.559993e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 272502 members 
Entering Unmasked Estep 
Score: -35599968.000000 Penalty: 6209.845703
	Iteration 31Q: 3 clusters Score -3.559997e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 272525 members 
Entering Unmasked Estep 
Score: -35599984.000000 Penalty: 6209.845703
	Iteration 32Q: 3 clusters Score -3.559998e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 272544 members 
Entering Unmasked Estep 
Score: -35599992.000000 Penalty: 6209.845703
	Iteration 33Q: 3 clusters Score -3.559999e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 272569 members 
Entering Unmasked Estep 
Score: -35600008.000000 Penalty: 6209.845703
	Iteration 34Q: 3 clusters Score -3.560001e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 272595 members 
Entering Unmasked Estep 
Score: -35600040.000000 Penalty: 6209.845703
	Iteration 35Q: 3 clusters Score -3.560004e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 272621 members 
Entering Unmasked Estep 
Score: -35600024.000000 Penalty: 6209.845703
	Iteration 36Q: 3 clusters Score -3.560002e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 272647 members 
Entering Unmasked Estep 
Score: -35600092.000000 Penalty: 6209.845703
	Iteration 37Q: 3 clusters Score -3.560009e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 272669 members 
Entering Unmasked Estep 
Score: -35600108.000000 Penalty: 6209.845703
	Iteration 38Q: 3 clusters Score -3.560011e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 272694 members 
Entering Unmasked Estep 
Score: -35600148.000000 Penalty: 6209.845703
	Iteration 39Q: 3 clusters Score -3.560015e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 272711 members 
Entering Unmasked Estep 
Score: -35600148.000000 Penalty: 6209.845703
	Iteration 40F: 3 clusters Score -3.560015e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 272720 members 
Entering Unmasked Estep 
Score: -35600156.000000 Penalty: 6209.845703
	Iteration 41Q: 3 clusters Score -3.560016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 272725 members 
Entering Unmasked Estep 
Score: -35600176.000000 Penalty: 6209.845703
	Iteration 42Q: 3 clusters Score -3.560018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 272728 members 
Entering Unmasked Estep 
Score: -35600180.000000 Penalty: 6209.845703
	Iteration 43Q: 3 clusters Score -3.560018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 272735 members 
Entering Unmasked Estep 
Score: -35600200.000000 Penalty: 6209.845703
	Iteration 44Q: 3 clusters Score -3.56002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 272737 members 
Entering Unmasked Estep 
Score: -35600212.000000 Penalty: 6209.845703
	Iteration 45Q: 3 clusters Score -3.560021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 272746 members 
Entering Unmasked Estep 
Score: -35600200.000000 Penalty: 6209.845703
	Iteration 46Q: 3 clusters Score -3.56002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 272749 members 
Entering Unmasked Estep 
Score: -35600208.000000 Penalty: 6209.845703
	Iteration 47Q: 3 clusters Score -3.560021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 272754 members 
Entering Unmasked Estep 
Score: -35600204.000000 Penalty: 6209.845703
	Iteration 48Q: 3 clusters Score -3.56002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 272758 members 
Entering Unmasked Estep 
Score: -35600200.000000 Penalty: 6209.845703
	Iteration 49Q: 3 clusters Score -3.56002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 272763 members 
Entering Unmasked Estep 
Score: -35600224.000000 Penalty: 6209.845703
	Iteration 50Q: 3 clusters Score -3.560022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 272766 members 
Entering Unmasked Estep 
Score: -35600220.000000 Penalty: 6209.845703
	Iteration 51Q: 3 clusters Score -3.560022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 272767 members 
Entering Unmasked Estep 
Score: -35600220.000000 Penalty: 6209.845703
	Iteration 52Q: 3 clusters Score -3.560022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 272768 members 
Entering Unmasked Estep 
Score: -35600240.000000 Penalty: 6209.845703
	Iteration 53Q: 3 clusters Score -3.560024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 272770 members 
Entering Unmasked Estep 
Score: -35600212.000000 Penalty: 6209.845703
	Iteration 54Q: 3 clusters Score -3.560021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 272772 members 
Entering Unmasked Estep 
Score: -35600212.000000 Penalty: 6209.845703
	Iteration 55Q: 3 clusters Score -3.560021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 272774 members 
Entering Unmasked Estep 
Score: -35600208.000000 Penalty: 6209.845703
	Iteration 56Q: 3 clusters Score -3.560021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 272776 members 
Entering Unmasked Estep 
Score: -35600212.000000 Penalty: 6209.845703
	Iteration 57Q: 3 clusters Score -3.560021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 272775 members 
Entering Unmasked Estep 
Score: -35600196.000000 Penalty: 6209.845703
	Iteration 58Q: 3 clusters Score -3.56002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 272777 members 
Entering Unmasked Estep 
Score: -35600224.000000 Penalty: 6209.845703
	Iteration 59Q: 3 clusters Score -3.560022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 272777 members 
Entering Unmasked Estep 
Score: -35600224.000000 Penalty: 6209.845703
	Iteration 60F: 3 clusters Score -3.560022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Entering Unmasked Estep 
Score: -5140612.000000 Penalty: 2629.153076
	Iteration 0F: 2 clusters Score -5140612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -5113425.000000 Penalty: 5258.306152
	Iteration 0F: 3 clusters Score -5113425 nChanged 18347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -5123809.500000 Penalty: 5258.306152
	Iteration 1F: 3 clusters Score -5123810 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -5124723.500000 Penalty: 5258.306152
	Iteration 2F: 3 clusters Score -5124724 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -5125996.000000 Penalty: 5258.306152
	Iteration 3F: 3 clusters Score -5125996 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -5127674.000000 Penalty: 5258.306152
	Iteration 4F: 3 clusters Score -5127674 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -5129609.500000 Penalty: 5258.306152
	Iteration 5F: 3 clusters Score -5129610 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -5131831.000000 Penalty: 5258.306152
	Iteration 6F: 3 clusters Score -5131831 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -5133897.000000 Penalty: 5258.306152
	Iteration 7F: 3 clusters Score -5133897 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -5135478.500000 Penalty: 5258.306152
	Iteration 8Q: 3 clusters Score -5135478 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -5136542.000000 Penalty: 5258.306152
	Iteration 9Q: 3 clusters Score -5136542 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -5137265.000000 Penalty: 5258.306152
	Iteration 10Q: 3 clusters Score -5137265 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -5137734.500000 Penalty: 5258.306152
	Iteration 11Q: 3 clusters Score -5137734 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -5138040.000000 Penalty: 5258.306152
	Iteration 12Q: 3 clusters Score -5138040 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -5138233.500000 Penalty: 5258.306152
	Iteration 13Q: 3 clusters Score -5138234 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -5138393.500000 Penalty: 5258.306152
	Iteration 14Q: 3 clusters Score -5138394 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -5138497.500000 Penalty: 5258.306152
	Iteration 15Q: 3 clusters Score -5138498 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -5138568.500000 Penalty: 5258.306152
	Iteration 16Q: 3 clusters Score -5138568 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -5138607.500000 Penalty: 5258.306152
	Iteration 17Q: 3 clusters Score -5138608 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -5138647.500000 Penalty: 5258.306152
	Iteration 18Q: 3 clusters Score -5138648 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -5138669.000000 Penalty: 5258.306152
	Iteration 19Q: 3 clusters Score -5138669 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -5138694.000000 Penalty: 5258.306152
	Iteration 20F: 3 clusters Score -5138694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -5138721.500000 Penalty: 5258.306152
	Iteration 21Q: 3 clusters Score -5138722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -5138738.500000 Penalty: 5258.306152
	Iteration 22Q: 3 clusters Score -5138738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -5138750.000000 Penalty: 5258.306152
	Iteration 23Q: 3 clusters Score -5138750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -5138763.500000 Penalty: 5258.306152
	Iteration 24Q: 3 clusters Score -5138764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -5138781.500000 Penalty: 5258.306152
	Iteration 25Q: 3 clusters Score -5138782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -5138780.000000 Penalty: 5258.306152
	Iteration 26Q: 3 clusters Score -5138780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -5138783.000000 Penalty: 5258.306152
	Iteration 27Q: 3 clusters Score -5138783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -5138787.000000 Penalty: 5258.306152
	Iteration 28Q: 3 clusters Score -5138787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -5138786.000000 Penalty: 5258.306152
	Iteration 29Q: 3 clusters Score -5138786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -5138789.000000 Penalty: 5258.306152
	Iteration 30Q: 3 clusters Score -5138789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -5138794.500000 Penalty: 5258.306152
	Iteration 31Q: 3 clusters Score -5138794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -5138796.000000 Penalty: 5258.306152
	Iteration 32Q: 3 clusters Score -5138796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -5138814.000000 Penalty: 5258.306152
	Iteration 33Q: 3 clusters Score -5138814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -5138824.000000 Penalty: 5258.306152
	Iteration 34Q: 3 clusters Score -5138824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -5138838.000000 Penalty: 5258.306152
	Iteration 35Q: 3 clusters Score -5138838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -5138837.000000 Penalty: 5258.306152
	Iteration 36Q: 3 clusters Score -5138837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -5138842.000000 Penalty: 5258.306152
	Iteration 37Q: 3 clusters Score -5138842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -5138847.000000 Penalty: 5258.306152
	Iteration 38Q: 3 clusters Score -5138847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -5138845.000000 Penalty: 5258.306152
	Iteration 39Q: 3 clusters Score -5138845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -5138846.500000 Penalty: 5258.306152
	Iteration 40F: 3 clusters Score -5138846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -5138852.500000 Penalty: 5258.306152
	Iteration 41Q: 3 clusters Score -5138852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -5138858.000000 Penalty: 5258.306152
	Iteration 42Q: 3 clusters Score -5138858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -5138855.000000 Penalty: 5258.306152
	Iteration 43Q: 3 clusters Score -5138855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -5138859.500000 Penalty: 5258.306152
	Iteration 44Q: 3 clusters Score -5138860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -5138864.500000 Penalty: 5258.306152
	Iteration 45Q: 3 clusters Score -5138864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -5138864.500000 Penalty: 5258.306152
	Iteration 46Q: 3 clusters Score -5138864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -5138861.000000 Penalty: 5258.306152
	Iteration 47Q: 3 clusters Score -5138861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -5138863.500000 Penalty: 5258.306152
	Iteration 48Q: 3 clusters Score -5138864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -5138870.000000 Penalty: 5258.306152
	Iteration 49Q: 3 clusters Score -5138870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -5138869.000000 Penalty: 5258.306152
	Iteration 50Q: 3 clusters Score -5138869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -5138870.000000 Penalty: 5258.306152
	Iteration 51Q: 3 clusters Score -5138870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -5138868.000000 Penalty: 5258.306152
	Iteration 52Q: 3 clusters Score -5138868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -5138870.500000 Penalty: 5258.306152
	Iteration 53Q: 3 clusters Score -5138870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -5138887.500000 Penalty: 5258.306152
	Iteration 54Q: 3 clusters Score -5138888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -5138881.500000 Penalty: 5258.306152
	Iteration 55Q: 3 clusters Score -5138882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -5138885.000000 Penalty: 5258.306152
	Iteration 56Q: 3 clusters Score -5138885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -5138887.500000 Penalty: 5258.306152
	Iteration 57Q: 3 clusters Score -5138888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -5138886.500000 Penalty: 5258.306152
	Iteration 58Q: 3 clusters Score -5138886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -5138889.000000 Penalty: 5258.306152
	Iteration 59Q: 3 clusters Score -5138889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -5138892.000000 Penalty: 5258.306152
	Iteration 60F: 3 clusters Score -5138892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -5138895.500000 Penalty: 5258.306152
	Iteration 61Q: 3 clusters Score -5138896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -5138892.500000 Penalty: 5258.306152
	Iteration 62Q: 3 clusters Score -5138892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -5138897.500000 Penalty: 5258.306152
	Iteration 63Q: 3 clusters Score -5138898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -5138899.000000 Penalty: 5258.306152
	Iteration 64Q: 3 clusters Score -5138899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -5138897.000000 Penalty: 5258.306152
	Iteration 65Q: 3 clusters Score -5138897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -5138903.000000 Penalty: 5258.306152
	Iteration 66Q: 3 clusters Score -5138903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -5138903.000000 Penalty: 5258.306152
	Iteration 67Q: 3 clusters Score -5138903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -5138912.000000 Penalty: 5258.306152
	Iteration 68Q: 3 clusters Score -5138912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -5138908.500000 Penalty: 5258.306152
	Iteration 69Q: 3 clusters Score -5138908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -5138908.000000 Penalty: 5258.306152
	Iteration 70Q: 3 clusters Score -5138908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -5138906.500000 Penalty: 5258.306152
	Iteration 71Q: 3 clusters Score -5138906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -5138905.000000 Penalty: 5258.306152
	Iteration 72Q: 3 clusters Score -5138905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -5138904.500000 Penalty: 5258.306152
	Iteration 73Q: 3 clusters Score -5138904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -5138904.500000 Penalty: 5258.306152
	Iteration 74F: 3 clusters Score -5138904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -156616.656250 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -156616.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -154462.921875 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -154462.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -154853.000000 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -154853 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -155023.343750 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -155023.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -155170.140625 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -155170.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -155339.875000 Penalty: 3576.565918
	Iteration 4F: 3 clusters Score -155339.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -155496.484375 Penalty: 3576.565918
	Iteration 5F: 3 clusters Score -155496.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -155647.375000 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -155647.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -155762.000000 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -155762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -155878.937500 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -155878.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -155961.125000 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -155961.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -156038.312500 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -156038.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -156109.406250 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -156109.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -156140.640625 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -156140.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -156158.093750 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -156158.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -156169.328125 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -156169.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -156173.515625 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -156173.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -156177.640625 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -156177.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -156177.640625 Penalty: 3576.565918
	Iteration 17F: 3 clusters Score -156177.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Entering Unmasked Estep 
Score: -758988.812500 Penalty: 2180.024414
	Iteration 0F: 2 clusters Score -758988.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -753477.500000 Penalty: 4360.048828
	Iteration 0F: 3 clusters Score -753477.5 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -755038.500000 Penalty: 4360.048828
	Iteration 1F: 3 clusters Score -755038.5 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -755446.375000 Penalty: 4360.048828
	Iteration 2F: 3 clusters Score -755446.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -755730.312500 Penalty: 4360.048828
	Iteration 3F: 3 clusters Score -755730.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -755934.000000 Penalty: 4360.048828
	Iteration 4F: 3 clusters Score -755934 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -756093.937500 Penalty: 4360.048828
	Iteration 5Q: 3 clusters Score -756093.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -756217.187500 Penalty: 4360.048828
	Iteration 6Q: 3 clusters Score -756217.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -756331.125000 Penalty: 4360.048828
	Iteration 7Q: 3 clusters Score -756331.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -756414.312500 Penalty: 4360.048828
	Iteration 8Q: 3 clusters Score -756414.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -756497.812500 Penalty: 4360.048828
	Iteration 9Q: 3 clusters Score -756497.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -756586.437500 Penalty: 4360.048828
	Iteration 10Q: 3 clusters Score -756586.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -756647.562500 Penalty: 4360.048828
	Iteration 11Q: 3 clusters Score -756647.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -756704.375000 Penalty: 4360.048828
	Iteration 12Q: 3 clusters Score -756704.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -756757.250000 Penalty: 4360.048828
	Iteration 13Q: 3 clusters Score -756757.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -756810.250000 Penalty: 4360.048828
	Iteration 14Q: 3 clusters Score -756810.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -756852.187500 Penalty: 4360.048828
	Iteration 15Q: 3 clusters Score -756852.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -756891.687500 Penalty: 4360.048828
	Iteration 16Q: 3 clusters Score -756891.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -756929.500000 Penalty: 4360.048828
	Iteration 17Q: 3 clusters Score -756929.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -756963.187500 Penalty: 4360.048828
	Iteration 18Q: 3 clusters Score -756963.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -756993.187500 Penalty: 4360.048828
	Iteration 19Q: 3 clusters Score -756993.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -757015.812500 Penalty: 4360.048828
	Iteration 20F: 3 clusters Score -757015.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -757035.500000 Penalty: 4360.048828
	Iteration 21Q: 3 clusters Score -757035.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -757052.187500 Penalty: 4360.048828
	Iteration 22Q: 3 clusters Score -757052.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -757067.312500 Penalty: 4360.048828
	Iteration 23Q: 3 clusters Score -757067.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -757086.750000 Penalty: 4360.048828
	Iteration 24Q: 3 clusters Score -757086.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -757105.750000 Penalty: 4360.048828
	Iteration 25Q: 3 clusters Score -757105.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -757123.625000 Penalty: 4360.048828
	Iteration 26Q: 3 clusters Score -757123.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -757144.937500 Penalty: 4360.048828
	Iteration 27Q: 3 clusters Score -757144.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -757166.937500 Penalty: 4360.048828
	Iteration 28Q: 3 clusters Score -757166.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -757184.375000 Penalty: 4360.048828
	Iteration 29Q: 3 clusters Score -757184.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -757196.562500 Penalty: 4360.048828
	Iteration 30Q: 3 clusters Score -757196.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -757209.062500 Penalty: 4360.048828
	Iteration 31Q: 3 clusters Score -757209.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -757219.062500 Penalty: 4360.048828
	Iteration 32Q: 3 clusters Score -757219.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -757224.500000 Penalty: 4360.048828
	Iteration 33Q: 3 clusters Score -757224.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -757229.312500 Penalty: 4360.048828
	Iteration 34Q: 3 clusters Score -757229.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -757231.250000 Penalty: 4360.048828
	Iteration 35Q: 3 clusters Score -757231.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -757234.000000 Penalty: 4360.048828
	Iteration 36Q: 3 clusters Score -757234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -757235.875000 Penalty: 4360.048828
	Iteration 37Q: 3 clusters Score -757235.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -757235.437500 Penalty: 4360.048828
	Iteration 38Q: 3 clusters Score -757235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -757237.062500 Penalty: 4360.048828
	Iteration 39Q: 3 clusters Score -757237.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -757237.062500 Penalty: 4360.048828
	Iteration 40F: 3 clusters Score -757237.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Entering Unmasked Estep 
Score: -737122.687500 Penalty: 2152.258301
	Iteration 0F: 2 clusters Score -737122.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -732041.437500 Penalty: 4304.516602
	Iteration 0F: 3 clusters Score -732041.4 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -733371.750000 Penalty: 4304.516602
	Iteration 1F: 3 clusters Score -733371.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -733714.687500 Penalty: 4304.516602
	Iteration 2F: 3 clusters Score -733714.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -734043.625000 Penalty: 4304.516602
	Iteration 3F: 3 clusters Score -734043.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -734338.687500 Penalty: 4304.516602
	Iteration 4F: 3 clusters Score -734338.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -734597.625000 Penalty: 4304.516602
	Iteration 5F: 3 clusters Score -734597.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -734829.750000 Penalty: 4304.516602
	Iteration 6F: 3 clusters Score -734829.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -735031.812500 Penalty: 4304.516602
	Iteration 7Q: 3 clusters Score -735031.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -735211.250000 Penalty: 4304.516602
	Iteration 8Q: 3 clusters Score -735211.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -735362.437500 Penalty: 4304.516602
	Iteration 9Q: 3 clusters Score -735362.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -735468.187500 Penalty: 4304.516602
	Iteration 10Q: 3 clusters Score -735468.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -735541.437500 Penalty: 4304.516602
	Iteration 11Q: 3 clusters Score -735541.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -735591.312500 Penalty: 4304.516602
	Iteration 12Q: 3 clusters Score -735591.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -735638.062500 Penalty: 4304.516602
	Iteration 13Q: 3 clusters Score -735638.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -735672.375000 Penalty: 4304.516602
	Iteration 14Q: 3 clusters Score -735672.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -735698.750000 Penalty: 4304.516602
	Iteration 15Q: 3 clusters Score -735698.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -735728.812500 Penalty: 4304.516602
	Iteration 16Q: 3 clusters Score -735728.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -735755.562500 Penalty: 4304.516602
	Iteration 17Q: 3 clusters Score -735755.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -735775.187500 Penalty: 4304.516602
	Iteration 18Q: 3 clusters Score -735775.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -735785.250000 Penalty: 4304.516602
	Iteration 19Q: 3 clusters Score -735785.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -735796.000000 Penalty: 4304.516602
	Iteration 20F: 3 clusters Score -735796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -735802.312500 Penalty: 4304.516602
	Iteration 21Q: 3 clusters Score -735802.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -735807.437500 Penalty: 4304.516602
	Iteration 22Q: 3 clusters Score -735807.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -735813.062500 Penalty: 4304.516602
	Iteration 23Q: 3 clusters Score -735813.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -735818.375000 Penalty: 4304.516602
	Iteration 24Q: 3 clusters Score -735818.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -735822.000000 Penalty: 4304.516602
	Iteration 25Q: 3 clusters Score -735822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -735822.500000 Penalty: 4304.516602
	Iteration 26Q: 3 clusters Score -735822.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -735824.125000 Penalty: 4304.516602
	Iteration 27Q: 3 clusters Score -735824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -735824.562500 Penalty: 4304.516602
	Iteration 28Q: 3 clusters Score -735824.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -735825.000000 Penalty: 4304.516602
	Iteration 29Q: 3 clusters Score -735825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -735825.875000 Penalty: 4304.516602
	Iteration 30Q: 3 clusters Score -735825.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -735826.750000 Penalty: 4304.516602
	Iteration 31Q: 3 clusters Score -735826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -735828.000000 Penalty: 4304.516602
	Iteration 32Q: 3 clusters Score -735828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -735827.875000 Penalty: 4304.516602
	Iteration 33Q: 3 clusters Score -735827.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -735832.125000 Penalty: 4304.516602
	Iteration 34Q: 3 clusters Score -735832.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -735833.375000 Penalty: 4304.516602
	Iteration 35Q: 3 clusters Score -735833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -735833.250000 Penalty: 4304.516602
	Iteration 36Q: 3 clusters Score -735833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -735832.437500 Penalty: 4304.516602
	Iteration 37Q: 3 clusters Score -735832.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -735832.875000 Penalty: 4304.516602
	Iteration 38Q: 3 clusters Score -735832.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -735835.750000 Penalty: 4304.516602
	Iteration 39Q: 3 clusters Score -735835.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -735839.125000 Penalty: 4304.516602
	Iteration 40F: 3 clusters Score -735839.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -735843.187500 Penalty: 4304.516602
	Iteration 41Q: 3 clusters Score -735843.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -735848.875000 Penalty: 4304.516602
	Iteration 42Q: 3 clusters Score -735848.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -735853.812500 Penalty: 4304.516602
	Iteration 43Q: 3 clusters Score -735853.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -735859.062500 Penalty: 4304.516602
	Iteration 44Q: 3 clusters Score -735859.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -735862.312500 Penalty: 4304.516602
	Iteration 45Q: 3 clusters Score -735862.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -735863.375000 Penalty: 4304.516602
	Iteration 46Q: 3 clusters Score -735863.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -735865.500000 Penalty: 4304.516602
	Iteration 47Q: 3 clusters Score -735865.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -735868.562500 Penalty: 4304.516602
	Iteration 48Q: 3 clusters Score -735868.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -735872.625000 Penalty: 4304.516602
	Iteration 49Q: 3 clusters Score -735872.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -735875.312500 Penalty: 4304.516602
	Iteration 50Q: 3 clusters Score -735875.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -735877.125000 Penalty: 4304.516602
	Iteration 51Q: 3 clusters Score -735877.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -735877.125000 Penalty: 4304.516602
	Iteration 52F: 3 clusters Score -735877.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Entering Unmasked Estep 
Score: -715716.187500 Penalty: 2133.954346
	Iteration 0F: 2 clusters Score -715716.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -710954.312500 Penalty: 4267.908691
	Iteration 0F: 3 clusters Score -710954.3 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -712117.937500 Penalty: 4267.908691
	Iteration 1F: 3 clusters Score -712117.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -712282.125000 Penalty: 4267.908691
	Iteration 2F: 3 clusters Score -712282.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -712380.875000 Penalty: 4267.908691
	Iteration 3Q: 3 clusters Score -712380.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -712460.187500 Penalty: 4267.908691
	Iteration 4Q: 3 clusters Score -712460.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -712542.187500 Penalty: 4267.908691
	Iteration 5Q: 3 clusters Score -712542.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -712606.750000 Penalty: 4267.908691
	Iteration 6Q: 3 clusters Score -712606.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -712663.500000 Penalty: 4267.908691
	Iteration 7Q: 3 clusters Score -712663.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -712719.812500 Penalty: 4267.908691
	Iteration 8Q: 3 clusters Score -712719.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -712770.125000 Penalty: 4267.908691
	Iteration 9Q: 3 clusters Score -712770.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -712819.062500 Penalty: 4267.908691
	Iteration 10Q: 3 clusters Score -712819.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -712869.250000 Penalty: 4267.908691
	Iteration 11Q: 3 clusters Score -712869.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -712921.875000 Penalty: 4267.908691
	Iteration 12Q: 3 clusters Score -712921.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -712974.250000 Penalty: 4267.908691
	Iteration 13Q: 3 clusters Score -712974.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -713015.562500 Penalty: 4267.908691
	Iteration 14Q: 3 clusters Score -713015.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -713058.750000 Penalty: 4267.908691
	Iteration 15Q: 3 clusters Score -713058.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -713110.062500 Penalty: 4267.908691
	Iteration 16Q: 3 clusters Score -713110.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -713166.000000 Penalty: 4267.908691
	Iteration 17Q: 3 clusters Score -713166 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -713225.000000 Penalty: 4267.908691
	Iteration 18Q: 3 clusters Score -713225 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -713278.312500 Penalty: 4267.908691
	Iteration 19Q: 3 clusters Score -713278.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -713329.687500 Penalty: 4267.908691
	Iteration 20F: 3 clusters Score -713329.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -713369.312500 Penalty: 4267.908691
	Iteration 21Q: 3 clusters Score -713369.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -713406.875000 Penalty: 4267.908691
	Iteration 22Q: 3 clusters Score -713406.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -713443.187500 Penalty: 4267.908691
	Iteration 23Q: 3 clusters Score -713443.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -713482.937500 Penalty: 4267.908691
	Iteration 24Q: 3 clusters Score -713482.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -713526.375000 Penalty: 4267.908691
	Iteration 25Q: 3 clusters Score -713526.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -713566.000000 Penalty: 4267.908691
	Iteration 26Q: 3 clusters Score -713566 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -713600.437500 Penalty: 4267.908691
	Iteration 27Q: 3 clusters Score -713600.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -713637.687500 Penalty: 4267.908691
	Iteration 28Q: 3 clusters Score -713637.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -713669.875000 Penalty: 4267.908691
	Iteration 29Q: 3 clusters Score -713669.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -713691.125000 Penalty: 4267.908691
	Iteration 30Q: 3 clusters Score -713691.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -713712.875000 Penalty: 4267.908691
	Iteration 31Q: 3 clusters Score -713712.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -713735.062500 Penalty: 4267.908691
	Iteration 32Q: 3 clusters Score -713735.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -713756.812500 Penalty: 4267.908691
	Iteration 33Q: 3 clusters Score -713756.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -713776.937500 Penalty: 4267.908691
	Iteration 34Q: 3 clusters Score -713776.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -713789.812500 Penalty: 4267.908691
	Iteration 35Q: 3 clusters Score -713789.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -713800.750000 Penalty: 4267.908691
	Iteration 36Q: 3 clusters Score -713800.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -713808.062500 Penalty: 4267.908691
	Iteration 37Q: 3 clusters Score -713808.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -713814.500000 Penalty: 4267.908691
	Iteration 38Q: 3 clusters Score -713814.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -713818.375000 Penalty: 4267.908691
	Iteration 39Q: 3 clusters Score -713818.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -713825.062500 Penalty: 4267.908691
	Iteration 40F: 3 clusters Score -713825.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -713834.625000 Penalty: 4267.908691
	Iteration 41Q: 3 clusters Score -713834.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -713842.062500 Penalty: 4267.908691
	Iteration 42Q: 3 clusters Score -713842.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -713847.625000 Penalty: 4267.908691
	Iteration 43Q: 3 clusters Score -713847.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -713853.750000 Penalty: 4267.908691
	Iteration 44Q: 3 clusters Score -713853.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -713858.125000 Penalty: 4267.908691
	Iteration 45Q: 3 clusters Score -713858.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -713862.062500 Penalty: 4267.908691
	Iteration 46Q: 3 clusters Score -713862.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -713865.187500 Penalty: 4267.908691
	Iteration 47Q: 3 clusters Score -713865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -713867.000000 Penalty: 4267.908691
	Iteration 48Q: 3 clusters Score -713867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -713867.312500 Penalty: 4267.908691
	Iteration 49Q: 3 clusters Score -713867.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -713867.750000 Penalty: 4267.908691
	Iteration 50Q: 3 clusters Score -713867.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -713869.437500 Penalty: 4267.908691
	Iteration 51Q: 3 clusters Score -713869.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -713870.500000 Penalty: 4267.908691
	Iteration 52Q: 3 clusters Score -713870.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -713870.750000 Penalty: 4267.908691
	Iteration 53Q: 3 clusters Score -713870.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -713870.812500 Penalty: 4267.908691
	Iteration 54Q: 3 clusters Score -713870.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -713871.937500 Penalty: 4267.908691
	Iteration 55Q: 3 clusters Score -713871.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -713872.125000 Penalty: 4267.908691
	Iteration 56Q: 3 clusters Score -713872.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -713872.125000 Penalty: 4267.908691
	Iteration 57F: 3 clusters Score -713872.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -101028.789062 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -101028.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -99236.898438 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -99236.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -99842.304688 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -99842.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -100185.265625 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -100185.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -100362.171875 Penalty: 3390.784668
	Iteration 3F: 3 clusters Score -100362.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100582.984375 Penalty: 3390.784668
	Iteration 4F: 3 clusters Score -100583 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -100742.632812 Penalty: 3390.784668
	Iteration 5F: 3 clusters Score -100742.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -100833.648438 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -100833.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100900.718750 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -100900.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100966.367188 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -100966.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -101030.960938 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -101031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -101085.500000 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -101085.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -101110.921875 Penalty: 3390.784668
	Iteration 11Q: 3 clusters Score -101110.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -101133.695312 Penalty: 3390.784668
	Iteration 12Q: 3 clusters Score -101133.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -101163.453125 Penalty: 3390.784668
	Iteration 13Q: 3 clusters Score -101163.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -101208.140625 Penalty: 3390.784668
	Iteration 14Q: 3 clusters Score -101208.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101304.140625 Penalty: 3390.784668
	Iteration 15Q: 3 clusters Score -101304.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -101346.750000 Penalty: 3390.784668
	Iteration 16Q: 3 clusters Score -101346.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -101350.867188 Penalty: 3390.784668
	Iteration 17Q: 3 clusters Score -101350.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -101350.867188 Penalty: 3390.784668
	Iteration 18F: 3 clusters Score -101350.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40990 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20261 members 
Mstep: Class 7 contains 273717 members 
Mstep: Class 8 contains 40192 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 473 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58266 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 20 contains 159733 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 458 members 
Entering Unmasked Estep 
Score: -90836480.000000 Penalty: 76903.515625
Splitting cluster 13 changes total score from -90837856.000000 to -90836480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -290887.687500 Penalty: 1919.576904
	Iteration 0F: 2 clusters Score -290887.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -288070.500000 Penalty: 3839.153809
	Iteration 0F: 3 clusters Score -288070.5 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -288560.843750 Penalty: 3839.153809
	Iteration 1F: 3 clusters Score -288560.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -288711.906250 Penalty: 3839.153809
	Iteration 2F: 3 clusters Score -288711.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -288797.687500 Penalty: 3839.153809
	Iteration 3Q: 3 clusters Score -288797.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -288851.031250 Penalty: 3839.153809
	Iteration 4Q: 3 clusters Score -288851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -288889.156250 Penalty: 3839.153809
	Iteration 5Q: 3 clusters Score -288889.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -288918.062500 Penalty: 3839.153809
	Iteration 6Q: 3 clusters Score -288918.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -288945.625000 Penalty: 3839.153809
	Iteration 7Q: 3 clusters Score -288945.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -288965.250000 Penalty: 3839.153809
	Iteration 8Q: 3 clusters Score -288965.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -288983.218750 Penalty: 3839.153809
	Iteration 9Q: 3 clusters Score -288983.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -289000.156250 Penalty: 3839.153809
	Iteration 10Q: 3 clusters Score -289000.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -289012.531250 Penalty: 3839.153809
	Iteration 11Q: 3 clusters Score -289012.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -289020.687500 Penalty: 3839.153809
	Iteration 12Q: 3 clusters Score -289020.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -289023.625000 Penalty: 3839.153809
	Iteration 13Q: 3 clusters Score -289023.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -289024.437500 Penalty: 3839.153809
	Iteration 14Q: 3 clusters Score -289024.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -289029.843750 Penalty: 3839.153809
	Iteration 15Q: 3 clusters Score -289029.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -289034.000000 Penalty: 3839.153809
	Iteration 16Q: 3 clusters Score -289034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -289037.125000 Penalty: 3839.153809
	Iteration 17Q: 3 clusters Score -289037.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -289041.156250 Penalty: 3839.153809
	Iteration 18Q: 3 clusters Score -289041.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -289044.343750 Penalty: 3839.153809
	Iteration 19Q: 3 clusters Score -289044.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -289050.031250 Penalty: 3839.153809
	Iteration 20F: 3 clusters Score -289050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -289053.000000 Penalty: 3839.153809
	Iteration 21Q: 3 clusters Score -289053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -289055.281250 Penalty: 3839.153809
	Iteration 22Q: 3 clusters Score -289055.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -289056.656250 Penalty: 3839.153809
	Iteration 23Q: 3 clusters Score -289056.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -289056.656250 Penalty: 3839.153809
	Iteration 24F: 3 clusters Score -289056.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Entering Unmasked Estep 
Score: -1664666.625000 Penalty: 2353.448730
	Iteration 0F: 2 clusters Score -1664667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1654858.750000 Penalty: 4706.897461
	Iteration 0F: 3 clusters Score -1654859 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1657776.125000 Penalty: 4706.897461
	Iteration 1F: 3 clusters Score -1657776 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1658121.125000 Penalty: 4706.897461
	Iteration 2F: 3 clusters Score -1658121 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1658381.250000 Penalty: 4706.897461
	Iteration 3F: 3 clusters Score -1658381 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1658577.250000 Penalty: 4706.897461
	Iteration 4Q: 3 clusters Score -1658577 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1658725.125000 Penalty: 4706.897461
	Iteration 5Q: 3 clusters Score -1658725 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1658856.500000 Penalty: 4706.897461
	Iteration 6Q: 3 clusters Score -1658856 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1658996.125000 Penalty: 4706.897461
	Iteration 7Q: 3 clusters Score -1658996 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1659151.125000 Penalty: 4706.897461
	Iteration 8Q: 3 clusters Score -1659151 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1659285.000000 Penalty: 4706.897461
	Iteration 9Q: 3 clusters Score -1659285 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1659407.875000 Penalty: 4706.897461
	Iteration 10Q: 3 clusters Score -1659408 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1659552.875000 Penalty: 4706.897461
	Iteration 11Q: 3 clusters Score -1659553 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1659693.625000 Penalty: 4706.897461
	Iteration 12Q: 3 clusters Score -1659694 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1659864.125000 Penalty: 4706.897461
	Iteration 13Q: 3 clusters Score -1659864 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1660063.375000 Penalty: 4706.897461
	Iteration 14Q: 3 clusters Score -1660063 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1660291.250000 Penalty: 4706.897461
	Iteration 15Q: 3 clusters Score -1660291 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1660547.250000 Penalty: 4706.897461
	Iteration 16Q: 3 clusters Score -1660547 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1660815.125000 Penalty: 4706.897461
	Iteration 17Q: 3 clusters Score -1660815 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1661077.875000 Penalty: 4706.897461
	Iteration 18Q: 3 clusters Score -1661078 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1661292.875000 Penalty: 4706.897461
	Iteration 19Q: 3 clusters Score -1661293 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1661454.875000 Penalty: 4706.897461
	Iteration 20F: 3 clusters Score -1661455 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1661592.375000 Penalty: 4706.897461
	Iteration 21Q: 3 clusters Score -1661592 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1661712.375000 Penalty: 4706.897461
	Iteration 22Q: 3 clusters Score -1661712 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1661804.000000 Penalty: 4706.897461
	Iteration 23Q: 3 clusters Score -1661804 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1661859.875000 Penalty: 4706.897461
	Iteration 24Q: 3 clusters Score -1661860 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1661908.000000 Penalty: 4706.897461
	Iteration 25Q: 3 clusters Score -1661908 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1661961.250000 Penalty: 4706.897461
	Iteration 26Q: 3 clusters Score -1661961 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1661999.750000 Penalty: 4706.897461
	Iteration 27Q: 3 clusters Score -1662000 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1662041.500000 Penalty: 4706.897461
	Iteration 28Q: 3 clusters Score -1662042 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1662081.500000 Penalty: 4706.897461
	Iteration 29Q: 3 clusters Score -1662082 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1662123.125000 Penalty: 4706.897461
	Iteration 30Q: 3 clusters Score -1662123 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1662162.375000 Penalty: 4706.897461
	Iteration 31Q: 3 clusters Score -1662162 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1662202.000000 Penalty: 4706.897461
	Iteration 32Q: 3 clusters Score -1662202 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1662232.875000 Penalty: 4706.897461
	Iteration 33Q: 3 clusters Score -1662233 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1662265.250000 Penalty: 4706.897461
	Iteration 34Q: 3 clusters Score -1662265 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1662295.750000 Penalty: 4706.897461
	Iteration 35Q: 3 clusters Score -1662296 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1662331.125000 Penalty: 4706.897461
	Iteration 36Q: 3 clusters Score -1662331 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1662364.000000 Penalty: 4706.897461
	Iteration 37Q: 3 clusters Score -1662364 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1662387.125000 Penalty: 4706.897461
	Iteration 38Q: 3 clusters Score -1662387 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1662417.250000 Penalty: 4706.897461
	Iteration 39Q: 3 clusters Score -1662417 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1662442.000000 Penalty: 4706.897461
	Iteration 40F: 3 clusters Score -1662442 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1662466.000000 Penalty: 4706.897461
	Iteration 41Q: 3 clusters Score -1662466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1662484.625000 Penalty: 4706.897461
	Iteration 42Q: 3 clusters Score -1662485 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1662510.000000 Penalty: 4706.897461
	Iteration 43Q: 3 clusters Score -1662510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1662532.375000 Penalty: 4706.897461
	Iteration 44Q: 3 clusters Score -1662532 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1662562.625000 Penalty: 4706.897461
	Iteration 45Q: 3 clusters Score -1662563 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1662585.750000 Penalty: 4706.897461
	Iteration 46Q: 3 clusters Score -1662586 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1662619.500000 Penalty: 4706.897461
	Iteration 47Q: 3 clusters Score -1662620 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1662640.500000 Penalty: 4706.897461
	Iteration 48Q: 3 clusters Score -1662640 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1662663.625000 Penalty: 4706.897461
	Iteration 49Q: 3 clusters Score -1662664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1662679.000000 Penalty: 4706.897461
	Iteration 50Q: 3 clusters Score -1662679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1662694.000000 Penalty: 4706.897461
	Iteration 51Q: 3 clusters Score -1662694 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1662711.250000 Penalty: 4706.897461
	Iteration 52Q: 3 clusters Score -1662711 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1662726.000000 Penalty: 4706.897461
	Iteration 53Q: 3 clusters Score -1662726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1662743.000000 Penalty: 4706.897461
	Iteration 54Q: 3 clusters Score -1662743 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1662750.625000 Penalty: 4706.897461
	Iteration 55Q: 3 clusters Score -1662751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1662760.375000 Penalty: 4706.897461
	Iteration 56Q: 3 clusters Score -1662760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1662771.125000 Penalty: 4706.897461
	Iteration 57Q: 3 clusters Score -1662771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1662780.750000 Penalty: 4706.897461
	Iteration 58Q: 3 clusters Score -1662781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1662782.250000 Penalty: 4706.897461
	Iteration 59Q: 3 clusters Score -1662782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1662793.000000 Penalty: 4706.897461
	Iteration 60F: 3 clusters Score -1662793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1662806.750000 Penalty: 4706.897461
	Iteration 61Q: 3 clusters Score -1662807 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1662818.875000 Penalty: 4706.897461
	Iteration 62Q: 3 clusters Score -1662819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1662822.500000 Penalty: 4706.897461
	Iteration 63Q: 3 clusters Score -1662822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1662828.875000 Penalty: 4706.897461
	Iteration 64Q: 3 clusters Score -1662829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1662839.375000 Penalty: 4706.897461
	Iteration 65Q: 3 clusters Score -1662839 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1662844.625000 Penalty: 4706.897461
	Iteration 66Q: 3 clusters Score -1662845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1662850.375000 Penalty: 4706.897461
	Iteration 67Q: 3 clusters Score -1662850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1662855.125000 Penalty: 4706.897461
	Iteration 68Q: 3 clusters Score -1662855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1662858.000000 Penalty: 4706.897461
	Iteration 69Q: 3 clusters Score -1662858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1662860.500000 Penalty: 4706.897461
	Iteration 70Q: 3 clusters Score -1662860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1662861.500000 Penalty: 4706.897461
	Iteration 71Q: 3 clusters Score -1662862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1662869.125000 Penalty: 4706.897461
	Iteration 72Q: 3 clusters Score -1662869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1662870.625000 Penalty: 4706.897461
	Iteration 73Q: 3 clusters Score -1662871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1662870.875000 Penalty: 4706.897461
	Iteration 74Q: 3 clusters Score -1662871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1662875.375000 Penalty: 4706.897461
	Iteration 75Q: 3 clusters Score -1662875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1662883.125000 Penalty: 4706.897461
	Iteration 76Q: 3 clusters Score -1662883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1662881.625000 Penalty: 4706.897461
	Iteration 77Q: 3 clusters Score -1662882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1662886.375000 Penalty: 4706.897461
	Iteration 78Q: 3 clusters Score -1662886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1662886.375000 Penalty: 4706.897461
	Iteration 79Q: 3 clusters Score -1662886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1662889.375000 Penalty: 4706.897461
	Iteration 80F: 3 clusters Score -1662889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1662889.500000 Penalty: 4706.897461
	Iteration 81Q: 3 clusters Score -1662890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1662892.750000 Penalty: 4706.897461
	Iteration 82Q: 3 clusters Score -1662893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1662897.125000 Penalty: 4706.897461
	Iteration 83Q: 3 clusters Score -1662897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1662902.125000 Penalty: 4706.897461
	Iteration 84Q: 3 clusters Score -1662902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1662907.500000 Penalty: 4706.897461
	Iteration 85Q: 3 clusters Score -1662908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1662911.375000 Penalty: 4706.897461
	Iteration 86Q: 3 clusters Score -1662911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1662914.625000 Penalty: 4706.897461
	Iteration 87Q: 3 clusters Score -1662915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1662915.500000 Penalty: 4706.897461
	Iteration 88Q: 3 clusters Score -1662916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1662920.000000 Penalty: 4706.897461
	Iteration 89Q: 3 clusters Score -1662920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1662924.250000 Penalty: 4706.897461
	Iteration 90Q: 3 clusters Score -1662924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1662930.125000 Penalty: 4706.897461
	Iteration 91Q: 3 clusters Score -1662930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1662934.125000 Penalty: 4706.897461
	Iteration 92Q: 3 clusters Score -1662934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1662933.750000 Penalty: 4706.897461
	Iteration 93Q: 3 clusters Score -1662934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1662938.875000 Penalty: 4706.897461
	Iteration 94Q: 3 clusters Score -1662939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1662936.875000 Penalty: 4706.897461
	Iteration 95Q: 3 clusters Score -1662937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1662939.375000 Penalty: 4706.897461
	Iteration 96Q: 3 clusters Score -1662939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1662940.125000 Penalty: 4706.897461
	Iteration 97Q: 3 clusters Score -1662940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1662941.625000 Penalty: 4706.897461
	Iteration 98Q: 3 clusters Score -1662942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1662943.375000 Penalty: 4706.897461
	Iteration 99Q: 3 clusters Score -1662943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1662945.750000 Penalty: 4706.897461
	Iteration 100F: 3 clusters Score -1662946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1662949.875000 Penalty: 4706.897461
	Iteration 101Q: 3 clusters Score -1662950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1662949.500000 Penalty: 4706.897461
	Iteration 102Q: 3 clusters Score -1662950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1662953.750000 Penalty: 4706.897461
	Iteration 103Q: 3 clusters Score -1662954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1662958.625000 Penalty: 4706.897461
	Iteration 104Q: 3 clusters Score -1662959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1662961.500000 Penalty: 4706.897461
	Iteration 105Q: 3 clusters Score -1662962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1662961.875000 Penalty: 4706.897461
	Iteration 106Q: 3 clusters Score -1662962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1662965.375000 Penalty: 4706.897461
	Iteration 107Q: 3 clusters Score -1662965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1662963.625000 Penalty: 4706.897461
	Iteration 108Q: 3 clusters Score -1662964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1662964.750000 Penalty: 4706.897461
	Iteration 109Q: 3 clusters Score -1662965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1662964.750000 Penalty: 4706.897461
	Iteration 110F: 3 clusters Score -1662965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Entering Unmasked Estep 
Score: -605676.937500 Penalty: 2127.322266
	Iteration 0F: 2 clusters Score -605676.9 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 2691 members 
Entering Unmasked Estep 
Score: -601017.437500 Penalty: 4254.644531
	Iteration 0F: 3 clusters Score -601017.4 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -602160.187500 Penalty: 4254.644531
	Iteration 1F: 3 clusters Score -602160.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -602361.312500 Penalty: 4254.644531
	Iteration 2F: 3 clusters Score -602361.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -602504.812500 Penalty: 4254.644531
	Iteration 3Q: 3 clusters Score -602504.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -602624.187500 Penalty: 4254.644531
	Iteration 4Q: 3 clusters Score -602624.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -602749.187500 Penalty: 4254.644531
	Iteration 5Q: 3 clusters Score -602749.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -602882.562500 Penalty: 4254.644531
	Iteration 6Q: 3 clusters Score -602882.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -603016.875000 Penalty: 4254.644531
	Iteration 7Q: 3 clusters Score -603016.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -603200.125000 Penalty: 4254.644531
	Iteration 8Q: 3 clusters Score -603200.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -603448.062500 Penalty: 4254.644531
	Iteration 9Q: 3 clusters Score -603448.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -603737.125000 Penalty: 4254.644531
	Iteration 10Q: 3 clusters Score -603737.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -604009.812500 Penalty: 4254.644531
	Iteration 11Q: 3 clusters Score -604009.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -604223.812500 Penalty: 4254.644531
	Iteration 12Q: 3 clusters Score -604223.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -604356.187500 Penalty: 4254.644531
	Iteration 13Q: 3 clusters Score -604356.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -604445.500000 Penalty: 4254.644531
	Iteration 14Q: 3 clusters Score -604445.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -604506.750000 Penalty: 4254.644531
	Iteration 15Q: 3 clusters Score -604506.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -604548.625000 Penalty: 4254.644531
	Iteration 16Q: 3 clusters Score -604548.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -604581.375000 Penalty: 4254.644531
	Iteration 17Q: 3 clusters Score -604581.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -604604.312500 Penalty: 4254.644531
	Iteration 18Q: 3 clusters Score -604604.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -604623.687500 Penalty: 4254.644531
	Iteration 19Q: 3 clusters Score -604623.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -604648.875000 Penalty: 4254.644531
	Iteration 20F: 3 clusters Score -604648.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -604688.250000 Penalty: 4254.644531
	Iteration 21Q: 3 clusters Score -604688.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -604747.875000 Penalty: 4254.644531
	Iteration 22Q: 3 clusters Score -604747.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -604799.812500 Penalty: 4254.644531
	Iteration 23Q: 3 clusters Score -604799.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -604825.812500 Penalty: 4254.644531
	Iteration 24Q: 3 clusters Score -604825.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -604844.875000 Penalty: 4254.644531
	Iteration 25Q: 3 clusters Score -604844.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -604862.125000 Penalty: 4254.644531
	Iteration 26Q: 3 clusters Score -604862.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -604871.187500 Penalty: 4254.644531
	Iteration 27Q: 3 clusters Score -604871.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -604874.312500 Penalty: 4254.644531
	Iteration 28Q: 3 clusters Score -604874.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -604878.812500 Penalty: 4254.644531
	Iteration 29Q: 3 clusters Score -604878.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -604881.500000 Penalty: 4254.644531
	Iteration 30Q: 3 clusters Score -604881.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -604881.625000 Penalty: 4254.644531
	Iteration 31Q: 3 clusters Score -604881.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -604884.125000 Penalty: 4254.644531
	Iteration 32Q: 3 clusters Score -604884.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -604884.687500 Penalty: 4254.644531
	Iteration 33Q: 3 clusters Score -604884.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -604886.500000 Penalty: 4254.644531
	Iteration 34Q: 3 clusters Score -604886.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -604886.875000 Penalty: 4254.644531
	Iteration 35Q: 3 clusters Score -604886.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -604886.875000 Penalty: 4254.644531
	Iteration 36F: 3 clusters Score -604886.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58266 members 
Entering Unmasked Estep 
Score: -7453522.000000 Penalty: 2721.247803
	Iteration 0F: 2 clusters Score -7453522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -7414603.000000 Penalty: 5442.495605
	Iteration 0F: 3 clusters Score -7414603 nChanged 26951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -7429581.000000 Penalty: 5442.495605
	Iteration 1F: 3 clusters Score -7429581 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -7430335.500000 Penalty: 5442.495605
	Iteration 2Q: 3 clusters Score -7430336 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -7431184.000000 Penalty: 5442.495605
	Iteration 3Q: 3 clusters Score -7431184 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -7432637.500000 Penalty: 5442.495605
	Iteration 4Q: 3 clusters Score -7432638 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -7434865.500000 Penalty: 5442.495605
	Iteration 5F: 3 clusters Score -7434866 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -7438240.500000 Penalty: 5442.495605
	Iteration 6F: 3 clusters Score -7438240 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -7442709.500000 Penalty: 5442.495605
	Iteration 7F: 3 clusters Score -7442710 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -7446918.500000 Penalty: 5442.495605
	Iteration 8F: 3 clusters Score -7446918 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56675 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7449497.000000 Penalty: 5442.495605
	Iteration 9Q: 3 clusters Score -7449497 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57695 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7450534.000000 Penalty: 5442.495605
	Iteration 10Q: 3 clusters Score -7450534 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7450854.500000 Penalty: 5442.495605
	Iteration 11Q: 3 clusters Score -7450854 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7450973.500000 Penalty: 5442.495605
	Iteration 12Q: 3 clusters Score -7450974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58055 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7451025.500000 Penalty: 5442.495605
	Iteration 13Q: 3 clusters Score -7451026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58066 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -7451055.500000 Penalty: 5442.495605
	Iteration 14Q: 3 clusters Score -7451056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7451075.500000 Penalty: 5442.495605
	Iteration 15Q: 3 clusters Score -7451076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7451079.000000 Penalty: 5442.495605
	Iteration 16Q: 3 clusters Score -7451079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7451093.500000 Penalty: 5442.495605
	Iteration 17Q: 3 clusters Score -7451094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7451092.500000 Penalty: 5442.495605
	Iteration 18Q: 3 clusters Score -7451092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7451095.500000 Penalty: 5442.495605
	Iteration 19Q: 3 clusters Score -7451096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7451104.000000 Penalty: 5442.495605
	Iteration 20F: 3 clusters Score -7451104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7451101.500000 Penalty: 5442.495605
	Iteration 21Q: 3 clusters Score -7451102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7451101.500000 Penalty: 5442.495605
	Iteration 22F: 3 clusters Score -7451102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -37404.773438 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -37404.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36070.027344 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -36070.03 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36248.597656 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -36248.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36381.128906 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -36381.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36468.695312 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -36468.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36564.078125 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -36564.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36676.570312 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -36676.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36744.382812 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -36744.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36774.539062 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -36774.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36807.906250 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -36807.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36831.039062 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -36831.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36844.785156 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -36844.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36880.230469 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -36880.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36895.476562 Penalty: 2905.534668
	Iteration 12Q: 3 clusters Score -36895.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36895.476562 Penalty: 2905.534668
	Iteration 13F: 3 clusters Score -36895.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Entering Unmasked Estep 
Score: -1926672.000000 Penalty: 2380.467529
	Iteration 0F: 2 clusters Score -1926672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1915968.250000 Penalty: 4760.935059
	Iteration 0F: 3 clusters Score -1915968 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1919264.625000 Penalty: 4760.935059
	Iteration 1F: 3 clusters Score -1919265 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1919578.375000 Penalty: 4760.935059
	Iteration 2F: 3 clusters Score -1919578 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1919815.375000 Penalty: 4760.935059
	Iteration 3Q: 3 clusters Score -1919815 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1920014.875000 Penalty: 4760.935059
	Iteration 4Q: 3 clusters Score -1920015 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1920191.125000 Penalty: 4760.935059
	Iteration 5Q: 3 clusters Score -1920191 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1920351.125000 Penalty: 4760.935059
	Iteration 6Q: 3 clusters Score -1920351 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1920551.125000 Penalty: 4760.935059
	Iteration 7Q: 3 clusters Score -1920551 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1920754.875000 Penalty: 4760.935059
	Iteration 8Q: 3 clusters Score -1920755 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1920982.250000 Penalty: 4760.935059
	Iteration 9Q: 3 clusters Score -1920982 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1921238.000000 Penalty: 4760.935059
	Iteration 10Q: 3 clusters Score -1921238 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1921518.750000 Penalty: 4760.935059
	Iteration 11Q: 3 clusters Score -1921519 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1921807.375000 Penalty: 4760.935059
	Iteration 12Q: 3 clusters Score -1921807 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1922144.750000 Penalty: 4760.935059
	Iteration 13Q: 3 clusters Score -1922145 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1922475.125000 Penalty: 4760.935059
	Iteration 14Q: 3 clusters Score -1922475 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1922799.500000 Penalty: 4760.935059
	Iteration 15Q: 3 clusters Score -1922800 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1923088.000000 Penalty: 4760.935059
	Iteration 16Q: 3 clusters Score -1923088 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1923319.625000 Penalty: 4760.935059
	Iteration 17Q: 3 clusters Score -1923320 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1923487.000000 Penalty: 4760.935059
	Iteration 18Q: 3 clusters Score -1923487 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1923587.750000 Penalty: 4760.935059
	Iteration 19Q: 3 clusters Score -1923588 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1923675.500000 Penalty: 4760.935059
	Iteration 20F: 3 clusters Score -1923676 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1923746.875000 Penalty: 4760.935059
	Iteration 21Q: 3 clusters Score -1923747 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1923795.375000 Penalty: 4760.935059
	Iteration 22Q: 3 clusters Score -1923795 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1923825.500000 Penalty: 4760.935059
	Iteration 23Q: 3 clusters Score -1923826 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1923852.125000 Penalty: 4760.935059
	Iteration 24Q: 3 clusters Score -1923852 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1923877.875000 Penalty: 4760.935059
	Iteration 25Q: 3 clusters Score -1923878 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1923905.875000 Penalty: 4760.935059
	Iteration 26Q: 3 clusters Score -1923906 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1923940.125000 Penalty: 4760.935059
	Iteration 27Q: 3 clusters Score -1923940 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1923963.000000 Penalty: 4760.935059
	Iteration 28Q: 3 clusters Score -1923963 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1923991.125000 Penalty: 4760.935059
	Iteration 29Q: 3 clusters Score -1923991 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1924011.750000 Penalty: 4760.935059
	Iteration 30Q: 3 clusters Score -1924012 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1924039.625000 Penalty: 4760.935059
	Iteration 31Q: 3 clusters Score -1924040 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1924071.750000 Penalty: 4760.935059
	Iteration 32Q: 3 clusters Score -1924072 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1924094.875000 Penalty: 4760.935059
	Iteration 33Q: 3 clusters Score -1924095 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1924128.250000 Penalty: 4760.935059
	Iteration 34Q: 3 clusters Score -1924128 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1924149.250000 Penalty: 4760.935059
	Iteration 35Q: 3 clusters Score -1924149 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1924168.750000 Penalty: 4760.935059
	Iteration 36Q: 3 clusters Score -1924169 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1924188.625000 Penalty: 4760.935059
	Iteration 37Q: 3 clusters Score -1924189 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1924211.625000 Penalty: 4760.935059
	Iteration 38Q: 3 clusters Score -1924212 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1924230.250000 Penalty: 4760.935059
	Iteration 39Q: 3 clusters Score -1924230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1924228.125000 Penalty: 4760.935059
	Iteration 40F: 3 clusters Score -1924228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1924253.000000 Penalty: 4760.935059
	Iteration 41Q: 3 clusters Score -1924253 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1924289.375000 Penalty: 4760.935059
	Iteration 42Q: 3 clusters Score -1924289 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1924317.250000 Penalty: 4760.935059
	Iteration 43Q: 3 clusters Score -1924317 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1924336.625000 Penalty: 4760.935059
	Iteration 44Q: 3 clusters Score -1924337 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1924357.000000 Penalty: 4760.935059
	Iteration 45Q: 3 clusters Score -1924357 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1924376.875000 Penalty: 4760.935059
	Iteration 46Q: 3 clusters Score -1924377 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1924386.625000 Penalty: 4760.935059
	Iteration 47Q: 3 clusters Score -1924387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1924405.875000 Penalty: 4760.935059
	Iteration 48Q: 3 clusters Score -1924406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1924416.125000 Penalty: 4760.935059
	Iteration 49Q: 3 clusters Score -1924416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1924422.875000 Penalty: 4760.935059
	Iteration 50Q: 3 clusters Score -1924423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1924430.375000 Penalty: 4760.935059
	Iteration 51Q: 3 clusters Score -1924430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1924436.750000 Penalty: 4760.935059
	Iteration 52Q: 3 clusters Score -1924437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1924440.500000 Penalty: 4760.935059
	Iteration 53Q: 3 clusters Score -1924440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1924449.875000 Penalty: 4760.935059
	Iteration 54Q: 3 clusters Score -1924450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1924458.250000 Penalty: 4760.935059
	Iteration 55Q: 3 clusters Score -1924458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1924469.375000 Penalty: 4760.935059
	Iteration 56Q: 3 clusters Score -1924469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1924472.500000 Penalty: 4760.935059
	Iteration 57Q: 3 clusters Score -1924472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1924481.500000 Penalty: 4760.935059
	Iteration 58Q: 3 clusters Score -1924482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1924489.500000 Penalty: 4760.935059
	Iteration 59Q: 3 clusters Score -1924490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1924492.375000 Penalty: 4760.935059
	Iteration 60F: 3 clusters Score -1924492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1924499.875000 Penalty: 4760.935059
	Iteration 61Q: 3 clusters Score -1924500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1924505.000000 Penalty: 4760.935059
	Iteration 62Q: 3 clusters Score -1924505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1924514.875000 Penalty: 4760.935059
	Iteration 63Q: 3 clusters Score -1924515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1924518.250000 Penalty: 4760.935059
	Iteration 64Q: 3 clusters Score -1924518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1924521.500000 Penalty: 4760.935059
	Iteration 65Q: 3 clusters Score -1924522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1924523.375000 Penalty: 4760.935059
	Iteration 66Q: 3 clusters Score -1924523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1924530.875000 Penalty: 4760.935059
	Iteration 67Q: 3 clusters Score -1924531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1924530.500000 Penalty: 4760.935059
	Iteration 68Q: 3 clusters Score -1924530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1924536.750000 Penalty: 4760.935059
	Iteration 69Q: 3 clusters Score -1924537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1924541.375000 Penalty: 4760.935059
	Iteration 70Q: 3 clusters Score -1924541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1924548.125000 Penalty: 4760.935059
	Iteration 71Q: 3 clusters Score -1924548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1924553.250000 Penalty: 4760.935059
	Iteration 72Q: 3 clusters Score -1924553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1924556.250000 Penalty: 4760.935059
	Iteration 73Q: 3 clusters Score -1924556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1924556.125000 Penalty: 4760.935059
	Iteration 74Q: 3 clusters Score -1924556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1924556.875000 Penalty: 4760.935059
	Iteration 75Q: 3 clusters Score -1924557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1924564.125000 Penalty: 4760.935059
	Iteration 76Q: 3 clusters Score -1924564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1924567.500000 Penalty: 4760.935059
	Iteration 77Q: 3 clusters Score -1924568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1924567.250000 Penalty: 4760.935059
	Iteration 78Q: 3 clusters Score -1924567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1924574.250000 Penalty: 4760.935059
	Iteration 79Q: 3 clusters Score -1924574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1924578.375000 Penalty: 4760.935059
	Iteration 80F: 3 clusters Score -1924578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1924581.875000 Penalty: 4760.935059
	Iteration 81Q: 3 clusters Score -1924582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1924585.375000 Penalty: 4760.935059
	Iteration 82Q: 3 clusters Score -1924585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1924592.875000 Penalty: 4760.935059
	Iteration 83Q: 3 clusters Score -1924593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1924598.875000 Penalty: 4760.935059
	Iteration 84Q: 3 clusters Score -1924599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1924597.000000 Penalty: 4760.935059
	Iteration 85Q: 3 clusters Score -1924597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1924598.875000 Penalty: 4760.935059
	Iteration 86Q: 3 clusters Score -1924599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1924604.250000 Penalty: 4760.935059
	Iteration 87Q: 3 clusters Score -1924604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1924607.250000 Penalty: 4760.935059
	Iteration 88Q: 3 clusters Score -1924607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1924606.375000 Penalty: 4760.935059
	Iteration 89Q: 3 clusters Score -1924606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1924609.125000 Penalty: 4760.935059
	Iteration 90Q: 3 clusters Score -1924609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1924613.500000 Penalty: 4760.935059
	Iteration 91Q: 3 clusters Score -1924614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1924613.125000 Penalty: 4760.935059
	Iteration 92Q: 3 clusters Score -1924613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1924614.000000 Penalty: 4760.935059
	Iteration 93Q: 3 clusters Score -1924614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1924616.000000 Penalty: 4760.935059
	Iteration 94Q: 3 clusters Score -1924616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1924612.875000 Penalty: 4760.935059
	Iteration 95Q: 3 clusters Score -1924613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1924616.375000 Penalty: 4760.935059
	Iteration 96Q: 3 clusters Score -1924616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1924618.250000 Penalty: 4760.935059
	Iteration 97Q: 3 clusters Score -1924618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1924621.750000 Penalty: 4760.935059
	Iteration 98Q: 3 clusters Score -1924622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1924622.250000 Penalty: 4760.935059
	Iteration 99Q: 3 clusters Score -1924622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1924621.000000 Penalty: 4760.935059
	Iteration 100F: 3 clusters Score -1924621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159733 members 
Entering Unmasked Estep 
Score: -20767142.000000 Penalty: 2971.352295
	Iteration 0F: 2 clusters Score -2.076714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79901 members 
Mstep: Class 2 contains 79832 members 
Entering Unmasked Estep 
Score: -20661396.000000 Penalty: 5942.704590
	Iteration 0F: 3 clusters Score -2.06614e+07 nChanged 76857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77366 members 
Mstep: Class 2 contains 82367 members 
Entering Unmasked Estep 
Score: -20708010.000000 Penalty: 5942.704590
	Iteration 1F: 3 clusters Score -2.070801e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75989 members 
Mstep: Class 2 contains 83744 members 
Entering Unmasked Estep 
Score: -20710704.000000 Penalty: 5942.704590
	Iteration 2Q: 3 clusters Score -2.07107e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73871 members 
Mstep: Class 2 contains 85862 members 
Entering Unmasked Estep 
Score: -20714454.000000 Penalty: 5942.704590
	Iteration 3Q: 3 clusters Score -2.071445e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70693 members 
Mstep: Class 2 contains 89040 members 
Entering Unmasked Estep 
Score: -20719174.000000 Penalty: 5942.704590
	Iteration 4F: 3 clusters Score -2.071917e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 93371 members 
Entering Unmasked Estep 
Score: -20724902.000000 Penalty: 5942.704590
	Iteration 5F: 3 clusters Score -2.07249e+07 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 98770 members 
Entering Unmasked Estep 
Score: -20732228.000000 Penalty: 5942.704590
	Iteration 6F: 3 clusters Score -2.073223e+07 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 104437 members 
Entering Unmasked Estep 
Score: -20740338.000000 Penalty: 5942.704590
	Iteration 7F: 3 clusters Score -2.074034e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 109132 members 
Entering Unmasked Estep 
Score: -20746730.000000 Penalty: 5942.704590
	Iteration 8F: 3 clusters Score -2.074673e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 112668 members 
Entering Unmasked Estep 
Score: -20750148.000000 Penalty: 5942.704590
	Iteration 9Q: 3 clusters Score -2.075015e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 115618 members 
Entering Unmasked Estep 
Score: -20751756.000000 Penalty: 5942.704590
	Iteration 10Q: 3 clusters Score -2.075176e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 118356 members 
Entering Unmasked Estep 
Score: -20752842.000000 Penalty: 5942.704590
	Iteration 11Q: 3 clusters Score -2.075284e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 120962 members 
Entering Unmasked Estep 
Score: -20753918.000000 Penalty: 5942.704590
	Iteration 12Q: 3 clusters Score -2.075392e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 123552 members 
Entering Unmasked Estep 
Score: -20755058.000000 Penalty: 5942.704590
	Iteration 13Q: 3 clusters Score -2.075506e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 126040 members 
Entering Unmasked Estep 
Score: -20755996.000000 Penalty: 5942.704590
	Iteration 14Q: 3 clusters Score -2.0756e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 128393 members 
Entering Unmasked Estep 
Score: -20757030.000000 Penalty: 5942.704590
	Iteration 15Q: 3 clusters Score -2.075703e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 130645 members 
Entering Unmasked Estep 
Score: -20758026.000000 Penalty: 5942.704590
	Iteration 16Q: 3 clusters Score -2.075803e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 132853 members 
Entering Unmasked Estep 
Score: -20759036.000000 Penalty: 5942.704590
	Iteration 17Q: 3 clusters Score -2.075904e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 134880 members 
Entering Unmasked Estep 
Score: -20759950.000000 Penalty: 5942.704590
	Iteration 18Q: 3 clusters Score -2.075995e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 136787 members 
Entering Unmasked Estep 
Score: -20760738.000000 Penalty: 5942.704590
	Iteration 19Q: 3 clusters Score -2.076074e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 138575 members 
Entering Unmasked Estep 
Score: -20761586.000000 Penalty: 5942.704590
	Iteration 20F: 3 clusters Score -2.076159e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 140186 members 
Entering Unmasked Estep 
Score: -20762236.000000 Penalty: 5942.704590
	Iteration 21Q: 3 clusters Score -2.076224e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 141719 members 
Entering Unmasked Estep 
Score: -20762812.000000 Penalty: 5942.704590
	Iteration 22Q: 3 clusters Score -2.076281e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 143150 members 
Entering Unmasked Estep 
Score: -20763430.000000 Penalty: 5942.704590
	Iteration 23Q: 3 clusters Score -2.076343e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 144490 members 
Entering Unmasked Estep 
Score: -20763944.000000 Penalty: 5942.704590
	Iteration 24Q: 3 clusters Score -2.076394e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 145790 members 
Entering Unmasked Estep 
Score: -20764350.000000 Penalty: 5942.704590
	Iteration 25Q: 3 clusters Score -2.076435e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 146981 members 
Entering Unmasked Estep 
Score: -20764844.000000 Penalty: 5942.704590
	Iteration 26Q: 3 clusters Score -2.076484e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 148089 members 
Entering Unmasked Estep 
Score: -20765158.000000 Penalty: 5942.704590
	Iteration 27Q: 3 clusters Score -2.076516e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 149003 members 
Entering Unmasked Estep 
Score: -20765412.000000 Penalty: 5942.704590
	Iteration 28Q: 3 clusters Score -2.076541e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 149843 members 
Entering Unmasked Estep 
Score: -20765720.000000 Penalty: 5942.704590
	Iteration 29Q: 3 clusters Score -2.076572e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 150547 members 
Entering Unmasked Estep 
Score: -20765902.000000 Penalty: 5942.704590
	Iteration 30Q: 3 clusters Score -2.07659e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 151151 members 
Entering Unmasked Estep 
Score: -20766006.000000 Penalty: 5942.704590
	Iteration 31Q: 3 clusters Score -2.076601e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 151688 members 
Entering Unmasked Estep 
Score: -20766162.000000 Penalty: 5942.704590
	Iteration 32Q: 3 clusters Score -2.076616e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 152163 members 
Entering Unmasked Estep 
Score: -20766328.000000 Penalty: 5942.704590
	Iteration 33Q: 3 clusters Score -2.076633e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 152554 members 
Entering Unmasked Estep 
Score: -20766432.000000 Penalty: 5942.704590
	Iteration 34Q: 3 clusters Score -2.076643e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 152904 members 
Entering Unmasked Estep 
Score: -20766486.000000 Penalty: 5942.704590
	Iteration 35Q: 3 clusters Score -2.076649e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 153231 members 
Entering Unmasked Estep 
Score: -20766490.000000 Penalty: 5942.704590
	Iteration 36Q: 3 clusters Score -2.076649e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 153510 members 
Entering Unmasked Estep 
Score: -20766528.000000 Penalty: 5942.704590
	Iteration 37Q: 3 clusters Score -2.076653e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 153756 members 
Entering Unmasked Estep 
Score: -20766538.000000 Penalty: 5942.704590
	Iteration 38Q: 3 clusters Score -2.076654e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 153973 members 
Entering Unmasked Estep 
Score: -20766492.000000 Penalty: 5942.704590
	Iteration 39Q: 3 clusters Score -2.076649e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 154170 members 
Entering Unmasked Estep 
Score: -20766484.000000 Penalty: 5942.704590
	Iteration 40F: 3 clusters Score -2.076648e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 154337 members 
Entering Unmasked Estep 
Score: -20766540.000000 Penalty: 5942.704590
	Iteration 41Q: 3 clusters Score -2.076654e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 154474 members 
Entering Unmasked Estep 
Score: -20766576.000000 Penalty: 5942.704590
	Iteration 42Q: 3 clusters Score -2.076658e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 154593 members 
Entering Unmasked Estep 
Score: -20766580.000000 Penalty: 5942.704590
	Iteration 43Q: 3 clusters Score -2.076658e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 154685 members 
Entering Unmasked Estep 
Score: -20766620.000000 Penalty: 5942.704590
	Iteration 44Q: 3 clusters Score -2.076662e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 154772 members 
Entering Unmasked Estep 
Score: -20766622.000000 Penalty: 5942.704590
	Iteration 45Q: 3 clusters Score -2.076662e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 154839 members 
Entering Unmasked Estep 
Score: -20766676.000000 Penalty: 5942.704590
	Iteration 46Q: 3 clusters Score -2.076668e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 154910 members 
Entering Unmasked Estep 
Score: -20766692.000000 Penalty: 5942.704590
	Iteration 47Q: 3 clusters Score -2.076669e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 154988 members 
Entering Unmasked Estep 
Score: -20766738.000000 Penalty: 5942.704590
	Iteration 48Q: 3 clusters Score -2.076674e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 155066 members 
Entering Unmasked Estep 
Score: -20766770.000000 Penalty: 5942.704590
	Iteration 49Q: 3 clusters Score -2.076677e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 155145 members 
Entering Unmasked Estep 
Score: -20766782.000000 Penalty: 5942.704590
	Iteration 50Q: 3 clusters Score -2.076678e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 155219 members 
Entering Unmasked Estep 
Score: -20766796.000000 Penalty: 5942.704590
	Iteration 51Q: 3 clusters Score -2.07668e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 155274 members 
Entering Unmasked Estep 
Score: -20766780.000000 Penalty: 5942.704590
	Iteration 52Q: 3 clusters Score -2.076678e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 155324 members 
Entering Unmasked Estep 
Score: -20766826.000000 Penalty: 5942.704590
	Iteration 53Q: 3 clusters Score -2.076683e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 155376 members 
Entering Unmasked Estep 
Score: -20766828.000000 Penalty: 5942.704590
	Iteration 54Q: 3 clusters Score -2.076683e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 155422 members 
Entering Unmasked Estep 
Score: -20766816.000000 Penalty: 5942.704590
	Iteration 55Q: 3 clusters Score -2.076682e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 155470 members 
Entering Unmasked Estep 
Score: -20766804.000000 Penalty: 5942.704590
	Iteration 56Q: 3 clusters Score -2.07668e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 155522 members 
Entering Unmasked Estep 
Score: -20766780.000000 Penalty: 5942.704590
	Iteration 57Q: 3 clusters Score -2.076678e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 155565 members 
Entering Unmasked Estep 
Score: -20766772.000000 Penalty: 5942.704590
	Iteration 58Q: 3 clusters Score -2.076677e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 155607 members 
Entering Unmasked Estep 
Score: -20766806.000000 Penalty: 5942.704590
	Iteration 59Q: 3 clusters Score -2.076681e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 155640 members 
Entering Unmasked Estep 
Score: -20766804.000000 Penalty: 5942.704590
	Iteration 60F: 3 clusters Score -2.07668e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 155675 members 
Entering Unmasked Estep 
Score: -20766806.000000 Penalty: 5942.704590
	Iteration 61Q: 3 clusters Score -2.076681e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 155710 members 
Entering Unmasked Estep 
Score: -20766796.000000 Penalty: 5942.704590
	Iteration 62Q: 3 clusters Score -2.07668e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 155742 members 
Entering Unmasked Estep 
Score: -20766816.000000 Penalty: 5942.704590
	Iteration 63Q: 3 clusters Score -2.076682e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 155776 members 
Entering Unmasked Estep 
Score: -20766804.000000 Penalty: 5942.704590
	Iteration 64Q: 3 clusters Score -2.07668e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 155812 members 
Entering Unmasked Estep 
Score: -20766808.000000 Penalty: 5942.704590
	Iteration 65Q: 3 clusters Score -2.076681e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 155840 members 
Entering Unmasked Estep 
Score: -20766810.000000 Penalty: 5942.704590
	Iteration 66Q: 3 clusters Score -2.076681e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 155860 members 
Entering Unmasked Estep 
Score: -20766754.000000 Penalty: 5942.704590
	Iteration 67Q: 3 clusters Score -2.076675e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 155883 members 
Entering Unmasked Estep 
Score: -20766758.000000 Penalty: 5942.704590
	Iteration 68Q: 3 clusters Score -2.076676e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 155915 members 
Entering Unmasked Estep 
Score: -20766782.000000 Penalty: 5942.704590
	Iteration 69Q: 3 clusters Score -2.076678e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 155935 members 
Entering Unmasked Estep 
Score: -20766758.000000 Penalty: 5942.704590
	Iteration 70Q: 3 clusters Score -2.076676e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 155963 members 
Entering Unmasked Estep 
Score: -20766776.000000 Penalty: 5942.704590
	Iteration 71Q: 3 clusters Score -2.076678e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 155988 members 
Entering Unmasked Estep 
Score: -20766774.000000 Penalty: 5942.704590
	Iteration 72Q: 3 clusters Score -2.076677e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 156010 members 
Entering Unmasked Estep 
Score: -20766778.000000 Penalty: 5942.704590
	Iteration 73Q: 3 clusters Score -2.076678e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 156024 members 
Entering Unmasked Estep 
Score: -20766784.000000 Penalty: 5942.704590
	Iteration 74Q: 3 clusters Score -2.076678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 156040 members 
Entering Unmasked Estep 
Score: -20766802.000000 Penalty: 5942.704590
	Iteration 75Q: 3 clusters Score -2.07668e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 156056 members 
Entering Unmasked Estep 
Score: -20766796.000000 Penalty: 5942.704590
	Iteration 76Q: 3 clusters Score -2.07668e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 156076 members 
Entering Unmasked Estep 
Score: -20766816.000000 Penalty: 5942.704590
	Iteration 77Q: 3 clusters Score -2.076682e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 156092 members 
Entering Unmasked Estep 
Score: -20766856.000000 Penalty: 5942.704590
	Iteration 78Q: 3 clusters Score -2.076686e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 156114 members 
Entering Unmasked Estep 
Score: -20766854.000000 Penalty: 5942.704590
	Iteration 79Q: 3 clusters Score -2.076685e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 156136 members 
Entering Unmasked Estep 
Score: -20766844.000000 Penalty: 5942.704590
	Iteration 80F: 3 clusters Score -2.076684e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 156164 members 
Entering Unmasked Estep 
Score: -20766842.000000 Penalty: 5942.704590
	Iteration 81Q: 3 clusters Score -2.076684e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 156195 members 
Entering Unmasked Estep 
Score: -20766854.000000 Penalty: 5942.704590
	Iteration 82Q: 3 clusters Score -2.076685e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 156210 members 
Entering Unmasked Estep 
Score: -20766848.000000 Penalty: 5942.704590
	Iteration 83Q: 3 clusters Score -2.076685e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 156223 members 
Entering Unmasked Estep 
Score: -20766864.000000 Penalty: 5942.704590
	Iteration 84Q: 3 clusters Score -2.076686e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 156247 members 
Entering Unmasked Estep 
Score: -20766876.000000 Penalty: 5942.704590
	Iteration 85Q: 3 clusters Score -2.076688e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 156260 members 
Entering Unmasked Estep 
Score: -20766872.000000 Penalty: 5942.704590
	Iteration 86Q: 3 clusters Score -2.076687e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 156282 members 
Entering Unmasked Estep 
Score: -20766912.000000 Penalty: 5942.704590
	Iteration 87Q: 3 clusters Score -2.076691e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 156294 members 
Entering Unmasked Estep 
Score: -20766916.000000 Penalty: 5942.704590
	Iteration 88Q: 3 clusters Score -2.076692e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 156306 members 
Entering Unmasked Estep 
Score: -20766924.000000 Penalty: 5942.704590
	Iteration 89Q: 3 clusters Score -2.076692e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 156318 members 
Entering Unmasked Estep 
Score: -20766934.000000 Penalty: 5942.704590
	Iteration 90Q: 3 clusters Score -2.076693e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 156321 members 
Entering Unmasked Estep 
Score: -20766936.000000 Penalty: 5942.704590
	Iteration 91Q: 3 clusters Score -2.076694e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 156327 members 
Entering Unmasked Estep 
Score: -20766946.000000 Penalty: 5942.704590
	Iteration 92Q: 3 clusters Score -2.076695e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 156329 members 
Entering Unmasked Estep 
Score: -20766938.000000 Penalty: 5942.704590
	Iteration 93Q: 3 clusters Score -2.076694e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 156341 members 
Entering Unmasked Estep 
Score: -20766900.000000 Penalty: 5942.704590
	Iteration 94Q: 3 clusters Score -2.07669e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 156357 members 
Entering Unmasked Estep 
Score: -20766894.000000 Penalty: 5942.704590
	Iteration 95Q: 3 clusters Score -2.076689e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 156370 members 
Entering Unmasked Estep 
Score: -20766896.000000 Penalty: 5942.704590
	Iteration 96Q: 3 clusters Score -2.07669e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 156378 members 
Entering Unmasked Estep 
Score: -20766906.000000 Penalty: 5942.704590
	Iteration 97Q: 3 clusters Score -2.076691e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 156383 members 
Entering Unmasked Estep 
Score: -20766908.000000 Penalty: 5942.704590
	Iteration 98Q: 3 clusters Score -2.076691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 156381 members 
Entering Unmasked Estep 
Score: -20766916.000000 Penalty: 5942.704590
	Iteration 99Q: 3 clusters Score -2.076692e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 156383 members 
Entering Unmasked Estep 
Score: -20766928.000000 Penalty: 5942.704590
	Iteration 100F: 3 clusters Score -2.076693e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 156384 members 
Entering Unmasked Estep 
Score: -20766910.000000 Penalty: 5942.704590
	Iteration 101Q: 3 clusters Score -2.076691e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 156385 members 
Entering Unmasked Estep 
Score: -20766924.000000 Penalty: 5942.704590
	Iteration 102Q: 3 clusters Score -2.076692e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 156385 members 
Entering Unmasked Estep 
Score: -20766906.000000 Penalty: 5942.704590
	Iteration 103Q: 3 clusters Score -2.076691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 156390 members 
Entering Unmasked Estep 
Score: -20766890.000000 Penalty: 5942.704590
	Iteration 104Q: 3 clusters Score -2.076689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 156397 members 
Entering Unmasked Estep 
Score: -20766908.000000 Penalty: 5942.704590
	Iteration 105Q: 3 clusters Score -2.076691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 156403 members 
Entering Unmasked Estep 
Score: -20766900.000000 Penalty: 5942.704590
	Iteration 106Q: 3 clusters Score -2.07669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 156406 members 
Entering Unmasked Estep 
Score: -20766902.000000 Penalty: 5942.704590
	Iteration 107Q: 3 clusters Score -2.07669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 156406 members 
Entering Unmasked Estep 
Score: -20766928.000000 Penalty: 5942.704590
	Iteration 108Q: 3 clusters Score -2.076693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 156403 members 
Entering Unmasked Estep 
Score: -20766924.000000 Penalty: 5942.704590
	Iteration 109Q: 3 clusters Score -2.076692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 156404 members 
Entering Unmasked Estep 
Score: -20766926.000000 Penalty: 5942.704590
	Iteration 110Q: 3 clusters Score -2.076693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 156404 members 
Entering Unmasked Estep 
Score: -20766916.000000 Penalty: 5942.704590
	Iteration 111Q: 3 clusters Score -2.076692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 156401 members 
Entering Unmasked Estep 
Score: -20766914.000000 Penalty: 5942.704590
	Iteration 112Q: 3 clusters Score -2.076691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 156399 members 
Entering Unmasked Estep 
Score: -20766920.000000 Penalty: 5942.704590
	Iteration 113Q: 3 clusters Score -2.076692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 156404 members 
Entering Unmasked Estep 
Score: -20766914.000000 Penalty: 5942.704590
	Iteration 114Q: 3 clusters Score -2.076691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 156403 members 
Entering Unmasked Estep 
Score: -20766924.000000 Penalty: 5942.704590
	Iteration 115Q: 3 clusters Score -2.076692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 156402 members 
Entering Unmasked Estep 
Score: -20766916.000000 Penalty: 5942.704590
	Iteration 116Q: 3 clusters Score -2.076692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 156402 members 
Entering Unmasked Estep 
Score: -20766904.000000 Penalty: 5942.704590
	Iteration 117Q: 3 clusters Score -2.07669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 156403 members 
Entering Unmasked Estep 
Score: -20766914.000000 Penalty: 5942.704590
	Iteration 118Q: 3 clusters Score -2.076691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 156403 members 
Entering Unmasked Estep 
Score: -20766914.000000 Penalty: 5942.704590
	Iteration 119F: 3 clusters Score -2.076691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -76066.257812 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -76066.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74514.773438 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -74514.77 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75041.312500 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -75041.31 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -75481.531250 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -75481.53 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -75956.328125 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -75956.33 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -76448.203125 Penalty: 3238.591797
	Iteration 4F: 3 clusters Score -76448.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -76517.664062 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -76517.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -76734.523438 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -76734.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -77046.312500 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -77046.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -77157.515625 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -77157.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -77186.390625 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -77186.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -77204.890625 Penalty: 3238.591797
	Iteration 10Q: 3 clusters Score -77204.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -77212.125000 Penalty: 3238.591797
	Iteration 11Q: 3 clusters Score -77212.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -77218.554688 Penalty: 3238.591797
	Iteration 12Q: 3 clusters Score -77218.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -77225.906250 Penalty: 3238.591797
	Iteration 13Q: 3 clusters Score -77225.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -77228.390625 Penalty: 3238.591797
	Iteration 14Q: 3 clusters Score -77228.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -77228.390625 Penalty: 3238.591797
	Iteration 15F: 3 clusters Score -77228.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40990 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20261 members 
Mstep: Class 7 contains 273717 members 
Mstep: Class 8 contains 40192 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58266 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 20 contains 159733 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 132 members 
Entering Unmasked Estep 
Score: -90837272.000000 Penalty: 76903.515625
Splitting cluster 21 changes total score from -90837856.000000 to -90837272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -84570.812500 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -84570.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82947.335938 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -82947.34 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83583.367188 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -83583.37 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -83865.742188 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -83865.74 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83971.101562 Penalty: 3290.778320
	Iteration 3F: 3 clusters Score -83971.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -84032.914062 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -84032.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -84076.960938 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -84076.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -84110.570312 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -84110.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -84126.046875 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -84126.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -84148.359375 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -84148.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -84162.523438 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -84162.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -84165.437500 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -84165.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -84171.968750 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -84171.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -84173.171875 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -84173.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -84175.171875 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -84175.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -84176.820312 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -84176.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -84180.875000 Penalty: 3290.778320
	Iteration 15Q: 3 clusters Score -84180.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -84183.718750 Penalty: 3290.778320
	Iteration 16Q: 3 clusters Score -84183.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -84187.109375 Penalty: 3290.778320
	Iteration 17Q: 3 clusters Score -84187.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -84199.906250 Penalty: 3290.778320
	Iteration 18Q: 3 clusters Score -84199.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -84215.507812 Penalty: 3290.778320
	Iteration 19Q: 3 clusters Score -84215.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -84222.468750 Penalty: 3290.778320
	Iteration 20F: 3 clusters Score -84222.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -84226.851562 Penalty: 3290.778320
	Iteration 21Q: 3 clusters Score -84226.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -84229.265625 Penalty: 3290.778320
	Iteration 22Q: 3 clusters Score -84229.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84232.968750 Penalty: 3290.778320
	Iteration 23Q: 3 clusters Score -84232.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84238.351562 Penalty: 3290.778320
	Iteration 24Q: 3 clusters Score -84238.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -84249.312500 Penalty: 3290.778320
	Iteration 25Q: 3 clusters Score -84249.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -84252.812500 Penalty: 3290.778320
	Iteration 26Q: 3 clusters Score -84252.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -84264.406250 Penalty: 3290.778320
	Iteration 27Q: 3 clusters Score -84264.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -84272.742188 Penalty: 3290.778320
	Iteration 28Q: 3 clusters Score -84272.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -84275.234375 Penalty: 3290.778320
	Iteration 29Q: 3 clusters Score -84275.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -84276.031250 Penalty: 3290.778320
	Iteration 30Q: 3 clusters Score -84276.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -84277.039062 Penalty: 3290.778320
	Iteration 31Q: 3 clusters Score -84277.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -84277.039062 Penalty: 3290.778320
	Iteration 32F: 3 clusters Score -84277.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40990 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20261 members 
Mstep: Class 7 contains 273717 members 
Mstep: Class 8 contains 40192 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6571 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58266 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 20 contains 159733 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837824.000000 Penalty: 73559.882812
Iteration 439Q: 23 clusters Score -9.083782e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40991 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 20261 members 
Mstep: Class 7 contains 273718 members 
Mstep: Class 8 contains 40192 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6573 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5456 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13223 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58266 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 20 contains 159729 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837856.000000 Penalty: 73559.882812
Iteration 440F: 23 clusters Score -9.083786e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40991 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 20262 members 
Mstep: Class 7 contains 273718 members 
Mstep: Class 8 contains 40192 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6575 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13225 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58267 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 159724 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837816.000000 Penalty: 73559.882812
Iteration 441Q: 23 clusters Score -9.083782e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40991 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20261 members 
Mstep: Class 7 contains 273716 members 
Mstep: Class 8 contains 40192 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58268 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 159719 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837800.000000 Penalty: 73559.882812
Iteration 442Q: 23 clusters Score -9.08378e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40991 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20262 members 
Mstep: Class 7 contains 273711 members 
Mstep: Class 8 contains 40192 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58269 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 159722 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837800.000000 Penalty: 73559.882812
Iteration 443Q: 23 clusters Score -9.08378e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40991 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20261 members 
Mstep: Class 7 contains 273705 members 
Mstep: Class 8 contains 40192 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13227 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58271 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 159729 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837792.000000 Penalty: 73559.882812
Iteration 444Q: 23 clusters Score -9.083779e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40992 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20263 members 
Mstep: Class 7 contains 273699 members 
Mstep: Class 8 contains 40191 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13228 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58273 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 159728 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837728.000000 Penalty: 73559.882812
Iteration 445Q: 23 clusters Score -9.083773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40989 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20264 members 
Mstep: Class 7 contains 273695 members 
Mstep: Class 8 contains 40190 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58274 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 159732 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837760.000000 Penalty: 73559.882812
Iteration 446Q: 23 clusters Score -9.083776e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20265 members 
Mstep: Class 7 contains 273696 members 
Mstep: Class 8 contains 40190 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58275 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 159725 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837816.000000 Penalty: 73559.882812
Iteration 447Q: 23 clusters Score -9.083782e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20266 members 
Mstep: Class 7 contains 273696 members 
Mstep: Class 8 contains 40191 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58274 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 159722 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837776.000000 Penalty: 73559.882812
Iteration 448Q: 23 clusters Score -9.083778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40986 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20262 members 
Mstep: Class 7 contains 273687 members 
Mstep: Class 8 contains 40191 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58276 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 159735 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837792.000000 Penalty: 73559.882812
Iteration 449Q: 23 clusters Score -9.083779e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20258 members 
Mstep: Class 7 contains 273675 members 
Mstep: Class 8 contains 40190 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58279 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 159748 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837808.000000 Penalty: 73559.882812
Iteration 450Q: 23 clusters Score -9.083781e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 20256 members 
Mstep: Class 7 contains 273672 members 
Mstep: Class 8 contains 40190 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13229 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58283 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 159750 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837800.000000 Penalty: 73559.882812
Iteration 451Q: 23 clusters Score -9.08378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 20253 members 
Mstep: Class 7 contains 273660 members 
Mstep: Class 8 contains 40189 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5455 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58284 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 159764 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837728.000000 Penalty: 73559.882812
Iteration 452Q: 23 clusters Score -9.083773e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26429 members 
Mstep: Class 6 contains 20252 members 
Mstep: Class 7 contains 273651 members 
Mstep: Class 8 contains 40189 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5456 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58286 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14744 members 
Mstep: Class 20 contains 159767 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837696.000000 Penalty: 73559.882812
Iteration 453Q: 23 clusters Score -9.08377e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20254 members 
Mstep: Class 7 contains 273644 members 
Mstep: Class 8 contains 40189 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58286 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 159774 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837720.000000 Penalty: 73559.882812
Iteration 454Q: 23 clusters Score -9.083772e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40984 members 
Mstep: Class 5 contains 26428 members 
Mstep: Class 6 contains 20250 members 
Mstep: Class 7 contains 273638 members 
Mstep: Class 8 contains 40189 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58289 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 159784 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837736.000000 Penalty: 73559.882812
Iteration 455Q: 23 clusters Score -9.083774e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40983 members 
Mstep: Class 5 contains 26429 members 
Mstep: Class 6 contains 20249 members 
Mstep: Class 7 contains 273622 members 
Mstep: Class 8 contains 40189 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58290 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14743 members 
Mstep: Class 20 contains 159797 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837752.000000 Penalty: 73559.882812
Iteration 456Q: 23 clusters Score -9.083775e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40984 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 20247 members 
Mstep: Class 7 contains 273607 members 
Mstep: Class 8 contains 40187 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58291 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159812 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837736.000000 Penalty: 73559.882812
Iteration 457Q: 23 clusters Score -9.083774e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26432 members 
Mstep: Class 6 contains 20246 members 
Mstep: Class 7 contains 273592 members 
Mstep: Class 8 contains 40188 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13231 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58295 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14741 members 
Mstep: Class 20 contains 159819 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837784.000000 Penalty: 73559.882812
Iteration 458Q: 23 clusters Score -9.083778e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 273579 members 
Mstep: Class 8 contains 40187 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13231 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58296 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14740 members 
Mstep: Class 20 contains 159833 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837848.000000 Penalty: 73559.882812
Iteration 459Q: 23 clusters Score -9.083785e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40986 members 
Mstep: Class 5 contains 26431 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 273567 members 
Mstep: Class 8 contains 40186 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13231 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58299 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159843 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837808.000000 Penalty: 73559.882812
Iteration 460F: 23 clusters Score -9.083781e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26430 members 
Mstep: Class 6 contains 20244 members 
Mstep: Class 7 contains 273560 members 
Mstep: Class 8 contains 40185 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13231 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58303 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14739 members 
Mstep: Class 20 contains 159842 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837816.000000 Penalty: 73559.882812
Iteration 461Q: 23 clusters Score -9.083782e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40989 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 20244 members 
Mstep: Class 7 contains 273551 members 
Mstep: Class 8 contains 40184 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58306 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14740 members 
Mstep: Class 20 contains 159847 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837840.000000 Penalty: 73559.882812
Iteration 462Q: 23 clusters Score -9.083784e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40989 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 20243 members 
Mstep: Class 7 contains 273557 members 
Mstep: Class 8 contains 40182 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58309 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14741 members 
Mstep: Class 20 contains 159840 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837912.000000 Penalty: 73559.882812
Iteration 463Q: 23 clusters Score -9.083791e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40989 members 
Mstep: Class 5 contains 26425 members 
Mstep: Class 6 contains 20241 members 
Mstep: Class 7 contains 273565 members 
Mstep: Class 8 contains 40181 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58309 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159835 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837904.000000 Penalty: 73559.882812
Iteration 464Q: 23 clusters Score -9.08379e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40989 members 
Mstep: Class 5 contains 26424 members 
Mstep: Class 6 contains 20239 members 
Mstep: Class 7 contains 273574 members 
Mstep: Class 8 contains 40179 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6576 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58308 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159833 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837904.000000 Penalty: 73559.882812
Iteration 465Q: 23 clusters Score -9.08379e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40989 members 
Mstep: Class 5 contains 26424 members 
Mstep: Class 6 contains 20238 members 
Mstep: Class 7 contains 273579 members 
Mstep: Class 8 contains 40177 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 10 contains 6578 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58308 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159829 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837880.000000 Penalty: 73559.882812
Iteration 466Q: 23 clusters Score -9.083788e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26424 members 
Mstep: Class 6 contains 20237 members 
Mstep: Class 7 contains 273579 members 
Mstep: Class 8 contains 40177 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6580 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58311 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159828 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837920.000000 Penalty: 73559.882812
Iteration 467Q: 23 clusters Score -9.083792e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26422 members 
Mstep: Class 6 contains 20237 members 
Mstep: Class 7 contains 273578 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6580 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58313 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159828 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837920.000000 Penalty: 73559.882812
Iteration 468Q: 23 clusters Score -9.083792e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40990 members 
Mstep: Class 5 contains 26422 members 
Mstep: Class 6 contains 20237 members 
Mstep: Class 7 contains 273573 members 
Mstep: Class 8 contains 40177 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58316 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159827 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837904.000000 Penalty: 73559.882812
Iteration 469Q: 23 clusters Score -9.08379e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40989 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20237 members 
Mstep: Class 7 contains 273566 members 
Mstep: Class 8 contains 40177 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58319 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159830 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837864.000000 Penalty: 73559.882812
Iteration 470Q: 23 clusters Score -9.083786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40989 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20237 members 
Mstep: Class 7 contains 273560 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58321 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159834 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837848.000000 Penalty: 73559.882812
Iteration 471Q: 23 clusters Score -9.083785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20238 members 
Mstep: Class 7 contains 273550 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 58322 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159843 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837784.000000 Penalty: 73559.882812
Iteration 472Q: 23 clusters Score -9.083778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20238 members 
Mstep: Class 7 contains 273551 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58321 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159843 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837768.000000 Penalty: 73559.882812
Iteration 473Q: 23 clusters Score -9.083777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20237 members 
Mstep: Class 7 contains 273550 members 
Mstep: Class 8 contains 40175 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58321 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159846 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837808.000000 Penalty: 73559.882812
Iteration 474Q: 23 clusters Score -9.083781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20237 members 
Mstep: Class 7 contains 273551 members 
Mstep: Class 8 contains 40175 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58321 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159845 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837776.000000 Penalty: 73559.882812
Iteration 475Q: 23 clusters Score -9.083778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20237 members 
Mstep: Class 7 contains 273550 members 
Mstep: Class 8 contains 40175 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58321 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159846 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837760.000000 Penalty: 73559.882812
Iteration 476Q: 23 clusters Score -9.083776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20237 members 
Mstep: Class 7 contains 273551 members 
Mstep: Class 8 contains 40175 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58321 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159845 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837792.000000 Penalty: 73559.882812
Iteration 477Q: 23 clusters Score -9.083779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20237 members 
Mstep: Class 7 contains 273553 members 
Mstep: Class 8 contains 40175 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58321 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159843 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837784.000000 Penalty: 73559.882812
Iteration 478Q: 23 clusters Score -9.083778e+07 nChanged 4
Entering ConstructFrom: 
Score: -90837784.000000 Penalty: 73559.882812
Entering ConstructFrom: 
Trying to split cluster 1 (36188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Entering Unmasked Estep 
Score: -4565038.500000 Penalty: 2603.127686
	Iteration 0F: 2 clusters Score -4565038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -4540413.000000 Penalty: 5206.255371
	Iteration 0F: 3 clusters Score -4540413 nChanged 16532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -4549863.000000 Penalty: 5206.255371
	Iteration 1F: 3 clusters Score -4549863 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -4551216.500000 Penalty: 5206.255371
	Iteration 2F: 3 clusters Score -4551216 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -4552975.000000 Penalty: 5206.255371
	Iteration 3F: 3 clusters Score -4552975 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -4554561.000000 Penalty: 5206.255371
	Iteration 4F: 3 clusters Score -4554561 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -4555841.500000 Penalty: 5206.255371
	Iteration 5F: 3 clusters Score -4555842 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -4556874.000000 Penalty: 5206.255371
	Iteration 6F: 3 clusters Score -4556874 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -4557681.500000 Penalty: 5206.255371
	Iteration 7Q: 3 clusters Score -4557682 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -4558455.000000 Penalty: 5206.255371
	Iteration 8Q: 3 clusters Score -4558455 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -4559317.500000 Penalty: 5206.255371
	Iteration 9Q: 3 clusters Score -4559318 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -4560266.500000 Penalty: 5206.255371
	Iteration 10Q: 3 clusters Score -4560266 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -4561380.500000 Penalty: 5206.255371
	Iteration 11Q: 3 clusters Score -4561380 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -4562354.500000 Penalty: 5206.255371
	Iteration 12Q: 3 clusters Score -4562354 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -4562951.500000 Penalty: 5206.255371
	Iteration 13Q: 3 clusters Score -4562952 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -4563374.000000 Penalty: 5206.255371
	Iteration 14Q: 3 clusters Score -4563374 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -4563621.500000 Penalty: 5206.255371
	Iteration 15Q: 3 clusters Score -4563622 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -4563777.500000 Penalty: 5206.255371
	Iteration 16Q: 3 clusters Score -4563778 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -4563891.500000 Penalty: 5206.255371
	Iteration 17Q: 3 clusters Score -4563892 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -4564011.500000 Penalty: 5206.255371
	Iteration 18Q: 3 clusters Score -4564012 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -4564123.000000 Penalty: 5206.255371
	Iteration 19Q: 3 clusters Score -4564123 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -4564225.500000 Penalty: 5206.255371
	Iteration 20F: 3 clusters Score -4564226 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -4564321.000000 Penalty: 5206.255371
	Iteration 21Q: 3 clusters Score -4564321 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -4564405.000000 Penalty: 5206.255371
	Iteration 22Q: 3 clusters Score -4564405 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -4564442.000000 Penalty: 5206.255371
	Iteration 23Q: 3 clusters Score -4564442 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -4564508.000000 Penalty: 5206.255371
	Iteration 24Q: 3 clusters Score -4564508 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -4564535.500000 Penalty: 5206.255371
	Iteration 25Q: 3 clusters Score -4564536 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4564554.000000 Penalty: 5206.255371
	Iteration 26Q: 3 clusters Score -4564554 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -4564578.500000 Penalty: 5206.255371
	Iteration 27Q: 3 clusters Score -4564578 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -4564599.500000 Penalty: 5206.255371
	Iteration 28Q: 3 clusters Score -4564600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -4564614.000000 Penalty: 5206.255371
	Iteration 29Q: 3 clusters Score -4564614 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -4564632.500000 Penalty: 5206.255371
	Iteration 30Q: 3 clusters Score -4564632 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -4564647.500000 Penalty: 5206.255371
	Iteration 31Q: 3 clusters Score -4564648 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -4564671.500000 Penalty: 5206.255371
	Iteration 32Q: 3 clusters Score -4564672 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -4564693.000000 Penalty: 5206.255371
	Iteration 33Q: 3 clusters Score -4564693 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4564703.000000 Penalty: 5206.255371
	Iteration 34Q: 3 clusters Score -4564703 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -4564726.000000 Penalty: 5206.255371
	Iteration 35Q: 3 clusters Score -4564726 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -4564730.000000 Penalty: 5206.255371
	Iteration 36Q: 3 clusters Score -4564730 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -4564743.500000 Penalty: 5206.255371
	Iteration 37Q: 3 clusters Score -4564744 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -4564750.500000 Penalty: 5206.255371
	Iteration 38Q: 3 clusters Score -4564750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4564761.000000 Penalty: 5206.255371
	Iteration 39Q: 3 clusters Score -4564761 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -4564768.000000 Penalty: 5206.255371
	Iteration 40F: 3 clusters Score -4564768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4564765.000000 Penalty: 5206.255371
	Iteration 41Q: 3 clusters Score -4564765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4564768.000000 Penalty: 5206.255371
	Iteration 42Q: 3 clusters Score -4564768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -4564772.000000 Penalty: 5206.255371
	Iteration 43Q: 3 clusters Score -4564772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4564768.000000 Penalty: 5206.255371
	Iteration 44Q: 3 clusters Score -4564768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -4564763.000000 Penalty: 5206.255371
	Iteration 45Q: 3 clusters Score -4564763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4564768.000000 Penalty: 5206.255371
	Iteration 46Q: 3 clusters Score -4564768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4564770.500000 Penalty: 5206.255371
	Iteration 47Q: 3 clusters Score -4564770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -4564774.500000 Penalty: 5206.255371
	Iteration 48Q: 3 clusters Score -4564774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4564775.500000 Penalty: 5206.255371
	Iteration 49Q: 3 clusters Score -4564776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -4564779.000000 Penalty: 5206.255371
	Iteration 50Q: 3 clusters Score -4564779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -4564779.000000 Penalty: 5206.255371
	Iteration 51F: 3 clusters Score -4564779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -328922.187500 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -328922.2 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 1292 members 
Entering Unmasked Estep 
Score: -325951.062500 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -325951.1 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -326720.500000 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -326720.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -327125.750000 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -327125.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -327704.375000 Penalty: 3908.503906
	Iteration 3F: 3 clusters Score -327704.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -328304.531250 Penalty: 3908.503906
	Iteration 4F: 3 clusters Score -328304.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -328754.375000 Penalty: 3908.503906
	Iteration 5F: 3 clusters Score -328754.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -329174.718750 Penalty: 3908.503906
	Iteration 6F: 3 clusters Score -329174.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -329315.968750 Penalty: 3908.503906
	Iteration 7Q: 3 clusters Score -329316 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -329387.750000 Penalty: 3908.503906
	Iteration 8Q: 3 clusters Score -329387.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -329420.562500 Penalty: 3908.503906
	Iteration 9Q: 3 clusters Score -329420.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -329440.937500 Penalty: 3908.503906
	Iteration 10Q: 3 clusters Score -329440.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -329446.750000 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -329446.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -329448.437500 Penalty: 3908.503906
	Iteration 12Q: 3 clusters Score -329448.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -329448.937500 Penalty: 3908.503906
	Iteration 13Q: 3 clusters Score -329448.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -329450.781250 Penalty: 3908.503906
	Iteration 14Q: 3 clusters Score -329450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -329453.750000 Penalty: 3908.503906
	Iteration 15Q: 3 clusters Score -329453.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -329456.406250 Penalty: 3908.503906
	Iteration 16Q: 3 clusters Score -329456.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -329458.406250 Penalty: 3908.503906
	Iteration 17Q: 3 clusters Score -329458.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -329458.406250 Penalty: 3908.503906
	Iteration 18F: 3 clusters Score -329458.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 564 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20237 members 
Mstep: Class 7 contains 273554 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58321 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159841 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 2080 members 
Entering Unmasked Estep 
Score: -90836912.000000 Penalty: 76903.515625
Splitting cluster 2 changes total score from -90837784.000000 to -90836912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -72036.046875 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -72036.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -70337.843750 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -70337.84 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70744.109375 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -70744.11 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -71020.054688 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -71020.05 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71130.460938 Penalty: 3264.684326
	Iteration 3F: 3 clusters Score -71130.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71212.414062 Penalty: 3264.684326
	Iteration 4Q: 3 clusters Score -71212.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -71274.656250 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -71274.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -71305.437500 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -71305.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -71339.812500 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -71339.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -71358.281250 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -71358.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -71370.687500 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -71370.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -71374.562500 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -71374.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -71376.093750 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -71376.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -71376.093750 Penalty: 3264.684326
	Iteration 12F: 3 clusters Score -71376.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Entering Unmasked Estep 
Score: -5344967.500000 Penalty: 2634.016602
	Iteration 0F: 2 clusters Score -5344968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -5317089.500000 Penalty: 5268.033203
	Iteration 0F: 3 clusters Score -5317090 nChanged 18760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -5327558.500000 Penalty: 5268.033203
	Iteration 1F: 3 clusters Score -5327558 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -5328146.000000 Penalty: 5268.033203
	Iteration 2Q: 3 clusters Score -5328146 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -5328806.500000 Penalty: 5268.033203
	Iteration 3Q: 3 clusters Score -5328806 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -5329500.500000 Penalty: 5268.033203
	Iteration 4Q: 3 clusters Score -5329500 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -5330394.000000 Penalty: 5268.033203
	Iteration 5Q: 3 clusters Score -5330394 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -5331626.500000 Penalty: 5268.033203
	Iteration 6F: 3 clusters Score -5331626 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -5333128.000000 Penalty: 5268.033203
	Iteration 7F: 3 clusters Score -5333128 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -5335142.000000 Penalty: 5268.033203
	Iteration 8F: 3 clusters Score -5335142 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -5337444.000000 Penalty: 5268.033203
	Iteration 9F: 3 clusters Score -5337444 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -5339544.000000 Penalty: 5268.033203
	Iteration 10F: 3 clusters Score -5339544 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -5340979.500000 Penalty: 5268.033203
	Iteration 11Q: 3 clusters Score -5340980 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -5341695.500000 Penalty: 5268.033203
	Iteration 12Q: 3 clusters Score -5341696 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -5342034.000000 Penalty: 5268.033203
	Iteration 13Q: 3 clusters Score -5342034 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -5342211.500000 Penalty: 5268.033203
	Iteration 14Q: 3 clusters Score -5342212 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -5342309.500000 Penalty: 5268.033203
	Iteration 15Q: 3 clusters Score -5342310 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -5342360.500000 Penalty: 5268.033203
	Iteration 16Q: 3 clusters Score -5342360 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -5342415.000000 Penalty: 5268.033203
	Iteration 17Q: 3 clusters Score -5342415 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -5342454.500000 Penalty: 5268.033203
	Iteration 18Q: 3 clusters Score -5342454 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -5342465.500000 Penalty: 5268.033203
	Iteration 19Q: 3 clusters Score -5342466 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -5342489.000000 Penalty: 5268.033203
	Iteration 20F: 3 clusters Score -5342489 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -5342504.000000 Penalty: 5268.033203
	Iteration 21Q: 3 clusters Score -5342504 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -5342503.500000 Penalty: 5268.033203
	Iteration 22Q: 3 clusters Score -5342504 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -5342515.000000 Penalty: 5268.033203
	Iteration 23Q: 3 clusters Score -5342515 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -5342525.000000 Penalty: 5268.033203
	Iteration 24Q: 3 clusters Score -5342525 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -5342530.000000 Penalty: 5268.033203
	Iteration 25Q: 3 clusters Score -5342530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -5342528.500000 Penalty: 5268.033203
	Iteration 26Q: 3 clusters Score -5342528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -5342528.500000 Penalty: 5268.033203
	Iteration 27Q: 3 clusters Score -5342528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -5342527.000000 Penalty: 5268.033203
	Iteration 28Q: 3 clusters Score -5342527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -5342535.000000 Penalty: 5268.033203
	Iteration 29Q: 3 clusters Score -5342535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -5342547.000000 Penalty: 5268.033203
	Iteration 30Q: 3 clusters Score -5342547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -5342549.000000 Penalty: 5268.033203
	Iteration 31Q: 3 clusters Score -5342549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -5342543.500000 Penalty: 5268.033203
	Iteration 32Q: 3 clusters Score -5342544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -5342544.000000 Penalty: 5268.033203
	Iteration 33Q: 3 clusters Score -5342544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -5342551.500000 Penalty: 5268.033203
	Iteration 34Q: 3 clusters Score -5342552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -5342560.000000 Penalty: 5268.033203
	Iteration 35Q: 3 clusters Score -5342560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -5342555.000000 Penalty: 5268.033203
	Iteration 36Q: 3 clusters Score -5342555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -5342550.000000 Penalty: 5268.033203
	Iteration 37Q: 3 clusters Score -5342550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -5342557.500000 Penalty: 5268.033203
	Iteration 38Q: 3 clusters Score -5342558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -5342557.500000 Penalty: 5268.033203
	Iteration 39Q: 3 clusters Score -5342558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -5342558.000000 Penalty: 5268.033203
	Iteration 40F: 3 clusters Score -5342558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -5342556.000000 Penalty: 5268.033203
	Iteration 41Q: 3 clusters Score -5342556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -5342564.000000 Penalty: 5268.033203
	Iteration 42Q: 3 clusters Score -5342564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -5342564.000000 Penalty: 5268.033203
	Iteration 43F: 3 clusters Score -5342564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Entering Unmasked Estep 
Score: -3190047.000000 Penalty: 2525.133545
	Iteration 0F: 2 clusters Score -3190047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3171649.000000 Penalty: 5050.267090
	Iteration 0F: 3 clusters Score -3171649 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -3178184.750000 Penalty: 5050.267090
	Iteration 1F: 3 clusters Score -3178185 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3178902.500000 Penalty: 5050.267090
	Iteration 2F: 3 clusters Score -3178902 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -3179631.000000 Penalty: 5050.267090
	Iteration 3F: 3 clusters Score -3179631 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3180470.250000 Penalty: 5050.267090
	Iteration 4F: 3 clusters Score -3180470 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -3181397.000000 Penalty: 5050.267090
	Iteration 5F: 3 clusters Score -3181397 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3182348.500000 Penalty: 5050.267090
	Iteration 6F: 3 clusters Score -3182348 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -3183261.250000 Penalty: 5050.267090
	Iteration 7F: 3 clusters Score -3183261 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3184010.500000 Penalty: 5050.267090
	Iteration 8Q: 3 clusters Score -3184010 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -3184646.250000 Penalty: 5050.267090
	Iteration 9Q: 3 clusters Score -3184646 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -3185172.250000 Penalty: 5050.267090
	Iteration 10Q: 3 clusters Score -3185172 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3185546.250000 Penalty: 5050.267090
	Iteration 11Q: 3 clusters Score -3185546 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -3185780.500000 Penalty: 5050.267090
	Iteration 12Q: 3 clusters Score -3185780 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -3185983.750000 Penalty: 5050.267090
	Iteration 13Q: 3 clusters Score -3185984 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3186125.250000 Penalty: 5050.267090
	Iteration 14Q: 3 clusters Score -3186125 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -3186259.250000 Penalty: 5050.267090
	Iteration 15Q: 3 clusters Score -3186259 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -3186372.000000 Penalty: 5050.267090
	Iteration 16Q: 3 clusters Score -3186372 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -3186481.750000 Penalty: 5050.267090
	Iteration 17Q: 3 clusters Score -3186482 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3186577.500000 Penalty: 5050.267090
	Iteration 18Q: 3 clusters Score -3186578 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3186694.500000 Penalty: 5050.267090
	Iteration 19Q: 3 clusters Score -3186694 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3186819.250000 Penalty: 5050.267090
	Iteration 20F: 3 clusters Score -3186819 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3186949.000000 Penalty: 5050.267090
	Iteration 21Q: 3 clusters Score -3186949 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3187084.250000 Penalty: 5050.267090
	Iteration 22Q: 3 clusters Score -3187084 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3187186.000000 Penalty: 5050.267090
	Iteration 23Q: 3 clusters Score -3187186 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3187282.750000 Penalty: 5050.267090
	Iteration 24Q: 3 clusters Score -3187283 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3187372.750000 Penalty: 5050.267090
	Iteration 25Q: 3 clusters Score -3187373 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3187454.750000 Penalty: 5050.267090
	Iteration 26Q: 3 clusters Score -3187455 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3187522.750000 Penalty: 5050.267090
	Iteration 27Q: 3 clusters Score -3187523 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3187592.000000 Penalty: 5050.267090
	Iteration 28Q: 3 clusters Score -3187592 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3187659.750000 Penalty: 5050.267090
	Iteration 29Q: 3 clusters Score -3187660 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3187729.750000 Penalty: 5050.267090
	Iteration 30Q: 3 clusters Score -3187730 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3187801.000000 Penalty: 5050.267090
	Iteration 31Q: 3 clusters Score -3187801 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3187862.750000 Penalty: 5050.267090
	Iteration 32Q: 3 clusters Score -3187863 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3187910.000000 Penalty: 5050.267090
	Iteration 33Q: 3 clusters Score -3187910 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3187954.250000 Penalty: 5050.267090
	Iteration 34Q: 3 clusters Score -3187954 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3187975.000000 Penalty: 5050.267090
	Iteration 35Q: 3 clusters Score -3187975 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3188002.000000 Penalty: 5050.267090
	Iteration 36Q: 3 clusters Score -3188002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3188027.000000 Penalty: 5050.267090
	Iteration 37Q: 3 clusters Score -3188027 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3188056.000000 Penalty: 5050.267090
	Iteration 38Q: 3 clusters Score -3188056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3188092.500000 Penalty: 5050.267090
	Iteration 39Q: 3 clusters Score -3188092 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3188119.750000 Penalty: 5050.267090
	Iteration 40F: 3 clusters Score -3188120 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3188152.750000 Penalty: 5050.267090
	Iteration 41Q: 3 clusters Score -3188153 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3188171.750000 Penalty: 5050.267090
	Iteration 42Q: 3 clusters Score -3188172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3188197.500000 Penalty: 5050.267090
	Iteration 43Q: 3 clusters Score -3188198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3188208.000000 Penalty: 5050.267090
	Iteration 44Q: 3 clusters Score -3188208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3188218.750000 Penalty: 5050.267090
	Iteration 45Q: 3 clusters Score -3188219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3188216.250000 Penalty: 5050.267090
	Iteration 46Q: 3 clusters Score -3188216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3188219.000000 Penalty: 5050.267090
	Iteration 47Q: 3 clusters Score -3188219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3188224.500000 Penalty: 5050.267090
	Iteration 48Q: 3 clusters Score -3188224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3188219.500000 Penalty: 5050.267090
	Iteration 49Q: 3 clusters Score -3188220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3188223.500000 Penalty: 5050.267090
	Iteration 50Q: 3 clusters Score -3188224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3188226.000000 Penalty: 5050.267090
	Iteration 51Q: 3 clusters Score -3188226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3188227.250000 Penalty: 5050.267090
	Iteration 52Q: 3 clusters Score -3188227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3188227.750000 Penalty: 5050.267090
	Iteration 53Q: 3 clusters Score -3188228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3188227.750000 Penalty: 5050.267090
	Iteration 54F: 3 clusters Score -3188228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Entering Unmasked Estep 
Score: -2678880.750000 Penalty: 2458.986328
	Iteration 0F: 2 clusters Score -2678881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2664603.500000 Penalty: 4917.972656
	Iteration 0F: 3 clusters Score -2664604 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2669474.500000 Penalty: 4917.972656
	Iteration 1F: 3 clusters Score -2669474 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2669874.000000 Penalty: 4917.972656
	Iteration 2F: 3 clusters Score -2669874 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2670218.500000 Penalty: 4917.972656
	Iteration 3Q: 3 clusters Score -2670218 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2670548.750000 Penalty: 4917.972656
	Iteration 4Q: 3 clusters Score -2670549 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2670864.000000 Penalty: 4917.972656
	Iteration 5Q: 3 clusters Score -2670864 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2671174.500000 Penalty: 4917.972656
	Iteration 6Q: 3 clusters Score -2671174 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2671525.250000 Penalty: 4917.972656
	Iteration 7Q: 3 clusters Score -2671525 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2671984.500000 Penalty: 4917.972656
	Iteration 8Q: 3 clusters Score -2671984 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2672575.500000 Penalty: 4917.972656
	Iteration 9Q: 3 clusters Score -2672576 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2673352.500000 Penalty: 4917.972656
	Iteration 10Q: 3 clusters Score -2673352 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2674303.750000 Penalty: 4917.972656
	Iteration 11F: 3 clusters Score -2674304 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2675304.750000 Penalty: 4917.972656
	Iteration 12F: 3 clusters Score -2675305 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2676080.250000 Penalty: 4917.972656
	Iteration 13Q: 3 clusters Score -2676080 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2676633.500000 Penalty: 4917.972656
	Iteration 14Q: 3 clusters Score -2676634 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2676987.500000 Penalty: 4917.972656
	Iteration 15Q: 3 clusters Score -2676988 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2677161.000000 Penalty: 4917.972656
	Iteration 16Q: 3 clusters Score -2677161 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2677268.500000 Penalty: 4917.972656
	Iteration 17Q: 3 clusters Score -2677268 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2677347.500000 Penalty: 4917.972656
	Iteration 18Q: 3 clusters Score -2677348 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2677400.250000 Penalty: 4917.972656
	Iteration 19Q: 3 clusters Score -2677400 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2677459.750000 Penalty: 4917.972656
	Iteration 20F: 3 clusters Score -2677460 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2677510.000000 Penalty: 4917.972656
	Iteration 21Q: 3 clusters Score -2677510 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2677564.000000 Penalty: 4917.972656
	Iteration 22Q: 3 clusters Score -2677564 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2677633.750000 Penalty: 4917.972656
	Iteration 23Q: 3 clusters Score -2677634 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2677698.500000 Penalty: 4917.972656
	Iteration 24Q: 3 clusters Score -2677698 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2677771.250000 Penalty: 4917.972656
	Iteration 25Q: 3 clusters Score -2677771 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2677856.500000 Penalty: 4917.972656
	Iteration 26Q: 3 clusters Score -2677856 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2677954.250000 Penalty: 4917.972656
	Iteration 27Q: 3 clusters Score -2677954 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2678064.250000 Penalty: 4917.972656
	Iteration 28Q: 3 clusters Score -2678064 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2678157.750000 Penalty: 4917.972656
	Iteration 29Q: 3 clusters Score -2678158 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2678219.000000 Penalty: 4917.972656
	Iteration 30Q: 3 clusters Score -2678219 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2678265.750000 Penalty: 4917.972656
	Iteration 31Q: 3 clusters Score -2678266 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2678294.750000 Penalty: 4917.972656
	Iteration 32Q: 3 clusters Score -2678295 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2678312.000000 Penalty: 4917.972656
	Iteration 33Q: 3 clusters Score -2678312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2678330.750000 Penalty: 4917.972656
	Iteration 34Q: 3 clusters Score -2678331 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2678340.250000 Penalty: 4917.972656
	Iteration 35Q: 3 clusters Score -2678340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2678353.000000 Penalty: 4917.972656
	Iteration 36Q: 3 clusters Score -2678353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2678350.750000 Penalty: 4917.972656
	Iteration 37Q: 3 clusters Score -2678351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2678362.000000 Penalty: 4917.972656
	Iteration 38Q: 3 clusters Score -2678362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2678368.000000 Penalty: 4917.972656
	Iteration 39Q: 3 clusters Score -2678368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2678370.500000 Penalty: 4917.972656
	Iteration 40F: 3 clusters Score -2678370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2678369.250000 Penalty: 4917.972656
	Iteration 41Q: 3 clusters Score -2678369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2678372.500000 Penalty: 4917.972656
	Iteration 42Q: 3 clusters Score -2678372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2678374.000000 Penalty: 4917.972656
	Iteration 43Q: 3 clusters Score -2678374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2678377.750000 Penalty: 4917.972656
	Iteration 44Q: 3 clusters Score -2678378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2678374.500000 Penalty: 4917.972656
	Iteration 45Q: 3 clusters Score -2678374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2678376.000000 Penalty: 4917.972656
	Iteration 46Q: 3 clusters Score -2678376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2678376.750000 Penalty: 4917.972656
	Iteration 47Q: 3 clusters Score -2678377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2678376.000000 Penalty: 4917.972656
	Iteration 48Q: 3 clusters Score -2678376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2678382.000000 Penalty: 4917.972656
	Iteration 49Q: 3 clusters Score -2678382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2678386.000000 Penalty: 4917.972656
	Iteration 50Q: 3 clusters Score -2678386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2678382.000000 Penalty: 4917.972656
	Iteration 51Q: 3 clusters Score -2678382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2678384.500000 Penalty: 4917.972656
	Iteration 52Q: 3 clusters Score -2678384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2678380.250000 Penalty: 4917.972656
	Iteration 53Q: 3 clusters Score -2678380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2678385.250000 Penalty: 4917.972656
	Iteration 54Q: 3 clusters Score -2678385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2678382.750000 Penalty: 4917.972656
	Iteration 55Q: 3 clusters Score -2678383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2678381.500000 Penalty: 4917.972656
	Iteration 56Q: 3 clusters Score -2678382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2678380.750000 Penalty: 4917.972656
	Iteration 57Q: 3 clusters Score -2678381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2678382.000000 Penalty: 4917.972656
	Iteration 58Q: 3 clusters Score -2678382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2678379.000000 Penalty: 4917.972656
	Iteration 59Q: 3 clusters Score -2678379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2678382.750000 Penalty: 4917.972656
	Iteration 60F: 3 clusters Score -2678383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (273554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273554 members 
Entering Unmasked Estep 
Score: -35582420.000000 Penalty: 3104.775146
	Iteration 0F: 2 clusters Score -3.558242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136765 members 
Mstep: Class 2 contains 136789 members 
Entering Unmasked Estep 
Score: -35412556.000000 Penalty: 6209.550293
	Iteration 0F: 3 clusters Score -3.541256e+07 nChanged 132357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135498 members 
Mstep: Class 2 contains 138056 members 
Entering Unmasked Estep 
Score: -35490596.000000 Penalty: 6209.550293
	Iteration 1F: 3 clusters Score -3.54906e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134961 members 
Mstep: Class 2 contains 138593 members 
Entering Unmasked Estep 
Score: -35491560.000000 Penalty: 6209.550293
	Iteration 2Q: 3 clusters Score -3.549156e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134122 members 
Mstep: Class 2 contains 139432 members 
Entering Unmasked Estep 
Score: -35492664.000000 Penalty: 6209.550293
	Iteration 3Q: 3 clusters Score -3.549266e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133071 members 
Mstep: Class 2 contains 140483 members 
Entering Unmasked Estep 
Score: -35494492.000000 Penalty: 6209.550293
	Iteration 4Q: 3 clusters Score -3.549449e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131546 members 
Mstep: Class 2 contains 142008 members 
Entering Unmasked Estep 
Score: -35496636.000000 Penalty: 6209.550293
	Iteration 5Q: 3 clusters Score -3.549664e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129319 members 
Mstep: Class 2 contains 144235 members 
Entering Unmasked Estep 
Score: -35499776.000000 Penalty: 6209.550293
	Iteration 6Q: 3 clusters Score -3.549978e+07 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126008 members 
Mstep: Class 2 contains 147546 members 
Entering Unmasked Estep 
Score: -35503900.000000 Penalty: 6209.550293
	Iteration 7Q: 3 clusters Score -3.55039e+07 nChanged 12547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121193 members 
Mstep: Class 2 contains 152361 members 
Entering Unmasked Estep 
Score: -35509832.000000 Penalty: 6209.550293
	Iteration 8Q: 3 clusters Score -3.550983e+07 nChanged 14683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114944 members 
Mstep: Class 2 contains 158610 members 
Entering Unmasked Estep 
Score: -35518792.000000 Penalty: 6209.550293
	Iteration 9F: 3 clusters Score -3.551879e+07 nChanged 16496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108006 members 
Mstep: Class 2 contains 165548 members 
Entering Unmasked Estep 
Score: -35530316.000000 Penalty: 6209.550293
	Iteration 10F: 3 clusters Score -3.553032e+07 nChanged 16525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102149 members 
Mstep: Class 2 contains 171405 members 
Entering Unmasked Estep 
Score: -35542380.000000 Penalty: 6209.550293
	Iteration 11F: 3 clusters Score -3.554238e+07 nChanged 13993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97850 members 
Mstep: Class 2 contains 175704 members 
Entering Unmasked Estep 
Score: -35550284.000000 Penalty: 6209.550293
	Iteration 12F: 3 clusters Score -3.555028e+07 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 179157 members 
Entering Unmasked Estep 
Score: -35553344.000000 Penalty: 6209.550293
	Iteration 13Q: 3 clusters Score -3.555334e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91058 members 
Mstep: Class 2 contains 182496 members 
Entering Unmasked Estep 
Score: -35554684.000000 Penalty: 6209.550293
	Iteration 14Q: 3 clusters Score -3.555468e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87562 members 
Mstep: Class 2 contains 185992 members 
Entering Unmasked Estep 
Score: -35555732.000000 Penalty: 6209.550293
	Iteration 15Q: 3 clusters Score -3.555573e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83970 members 
Mstep: Class 2 contains 189584 members 
Entering Unmasked Estep 
Score: -35556652.000000 Penalty: 6209.550293
	Iteration 16Q: 3 clusters Score -3.555665e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80235 members 
Mstep: Class 2 contains 193319 members 
Entering Unmasked Estep 
Score: -35557684.000000 Penalty: 6209.550293
	Iteration 17Q: 3 clusters Score -3.555768e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76373 members 
Mstep: Class 2 contains 197181 members 
Entering Unmasked Estep 
Score: -35558700.000000 Penalty: 6209.550293
	Iteration 18Q: 3 clusters Score -3.55587e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72476 members 
Mstep: Class 2 contains 201078 members 
Entering Unmasked Estep 
Score: -35559684.000000 Penalty: 6209.550293
	Iteration 19Q: 3 clusters Score -3.555968e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68510 members 
Mstep: Class 2 contains 205044 members 
Entering Unmasked Estep 
Score: -35561004.000000 Penalty: 6209.550293
	Iteration 20F: 3 clusters Score -3.5561e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64408 members 
Mstep: Class 2 contains 209146 members 
Entering Unmasked Estep 
Score: -35562396.000000 Penalty: 6209.550293
	Iteration 21Q: 3 clusters Score -3.55624e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 213193 members 
Entering Unmasked Estep 
Score: -35563804.000000 Penalty: 6209.550293
	Iteration 22Q: 3 clusters Score -3.55638e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56346 members 
Mstep: Class 2 contains 217208 members 
Entering Unmasked Estep 
Score: -35565232.000000 Penalty: 6209.550293
	Iteration 23Q: 3 clusters Score -3.556523e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52640 members 
Mstep: Class 2 contains 220914 members 
Entering Unmasked Estep 
Score: -35566416.000000 Penalty: 6209.550293
	Iteration 24Q: 3 clusters Score -3.556642e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 224509 members 
Entering Unmasked Estep 
Score: -35567420.000000 Penalty: 6209.550293
	Iteration 25Q: 3 clusters Score -3.556742e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 227986 members 
Entering Unmasked Estep 
Score: -35568768.000000 Penalty: 6209.550293
	Iteration 26Q: 3 clusters Score -3.556877e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 231283 members 
Entering Unmasked Estep 
Score: -35570080.000000 Penalty: 6209.550293
	Iteration 27Q: 3 clusters Score -3.557008e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 234436 members 
Entering Unmasked Estep 
Score: -35570980.000000 Penalty: 6209.550293
	Iteration 28Q: 3 clusters Score -3.557098e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 237470 members 
Entering Unmasked Estep 
Score: -35572088.000000 Penalty: 6209.550293
	Iteration 29Q: 3 clusters Score -3.557209e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 240276 members 
Entering Unmasked Estep 
Score: -35572796.000000 Penalty: 6209.550293
	Iteration 30Q: 3 clusters Score -3.55728e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 242797 members 
Entering Unmasked Estep 
Score: -35573424.000000 Penalty: 6209.550293
	Iteration 31Q: 3 clusters Score -3.557342e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 245216 members 
Entering Unmasked Estep 
Score: -35574128.000000 Penalty: 6209.550293
	Iteration 32Q: 3 clusters Score -3.557413e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 247409 members 
Entering Unmasked Estep 
Score: -35574640.000000 Penalty: 6209.550293
	Iteration 33Q: 3 clusters Score -3.557464e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 249385 members 
Entering Unmasked Estep 
Score: -35575068.000000 Penalty: 6209.550293
	Iteration 34Q: 3 clusters Score -3.557507e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 251238 members 
Entering Unmasked Estep 
Score: -35575680.000000 Penalty: 6209.550293
	Iteration 35Q: 3 clusters Score -3.557568e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 252899 members 
Entering Unmasked Estep 
Score: -35575840.000000 Penalty: 6209.550293
	Iteration 36Q: 3 clusters Score -3.557584e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 254454 members 
Entering Unmasked Estep 
Score: -35576236.000000 Penalty: 6209.550293
	Iteration 37Q: 3 clusters Score -3.557624e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 255924 members 
Entering Unmasked Estep 
Score: -35576376.000000 Penalty: 6209.550293
	Iteration 38Q: 3 clusters Score -3.557638e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 257350 members 
Entering Unmasked Estep 
Score: -35576720.000000 Penalty: 6209.550293
	Iteration 39Q: 3 clusters Score -3.557672e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 258583 members 
Entering Unmasked Estep 
Score: -35576956.000000 Penalty: 6209.550293
	Iteration 40F: 3 clusters Score -3.557696e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 259702 members 
Entering Unmasked Estep 
Score: -35577296.000000 Penalty: 6209.550293
	Iteration 41Q: 3 clusters Score -3.55773e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 260719 members 
Entering Unmasked Estep 
Score: -35577568.000000 Penalty: 6209.550293
	Iteration 42Q: 3 clusters Score -3.557757e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 261696 members 
Entering Unmasked Estep 
Score: -35577676.000000 Penalty: 6209.550293
	Iteration 43Q: 3 clusters Score -3.557768e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 262630 members 
Entering Unmasked Estep 
Score: -35577832.000000 Penalty: 6209.550293
	Iteration 44Q: 3 clusters Score -3.557783e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 263523 members 
Entering Unmasked Estep 
Score: -35578044.000000 Penalty: 6209.550293
	Iteration 45Q: 3 clusters Score -3.557804e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 264315 members 
Entering Unmasked Estep 
Score: -35578320.000000 Penalty: 6209.550293
	Iteration 46Q: 3 clusters Score -3.557832e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 265069 members 
Entering Unmasked Estep 
Score: -35578432.000000 Penalty: 6209.550293
	Iteration 47Q: 3 clusters Score -3.557843e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 265753 members 
Entering Unmasked Estep 
Score: -35578828.000000 Penalty: 6209.550293
	Iteration 48Q: 3 clusters Score -3.557883e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 266383 members 
Entering Unmasked Estep 
Score: -35578856.000000 Penalty: 6209.550293
	Iteration 49Q: 3 clusters Score -3.557886e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 266912 members 
Entering Unmasked Estep 
Score: -35578928.000000 Penalty: 6209.550293
	Iteration 50Q: 3 clusters Score -3.557893e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 267418 members 
Entering Unmasked Estep 
Score: -35579036.000000 Penalty: 6209.550293
	Iteration 51Q: 3 clusters Score -3.557904e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 267875 members 
Entering Unmasked Estep 
Score: -35579016.000000 Penalty: 6209.550293
	Iteration 52Q: 3 clusters Score -3.557902e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 268289 members 
Entering Unmasked Estep 
Score: -35579120.000000 Penalty: 6209.550293
	Iteration 53Q: 3 clusters Score -3.557912e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 268706 members 
Entering Unmasked Estep 
Score: -35579252.000000 Penalty: 6209.550293
	Iteration 54Q: 3 clusters Score -3.557925e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 269089 members 
Entering Unmasked Estep 
Score: -35579248.000000 Penalty: 6209.550293
	Iteration 55Q: 3 clusters Score -3.557925e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 269459 members 
Entering Unmasked Estep 
Score: -35579320.000000 Penalty: 6209.550293
	Iteration 56Q: 3 clusters Score -3.557932e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 269762 members 
Entering Unmasked Estep 
Score: -35579400.000000 Penalty: 6209.550293
	Iteration 57Q: 3 clusters Score -3.55794e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 270055 members 
Entering Unmasked Estep 
Score: -35579424.000000 Penalty: 6209.550293
	Iteration 58Q: 3 clusters Score -3.557942e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 270313 members 
Entering Unmasked Estep 
Score: -35579492.000000 Penalty: 6209.550293
	Iteration 59Q: 3 clusters Score -3.557949e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 270527 members 
Entering Unmasked Estep 
Score: -35579588.000000 Penalty: 6209.550293
	Iteration 60F: 3 clusters Score -3.557959e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 270746 members 
Entering Unmasked Estep 
Score: -35579664.000000 Penalty: 6209.550293
	Iteration 61Q: 3 clusters Score -3.557966e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 270926 members 
Entering Unmasked Estep 
Score: -35579636.000000 Penalty: 6209.550293
	Iteration 62Q: 3 clusters Score -3.557964e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 271074 members 
Entering Unmasked Estep 
Score: -35579640.000000 Penalty: 6209.550293
	Iteration 63Q: 3 clusters Score -3.557964e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 271221 members 
Entering Unmasked Estep 
Score: -35579764.000000 Penalty: 6209.550293
	Iteration 64Q: 3 clusters Score -3.557976e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 271356 members 
Entering Unmasked Estep 
Score: -35579744.000000 Penalty: 6209.550293
	Iteration 65Q: 3 clusters Score -3.557974e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 271465 members 
Entering Unmasked Estep 
Score: -35579788.000000 Penalty: 6209.550293
	Iteration 66Q: 3 clusters Score -3.557979e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 271567 members 
Entering Unmasked Estep 
Score: -35579784.000000 Penalty: 6209.550293
	Iteration 67Q: 3 clusters Score -3.557978e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 271653 members 
Entering Unmasked Estep 
Score: -35579764.000000 Penalty: 6209.550293
	Iteration 68Q: 3 clusters Score -3.557976e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 271734 members 
Entering Unmasked Estep 
Score: -35579812.000000 Penalty: 6209.550293
	Iteration 69Q: 3 clusters Score -3.557981e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 271800 members 
Entering Unmasked Estep 
Score: -35579792.000000 Penalty: 6209.550293
	Iteration 70Q: 3 clusters Score -3.557979e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 271861 members 
Entering Unmasked Estep 
Score: -35579800.000000 Penalty: 6209.550293
	Iteration 71Q: 3 clusters Score -3.55798e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 271914 members 
Entering Unmasked Estep 
Score: -35579808.000000 Penalty: 6209.550293
	Iteration 72Q: 3 clusters Score -3.557981e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 271961 members 
Entering Unmasked Estep 
Score: -35579772.000000 Penalty: 6209.550293
	Iteration 73Q: 3 clusters Score -3.557977e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 272004 members 
Entering Unmasked Estep 
Score: -35579816.000000 Penalty: 6209.550293
	Iteration 74Q: 3 clusters Score -3.557982e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 272050 members 
Entering Unmasked Estep 
Score: -35579864.000000 Penalty: 6209.550293
	Iteration 75Q: 3 clusters Score -3.557986e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 272091 members 
Entering Unmasked Estep 
Score: -35579856.000000 Penalty: 6209.550293
	Iteration 76Q: 3 clusters Score -3.557986e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 272129 members 
Entering Unmasked Estep 
Score: -35579872.000000 Penalty: 6209.550293
	Iteration 77Q: 3 clusters Score -3.557987e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 272172 members 
Entering Unmasked Estep 
Score: -35579904.000000 Penalty: 6209.550293
	Iteration 78Q: 3 clusters Score -3.55799e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 272206 members 
Entering Unmasked Estep 
Score: -35579892.000000 Penalty: 6209.550293
	Iteration 79Q: 3 clusters Score -3.557989e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 272243 members 
Entering Unmasked Estep 
Score: -35579896.000000 Penalty: 6209.550293
	Iteration 80F: 3 clusters Score -3.55799e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 272275 members 
Entering Unmasked Estep 
Score: -35579912.000000 Penalty: 6209.550293
	Iteration 81Q: 3 clusters Score -3.557991e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 272295 members 
Entering Unmasked Estep 
Score: -35579900.000000 Penalty: 6209.550293
	Iteration 82Q: 3 clusters Score -3.55799e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 272320 members 
Entering Unmasked Estep 
Score: -35579912.000000 Penalty: 6209.550293
	Iteration 83Q: 3 clusters Score -3.557991e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 272351 members 
Entering Unmasked Estep 
Score: -35579912.000000 Penalty: 6209.550293
	Iteration 84Q: 3 clusters Score -3.557991e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 272378 members 
Entering Unmasked Estep 
Score: -35579944.000000 Penalty: 6209.550293
	Iteration 85Q: 3 clusters Score -3.557994e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 272405 members 
Entering Unmasked Estep 
Score: -35579988.000000 Penalty: 6209.550293
	Iteration 86Q: 3 clusters Score -3.557999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 272422 members 
Entering Unmasked Estep 
Score: -35579968.000000 Penalty: 6209.550293
	Iteration 87Q: 3 clusters Score -3.557997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 272436 members 
Entering Unmasked Estep 
Score: -35579956.000000 Penalty: 6209.550293
	Iteration 88Q: 3 clusters Score -3.557996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 272454 members 
Entering Unmasked Estep 
Score: -35579964.000000 Penalty: 6209.550293
	Iteration 89Q: 3 clusters Score -3.557996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 272461 members 
Entering Unmasked Estep 
Score: -35579972.000000 Penalty: 6209.550293
	Iteration 90Q: 3 clusters Score -3.557997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 272472 members 
Entering Unmasked Estep 
Score: -35579980.000000 Penalty: 6209.550293
	Iteration 91Q: 3 clusters Score -3.557998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 272481 members 
Entering Unmasked Estep 
Score: -35579976.000000 Penalty: 6209.550293
	Iteration 92Q: 3 clusters Score -3.557998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 272485 members 
Entering Unmasked Estep 
Score: -35579984.000000 Penalty: 6209.550293
	Iteration 93Q: 3 clusters Score -3.557998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 272489 members 
Entering Unmasked Estep 
Score: -35579968.000000 Penalty: 6209.550293
	Iteration 94Q: 3 clusters Score -3.557997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 272494 members 
Entering Unmasked Estep 
Score: -35579980.000000 Penalty: 6209.550293
	Iteration 95Q: 3 clusters Score -3.557998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 272498 members 
Entering Unmasked Estep 
Score: -35579976.000000 Penalty: 6209.550293
	Iteration 96Q: 3 clusters Score -3.557998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 272502 members 
Entering Unmasked Estep 
Score: -35579996.000000 Penalty: 6209.550293
	Iteration 97Q: 3 clusters Score -3.558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 272504 members 
Entering Unmasked Estep 
Score: -35579960.000000 Penalty: 6209.550293
	Iteration 98Q: 3 clusters Score -3.557996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 272506 members 
Entering Unmasked Estep 
Score: -35579976.000000 Penalty: 6209.550293
	Iteration 99Q: 3 clusters Score -3.557998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 272507 members 
Entering Unmasked Estep 
Score: -35580000.000000 Penalty: 6209.550293
	Iteration 100F: 3 clusters Score -3.558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 272507 members 
Entering Unmasked Estep 
Score: -35580012.000000 Penalty: 6209.550293
	Iteration 101Q: 3 clusters Score -3.558001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 272508 members 
Entering Unmasked Estep 
Score: -35580004.000000 Penalty: 6209.550293
	Iteration 102Q: 3 clusters Score -3.558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 272509 members 
Entering Unmasked Estep 
Score: -35580012.000000 Penalty: 6209.550293
	Iteration 103Q: 3 clusters Score -3.558001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 272512 members 
Entering Unmasked Estep 
Score: -35580024.000000 Penalty: 6209.550293
	Iteration 104Q: 3 clusters Score -3.558002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 272515 members 
Entering Unmasked Estep 
Score: -35580024.000000 Penalty: 6209.550293
	Iteration 105Q: 3 clusters Score -3.558002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 272516 members 
Entering Unmasked Estep 
Score: -35580028.000000 Penalty: 6209.550293
	Iteration 106Q: 3 clusters Score -3.558003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 272517 members 
Entering Unmasked Estep 
Score: -35580008.000000 Penalty: 6209.550293
	Iteration 107Q: 3 clusters Score -3.558001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 272518 members 
Entering Unmasked Estep 
Score: -35580008.000000 Penalty: 6209.550293
	Iteration 108Q: 3 clusters Score -3.558001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 272520 members 
Entering Unmasked Estep 
Score: -35580020.000000 Penalty: 6209.550293
	Iteration 109Q: 3 clusters Score -3.558002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 272523 members 
Entering Unmasked Estep 
Score: -35580008.000000 Penalty: 6209.550293
	Iteration 110Q: 3 clusters Score -3.558001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 272526 members 
Entering Unmasked Estep 
Score: -35580040.000000 Penalty: 6209.550293
	Iteration 111Q: 3 clusters Score -3.558004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 272532 members 
Entering Unmasked Estep 
Score: -35580000.000000 Penalty: 6209.550293
	Iteration 112Q: 3 clusters Score -3.558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 272535 members 
Entering Unmasked Estep 
Score: -35580032.000000 Penalty: 6209.550293
	Iteration 113Q: 3 clusters Score -3.558003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 272540 members 
Entering Unmasked Estep 
Score: -35580000.000000 Penalty: 6209.550293
	Iteration 114Q: 3 clusters Score -3.558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 272543 members 
Entering Unmasked Estep 
Score: -35579988.000000 Penalty: 6209.550293
	Iteration 115Q: 3 clusters Score -3.557999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 272548 members 
Entering Unmasked Estep 
Score: -35580008.000000 Penalty: 6209.550293
	Iteration 116Q: 3 clusters Score -3.558001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 272550 members 
Entering Unmasked Estep 
Score: -35580004.000000 Penalty: 6209.550293
	Iteration 117Q: 3 clusters Score -3.558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 272549 members 
Entering Unmasked Estep 
Score: -35580016.000000 Penalty: 6209.550293
	Iteration 118Q: 3 clusters Score -3.558002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 272549 members 
Entering Unmasked Estep 
Score: -35580016.000000 Penalty: 6209.550293
	Iteration 119F: 3 clusters Score -3.558002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Entering Unmasked Estep 
Score: -5138581.500000 Penalty: 2629.054199
	Iteration 0F: 2 clusters Score -5138582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -5111243.500000 Penalty: 5258.108398
	Iteration 0F: 3 clusters Score -5111244 nChanged 18448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -5121414.000000 Penalty: 5258.108398
	Iteration 1F: 3 clusters Score -5121414 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -5122005.000000 Penalty: 5258.108398
	Iteration 2Q: 3 clusters Score -5122005 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -5122646.000000 Penalty: 5258.108398
	Iteration 3Q: 3 clusters Score -5122646 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -5123587.500000 Penalty: 5258.108398
	Iteration 4Q: 3 clusters Score -5123588 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -5124936.000000 Penalty: 5258.108398
	Iteration 5F: 3 clusters Score -5124936 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -5127144.500000 Penalty: 5258.108398
	Iteration 6F: 3 clusters Score -5127144 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -5129976.000000 Penalty: 5258.108398
	Iteration 7F: 3 clusters Score -5129976 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -5132732.500000 Penalty: 5258.108398
	Iteration 8F: 3 clusters Score -5132732 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -5134694.000000 Penalty: 5258.108398
	Iteration 9F: 3 clusters Score -5134694 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -5135804.000000 Penalty: 5258.108398
	Iteration 10Q: 3 clusters Score -5135804 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -5136409.500000 Penalty: 5258.108398
	Iteration 11Q: 3 clusters Score -5136410 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -5136627.000000 Penalty: 5258.108398
	Iteration 12Q: 3 clusters Score -5136627 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -5136741.000000 Penalty: 5258.108398
	Iteration 13Q: 3 clusters Score -5136741 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -5136810.500000 Penalty: 5258.108398
	Iteration 14Q: 3 clusters Score -5136810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -5136852.500000 Penalty: 5258.108398
	Iteration 15Q: 3 clusters Score -5136852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -5136860.500000 Penalty: 5258.108398
	Iteration 16Q: 3 clusters Score -5136860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -5136870.500000 Penalty: 5258.108398
	Iteration 17Q: 3 clusters Score -5136870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -5136866.500000 Penalty: 5258.108398
	Iteration 18Q: 3 clusters Score -5136866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -5136884.500000 Penalty: 5258.108398
	Iteration 19Q: 3 clusters Score -5136884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -5136890.500000 Penalty: 5258.108398
	Iteration 20F: 3 clusters Score -5136890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -5136893.000000 Penalty: 5258.108398
	Iteration 21Q: 3 clusters Score -5136893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -5136898.500000 Penalty: 5258.108398
	Iteration 22Q: 3 clusters Score -5136898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -5136904.500000 Penalty: 5258.108398
	Iteration 23Q: 3 clusters Score -5136904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -5136904.000000 Penalty: 5258.108398
	Iteration 24Q: 3 clusters Score -5136904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -5136901.500000 Penalty: 5258.108398
	Iteration 25Q: 3 clusters Score -5136902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -5136901.000000 Penalty: 5258.108398
	Iteration 26Q: 3 clusters Score -5136901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -5136904.000000 Penalty: 5258.108398
	Iteration 27Q: 3 clusters Score -5136904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -5136910.000000 Penalty: 5258.108398
	Iteration 28Q: 3 clusters Score -5136910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -5136910.000000 Penalty: 5258.108398
	Iteration 29F: 3 clusters Score -5136910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Entering Unmasked Estep 
Score: -156493.453125 Penalty: 1788.099731
	Iteration 0F: 2 clusters Score -156493.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -154441.000000 Penalty: 3576.199463
	Iteration 0F: 3 clusters Score -154441 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -155119.750000 Penalty: 3576.199463
	Iteration 1F: 3 clusters Score -155119.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -155524.015625 Penalty: 3576.199463
	Iteration 2F: 3 clusters Score -155524 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -155714.140625 Penalty: 3576.199463
	Iteration 3F: 3 clusters Score -155714.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -155814.000000 Penalty: 3576.199463
	Iteration 4Q: 3 clusters Score -155814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -155863.078125 Penalty: 3576.199463
	Iteration 5Q: 3 clusters Score -155863.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -155913.968750 Penalty: 3576.199463
	Iteration 6Q: 3 clusters Score -155914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -155958.671875 Penalty: 3576.199463
	Iteration 7Q: 3 clusters Score -155958.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -155998.312500 Penalty: 3576.199463
	Iteration 8Q: 3 clusters Score -155998.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -156021.156250 Penalty: 3576.199463
	Iteration 9Q: 3 clusters Score -156021.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -156039.578125 Penalty: 3576.199463
	Iteration 10Q: 3 clusters Score -156039.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -156056.906250 Penalty: 3576.199463
	Iteration 11Q: 3 clusters Score -156056.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -156065.546875 Penalty: 3576.199463
	Iteration 12Q: 3 clusters Score -156065.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -156067.515625 Penalty: 3576.199463
	Iteration 13Q: 3 clusters Score -156067.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -156071.265625 Penalty: 3576.199463
	Iteration 14Q: 3 clusters Score -156071.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -156073.125000 Penalty: 3576.199463
	Iteration 15Q: 3 clusters Score -156073.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -156075.640625 Penalty: 3576.199463
	Iteration 16Q: 3 clusters Score -156075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -156078.031250 Penalty: 3576.199463
	Iteration 17Q: 3 clusters Score -156078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -156086.828125 Penalty: 3576.199463
	Iteration 18Q: 3 clusters Score -156086.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -156089.218750 Penalty: 3576.199463
	Iteration 19Q: 3 clusters Score -156089.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -156089.218750 Penalty: 3576.199463
	Iteration 20F: 3 clusters Score -156089.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Entering Unmasked Estep 
Score: -760191.562500 Penalty: 2180.401611
	Iteration 0F: 2 clusters Score -760191.6 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 3282 members 
Entering Unmasked Estep 
Score: -754714.875000 Penalty: 4360.803223
	Iteration 0F: 3 clusters Score -754714.9 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -756157.937500 Penalty: 4360.803223
	Iteration 1F: 3 clusters Score -756157.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -756477.312500 Penalty: 4360.803223
	Iteration 2F: 3 clusters Score -756477.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -756717.000000 Penalty: 4360.803223
	Iteration 3F: 3 clusters Score -756717 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -756903.875000 Penalty: 4360.803223
	Iteration 4Q: 3 clusters Score -756903.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -757040.562500 Penalty: 4360.803223
	Iteration 5Q: 3 clusters Score -757040.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -757153.125000 Penalty: 4360.803223
	Iteration 6Q: 3 clusters Score -757153.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -757263.562500 Penalty: 4360.803223
	Iteration 7Q: 3 clusters Score -757263.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -757373.312500 Penalty: 4360.803223
	Iteration 8Q: 3 clusters Score -757373.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -757478.125000 Penalty: 4360.803223
	Iteration 9Q: 3 clusters Score -757478.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -757566.562500 Penalty: 4360.803223
	Iteration 10Q: 3 clusters Score -757566.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -757645.625000 Penalty: 4360.803223
	Iteration 11Q: 3 clusters Score -757645.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -757722.062500 Penalty: 4360.803223
	Iteration 12Q: 3 clusters Score -757722.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -757793.562500 Penalty: 4360.803223
	Iteration 13Q: 3 clusters Score -757793.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -757861.875000 Penalty: 4360.803223
	Iteration 14Q: 3 clusters Score -757861.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -757928.562500 Penalty: 4360.803223
	Iteration 15Q: 3 clusters Score -757928.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -757990.312500 Penalty: 4360.803223
	Iteration 16Q: 3 clusters Score -757990.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -758051.062500 Penalty: 4360.803223
	Iteration 17Q: 3 clusters Score -758051.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -758104.375000 Penalty: 4360.803223
	Iteration 18Q: 3 clusters Score -758104.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -758159.062500 Penalty: 4360.803223
	Iteration 19Q: 3 clusters Score -758159.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -758208.437500 Penalty: 4360.803223
	Iteration 20F: 3 clusters Score -758208.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -758244.187500 Penalty: 4360.803223
	Iteration 21Q: 3 clusters Score -758244.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -758272.687500 Penalty: 4360.803223
	Iteration 22Q: 3 clusters Score -758272.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -758291.375000 Penalty: 4360.803223
	Iteration 23Q: 3 clusters Score -758291.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -758308.187500 Penalty: 4360.803223
	Iteration 24Q: 3 clusters Score -758308.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -758327.000000 Penalty: 4360.803223
	Iteration 25Q: 3 clusters Score -758327 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -758356.250000 Penalty: 4360.803223
	Iteration 26Q: 3 clusters Score -758356.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -758385.687500 Penalty: 4360.803223
	Iteration 27Q: 3 clusters Score -758385.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -758420.312500 Penalty: 4360.803223
	Iteration 28Q: 3 clusters Score -758420.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -758460.625000 Penalty: 4360.803223
	Iteration 29Q: 3 clusters Score -758460.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -758492.750000 Penalty: 4360.803223
	Iteration 30Q: 3 clusters Score -758492.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -758519.687500 Penalty: 4360.803223
	Iteration 31Q: 3 clusters Score -758519.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -758540.687500 Penalty: 4360.803223
	Iteration 32Q: 3 clusters Score -758540.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -758559.125000 Penalty: 4360.803223
	Iteration 33Q: 3 clusters Score -758559.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -758578.375000 Penalty: 4360.803223
	Iteration 34Q: 3 clusters Score -758578.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -758597.000000 Penalty: 4360.803223
	Iteration 35Q: 3 clusters Score -758597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -758612.500000 Penalty: 4360.803223
	Iteration 36Q: 3 clusters Score -758612.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -758626.750000 Penalty: 4360.803223
	Iteration 37Q: 3 clusters Score -758626.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -758638.375000 Penalty: 4360.803223
	Iteration 38Q: 3 clusters Score -758638.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -758647.125000 Penalty: 4360.803223
	Iteration 39Q: 3 clusters Score -758647.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -758655.125000 Penalty: 4360.803223
	Iteration 40F: 3 clusters Score -758655.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -758660.125000 Penalty: 4360.803223
	Iteration 41Q: 3 clusters Score -758660.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -758666.437500 Penalty: 4360.803223
	Iteration 42Q: 3 clusters Score -758666.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -758675.250000 Penalty: 4360.803223
	Iteration 43Q: 3 clusters Score -758675.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -758681.312500 Penalty: 4360.803223
	Iteration 44Q: 3 clusters Score -758681.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -758681.250000 Penalty: 4360.803223
	Iteration 45Q: 3 clusters Score -758681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -758680.187500 Penalty: 4360.803223
	Iteration 46Q: 3 clusters Score -758680.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -758682.312500 Penalty: 4360.803223
	Iteration 47Q: 3 clusters Score -758682.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -758682.312500 Penalty: 4360.803223
	Iteration 48F: 3 clusters Score -758682.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Entering Unmasked Estep 
Score: -737122.687500 Penalty: 2152.258301
	Iteration 0F: 2 clusters Score -737122.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -732022.250000 Penalty: 4304.516602
	Iteration 0F: 3 clusters Score -732022.2 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -733333.750000 Penalty: 4304.516602
	Iteration 1F: 3 clusters Score -733333.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -733728.750000 Penalty: 4304.516602
	Iteration 2F: 3 clusters Score -733728.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -734064.437500 Penalty: 4304.516602
	Iteration 3F: 3 clusters Score -734064.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -734369.437500 Penalty: 4304.516602
	Iteration 4F: 3 clusters Score -734369.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -734636.937500 Penalty: 4304.516602
	Iteration 5F: 3 clusters Score -734636.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -734886.375000 Penalty: 4304.516602
	Iteration 6F: 3 clusters Score -734886.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -735131.375000 Penalty: 4304.516602
	Iteration 7F: 3 clusters Score -735131.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -735322.125000 Penalty: 4304.516602
	Iteration 8Q: 3 clusters Score -735322.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -735480.250000 Penalty: 4304.516602
	Iteration 9Q: 3 clusters Score -735480.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -735581.250000 Penalty: 4304.516602
	Iteration 10Q: 3 clusters Score -735581.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -735648.062500 Penalty: 4304.516602
	Iteration 11Q: 3 clusters Score -735648.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -735702.125000 Penalty: 4304.516602
	Iteration 12Q: 3 clusters Score -735702.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -735759.125000 Penalty: 4304.516602
	Iteration 13Q: 3 clusters Score -735759.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -735795.687500 Penalty: 4304.516602
	Iteration 14Q: 3 clusters Score -735795.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -735818.250000 Penalty: 4304.516602
	Iteration 15Q: 3 clusters Score -735818.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -735833.687500 Penalty: 4304.516602
	Iteration 16Q: 3 clusters Score -735833.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -735843.375000 Penalty: 4304.516602
	Iteration 17Q: 3 clusters Score -735843.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -735855.812500 Penalty: 4304.516602
	Iteration 18Q: 3 clusters Score -735855.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -735867.250000 Penalty: 4304.516602
	Iteration 19Q: 3 clusters Score -735867.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -735875.875000 Penalty: 4304.516602
	Iteration 20F: 3 clusters Score -735875.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -735881.937500 Penalty: 4304.516602
	Iteration 21Q: 3 clusters Score -735881.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -735883.750000 Penalty: 4304.516602
	Iteration 22Q: 3 clusters Score -735883.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -735890.062500 Penalty: 4304.516602
	Iteration 23Q: 3 clusters Score -735890.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -735895.812500 Penalty: 4304.516602
	Iteration 24Q: 3 clusters Score -735895.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -735898.375000 Penalty: 4304.516602
	Iteration 25Q: 3 clusters Score -735898.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -735899.937500 Penalty: 4304.516602
	Iteration 26Q: 3 clusters Score -735899.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -735902.187500 Penalty: 4304.516602
	Iteration 27Q: 3 clusters Score -735902.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -735902.500000 Penalty: 4304.516602
	Iteration 28Q: 3 clusters Score -735902.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -735903.000000 Penalty: 4304.516602
	Iteration 29Q: 3 clusters Score -735903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -735904.125000 Penalty: 4304.516602
	Iteration 30Q: 3 clusters Score -735904.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -735904.875000 Penalty: 4304.516602
	Iteration 31Q: 3 clusters Score -735904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -735906.187500 Penalty: 4304.516602
	Iteration 32Q: 3 clusters Score -735906.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -735905.687500 Penalty: 4304.516602
	Iteration 33Q: 3 clusters Score -735905.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -735906.437500 Penalty: 4304.516602
	Iteration 34Q: 3 clusters Score -735906.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -735906.437500 Penalty: 4304.516602
	Iteration 35F: 3 clusters Score -735906.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Entering Unmasked Estep 
Score: -715830.625000 Penalty: 2133.999756
	Iteration 0F: 2 clusters Score -715830.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -711060.000000 Penalty: 4267.999512
	Iteration 0F: 3 clusters Score -711060 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -712162.937500 Penalty: 4267.999512
	Iteration 1F: 3 clusters Score -712162.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -712345.875000 Penalty: 4267.999512
	Iteration 2F: 3 clusters Score -712345.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -712448.250000 Penalty: 4267.999512
	Iteration 3Q: 3 clusters Score -712448.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -712513.875000 Penalty: 4267.999512
	Iteration 4Q: 3 clusters Score -712513.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -712566.500000 Penalty: 4267.999512
	Iteration 5Q: 3 clusters Score -712566.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -712605.187500 Penalty: 4267.999512
	Iteration 6Q: 3 clusters Score -712605.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -712629.250000 Penalty: 4267.999512
	Iteration 7Q: 3 clusters Score -712629.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -712645.625000 Penalty: 4267.999512
	Iteration 8Q: 3 clusters Score -712645.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -712658.312500 Penalty: 4267.999512
	Iteration 9Q: 3 clusters Score -712658.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -712669.125000 Penalty: 4267.999512
	Iteration 10Q: 3 clusters Score -712669.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -712676.562500 Penalty: 4267.999512
	Iteration 11Q: 3 clusters Score -712676.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -712680.750000 Penalty: 4267.999512
	Iteration 12Q: 3 clusters Score -712680.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -712686.750000 Penalty: 4267.999512
	Iteration 13Q: 3 clusters Score -712686.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -712692.000000 Penalty: 4267.999512
	Iteration 14Q: 3 clusters Score -712692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -712697.937500 Penalty: 4267.999512
	Iteration 15Q: 3 clusters Score -712697.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -712703.625000 Penalty: 4267.999512
	Iteration 16Q: 3 clusters Score -712703.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -712708.125000 Penalty: 4267.999512
	Iteration 17Q: 3 clusters Score -712708.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -712711.875000 Penalty: 4267.999512
	Iteration 18Q: 3 clusters Score -712711.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -712715.937500 Penalty: 4267.999512
	Iteration 19Q: 3 clusters Score -712715.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -712717.062500 Penalty: 4267.999512
	Iteration 20F: 3 clusters Score -712717.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -712720.062500 Penalty: 4267.999512
	Iteration 21Q: 3 clusters Score -712720.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -712722.375000 Penalty: 4267.999512
	Iteration 22Q: 3 clusters Score -712722.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -712722.500000 Penalty: 4267.999512
	Iteration 23Q: 3 clusters Score -712722.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -712724.437500 Penalty: 4267.999512
	Iteration 24Q: 3 clusters Score -712724.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -712726.625000 Penalty: 4267.999512
	Iteration 25Q: 3 clusters Score -712726.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -712727.250000 Penalty: 4267.999512
	Iteration 26Q: 3 clusters Score -712727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -712727.375000 Penalty: 4267.999512
	Iteration 27Q: 3 clusters Score -712727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -712730.062500 Penalty: 4267.999512
	Iteration 28Q: 3 clusters Score -712730.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -712732.437500 Penalty: 4267.999512
	Iteration 29Q: 3 clusters Score -712732.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -712732.187500 Penalty: 4267.999512
	Iteration 30Q: 3 clusters Score -712732.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -712734.750000 Penalty: 4267.999512
	Iteration 31Q: 3 clusters Score -712734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -712735.375000 Penalty: 4267.999512
	Iteration 32Q: 3 clusters Score -712735.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -712736.125000 Penalty: 4267.999512
	Iteration 33Q: 3 clusters Score -712736.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -712738.687500 Penalty: 4267.999512
	Iteration 34Q: 3 clusters Score -712738.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -712738.562500 Penalty: 4267.999512
	Iteration 35Q: 3 clusters Score -712738.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -712740.000000 Penalty: 4267.999512
	Iteration 36Q: 3 clusters Score -712740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -712740.000000 Penalty: 4267.999512
	Iteration 37F: 3 clusters Score -712740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -101028.789062 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -101028.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -99239.015625 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -99239.02 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -99860.296875 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -99860.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -100196.117188 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -100196.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -100542.906250 Penalty: 3390.784668
	Iteration 3F: 3 clusters Score -100542.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -100811.757812 Penalty: 3390.784668
	Iteration 4F: 3 clusters Score -100811.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100954.984375 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -100955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -100999.554688 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -100999.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -101043.718750 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -101043.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101077.203125 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -101077.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -101093.164062 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -101093.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -101105.359375 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -101105.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -101112.281250 Penalty: 3390.784668
	Iteration 11Q: 3 clusters Score -101112.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -101118.023438 Penalty: 3390.784668
	Iteration 12Q: 3 clusters Score -101118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101124.062500 Penalty: 3390.784668
	Iteration 13Q: 3 clusters Score -101124.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101125.703125 Penalty: 3390.784668
	Iteration 14Q: 3 clusters Score -101125.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -101127.078125 Penalty: 3390.784668
	Iteration 15Q: 3 clusters Score -101127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -101127.078125 Penalty: 3390.784668
	Iteration 16F: 3 clusters Score -101127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20237 members 
Mstep: Class 7 contains 273554 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58321 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159841 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 407 members 
Entering Unmasked Estep 
Score: -90836248.000000 Penalty: 76903.515625
Splitting cluster 13 changes total score from -90837784.000000 to -90836248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -290887.687500 Penalty: 1919.576904
	Iteration 0F: 2 clusters Score -290887.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -288029.656250 Penalty: 3839.153809
	Iteration 0F: 3 clusters Score -288029.7 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -288568.718750 Penalty: 3839.153809
	Iteration 1F: 3 clusters Score -288568.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -288710.343750 Penalty: 3839.153809
	Iteration 2F: 3 clusters Score -288710.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -288792.218750 Penalty: 3839.153809
	Iteration 3Q: 3 clusters Score -288792.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -288848.000000 Penalty: 3839.153809
	Iteration 4Q: 3 clusters Score -288848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -288887.750000 Penalty: 3839.153809
	Iteration 5Q: 3 clusters Score -288887.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -288919.562500 Penalty: 3839.153809
	Iteration 6Q: 3 clusters Score -288919.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -288944.281250 Penalty: 3839.153809
	Iteration 7Q: 3 clusters Score -288944.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -288962.625000 Penalty: 3839.153809
	Iteration 8Q: 3 clusters Score -288962.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -288977.312500 Penalty: 3839.153809
	Iteration 9Q: 3 clusters Score -288977.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -288988.187500 Penalty: 3839.153809
	Iteration 10Q: 3 clusters Score -288988.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -288994.375000 Penalty: 3839.153809
	Iteration 11Q: 3 clusters Score -288994.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -289004.718750 Penalty: 3839.153809
	Iteration 12Q: 3 clusters Score -289004.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -289011.312500 Penalty: 3839.153809
	Iteration 13Q: 3 clusters Score -289011.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -289015.656250 Penalty: 3839.153809
	Iteration 14Q: 3 clusters Score -289015.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -289019.937500 Penalty: 3839.153809
	Iteration 15Q: 3 clusters Score -289019.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -289023.250000 Penalty: 3839.153809
	Iteration 16Q: 3 clusters Score -289023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -289025.031250 Penalty: 3839.153809
	Iteration 17Q: 3 clusters Score -289025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -289026.468750 Penalty: 3839.153809
	Iteration 18Q: 3 clusters Score -289026.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -289028.343750 Penalty: 3839.153809
	Iteration 19Q: 3 clusters Score -289028.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -289030.281250 Penalty: 3839.153809
	Iteration 20F: 3 clusters Score -289030.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -289032.312500 Penalty: 3839.153809
	Iteration 21Q: 3 clusters Score -289032.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -289033.937500 Penalty: 3839.153809
	Iteration 22Q: 3 clusters Score -289033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -289034.062500 Penalty: 3839.153809
	Iteration 23Q: 3 clusters Score -289034.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -289034.843750 Penalty: 3839.153809
	Iteration 24Q: 3 clusters Score -289034.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -289035.406250 Penalty: 3839.153809
	Iteration 25Q: 3 clusters Score -289035.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -289035.625000 Penalty: 3839.153809
	Iteration 26Q: 3 clusters Score -289035.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -289035.625000 Penalty: 3839.153809
	Iteration 27F: 3 clusters Score -289035.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Entering Unmasked Estep 
Score: -1665792.875000 Penalty: 2353.617676
	Iteration 0F: 2 clusters Score -1665793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1656106.750000 Penalty: 4707.235352
	Iteration 0F: 3 clusters Score -1656107 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1659121.750000 Penalty: 4707.235352
	Iteration 1F: 3 clusters Score -1659122 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1659565.500000 Penalty: 4707.235352
	Iteration 2F: 3 clusters Score -1659566 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1659953.250000 Penalty: 4707.235352
	Iteration 3F: 3 clusters Score -1659953 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1660446.500000 Penalty: 4707.235352
	Iteration 4F: 3 clusters Score -1660446 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1660953.125000 Penalty: 4707.235352
	Iteration 5F: 3 clusters Score -1660953 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1661409.625000 Penalty: 4707.235352
	Iteration 6F: 3 clusters Score -1661410 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1661787.375000 Penalty: 4707.235352
	Iteration 7Q: 3 clusters Score -1661787 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1662117.250000 Penalty: 4707.235352
	Iteration 8Q: 3 clusters Score -1662117 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1662398.375000 Penalty: 4707.235352
	Iteration 9Q: 3 clusters Score -1662398 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1662615.500000 Penalty: 4707.235352
	Iteration 10Q: 3 clusters Score -1662616 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1662762.250000 Penalty: 4707.235352
	Iteration 11Q: 3 clusters Score -1662762 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1662894.750000 Penalty: 4707.235352
	Iteration 12Q: 3 clusters Score -1662895 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1663038.250000 Penalty: 4707.235352
	Iteration 13Q: 3 clusters Score -1663038 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1663166.000000 Penalty: 4707.235352
	Iteration 14Q: 3 clusters Score -1663166 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1663251.375000 Penalty: 4707.235352
	Iteration 15Q: 3 clusters Score -1663251 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1663311.125000 Penalty: 4707.235352
	Iteration 16Q: 3 clusters Score -1663311 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1663369.500000 Penalty: 4707.235352
	Iteration 17Q: 3 clusters Score -1663370 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1663417.250000 Penalty: 4707.235352
	Iteration 18Q: 3 clusters Score -1663417 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1663459.375000 Penalty: 4707.235352
	Iteration 19Q: 3 clusters Score -1663459 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1663508.000000 Penalty: 4707.235352
	Iteration 20F: 3 clusters Score -1663508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1663560.875000 Penalty: 4707.235352
	Iteration 21Q: 3 clusters Score -1663561 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1663616.125000 Penalty: 4707.235352
	Iteration 22Q: 3 clusters Score -1663616 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1663663.625000 Penalty: 4707.235352
	Iteration 23Q: 3 clusters Score -1663664 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1663713.875000 Penalty: 4707.235352
	Iteration 24Q: 3 clusters Score -1663714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1663757.875000 Penalty: 4707.235352
	Iteration 25Q: 3 clusters Score -1663758 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1663794.750000 Penalty: 4707.235352
	Iteration 26Q: 3 clusters Score -1663795 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1663833.500000 Penalty: 4707.235352
	Iteration 27Q: 3 clusters Score -1663834 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1663864.625000 Penalty: 4707.235352
	Iteration 28Q: 3 clusters Score -1663865 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1663898.875000 Penalty: 4707.235352
	Iteration 29Q: 3 clusters Score -1663899 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1663926.875000 Penalty: 4707.235352
	Iteration 30Q: 3 clusters Score -1663927 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1663953.500000 Penalty: 4707.235352
	Iteration 31Q: 3 clusters Score -1663954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1663972.000000 Penalty: 4707.235352
	Iteration 32Q: 3 clusters Score -1663972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1663988.500000 Penalty: 4707.235352
	Iteration 33Q: 3 clusters Score -1663988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1664015.625000 Penalty: 4707.235352
	Iteration 34Q: 3 clusters Score -1664016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1664028.500000 Penalty: 4707.235352
	Iteration 35Q: 3 clusters Score -1664028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1664035.750000 Penalty: 4707.235352
	Iteration 36Q: 3 clusters Score -1664036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1664044.125000 Penalty: 4707.235352
	Iteration 37Q: 3 clusters Score -1664044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1664048.125000 Penalty: 4707.235352
	Iteration 38Q: 3 clusters Score -1664048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1664053.500000 Penalty: 4707.235352
	Iteration 39Q: 3 clusters Score -1664054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1664057.375000 Penalty: 4707.235352
	Iteration 40F: 3 clusters Score -1664057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1664066.250000 Penalty: 4707.235352
	Iteration 41Q: 3 clusters Score -1664066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1664072.375000 Penalty: 4707.235352
	Iteration 42Q: 3 clusters Score -1664072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1664071.625000 Penalty: 4707.235352
	Iteration 43Q: 3 clusters Score -1664072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1664072.625000 Penalty: 4707.235352
	Iteration 44Q: 3 clusters Score -1664073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1664072.500000 Penalty: 4707.235352
	Iteration 45Q: 3 clusters Score -1664072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1664072.625000 Penalty: 4707.235352
	Iteration 46Q: 3 clusters Score -1664073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1664075.875000 Penalty: 4707.235352
	Iteration 47Q: 3 clusters Score -1664076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1664078.500000 Penalty: 4707.235352
	Iteration 48Q: 3 clusters Score -1664078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1664080.750000 Penalty: 4707.235352
	Iteration 49Q: 3 clusters Score -1664081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1664083.000000 Penalty: 4707.235352
	Iteration 50Q: 3 clusters Score -1664083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1664082.125000 Penalty: 4707.235352
	Iteration 51Q: 3 clusters Score -1664082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1664081.750000 Penalty: 4707.235352
	Iteration 52Q: 3 clusters Score -1664082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1664082.000000 Penalty: 4707.235352
	Iteration 53Q: 3 clusters Score -1664082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1664082.000000 Penalty: 4707.235352
	Iteration 54F: 3 clusters Score -1664082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Entering Unmasked Estep 
Score: -605562.500000 Penalty: 2127.275391
	Iteration 0F: 2 clusters Score -605562.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -600894.437500 Penalty: 4254.550781
	Iteration 0F: 3 clusters Score -600894.4 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -602055.437500 Penalty: 4254.550781
	Iteration 1F: 3 clusters Score -602055.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -602239.562500 Penalty: 4254.550781
	Iteration 2F: 3 clusters Score -602239.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -602362.937500 Penalty: 4254.550781
	Iteration 3Q: 3 clusters Score -602362.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -602469.187500 Penalty: 4254.550781
	Iteration 4Q: 3 clusters Score -602469.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -602562.812500 Penalty: 4254.550781
	Iteration 5Q: 3 clusters Score -602562.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -602646.437500 Penalty: 4254.550781
	Iteration 6Q: 3 clusters Score -602646.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -602711.562500 Penalty: 4254.550781
	Iteration 7Q: 3 clusters Score -602711.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -602762.625000 Penalty: 4254.550781
	Iteration 8Q: 3 clusters Score -602762.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -602808.875000 Penalty: 4254.550781
	Iteration 9Q: 3 clusters Score -602808.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -602846.812500 Penalty: 4254.550781
	Iteration 10Q: 3 clusters Score -602846.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -602878.500000 Penalty: 4254.550781
	Iteration 11Q: 3 clusters Score -602878.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -602919.062500 Penalty: 4254.550781
	Iteration 12Q: 3 clusters Score -602919.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -602952.000000 Penalty: 4254.550781
	Iteration 13Q: 3 clusters Score -602952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -602985.437500 Penalty: 4254.550781
	Iteration 14Q: 3 clusters Score -602985.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -603025.437500 Penalty: 4254.550781
	Iteration 15Q: 3 clusters Score -603025.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -603068.750000 Penalty: 4254.550781
	Iteration 16Q: 3 clusters Score -603068.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -603107.937500 Penalty: 4254.550781
	Iteration 17Q: 3 clusters Score -603107.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -603153.437500 Penalty: 4254.550781
	Iteration 18Q: 3 clusters Score -603153.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -603206.937500 Penalty: 4254.550781
	Iteration 19Q: 3 clusters Score -603206.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -603262.062500 Penalty: 4254.550781
	Iteration 20F: 3 clusters Score -603262.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -603331.875000 Penalty: 4254.550781
	Iteration 21Q: 3 clusters Score -603331.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -603410.187500 Penalty: 4254.550781
	Iteration 22Q: 3 clusters Score -603410.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -603497.937500 Penalty: 4254.550781
	Iteration 23Q: 3 clusters Score -603497.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -603616.375000 Penalty: 4254.550781
	Iteration 24Q: 3 clusters Score -603616.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -603741.875000 Penalty: 4254.550781
	Iteration 25Q: 3 clusters Score -603741.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -603826.437500 Penalty: 4254.550781
	Iteration 26Q: 3 clusters Score -603826.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -603883.312500 Penalty: 4254.550781
	Iteration 27Q: 3 clusters Score -603883.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -603926.312500 Penalty: 4254.550781
	Iteration 28Q: 3 clusters Score -603926.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -603956.812500 Penalty: 4254.550781
	Iteration 29Q: 3 clusters Score -603956.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -603976.000000 Penalty: 4254.550781
	Iteration 30Q: 3 clusters Score -603976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -603994.437500 Penalty: 4254.550781
	Iteration 31Q: 3 clusters Score -603994.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -604008.625000 Penalty: 4254.550781
	Iteration 32Q: 3 clusters Score -604008.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -604016.875000 Penalty: 4254.550781
	Iteration 33Q: 3 clusters Score -604016.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -604022.812500 Penalty: 4254.550781
	Iteration 34Q: 3 clusters Score -604022.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -604028.500000 Penalty: 4254.550781
	Iteration 35Q: 3 clusters Score -604028.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -604033.187500 Penalty: 4254.550781
	Iteration 36Q: 3 clusters Score -604033.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -604037.437500 Penalty: 4254.550781
	Iteration 37Q: 3 clusters Score -604037.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -604043.937500 Penalty: 4254.550781
	Iteration 38Q: 3 clusters Score -604043.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -604049.875000 Penalty: 4254.550781
	Iteration 39Q: 3 clusters Score -604049.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -604054.625000 Penalty: 4254.550781
	Iteration 40F: 3 clusters Score -604054.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -604058.562500 Penalty: 4254.550781
	Iteration 41Q: 3 clusters Score -604058.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -604059.312500 Penalty: 4254.550781
	Iteration 42Q: 3 clusters Score -604059.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -604062.437500 Penalty: 4254.550781
	Iteration 43Q: 3 clusters Score -604062.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -604067.000000 Penalty: 4254.550781
	Iteration 44Q: 3 clusters Score -604067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -604071.875000 Penalty: 4254.550781
	Iteration 45Q: 3 clusters Score -604071.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -604077.312500 Penalty: 4254.550781
	Iteration 46Q: 3 clusters Score -604077.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -604083.250000 Penalty: 4254.550781
	Iteration 47Q: 3 clusters Score -604083.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -604086.312500 Penalty: 4254.550781
	Iteration 48Q: 3 clusters Score -604086.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -604092.500000 Penalty: 4254.550781
	Iteration 49Q: 3 clusters Score -604092.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -604097.000000 Penalty: 4254.550781
	Iteration 50Q: 3 clusters Score -604097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -604102.937500 Penalty: 4254.550781
	Iteration 51Q: 3 clusters Score -604102.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -604106.625000 Penalty: 4254.550781
	Iteration 52Q: 3 clusters Score -604106.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -604111.375000 Penalty: 4254.550781
	Iteration 53Q: 3 clusters Score -604111.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -604118.187500 Penalty: 4254.550781
	Iteration 54Q: 3 clusters Score -604118.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -604126.125000 Penalty: 4254.550781
	Iteration 55Q: 3 clusters Score -604126.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -604134.437500 Penalty: 4254.550781
	Iteration 56Q: 3 clusters Score -604134.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -604137.875000 Penalty: 4254.550781
	Iteration 57Q: 3 clusters Score -604137.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -604142.625000 Penalty: 4254.550781
	Iteration 58Q: 3 clusters Score -604142.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -604145.062500 Penalty: 4254.550781
	Iteration 59Q: 3 clusters Score -604145.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -604147.750000 Penalty: 4254.550781
	Iteration 60F: 3 clusters Score -604147.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -604154.375000 Penalty: 4254.550781
	Iteration 61Q: 3 clusters Score -604154.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -604157.500000 Penalty: 4254.550781
	Iteration 62Q: 3 clusters Score -604157.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -604162.500000 Penalty: 4254.550781
	Iteration 63Q: 3 clusters Score -604162.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -604166.750000 Penalty: 4254.550781
	Iteration 64Q: 3 clusters Score -604166.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -604171.750000 Penalty: 4254.550781
	Iteration 65Q: 3 clusters Score -604171.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -604179.437500 Penalty: 4254.550781
	Iteration 66Q: 3 clusters Score -604179.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -604187.375000 Penalty: 4254.550781
	Iteration 67Q: 3 clusters Score -604187.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -604195.250000 Penalty: 4254.550781
	Iteration 68Q: 3 clusters Score -604195.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -604205.000000 Penalty: 4254.550781
	Iteration 69Q: 3 clusters Score -604205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -604216.750000 Penalty: 4254.550781
	Iteration 70Q: 3 clusters Score -604216.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -604233.562500 Penalty: 4254.550781
	Iteration 71Q: 3 clusters Score -604233.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -604248.937500 Penalty: 4254.550781
	Iteration 72Q: 3 clusters Score -604248.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -604265.062500 Penalty: 4254.550781
	Iteration 73Q: 3 clusters Score -604265.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -604286.187500 Penalty: 4254.550781
	Iteration 74Q: 3 clusters Score -604286.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -604315.562500 Penalty: 4254.550781
	Iteration 75Q: 3 clusters Score -604315.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -604344.312500 Penalty: 4254.550781
	Iteration 76Q: 3 clusters Score -604344.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -604370.500000 Penalty: 4254.550781
	Iteration 77Q: 3 clusters Score -604370.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -604392.250000 Penalty: 4254.550781
	Iteration 78Q: 3 clusters Score -604392.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -604411.437500 Penalty: 4254.550781
	Iteration 79Q: 3 clusters Score -604411.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -604431.062500 Penalty: 4254.550781
	Iteration 80F: 3 clusters Score -604431.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -604442.000000 Penalty: 4254.550781
	Iteration 81Q: 3 clusters Score -604442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -604455.000000 Penalty: 4254.550781
	Iteration 82Q: 3 clusters Score -604455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -604463.937500 Penalty: 4254.550781
	Iteration 83Q: 3 clusters Score -604463.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -604472.750000 Penalty: 4254.550781
	Iteration 84Q: 3 clusters Score -604472.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -604481.500000 Penalty: 4254.550781
	Iteration 85Q: 3 clusters Score -604481.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -604487.687500 Penalty: 4254.550781
	Iteration 86Q: 3 clusters Score -604487.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -604495.687500 Penalty: 4254.550781
	Iteration 87Q: 3 clusters Score -604495.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -604507.750000 Penalty: 4254.550781
	Iteration 88Q: 3 clusters Score -604507.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -604518.687500 Penalty: 4254.550781
	Iteration 89Q: 3 clusters Score -604518.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -604525.062500 Penalty: 4254.550781
	Iteration 90Q: 3 clusters Score -604525.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -604532.312500 Penalty: 4254.550781
	Iteration 91Q: 3 clusters Score -604532.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -604538.687500 Penalty: 4254.550781
	Iteration 92Q: 3 clusters Score -604538.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -604546.000000 Penalty: 4254.550781
	Iteration 93Q: 3 clusters Score -604546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -604550.812500 Penalty: 4254.550781
	Iteration 94Q: 3 clusters Score -604550.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -604560.125000 Penalty: 4254.550781
	Iteration 95Q: 3 clusters Score -604560.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -604567.562500 Penalty: 4254.550781
	Iteration 96Q: 3 clusters Score -604567.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -604573.312500 Penalty: 4254.550781
	Iteration 97Q: 3 clusters Score -604573.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -604574.875000 Penalty: 4254.550781
	Iteration 98Q: 3 clusters Score -604574.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -604578.187500 Penalty: 4254.550781
	Iteration 99Q: 3 clusters Score -604578.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -604581.875000 Penalty: 4254.550781
	Iteration 100F: 3 clusters Score -604581.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -604587.750000 Penalty: 4254.550781
	Iteration 101Q: 3 clusters Score -604587.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -604593.312500 Penalty: 4254.550781
	Iteration 102Q: 3 clusters Score -604593.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -604602.375000 Penalty: 4254.550781
	Iteration 103Q: 3 clusters Score -604602.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -604614.750000 Penalty: 4254.550781
	Iteration 104Q: 3 clusters Score -604614.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -604634.687500 Penalty: 4254.550781
	Iteration 105Q: 3 clusters Score -604634.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -604652.687500 Penalty: 4254.550781
	Iteration 106Q: 3 clusters Score -604652.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -604663.312500 Penalty: 4254.550781
	Iteration 107Q: 3 clusters Score -604663.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -604676.375000 Penalty: 4254.550781
	Iteration 108Q: 3 clusters Score -604676.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -604691.250000 Penalty: 4254.550781
	Iteration 109Q: 3 clusters Score -604691.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -604717.687500 Penalty: 4254.550781
	Iteration 110Q: 3 clusters Score -604717.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -604743.937500 Penalty: 4254.550781
	Iteration 111Q: 3 clusters Score -604743.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -604756.062500 Penalty: 4254.550781
	Iteration 112Q: 3 clusters Score -604756.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -604762.750000 Penalty: 4254.550781
	Iteration 113Q: 3 clusters Score -604762.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -604767.250000 Penalty: 4254.550781
	Iteration 114Q: 3 clusters Score -604767.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -604768.000000 Penalty: 4254.550781
	Iteration 115Q: 3 clusters Score -604768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -604767.125000 Penalty: 4254.550781
	Iteration 116Q: 3 clusters Score -604767.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -604768.500000 Penalty: 4254.550781
	Iteration 117Q: 3 clusters Score -604768.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -604769.000000 Penalty: 4254.550781
	Iteration 118Q: 3 clusters Score -604769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -604769.000000 Penalty: 4254.550781
	Iteration 119F: 3 clusters Score -604769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58321 members 
Entering Unmasked Estep 
Score: -7460516.500000 Penalty: 2721.481934
	Iteration 0F: 2 clusters Score -7460516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -7421483.000000 Penalty: 5442.963867
	Iteration 0F: 3 clusters Score -7421483 nChanged 27008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -7436338.500000 Penalty: 5442.963867
	Iteration 1F: 3 clusters Score -7436338 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -7436947.000000 Penalty: 5442.963867
	Iteration 2Q: 3 clusters Score -7436947 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -7437802.500000 Penalty: 5442.963867
	Iteration 3Q: 3 clusters Score -7437802 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -7439144.500000 Penalty: 5442.963867
	Iteration 4Q: 3 clusters Score -7439144 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -7441506.500000 Penalty: 5442.963867
	Iteration 5F: 3 clusters Score -7441506 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -7445407.000000 Penalty: 5442.963867
	Iteration 6F: 3 clusters Score -7445407 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -7450425.000000 Penalty: 5442.963867
	Iteration 7F: 3 clusters Score -7450425 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -7454752.500000 Penalty: 5442.963867
	Iteration 8F: 3 clusters Score -7454752 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -7456946.000000 Penalty: 5442.963867
	Iteration 9Q: 3 clusters Score -7456946 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 57952 members 
Entering Unmasked Estep 
Score: -7457713.500000 Penalty: 5442.963867
	Iteration 10Q: 3 clusters Score -7457714 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 58105 members 
Entering Unmasked Estep 
Score: -7457932.500000 Penalty: 5442.963867
	Iteration 11Q: 3 clusters Score -7457932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 58136 members 
Entering Unmasked Estep 
Score: -7457977.500000 Penalty: 5442.963867
	Iteration 12Q: 3 clusters Score -7457978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -7458005.500000 Penalty: 5442.963867
	Iteration 13Q: 3 clusters Score -7458006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -7458024.000000 Penalty: 5442.963867
	Iteration 14Q: 3 clusters Score -7458024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 58161 members 
Entering Unmasked Estep 
Score: -7458055.000000 Penalty: 5442.963867
	Iteration 15Q: 3 clusters Score -7458055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -7458071.500000 Penalty: 5442.963867
	Iteration 16Q: 3 clusters Score -7458072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -7458088.500000 Penalty: 5442.963867
	Iteration 17Q: 3 clusters Score -7458088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -7458091.500000 Penalty: 5442.963867
	Iteration 18Q: 3 clusters Score -7458092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -7458094.500000 Penalty: 5442.963867
	Iteration 19Q: 3 clusters Score -7458094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -7458099.500000 Penalty: 5442.963867
	Iteration 20F: 3 clusters Score -7458100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -7458098.000000 Penalty: 5442.963867
	Iteration 21Q: 3 clusters Score -7458098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 58169 members 
Entering Unmasked Estep 
Score: -7458098.000000 Penalty: 5442.963867
	Iteration 22F: 3 clusters Score -7458098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -37404.773438 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -37404.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36083.300781 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -36083.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36288.175781 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -36288.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36397.832031 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -36397.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36535.265625 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -36535.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36649.878906 Penalty: 2905.534668
	Iteration 4F: 3 clusters Score -36649.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36729.914062 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -36729.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36833.367188 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -36833.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36931.718750 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -36931.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36993.769531 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -36993.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37079.378906 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -37079.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37130.714844 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -37130.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37171.914062 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -37171.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37183.785156 Penalty: 2905.534668
	Iteration 12Q: 3 clusters Score -37183.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37189.957031 Penalty: 2905.534668
	Iteration 13Q: 3 clusters Score -37189.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37195.117188 Penalty: 2905.534668
	Iteration 14Q: 3 clusters Score -37195.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37216.707031 Penalty: 2905.534668
	Iteration 15Q: 3 clusters Score -37216.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37216.707031 Penalty: 2905.534668
	Iteration 16F: 3 clusters Score -37216.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Entering Unmasked Estep 
Score: -1926263.750000 Penalty: 2380.416992
	Iteration 0F: 2 clusters Score -1926264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1915588.500000 Penalty: 4760.833984
	Iteration 0F: 3 clusters Score -1915588 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1918943.750000 Penalty: 4760.833984
	Iteration 1F: 3 clusters Score -1918944 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1919310.875000 Penalty: 4760.833984
	Iteration 2F: 3 clusters Score -1919311 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1919635.875000 Penalty: 4760.833984
	Iteration 3Q: 3 clusters Score -1919636 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1919989.750000 Penalty: 4760.833984
	Iteration 4Q: 3 clusters Score -1919990 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1920353.875000 Penalty: 4760.833984
	Iteration 5Q: 3 clusters Score -1920354 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1920690.125000 Penalty: 4760.833984
	Iteration 6Q: 3 clusters Score -1920690 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1921045.375000 Penalty: 4760.833984
	Iteration 7Q: 3 clusters Score -1921045 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1921441.750000 Penalty: 4760.833984
	Iteration 8Q: 3 clusters Score -1921442 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1921857.000000 Penalty: 4760.833984
	Iteration 9Q: 3 clusters Score -1921857 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1922226.000000 Penalty: 4760.833984
	Iteration 10Q: 3 clusters Score -1922226 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1922524.750000 Penalty: 4760.833984
	Iteration 11Q: 3 clusters Score -1922525 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1922716.750000 Penalty: 4760.833984
	Iteration 12Q: 3 clusters Score -1922717 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1922846 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1922950.000000 Penalty: 4760.833984
	Iteration 14Q: 3 clusters Score -1922950 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1923038.375000 Penalty: 4760.833984
	Iteration 15Q: 3 clusters Score -1923038 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1923101.875000 Penalty: 4760.833984
	Iteration 16Q: 3 clusters Score -1923102 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1923174.750000 Penalty: 4760.833984
	Iteration 17Q: 3 clusters Score -1923175 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1923247.875000 Penalty: 4760.833984
	Iteration 18Q: 3 clusters Score -1923248 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1923314.250000 Penalty: 4760.833984
	Iteration 19Q: 3 clusters Score -1923314 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1923376.125000 Penalty: 4760.833984
	Iteration 20F: 3 clusters Score -1923376 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1923427.750000 Penalty: 4760.833984
	Iteration 21Q: 3 clusters Score -1923428 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1923482.750000 Penalty: 4760.833984
	Iteration 22Q: 3 clusters Score -1923483 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1923525.250000 Penalty: 4760.833984
	Iteration 23Q: 3 clusters Score -1923525 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1923573.375000 Penalty: 4760.833984
	Iteration 24Q: 3 clusters Score -1923573 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1923622.125000 Penalty: 4760.833984
	Iteration 25Q: 3 clusters Score -1923622 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1923654.875000 Penalty: 4760.833984
	Iteration 26Q: 3 clusters Score -1923655 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1923692.875000 Penalty: 4760.833984
	Iteration 27Q: 3 clusters Score -1923693 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1923729.250000 Penalty: 4760.833984
	Iteration 28Q: 3 clusters Score -1923729 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1923752.125000 Penalty: 4760.833984
	Iteration 29Q: 3 clusters Score -1923752 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1923784.500000 Penalty: 4760.833984
	Iteration 30Q: 3 clusters Score -1923784 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1923816.500000 Penalty: 4760.833984
	Iteration 31Q: 3 clusters Score -1923816 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1923846.875000 Penalty: 4760.833984
	Iteration 32Q: 3 clusters Score -1923847 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1923874.375000 Penalty: 4760.833984
	Iteration 33Q: 3 clusters Score -1923874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1923904.625000 Penalty: 4760.833984
	Iteration 34Q: 3 clusters Score -1923905 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1923928.500000 Penalty: 4760.833984
	Iteration 35Q: 3 clusters Score -1923928 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1923954.875000 Penalty: 4760.833984
	Iteration 36Q: 3 clusters Score -1923955 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1923976.625000 Penalty: 4760.833984
	Iteration 37Q: 3 clusters Score -1923977 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1923989 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1924002.875000 Penalty: 4760.833984
	Iteration 39Q: 3 clusters Score -1924003 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1924013.875000 Penalty: 4760.833984
	Iteration 40F: 3 clusters Score -1924014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1924027.875000 Penalty: 4760.833984
	Iteration 41Q: 3 clusters Score -1924028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1924033.625000 Penalty: 4760.833984
	Iteration 42Q: 3 clusters Score -1924034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1924040.750000 Penalty: 4760.833984
	Iteration 43Q: 3 clusters Score -1924041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1924044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1924047.000000 Penalty: 4760.833984
	Iteration 45Q: 3 clusters Score -1924047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1924048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1924051.750000 Penalty: 4760.833984
	Iteration 47Q: 3 clusters Score -1924052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1924056.875000 Penalty: 4760.833984
	Iteration 48Q: 3 clusters Score -1924057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1924067.125000 Penalty: 4760.833984
	Iteration 49Q: 3 clusters Score -1924067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1924068.125000 Penalty: 4760.833984
	Iteration 50Q: 3 clusters Score -1924068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1924078.375000 Penalty: 4760.833984
	Iteration 51Q: 3 clusters Score -1924078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1924079.875000 Penalty: 4760.833984
	Iteration 52Q: 3 clusters Score -1924080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1924083.250000 Penalty: 4760.833984
	Iteration 53Q: 3 clusters Score -1924083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -1924085.750000 Penalty: 4760.833984
	Iteration 54Q: 3 clusters Score -1924086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1924087.625000 Penalty: 4760.833984
	Iteration 55Q: 3 clusters Score -1924088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1924092.500000 Penalty: 4760.833984
	Iteration 56Q: 3 clusters Score -1924092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1924097.875000 Penalty: 4760.833984
	Iteration 57Q: 3 clusters Score -1924098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1924098.500000 Penalty: 4760.833984
	Iteration 58Q: 3 clusters Score -1924098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1924100.750000 Penalty: 4760.833984
	Iteration 59Q: 3 clusters Score -1924101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1924105.625000 Penalty: 4760.833984
	Iteration 60F: 3 clusters Score -1924106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1924111.750000 Penalty: 4760.833984
	Iteration 61Q: 3 clusters Score -1924112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1924111.000000 Penalty: 4760.833984
	Iteration 62Q: 3 clusters Score -1924111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1924112.500000 Penalty: 4760.833984
	Iteration 63Q: 3 clusters Score -1924112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1924116.125000 Penalty: 4760.833984
	Iteration 64Q: 3 clusters Score -1924116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1924123.750000 Penalty: 4760.833984
	Iteration 65Q: 3 clusters Score -1924124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1924127.750000 Penalty: 4760.833984
	Iteration 66Q: 3 clusters Score -1924128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1924128.875000 Penalty: 4760.833984
	Iteration 67Q: 3 clusters Score -1924129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1924133.000000 Penalty: 4760.833984
	Iteration 68Q: 3 clusters Score -1924133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1924139.375000 Penalty: 4760.833984
	Iteration 69Q: 3 clusters Score -1924139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1924138.000000 Penalty: 4760.833984
	Iteration 70Q: 3 clusters Score -1924138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1924142.000000 Penalty: 4760.833984
	Iteration 71Q: 3 clusters Score -1924142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1924148.500000 Penalty: 4760.833984
	Iteration 72Q: 3 clusters Score -1924148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1924152.875000 Penalty: 4760.833984
	Iteration 73Q: 3 clusters Score -1924153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1924153.125000 Penalty: 4760.833984
	Iteration 74Q: 3 clusters Score -1924153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1924162.625000 Penalty: 4760.833984
	Iteration 75Q: 3 clusters Score -1924163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1924160.625000 Penalty: 4760.833984
	Iteration 76Q: 3 clusters Score -1924161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1924164.750000 Penalty: 4760.833984
	Iteration 77Q: 3 clusters Score -1924165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1924165.750000 Penalty: 4760.833984
	Iteration 78Q: 3 clusters Score -1924166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1924167.250000 Penalty: 4760.833984
	Iteration 79Q: 3 clusters Score -1924167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1924164.000000 Penalty: 4760.833984
	Iteration 80F: 3 clusters Score -1924164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1924166.250000 Penalty: 4760.833984
	Iteration 81Q: 3 clusters Score -1924166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1924169.500000 Penalty: 4760.833984
	Iteration 82Q: 3 clusters Score -1924170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1924172.500000 Penalty: 4760.833984
	Iteration 83Q: 3 clusters Score -1924172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1924176.125000 Penalty: 4760.833984
	Iteration 84Q: 3 clusters Score -1924176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1924176.875000 Penalty: 4760.833984
	Iteration 85Q: 3 clusters Score -1924177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1924180.375000 Penalty: 4760.833984
	Iteration 86Q: 3 clusters Score -1924180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1924180.250000 Penalty: 4760.833984
	Iteration 87Q: 3 clusters Score -1924180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1924177.500000 Penalty: 4760.833984
	Iteration 88Q: 3 clusters Score -1924178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1924184.375000 Penalty: 4760.833984
	Iteration 89Q: 3 clusters Score -1924184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1924186.750000 Penalty: 4760.833984
	Iteration 90Q: 3 clusters Score -1924187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1924184.500000 Penalty: 4760.833984
	Iteration 91Q: 3 clusters Score -1924184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1924181.375000 Penalty: 4760.833984
	Iteration 92Q: 3 clusters Score -1924181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1924186.000000 Penalty: 4760.833984
	Iteration 93Q: 3 clusters Score -1924186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1924192.250000 Penalty: 4760.833984
	Iteration 94Q: 3 clusters Score -1924192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1924195.375000 Penalty: 4760.833984
	Iteration 95Q: 3 clusters Score -1924195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1924197.750000 Penalty: 4760.833984
	Iteration 96Q: 3 clusters Score -1924198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1924199.000000 Penalty: 4760.833984
	Iteration 97Q: 3 clusters Score -1924199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1924200.625000 Penalty: 4760.833984
	Iteration 98Q: 3 clusters Score -1924201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1924204.000000 Penalty: 4760.833984
	Iteration 99Q: 3 clusters Score -1924204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1924205.375000 Penalty: 4760.833984
	Iteration 100F: 3 clusters Score -1924205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1924206.625000 Penalty: 4760.833984
	Iteration 101Q: 3 clusters Score -1924207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1924207.250000 Penalty: 4760.833984
	Iteration 102Q: 3 clusters Score -1924207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1924207.500000 Penalty: 4760.833984
	Iteration 103Q: 3 clusters Score -1924208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1924208.250000 Penalty: 4760.833984
	Iteration 104Q: 3 clusters Score -1924208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1924210.125000 Penalty: 4760.833984
	Iteration 105Q: 3 clusters Score -1924210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1924211.875000 Penalty: 4760.833984
	Iteration 106Q: 3 clusters Score -1924212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1924215.500000 Penalty: 4760.833984
	Iteration 107Q: 3 clusters Score -1924216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1924219.125000 Penalty: 4760.833984
	Iteration 108Q: 3 clusters Score -1924219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1924221.000000 Penalty: 4760.833984
	Iteration 109Q: 3 clusters Score -1924221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1924220.625000 Penalty: 4760.833984
	Iteration 110Q: 3 clusters Score -1924221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1924224.250000 Penalty: 4760.833984
	Iteration 111Q: 3 clusters Score -1924224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1924224.500000 Penalty: 4760.833984
	Iteration 112Q: 3 clusters Score -1924224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1924223.000000 Penalty: 4760.833984
	Iteration 113Q: 3 clusters Score -1924223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1924222.625000 Penalty: 4760.833984
	Iteration 114Q: 3 clusters Score -1924223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1924221.625000 Penalty: 4760.833984
	Iteration 115Q: 3 clusters Score -1924222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1924222.500000 Penalty: 4760.833984
	Iteration 116Q: 3 clusters Score -1924222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1924222.500000 Penalty: 4760.833984
	Iteration 117F: 3 clusters Score -1924222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (159841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159841 members 
Entering Unmasked Estep 
Score: -20781256.000000 Penalty: 2971.519775
	Iteration 0F: 2 clusters Score -2.078126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 79925 members 
Entering Unmasked Estep 
Score: -20675598.000000 Penalty: 5943.039551
	Iteration 0F: 3 clusters Score -2.06756e+07 nChanged 76459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79349 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -20720498.000000 Penalty: 5943.039551
	Iteration 1F: 3 clusters Score -2.07205e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79582 members 
Mstep: Class 2 contains 80259 members 
Entering Unmasked Estep 
Score: -20722304.000000 Penalty: 5943.039551
	Iteration 2Q: 3 clusters Score -2.07223e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 79821 members 
Entering Unmasked Estep 
Score: -20724928.000000 Penalty: 5943.039551
	Iteration 3Q: 3 clusters Score -2.072493e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 79063 members 
Entering Unmasked Estep 
Score: -20728430.000000 Penalty: 5943.039551
	Iteration 4Q: 3 clusters Score -2.072843e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 77945 members 
Entering Unmasked Estep 
Score: -20733082.000000 Penalty: 5943.039551
	Iteration 5F: 3 clusters Score -2.073308e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83289 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -20739112.000000 Penalty: 5943.039551
	Iteration 6F: 3 clusters Score -2.073911e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85009 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -20746068.000000 Penalty: 5943.039551
	Iteration 7F: 3 clusters Score -2.074607e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -20752352.000000 Penalty: 5943.039551
	Iteration 8F: 3 clusters Score -2.075235e+07 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88281 members 
Mstep: Class 2 contains 71560 members 
Entering Unmasked Estep 
Score: -20756942.000000 Penalty: 5943.039551
	Iteration 9F: 3 clusters Score -2.075694e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89693 members 
Mstep: Class 2 contains 70148 members 
Entering Unmasked Estep 
Score: -20759146.000000 Penalty: 5943.039551
	Iteration 10Q: 3 clusters Score -2.075915e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91027 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -20760152.000000 Penalty: 5943.039551
	Iteration 11Q: 3 clusters Score -2.076015e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 67456 members 
Entering Unmasked Estep 
Score: -20760676.000000 Penalty: 5943.039551
	Iteration 12Q: 3 clusters Score -2.076068e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
Score: -20761106.000000 Penalty: 5943.039551
	Iteration 13Q: 3 clusters Score -2.076111e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95249 members 
Mstep: Class 2 contains 64592 members 
Entering Unmasked Estep 
Score: -20761552.000000 Penalty: 5943.039551
	Iteration 14Q: 3 clusters Score -2.076155e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96881 members 
Mstep: Class 2 contains 62960 members 
Entering Unmasked Estep 
Score: -20761808.000000 Penalty: 5943.039551
	Iteration 15Q: 3 clusters Score -2.076181e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98607 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -20762166.000000 Penalty: 5943.039551
	Iteration 16Q: 3 clusters Score -2.076217e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100503 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -20762718.000000 Penalty: 5943.039551
	Iteration 17Q: 3 clusters Score -2.076272e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102509 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -20763312.000000 Penalty: 5943.039551
	Iteration 18Q: 3 clusters Score -2.076331e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104633 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -20763786.000000 Penalty: 5943.039551
	Iteration 19Q: 3 clusters Score -2.076379e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106745 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -20764356.000000 Penalty: 5943.039551
	Iteration 20F: 3 clusters Score -2.076436e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109004 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -20765046.000000 Penalty: 5943.039551
	Iteration 21Q: 3 clusters Score -2.076505e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111307 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -20765554.000000 Penalty: 5943.039551
	Iteration 22Q: 3 clusters Score -2.076555e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113624 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -20766234.000000 Penalty: 5943.039551
	Iteration 23Q: 3 clusters Score -2.076623e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116061 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -20767022.000000 Penalty: 5943.039551
	Iteration 24Q: 3 clusters Score -2.076702e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118647 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -20767974.000000 Penalty: 5943.039551
	Iteration 25Q: 3 clusters Score -2.076797e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121225 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -20768708.000000 Penalty: 5943.039551
	Iteration 26Q: 3 clusters Score -2.076871e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123851 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -20769536.000000 Penalty: 5943.039551
	Iteration 27Q: 3 clusters Score -2.076954e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126476 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -20770456.000000 Penalty: 5943.039551
	Iteration 28Q: 3 clusters Score -2.077046e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129086 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -20771428.000000 Penalty: 5943.039551
	Iteration 29Q: 3 clusters Score -2.077143e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131597 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -20772346.000000 Penalty: 5943.039551
	Iteration 30Q: 3 clusters Score -2.077235e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134043 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -20773176.000000 Penalty: 5943.039551
	Iteration 31Q: 3 clusters Score -2.077318e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136476 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -20774098.000000 Penalty: 5943.039551
	Iteration 32Q: 3 clusters Score -2.07741e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138838 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -20774978.000000 Penalty: 5943.039551
	Iteration 33Q: 3 clusters Score -2.077498e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141057 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -20775882.000000 Penalty: 5943.039551
	Iteration 34Q: 3 clusters Score -2.077588e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143034 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -20776748.000000 Penalty: 5943.039551
	Iteration 35Q: 3 clusters Score -2.077675e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144836 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -20777454.000000 Penalty: 5943.039551
	Iteration 36Q: 3 clusters Score -2.077745e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146409 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -20778128.000000 Penalty: 5943.039551
	Iteration 37Q: 3 clusters Score -2.077813e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147771 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -20778636.000000 Penalty: 5943.039551
	Iteration 38Q: 3 clusters Score -2.077864e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148927 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -20779012.000000 Penalty: 5943.039551
	Iteration 39Q: 3 clusters Score -2.077901e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149895 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -20779442.000000 Penalty: 5943.039551
	Iteration 40F: 3 clusters Score -2.077944e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150789 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -20779734.000000 Penalty: 5943.039551
	Iteration 41Q: 3 clusters Score -2.077973e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151515 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -20780102.000000 Penalty: 5943.039551
	Iteration 42Q: 3 clusters Score -2.07801e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152151 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -20780356.000000 Penalty: 5943.039551
	Iteration 43Q: 3 clusters Score -2.078036e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152697 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -20780428.000000 Penalty: 5943.039551
	Iteration 44Q: 3 clusters Score -2.078043e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153141 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -20780432.000000 Penalty: 5943.039551
	Iteration 45Q: 3 clusters Score -2.078043e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153481 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -20780480.000000 Penalty: 5943.039551
	Iteration 46Q: 3 clusters Score -2.078048e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153787 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -20780520.000000 Penalty: 5943.039551
	Iteration 47Q: 3 clusters Score -2.078052e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154042 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -20780582.000000 Penalty: 5943.039551
	Iteration 48Q: 3 clusters Score -2.078058e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154269 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -20780554.000000 Penalty: 5943.039551
	Iteration 49Q: 3 clusters Score -2.078055e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154468 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -20780576.000000 Penalty: 5943.039551
	Iteration 50Q: 3 clusters Score -2.078058e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154649 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -20780642.000000 Penalty: 5943.039551
	Iteration 51Q: 3 clusters Score -2.078064e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154819 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -20780698.000000 Penalty: 5943.039551
	Iteration 52Q: 3 clusters Score -2.07807e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154955 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -20780790.000000 Penalty: 5943.039551
	Iteration 53Q: 3 clusters Score -2.078079e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155071 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -20780816.000000 Penalty: 5943.039551
	Iteration 54Q: 3 clusters Score -2.078082e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155173 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -20780836.000000 Penalty: 5943.039551
	Iteration 55Q: 3 clusters Score -2.078084e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155264 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -20780872.000000 Penalty: 5943.039551
	Iteration 56Q: 3 clusters Score -2.078087e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155348 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -20780922.000000 Penalty: 5943.039551
	Iteration 57Q: 3 clusters Score -2.078092e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155409 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -20780924.000000 Penalty: 5943.039551
	Iteration 58Q: 3 clusters Score -2.078092e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155466 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -20780930.000000 Penalty: 5943.039551
	Iteration 59Q: 3 clusters Score -2.078093e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155516 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -20780952.000000 Penalty: 5943.039551
	Iteration 60F: 3 clusters Score -2.078095e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155565 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -20780946.000000 Penalty: 5943.039551
	Iteration 61Q: 3 clusters Score -2.078095e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155614 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -20780960.000000 Penalty: 5943.039551
	Iteration 62Q: 3 clusters Score -2.078096e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155654 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -20780960.000000 Penalty: 5943.039551
	Iteration 63Q: 3 clusters Score -2.078096e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155701 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -20780936.000000 Penalty: 5943.039551
	Iteration 64Q: 3 clusters Score -2.078094e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155747 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -20780932.000000 Penalty: 5943.039551
	Iteration 65Q: 3 clusters Score -2.078093e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155802 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -20780878.000000 Penalty: 5943.039551
	Iteration 66Q: 3 clusters Score -2.078088e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155836 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -20780860.000000 Penalty: 5943.039551
	Iteration 67Q: 3 clusters Score -2.078086e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155868 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -20780882.000000 Penalty: 5943.039551
	Iteration 68Q: 3 clusters Score -2.078088e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155891 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -20780894.000000 Penalty: 5943.039551
	Iteration 69Q: 3 clusters Score -2.078089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155914 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -20780884.000000 Penalty: 5943.039551
	Iteration 70Q: 3 clusters Score -2.078088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155930 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -20780874.000000 Penalty: 5943.039551
	Iteration 71Q: 3 clusters Score -2.078087e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155948 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -20780856.000000 Penalty: 5943.039551
	Iteration 72Q: 3 clusters Score -2.078086e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155974 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -20780874.000000 Penalty: 5943.039551
	Iteration 73Q: 3 clusters Score -2.078087e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155992 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -20780886.000000 Penalty: 5943.039551
	Iteration 74Q: 3 clusters Score -2.078089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156005 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -20780862.000000 Penalty: 5943.039551
	Iteration 75Q: 3 clusters Score -2.078086e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156028 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -20780850.000000 Penalty: 5943.039551
	Iteration 76Q: 3 clusters Score -2.078085e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156046 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -20780852.000000 Penalty: 5943.039551
	Iteration 77Q: 3 clusters Score -2.078085e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156056 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -20780842.000000 Penalty: 5943.039551
	Iteration 78Q: 3 clusters Score -2.078084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156073 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -20780856.000000 Penalty: 5943.039551
	Iteration 79Q: 3 clusters Score -2.078086e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156089 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -20780872.000000 Penalty: 5943.039551
	Iteration 80F: 3 clusters Score -2.078087e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156108 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -20780892.000000 Penalty: 5943.039551
	Iteration 81Q: 3 clusters Score -2.078089e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156122 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -20780892.000000 Penalty: 5943.039551
	Iteration 82Q: 3 clusters Score -2.078089e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156134 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -20780896.000000 Penalty: 5943.039551
	Iteration 83Q: 3 clusters Score -2.07809e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156145 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -20780880.000000 Penalty: 5943.039551
	Iteration 84Q: 3 clusters Score -2.078088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156149 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -20780884.000000 Penalty: 5943.039551
	Iteration 85Q: 3 clusters Score -2.078088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156150 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -20780882.000000 Penalty: 5943.039551
	Iteration 86Q: 3 clusters Score -2.078088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156151 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -20780896.000000 Penalty: 5943.039551
	Iteration 87Q: 3 clusters Score -2.07809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156153 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -20780896.000000 Penalty: 5943.039551
	Iteration 88Q: 3 clusters Score -2.07809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156153 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -20780912.000000 Penalty: 5943.039551
	Iteration 89Q: 3 clusters Score -2.078091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156153 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -20780900.000000 Penalty: 5943.039551
	Iteration 90Q: 3 clusters Score -2.07809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156155 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -20780898.000000 Penalty: 5943.039551
	Iteration 91Q: 3 clusters Score -2.07809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156157 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -20780892.000000 Penalty: 5943.039551
	Iteration 92Q: 3 clusters Score -2.078089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156160 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -20780914.000000 Penalty: 5943.039551
	Iteration 93Q: 3 clusters Score -2.078091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156163 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -20780906.000000 Penalty: 5943.039551
	Iteration 94Q: 3 clusters Score -2.078091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156168 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -20780904.000000 Penalty: 5943.039551
	Iteration 95Q: 3 clusters Score -2.07809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156172 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -20780880.000000 Penalty: 5943.039551
	Iteration 96Q: 3 clusters Score -2.078088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156180 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -20780884.000000 Penalty: 5943.039551
	Iteration 97Q: 3 clusters Score -2.078088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156184 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -20780884.000000 Penalty: 5943.039551
	Iteration 98Q: 3 clusters Score -2.078088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156187 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -20780874.000000 Penalty: 5943.039551
	Iteration 99Q: 3 clusters Score -2.078087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156187 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -20780880.000000 Penalty: 5943.039551
	Iteration 100F: 3 clusters Score -2.078088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156192 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -20780864.000000 Penalty: 5943.039551
	Iteration 101Q: 3 clusters Score -2.078086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156197 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -20780862.000000 Penalty: 5943.039551
	Iteration 102Q: 3 clusters Score -2.078086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156200 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -20780870.000000 Penalty: 5943.039551
	Iteration 103Q: 3 clusters Score -2.078087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156204 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -20780870.000000 Penalty: 5943.039551
	Iteration 104Q: 3 clusters Score -2.078087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156207 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -20780876.000000 Penalty: 5943.039551
	Iteration 105Q: 3 clusters Score -2.078088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156210 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -20780862.000000 Penalty: 5943.039551
	Iteration 106Q: 3 clusters Score -2.078086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156214 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -20780884.000000 Penalty: 5943.039551
	Iteration 107Q: 3 clusters Score -2.078088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156218 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -20780864.000000 Penalty: 5943.039551
	Iteration 108Q: 3 clusters Score -2.078086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156220 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -20780854.000000 Penalty: 5943.039551
	Iteration 109Q: 3 clusters Score -2.078085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156220 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -20780862.000000 Penalty: 5943.039551
	Iteration 110Q: 3 clusters Score -2.078086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156220 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -20780862.000000 Penalty: 5943.039551
	Iteration 111F: 3 clusters Score -2.078086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -76066.257812 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -76066.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -74519.765625 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -74519.77 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75338.718750 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -75338.72 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76724.312500 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -76724.31 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -77128.570312 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -77128.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -77209.781250 Penalty: 3238.591797
	Iteration 4Q: 3 clusters Score -77209.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -77225.757812 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -77225.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -77231.039062 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -77231.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -77231.039062 Penalty: 3238.591797
	Iteration 7F: 3 clusters Score -77231.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20237 members 
Mstep: Class 7 contains 273554 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58321 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159841 members 
Mstep: Class 21 contains 125 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 560 members 
Entering Unmasked Estep 
Score: -90837304.000000 Penalty: 76903.515625
Splitting cluster 21 changes total score from -90837784.000000 to -90837304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -84570.812500 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -84570.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82902.070312 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -82902.07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83615.890625 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -83615.89 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -84011.093750 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -84011.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -84244.234375 Penalty: 3290.778320
	Iteration 3F: 3 clusters Score -84244.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -84356.289062 Penalty: 3290.778320
	Iteration 4Q: 3 clusters Score -84356.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -84395.695312 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -84395.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -84448.203125 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -84448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -84467.500000 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -84467.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -84501.570312 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -84501.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -84546.726562 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -84546.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -84559.507812 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -84559.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -84573.851562 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -84573.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -84580.039062 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -84580.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -84601.226562 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -84601.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -84609.507812 Penalty: 3290.778320
	Iteration 14Q: 3 clusters Score -84609.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -84624.429688 Penalty: 3290.778320
	Iteration 15Q: 3 clusters Score -84624.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -84624.429688 Penalty: 3290.778320
	Iteration 16F: 3 clusters Score -84624.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20237 members 
Mstep: Class 7 contains 273554 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58321 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159841 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 522 members 
Mstep: Class 23 contains 239 members 
Entering Unmasked Estep 
Score: -90836152.000000 Penalty: 76903.515625
Splitting cluster 22 changes total score from -90837784.000000 to -90836152.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20237 members 
Mstep: Class 7 contains 273554 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58321 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159841 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837784.000000 Penalty: 73559.882812
Iteration 479Q: 23 clusters Score -9.083778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20237 members 
Mstep: Class 7 contains 273556 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58320 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159840 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837752.000000 Penalty: 73559.882812
Iteration 480F: 23 clusters Score -9.083775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20238 members 
Mstep: Class 7 contains 273555 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58320 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159840 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837792.000000 Penalty: 73559.882812
Iteration 481Q: 23 clusters Score -9.083779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20239 members 
Mstep: Class 7 contains 273557 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58320 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159836 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837800.000000 Penalty: 73559.882812
Iteration 482Q: 23 clusters Score -9.08378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20239 members 
Mstep: Class 7 contains 273556 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58320 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159835 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837848.000000 Penalty: 73559.882812
Iteration 483Q: 23 clusters Score -9.083785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26423 members 
Mstep: Class 6 contains 20240 members 
Mstep: Class 7 contains 273551 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58320 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159839 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837816.000000 Penalty: 73559.882812
Iteration 484Q: 23 clusters Score -9.083782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26422 members 
Mstep: Class 6 contains 20241 members 
Mstep: Class 7 contains 273547 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58321 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159843 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837840.000000 Penalty: 73559.882812
Iteration 485Q: 23 clusters Score -9.083784e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26422 members 
Mstep: Class 6 contains 20243 members 
Mstep: Class 7 contains 273537 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58322 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159849 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837832.000000 Penalty: 73559.882812
Iteration 486Q: 23 clusters Score -9.083783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20246 members 
Mstep: Class 7 contains 273536 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58322 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159849 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837856.000000 Penalty: 73559.882812
Iteration 487Q: 23 clusters Score -9.083786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20246 members 
Mstep: Class 7 contains 273535 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58323 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159848 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837864.000000 Penalty: 73559.882812
Iteration 488Q: 23 clusters Score -9.083786e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20246 members 
Mstep: Class 7 contains 273534 members 
Mstep: Class 8 contains 40175 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58325 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159845 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837816.000000 Penalty: 73559.882812
Iteration 489Q: 23 clusters Score -9.083782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20246 members 
Mstep: Class 7 contains 273538 members 
Mstep: Class 8 contains 40174 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58324 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159843 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837824.000000 Penalty: 73559.882812
Iteration 490Q: 23 clusters Score -9.083782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40988 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20246 members 
Mstep: Class 7 contains 273536 members 
Mstep: Class 8 contains 40174 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58325 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159843 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837792.000000 Penalty: 73559.882812
Iteration 491Q: 23 clusters Score -9.083779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20245 members 
Mstep: Class 7 contains 273537 members 
Mstep: Class 8 contains 40174 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6580 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58327 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159843 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837856.000000 Penalty: 73559.882812
Iteration 492Q: 23 clusters Score -9.083786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20244 members 
Mstep: Class 7 contains 273539 members 
Mstep: Class 8 contains 40175 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6580 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58327 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159840 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837848.000000 Penalty: 73559.882812
Iteration 493Q: 23 clusters Score -9.083785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20243 members 
Mstep: Class 7 contains 273539 members 
Mstep: Class 8 contains 40175 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6581 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58327 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159841 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837888.000000 Penalty: 73559.882812
Iteration 494Q: 23 clusters Score -9.083789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20243 members 
Mstep: Class 7 contains 273540 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6582 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58327 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159839 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837920.000000 Penalty: 73559.882812
Iteration 495Q: 23 clusters Score -9.083792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40987 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20243 members 
Mstep: Class 7 contains 273537 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6582 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58327 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159841 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837912.000000 Penalty: 73559.882812
Iteration 496Q: 23 clusters Score -9.083791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40986 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20243 members 
Mstep: Class 7 contains 273532 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6582 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58328 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159846 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837888.000000 Penalty: 73559.882812
Iteration 497Q: 23 clusters Score -9.083789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40986 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20243 members 
Mstep: Class 7 contains 273531 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6582 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58328 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159848 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837872.000000 Penalty: 73559.882812
Iteration 498Q: 23 clusters Score -9.083787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40986 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20243 members 
Mstep: Class 7 contains 273533 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6582 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58328 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159846 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837848.000000 Penalty: 73559.882812
Iteration 499Q: 23 clusters Score -9.083785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 722 members 
Mstep: Class 4 contains 40985 members 
Mstep: Class 5 contains 26421 members 
Mstep: Class 6 contains 20243 members 
Mstep: Class 7 contains 273534 members 
Mstep: Class 8 contains 40176 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 10 contains 6582 members 
Mstep: Class 11 contains 5875 members 
Mstep: Class 12 contains 5458 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 2299 members 
Mstep: Class 15 contains 13232 members 
Mstep: Class 16 contains 5312 members 
Mstep: Class 17 contains 58328 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 19 contains 14742 members 
Mstep: Class 20 contains 159846 members 
Mstep: Class 21 contains 685 members 
Mstep: Class 22 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90837840.000000 Penalty: 73559.882812
Iteration 500F: 23 clusters Score -9.083784e+07 nChanged 2
Maximum iterations exceeded
--- Evaluating fit on full set of 2150037 points ---
Entering Unmasked Estep 
Score: -272272480.000000 Penalty: 79553.914062
21->23 Clusters: Score -272272480.000000, best is -272292256.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 716679 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 33950 members 
Mstep: Class 3 contains 34027 members 
Mstep: Class 4 contains 34181 members 
Mstep: Class 5 contains 34386 members 
Mstep: Class 6 contains 33879 members 
Mstep: Class 7 contains 34009 members 
Mstep: Class 8 contains 34373 members 
Mstep: Class 9 contains 34129 members 
Mstep: Class 10 contains 33870 members 
Mstep: Class 11 contains 34454 members 
Mstep: Class 12 contains 34249 members 
Mstep: Class 13 contains 34221 members 
Mstep: Class 14 contains 33838 members 
Mstep: Class 15 contains 34113 members 
Mstep: Class 16 contains 33985 members 
Mstep: Class 17 contains 34147 members 
Mstep: Class 18 contains 34206 members 
Mstep: Class 19 contains 34029 members 
Mstep: Class 20 contains 33978 members 
Mstep: Class 21 contains 34288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 129.217255 but Gain 3343.632812
Score: -86280680.000000 Penalty: 66872.625000
Iteration 0F: 21 clusters Score -8.628068e+07 nChanged 680141
Entering Unmasked Mstep 
Mstep: Class 0 contains 2499 members 
Mstep: Class 1 contains 67301 members 
Mstep: Class 2 contains 42075 members 
Mstep: Class 3 contains 12214 members 
Mstep: Class 4 contains 103461 members 
Mstep: Class 5 contains 152671 members 
Mstep: Class 6 contains 28501 members 
Mstep: Class 7 contains 13505 members 
Mstep: Class 8 contains 18085 members 
Mstep: Class 9 contains 28550 members 
Mstep: Class 10 contains 24782 members 
Mstep: Class 11 contains 22695 members 
Mstep: Class 12 contains 8245 members 
Mstep: Class 13 contains 17883 members 
Mstep: Class 14 contains 34284 members 
Mstep: Class 15 contains 70264 members 
Mstep: Class 16 contains 14123 members 
Mstep: Class 17 contains 41547 members 
Mstep: Class 18 contains 2709 members 
Mstep: Class 20 contains 2785 members 
Mstep: Class 21 contains 8500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89293904.000000 Penalty: 66872.625000
Iteration 1F: 21 clusters Score -8.92939e+07 nChanged 300484
Entering Unmasked Mstep 
Mstep: Class 0 contains 2102 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 22023 members 
Mstep: Class 3 contains 18464 members 
Mstep: Class 4 contains 131449 members 
Mstep: Class 5 contains 230407 members 
Mstep: Class 6 contains 12564 members 
Mstep: Class 7 contains 8755 members 
Mstep: Class 8 contains 8222 members 
Mstep: Class 9 contains 16158 members 
Mstep: Class 10 contains 35884 members 
Mstep: Class 11 contains 13239 members 
Mstep: Class 12 contains 3820 members 
Mstep: Class 13 contains 17280 members 
Mstep: Class 14 contains 27725 members 
Mstep: Class 15 contains 58243 members 
Mstep: Class 16 contains 8559 members 
Mstep: Class 17 contains 43519 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 20 contains 2160 members 
Mstep: Class 21 contains 10477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90020392.000000 Penalty: 66872.625000
Iteration 2F: 21 clusters Score -9.002039e+07 nChanged 179456
Entering Unmasked Mstep 
Mstep: Class 0 contains 1450 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 17659 members 
Mstep: Class 3 contains 18965 members 
Mstep: Class 4 contains 132358 members 
Mstep: Class 5 contains 273329 members 
Mstep: Class 6 contains 8822 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 5563 members 
Mstep: Class 9 contains 9128 members 
Mstep: Class 10 contains 49815 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 4857 members 
Mstep: Class 13 contains 17784 members 
Mstep: Class 14 contains 23043 members 
Mstep: Class 15 contains 39516 members 
Mstep: Class 16 contains 5671 members 
Mstep: Class 17 contains 54102 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 20 contains 2818 members 
Mstep: Class 21 contains 14595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3086.919922 but Gain 3343.632812
Score: -90301752.000000 Penalty: 63528.992188
Iteration 3F: 20 clusters Score -9.030175e+07 nChanged 115214
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 20244 members 
Mstep: Class 3 contains 16621 members 
Mstep: Class 4 contains 128794 members 
Mstep: Class 5 contains 297617 members 
Mstep: Class 6 contains 10354 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 4540 members 
Mstep: Class 9 contains 6199 members 
Mstep: Class 10 contains 61094 members 
Mstep: Class 11 contains 6002 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 16146 members 
Mstep: Class 14 contains 17879 members 
Mstep: Class 15 contains 25266 members 
Mstep: Class 17 contains 60599 members 
Mstep: Class 18 contains 1438 members 
Mstep: Class 20 contains 3236 members 
Mstep: Class 21 contains 17564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90515296.000000 Penalty: 63528.992188
Iteration 4F: 20 clusters Score -9.05153e+07 nChanged 78300
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 22685 members 
Mstep: Class 3 contains 14909 members 
Mstep: Class 4 contains 122590 members 
Mstep: Class 5 contains 314353 members 
Mstep: Class 6 contains 12852 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 3203 members 
Mstep: Class 9 contains 4780 members 
Mstep: Class 10 contains 67055 members 
Mstep: Class 11 contains 4408 members 
Mstep: Class 12 contains 8798 members 
Mstep: Class 13 contains 13099 members 
Mstep: Class 14 contains 14754 members 
Mstep: Class 15 contains 15396 members 
Mstep: Class 17 contains 64220 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 20 contains 3186 members 
Mstep: Class 21 contains 18432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90605800.000000 Penalty: 63528.992188
Iteration 5F: 20 clusters Score -9.06058e+07 nChanged 60739
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 24663 members 
Mstep: Class 3 contains 14131 members 
Mstep: Class 4 contains 114761 members 
Mstep: Class 5 contains 328260 members 
Mstep: Class 6 contains 14315 members 
Mstep: Class 7 contains 1613 members 
Mstep: Class 8 contains 2436 members 
Mstep: Class 9 contains 4124 members 
Mstep: Class 10 contains 69971 members 
Mstep: Class 11 contains 3668 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 10632 members 
Mstep: Class 14 contains 13566 members 
Mstep: Class 15 contains 9628 members 
Mstep: Class 17 contains 65564 members 
Mstep: Class 18 contains 1378 members 
Mstep: Class 20 contains 3167 members 
Mstep: Class 21 contains 18389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90635896.000000 Penalty: 63528.992188
Iteration 6F: 20 clusters Score -9.06359e+07 nChanged 48058
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 26168 members 
Mstep: Class 3 contains 13479 members 
Mstep: Class 4 contains 111401 members 
Mstep: Class 5 contains 333979 members 
Mstep: Class 6 contains 15290 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 2191 members 
Mstep: Class 9 contains 3968 members 
Mstep: Class 10 contains 71304 members 
Mstep: Class 11 contains 3490 members 
Mstep: Class 12 contains 10342 members 
Mstep: Class 13 contains 8931 members 
Mstep: Class 14 contains 13448 members 
Mstep: Class 15 contains 6495 members 
Mstep: Class 17 contains 65945 members 
Mstep: Class 18 contains 1382 members 
Mstep: Class 20 contains 3349 members 
Mstep: Class 21 contains 18005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90652360.000000 Penalty: 63528.992188
Iteration 7F: 20 clusters Score -9.065236e+07 nChanged 35965
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 27231 members 
Mstep: Class 3 contains 12865 members 
Mstep: Class 4 contains 112980 members 
Mstep: Class 5 contains 332955 members 
Mstep: Class 6 contains 16006 members 
Mstep: Class 7 contains 1467 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 3984 members 
Mstep: Class 10 contains 72067 members 
Mstep: Class 11 contains 3573 members 
Mstep: Class 12 contains 11033 members 
Mstep: Class 13 contains 7762 members 
Mstep: Class 14 contains 13602 members 
Mstep: Class 15 contains 4730 members 
Mstep: Class 17 contains 66065 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 20 contains 3703 members 
Mstep: Class 21 contains 17407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90670224.000000 Penalty: 63528.992188
Iteration 8F: 20 clusters Score -9.067022e+07 nChanged 27427
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 27793 members 
Mstep: Class 3 contains 12338 members 
Mstep: Class 4 contains 117310 members 
Mstep: Class 5 contains 329043 members 
Mstep: Class 6 contains 16509 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 2135 members 
Mstep: Class 9 contains 4006 members 
Mstep: Class 10 contains 72381 members 
Mstep: Class 11 contains 3762 members 
Mstep: Class 12 contains 11900 members 
Mstep: Class 13 contains 6813 members 
Mstep: Class 14 contains 13821 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 17 contains 65879 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 20 contains 4142 members 
Mstep: Class 21 contains 16620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90686696.000000 Penalty: 63528.992188
Iteration 9Q: 20 clusters Score -9.06867e+07 nChanged 21874
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 27876 members 
Mstep: Class 3 contains 11878 members 
Mstep: Class 4 contains 122988 members 
Mstep: Class 5 contains 324003 members 
Mstep: Class 6 contains 16831 members 
Mstep: Class 7 contains 1435 members 
Mstep: Class 8 contains 2191 members 
Mstep: Class 9 contains 3989 members 
Mstep: Class 10 contains 72261 members 
Mstep: Class 11 contains 4041 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 6035 members 
Mstep: Class 14 contains 14075 members 
Mstep: Class 15 contains 2992 members 
Mstep: Class 17 contains 65499 members 
Mstep: Class 18 contains 1383 members 
Mstep: Class 20 contains 4612 members 
Mstep: Class 21 contains 15806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90700296.000000 Penalty: 63528.992188
Iteration 10Q: 20 clusters Score -9.07003e+07 nChanged 18385
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 27656 members 
Mstep: Class 3 contains 11535 members 
Mstep: Class 4 contains 129269 members 
Mstep: Class 5 contains 318787 members 
Mstep: Class 6 contains 17047 members 
Mstep: Class 7 contains 1432 members 
Mstep: Class 8 contains 2250 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 71705 members 
Mstep: Class 11 contains 4381 members 
Mstep: Class 12 contains 13941 members 
Mstep: Class 13 contains 5384 members 
Mstep: Class 14 contains 14309 members 
Mstep: Class 15 contains 2662 members 
Mstep: Class 17 contains 64925 members 
Mstep: Class 18 contains 1382 members 
Mstep: Class 20 contains 5053 members 
Mstep: Class 21 contains 15035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90712016.000000 Penalty: 63528.992188
Iteration 11Q: 20 clusters Score -9.071202e+07 nChanged 16159
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 27253 members 
Mstep: Class 3 contains 11237 members 
Mstep: Class 4 contains 135825 members 
Mstep: Class 5 contains 313508 members 
Mstep: Class 6 contains 17223 members 
Mstep: Class 7 contains 1429 members 
Mstep: Class 8 contains 2299 members 
Mstep: Class 9 contains 3895 members 
Mstep: Class 10 contains 70985 members 
Mstep: Class 11 contains 4739 members 
Mstep: Class 12 contains 14951 members 
Mstep: Class 13 contains 4819 members 
Mstep: Class 14 contains 14478 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 17 contains 64232 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 20 contains 5474 members 
Mstep: Class 21 contains 14376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90720984.000000 Penalty: 63528.992188
Iteration 12Q: 20 clusters Score -9.072098e+07 nChanged 14753
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 26774 members 
Mstep: Class 3 contains 10994 members 
Mstep: Class 4 contains 142411 members 
Mstep: Class 5 contains 308255 members 
Mstep: Class 6 contains 17340 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 2330 members 
Mstep: Class 9 contains 3811 members 
Mstep: Class 10 contains 70182 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 15945 members 
Mstep: Class 13 contains 4374 members 
Mstep: Class 14 contains 14600 members 
Mstep: Class 15 contains 2454 members 
Mstep: Class 17 contains 63453 members 
Mstep: Class 18 contains 1382 members 
Mstep: Class 20 contains 5858 members 
Mstep: Class 21 contains 13794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90728520.000000 Penalty: 63528.992188
Iteration 13Q: 20 clusters Score -9.072852e+07 nChanged 14180
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 26264 members 
Mstep: Class 3 contains 10766 members 
Mstep: Class 4 contains 148910 members 
Mstep: Class 5 contains 303105 members 
Mstep: Class 6 contains 17401 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 3665 members 
Mstep: Class 10 contains 69370 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 16858 members 
Mstep: Class 13 contains 3957 members 
Mstep: Class 14 contains 14731 members 
Mstep: Class 15 contains 2475 members 
Mstep: Class 17 contains 62599 members 
Mstep: Class 18 contains 1380 members 
Mstep: Class 20 contains 6188 members 
Mstep: Class 21 contains 13387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90732952.000000 Penalty: 63528.992188
Iteration 14Q: 20 clusters Score -9.073295e+07 nChanged 14144
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 25785 members 
Mstep: Class 3 contains 10558 members 
Mstep: Class 4 contains 155601 members 
Mstep: Class 5 contains 297521 members 
Mstep: Class 6 contains 17437 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 2372 members 
Mstep: Class 9 contains 3512 members 
Mstep: Class 10 contains 68604 members 
Mstep: Class 11 contains 5999 members 
Mstep: Class 12 contains 17553 members 
Mstep: Class 13 contains 3599 members 
Mstep: Class 14 contains 14877 members 
Mstep: Class 15 contains 2556 members 
Mstep: Class 17 contains 61740 members 
Mstep: Class 18 contains 1381 members 
Mstep: Class 20 contains 6472 members 
Mstep: Class 21 contains 13306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90734640.000000 Penalty: 63528.992188
Iteration 15Q: 20 clusters Score -9.073464e+07 nChanged 14968
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 25304 members 
Mstep: Class 3 contains 10349 members 
Mstep: Class 4 contains 162936 members 
Mstep: Class 5 contains 290855 members 
Mstep: Class 6 contains 17449 members 
Mstep: Class 7 contains 1425 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 9 contains 3300 members 
Mstep: Class 10 contains 67968 members 
Mstep: Class 11 contains 6482 members 
Mstep: Class 12 contains 18167 members 
Mstep: Class 13 contains 3319 members 
Mstep: Class 14 contains 15053 members 
Mstep: Class 15 contains 2704 members 
Mstep: Class 17 contains 61028 members 
Mstep: Class 18 contains 1382 members 
Mstep: Class 20 contains 6663 members 
Mstep: Class 21 contains 13471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90734768.000000 Penalty: 63528.992188
Iteration 16Q: 20 clusters Score -9.073477e+07 nChanged 15257
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 24769 members 
Mstep: Class 3 contains 10166 members 
Mstep: Class 4 contains 171007 members 
Mstep: Class 5 contains 283198 members 
Mstep: Class 6 contains 17458 members 
Mstep: Class 7 contains 1425 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 9 contains 2983 members 
Mstep: Class 10 contains 67443 members 
Mstep: Class 11 contains 6958 members 
Mstep: Class 12 contains 18779 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 14 contains 15261 members 
Mstep: Class 15 contains 2920 members 
Mstep: Class 17 contains 60471 members 
Mstep: Class 18 contains 1382 members 
Mstep: Class 20 contains 6811 members 
Mstep: Class 21 contains 13718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3329.221924 but Gain 3343.632812
Score: -90735152.000000 Penalty: 60185.359375
Iteration 17Q: 19 clusters Score -9.073515e+07 nChanged 17561
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 24297 members 
Mstep: Class 3 contains 10009 members 
Mstep: Class 4 contains 179237 members 
Mstep: Class 5 contains 276584 members 
Mstep: Class 6 contains 17490 members 
Mstep: Class 7 contains 1425 members 
Mstep: Class 8 contains 2373 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 68256 members 
Mstep: Class 11 contains 7468 members 
Mstep: Class 12 contains 19316 members 
Mstep: Class 14 contains 15456 members 
Mstep: Class 15 contains 3199 members 
Mstep: Class 17 contains 60089 members 
Mstep: Class 18 contains 1383 members 
Mstep: Class 20 contains 6966 members 
Mstep: Class 21 contains 13970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90740616.000000 Penalty: 60185.359375
Iteration 18Q: 19 clusters Score -9.074062e+07 nChanged 13731
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 23841 members 
Mstep: Class 3 contains 9891 members 
Mstep: Class 4 contains 186817 members 
Mstep: Class 5 contains 269008 members 
Mstep: Class 6 contains 17528 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 2363 members 
Mstep: Class 9 contains 2502 members 
Mstep: Class 10 contains 67515 members 
Mstep: Class 11 contains 7883 members 
Mstep: Class 12 contains 19842 members 
Mstep: Class 14 contains 15627 members 
Mstep: Class 15 contains 3527 members 
Mstep: Class 17 contains 59825 members 
Mstep: Class 18 contains 1382 members 
Mstep: Class 20 contains 7082 members 
Mstep: Class 21 contains 14187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90742352.000000 Penalty: 60185.359375
Iteration 19Q: 19 clusters Score -9.074235e+07 nChanged 12547
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 23457 members 
Mstep: Class 3 contains 9799 members 
Mstep: Class 4 contains 193457 members 
Mstep: Class 5 contains 262380 members 
Mstep: Class 6 contains 17551 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 2349 members 
Mstep: Class 9 contains 2323 members 
Mstep: Class 10 contains 66750 members 
Mstep: Class 11 contains 8302 members 
Mstep: Class 12 contains 20323 members 
Mstep: Class 14 contains 15808 members 
Mstep: Class 15 contains 3897 members 
Mstep: Class 17 contains 59555 members 
Mstep: Class 18 contains 1381 members 
Mstep: Class 20 contains 7187 members 
Mstep: Class 21 contains 14367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90746736.000000 Penalty: 60185.359375
Iteration 20F: 19 clusters Score -9.074674e+07 nChanged 12573
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 23092 members 
Mstep: Class 3 contains 9653 members 
Mstep: Class 4 contains 199109 members 
Mstep: Class 5 contains 256570 members 
Mstep: Class 6 contains 17578 members 
Mstep: Class 7 contains 1423 members 
Mstep: Class 8 contains 2347 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 65933 members 
Mstep: Class 11 contains 8848 members 
Mstep: Class 12 contains 20781 members 
Mstep: Class 14 contains 15445 members 
Mstep: Class 15 contains 4382 members 
Mstep: Class 17 contains 59245 members 
Mstep: Class 18 contains 1378 members 
Mstep: Class 20 contains 7318 members 
Mstep: Class 21 contains 14534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90758656.000000 Penalty: 60185.359375
Iteration 21Q: 19 clusters Score -9.075866e+07 nChanged 12805
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 22738 members 
Mstep: Class 3 contains 9510 members 
Mstep: Class 4 contains 203339 members 
Mstep: Class 5 contains 251813 members 
Mstep: Class 6 contains 17536 members 
Mstep: Class 7 contains 1423 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 2650 members 
Mstep: Class 10 contains 65121 members 
Mstep: Class 11 contains 9387 members 
Mstep: Class 12 contains 21221 members 
Mstep: Class 14 contains 16681 members 
Mstep: Class 15 contains 4943 members 
Mstep: Class 17 contains 58187 members 
Mstep: Class 18 contains 1377 members 
Mstep: Class 20 contains 7411 members 
Mstep: Class 21 contains 14697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90763048.000000 Penalty: 60185.359375
Iteration 22Q: 19 clusters Score -9.076305e+07 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 22374 members 
Mstep: Class 3 contains 9355 members 
Mstep: Class 4 contains 206282 members 
Mstep: Class 5 contains 248489 members 
Mstep: Class 6 contains 17522 members 
Mstep: Class 7 contains 1422 members 
Mstep: Class 8 contains 2345 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 64328 members 
Mstep: Class 11 contains 9871 members 
Mstep: Class 12 contains 21637 members 
Mstep: Class 14 contains 17835 members 
Mstep: Class 15 contains 5520 members 
Mstep: Class 17 contains 57283 members 
Mstep: Class 18 contains 1375 members 
Mstep: Class 20 contains 7502 members 
Mstep: Class 21 contains 14834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90765048.000000 Penalty: 60185.359375
Iteration 23Q: 19 clusters Score -9.076505e+07 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 21989 members 
Mstep: Class 3 contains 9203 members 
Mstep: Class 4 contains 207953 members 
Mstep: Class 5 contains 246663 members 
Mstep: Class 6 contains 17527 members 
Mstep: Class 7 contains 1422 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 9 contains 2339 members 
Mstep: Class 10 contains 63572 members 
Mstep: Class 11 contains 10228 members 
Mstep: Class 12 contains 22023 members 
Mstep: Class 14 contains 18766 members 
Mstep: Class 15 contains 6088 members 
Mstep: Class 17 contains 56525 members 
Mstep: Class 18 contains 1374 members 
Mstep: Class 20 contains 7590 members 
Mstep: Class 21 contains 14941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90767320.000000 Penalty: 60185.359375
Iteration 24Q: 19 clusters Score -9.076732e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 21553 members 
Mstep: Class 3 contains 9049 members 
Mstep: Class 4 contains 208681 members 
Mstep: Class 5 contains 245869 members 
Mstep: Class 6 contains 17524 members 
Mstep: Class 7 contains 1421 members 
Mstep: Class 8 contains 2317 members 
Mstep: Class 9 contains 2302 members 
Mstep: Class 10 contains 62947 members 
Mstep: Class 11 contains 10526 members 
Mstep: Class 12 contains 22379 members 
Mstep: Class 14 contains 19548 members 
Mstep: Class 15 contains 6569 members 
Mstep: Class 17 contains 55927 members 
Mstep: Class 18 contains 1374 members 
Mstep: Class 20 contains 7674 members 
Mstep: Class 21 contains 15026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90768848.000000 Penalty: 60185.359375
Iteration 25Q: 19 clusters Score -9.076885e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 21184 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 208504 members 
Mstep: Class 5 contains 245958 members 
Mstep: Class 6 contains 17527 members 
Mstep: Class 7 contains 1421 members 
Mstep: Class 8 contains 2315 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 62426 members 
Mstep: Class 11 contains 10810 members 
Mstep: Class 12 contains 22673 members 
Mstep: Class 14 contains 20260 members 
Mstep: Class 15 contains 6998 members 
Mstep: Class 17 contains 55360 members 
Mstep: Class 18 contains 1374 members 
Mstep: Class 20 contains 7777 members 
Mstep: Class 21 contains 15085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90770240.000000 Penalty: 60185.359375
Iteration 26Q: 19 clusters Score -9.077024e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 20872 members 
Mstep: Class 3 contains 8827 members 
Mstep: Class 4 contains 207573 members 
Mstep: Class 5 contains 246755 members 
Mstep: Class 6 contains 17527 members 
Mstep: Class 7 contains 1421 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 61975 members 
Mstep: Class 11 contains 11047 members 
Mstep: Class 12 contains 22909 members 
Mstep: Class 14 contains 21001 members 
Mstep: Class 15 contains 7371 members 
Mstep: Class 17 contains 54819 members 
Mstep: Class 18 contains 1374 members 
Mstep: Class 20 contains 7884 members 
Mstep: Class 21 contains 15138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90771960.000000 Penalty: 60185.359375
Iteration 27Q: 19 clusters Score -9.077196e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 20533 members 
Mstep: Class 3 contains 8721 members 
Mstep: Class 4 contains 206134 members 
Mstep: Class 5 contains 248018 members 
Mstep: Class 6 contains 17529 members 
Mstep: Class 7 contains 1420 members 
Mstep: Class 8 contains 2310 members 
Mstep: Class 9 contains 2299 members 
Mstep: Class 10 contains 61555 members 
Mstep: Class 11 contains 11272 members 
Mstep: Class 12 contains 23149 members 
Mstep: Class 14 contains 21776 members 
Mstep: Class 15 contains 7708 members 
Mstep: Class 17 contains 54338 members 
Mstep: Class 18 contains 1374 members 
Mstep: Class 20 contains 8001 members 
Mstep: Class 21 contains 15168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90773496.000000 Penalty: 60185.359375
Iteration 28Q: 19 clusters Score -9.07735e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 20163 members 
Mstep: Class 3 contains 8616 members 
Mstep: Class 4 contains 204269 members 
Mstep: Class 5 contains 249672 members 
Mstep: Class 6 contains 17527 members 
Mstep: Class 7 contains 1420 members 
Mstep: Class 8 contains 2310 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 61159 members 
Mstep: Class 11 contains 11450 members 
Mstep: Class 12 contains 23381 members 
Mstep: Class 14 contains 22563 members 
Mstep: Class 15 contains 8023 members 
Mstep: Class 17 contains 53938 members 
Mstep: Class 18 contains 1374 members 
Mstep: Class 20 contains 8144 members 
Mstep: Class 21 contains 15190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90774776.000000 Penalty: 60185.359375
Iteration 29Q: 19 clusters Score -9.077478e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 19768 members 
Mstep: Class 3 contains 8497 members 
Mstep: Class 4 contains 202213 members 
Mstep: Class 5 contains 251402 members 
Mstep: Class 6 contains 17525 members 
Mstep: Class 7 contains 1420 members 
Mstep: Class 8 contains 2310 members 
Mstep: Class 9 contains 2301 members 
Mstep: Class 10 contains 60839 members 
Mstep: Class 11 contains 11590 members 
Mstep: Class 12 contains 23624 members 
Mstep: Class 14 contains 23393 members 
Mstep: Class 15 contains 8297 members 
Mstep: Class 17 contains 53641 members 
Mstep: Class 18 contains 1374 members 
Mstep: Class 20 contains 8290 members 
Mstep: Class 21 contains 15195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90776208.000000 Penalty: 60185.359375
Iteration 30Q: 19 clusters Score -9.077621e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 19392 members 
Mstep: Class 3 contains 8386 members 
Mstep: Class 4 contains 199986 members 
Mstep: Class 5 contains 253324 members 
Mstep: Class 6 contains 17512 members 
Mstep: Class 7 contains 1420 members 
Mstep: Class 8 contains 2313 members 
Mstep: Class 9 contains 2301 members 
Mstep: Class 10 contains 60488 members 
Mstep: Class 11 contains 11725 members 
Mstep: Class 12 contains 23851 members 
Mstep: Class 14 contains 24207 members 
Mstep: Class 15 contains 8574 members 
Mstep: Class 17 contains 53365 members 
Mstep: Class 18 contains 1374 members 
Mstep: Class 20 contains 8418 members 
Mstep: Class 21 contains 15213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90777736.000000 Penalty: 60185.359375
Iteration 31Q: 19 clusters Score -9.077774e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 19074 members 
Mstep: Class 3 contains 8297 members 
Mstep: Class 4 contains 197685 members 
Mstep: Class 5 contains 255292 members 
Mstep: Class 6 contains 17513 members 
Mstep: Class 7 contains 1420 members 
Mstep: Class 8 contains 2313 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 60197 members 
Mstep: Class 11 contains 11828 members 
Mstep: Class 12 contains 24051 members 
Mstep: Class 14 contains 24969 members 
Mstep: Class 15 contains 8789 members 
Mstep: Class 17 contains 53149 members 
Mstep: Class 18 contains 1374 members 
Mstep: Class 20 contains 8540 members 
Mstep: Class 21 contains 15232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90778696.000000 Penalty: 60185.359375
Iteration 32Q: 19 clusters Score -9.07787e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 18764 members 
Mstep: Class 3 contains 8225 members 
Mstep: Class 4 contains 195337 members 
Mstep: Class 5 contains 257375 members 
Mstep: Class 6 contains 17500 members 
Mstep: Class 7 contains 1420 members 
Mstep: Class 8 contains 2313 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 59896 members 
Mstep: Class 11 contains 11943 members 
Mstep: Class 12 contains 24237 members 
Mstep: Class 14 contains 25610 members 
Mstep: Class 15 contains 9015 members 
Mstep: Class 17 contains 52958 members 
Mstep: Class 18 contains 1373 members 
Mstep: Class 20 contains 8672 members 
Mstep: Class 21 contains 15256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90779664.000000 Penalty: 60185.359375
Iteration 33Q: 19 clusters Score -9.077966e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 18503 members 
Mstep: Class 3 contains 8157 members 
Mstep: Class 4 contains 193010 members 
Mstep: Class 5 contains 259457 members 
Mstep: Class 6 contains 17497 members 
Mstep: Class 7 contains 1419 members 
Mstep: Class 8 contains 2313 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 59596 members 
Mstep: Class 11 contains 12078 members 
Mstep: Class 12 contains 24400 members 
Mstep: Class 14 contains 26101 members 
Mstep: Class 15 contains 9232 members 
Mstep: Class 17 contains 52846 members 
Mstep: Class 18 contains 1373 members 
Mstep: Class 20 contains 8793 members 
Mstep: Class 21 contains 15267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90780688.000000 Penalty: 60185.359375
Iteration 34Q: 19 clusters Score -9.078069e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 18291 members 
Mstep: Class 3 contains 8091 members 
Mstep: Class 4 contains 190716 members 
Mstep: Class 5 contains 261539 members 
Mstep: Class 6 contains 17490 members 
Mstep: Class 7 contains 1419 members 
Mstep: Class 8 contains 2312 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 59329 members 
Mstep: Class 11 contains 12197 members 
Mstep: Class 12 contains 24530 members 
Mstep: Class 14 contains 26515 members 
Mstep: Class 15 contains 9410 members 
Mstep: Class 17 contains 52749 members 
Mstep: Class 18 contains 1373 members 
Mstep: Class 20 contains 8923 members 
Mstep: Class 21 contains 15281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90781344.000000 Penalty: 60185.359375
Iteration 35Q: 19 clusters Score -9.078134e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 18086 members 
Mstep: Class 3 contains 8050 members 
Mstep: Class 4 contains 188694 members 
Mstep: Class 5 contains 263438 members 
Mstep: Class 6 contains 17491 members 
Mstep: Class 7 contains 1418 members 
Mstep: Class 8 contains 2313 members 
Mstep: Class 9 contains 2298 members 
Mstep: Class 10 contains 59073 members 
Mstep: Class 11 contains 12315 members 
Mstep: Class 12 contains 24653 members 
Mstep: Class 14 contains 26815 members 
Mstep: Class 15 contains 9577 members 
Mstep: Class 17 contains 52689 members 
Mstep: Class 18 contains 1373 members 
Mstep: Class 20 contains 9013 members 
Mstep: Class 21 contains 15280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90782024.000000 Penalty: 60185.359375
Iteration 36Q: 19 clusters Score -9.078202e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 17918 members 
Mstep: Class 3 contains 8022 members 
Mstep: Class 4 contains 186828 members 
Mstep: Class 5 contains 265185 members 
Mstep: Class 6 contains 17490 members 
Mstep: Class 7 contains 1417 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 9 contains 2296 members 
Mstep: Class 10 contains 58866 members 
Mstep: Class 11 contains 12388 members 
Mstep: Class 12 contains 24744 members 
Mstep: Class 14 contains 27062 members 
Mstep: Class 15 contains 9766 members 
Mstep: Class 17 contains 52606 members 
Mstep: Class 18 contains 1373 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 15290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90782592.000000 Penalty: 60185.359375
Iteration 37Q: 19 clusters Score -9.078259e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 17727 members 
Mstep: Class 3 contains 7999 members 
Mstep: Class 4 contains 185164 members 
Mstep: Class 5 contains 266741 members 
Mstep: Class 6 contains 17490 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 9 contains 2296 members 
Mstep: Class 10 contains 58682 members 
Mstep: Class 11 contains 12482 members 
Mstep: Class 12 contains 24830 members 
Mstep: Class 14 contains 27242 members 
Mstep: Class 15 contains 9971 members 
Mstep: Class 17 contains 52548 members 
Mstep: Class 18 contains 1373 members 
Mstep: Class 20 contains 9170 members 
Mstep: Class 21 contains 15309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90783064.000000 Penalty: 60185.359375
Iteration 38Q: 19 clusters Score -9.078306e+07 nChanged 3083
Entering ConstructFrom: 
Score: -90783064.000000 Penalty: 60185.359375
Entering ConstructFrom: 
Trying to split cluster 1 (3830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Entering Unmasked Estep 
Score: -447636.937500 Penalty: 2046.153687
	Iteration 0F: 2 clusters Score -447636.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -443788.500000 Penalty: 4092.307373
	Iteration 0F: 3 clusters Score -443788.5 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -444778.437500 Penalty: 4092.307373
	Iteration 1F: 3 clusters Score -444778.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -445055.375000 Penalty: 4092.307373
	Iteration 2F: 3 clusters Score -445055.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -445293.187500 Penalty: 4092.307373
	Iteration 3F: 3 clusters Score -445293.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -445477.281250 Penalty: 4092.307373
	Iteration 4F: 3 clusters Score -445477.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -445603.093750 Penalty: 4092.307373
	Iteration 5Q: 3 clusters Score -445603.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -445734.000000 Penalty: 4092.307373
	Iteration 6Q: 3 clusters Score -445734 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -445860.843750 Penalty: 4092.307373
	Iteration 7Q: 3 clusters Score -445860.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -445975.968750 Penalty: 4092.307373
	Iteration 8Q: 3 clusters Score -445976 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -446083.437500 Penalty: 4092.307373
	Iteration 9Q: 3 clusters Score -446083.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -446172.781250 Penalty: 4092.307373
	Iteration 10Q: 3 clusters Score -446172.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -446237.500000 Penalty: 4092.307373
	Iteration 11Q: 3 clusters Score -446237.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -446295.406250 Penalty: 4092.307373
	Iteration 12Q: 3 clusters Score -446295.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -446346.843750 Penalty: 4092.307373
	Iteration 13Q: 3 clusters Score -446346.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -446400.062500 Penalty: 4092.307373
	Iteration 14Q: 3 clusters Score -446400.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -446465.718750 Penalty: 4092.307373
	Iteration 15Q: 3 clusters Score -446465.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -446507.312500 Penalty: 4092.307373
	Iteration 16Q: 3 clusters Score -446507.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -446536.718750 Penalty: 4092.307373
	Iteration 17Q: 3 clusters Score -446536.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -446553.718750 Penalty: 4092.307373
	Iteration 18Q: 3 clusters Score -446553.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -446558.968750 Penalty: 4092.307373
	Iteration 19Q: 3 clusters Score -446559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -446566.312500 Penalty: 4092.307373
	Iteration 20F: 3 clusters Score -446566.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -446574.093750 Penalty: 4092.307373
	Iteration 21Q: 3 clusters Score -446574.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -446577.093750 Penalty: 4092.307373
	Iteration 22Q: 3 clusters Score -446577.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -446577.843750 Penalty: 4092.307373
	Iteration 23Q: 3 clusters Score -446577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -446578.375000 Penalty: 4092.307373
	Iteration 24Q: 3 clusters Score -446578.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -446579.312500 Penalty: 4092.307373
	Iteration 25Q: 3 clusters Score -446579.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -446580.750000 Penalty: 4092.307373
	Iteration 26Q: 3 clusters Score -446580.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -446579.968750 Penalty: 4092.307373
	Iteration 27Q: 3 clusters Score -446580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -446580.250000 Penalty: 4092.307373
	Iteration 28Q: 3 clusters Score -446580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -446581.000000 Penalty: 4092.307373
	Iteration 29Q: 3 clusters Score -446581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -446582.156250 Penalty: 4092.307373
	Iteration 30Q: 3 clusters Score -446582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -446581.906250 Penalty: 4092.307373
	Iteration 31Q: 3 clusters Score -446581.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -446582.781250 Penalty: 4092.307373
	Iteration 32Q: 3 clusters Score -446582.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -446582.781250 Penalty: 4092.307373
	Iteration 33F: 3 clusters Score -446582.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Entering Unmasked Estep 
Score: -2278894.250000 Penalty: 2424.136719
	Iteration 0F: 2 clusters Score -2278894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2266303.500000 Penalty: 4848.273438
	Iteration 0F: 3 clusters Score -2266304 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2270440.500000 Penalty: 4848.273438
	Iteration 1F: 3 clusters Score -2270440 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2270943.000000 Penalty: 4848.273438
	Iteration 2F: 3 clusters Score -2270943 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2271549.250000 Penalty: 4848.273438
	Iteration 3F: 3 clusters Score -2271549 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2272368.500000 Penalty: 4848.273438
	Iteration 4F: 3 clusters Score -2272368 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2273312.250000 Penalty: 4848.273438
	Iteration 5F: 3 clusters Score -2273312 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2274307.000000 Penalty: 4848.273438
	Iteration 6F: 3 clusters Score -2274307 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2275317.000000 Penalty: 4848.273438
	Iteration 7F: 3 clusters Score -2275317 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2276384.500000 Penalty: 4848.273438
	Iteration 8F: 3 clusters Score -2276384 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -2277374.000000 Penalty: 4848.273438
	Iteration 9Q: 3 clusters Score -2277374 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2278211.250000 Penalty: 4848.273438
	Iteration 10Q: 3 clusters Score -2278211 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2278615.750000 Penalty: 4848.273438
	Iteration 11Q: 3 clusters Score -2278616 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2278772.250000 Penalty: 4848.273438
	Iteration 12Q: 3 clusters Score -2278772 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2278841.000000 Penalty: 4848.273438
	Iteration 13Q: 3 clusters Score -2278841 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2278879.500000 Penalty: 4848.273438
	Iteration 14Q: 3 clusters Score -2278880 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2278908.250000 Penalty: 4848.273438
	Iteration 15Q: 3 clusters Score -2278908 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2278919.750000 Penalty: 4848.273438
	Iteration 16Q: 3 clusters Score -2278920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2278920.250000 Penalty: 4848.273438
	Iteration 17Q: 3 clusters Score -2278920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2278924.250000 Penalty: 4848.273438
	Iteration 18Q: 3 clusters Score -2278924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2278937.500000 Penalty: 4848.273438
	Iteration 19Q: 3 clusters Score -2278938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2278940.000000 Penalty: 4848.273438
	Iteration 20F: 3 clusters Score -2278940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2278946.000000 Penalty: 4848.273438
	Iteration 21Q: 3 clusters Score -2278946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2278950.750000 Penalty: 4848.273438
	Iteration 22Q: 3 clusters Score -2278951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2278953.500000 Penalty: 4848.273438
	Iteration 23Q: 3 clusters Score -2278954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2278957.500000 Penalty: 4848.273438
	Iteration 24Q: 3 clusters Score -2278958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2278961.250000 Penalty: 4848.273438
	Iteration 25Q: 3 clusters Score -2278961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2278964.000000 Penalty: 4848.273438
	Iteration 26Q: 3 clusters Score -2278964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2278968.000000 Penalty: 4848.273438
	Iteration 27Q: 3 clusters Score -2278968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2278973.000000 Penalty: 4848.273438
	Iteration 28Q: 3 clusters Score -2278973 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2278987.000000 Penalty: 4848.273438
	Iteration 29Q: 3 clusters Score -2278987 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2279003.000000 Penalty: 4848.273438
	Iteration 30Q: 3 clusters Score -2279003 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2279016.250000 Penalty: 4848.273438
	Iteration 31Q: 3 clusters Score -2279016 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2279029.750000 Penalty: 4848.273438
	Iteration 32Q: 3 clusters Score -2279030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2279039.750000 Penalty: 4848.273438
	Iteration 33Q: 3 clusters Score -2279040 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2279059.500000 Penalty: 4848.273438
	Iteration 34Q: 3 clusters Score -2279060 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2279076.750000 Penalty: 4848.273438
	Iteration 35Q: 3 clusters Score -2279077 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2279088.500000 Penalty: 4848.273438
	Iteration 36Q: 3 clusters Score -2279088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2279108.500000 Penalty: 4848.273438
	Iteration 37Q: 3 clusters Score -2279108 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2279136.750000 Penalty: 4848.273438
	Iteration 38Q: 3 clusters Score -2279137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2279146.000000 Penalty: 4848.273438
	Iteration 39Q: 3 clusters Score -2279146 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2279174.000000 Penalty: 4848.273438
	Iteration 40F: 3 clusters Score -2279174 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2279211.500000 Penalty: 4848.273438
	Iteration 41Q: 3 clusters Score -2279212 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2279257.000000 Penalty: 4848.273438
	Iteration 42Q: 3 clusters Score -2279257 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2279310.000000 Penalty: 4848.273438
	Iteration 43Q: 3 clusters Score -2279310 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2279364.000000 Penalty: 4848.273438
	Iteration 44Q: 3 clusters Score -2279364 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2279444.750000 Penalty: 4848.273438
	Iteration 45Q: 3 clusters Score -2279445 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2279529.500000 Penalty: 4848.273438
	Iteration 46Q: 3 clusters Score -2279530 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2279613.000000 Penalty: 4848.273438
	Iteration 47Q: 3 clusters Score -2279613 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2279713.000000 Penalty: 4848.273438
	Iteration 48Q: 3 clusters Score -2279713 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2279809.000000 Penalty: 4848.273438
	Iteration 49Q: 3 clusters Score -2279809 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2279889.250000 Penalty: 4848.273438
	Iteration 50Q: 3 clusters Score -2279889 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2279956.000000 Penalty: 4848.273438
	Iteration 51Q: 3 clusters Score -2279956 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2279995.750000 Penalty: 4848.273438
	Iteration 52Q: 3 clusters Score -2279996 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2280020.250000 Penalty: 4848.273438
	Iteration 53Q: 3 clusters Score -2280020 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2280035.000000 Penalty: 4848.273438
	Iteration 54Q: 3 clusters Score -2280035 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2280059.250000 Penalty: 4848.273438
	Iteration 55Q: 3 clusters Score -2280059 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2280074.250000 Penalty: 4848.273438
	Iteration 56Q: 3 clusters Score -2280074 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2280085.750000 Penalty: 4848.273438
	Iteration 57Q: 3 clusters Score -2280086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2280099.500000 Penalty: 4848.273438
	Iteration 58Q: 3 clusters Score -2280100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2280100.500000 Penalty: 4848.273438
	Iteration 59Q: 3 clusters Score -2280100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2280122.750000 Penalty: 4848.273438
	Iteration 60F: 3 clusters Score -2280123 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2280136.500000 Penalty: 4848.273438
	Iteration 61Q: 3 clusters Score -2280136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2280138.750000 Penalty: 4848.273438
	Iteration 62Q: 3 clusters Score -2280139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2280140.750000 Penalty: 4848.273438
	Iteration 63Q: 3 clusters Score -2280141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2280149.750000 Penalty: 4848.273438
	Iteration 64Q: 3 clusters Score -2280150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2280146.750000 Penalty: 4848.273438
	Iteration 65Q: 3 clusters Score -2280147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2280150.250000 Penalty: 4848.273438
	Iteration 66Q: 3 clusters Score -2280150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2280151.000000 Penalty: 4848.273438
	Iteration 67Q: 3 clusters Score -2280151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2280150.750000 Penalty: 4848.273438
	Iteration 68Q: 3 clusters Score -2280151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2280150.750000 Penalty: 4848.273438
	Iteration 69F: 3 clusters Score -2280151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 10066 members 
Mstep: Class 3 contains 7981 members 
Mstep: Class 4 contains 183600 members 
Mstep: Class 5 contains 268169 members 
Mstep: Class 6 contains 17467 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 58533 members 
Mstep: Class 11 contains 12566 members 
Mstep: Class 12 contains 24908 members 
Mstep: Class 13 contains 7518 members 
Mstep: Class 14 contains 27392 members 
Mstep: Class 15 contains 10176 members 
Mstep: Class 17 contains 52509 members 
Mstep: Class 18 contains 1373 members 
Mstep: Class 20 contains 9226 members 
Mstep: Class 21 contains 15324 members 
Entering Unmasked Estep 
Score: -90784056.000000 Penalty: 63528.992188
Splitting cluster 2 changes total score from -90783064.000000 to -90784056.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 3 (7981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Entering Unmasked Estep 
Score: -878970.437500 Penalty: 2228.235107
	Iteration 0F: 2 clusters Score -878970.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -872776.937500 Penalty: 4456.470215
	Iteration 0F: 3 clusters Score -872776.9 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -875732.437500 Penalty: 4456.470215
	Iteration 1F: 3 clusters Score -875732.4 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -877659.937500 Penalty: 4456.470215
	Iteration 2F: 3 clusters Score -877659.9 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -879469.562500 Penalty: 4456.470215
	Iteration 3F: 3 clusters Score -879469.6 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -880826.562500 Penalty: 4456.470215
	Iteration 4F: 3 clusters Score -880826.6 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -881896.062500 Penalty: 4456.470215
	Iteration 5F: 3 clusters Score -881896.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -882401.687500 Penalty: 4456.470215
	Iteration 6F: 3 clusters Score -882401.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -882563.562500 Penalty: 4456.470215
	Iteration 7Q: 3 clusters Score -882563.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -882602.125000 Penalty: 4456.470215
	Iteration 8Q: 3 clusters Score -882602.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -882616.250000 Penalty: 4456.470215
	Iteration 9Q: 3 clusters Score -882616.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -882623.437500 Penalty: 4456.470215
	Iteration 10Q: 3 clusters Score -882623.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -882625.687500 Penalty: 4456.470215
	Iteration 11Q: 3 clusters Score -882625.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -882626.750000 Penalty: 4456.470215
	Iteration 12Q: 3 clusters Score -882626.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -882627.125000 Penalty: 4456.470215
	Iteration 13Q: 3 clusters Score -882627.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -882626.500000 Penalty: 4456.470215
	Iteration 14Q: 3 clusters Score -882626.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -882627.000000 Penalty: 4456.470215
	Iteration 15Q: 3 clusters Score -882627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -882627.937500 Penalty: 4456.470215
	Iteration 16Q: 3 clusters Score -882627.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -882630.062500 Penalty: 4456.470215
	Iteration 17Q: 3 clusters Score -882630.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -882628.812500 Penalty: 4456.470215
	Iteration 18Q: 3 clusters Score -882628.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -882628.812500 Penalty: 4456.470215
	Iteration 19F: 3 clusters Score -882628.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 10066 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 183600 members 
Mstep: Class 5 contains 268169 members 
Mstep: Class 6 contains 17467 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 58533 members 
Mstep: Class 11 contains 12566 members 
Mstep: Class 12 contains 24908 members 
Mstep: Class 13 contains 7518 members 
Mstep: Class 14 contains 27392 members 
Mstep: Class 15 contains 10176 members 
Mstep: Class 16 contains 1001 members 
Mstep: Class 17 contains 52509 members 
Mstep: Class 18 contains 1373 members 
Mstep: Class 20 contains 9226 members 
Mstep: Class 21 contains 15324 members 
Entering Unmasked Estep 
Score: -90786760.000000 Penalty: 66872.625000
Splitting cluster 3 changes total score from -90783064.000000 to -90786760.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 4 (183600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183600 members 
Entering Unmasked Estep 
Score: -23865176.000000 Penalty: 3005.887695
	Iteration 0F: 2 clusters Score -2.386518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91600 members 
Mstep: Class 2 contains 92000 members 
Entering Unmasked Estep 
Score: -23748306.000000 Penalty: 6011.775391
	Iteration 0F: 3 clusters Score -2.374831e+07 nChanged 88085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89015 members 
Mstep: Class 2 contains 94585 members 
Entering Unmasked Estep 
Score: -23799466.000000 Penalty: 6011.775391
	Iteration 1F: 3 clusters Score -2.379947e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 96199 members 
Entering Unmasked Estep 
Score: -23800994.000000 Penalty: 6011.775391
	Iteration 2Q: 3 clusters Score -2.380099e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84872 members 
Mstep: Class 2 contains 98728 members 
Entering Unmasked Estep 
Score: -23803148.000000 Penalty: 6011.775391
	Iteration 3Q: 3 clusters Score -2.380315e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 102857 members 
Entering Unmasked Estep 
Score: -23805904.000000 Penalty: 6011.775391
	Iteration 4Q: 3 clusters Score -2.38059e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74462 members 
Mstep: Class 2 contains 109138 members 
Entering Unmasked Estep 
Score: -23810812.000000 Penalty: 6011.775391
	Iteration 5F: 3 clusters Score -2.381081e+07 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 117876 members 
Entering Unmasked Estep 
Score: -23818788.000000 Penalty: 6011.775391
	Iteration 6F: 3 clusters Score -2.381879e+07 nChanged 13574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 128634 members 
Entering Unmasked Estep 
Score: -23830016.000000 Penalty: 6011.775391
	Iteration 7F: 3 clusters Score -2.383002e+07 nChanged 13489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 139567 members 
Entering Unmasked Estep 
Score: -23842456.000000 Penalty: 6011.775391
	Iteration 8F: 3 clusters Score -2.384246e+07 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 147818 members 
Entering Unmasked Estep 
Score: -23851992.000000 Penalty: 6011.775391
	Iteration 9F: 3 clusters Score -2.385199e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 152894 members 
Entering Unmasked Estep 
Score: -23857148.000000 Penalty: 6011.775391
	Iteration 10Q: 3 clusters Score -2.385715e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 156177 members 
Entering Unmasked Estep 
Score: -23859494.000000 Penalty: 6011.775391
	Iteration 11Q: 3 clusters Score -2.385949e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 158588 members 
Entering Unmasked Estep 
Score: -23860622.000000 Penalty: 6011.775391
	Iteration 12Q: 3 clusters Score -2.386062e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 160627 members 
Entering Unmasked Estep 
Score: -23861192.000000 Penalty: 6011.775391
	Iteration 13Q: 3 clusters Score -2.386119e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 162442 members 
Entering Unmasked Estep 
Score: -23861726.000000 Penalty: 6011.775391
	Iteration 14Q: 3 clusters Score -2.386173e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 164041 members 
Entering Unmasked Estep 
Score: -23861972.000000 Penalty: 6011.775391
	Iteration 15Q: 3 clusters Score -2.386197e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 165503 members 
Entering Unmasked Estep 
Score: -23862208.000000 Penalty: 6011.775391
	Iteration 16Q: 3 clusters Score -2.386221e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 166823 members 
Entering Unmasked Estep 
Score: -23862556.000000 Penalty: 6011.775391
	Iteration 17Q: 3 clusters Score -2.386256e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 168040 members 
Entering Unmasked Estep 
Score: -23862750.000000 Penalty: 6011.775391
	Iteration 18Q: 3 clusters Score -2.386275e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 169190 members 
Entering Unmasked Estep 
Score: -23862942.000000 Penalty: 6011.775391
	Iteration 19Q: 3 clusters Score -2.386294e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 170304 members 
Entering Unmasked Estep 
Score: -23863130.000000 Penalty: 6011.775391
	Iteration 20F: 3 clusters Score -2.386313e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 171321 members 
Entering Unmasked Estep 
Score: -23863292.000000 Penalty: 6011.775391
	Iteration 21Q: 3 clusters Score -2.386329e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 172223 members 
Entering Unmasked Estep 
Score: -23863428.000000 Penalty: 6011.775391
	Iteration 22Q: 3 clusters Score -2.386343e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 173067 members 
Entering Unmasked Estep 
Score: -23863496.000000 Penalty: 6011.775391
	Iteration 23Q: 3 clusters Score -2.38635e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 173837 members 
Entering Unmasked Estep 
Score: -23863678.000000 Penalty: 6011.775391
	Iteration 24Q: 3 clusters Score -2.386368e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 174503 members 
Entering Unmasked Estep 
Score: -23863738.000000 Penalty: 6011.775391
	Iteration 25Q: 3 clusters Score -2.386374e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 175102 members 
Entering Unmasked Estep 
Score: -23863734.000000 Penalty: 6011.775391
	Iteration 26Q: 3 clusters Score -2.386373e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 175624 members 
Entering Unmasked Estep 
Score: -23863812.000000 Penalty: 6011.775391
	Iteration 27Q: 3 clusters Score -2.386381e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 176064 members 
Entering Unmasked Estep 
Score: -23863882.000000 Penalty: 6011.775391
	Iteration 28Q: 3 clusters Score -2.386388e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 176475 members 
Entering Unmasked Estep 
Score: -23863912.000000 Penalty: 6011.775391
	Iteration 29Q: 3 clusters Score -2.386391e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 176831 members 
Entering Unmasked Estep 
Score: -23864002.000000 Penalty: 6011.775391
	Iteration 30Q: 3 clusters Score -2.3864e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 177165 members 
Entering Unmasked Estep 
Score: -23864038.000000 Penalty: 6011.775391
	Iteration 31Q: 3 clusters Score -2.386404e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 177427 members 
Entering Unmasked Estep 
Score: -23864006.000000 Penalty: 6011.775391
	Iteration 32Q: 3 clusters Score -2.386401e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 177639 members 
Entering Unmasked Estep 
Score: -23863998.000000 Penalty: 6011.775391
	Iteration 33Q: 3 clusters Score -2.3864e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 177829 members 
Entering Unmasked Estep 
Score: -23864006.000000 Penalty: 6011.775391
	Iteration 34Q: 3 clusters Score -2.386401e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 177993 members 
Entering Unmasked Estep 
Score: -23863972.000000 Penalty: 6011.775391
	Iteration 35Q: 3 clusters Score -2.386397e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 178125 members 
Entering Unmasked Estep 
Score: -23864032.000000 Penalty: 6011.775391
	Iteration 36Q: 3 clusters Score -2.386403e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 178248 members 
Entering Unmasked Estep 
Score: -23864036.000000 Penalty: 6011.775391
	Iteration 37Q: 3 clusters Score -2.386404e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 178339 members 
Entering Unmasked Estep 
Score: -23864050.000000 Penalty: 6011.775391
	Iteration 38Q: 3 clusters Score -2.386405e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 178422 members 
Entering Unmasked Estep 
Score: -23864080.000000 Penalty: 6011.775391
	Iteration 39Q: 3 clusters Score -2.386408e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 178509 members 
Entering Unmasked Estep 
Score: -23864108.000000 Penalty: 6011.775391
	Iteration 40F: 3 clusters Score -2.386411e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 178578 members 
Entering Unmasked Estep 
Score: -23864156.000000 Penalty: 6011.775391
	Iteration 41Q: 3 clusters Score -2.386416e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 178641 members 
Entering Unmasked Estep 
Score: -23864190.000000 Penalty: 6011.775391
	Iteration 42Q: 3 clusters Score -2.386419e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 178709 members 
Entering Unmasked Estep 
Score: -23864196.000000 Penalty: 6011.775391
	Iteration 43Q: 3 clusters Score -2.38642e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 178770 members 
Entering Unmasked Estep 
Score: -23864196.000000 Penalty: 6011.775391
	Iteration 44Q: 3 clusters Score -2.38642e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 178821 members 
Entering Unmasked Estep 
Score: -23864156.000000 Penalty: 6011.775391
	Iteration 45Q: 3 clusters Score -2.386416e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 178858 members 
Entering Unmasked Estep 
Score: -23864158.000000 Penalty: 6011.775391
	Iteration 46Q: 3 clusters Score -2.386416e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 178907 members 
Entering Unmasked Estep 
Score: -23864170.000000 Penalty: 6011.775391
	Iteration 47Q: 3 clusters Score -2.386417e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 178947 members 
Entering Unmasked Estep 
Score: -23864180.000000 Penalty: 6011.775391
	Iteration 48Q: 3 clusters Score -2.386418e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 178982 members 
Entering Unmasked Estep 
Score: -23864162.000000 Penalty: 6011.775391
	Iteration 49Q: 3 clusters Score -2.386416e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 179008 members 
Entering Unmasked Estep 
Score: -23864150.000000 Penalty: 6011.775391
	Iteration 50Q: 3 clusters Score -2.386415e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 179031 members 
Entering Unmasked Estep 
Score: -23864160.000000 Penalty: 6011.775391
	Iteration 51Q: 3 clusters Score -2.386416e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 179062 members 
Entering Unmasked Estep 
Score: -23864162.000000 Penalty: 6011.775391
	Iteration 52Q: 3 clusters Score -2.386416e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 179087 members 
Entering Unmasked Estep 
Score: -23864174.000000 Penalty: 6011.775391
	Iteration 53Q: 3 clusters Score -2.386417e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 179115 members 
Entering Unmasked Estep 
Score: -23864164.000000 Penalty: 6011.775391
	Iteration 54Q: 3 clusters Score -2.386416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 179130 members 
Entering Unmasked Estep 
Score: -23864156.000000 Penalty: 6011.775391
	Iteration 55Q: 3 clusters Score -2.386416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 179142 members 
Entering Unmasked Estep 
Score: -23864168.000000 Penalty: 6011.775391
	Iteration 56Q: 3 clusters Score -2.386417e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 179163 members 
Entering Unmasked Estep 
Score: -23864184.000000 Penalty: 6011.775391
	Iteration 57Q: 3 clusters Score -2.386418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 179186 members 
Entering Unmasked Estep 
Score: -23864188.000000 Penalty: 6011.775391
	Iteration 58Q: 3 clusters Score -2.386419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 179199 members 
Entering Unmasked Estep 
Score: -23864188.000000 Penalty: 6011.775391
	Iteration 59Q: 3 clusters Score -2.386419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 179215 members 
Entering Unmasked Estep 
Score: -23864188.000000 Penalty: 6011.775391
	Iteration 60F: 3 clusters Score -2.386419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 179232 members 
Entering Unmasked Estep 
Score: -23864186.000000 Penalty: 6011.775391
	Iteration 61Q: 3 clusters Score -2.386419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 179243 members 
Entering Unmasked Estep 
Score: -23864188.000000 Penalty: 6011.775391
	Iteration 62Q: 3 clusters Score -2.386419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 179255 members 
Entering Unmasked Estep 
Score: -23864176.000000 Penalty: 6011.775391
	Iteration 63Q: 3 clusters Score -2.386418e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 179277 members 
Entering Unmasked Estep 
Score: -23864170.000000 Penalty: 6011.775391
	Iteration 64Q: 3 clusters Score -2.386417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 179284 members 
Entering Unmasked Estep 
Score: -23864170.000000 Penalty: 6011.775391
	Iteration 65Q: 3 clusters Score -2.386417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 179289 members 
Entering Unmasked Estep 
Score: -23864160.000000 Penalty: 6011.775391
	Iteration 66Q: 3 clusters Score -2.386416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 179301 members 
Entering Unmasked Estep 
Score: -23864150.000000 Penalty: 6011.775391
	Iteration 67Q: 3 clusters Score -2.386415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 179313 members 
Entering Unmasked Estep 
Score: -23864156.000000 Penalty: 6011.775391
	Iteration 68Q: 3 clusters Score -2.386416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 179328 members 
Entering Unmasked Estep 
Score: -23864166.000000 Penalty: 6011.775391
	Iteration 69Q: 3 clusters Score -2.386417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 179338 members 
Entering Unmasked Estep 
Score: -23864176.000000 Penalty: 6011.775391
	Iteration 70Q: 3 clusters Score -2.386418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 179344 members 
Entering Unmasked Estep 
Score: -23864176.000000 Penalty: 6011.775391
	Iteration 71Q: 3 clusters Score -2.386418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 179351 members 
Entering Unmasked Estep 
Score: -23864162.000000 Penalty: 6011.775391
	Iteration 72Q: 3 clusters Score -2.386416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 179353 members 
Entering Unmasked Estep 
Score: -23864152.000000 Penalty: 6011.775391
	Iteration 73Q: 3 clusters Score -2.386415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 179359 members 
Entering Unmasked Estep 
Score: -23864146.000000 Penalty: 6011.775391
	Iteration 74Q: 3 clusters Score -2.386415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 179369 members 
Entering Unmasked Estep 
Score: -23864138.000000 Penalty: 6011.775391
	Iteration 75Q: 3 clusters Score -2.386414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 179376 members 
Entering Unmasked Estep 
Score: -23864146.000000 Penalty: 6011.775391
	Iteration 76Q: 3 clusters Score -2.386415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 179383 members 
Entering Unmasked Estep 
Score: -23864150.000000 Penalty: 6011.775391
	Iteration 77Q: 3 clusters Score -2.386415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 179391 members 
Entering Unmasked Estep 
Score: -23864142.000000 Penalty: 6011.775391
	Iteration 78Q: 3 clusters Score -2.386414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 179392 members 
Entering Unmasked Estep 
Score: -23864144.000000 Penalty: 6011.775391
	Iteration 79Q: 3 clusters Score -2.386414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 179394 members 
Entering Unmasked Estep 
Score: -23864168.000000 Penalty: 6011.775391
	Iteration 80F: 3 clusters Score -2.386417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 179397 members 
Entering Unmasked Estep 
Score: -23864164.000000 Penalty: 6011.775391
	Iteration 81Q: 3 clusters Score -2.386416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 179399 members 
Entering Unmasked Estep 
Score: -23864160.000000 Penalty: 6011.775391
	Iteration 82Q: 3 clusters Score -2.386416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 179400 members 
Entering Unmasked Estep 
Score: -23864166.000000 Penalty: 6011.775391
	Iteration 83Q: 3 clusters Score -2.386417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 179401 members 
Entering Unmasked Estep 
Score: -23864168.000000 Penalty: 6011.775391
	Iteration 84Q: 3 clusters Score -2.386417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 179401 members 
Entering Unmasked Estep 
Score: -23864168.000000 Penalty: 6011.775391
	Iteration 85F: 3 clusters Score -2.386417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (268169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268169 members 
Entering Unmasked Estep 
Score: -34885560.000000 Penalty: 3099.844482
	Iteration 0F: 2 clusters Score -3.488556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134401 members 
Mstep: Class 2 contains 133768 members 
Entering Unmasked Estep 
Score: -34721228.000000 Penalty: 6199.688965
	Iteration 0F: 3 clusters Score -3.472123e+07 nChanged 129599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141878 members 
Mstep: Class 2 contains 126291 members 
Entering Unmasked Estep 
Score: -34798016.000000 Penalty: 6199.688965
	Iteration 1F: 3 clusters Score -3.479802e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146303 members 
Mstep: Class 2 contains 121866 members 
Entering Unmasked Estep 
Score: -34800052.000000 Penalty: 6199.688965
	Iteration 2Q: 3 clusters Score -3.480005e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153215 members 
Mstep: Class 2 contains 114954 members 
Entering Unmasked Estep 
Score: -34803252.000000 Penalty: 6199.688965
	Iteration 3Q: 3 clusters Score -3.480325e+07 nChanged 12453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163348 members 
Mstep: Class 2 contains 104821 members 
Entering Unmasked Estep 
Score: -34808852.000000 Penalty: 6199.688965
	Iteration 4Q: 3 clusters Score -3.480885e+07 nChanged 15505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176903 members 
Mstep: Class 2 contains 91266 members 
Entering Unmasked Estep 
Score: -34818228.000000 Penalty: 6199.688965
	Iteration 5F: 3 clusters Score -3.481823e+07 nChanged 18138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192989 members 
Mstep: Class 2 contains 75180 members 
Entering Unmasked Estep 
Score: -34831396.000000 Penalty: 6199.688965
	Iteration 6F: 3 clusters Score -3.48314e+07 nChanged 18303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209126 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -34846356.000000 Penalty: 6199.688965
	Iteration 7F: 3 clusters Score -3.484636e+07 nChanged 15433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221849 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -34858744.000000 Penalty: 6199.688965
	Iteration 8F: 3 clusters Score -3.485874e+07 nChanged 11284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230023 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -34865984.000000 Penalty: 6199.688965
	Iteration 9Q: 3 clusters Score -3.486598e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235435 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -34869944.000000 Penalty: 6199.688965
	Iteration 10Q: 3 clusters Score -3.486994e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239462 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -34872212.000000 Penalty: 6199.688965
	Iteration 11Q: 3 clusters Score -3.487221e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242830 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -34873872.000000 Penalty: 6199.688965
	Iteration 12Q: 3 clusters Score -3.487387e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245761 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -34875232.000000 Penalty: 6199.688965
	Iteration 13Q: 3 clusters Score -3.487523e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248354 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -34876596.000000 Penalty: 6199.688965
	Iteration 14Q: 3 clusters Score -3.48766e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250636 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -34877816.000000 Penalty: 6199.688965
	Iteration 15Q: 3 clusters Score -3.487782e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252737 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -34878656.000000 Penalty: 6199.688965
	Iteration 16Q: 3 clusters Score -3.487866e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254649 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -34879716.000000 Penalty: 6199.688965
	Iteration 17Q: 3 clusters Score -3.487972e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256284 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -34880696.000000 Penalty: 6199.688965
	Iteration 18Q: 3 clusters Score -3.48807e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257736 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -34881660.000000 Penalty: 6199.688965
	Iteration 19Q: 3 clusters Score -3.488166e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258939 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -34882664.000000 Penalty: 6199.688965
	Iteration 20F: 3 clusters Score -3.488266e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259961 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -34883448.000000 Penalty: 6199.688965
	Iteration 21Q: 3 clusters Score -3.488345e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260772 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -34884248.000000 Penalty: 6199.688965
	Iteration 22Q: 3 clusters Score -3.488425e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261444 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -34884784.000000 Penalty: 6199.688965
	Iteration 23Q: 3 clusters Score -3.488478e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261924 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -34885264.000000 Penalty: 6199.688965
	Iteration 24Q: 3 clusters Score -3.488526e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262240 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -34885640.000000 Penalty: 6199.688965
	Iteration 25Q: 3 clusters Score -3.488564e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262481 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -34885936.000000 Penalty: 6199.688965
	Iteration 26Q: 3 clusters Score -3.488594e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262663 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -34886204.000000 Penalty: 6199.688965
	Iteration 27Q: 3 clusters Score -3.48862e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262783 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -34886416.000000 Penalty: 6199.688965
	Iteration 28Q: 3 clusters Score -3.488642e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262837 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -34886508.000000 Penalty: 6199.688965
	Iteration 29Q: 3 clusters Score -3.488651e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262888 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -34886572.000000 Penalty: 6199.688965
	Iteration 30Q: 3 clusters Score -3.488657e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262926 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -34886628.000000 Penalty: 6199.688965
	Iteration 31Q: 3 clusters Score -3.488663e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262967 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -34886648.000000 Penalty: 6199.688965
	Iteration 32Q: 3 clusters Score -3.488665e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263008 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -34886684.000000 Penalty: 6199.688965
	Iteration 33Q: 3 clusters Score -3.488668e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263059 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -34886724.000000 Penalty: 6199.688965
	Iteration 34Q: 3 clusters Score -3.488672e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263089 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -34886728.000000 Penalty: 6199.688965
	Iteration 35Q: 3 clusters Score -3.488673e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263105 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -34886720.000000 Penalty: 6199.688965
	Iteration 36Q: 3 clusters Score -3.488672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263119 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -34886736.000000 Penalty: 6199.688965
	Iteration 37Q: 3 clusters Score -3.488674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263128 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -34886720.000000 Penalty: 6199.688965
	Iteration 38Q: 3 clusters Score -3.488672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263139 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -34886732.000000 Penalty: 6199.688965
	Iteration 39Q: 3 clusters Score -3.488673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263142 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -34886764.000000 Penalty: 6199.688965
	Iteration 40F: 3 clusters Score -3.488676e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263108 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -34886756.000000 Penalty: 6199.688965
	Iteration 41Q: 3 clusters Score -3.488676e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263096 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -34886772.000000 Penalty: 6199.688965
	Iteration 42Q: 3 clusters Score -3.488677e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263078 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -34886796.000000 Penalty: 6199.688965
	Iteration 43Q: 3 clusters Score -3.48868e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263066 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -34886840.000000 Penalty: 6199.688965
	Iteration 44Q: 3 clusters Score -3.488684e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263065 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -34886868.000000 Penalty: 6199.688965
	Iteration 45Q: 3 clusters Score -3.488687e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263065 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -34886836.000000 Penalty: 6199.688965
	Iteration 46Q: 3 clusters Score -3.488684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263061 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -34886844.000000 Penalty: 6199.688965
	Iteration 47Q: 3 clusters Score -3.488684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263060 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -34886848.000000 Penalty: 6199.688965
	Iteration 48Q: 3 clusters Score -3.488685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263060 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -34886848.000000 Penalty: 6199.688965
	Iteration 49Q: 3 clusters Score -3.488685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263058 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -34886876.000000 Penalty: 6199.688965
	Iteration 50Q: 3 clusters Score -3.488688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263060 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -34886864.000000 Penalty: 6199.688965
	Iteration 51Q: 3 clusters Score -3.488686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263061 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -34886876.000000 Penalty: 6199.688965
	Iteration 52Q: 3 clusters Score -3.488688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263063 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -34886880.000000 Penalty: 6199.688965
	Iteration 53Q: 3 clusters Score -3.488688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263063 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -34886880.000000 Penalty: 6199.688965
	Iteration 54Q: 3 clusters Score -3.488688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263065 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -34886884.000000 Penalty: 6199.688965
	Iteration 55Q: 3 clusters Score -3.488688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263066 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -34886900.000000 Penalty: 6199.688965
	Iteration 56Q: 3 clusters Score -3.48869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263069 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -34886888.000000 Penalty: 6199.688965
	Iteration 57Q: 3 clusters Score -3.488689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263073 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -34886900.000000 Penalty: 6199.688965
	Iteration 58Q: 3 clusters Score -3.48869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263074 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -34886872.000000 Penalty: 6199.688965
	Iteration 59Q: 3 clusters Score -3.488687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263077 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -34886908.000000 Penalty: 6199.688965
	Iteration 60F: 3 clusters Score -3.488691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263076 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -34886912.000000 Penalty: 6199.688965
	Iteration 61Q: 3 clusters Score -3.488691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263077 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -34886908.000000 Penalty: 6199.688965
	Iteration 62Q: 3 clusters Score -3.488691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263077 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -34886908.000000 Penalty: 6199.688965
	Iteration 63F: 3 clusters Score -3.488691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 10066 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 183600 members 
Mstep: Class 5 contains 263077 members 
Mstep: Class 6 contains 17467 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 58533 members 
Mstep: Class 11 contains 12566 members 
Mstep: Class 12 contains 24908 members 
Mstep: Class 13 contains 7518 members 
Mstep: Class 14 contains 27392 members 
Mstep: Class 15 contains 10176 members 
Mstep: Class 16 contains 1001 members 
Mstep: Class 17 contains 52509 members 
Mstep: Class 18 contains 1373 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 9226 members 
Mstep: Class 21 contains 15324 members 
Entering Unmasked Estep 
Score: -90788024.000000 Penalty: 70216.257812
Splitting cluster 5 changes total score from -90783064.000000 to -90788024.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 6 (17467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Entering Unmasked Estep 
Score: -2192808.250000 Penalty: 2422.480957
	Iteration 0F: 2 clusters Score -2192808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2180343.000000 Penalty: 4844.961914
	Iteration 0F: 3 clusters Score -2180343 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2184432.250000 Penalty: 4844.961914
	Iteration 1F: 3 clusters Score -2184432 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2184973.500000 Penalty: 4844.961914
	Iteration 2F: 3 clusters Score -2184974 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2185704.500000 Penalty: 4844.961914
	Iteration 3F: 3 clusters Score -2185704 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2186702.250000 Penalty: 4844.961914
	Iteration 4F: 3 clusters Score -2186702 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2187953.750000 Penalty: 4844.961914
	Iteration 5F: 3 clusters Score -2187954 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2189055.750000 Penalty: 4844.961914
	Iteration 6F: 3 clusters Score -2189056 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2189797.500000 Penalty: 4844.961914
	Iteration 7F: 3 clusters Score -2189798 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2190258.000000 Penalty: 4844.961914
	Iteration 8Q: 3 clusters Score -2190258 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2190543.000000 Penalty: 4844.961914
	Iteration 9Q: 3 clusters Score -2190543 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2190732.750000 Penalty: 4844.961914
	Iteration 10Q: 3 clusters Score -2190733 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2190859.000000 Penalty: 4844.961914
	Iteration 11Q: 3 clusters Score -2190859 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2190932.750000 Penalty: 4844.961914
	Iteration 12Q: 3 clusters Score -2190933 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2190995.500000 Penalty: 4844.961914
	Iteration 13Q: 3 clusters Score -2190996 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2191032.500000 Penalty: 4844.961914
	Iteration 14Q: 3 clusters Score -2191032 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2191063.000000 Penalty: 4844.961914
	Iteration 15Q: 3 clusters Score -2191063 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2191084.000000 Penalty: 4844.961914
	Iteration 16Q: 3 clusters Score -2191084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2191100.750000 Penalty: 4844.961914
	Iteration 17Q: 3 clusters Score -2191101 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2191111.750000 Penalty: 4844.961914
	Iteration 18Q: 3 clusters Score -2191112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2191119.000000 Penalty: 4844.961914
	Iteration 19Q: 3 clusters Score -2191119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2191126.250000 Penalty: 4844.961914
	Iteration 20F: 3 clusters Score -2191126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2191131.500000 Penalty: 4844.961914
	Iteration 21Q: 3 clusters Score -2191132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2191138.000000 Penalty: 4844.961914
	Iteration 22Q: 3 clusters Score -2191138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2191141.500000 Penalty: 4844.961914
	Iteration 23Q: 3 clusters Score -2191142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2191145.250000 Penalty: 4844.961914
	Iteration 24Q: 3 clusters Score -2191145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2191153.250000 Penalty: 4844.961914
	Iteration 25Q: 3 clusters Score -2191153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2191150.750000 Penalty: 4844.961914
	Iteration 26Q: 3 clusters Score -2191151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2191154.000000 Penalty: 4844.961914
	Iteration 27Q: 3 clusters Score -2191154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2191166.000000 Penalty: 4844.961914
	Iteration 28Q: 3 clusters Score -2191166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2191168.750000 Penalty: 4844.961914
	Iteration 29Q: 3 clusters Score -2191169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2191174.750000 Penalty: 4844.961914
	Iteration 30Q: 3 clusters Score -2191175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2191181.000000 Penalty: 4844.961914
	Iteration 31Q: 3 clusters Score -2191181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2191181.250000 Penalty: 4844.961914
	Iteration 32Q: 3 clusters Score -2191181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2191183.750000 Penalty: 4844.961914
	Iteration 33Q: 3 clusters Score -2191184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2191192.500000 Penalty: 4844.961914
	Iteration 34Q: 3 clusters Score -2191192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2191186.500000 Penalty: 4844.961914
	Iteration 35Q: 3 clusters Score -2191186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2191190.000000 Penalty: 4844.961914
	Iteration 36Q: 3 clusters Score -2191190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2191188.250000 Penalty: 4844.961914
	Iteration 37Q: 3 clusters Score -2191188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2191193.500000 Penalty: 4844.961914
	Iteration 38Q: 3 clusters Score -2191194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2191195.250000 Penalty: 4844.961914
	Iteration 39Q: 3 clusters Score -2191195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2191198.000000 Penalty: 4844.961914
	Iteration 40F: 3 clusters Score -2191198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2191200.250000 Penalty: 4844.961914
	Iteration 41Q: 3 clusters Score -2191200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2191200.250000 Penalty: 4844.961914
	Iteration 42Q: 3 clusters Score -2191200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2191202.000000 Penalty: 4844.961914
	Iteration 43Q: 3 clusters Score -2191202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2191199.250000 Penalty: 4844.961914
	Iteration 44Q: 3 clusters Score -2191199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2191199.250000 Penalty: 4844.961914
	Iteration 45Q: 3 clusters Score -2191199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2191201.000000 Penalty: 4844.961914
	Iteration 46Q: 3 clusters Score -2191201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2191202.500000 Penalty: 4844.961914
	Iteration 47Q: 3 clusters Score -2191202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2191201.750000 Penalty: 4844.961914
	Iteration 48Q: 3 clusters Score -2191202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2191201.250000 Penalty: 4844.961914
	Iteration 49Q: 3 clusters Score -2191201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2191201.750000 Penalty: 4844.961914
	Iteration 50Q: 3 clusters Score -2191202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2191202.250000 Penalty: 4844.961914
	Iteration 51Q: 3 clusters Score -2191202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2191199.250000 Penalty: 4844.961914
	Iteration 52Q: 3 clusters Score -2191199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2191200.500000 Penalty: 4844.961914
	Iteration 53Q: 3 clusters Score -2191200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2191199.250000 Penalty: 4844.961914
	Iteration 54Q: 3 clusters Score -2191199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2191199.250000 Penalty: 4844.961914
	Iteration 55F: 3 clusters Score -2191199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Entering Unmasked Estep 
Score: -151220.218750 Penalty: 1799.386719
	Iteration 0F: 2 clusters Score -151220.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -149139.750000 Penalty: 3598.773438
	Iteration 0F: 3 clusters Score -149139.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -150227.828125 Penalty: 3598.773438
	Iteration 1F: 3 clusters Score -150227.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -151206.765625 Penalty: 3598.773438
	Iteration 2F: 3 clusters Score -151206.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -151977.500000 Penalty: 3598.773438
	Iteration 3F: 3 clusters Score -151977.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -152296.703125 Penalty: 3598.773438
	Iteration 4F: 3 clusters Score -152296.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -152426.296875 Penalty: 3598.773438
	Iteration 5Q: 3 clusters Score -152426.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -152529.125000 Penalty: 3598.773438
	Iteration 6Q: 3 clusters Score -152529.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -152608.671875 Penalty: 3598.773438
	Iteration 7Q: 3 clusters Score -152608.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -152691.562500 Penalty: 3598.773438
	Iteration 8Q: 3 clusters Score -152691.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -152727.296875 Penalty: 3598.773438
	Iteration 9Q: 3 clusters Score -152727.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -152732.250000 Penalty: 3598.773438
	Iteration 10Q: 3 clusters Score -152732.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -152734.546875 Penalty: 3598.773438
	Iteration 11Q: 3 clusters Score -152734.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -152735.765625 Penalty: 3598.773438
	Iteration 12Q: 3 clusters Score -152735.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -152737.343750 Penalty: 3598.773438
	Iteration 13Q: 3 clusters Score -152737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -152738.046875 Penalty: 3598.773438
	Iteration 14Q: 3 clusters Score -152738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -152738.578125 Penalty: 3598.773438
	Iteration 15Q: 3 clusters Score -152738.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -152738.578125 Penalty: 3598.773438
	Iteration 16F: 3 clusters Score -152738.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 10066 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 183600 members 
Mstep: Class 5 contains 263077 members 
Mstep: Class 6 contains 17467 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 58533 members 
Mstep: Class 11 contains 12566 members 
Mstep: Class 12 contains 24908 members 
Mstep: Class 13 contains 7518 members 
Mstep: Class 14 contains 27392 members 
Mstep: Class 15 contains 10176 members 
Mstep: Class 16 contains 1001 members 
Mstep: Class 17 contains 52509 members 
Mstep: Class 18 contains 1373 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 9226 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 417 members 
Entering Unmasked Estep 
Score: -90788016.000000 Penalty: 73559.882812
Splitting cluster 7 changes total score from -90783064.000000 to -90788016.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -291830.500000 Penalty: 1921.189697
	Iteration 0F: 2 clusters Score -291830.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -288989.343750 Penalty: 3842.379395
	Iteration 0F: 3 clusters Score -288989.3 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -289455.906250 Penalty: 3842.379395
	Iteration 1F: 3 clusters Score -289455.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -289582.125000 Penalty: 3842.379395
	Iteration 2F: 3 clusters Score -289582.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -289680.218750 Penalty: 3842.379395
	Iteration 3F: 3 clusters Score -289680.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -289738.250000 Penalty: 3842.379395
	Iteration 4Q: 3 clusters Score -289738.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -289788.562500 Penalty: 3842.379395
	Iteration 5Q: 3 clusters Score -289788.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -289823.906250 Penalty: 3842.379395
	Iteration 6Q: 3 clusters Score -289823.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -289858.531250 Penalty: 3842.379395
	Iteration 7Q: 3 clusters Score -289858.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -289884.937500 Penalty: 3842.379395
	Iteration 8Q: 3 clusters Score -289884.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -289903.843750 Penalty: 3842.379395
	Iteration 9Q: 3 clusters Score -289903.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -289925.968750 Penalty: 3842.379395
	Iteration 10Q: 3 clusters Score -289926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -289940.125000 Penalty: 3842.379395
	Iteration 11Q: 3 clusters Score -289940.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -289956.406250 Penalty: 3842.379395
	Iteration 12Q: 3 clusters Score -289956.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -289972.781250 Penalty: 3842.379395
	Iteration 13Q: 3 clusters Score -289972.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -289983.031250 Penalty: 3842.379395
	Iteration 14Q: 3 clusters Score -289983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -289995.000000 Penalty: 3842.379395
	Iteration 15Q: 3 clusters Score -289995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -290007.406250 Penalty: 3842.379395
	Iteration 16Q: 3 clusters Score -290007.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -290021.187500 Penalty: 3842.379395
	Iteration 17Q: 3 clusters Score -290021.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -290036.843750 Penalty: 3842.379395
	Iteration 18Q: 3 clusters Score -290036.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -290054.625000 Penalty: 3842.379395
	Iteration 19Q: 3 clusters Score -290054.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -290075.562500 Penalty: 3842.379395
	Iteration 20F: 3 clusters Score -290075.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -290090.562500 Penalty: 3842.379395
	Iteration 21Q: 3 clusters Score -290090.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -290105.125000 Penalty: 3842.379395
	Iteration 22Q: 3 clusters Score -290105.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -290125.781250 Penalty: 3842.379395
	Iteration 23Q: 3 clusters Score -290125.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -290139.375000 Penalty: 3842.379395
	Iteration 24Q: 3 clusters Score -290139.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -290151.312500 Penalty: 3842.379395
	Iteration 25Q: 3 clusters Score -290151.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -290164.812500 Penalty: 3842.379395
	Iteration 26Q: 3 clusters Score -290164.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -290174.156250 Penalty: 3842.379395
	Iteration 27Q: 3 clusters Score -290174.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -290180.000000 Penalty: 3842.379395
	Iteration 28Q: 3 clusters Score -290180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -290187.593750 Penalty: 3842.379395
	Iteration 29Q: 3 clusters Score -290187.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -290195.343750 Penalty: 3842.379395
	Iteration 30Q: 3 clusters Score -290195.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -290200.718750 Penalty: 3842.379395
	Iteration 31Q: 3 clusters Score -290200.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -290204.781250 Penalty: 3842.379395
	Iteration 32Q: 3 clusters Score -290204.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -290207.281250 Penalty: 3842.379395
	Iteration 33Q: 3 clusters Score -290207.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -290209.437500 Penalty: 3842.379395
	Iteration 34Q: 3 clusters Score -290209.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -290211.531250 Penalty: 3842.379395
	Iteration 35Q: 3 clusters Score -290211.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -290211.812500 Penalty: 3842.379395
	Iteration 36Q: 3 clusters Score -290211.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -290211.812500 Penalty: 3842.379395
	Iteration 37F: 3 clusters Score -290211.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -290105.031250 Penalty: 1919.145020
	Iteration 0F: 2 clusters Score -290105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -287312.718750 Penalty: 3838.290039
	Iteration 0F: 3 clusters Score -287312.7 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -287886.093750 Penalty: 3838.290039
	Iteration 1F: 3 clusters Score -287886.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -288020.000000 Penalty: 3838.290039
	Iteration 2F: 3 clusters Score -288020 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -288097.937500 Penalty: 3838.290039
	Iteration 3Q: 3 clusters Score -288097.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -288144.750000 Penalty: 3838.290039
	Iteration 4Q: 3 clusters Score -288144.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -288189.187500 Penalty: 3838.290039
	Iteration 5Q: 3 clusters Score -288189.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -288208.468750 Penalty: 3838.290039
	Iteration 6Q: 3 clusters Score -288208.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -288215.531250 Penalty: 3838.290039
	Iteration 7Q: 3 clusters Score -288215.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -288224.562500 Penalty: 3838.290039
	Iteration 8Q: 3 clusters Score -288224.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -288227.968750 Penalty: 3838.290039
	Iteration 9Q: 3 clusters Score -288228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -288231.875000 Penalty: 3838.290039
	Iteration 10Q: 3 clusters Score -288231.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -288236.468750 Penalty: 3838.290039
	Iteration 11Q: 3 clusters Score -288236.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -288239.437500 Penalty: 3838.290039
	Iteration 12Q: 3 clusters Score -288239.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -288243.125000 Penalty: 3838.290039
	Iteration 13Q: 3 clusters Score -288243.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -288243.437500 Penalty: 3838.290039
	Iteration 14Q: 3 clusters Score -288243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -288244.156250 Penalty: 3838.290039
	Iteration 15Q: 3 clusters Score -288244.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -288244.656250 Penalty: 3838.290039
	Iteration 16Q: 3 clusters Score -288244.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -288244.656250 Penalty: 3838.290039
	Iteration 17F: 3 clusters Score -288244.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (58533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58533 members 
Entering Unmasked Estep 
Score: -7428936.000000 Penalty: 2722.381836
	Iteration 0F: 2 clusters Score -7428936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -7389885.000000 Penalty: 5444.763672
	Iteration 0F: 3 clusters Score -7389885 nChanged 27165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -7408069.500000 Penalty: 5444.763672
	Iteration 1F: 3 clusters Score -7408070 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -7412001.000000 Penalty: 5444.763672
	Iteration 2F: 3 clusters Score -7412001 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -7416652.500000 Penalty: 5444.763672
	Iteration 3F: 3 clusters Score -7416652 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -7421258.500000 Penalty: 5444.763672
	Iteration 4F: 3 clusters Score -7421258 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -7424573.500000 Penalty: 5444.763672
	Iteration 5F: 3 clusters Score -7424574 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -7426509.500000 Penalty: 5444.763672
	Iteration 6F: 3 clusters Score -7426510 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -7427964.500000 Penalty: 5444.763672
	Iteration 7Q: 3 clusters Score -7427964 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -7429439.500000 Penalty: 5444.763672
	Iteration 8Q: 3 clusters Score -7429440 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -7430963.000000 Penalty: 5444.763672
	Iteration 9Q: 3 clusters Score -7430963 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -7431727.500000 Penalty: 5444.763672
	Iteration 10Q: 3 clusters Score -7431728 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -7432108.500000 Penalty: 5444.763672
	Iteration 11Q: 3 clusters Score -7432108 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -7432311.000000 Penalty: 5444.763672
	Iteration 12Q: 3 clusters Score -7432311 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -7432455.500000 Penalty: 5444.763672
	Iteration 13Q: 3 clusters Score -7432456 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -7432545.000000 Penalty: 5444.763672
	Iteration 14Q: 3 clusters Score -7432545 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -7432605.500000 Penalty: 5444.763672
	Iteration 15Q: 3 clusters Score -7432606 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -7432643.000000 Penalty: 5444.763672
	Iteration 16Q: 3 clusters Score -7432643 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54068 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -7432651.500000 Penalty: 5444.763672
	Iteration 17Q: 3 clusters Score -7432652 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54166 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -7432671.500000 Penalty: 5444.763672
	Iteration 18Q: 3 clusters Score -7432672 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -7432678.500000 Penalty: 5444.763672
	Iteration 19Q: 3 clusters Score -7432678 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -7432694.500000 Penalty: 5444.763672
	Iteration 20F: 3 clusters Score -7432694 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -7432680.500000 Penalty: 5444.763672
	Iteration 21Q: 3 clusters Score -7432680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -7432685.500000 Penalty: 5444.763672
	Iteration 22Q: 3 clusters Score -7432686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -7432686.000000 Penalty: 5444.763672
	Iteration 23Q: 3 clusters Score -7432686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -7432686.000000 Penalty: 5444.763672
	Iteration 24Q: 3 clusters Score -7432686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -7432695.500000 Penalty: 5444.763672
	Iteration 25Q: 3 clusters Score -7432696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -7432698.500000 Penalty: 5444.763672
	Iteration 26Q: 3 clusters Score -7432698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -7432700.500000 Penalty: 5444.763672
	Iteration 27Q: 3 clusters Score -7432700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -7432690.500000 Penalty: 5444.763672
	Iteration 28Q: 3 clusters Score -7432690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -7432701.000000 Penalty: 5444.763672
	Iteration 29Q: 3 clusters Score -7432701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -7432698.500000 Penalty: 5444.763672
	Iteration 30Q: 3 clusters Score -7432698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -7432702.500000 Penalty: 5444.763672
	Iteration 31Q: 3 clusters Score -7432702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -7432717.500000 Penalty: 5444.763672
	Iteration 32Q: 3 clusters Score -7432718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -7432713.000000 Penalty: 5444.763672
	Iteration 33Q: 3 clusters Score -7432713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -7432706.000000 Penalty: 5444.763672
	Iteration 34Q: 3 clusters Score -7432706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -7432710.500000 Penalty: 5444.763672
	Iteration 35Q: 3 clusters Score -7432710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -7432718.000000 Penalty: 5444.763672
	Iteration 36Q: 3 clusters Score -7432718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -7432716.500000 Penalty: 5444.763672
	Iteration 37Q: 3 clusters Score -7432716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -7432709.500000 Penalty: 5444.763672
	Iteration 38Q: 3 clusters Score -7432710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54641 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -7432708.500000 Penalty: 5444.763672
	Iteration 39Q: 3 clusters Score -7432708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54643 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -7432714.500000 Penalty: 5444.763672
	Iteration 40F: 3 clusters Score -7432714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -7432704.000000 Penalty: 5444.763672
	Iteration 41Q: 3 clusters Score -7432704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -7432704.500000 Penalty: 5444.763672
	Iteration 42Q: 3 clusters Score -7432704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -7432704.000000 Penalty: 5444.763672
	Iteration 43Q: 3 clusters Score -7432704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -7432704.000000 Penalty: 5444.763672
	Iteration 44F: 3 clusters Score -7432704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 10066 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 183600 members 
Mstep: Class 5 contains 263077 members 
Mstep: Class 6 contains 17467 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54647 members 
Mstep: Class 11 contains 12566 members 
Mstep: Class 12 contains 24908 members 
Mstep: Class 13 contains 7518 members 
Mstep: Class 14 contains 27392 members 
Mstep: Class 15 contains 10176 members 
Mstep: Class 16 contains 1001 members 
Mstep: Class 17 contains 52509 members 
Mstep: Class 18 contains 1373 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 9226 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 3886 members 
Entering Unmasked Estep 
Score: -90790744.000000 Penalty: 76903.515625
Splitting cluster 10 changes total score from -90783064.000000 to -90790744.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (12566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Entering Unmasked Estep 
Score: -1644765.750000 Penalty: 2340.810059
	Iteration 0F: 2 clusters Score -1644766 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 6301 members 
Entering Unmasked Estep 
Score: -1635453.250000 Penalty: 4681.620117
	Iteration 0F: 3 clusters Score -1635453 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1638296.500000 Penalty: 4681.620117
	Iteration 1F: 3 clusters Score -1638296 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1638575.875000 Penalty: 4681.620117
	Iteration 2F: 3 clusters Score -1638576 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1638761.500000 Penalty: 4681.620117
	Iteration 3Q: 3 clusters Score -1638762 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1638887.750000 Penalty: 4681.620117
	Iteration 4Q: 3 clusters Score -1638888 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1638973.250000 Penalty: 4681.620117
	Iteration 5Q: 3 clusters Score -1638973 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1639046.750000 Penalty: 4681.620117
	Iteration 6Q: 3 clusters Score -1639047 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1639092.625000 Penalty: 4681.620117
	Iteration 7Q: 3 clusters Score -1639093 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1639132.625000 Penalty: 4681.620117
	Iteration 8Q: 3 clusters Score -1639133 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1639170.750000 Penalty: 4681.620117
	Iteration 9Q: 3 clusters Score -1639171 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1639204.500000 Penalty: 4681.620117
	Iteration 10Q: 3 clusters Score -1639204 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1639240.250000 Penalty: 4681.620117
	Iteration 11Q: 3 clusters Score -1639240 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1639272.250000 Penalty: 4681.620117
	Iteration 12Q: 3 clusters Score -1639272 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1639309.125000 Penalty: 4681.620117
	Iteration 13Q: 3 clusters Score -1639309 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1639352.875000 Penalty: 4681.620117
	Iteration 14Q: 3 clusters Score -1639353 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1639405.375000 Penalty: 4681.620117
	Iteration 15Q: 3 clusters Score -1639405 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1639470.500000 Penalty: 4681.620117
	Iteration 16Q: 3 clusters Score -1639470 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1639566.125000 Penalty: 4681.620117
	Iteration 17Q: 3 clusters Score -1639566 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1639683.250000 Penalty: 4681.620117
	Iteration 18Q: 3 clusters Score -1639683 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1639852.875000 Penalty: 4681.620117
	Iteration 19Q: 3 clusters Score -1639853 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1640075.000000 Penalty: 4681.620117
	Iteration 20F: 3 clusters Score -1640075 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1640387.375000 Penalty: 4681.620117
	Iteration 21Q: 3 clusters Score -1640387 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1640782.750000 Penalty: 4681.620117
	Iteration 22Q: 3 clusters Score -1640783 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1641193.500000 Penalty: 4681.620117
	Iteration 23Q: 3 clusters Score -1641194 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1641599.750000 Penalty: 4681.620117
	Iteration 24Q: 3 clusters Score -1641600 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1641945.625000 Penalty: 4681.620117
	Iteration 25Q: 3 clusters Score -1641946 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1642182.500000 Penalty: 4681.620117
	Iteration 26Q: 3 clusters Score -1642182 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1642353.875000 Penalty: 4681.620117
	Iteration 27Q: 3 clusters Score -1642354 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1642477.125000 Penalty: 4681.620117
	Iteration 28Q: 3 clusters Score -1642477 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1642559.250000 Penalty: 4681.620117
	Iteration 29Q: 3 clusters Score -1642559 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1642623.250000 Penalty: 4681.620117
	Iteration 30Q: 3 clusters Score -1642623 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1642661.625000 Penalty: 4681.620117
	Iteration 31Q: 3 clusters Score -1642662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1642681.000000 Penalty: 4681.620117
	Iteration 32Q: 3 clusters Score -1642681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1642693.500000 Penalty: 4681.620117
	Iteration 33Q: 3 clusters Score -1642694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1642701.000000 Penalty: 4681.620117
	Iteration 34Q: 3 clusters Score -1642701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1642702.250000 Penalty: 4681.620117
	Iteration 35Q: 3 clusters Score -1642702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1642706.125000 Penalty: 4681.620117
	Iteration 36Q: 3 clusters Score -1642706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1642708.250000 Penalty: 4681.620117
	Iteration 37Q: 3 clusters Score -1642708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1642710.125000 Penalty: 4681.620117
	Iteration 38Q: 3 clusters Score -1642710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1642713.500000 Penalty: 4681.620117
	Iteration 39Q: 3 clusters Score -1642714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1642716.250000 Penalty: 4681.620117
	Iteration 40F: 3 clusters Score -1642716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1642717.875000 Penalty: 4681.620117
	Iteration 41Q: 3 clusters Score -1642718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1642721.625000 Penalty: 4681.620117
	Iteration 42Q: 3 clusters Score -1642722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1642721.625000 Penalty: 4681.620117
	Iteration 43F: 3 clusters Score -1642722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Entering Unmasked Estep 
Score: -3137168.000000 Penalty: 2510.489990
	Iteration 0F: 2 clusters Score -3137168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3119983.750000 Penalty: 5020.979980
	Iteration 0F: 3 clusters Score -3119984 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3125985.250000 Penalty: 5020.979980
	Iteration 1F: 3 clusters Score -3125985 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3126640.500000 Penalty: 5020.979980
	Iteration 2F: 3 clusters Score -3126640 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3127440.250000 Penalty: 5020.979980
	Iteration 3F: 3 clusters Score -3127440 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -3128437.000000 Penalty: 5020.979980
	Iteration 4F: 3 clusters Score -3128437 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3129794.750000 Penalty: 5020.979980
	Iteration 5F: 3 clusters Score -3129795 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3131219.000000 Penalty: 5020.979980
	Iteration 6F: 3 clusters Score -3131219 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -3132462.250000 Penalty: 5020.979980
	Iteration 7F: 3 clusters Score -3132462 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -3133512.250000 Penalty: 5020.979980
	Iteration 8F: 3 clusters Score -3133512 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3134283.500000 Penalty: 5020.979980
	Iteration 9Q: 3 clusters Score -3134284 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -3134808.500000 Penalty: 5020.979980
	Iteration 10Q: 3 clusters Score -3134808 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3135153.250000 Penalty: 5020.979980
	Iteration 11Q: 3 clusters Score -3135153 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3135363.250000 Penalty: 5020.979980
	Iteration 12Q: 3 clusters Score -3135363 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -3135470.250000 Penalty: 5020.979980
	Iteration 13Q: 3 clusters Score -3135470 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -3135541.250000 Penalty: 5020.979980
	Iteration 14Q: 3 clusters Score -3135541 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -3135590.250000 Penalty: 5020.979980
	Iteration 15Q: 3 clusters Score -3135590 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -3135607.500000 Penalty: 5020.979980
	Iteration 16Q: 3 clusters Score -3135608 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -3135624.750000 Penalty: 5020.979980
	Iteration 17Q: 3 clusters Score -3135625 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -3135642.250000 Penalty: 5020.979980
	Iteration 18Q: 3 clusters Score -3135642 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3135656.000000 Penalty: 5020.979980
	Iteration 19Q: 3 clusters Score -3135656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -3135681.500000 Penalty: 5020.979980
	Iteration 20F: 3 clusters Score -3135682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -3135685.000000 Penalty: 5020.979980
	Iteration 21Q: 3 clusters Score -3135685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -3135693.250000 Penalty: 5020.979980
	Iteration 22Q: 3 clusters Score -3135693 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -3135686.250000 Penalty: 5020.979980
	Iteration 23Q: 3 clusters Score -3135686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -3135700.750000 Penalty: 5020.979980
	Iteration 24Q: 3 clusters Score -3135701 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -3135704.750000 Penalty: 5020.979980
	Iteration 25Q: 3 clusters Score -3135705 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -3135711.000000 Penalty: 5020.979980
	Iteration 26Q: 3 clusters Score -3135711 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -3135713.750000 Penalty: 5020.979980
	Iteration 27Q: 3 clusters Score -3135714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -3135713.250000 Penalty: 5020.979980
	Iteration 28Q: 3 clusters Score -3135713 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -3135711.500000 Penalty: 5020.979980
	Iteration 29Q: 3 clusters Score -3135712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -3135715.500000 Penalty: 5020.979980
	Iteration 30Q: 3 clusters Score -3135716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -3135719.250000 Penalty: 5020.979980
	Iteration 31Q: 3 clusters Score -3135719 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -3135716.500000 Penalty: 5020.979980
	Iteration 32Q: 3 clusters Score -3135716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -3135722.750000 Penalty: 5020.979980
	Iteration 33Q: 3 clusters Score -3135723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -3135726.250000 Penalty: 5020.979980
	Iteration 34Q: 3 clusters Score -3135726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -3135728.250000 Penalty: 5020.979980
	Iteration 35Q: 3 clusters Score -3135728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3135734.000000 Penalty: 5020.979980
	Iteration 36Q: 3 clusters Score -3135734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3135738.500000 Penalty: 5020.979980
	Iteration 37Q: 3 clusters Score -3135738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -3135740.250000 Penalty: 5020.979980
	Iteration 38Q: 3 clusters Score -3135740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -3135736.750000 Penalty: 5020.979980
	Iteration 39Q: 3 clusters Score -3135737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -3135740.750000 Penalty: 5020.979980
	Iteration 40F: 3 clusters Score -3135741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -3135741.750000 Penalty: 5020.979980
	Iteration 41Q: 3 clusters Score -3135742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -3135738.750000 Penalty: 5020.979980
	Iteration 42Q: 3 clusters Score -3135739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3135745.250000 Penalty: 5020.979980
	Iteration 43Q: 3 clusters Score -3135745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -3135747.500000 Penalty: 5020.979980
	Iteration 44Q: 3 clusters Score -3135748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -3135751.500000 Penalty: 5020.979980
	Iteration 45Q: 3 clusters Score -3135752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3135748.000000 Penalty: 5020.979980
	Iteration 46Q: 3 clusters Score -3135748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -3135746.500000 Penalty: 5020.979980
	Iteration 47Q: 3 clusters Score -3135746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -3135745.500000 Penalty: 5020.979980
	Iteration 48Q: 3 clusters Score -3135746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -3135754.000000 Penalty: 5020.979980
	Iteration 49Q: 3 clusters Score -3135754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3135753.500000 Penalty: 5020.979980
	Iteration 50Q: 3 clusters Score -3135754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -3135756.750000 Penalty: 5020.979980
	Iteration 51Q: 3 clusters Score -3135757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -3135754.750000 Penalty: 5020.979980
	Iteration 52Q: 3 clusters Score -3135755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3135761.250000 Penalty: 5020.979980
	Iteration 53Q: 3 clusters Score -3135761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -3135767.500000 Penalty: 5020.979980
	Iteration 54Q: 3 clusters Score -3135768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -3135771.000000 Penalty: 5020.979980
	Iteration 55Q: 3 clusters Score -3135771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3135764.250000 Penalty: 5020.979980
	Iteration 56Q: 3 clusters Score -3135764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3135760.750000 Penalty: 5020.979980
	Iteration 57Q: 3 clusters Score -3135761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3135765.250000 Penalty: 5020.979980
	Iteration 58Q: 3 clusters Score -3135765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -3135771.000000 Penalty: 5020.979980
	Iteration 59Q: 3 clusters Score -3135771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -3135770.750000 Penalty: 5020.979980
	Iteration 60F: 3 clusters Score -3135771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -3135771.750000 Penalty: 5020.979980
	Iteration 61Q: 3 clusters Score -3135772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3135769.500000 Penalty: 5020.979980
	Iteration 62Q: 3 clusters Score -3135770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3135775.000000 Penalty: 5020.979980
	Iteration 63Q: 3 clusters Score -3135775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -3135774.250000 Penalty: 5020.979980
	Iteration 64Q: 3 clusters Score -3135774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3135768.000000 Penalty: 5020.979980
	Iteration 65Q: 3 clusters Score -3135768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -3135766.750000 Penalty: 5020.979980
	Iteration 66Q: 3 clusters Score -3135767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3135758.000000 Penalty: 5020.979980
	Iteration 67Q: 3 clusters Score -3135758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3135773.250000 Penalty: 5020.979980
	Iteration 68Q: 3 clusters Score -3135773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3135780.250000 Penalty: 5020.979980
	Iteration 69Q: 3 clusters Score -3135780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -3135790.000000 Penalty: 5020.979980
	Iteration 70Q: 3 clusters Score -3135790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -3135791.000000 Penalty: 5020.979980
	Iteration 71Q: 3 clusters Score -3135791 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -3135788.000000 Penalty: 5020.979980
	Iteration 72Q: 3 clusters Score -3135788 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -3135798.000000 Penalty: 5020.979980
	Iteration 73Q: 3 clusters Score -3135798 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -3135797.750000 Penalty: 5020.979980
	Iteration 74Q: 3 clusters Score -3135798 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -3135797.250000 Penalty: 5020.979980
	Iteration 75Q: 3 clusters Score -3135797 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -3135800.250000 Penalty: 5020.979980
	Iteration 76Q: 3 clusters Score -3135800 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -3135825.000000 Penalty: 5020.979980
	Iteration 77Q: 3 clusters Score -3135825 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3135841.250000 Penalty: 5020.979980
	Iteration 78Q: 3 clusters Score -3135841 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -3135859.250000 Penalty: 5020.979980
	Iteration 79Q: 3 clusters Score -3135859 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -3135882.250000 Penalty: 5020.979980
	Iteration 80F: 3 clusters Score -3135882 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -3135934.000000 Penalty: 5020.979980
	Iteration 81Q: 3 clusters Score -3135934 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3135980.750000 Penalty: 5020.979980
	Iteration 82Q: 3 clusters Score -3135981 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -3136050.250000 Penalty: 5020.979980
	Iteration 83Q: 3 clusters Score -3136050 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3136130.250000 Penalty: 5020.979980
	Iteration 84Q: 3 clusters Score -3136130 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -3136212.000000 Penalty: 5020.979980
	Iteration 85Q: 3 clusters Score -3136212 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -3136307.750000 Penalty: 5020.979980
	Iteration 86Q: 3 clusters Score -3136308 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3136400.500000 Penalty: 5020.979980
	Iteration 87Q: 3 clusters Score -3136400 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3136523.500000 Penalty: 5020.979980
	Iteration 88Q: 3 clusters Score -3136524 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3136641.750000 Penalty: 5020.979980
	Iteration 89Q: 3 clusters Score -3136642 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3136759.000000 Penalty: 5020.979980
	Iteration 90Q: 3 clusters Score -3136759 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -3136869.000000 Penalty: 5020.979980
	Iteration 91Q: 3 clusters Score -3136869 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3136933.750000 Penalty: 5020.979980
	Iteration 92Q: 3 clusters Score -3136934 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3137018.000000 Penalty: 5020.979980
	Iteration 93Q: 3 clusters Score -3137018 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -3137055.000000 Penalty: 5020.979980
	Iteration 94Q: 3 clusters Score -3137055 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3137093.500000 Penalty: 5020.979980
	Iteration 95Q: 3 clusters Score -3137094 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3137112.500000 Penalty: 5020.979980
	Iteration 96Q: 3 clusters Score -3137112 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3137124.750000 Penalty: 5020.979980
	Iteration 97Q: 3 clusters Score -3137125 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -3137146.500000 Penalty: 5020.979980
	Iteration 98Q: 3 clusters Score -3137146 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3137158.000000 Penalty: 5020.979980
	Iteration 99Q: 3 clusters Score -3137158 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3137163.500000 Penalty: 5020.979980
	Iteration 100F: 3 clusters Score -3137164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -3137170.250000 Penalty: 5020.979980
	Iteration 101Q: 3 clusters Score -3137170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3137166.750000 Penalty: 5020.979980
	Iteration 102Q: 3 clusters Score -3137167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3137171.500000 Penalty: 5020.979980
	Iteration 103Q: 3 clusters Score -3137172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3137167.250000 Penalty: 5020.979980
	Iteration 104Q: 3 clusters Score -3137167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3137174.000000 Penalty: 5020.979980
	Iteration 105Q: 3 clusters Score -3137174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3137171.500000 Penalty: 5020.979980
	Iteration 106Q: 3 clusters Score -3137172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -3137172.000000 Penalty: 5020.979980
	Iteration 107Q: 3 clusters Score -3137172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -3137172.750000 Penalty: 5020.979980
	Iteration 108Q: 3 clusters Score -3137173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -3137176.000000 Penalty: 5020.979980
	Iteration 109Q: 3 clusters Score -3137176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -3137176.000000 Penalty: 5020.979980
	Iteration 110F: 3 clusters Score -3137176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 10066 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 183600 members 
Mstep: Class 5 contains 263077 members 
Mstep: Class 6 contains 17467 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54647 members 
Mstep: Class 11 contains 12566 members 
Mstep: Class 12 contains 11782 members 
Mstep: Class 13 contains 7518 members 
Mstep: Class 14 contains 27392 members 
Mstep: Class 15 contains 10176 members 
Mstep: Class 16 contains 1001 members 
Mstep: Class 17 contains 52509 members 
Mstep: Class 18 contains 1373 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 9226 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 3886 members 
Mstep: Class 24 contains 13126 members 
Entering Unmasked Estep 
Score: -90790104.000000 Penalty: 80247.148438
Splitting cluster 12 changes total score from -90783064.000000 to -90790104.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (27392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Entering Unmasked Estep 
Score: -3588928.000000 Penalty: 2534.065430
	Iteration 0F: 2 clusters Score -3588928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -3570148.000000 Penalty: 5068.130859
	Iteration 0F: 3 clusters Score -3570148 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3576908.500000 Penalty: 5068.130859
	Iteration 1F: 3 clusters Score -3576908 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3577423.000000 Penalty: 5068.130859
	Iteration 2F: 3 clusters Score -3577423 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3577886.500000 Penalty: 5068.130859
	Iteration 3Q: 3 clusters Score -3577886 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3578331.500000 Penalty: 5068.130859
	Iteration 4Q: 3 clusters Score -3578332 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3578779.500000 Penalty: 5068.130859
	Iteration 5Q: 3 clusters Score -3578780 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -3579255.000000 Penalty: 5068.130859
	Iteration 6Q: 3 clusters Score -3579255 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -3579839.750000 Penalty: 5068.130859
	Iteration 7Q: 3 clusters Score -3579840 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3580528.250000 Penalty: 5068.130859
	Iteration 8Q: 3 clusters Score -3580528 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3581343.750000 Penalty: 5068.130859
	Iteration 9Q: 3 clusters Score -3581344 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -3582200.250000 Penalty: 5068.130859
	Iteration 10Q: 3 clusters Score -3582200 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -3583094.250000 Penalty: 5068.130859
	Iteration 11Q: 3 clusters Score -3583094 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -3583991.250000 Penalty: 5068.130859
	Iteration 12Q: 3 clusters Score -3583991 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -3584702.500000 Penalty: 5068.130859
	Iteration 13Q: 3 clusters Score -3584702 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3585235.750000 Penalty: 5068.130859
	Iteration 14Q: 3 clusters Score -3585236 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -3585634.250000 Penalty: 5068.130859
	Iteration 15Q: 3 clusters Score -3585634 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3585915.000000 Penalty: 5068.130859
	Iteration 16Q: 3 clusters Score -3585915 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3586113.500000 Penalty: 5068.130859
	Iteration 17Q: 3 clusters Score -3586114 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -3586301.250000 Penalty: 5068.130859
	Iteration 18Q: 3 clusters Score -3586301 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3586449.000000 Penalty: 5068.130859
	Iteration 19Q: 3 clusters Score -3586449 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -3586542.250000 Penalty: 5068.130859
	Iteration 20F: 3 clusters Score -3586542 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3586641.000000 Penalty: 5068.130859
	Iteration 21Q: 3 clusters Score -3586641 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -3586703.500000 Penalty: 5068.130859
	Iteration 22Q: 3 clusters Score -3586704 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3586768.250000 Penalty: 5068.130859
	Iteration 23Q: 3 clusters Score -3586768 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -3586821.000000 Penalty: 5068.130859
	Iteration 24Q: 3 clusters Score -3586821 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -3586868.500000 Penalty: 5068.130859
	Iteration 25Q: 3 clusters Score -3586868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3586896.500000 Penalty: 5068.130859
	Iteration 26Q: 3 clusters Score -3586896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -3586916.250000 Penalty: 5068.130859
	Iteration 27Q: 3 clusters Score -3586916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -3586926.000000 Penalty: 5068.130859
	Iteration 28Q: 3 clusters Score -3586926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -3586931.500000 Penalty: 5068.130859
	Iteration 29Q: 3 clusters Score -3586932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -3586939.000000 Penalty: 5068.130859
	Iteration 30Q: 3 clusters Score -3586939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3586955.000000 Penalty: 5068.130859
	Iteration 31Q: 3 clusters Score -3586955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -3586970.500000 Penalty: 5068.130859
	Iteration 32Q: 3 clusters Score -3586970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -3586981.750000 Penalty: 5068.130859
	Iteration 33Q: 3 clusters Score -3586982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3586993.750000 Penalty: 5068.130859
	Iteration 34Q: 3 clusters Score -3586994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -3587003.000000 Penalty: 5068.130859
	Iteration 35Q: 3 clusters Score -3587003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -3587012.750000 Penalty: 5068.130859
	Iteration 36Q: 3 clusters Score -3587013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3587025.500000 Penalty: 5068.130859
	Iteration 37Q: 3 clusters Score -3587026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -3587028.250000 Penalty: 5068.130859
	Iteration 38Q: 3 clusters Score -3587028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -3587031.000000 Penalty: 5068.130859
	Iteration 39Q: 3 clusters Score -3587031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -3587034.000000 Penalty: 5068.130859
	Iteration 40F: 3 clusters Score -3587034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3587036.500000 Penalty: 5068.130859
	Iteration 41Q: 3 clusters Score -3587036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3587043.750000 Penalty: 5068.130859
	Iteration 42Q: 3 clusters Score -3587044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3587050.000000 Penalty: 5068.130859
	Iteration 43Q: 3 clusters Score -3587050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3587051.750000 Penalty: 5068.130859
	Iteration 44Q: 3 clusters Score -3587052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3587051.000000 Penalty: 5068.130859
	Iteration 45Q: 3 clusters Score -3587051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -3587053.000000 Penalty: 5068.130859
	Iteration 46Q: 3 clusters Score -3587053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3587055.500000 Penalty: 5068.130859
	Iteration 47Q: 3 clusters Score -3587056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3587054.750000 Penalty: 5068.130859
	Iteration 48Q: 3 clusters Score -3587055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3587063.000000 Penalty: 5068.130859
	Iteration 49Q: 3 clusters Score -3587063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3587059.500000 Penalty: 5068.130859
	Iteration 50Q: 3 clusters Score -3587060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -3587061.500000 Penalty: 5068.130859
	Iteration 51Q: 3 clusters Score -3587062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -3587061.500000 Penalty: 5068.130859
	Iteration 52F: 3 clusters Score -3587062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Entering Unmasked Estep 
Score: -1337990.125000 Penalty: 2288.491211
	Iteration 0F: 2 clusters Score -1337990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1330150.125000 Penalty: 4576.982422
	Iteration 0F: 3 clusters Score -1330150 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1332491.875000 Penalty: 4576.982422
	Iteration 1F: 3 clusters Score -1332492 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1332860.000000 Penalty: 4576.982422
	Iteration 2F: 3 clusters Score -1332860 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1333122.625000 Penalty: 4576.982422
	Iteration 3F: 3 clusters Score -1333123 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1333339.500000 Penalty: 4576.982422
	Iteration 4Q: 3 clusters Score -1333340 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1333558.000000 Penalty: 4576.982422
	Iteration 5Q: 3 clusters Score -1333558 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1333812.375000 Penalty: 4576.982422
	Iteration 6Q: 3 clusters Score -1333812 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1334112.875000 Penalty: 4576.982422
	Iteration 7Q: 3 clusters Score -1334113 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1334418.250000 Penalty: 4576.982422
	Iteration 8Q: 3 clusters Score -1334418 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1334768.625000 Penalty: 4576.982422
	Iteration 9Q: 3 clusters Score -1334769 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1335090.625000 Penalty: 4576.982422
	Iteration 10Q: 3 clusters Score -1335091 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1335295.125000 Penalty: 4576.982422
	Iteration 11Q: 3 clusters Score -1335295 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1335436.125000 Penalty: 4576.982422
	Iteration 12Q: 3 clusters Score -1335436 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1335546.250000 Penalty: 4576.982422
	Iteration 13Q: 3 clusters Score -1335546 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1335641.125000 Penalty: 4576.982422
	Iteration 14Q: 3 clusters Score -1335641 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1335718.750000 Penalty: 4576.982422
	Iteration 15Q: 3 clusters Score -1335719 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1335773.375000 Penalty: 4576.982422
	Iteration 16Q: 3 clusters Score -1335773 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1335811.250000 Penalty: 4576.982422
	Iteration 17Q: 3 clusters Score -1335811 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1335848.500000 Penalty: 4576.982422
	Iteration 18Q: 3 clusters Score -1335848 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1335876.000000 Penalty: 4576.982422
	Iteration 19Q: 3 clusters Score -1335876 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1335905.125000 Penalty: 4576.982422
	Iteration 20F: 3 clusters Score -1335905 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1335921.250000 Penalty: 4576.982422
	Iteration 21Q: 3 clusters Score -1335921 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1335933.500000 Penalty: 4576.982422
	Iteration 22Q: 3 clusters Score -1335934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1335952.750000 Penalty: 4576.982422
	Iteration 23Q: 3 clusters Score -1335953 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1335969.875000 Penalty: 4576.982422
	Iteration 24Q: 3 clusters Score -1335970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1335979.125000 Penalty: 4576.982422
	Iteration 25Q: 3 clusters Score -1335979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1335989.375000 Penalty: 4576.982422
	Iteration 26Q: 3 clusters Score -1335989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1335996.250000 Penalty: 4576.982422
	Iteration 27Q: 3 clusters Score -1335996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1336004.250000 Penalty: 4576.982422
	Iteration 28Q: 3 clusters Score -1336004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1336016.125000 Penalty: 4576.982422
	Iteration 29Q: 3 clusters Score -1336016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1336020.750000 Penalty: 4576.982422
	Iteration 30Q: 3 clusters Score -1336021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1336030.750000 Penalty: 4576.982422
	Iteration 31Q: 3 clusters Score -1336031 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1336046.375000 Penalty: 4576.982422
	Iteration 32Q: 3 clusters Score -1336046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1336058.500000 Penalty: 4576.982422
	Iteration 33Q: 3 clusters Score -1336058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1336068.000000 Penalty: 4576.982422
	Iteration 34Q: 3 clusters Score -1336068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1336079.125000 Penalty: 4576.982422
	Iteration 35Q: 3 clusters Score -1336079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1336087.625000 Penalty: 4576.982422
	Iteration 36Q: 3 clusters Score -1336088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2873 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2888 members 
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Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1336136 nChanged 38
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Mstep: Class 1 contains 2952 members 
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Mstep: Class 1 contains 2978 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3000 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3020 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3050 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3105 members 
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Mstep: Class 1 contains 3137 members 
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Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 7007 members 
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Mstep: Class 1 contains 3207 members 
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Mstep: Class 2 contains 6933 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3315 members 
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Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6822 members 
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Mstep: Class 1 contains 3579 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4326 members 
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Mstep: Class 1 contains 4397 members 
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Mstep: Class 1 contains 4463 members 
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Mstep: Class 1 contains 4508 members 
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	Iteration 79Q: 3 clusters Score -1336590 nChanged 59
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Mstep: Class 1 contains 4561 members 
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Mstep: Class 1 contains 4608 members 
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	Iteration 81Q: 3 clusters Score -1336614 nChanged 58
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Mstep: Class 1 contains 4666 members 
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Mstep: Class 1 contains 4728 members 
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Mstep: Class 1 contains 4781 members 
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Mstep: Class 1 contains 4819 members 
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Mstep: Class 1 contains 5331 members 
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	Iteration 97Q: 3 clusters Score -1336841 nChanged 47
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Mstep: Class 1 contains 5465 members 
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Mstep: Class 1 contains 5675 members 
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	Iteration 101Q: 3 clusters Score -1336952 nChanged 69
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	Iteration 102Q: 3 clusters Score -1336976 nChanged 86
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	Iteration 108Q: 3 clusters Score -1337157 nChanged 56
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	Iteration 109Q: 3 clusters Score -1337188 nChanged 69
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	Iteration 114Q: 3 clusters Score -1337518 nChanged 55
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	Iteration 119Q: 3 clusters Score -1337578 nChanged 14
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	Iteration 120F: 3 clusters Score -1337582 nChanged 12
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	Iteration 122Q: 3 clusters Score -1337589 nChanged 9
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	Iteration 125Q: 3 clusters Score -1337591 nChanged 2
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	Iteration 126Q: 3 clusters Score -1337591 nChanged 2
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	Iteration 127Q: 3 clusters Score -1337594 nChanged 4
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	Iteration 128Q: 3 clusters Score -1337593 nChanged 7
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	Iteration 129Q: 3 clusters Score -1337596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1337594.625000 Penalty: 4576.982422
	Iteration 130Q: 3 clusters Score -1337595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1337596.375000 Penalty: 4576.982422
	Iteration 131Q: 3 clusters Score -1337596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1337597.375000 Penalty: 4576.982422
	Iteration 132Q: 3 clusters Score -1337597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1337597.000000 Penalty: 4576.982422
	Iteration 133Q: 3 clusters Score -1337597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1337596.500000 Penalty: 4576.982422
	Iteration 134Q: 3 clusters Score -1337596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1337596.750000 Penalty: 4576.982422
	Iteration 135Q: 3 clusters Score -1337597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1337596.750000 Penalty: 4576.982422
	Iteration 136F: 3 clusters Score -1337597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Entering Unmasked Estep 
Score: -6573426.500000 Penalty: 2695.447510
	Iteration 0F: 2 clusters Score -6573426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -6537975.500000 Penalty: 5390.895020
	Iteration 0F: 3 clusters Score -6537976 nChanged 24381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -6551664.500000 Penalty: 5390.895020
	Iteration 1F: 3 clusters Score -6551664 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -6552478.500000 Penalty: 5390.895020
	Iteration 2Q: 3 clusters Score -6552478 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -6553639.500000 Penalty: 5390.895020
	Iteration 3Q: 3 clusters Score -6553640 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -6555505.500000 Penalty: 5390.895020
	Iteration 4F: 3 clusters Score -6555506 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -6558039.500000 Penalty: 5390.895020
	Iteration 5F: 3 clusters Score -6558040 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -6560688.000000 Penalty: 5390.895020
	Iteration 6F: 3 clusters Score -6560688 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -6562682.500000 Penalty: 5390.895020
	Iteration 7F: 3 clusters Score -6562682 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -6563845.500000 Penalty: 5390.895020
	Iteration 8F: 3 clusters Score -6563846 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -6564528.500000 Penalty: 5390.895020
	Iteration 9Q: 3 clusters Score -6564528 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -6564945.500000 Penalty: 5390.895020
	Iteration 10Q: 3 clusters Score -6564946 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -6565296.000000 Penalty: 5390.895020
	Iteration 11Q: 3 clusters Score -6565296 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -6565593.500000 Penalty: 5390.895020
	Iteration 12Q: 3 clusters Score -6565594 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -6565875.000000 Penalty: 5390.895020
	Iteration 13Q: 3 clusters Score -6565875 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -6566182.000000 Penalty: 5390.895020
	Iteration 14Q: 3 clusters Score -6566182 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -6566530.000000 Penalty: 5390.895020
	Iteration 15Q: 3 clusters Score -6566530 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -6567000.500000 Penalty: 5390.895020
	Iteration 16Q: 3 clusters Score -6567000 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -6567570.500000 Penalty: 5390.895020
	Iteration 17Q: 3 clusters Score -6567570 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -6568200.500000 Penalty: 5390.895020
	Iteration 18Q: 3 clusters Score -6568200 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -6568882.500000 Penalty: 5390.895020
	Iteration 19Q: 3 clusters Score -6568882 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -6569531.000000 Penalty: 5390.895020
	Iteration 20F: 3 clusters Score -6569531 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48519 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -6570176.000000 Penalty: 5390.895020
	Iteration 21Q: 3 clusters Score -6570176 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -6570601.000000 Penalty: 5390.895020
	Iteration 22Q: 3 clusters Score -6570601 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -6570928.000000 Penalty: 5390.895020
	Iteration 23Q: 3 clusters Score -6570928 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -6571134.000000 Penalty: 5390.895020
	Iteration 24Q: 3 clusters Score -6571134 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6571297.000000 Penalty: 5390.895020
	Iteration 25Q: 3 clusters Score -6571297 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6571401.500000 Penalty: 5390.895020
	Iteration 26Q: 3 clusters Score -6571402 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6571477.500000 Penalty: 5390.895020
	Iteration 27Q: 3 clusters Score -6571478 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6571511.500000 Penalty: 5390.895020
	Iteration 28Q: 3 clusters Score -6571512 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6571578.000000 Penalty: 5390.895020
	Iteration 29Q: 3 clusters Score -6571578 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6571610.000000 Penalty: 5390.895020
	Iteration 30Q: 3 clusters Score -6571610 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6571633.500000 Penalty: 5390.895020
	Iteration 31Q: 3 clusters Score -6571634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6571636.000000 Penalty: 5390.895020
	Iteration 32Q: 3 clusters Score -6571636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6571652.000000 Penalty: 5390.895020
	Iteration 33Q: 3 clusters Score -6571652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6571656.500000 Penalty: 5390.895020
	Iteration 34Q: 3 clusters Score -6571656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6571656.000000 Penalty: 5390.895020
	Iteration 35Q: 3 clusters Score -6571656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6571648.500000 Penalty: 5390.895020
	Iteration 36Q: 3 clusters Score -6571648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6571659.000000 Penalty: 5390.895020
	Iteration 37Q: 3 clusters Score -6571659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6571663.000000 Penalty: 5390.895020
	Iteration 38Q: 3 clusters Score -6571663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6571668.000000 Penalty: 5390.895020
	Iteration 39Q: 3 clusters Score -6571668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -6571665.000000 Penalty: 5390.895020
	Iteration 40F: 3 clusters Score -6571665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6571674.000000 Penalty: 5390.895020
	Iteration 41Q: 3 clusters Score -6571674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6571689.500000 Penalty: 5390.895020
	Iteration 42Q: 3 clusters Score -6571690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6571690.500000 Penalty: 5390.895020
	Iteration 43Q: 3 clusters Score -6571690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6571686.000000 Penalty: 5390.895020
	Iteration 44Q: 3 clusters Score -6571686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6571694.000000 Penalty: 5390.895020
	Iteration 45Q: 3 clusters Score -6571694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6571699.500000 Penalty: 5390.895020
	Iteration 46Q: 3 clusters Score -6571700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6571702.500000 Penalty: 5390.895020
	Iteration 47Q: 3 clusters Score -6571702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51267 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -6571707.000000 Penalty: 5390.895020
	Iteration 48Q: 3 clusters Score -6571707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6571696.000000 Penalty: 5390.895020
	Iteration 49Q: 3 clusters Score -6571696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6571706.000000 Penalty: 5390.895020
	Iteration 50Q: 3 clusters Score -6571706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6571714.500000 Penalty: 5390.895020
	Iteration 51Q: 3 clusters Score -6571714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6571718.500000 Penalty: 5390.895020
	Iteration 52Q: 3 clusters Score -6571718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6571723.500000 Penalty: 5390.895020
	Iteration 53Q: 3 clusters Score -6571724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6571716.500000 Penalty: 5390.895020
	Iteration 54Q: 3 clusters Score -6571716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6571722.000000 Penalty: 5390.895020
	Iteration 55Q: 3 clusters Score -6571722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6571726.000000 Penalty: 5390.895020
	Iteration 56Q: 3 clusters Score -6571726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6571720.000000 Penalty: 5390.895020
	Iteration 57Q: 3 clusters Score -6571720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6571728.500000 Penalty: 5390.895020
	Iteration 58Q: 3 clusters Score -6571728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6571723.500000 Penalty: 5390.895020
	Iteration 59Q: 3 clusters Score -6571724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6571725.000000 Penalty: 5390.895020
	Iteration 60F: 3 clusters Score -6571725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -6571728.000000 Penalty: 5390.895020
	Iteration 61Q: 3 clusters Score -6571728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6571732.500000 Penalty: 5390.895020
	Iteration 62Q: 3 clusters Score -6571732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6571743.000000 Penalty: 5390.895020
	Iteration 63Q: 3 clusters Score -6571743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6571742.500000 Penalty: 5390.895020
	Iteration 64Q: 3 clusters Score -6571742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6571745.000000 Penalty: 5390.895020
	Iteration 65Q: 3 clusters Score -6571745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6571742.500000 Penalty: 5390.895020
	Iteration 66Q: 3 clusters Score -6571742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6571741.000000 Penalty: 5390.895020
	Iteration 67Q: 3 clusters Score -6571741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6571743.000000 Penalty: 5390.895020
	Iteration 68Q: 3 clusters Score -6571743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6571741.000000 Penalty: 5390.895020
	Iteration 69Q: 3 clusters Score -6571741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6571737.500000 Penalty: 5390.895020
	Iteration 70Q: 3 clusters Score -6571738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6571737.500000 Penalty: 5390.895020
	Iteration 71F: 3 clusters Score -6571738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -147217.109375 Penalty: 1791.738892
	Iteration 0F: 2 clusters Score -147217.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -145203.437500 Penalty: 3583.477783
	Iteration 0F: 3 clusters Score -145203.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -147036.359375 Penalty: 3583.477783
	Iteration 1F: 3 clusters Score -147036.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -148159.046875 Penalty: 3583.477783
	Iteration 2F: 3 clusters Score -148159 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -148784.156250 Penalty: 3583.477783
	Iteration 3F: 3 clusters Score -148784.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -148939.843750 Penalty: 3583.477783
	Iteration 4Q: 3 clusters Score -148939.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -149002.984375 Penalty: 3583.477783
	Iteration 5Q: 3 clusters Score -149003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -149026.187500 Penalty: 3583.477783
	Iteration 6Q: 3 clusters Score -149026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -149031.593750 Penalty: 3583.477783
	Iteration 7Q: 3 clusters Score -149031.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -149032.359375 Penalty: 3583.477783
	Iteration 8Q: 3 clusters Score -149032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -149032.359375 Penalty: 3583.477783
	Iteration 9F: 3 clusters Score -149032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 10066 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 183600 members 
Mstep: Class 5 contains 263077 members 
Mstep: Class 6 contains 17467 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54647 members 
Mstep: Class 11 contains 12566 members 
Mstep: Class 12 contains 11782 members 
Mstep: Class 13 contains 7518 members 
Mstep: Class 14 contains 27392 members 
Mstep: Class 15 contains 10176 members 
Mstep: Class 16 contains 1001 members 
Mstep: Class 17 contains 52509 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 5092 members 
Mstep: Class 20 contains 9226 members 
Mstep: Class 21 contains 15324 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 3886 members 
Mstep: Class 24 contains 13126 members 
Mstep: Class 25 contains 449 members 
Entering Unmasked Estep 
Score: -90790344.000000 Penalty: 83590.781250
Splitting cluster 18 changes total score from -90783064.000000 to -90790344.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (9226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Entering Unmasked Estep 
Score: -1100720.500000 Penalty: 2264.185547
	Iteration 0F: 2 clusters Score -1100720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1093555.125000 Penalty: 4528.371094
	Iteration 0F: 3 clusters Score -1093555 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1095562.500000 Penalty: 4528.371094
	Iteration 1F: 3 clusters Score -1095562 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1095871.250000 Penalty: 4528.371094
	Iteration 2F: 3 clusters Score -1095871 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1096134.125000 Penalty: 4528.371094
	Iteration 3F: 3 clusters Score -1096134 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1096373.625000 Penalty: 4528.371094
	Iteration 4Q: 3 clusters Score -1096374 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1096597.625000 Penalty: 4528.371094
	Iteration 5Q: 3 clusters Score -1096598 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1096803.625000 Penalty: 4528.371094
	Iteration 6Q: 3 clusters Score -1096804 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1096957.125000 Penalty: 4528.371094
	Iteration 7Q: 3 clusters Score -1096957 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1097097.250000 Penalty: 4528.371094
	Iteration 8Q: 3 clusters Score -1097097 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1097242.250000 Penalty: 4528.371094
	Iteration 9Q: 3 clusters Score -1097242 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1097422.125000 Penalty: 4528.371094
	Iteration 10Q: 3 clusters Score -1097422 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1097613.625000 Penalty: 4528.371094
	Iteration 11Q: 3 clusters Score -1097614 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1097792.375000 Penalty: 4528.371094
	Iteration 12Q: 3 clusters Score -1097792 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1097961.375000 Penalty: 4528.371094
	Iteration 13Q: 3 clusters Score -1097961 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1098117.875000 Penalty: 4528.371094
	Iteration 14Q: 3 clusters Score -1098118 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1098253.375000 Penalty: 4528.371094
	Iteration 15Q: 3 clusters Score -1098253 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1098404.375000 Penalty: 4528.371094
	Iteration 16Q: 3 clusters Score -1098404 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1098528.750000 Penalty: 4528.371094
	Iteration 17Q: 3 clusters Score -1098529 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1098641.250000 Penalty: 4528.371094
	Iteration 18Q: 3 clusters Score -1098641 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1098739.875000 Penalty: 4528.371094
	Iteration 19Q: 3 clusters Score -1098740 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1098836.375000 Penalty: 4528.371094
	Iteration 20F: 3 clusters Score -1098836 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1098913.625000 Penalty: 4528.371094
	Iteration 21Q: 3 clusters Score -1098914 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1098967.750000 Penalty: 4528.371094
	Iteration 22Q: 3 clusters Score -1098968 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1099007.625000 Penalty: 4528.371094
	Iteration 23Q: 3 clusters Score -1099008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1099034.500000 Penalty: 4528.371094
	Iteration 24Q: 3 clusters Score -1099034 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1099059.125000 Penalty: 4528.371094
	Iteration 25Q: 3 clusters Score -1099059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1099078.500000 Penalty: 4528.371094
	Iteration 26Q: 3 clusters Score -1099078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1099095.000000 Penalty: 4528.371094
	Iteration 27Q: 3 clusters Score -1099095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1099107.500000 Penalty: 4528.371094
	Iteration 28Q: 3 clusters Score -1099108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1099113.125000 Penalty: 4528.371094
	Iteration 29Q: 3 clusters Score -1099113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1099117.375000 Penalty: 4528.371094
	Iteration 30Q: 3 clusters Score -1099117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1099122.000000 Penalty: 4528.371094
	Iteration 31Q: 3 clusters Score -1099122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1099122.125000 Penalty: 4528.371094
	Iteration 32Q: 3 clusters Score -1099122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1099129.250000 Penalty: 4528.371094
	Iteration 33Q: 3 clusters Score -1099129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1099130.125000 Penalty: 4528.371094
	Iteration 34Q: 3 clusters Score -1099130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1099131.875000 Penalty: 4528.371094
	Iteration 35Q: 3 clusters Score -1099132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1099131.250000 Penalty: 4528.371094
	Iteration 36Q: 3 clusters Score -1099131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1099131.750000 Penalty: 4528.371094
	Iteration 37Q: 3 clusters Score -1099132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1099130.625000 Penalty: 4528.371094
	Iteration 38Q: 3 clusters Score -1099131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1099131.875000 Penalty: 4528.371094
	Iteration 39Q: 3 clusters Score -1099132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1099130.500000 Penalty: 4528.371094
	Iteration 40F: 3 clusters Score -1099130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1099131.500000 Penalty: 4528.371094
	Iteration 41Q: 3 clusters Score -1099132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1099136.000000 Penalty: 4528.371094
	Iteration 42Q: 3 clusters Score -1099136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1099142.375000 Penalty: 4528.371094
	Iteration 43Q: 3 clusters Score -1099142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1099146.875000 Penalty: 4528.371094
	Iteration 44Q: 3 clusters Score -1099147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1099147.875000 Penalty: 4528.371094
	Iteration 45Q: 3 clusters Score -1099148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1099150.250000 Penalty: 4528.371094
	Iteration 46Q: 3 clusters Score -1099150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1099155.500000 Penalty: 4528.371094
	Iteration 47Q: 3 clusters Score -1099156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1099154.750000 Penalty: 4528.371094
	Iteration 48Q: 3 clusters Score -1099155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1099155.000000 Penalty: 4528.371094
	Iteration 49Q: 3 clusters Score -1099155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1099155.750000 Penalty: 4528.371094
	Iteration 50Q: 3 clusters Score -1099156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1099155.875000 Penalty: 4528.371094
	Iteration 51Q: 3 clusters Score -1099156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1099155.875000 Penalty: 4528.371094
	Iteration 52F: 3 clusters Score -1099156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Entering Unmasked Estep 
Score: -1958335.000000 Penalty: 2390.019531
	Iteration 0F: 2 clusters Score -1958335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1947190.125000 Penalty: 4780.039062
	Iteration 0F: 3 clusters Score -1947190 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1950671.000000 Penalty: 4780.039062
	Iteration 1F: 3 clusters Score -1950671 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1951139.125000 Penalty: 4780.039062
	Iteration 2F: 3 clusters Score -1951139 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1951763.000000 Penalty: 4780.039062
	Iteration 3F: 3 clusters Score -1951763 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1952667.750000 Penalty: 4780.039062
	Iteration 4F: 3 clusters Score -1952668 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1953917.750000 Penalty: 4780.039062
	Iteration 5F: 3 clusters Score -1953918 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1955195.750000 Penalty: 4780.039062
	Iteration 6F: 3 clusters Score -1955196 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1956141.000000 Penalty: 4780.039062
	Iteration 7F: 3 clusters Score -1956141 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1956602.375000 Penalty: 4780.039062
	Iteration 8F: 3 clusters Score -1956602 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1956812.750000 Penalty: 4780.039062
	Iteration 9Q: 3 clusters Score -1956813 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1956925.625000 Penalty: 4780.039062
	Iteration 10Q: 3 clusters Score -1956926 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1957004.125000 Penalty: 4780.039062
	Iteration 11Q: 3 clusters Score -1957004 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1957055.500000 Penalty: 4780.039062
	Iteration 12Q: 3 clusters Score -1957056 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1957093.250000 Penalty: 4780.039062
	Iteration 13Q: 3 clusters Score -1957093 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1957126.250000 Penalty: 4780.039062
	Iteration 14Q: 3 clusters Score -1957126 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1957147.625000 Penalty: 4780.039062
	Iteration 15Q: 3 clusters Score -1957148 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1957154.750000 Penalty: 4780.039062
	Iteration 16Q: 3 clusters Score -1957155 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1957168.750000 Penalty: 4780.039062
	Iteration 17Q: 3 clusters Score -1957169 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1957177.000000 Penalty: 4780.039062
	Iteration 18Q: 3 clusters Score -1957177 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1957196.875000 Penalty: 4780.039062
	Iteration 19Q: 3 clusters Score -1957197 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1957205.625000 Penalty: 4780.039062
	Iteration 20F: 3 clusters Score -1957206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1957212.625000 Penalty: 4780.039062
	Iteration 21Q: 3 clusters Score -1957213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1957213.500000 Penalty: 4780.039062
	Iteration 22Q: 3 clusters Score -1957214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1957212.875000 Penalty: 4780.039062
	Iteration 23Q: 3 clusters Score -1957213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1957224.250000 Penalty: 4780.039062
	Iteration 24Q: 3 clusters Score -1957224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1957228.000000 Penalty: 4780.039062
	Iteration 25Q: 3 clusters Score -1957228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1957228.625000 Penalty: 4780.039062
	Iteration 26Q: 3 clusters Score -1957229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1957239.750000 Penalty: 4780.039062
	Iteration 27Q: 3 clusters Score -1957240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1957244.000000 Penalty: 4780.039062
	Iteration 28Q: 3 clusters Score -1957244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1957246.625000 Penalty: 4780.039062
	Iteration 29Q: 3 clusters Score -1957247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1957252.125000 Penalty: 4780.039062
	Iteration 30Q: 3 clusters Score -1957252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1957258.375000 Penalty: 4780.039062
	Iteration 31Q: 3 clusters Score -1957258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1957262.375000 Penalty: 4780.039062
	Iteration 32Q: 3 clusters Score -1957262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1957265.375000 Penalty: 4780.039062
	Iteration 33Q: 3 clusters Score -1957265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1957270.125000 Penalty: 4780.039062
	Iteration 34Q: 3 clusters Score -1957270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1957273.625000 Penalty: 4780.039062
	Iteration 35Q: 3 clusters Score -1957274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1957279.000000 Penalty: 4780.039062
	Iteration 36Q: 3 clusters Score -1957279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1957281.125000 Penalty: 4780.039062
	Iteration 37Q: 3 clusters Score -1957281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1957278.750000 Penalty: 4780.039062
	Iteration 38Q: 3 clusters Score -1957279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1957283.250000 Penalty: 4780.039062
	Iteration 39Q: 3 clusters Score -1957283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1957280.875000 Penalty: 4780.039062
	Iteration 40F: 3 clusters Score -1957281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1957282.500000 Penalty: 4780.039062
	Iteration 41Q: 3 clusters Score -1957282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1957278.250000 Penalty: 4780.039062
	Iteration 42Q: 3 clusters Score -1957278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1957276.750000 Penalty: 4780.039062
	Iteration 43Q: 3 clusters Score -1957277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1957280.875000 Penalty: 4780.039062
	Iteration 44Q: 3 clusters Score -1957281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1957281.375000 Penalty: 4780.039062
	Iteration 45Q: 3 clusters Score -1957281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1957286.500000 Penalty: 4780.039062
	Iteration 46Q: 3 clusters Score -1957286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1957289.250000 Penalty: 4780.039062
	Iteration 47Q: 3 clusters Score -1957289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1957292.500000 Penalty: 4780.039062
	Iteration 48Q: 3 clusters Score -1957292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1957294.250000 Penalty: 4780.039062
	Iteration 49Q: 3 clusters Score -1957294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1957296.000000 Penalty: 4780.039062
	Iteration 50Q: 3 clusters Score -1957296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1957298.500000 Penalty: 4780.039062
	Iteration 51Q: 3 clusters Score -1957298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1957301.500000 Penalty: 4780.039062
	Iteration 52Q: 3 clusters Score -1957302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1957303.875000 Penalty: 4780.039062
	Iteration 53Q: 3 clusters Score -1957304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1957305.750000 Penalty: 4780.039062
	Iteration 54Q: 3 clusters Score -1957306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1957302.750000 Penalty: 4780.039062
	Iteration 55Q: 3 clusters Score -1957303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1957306.500000 Penalty: 4780.039062
	Iteration 56Q: 3 clusters Score -1957306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1957309.625000 Penalty: 4780.039062
	Iteration 57Q: 3 clusters Score -1957310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1957309.625000 Penalty: 4780.039062
	Iteration 58Q: 3 clusters Score -1957310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1957309.750000 Penalty: 4780.039062
	Iteration 59Q: 3 clusters Score -1957310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1957311.000000 Penalty: 4780.039062
	Iteration 60F: 3 clusters Score -1957311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1957316.250000 Penalty: 4780.039062
	Iteration 61Q: 3 clusters Score -1957316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1957316.250000 Penalty: 4780.039062
	Iteration 62Q: 3 clusters Score -1957316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1957316.375000 Penalty: 4780.039062
	Iteration 63Q: 3 clusters Score -1957316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1957312.875000 Penalty: 4780.039062
	Iteration 64Q: 3 clusters Score -1957313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1957311.000000 Penalty: 4780.039062
	Iteration 65Q: 3 clusters Score -1957311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1957318.250000 Penalty: 4780.039062
	Iteration 66Q: 3 clusters Score -1957318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1957318.375000 Penalty: 4780.039062
	Iteration 67Q: 3 clusters Score -1957318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1957316.125000 Penalty: 4780.039062
	Iteration 68Q: 3 clusters Score -1957316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1957314.000000 Penalty: 4780.039062
	Iteration 69Q: 3 clusters Score -1957314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1957310.750000 Penalty: 4780.039062
	Iteration 70Q: 3 clusters Score -1957311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1957313.375000 Penalty: 4780.039062
	Iteration 71Q: 3 clusters Score -1957313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1957310.375000 Penalty: 4780.039062
	Iteration 72Q: 3 clusters Score -1957310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1957310.375000 Penalty: 4780.039062
	Iteration 73F: 3 clusters Score -1957310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 10066 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 183600 members 
Mstep: Class 5 contains 263077 members 
Mstep: Class 6 contains 17467 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54647 members 
Mstep: Class 11 contains 12566 members 
Mstep: Class 12 contains 11782 members 
Mstep: Class 14 contains 27392 members 
Mstep: Class 15 contains 10176 members 
Mstep: Class 17 contains 52509 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 20 contains 9226 members 
Mstep: Class 21 contains 15324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795232.000000 Penalty: 83590.781250
Iteration 39Q: 26 clusters Score -9.079523e+07 nChanged 12450
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 10477 members 
Mstep: Class 3 contains 7599 members 
Mstep: Class 4 contains 183056 members 
Mstep: Class 5 contains 262683 members 
Mstep: Class 6 contains 16732 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 55515 members 
Mstep: Class 11 contains 12445 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 27515 members 
Mstep: Class 15 contains 10362 members 
Mstep: Class 16 contains 955 members 
Mstep: Class 17 contains 52177 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 6170 members 
Mstep: Class 20 contains 9656 members 
Mstep: Class 21 contains 15285 members 
Mstep: Class 22 contains 416 members 
Mstep: Class 23 contains 3879 members 
Mstep: Class 24 contains 12709 members 
Mstep: Class 25 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800832.000000 Penalty: 83590.781250
Iteration 40F: 26 clusters Score -9.080083e+07 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 10933 members 
Mstep: Class 3 contains 7819 members 
Mstep: Class 4 contains 181371 members 
Mstep: Class 5 contains 262418 members 
Mstep: Class 6 contains 16113 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 55975 members 
Mstep: Class 11 contains 12344 members 
Mstep: Class 12 contains 11472 members 
Mstep: Class 13 contains 6693 members 
Mstep: Class 14 contains 28401 members 
Mstep: Class 15 contains 10558 members 
Mstep: Class 16 contains 980 members 
Mstep: Class 17 contains 51638 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 6902 members 
Mstep: Class 20 contains 9768 members 
Mstep: Class 21 contains 15268 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 3928 members 
Mstep: Class 24 contains 12990 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804064.000000 Penalty: 83590.781250
Iteration 41Q: 26 clusters Score -9.080406e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 11355 members 
Mstep: Class 3 contains 7909 members 
Mstep: Class 4 contains 179713 members 
Mstep: Class 5 contains 262281 members 
Mstep: Class 6 contains 15694 members 
Mstep: Class 7 contains 996 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 2285 members 
Mstep: Class 10 contains 56301 members 
Mstep: Class 11 contains 12212 members 
Mstep: Class 12 contains 11452 members 
Mstep: Class 13 contains 6572 members 
Mstep: Class 14 contains 29398 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 978 members 
Mstep: Class 17 contains 51187 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 7492 members 
Mstep: Class 20 contains 9993 members 
Mstep: Class 21 contains 15252 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 3994 members 
Mstep: Class 24 contains 13034 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90806560.000000 Penalty: 83590.781250
Iteration 42Q: 26 clusters Score -9.080656e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 7955 members 
Mstep: Class 4 contains 178174 members 
Mstep: Class 5 contains 262164 members 
Mstep: Class 6 contains 15315 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2348 members 
Mstep: Class 9 contains 2283 members 
Mstep: Class 10 contains 56503 members 
Mstep: Class 11 contains 12054 members 
Mstep: Class 12 contains 11412 members 
Mstep: Class 13 contains 6492 members 
Mstep: Class 14 contains 30441 members 
Mstep: Class 15 contains 10925 members 
Mstep: Class 16 contains 978 members 
Mstep: Class 17 contains 50739 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 8043 members 
Mstep: Class 20 contains 10202 members 
Mstep: Class 21 contains 15235 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 4089 members 
Mstep: Class 24 contains 13040 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90808872.000000 Penalty: 83590.781250
Iteration 43Q: 26 clusters Score -9.080887e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 12124 members 
Mstep: Class 3 contains 7958 members 
Mstep: Class 4 contains 176682 members 
Mstep: Class 5 contains 262323 members 
Mstep: Class 6 contains 15018 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 2283 members 
Mstep: Class 10 contains 56608 members 
Mstep: Class 11 contains 11881 members 
Mstep: Class 12 contains 11370 members 
Mstep: Class 13 contains 6434 members 
Mstep: Class 14 contains 31275 members 
Mstep: Class 15 contains 11113 members 
Mstep: Class 16 contains 983 members 
Mstep: Class 17 contains 50401 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 8512 members 
Mstep: Class 20 contains 10397 members 
Mstep: Class 21 contains 15230 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 4178 members 
Mstep: Class 24 contains 13010 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90810736.000000 Penalty: 83590.781250
Iteration 44Q: 26 clusters Score -9.081074e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 12415 members 
Mstep: Class 3 contains 7963 members 
Mstep: Class 4 contains 175304 members 
Mstep: Class 5 contains 262629 members 
Mstep: Class 6 contains 14711 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 2283 members 
Mstep: Class 10 contains 56632 members 
Mstep: Class 11 contains 11676 members 
Mstep: Class 12 contains 11351 members 
Mstep: Class 13 contains 6389 members 
Mstep: Class 14 contains 32018 members 
Mstep: Class 15 contains 11290 members 
Mstep: Class 16 contains 986 members 
Mstep: Class 17 contains 50115 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 8960 members 
Mstep: Class 20 contains 10564 members 
Mstep: Class 21 contains 15210 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 4274 members 
Mstep: Class 24 contains 12982 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90811944.000000 Penalty: 83590.781250
Iteration 45Q: 26 clusters Score -9.081194e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 12667 members 
Mstep: Class 3 contains 7964 members 
Mstep: Class 4 contains 173888 members 
Mstep: Class 5 contains 263083 members 
Mstep: Class 6 contains 14471 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 2285 members 
Mstep: Class 10 contains 56661 members 
Mstep: Class 11 contains 11479 members 
Mstep: Class 12 contains 11331 members 
Mstep: Class 13 contains 6345 members 
Mstep: Class 14 contains 32631 members 
Mstep: Class 15 contains 11458 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 49892 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 9371 members 
Mstep: Class 20 contains 10700 members 
Mstep: Class 21 contains 15203 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 4371 members 
Mstep: Class 24 contains 12945 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90813144.000000 Penalty: 83590.781250
Iteration 46Q: 26 clusters Score -9.081314e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 12891 members 
Mstep: Class 3 contains 7955 members 
Mstep: Class 4 contains 172553 members 
Mstep: Class 5 contains 263637 members 
Mstep: Class 6 contains 14284 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2357 members 
Mstep: Class 9 contains 2285 members 
Mstep: Class 10 contains 56651 members 
Mstep: Class 11 contains 11287 members 
Mstep: Class 12 contains 11298 members 
Mstep: Class 13 contains 6300 members 
Mstep: Class 14 contains 33137 members 
Mstep: Class 15 contains 11656 members 
Mstep: Class 16 contains 992 members 
Mstep: Class 17 contains 49671 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 9704 members 
Mstep: Class 20 contains 10797 members 
Mstep: Class 21 contains 15222 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 4456 members 
Mstep: Class 24 contains 12939 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90814040.000000 Penalty: 83590.781250
Iteration 47Q: 26 clusters Score -9.081404e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 13084 members 
Mstep: Class 3 contains 7946 members 
Mstep: Class 4 contains 171284 members 
Mstep: Class 5 contains 264245 members 
Mstep: Class 6 contains 14131 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2358 members 
Mstep: Class 9 contains 2286 members 
Mstep: Class 10 contains 56624 members 
Mstep: Class 11 contains 11110 members 
Mstep: Class 12 contains 11271 members 
Mstep: Class 13 contains 6273 members 
Mstep: Class 14 contains 33554 members 
Mstep: Class 15 contains 11857 members 
Mstep: Class 16 contains 992 members 
Mstep: Class 17 contains 49494 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 9975 members 
Mstep: Class 20 contains 10892 members 
Mstep: Class 21 contains 15237 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 4536 members 
Mstep: Class 24 contains 12925 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90814664.000000 Penalty: 83590.781250
Iteration 48Q: 26 clusters Score -9.081466e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 13250 members 
Mstep: Class 3 contains 7934 members 
Mstep: Class 4 contains 170057 members 
Mstep: Class 5 contains 264929 members 
Mstep: Class 6 contains 14028 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 2286 members 
Mstep: Class 10 contains 56571 members 
Mstep: Class 11 contains 10940 members 
Mstep: Class 12 contains 11246 members 
Mstep: Class 13 contains 6238 members 
Mstep: Class 14 contains 33908 members 
Mstep: Class 15 contains 12023 members 
Mstep: Class 16 contains 989 members 
Mstep: Class 17 contains 49355 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 10229 members 
Mstep: Class 20 contains 10959 members 
Mstep: Class 21 contains 15242 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 4603 members 
Mstep: Class 24 contains 12920 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90815576.000000 Penalty: 83590.781250
Iteration 49Q: 26 clusters Score -9.081558e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 13397 members 
Mstep: Class 3 contains 7919 members 
Mstep: Class 4 contains 168878 members 
Mstep: Class 5 contains 265623 members 
Mstep: Class 6 contains 13947 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2361 members 
Mstep: Class 9 contains 2285 members 
Mstep: Class 10 contains 56501 members 
Mstep: Class 11 contains 10776 members 
Mstep: Class 12 contains 11223 members 
Mstep: Class 13 contains 6199 members 
Mstep: Class 14 contains 34196 members 
Mstep: Class 15 contains 12213 members 
Mstep: Class 16 contains 989 members 
Mstep: Class 17 contains 49242 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 10468 members 
Mstep: Class 20 contains 11013 members 
Mstep: Class 21 contains 15253 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 4662 members 
Mstep: Class 24 contains 12921 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90816296.000000 Penalty: 83590.781250
Iteration 50Q: 26 clusters Score -9.08163e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 13528 members 
Mstep: Class 3 contains 7896 members 
Mstep: Class 4 contains 167814 members 
Mstep: Class 5 contains 266334 members 
Mstep: Class 6 contains 13875 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2362 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 56434 members 
Mstep: Class 11 contains 10603 members 
Mstep: Class 12 contains 11195 members 
Mstep: Class 13 contains 6160 members 
Mstep: Class 14 contains 34466 members 
Mstep: Class 15 contains 12379 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 49112 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 10665 members 
Mstep: Class 20 contains 11060 members 
Mstep: Class 21 contains 15263 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 4715 members 
Mstep: Class 24 contains 12919 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90816592.000000 Penalty: 83590.781250
Iteration 51Q: 26 clusters Score -9.081659e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 13627 members 
Mstep: Class 3 contains 7877 members 
Mstep: Class 4 contains 166796 members 
Mstep: Class 5 contains 267072 members 
Mstep: Class 6 contains 13797 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2362 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 56371 members 
Mstep: Class 11 contains 10449 members 
Mstep: Class 12 contains 11173 members 
Mstep: Class 13 contains 6123 members 
Mstep: Class 14 contains 34690 members 
Mstep: Class 15 contains 12550 members 
Mstep: Class 16 contains 989 members 
Mstep: Class 17 contains 48971 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 10847 members 
Mstep: Class 20 contains 11107 members 
Mstep: Class 21 contains 15272 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 4752 members 
Mstep: Class 24 contains 12925 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90817160.000000 Penalty: 83590.781250
Iteration 52Q: 26 clusters Score -9.081716e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 13729 members 
Mstep: Class 3 contains 7853 members 
Mstep: Class 4 contains 165881 members 
Mstep: Class 5 contains 267743 members 
Mstep: Class 6 contains 13761 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2362 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 56317 members 
Mstep: Class 11 contains 10330 members 
Mstep: Class 12 contains 11159 members 
Mstep: Class 13 contains 6097 members 
Mstep: Class 14 contains 34861 members 
Mstep: Class 15 contains 12674 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 48837 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 11003 members 
Mstep: Class 20 contains 11143 members 
Mstep: Class 21 contains 15289 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 4787 members 
Mstep: Class 24 contains 12919 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90817192.000000 Penalty: 83590.781250
Iteration 53Q: 26 clusters Score -9.081719e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 13810 members 
Mstep: Class 3 contains 7837 members 
Mstep: Class 4 contains 165070 members 
Mstep: Class 5 contains 268350 members 
Mstep: Class 6 contains 13724 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2361 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 56273 members 
Mstep: Class 11 contains 10204 members 
Mstep: Class 12 contains 11142 members 
Mstep: Class 13 contains 6073 members 
Mstep: Class 14 contains 35001 members 
Mstep: Class 15 contains 12821 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 48705 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 11140 members 
Mstep: Class 20 contains 11186 members 
Mstep: Class 21 contains 15305 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 12913 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90817368.000000 Penalty: 83590.781250
Iteration 54Q: 26 clusters Score -9.081737e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 13877 members 
Mstep: Class 3 contains 7813 members 
Mstep: Class 4 contains 164340 members 
Mstep: Class 5 contains 268919 members 
Mstep: Class 6 contains 13703 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2362 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 56222 members 
Mstep: Class 11 contains 10073 members 
Mstep: Class 12 contains 11131 members 
Mstep: Class 13 contains 6045 members 
Mstep: Class 14 contains 35121 members 
Mstep: Class 15 contains 12942 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 48635 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 11224 members 
Mstep: Class 21 contains 15312 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 4852 members 
Mstep: Class 24 contains 12908 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90817720.000000 Penalty: 83590.781250
Iteration 55Q: 26 clusters Score -9.081772e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 13928 members 
Mstep: Class 3 contains 7795 members 
Mstep: Class 4 contains 163660 members 
Mstep: Class 5 contains 269497 members 
Mstep: Class 6 contains 13678 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2362 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 56165 members 
Mstep: Class 11 contains 9972 members 
Mstep: Class 12 contains 11124 members 
Mstep: Class 13 contains 6020 members 
Mstep: Class 14 contains 35216 members 
Mstep: Class 15 contains 13037 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 48568 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 11349 members 
Mstep: Class 20 contains 11259 members 
Mstep: Class 21 contains 15316 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 12897 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90817912.000000 Penalty: 83590.781250
Iteration 56Q: 26 clusters Score -9.081791e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 13970 members 
Mstep: Class 3 contains 7772 members 
Mstep: Class 4 contains 163059 members 
Mstep: Class 5 contains 270033 members 
Mstep: Class 6 contains 13651 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2363 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 56121 members 
Mstep: Class 11 contains 9867 members 
Mstep: Class 12 contains 11115 members 
Mstep: Class 13 contains 5992 members 
Mstep: Class 14 contains 35291 members 
Mstep: Class 15 contains 13118 members 
Mstep: Class 16 contains 989 members 
Mstep: Class 17 contains 48509 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 11445 members 
Mstep: Class 20 contains 11291 members 
Mstep: Class 21 contains 15322 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 4904 members 
Mstep: Class 24 contains 12886 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90818752.000000 Penalty: 83590.781250
Iteration 57Q: 26 clusters Score -9.081875e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 13998 members 
Mstep: Class 3 contains 7756 members 
Mstep: Class 4 contains 162547 members 
Mstep: Class 5 contains 270496 members 
Mstep: Class 6 contains 13621 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2363 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 56046 members 
Mstep: Class 11 contains 9752 members 
Mstep: Class 12 contains 11101 members 
Mstep: Class 13 contains 5966 members 
Mstep: Class 14 contains 35389 members 
Mstep: Class 15 contains 13198 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 48475 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 11542 members 
Mstep: Class 20 contains 11323 members 
Mstep: Class 21 contains 15326 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 12872 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819048.000000 Penalty: 83590.781250
Iteration 58Q: 26 clusters Score -9.081905e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 14027 members 
Mstep: Class 3 contains 7747 members 
Mstep: Class 4 contains 162029 members 
Mstep: Class 5 contains 271016 members 
Mstep: Class 6 contains 13586 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2362 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55958 members 
Mstep: Class 11 contains 9645 members 
Mstep: Class 12 contains 11092 members 
Mstep: Class 13 contains 5939 members 
Mstep: Class 14 contains 35458 members 
Mstep: Class 15 contains 13268 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 48443 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 11629 members 
Mstep: Class 20 contains 11355 members 
Mstep: Class 21 contains 15329 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 4960 members 
Mstep: Class 24 contains 12857 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819504.000000 Penalty: 83590.781250
Iteration 59Q: 26 clusters Score -9.08195e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 14057 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 161618 members 
Mstep: Class 5 contains 271453 members 
Mstep: Class 6 contains 13563 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2362 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55870 members 
Mstep: Class 11 contains 9531 members 
Mstep: Class 12 contains 11086 members 
Mstep: Class 13 contains 5916 members 
Mstep: Class 14 contains 35517 members 
Mstep: Class 15 contains 13314 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 48411 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 11712 members 
Mstep: Class 20 contains 11374 members 
Mstep: Class 21 contains 15335 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 4989 members 
Mstep: Class 24 contains 12847 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819712.000000 Penalty: 83590.781250
Iteration 60F: 26 clusters Score -9.081971e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 14083 members 
Mstep: Class 3 contains 7713 members 
Mstep: Class 4 contains 161299 members 
Mstep: Class 5 contains 271817 members 
Mstep: Class 6 contains 13537 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2361 members 
Mstep: Class 9 contains 2283 members 
Mstep: Class 10 contains 55762 members 
Mstep: Class 11 contains 9430 members 
Mstep: Class 12 contains 11088 members 
Mstep: Class 13 contains 5897 members 
Mstep: Class 14 contains 35570 members 
Mstep: Class 15 contains 13357 members 
Mstep: Class 16 contains 991 members 
Mstep: Class 17 contains 48355 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 11799 members 
Mstep: Class 20 contains 11396 members 
Mstep: Class 21 contains 15287 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5024 members 
Mstep: Class 24 contains 12835 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820192.000000 Penalty: 83590.781250
Iteration 61Q: 26 clusters Score -9.082019e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 14102 members 
Mstep: Class 3 contains 7681 members 
Mstep: Class 4 contains 160977 members 
Mstep: Class 5 contains 272193 members 
Mstep: Class 6 contains 13503 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2361 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55686 members 
Mstep: Class 11 contains 9324 members 
Mstep: Class 12 contains 11085 members 
Mstep: Class 13 contains 5874 members 
Mstep: Class 14 contains 35616 members 
Mstep: Class 15 contains 13399 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 48307 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 11875 members 
Mstep: Class 20 contains 11424 members 
Mstep: Class 21 contains 15251 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5055 members 
Mstep: Class 24 contains 12828 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820408.000000 Penalty: 83590.781250
Iteration 62Q: 26 clusters Score -9.082041e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 14117 members 
Mstep: Class 3 contains 7662 members 
Mstep: Class 4 contains 160746 members 
Mstep: Class 5 contains 272502 members 
Mstep: Class 6 contains 13479 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2360 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55614 members 
Mstep: Class 11 contains 9226 members 
Mstep: Class 12 contains 11080 members 
Mstep: Class 13 contains 5858 members 
Mstep: Class 14 contains 35664 members 
Mstep: Class 15 contains 13425 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 48245 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 11932 members 
Mstep: Class 20 contains 11450 members 
Mstep: Class 21 contains 15234 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5081 members 
Mstep: Class 24 contains 12809 members 
Mstep: Class 25 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820528.000000 Penalty: 83590.781250
Iteration 63Q: 26 clusters Score -9.082053e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 14134 members 
Mstep: Class 3 contains 7648 members 
Mstep: Class 4 contains 160521 members 
Mstep: Class 5 contains 272809 members 
Mstep: Class 6 contains 13462 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2360 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55543 members 
Mstep: Class 11 contains 9118 members 
Mstep: Class 12 contains 11076 members 
Mstep: Class 13 contains 5839 members 
Mstep: Class 14 contains 35716 members 
Mstep: Class 15 contains 13439 members 
Mstep: Class 16 contains 991 members 
Mstep: Class 17 contains 48189 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 11989 members 
Mstep: Class 20 contains 11469 members 
Mstep: Class 21 contains 15228 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5101 members 
Mstep: Class 24 contains 12797 members 
Mstep: Class 25 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820920.000000 Penalty: 83590.781250
Iteration 64Q: 26 clusters Score -9.082092e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 14146 members 
Mstep: Class 3 contains 7644 members 
Mstep: Class 4 contains 160291 members 
Mstep: Class 5 contains 273116 members 
Mstep: Class 6 contains 13450 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2360 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55485 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 11071 members 
Mstep: Class 13 contains 5818 members 
Mstep: Class 14 contains 35752 members 
Mstep: Class 15 contains 13465 members 
Mstep: Class 16 contains 991 members 
Mstep: Class 17 contains 48134 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12024 members 
Mstep: Class 20 contains 11488 members 
Mstep: Class 21 contains 15222 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5118 members 
Mstep: Class 24 contains 12794 members 
Mstep: Class 25 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821200.000000 Penalty: 83590.781250
Iteration 65Q: 26 clusters Score -9.08212e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 14149 members 
Mstep: Class 3 contains 7637 members 
Mstep: Class 4 contains 160177 members 
Mstep: Class 5 contains 273336 members 
Mstep: Class 6 contains 13436 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2360 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55435 members 
Mstep: Class 11 contains 8957 members 
Mstep: Class 12 contains 11067 members 
Mstep: Class 13 contains 5809 members 
Mstep: Class 14 contains 35787 members 
Mstep: Class 15 contains 13439 members 
Mstep: Class 16 contains 991 members 
Mstep: Class 17 contains 48087 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12060 members 
Mstep: Class 20 contains 11504 members 
Mstep: Class 21 contains 15218 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5135 members 
Mstep: Class 24 contains 12784 members 
Mstep: Class 25 contains 454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821360.000000 Penalty: 83590.781250
Iteration 66Q: 26 clusters Score -9.082136e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 14155 members 
Mstep: Class 3 contains 7624 members 
Mstep: Class 4 contains 160064 members 
Mstep: Class 5 contains 273579 members 
Mstep: Class 6 contains 13423 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2360 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55381 members 
Mstep: Class 11 contains 8884 members 
Mstep: Class 12 contains 11062 members 
Mstep: Class 13 contains 5797 members 
Mstep: Class 14 contains 35829 members 
Mstep: Class 15 contains 13374 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 48060 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12094 members 
Mstep: Class 20 contains 11528 members 
Mstep: Class 21 contains 15207 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5159 members 
Mstep: Class 24 contains 12773 members 
Mstep: Class 25 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821168.000000 Penalty: 83590.781250
Iteration 67Q: 26 clusters Score -9.082117e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 14163 members 
Mstep: Class 3 contains 7610 members 
Mstep: Class 4 contains 160027 members 
Mstep: Class 5 contains 273741 members 
Mstep: Class 6 contains 13411 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2360 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55335 members 
Mstep: Class 11 contains 8818 members 
Mstep: Class 12 contains 11058 members 
Mstep: Class 13 contains 5779 members 
Mstep: Class 14 contains 35855 members 
Mstep: Class 15 contains 13310 members 
Mstep: Class 16 contains 989 members 
Mstep: Class 17 contains 48036 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12120 members 
Mstep: Class 20 contains 11547 members 
Mstep: Class 21 contains 15212 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5180 members 
Mstep: Class 24 contains 12768 members 
Mstep: Class 25 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821072.000000 Penalty: 83590.781250
Iteration 68Q: 26 clusters Score -9.082107e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 14171 members 
Mstep: Class 3 contains 7598 members 
Mstep: Class 4 contains 160061 members 
Mstep: Class 5 contains 273869 members 
Mstep: Class 6 contains 13406 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2360 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55305 members 
Mstep: Class 11 contains 8759 members 
Mstep: Class 12 contains 11053 members 
Mstep: Class 13 contains 5766 members 
Mstep: Class 14 contains 35883 members 
Mstep: Class 15 contains 13189 members 
Mstep: Class 16 contains 989 members 
Mstep: Class 17 contains 48015 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12147 members 
Mstep: Class 20 contains 11558 members 
Mstep: Class 21 contains 15217 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5198 members 
Mstep: Class 24 contains 12760 members 
Mstep: Class 25 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821208.000000 Penalty: 83590.781250
Iteration 69Q: 26 clusters Score -9.082121e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 14169 members 
Mstep: Class 3 contains 7588 members 
Mstep: Class 4 contains 160109 members 
Mstep: Class 5 contains 274009 members 
Mstep: Class 6 contains 13406 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2361 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55261 members 
Mstep: Class 11 contains 8702 members 
Mstep: Class 12 contains 11049 members 
Mstep: Class 13 contains 5750 members 
Mstep: Class 14 contains 35914 members 
Mstep: Class 15 contains 13057 members 
Mstep: Class 16 contains 989 members 
Mstep: Class 17 contains 47982 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12175 members 
Mstep: Class 20 contains 11570 members 
Mstep: Class 21 contains 15221 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5221 members 
Mstep: Class 24 contains 12755 members 
Mstep: Class 25 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821384.000000 Penalty: 83590.781250
Iteration 70Q: 26 clusters Score -9.082138e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 14170 members 
Mstep: Class 3 contains 7587 members 
Mstep: Class 4 contains 160211 members 
Mstep: Class 5 contains 274126 members 
Mstep: Class 6 contains 13407 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2361 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55233 members 
Mstep: Class 11 contains 8631 members 
Mstep: Class 12 contains 11042 members 
Mstep: Class 13 contains 5738 members 
Mstep: Class 14 contains 35929 members 
Mstep: Class 15 contains 12930 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 47934 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12195 members 
Mstep: Class 20 contains 11572 members 
Mstep: Class 21 contains 15220 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5244 members 
Mstep: Class 24 contains 12752 members 
Mstep: Class 25 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821312.000000 Penalty: 83590.781250
Iteration 71Q: 26 clusters Score -9.082131e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 14159 members 
Mstep: Class 3 contains 7589 members 
Mstep: Class 4 contains 160355 members 
Mstep: Class 5 contains 274213 members 
Mstep: Class 6 contains 13409 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2361 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55208 members 
Mstep: Class 11 contains 8568 members 
Mstep: Class 12 contains 11043 members 
Mstep: Class 13 contains 5728 members 
Mstep: Class 14 contains 35945 members 
Mstep: Class 15 contains 12779 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 47889 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12215 members 
Mstep: Class 20 contains 11584 members 
Mstep: Class 21 contains 15217 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5269 members 
Mstep: Class 24 contains 12747 members 
Mstep: Class 25 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821568.000000 Penalty: 83590.781250
Iteration 72Q: 26 clusters Score -9.082157e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 14145 members 
Mstep: Class 3 contains 7589 members 
Mstep: Class 4 contains 160585 members 
Mstep: Class 5 contains 274251 members 
Mstep: Class 6 contains 13403 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2362 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55192 members 
Mstep: Class 11 contains 8513 members 
Mstep: Class 12 contains 11043 members 
Mstep: Class 13 contains 5724 members 
Mstep: Class 14 contains 35952 members 
Mstep: Class 15 contains 12603 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 47834 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12231 members 
Mstep: Class 20 contains 11607 members 
Mstep: Class 21 contains 15214 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5286 members 
Mstep: Class 24 contains 12737 members 
Mstep: Class 25 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821816.000000 Penalty: 83590.781250
Iteration 73Q: 26 clusters Score -9.082182e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 14141 members 
Mstep: Class 3 contains 7592 members 
Mstep: Class 4 contains 160841 members 
Mstep: Class 5 contains 274272 members 
Mstep: Class 6 contains 13391 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2363 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55165 members 
Mstep: Class 11 contains 8472 members 
Mstep: Class 12 contains 11044 members 
Mstep: Class 13 contains 5717 members 
Mstep: Class 14 contains 35972 members 
Mstep: Class 15 contains 12391 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 47778 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12267 members 
Mstep: Class 20 contains 11624 members 
Mstep: Class 21 contains 15211 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5295 members 
Mstep: Class 24 contains 12736 members 
Mstep: Class 25 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822352.000000 Penalty: 83590.781250
Iteration 74Q: 26 clusters Score -9.082235e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 14139 members 
Mstep: Class 3 contains 7595 members 
Mstep: Class 4 contains 161102 members 
Mstep: Class 5 contains 274223 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55152 members 
Mstep: Class 11 contains 8431 members 
Mstep: Class 12 contains 11042 members 
Mstep: Class 13 contains 5712 members 
Mstep: Class 14 contains 35989 members 
Mstep: Class 15 contains 12233 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 47716 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12293 members 
Mstep: Class 20 contains 11639 members 
Mstep: Class 21 contains 15210 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5307 members 
Mstep: Class 24 contains 12738 members 
Mstep: Class 25 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90823144.000000 Penalty: 83590.781250
Iteration 75Q: 26 clusters Score -9.082314e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 14133 members 
Mstep: Class 3 contains 7599 members 
Mstep: Class 4 contains 161381 members 
Mstep: Class 5 contains 274096 members 
Mstep: Class 6 contains 13367 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2367 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55128 members 
Mstep: Class 11 contains 8397 members 
Mstep: Class 12 contains 11040 members 
Mstep: Class 13 contains 5710 members 
Mstep: Class 14 contains 36013 members 
Mstep: Class 15 contains 12148 members 
Mstep: Class 16 contains 990 members 
Mstep: Class 17 contains 47645 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12317 members 
Mstep: Class 20 contains 11643 members 
Mstep: Class 21 contains 15204 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5319 members 
Mstep: Class 24 contains 12741 members 
Mstep: Class 25 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90823600.000000 Penalty: 83590.781250
Iteration 76Q: 26 clusters Score -9.08236e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 14128 members 
Mstep: Class 3 contains 7597 members 
Mstep: Class 4 contains 161648 members 
Mstep: Class 5 contains 273859 members 
Mstep: Class 6 contains 13358 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2370 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55115 members 
Mstep: Class 11 contains 8362 members 
Mstep: Class 12 contains 11039 members 
Mstep: Class 13 contains 5700 members 
Mstep: Class 14 contains 36037 members 
Mstep: Class 15 contains 12168 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 47586 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12353 members 
Mstep: Class 20 contains 11655 members 
Mstep: Class 21 contains 15200 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5329 members 
Mstep: Class 24 contains 12740 members 
Mstep: Class 25 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90823912.000000 Penalty: 83590.781250
Iteration 77Q: 26 clusters Score -9.082391e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 14136 members 
Mstep: Class 3 contains 7598 members 
Mstep: Class 4 contains 161878 members 
Mstep: Class 5 contains 273655 members 
Mstep: Class 6 contains 13354 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2374 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55097 members 
Mstep: Class 11 contains 8329 members 
Mstep: Class 12 contains 11033 members 
Mstep: Class 13 contains 5694 members 
Mstep: Class 14 contains 36050 members 
Mstep: Class 15 contains 12211 members 
Mstep: Class 16 contains 984 members 
Mstep: Class 17 contains 47523 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12370 members 
Mstep: Class 20 contains 11658 members 
Mstep: Class 21 contains 15199 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5343 members 
Mstep: Class 24 contains 12734 members 
Mstep: Class 25 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90824000.000000 Penalty: 83590.781250
Iteration 78Q: 26 clusters Score -9.0824e+07 nChanged 1184
Entering ConstructFrom: 
Score: -90824000.000000 Penalty: 83590.781250
Entering ConstructFrom: 
Trying to split cluster 1 (4380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Entering Unmasked Estep 
Score: -510672.656250 Penalty: 2079.431396
	Iteration 0F: 2 clusters Score -510672.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -506576.937500 Penalty: 4158.862793
	Iteration 0F: 3 clusters Score -506576.9 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -507641.218750 Penalty: 4158.862793
	Iteration 1F: 3 clusters Score -507641.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -507961.937500 Penalty: 4158.862793
	Iteration 2F: 3 clusters Score -507961.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -508222.000000 Penalty: 4158.862793
	Iteration 3F: 3 clusters Score -508222 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -508474.875000 Penalty: 4158.862793
	Iteration 4F: 3 clusters Score -508474.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -508716.531250 Penalty: 4158.862793
	Iteration 5F: 3 clusters Score -508716.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -508986.468750 Penalty: 4158.862793
	Iteration 6F: 3 clusters Score -508986.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -509257.281250 Penalty: 4158.862793
	Iteration 7Q: 3 clusters Score -509257.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -509490.468750 Penalty: 4158.862793
	Iteration 8Q: 3 clusters Score -509490.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -509670.406250 Penalty: 4158.862793
	Iteration 9Q: 3 clusters Score -509670.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -509786.843750 Penalty: 4158.862793
	Iteration 10Q: 3 clusters Score -509786.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -509832.406250 Penalty: 4158.862793
	Iteration 11Q: 3 clusters Score -509832.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -509860.125000 Penalty: 4158.862793
	Iteration 12Q: 3 clusters Score -509860.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -509874.656250 Penalty: 4158.862793
	Iteration 13Q: 3 clusters Score -509874.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -509880.781250 Penalty: 4158.862793
	Iteration 14Q: 3 clusters Score -509880.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -509885.937500 Penalty: 4158.862793
	Iteration 15Q: 3 clusters Score -509885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -509885.937500 Penalty: 4158.862793
	Iteration 16Q: 3 clusters Score -509885.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -509888.218750 Penalty: 4158.862793
	Iteration 17Q: 3 clusters Score -509888.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -509890.718750 Penalty: 4158.862793
	Iteration 18Q: 3 clusters Score -509890.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -509891.468750 Penalty: 4158.862793
	Iteration 19Q: 3 clusters Score -509891.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -509895.218750 Penalty: 4158.862793
	Iteration 20F: 3 clusters Score -509895.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -509896.156250 Penalty: 4158.862793
	Iteration 21Q: 3 clusters Score -509896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -509898.187500 Penalty: 4158.862793
	Iteration 22Q: 3 clusters Score -509898.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -509898.406250 Penalty: 4158.862793
	Iteration 23Q: 3 clusters Score -509898.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -509898.406250 Penalty: 4158.862793
	Iteration 24F: 3 clusters Score -509898.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Entering Unmasked Estep 
Score: -1844511.375000 Penalty: 2370.059570
	Iteration 0F: 2 clusters Score -1844511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1834128.250000 Penalty: 4740.119141
	Iteration 0F: 3 clusters Score -1834128 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1837415.000000 Penalty: 4740.119141
	Iteration 1F: 3 clusters Score -1837415 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1837743.250000 Penalty: 4740.119141
	Iteration 2F: 3 clusters Score -1837743 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1837990.000000 Penalty: 4740.119141
	Iteration 3Q: 3 clusters Score -1837990 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1838138.250000 Penalty: 4740.119141
	Iteration 4Q: 3 clusters Score -1838138 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1838241.500000 Penalty: 4740.119141
	Iteration 5Q: 3 clusters Score -1838242 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1838342.625000 Penalty: 4740.119141
	Iteration 6Q: 3 clusters Score -1838343 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1838428.125000 Penalty: 4740.119141
	Iteration 7Q: 3 clusters Score -1838428 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1838513.000000 Penalty: 4740.119141
	Iteration 8Q: 3 clusters Score -1838513 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1838613.875000 Penalty: 4740.119141
	Iteration 9Q: 3 clusters Score -1838614 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1838716.375000 Penalty: 4740.119141
	Iteration 10Q: 3 clusters Score -1838716 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1838818.000000 Penalty: 4740.119141
	Iteration 11Q: 3 clusters Score -1838818 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1838949.250000 Penalty: 4740.119141
	Iteration 12Q: 3 clusters Score -1838949 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1839131.500000 Penalty: 4740.119141
	Iteration 13Q: 3 clusters Score -1839132 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1839394.750000 Penalty: 4740.119141
	Iteration 14Q: 3 clusters Score -1839395 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1839775.125000 Penalty: 4740.119141
	Iteration 15Q: 3 clusters Score -1839775 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1840299.500000 Penalty: 4740.119141
	Iteration 16F: 3 clusters Score -1840300 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1840946.250000 Penalty: 4740.119141
	Iteration 17F: 3 clusters Score -1840946 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1841543.750000 Penalty: 4740.119141
	Iteration 18Q: 3 clusters Score -1841544 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1842011.875000 Penalty: 4740.119141
	Iteration 19Q: 3 clusters Score -1842012 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1842348.625000 Penalty: 4740.119141
	Iteration 20F: 3 clusters Score -1842349 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1842565.750000 Penalty: 4740.119141
	Iteration 21Q: 3 clusters Score -1842566 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1842683.125000 Penalty: 4740.119141
	Iteration 22Q: 3 clusters Score -1842683 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1842746.375000 Penalty: 4740.119141
	Iteration 23Q: 3 clusters Score -1842746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1842775.875000 Penalty: 4740.119141
	Iteration 24Q: 3 clusters Score -1842776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1842799.750000 Penalty: 4740.119141
	Iteration 25Q: 3 clusters Score -1842800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1842808.125000 Penalty: 4740.119141
	Iteration 26Q: 3 clusters Score -1842808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1842812.000000 Penalty: 4740.119141
	Iteration 27Q: 3 clusters Score -1842812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1842814.250000 Penalty: 4740.119141
	Iteration 28Q: 3 clusters Score -1842814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1842817.125000 Penalty: 4740.119141
	Iteration 29Q: 3 clusters Score -1842817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1842822.875000 Penalty: 4740.119141
	Iteration 30Q: 3 clusters Score -1842823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1842824.625000 Penalty: 4740.119141
	Iteration 31Q: 3 clusters Score -1842825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1842830.125000 Penalty: 4740.119141
	Iteration 32Q: 3 clusters Score -1842830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1842832.875000 Penalty: 4740.119141
	Iteration 33Q: 3 clusters Score -1842833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1842835.500000 Penalty: 4740.119141
	Iteration 34Q: 3 clusters Score -1842836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1842838.500000 Penalty: 4740.119141
	Iteration 35Q: 3 clusters Score -1842838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1842841.000000 Penalty: 4740.119141
	Iteration 36Q: 3 clusters Score -1842841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1842842.750000 Penalty: 4740.119141
	Iteration 37Q: 3 clusters Score -1842843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1842842.750000 Penalty: 4740.119141
	Iteration 38Q: 3 clusters Score -1842843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1842843.500000 Penalty: 4740.119141
	Iteration 39Q: 3 clusters Score -1842844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1842841.125000 Penalty: 4740.119141
	Iteration 40F: 3 clusters Score -1842841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -857193.562500 Penalty: 2215.843018
	Iteration 0F: 2 clusters Score -857193.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -851015.062500 Penalty: 4431.686035
	Iteration 0F: 3 clusters Score -851015.1 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -852648.625000 Penalty: 4431.686035
	Iteration 1F: 3 clusters Score -852648.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -852959.125000 Penalty: 4431.686035
	Iteration 2F: 3 clusters Score -852959.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -853221.125000 Penalty: 4431.686035
	Iteration 3F: 3 clusters Score -853221.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -853439.000000 Penalty: 4431.686035
	Iteration 4Q: 3 clusters Score -853439 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -853616.437500 Penalty: 4431.686035
	Iteration 5Q: 3 clusters Score -853616.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -853756.625000 Penalty: 4431.686035
	Iteration 6Q: 3 clusters Score -853756.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -853891.750000 Penalty: 4431.686035
	Iteration 7Q: 3 clusters Score -853891.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -854052.187500 Penalty: 4431.686035
	Iteration 8Q: 3 clusters Score -854052.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -854215.812500 Penalty: 4431.686035
	Iteration 9Q: 3 clusters Score -854215.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -854381.062500 Penalty: 4431.686035
	Iteration 10Q: 3 clusters Score -854381.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -854554.437500 Penalty: 4431.686035
	Iteration 11Q: 3 clusters Score -854554.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -854756.875000 Penalty: 4431.686035
	Iteration 12Q: 3 clusters Score -854756.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -854977.062500 Penalty: 4431.686035
	Iteration 13Q: 3 clusters Score -854977.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -855198.250000 Penalty: 4431.686035
	Iteration 14Q: 3 clusters Score -855198.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -855428.812500 Penalty: 4431.686035
	Iteration 15Q: 3 clusters Score -855428.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -855597.562500 Penalty: 4431.686035
	Iteration 16Q: 3 clusters Score -855597.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -855714.312500 Penalty: 4431.686035
	Iteration 17Q: 3 clusters Score -855714.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -855781.000000 Penalty: 4431.686035
	Iteration 18Q: 3 clusters Score -855781 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -855829.687500 Penalty: 4431.686035
	Iteration 19Q: 3 clusters Score -855829.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -855872.125000 Penalty: 4431.686035
	Iteration 20F: 3 clusters Score -855872.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -855905.187500 Penalty: 4431.686035
	Iteration 21Q: 3 clusters Score -855905.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -855929.625000 Penalty: 4431.686035
	Iteration 22Q: 3 clusters Score -855929.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -855953.000000 Penalty: 4431.686035
	Iteration 23Q: 3 clusters Score -855953 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -855977.062500 Penalty: 4431.686035
	Iteration 24Q: 3 clusters Score -855977.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -856002.687500 Penalty: 4431.686035
	Iteration 25Q: 3 clusters Score -856002.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -856025.937500 Penalty: 4431.686035
	Iteration 26Q: 3 clusters Score -856025.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -856047.875000 Penalty: 4431.686035
	Iteration 27Q: 3 clusters Score -856047.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -856076.500000 Penalty: 4431.686035
	Iteration 28Q: 3 clusters Score -856076.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -856098.187500 Penalty: 4431.686035
	Iteration 29Q: 3 clusters Score -856098.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -856114.375000 Penalty: 4431.686035
	Iteration 30Q: 3 clusters Score -856114.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -856126.125000 Penalty: 4431.686035
	Iteration 31Q: 3 clusters Score -856126.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -856133.687500 Penalty: 4431.686035
	Iteration 32Q: 3 clusters Score -856133.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -856136.812500 Penalty: 4431.686035
	Iteration 33Q: 3 clusters Score -856136.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -856142.250000 Penalty: 4431.686035
	Iteration 34Q: 3 clusters Score -856142.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -856145.812500 Penalty: 4431.686035
	Iteration 35Q: 3 clusters Score -856145.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -856149.750000 Penalty: 4431.686035
	Iteration 36Q: 3 clusters Score -856149.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -856152.312500 Penalty: 4431.686035
	Iteration 37Q: 3 clusters Score -856152.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -856152.375000 Penalty: 4431.686035
	Iteration 38Q: 3 clusters Score -856152.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -856158.375000 Penalty: 4431.686035
	Iteration 39Q: 3 clusters Score -856158.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -856162.250000 Penalty: 4431.686035
	Iteration 40F: 3 clusters Score -856162.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -856165.500000 Penalty: 4431.686035
	Iteration 41Q: 3 clusters Score -856165.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -856169.812500 Penalty: 4431.686035
	Iteration 42Q: 3 clusters Score -856169.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -856176.625000 Penalty: 4431.686035
	Iteration 43Q: 3 clusters Score -856176.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -856184.125000 Penalty: 4431.686035
	Iteration 44Q: 3 clusters Score -856184.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -856187.437500 Penalty: 4431.686035
	Iteration 45Q: 3 clusters Score -856187.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -856191.875000 Penalty: 4431.686035
	Iteration 46Q: 3 clusters Score -856191.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -856200.625000 Penalty: 4431.686035
	Iteration 47Q: 3 clusters Score -856200.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -856203.687500 Penalty: 4431.686035
	Iteration 48Q: 3 clusters Score -856203.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -856206.625000 Penalty: 4431.686035
	Iteration 49Q: 3 clusters Score -856206.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -856213.312500 Penalty: 4431.686035
	Iteration 50Q: 3 clusters Score -856213.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -856217.187500 Penalty: 4431.686035
	Iteration 51Q: 3 clusters Score -856217.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -856221.437500 Penalty: 4431.686035
	Iteration 52Q: 3 clusters Score -856221.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -856222.312500 Penalty: 4431.686035
	Iteration 53Q: 3 clusters Score -856222.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -856225.812500 Penalty: 4431.686035
	Iteration 54Q: 3 clusters Score -856225.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -856226.500000 Penalty: 4431.686035
	Iteration 55Q: 3 clusters Score -856226.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -856227.687500 Penalty: 4431.686035
	Iteration 56Q: 3 clusters Score -856227.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -856232.375000 Penalty: 4431.686035
	Iteration 57Q: 3 clusters Score -856232.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -856238.250000 Penalty: 4431.686035
	Iteration 58Q: 3 clusters Score -856238.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -856241.000000 Penalty: 4431.686035
	Iteration 59Q: 3 clusters Score -856241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -856248.875000 Penalty: 4431.686035
	Iteration 60F: 3 clusters Score -856248.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -856253.625000 Penalty: 4431.686035
	Iteration 61Q: 3 clusters Score -856253.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -856259.562500 Penalty: 4431.686035
	Iteration 62Q: 3 clusters Score -856259.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -856265.250000 Penalty: 4431.686035
	Iteration 63Q: 3 clusters Score -856265.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -856276.125000 Penalty: 4431.686035
	Iteration 64Q: 3 clusters Score -856276.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -856279.312500 Penalty: 4431.686035
	Iteration 65Q: 3 clusters Score -856279.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -856290.500000 Penalty: 4431.686035
	Iteration 66Q: 3 clusters Score -856290.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -856300.000000 Penalty: 4431.686035
	Iteration 67Q: 3 clusters Score -856300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -856308.437500 Penalty: 4431.686035
	Iteration 68Q: 3 clusters Score -856308.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -856319.000000 Penalty: 4431.686035
	Iteration 69Q: 3 clusters Score -856319 nChanged 34
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: -856328.937500 Penalty: 4431.686035
	Iteration 70Q: 3 clusters Score -856328.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -856336.687500 Penalty: 4431.686035
	Iteration 71Q: 3 clusters Score -856336.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -856342.750000 Penalty: 4431.686035
	Iteration 72Q: 3 clusters Score -856342.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -856352.187500 Penalty: 4431.686035
	Iteration 73Q: 3 clusters Score -856352.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -856363.750000 Penalty: 4431.686035
	Iteration 74Q: 3 clusters Score -856363.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -856374.812500 Penalty: 4431.686035
	Iteration 75Q: 3 clusters Score -856374.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -856382.250000 Penalty: 4431.686035
	Iteration 76Q: 3 clusters Score -856382.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -856390.062500 Penalty: 4431.686035
	Iteration 77Q: 3 clusters Score -856390.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -856393.937500 Penalty: 4431.686035
	Iteration 78Q: 3 clusters Score -856393.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -856397.687500 Penalty: 4431.686035
	Iteration 79Q: 3 clusters Score -856397.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -856398.312500 Penalty: 4431.686035
	Iteration 80F: 3 clusters Score -856398.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -856401.562500 Penalty: 4431.686035
	Iteration 81Q: 3 clusters Score -856401.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -856403.437500 Penalty: 4431.686035
	Iteration 82Q: 3 clusters Score -856403.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -856404.437500 Penalty: 4431.686035
	Iteration 83Q: 3 clusters Score -856404.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -856407.187500 Penalty: 4431.686035
	Iteration 84Q: 3 clusters Score -856407.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -856411.437500 Penalty: 4431.686035
	Iteration 85Q: 3 clusters Score -856411.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -856416.375000 Penalty: 4431.686035
	Iteration 86Q: 3 clusters Score -856416.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -856419.125000 Penalty: 4431.686035
	Iteration 87Q: 3 clusters Score -856419.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -856423.312500 Penalty: 4431.686035
	Iteration 88Q: 3 clusters Score -856423.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -856426.562500 Penalty: 4431.686035
	Iteration 89Q: 3 clusters Score -856426.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -856428.812500 Penalty: 4431.686035
	Iteration 90Q: 3 clusters Score -856428.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -856431.062500 Penalty: 4431.686035
	Iteration 91Q: 3 clusters Score -856431.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -856433.062500 Penalty: 4431.686035
	Iteration 92Q: 3 clusters Score -856433.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -856432.062500 Penalty: 4431.686035
	Iteration 93Q: 3 clusters Score -856432.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -856434.250000 Penalty: 4431.686035
	Iteration 94Q: 3 clusters Score -856434.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -856434.187500 Penalty: 4431.686035
	Iteration 95Q: 3 clusters Score -856434.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -856435.312500 Penalty: 4431.686035
	Iteration 96Q: 3 clusters Score -856435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -856437.062500 Penalty: 4431.686035
	Iteration 97Q: 3 clusters Score -856437.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -856437.000000 Penalty: 4431.686035
	Iteration 98Q: 3 clusters Score -856437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -856436.812500 Penalty: 4431.686035
	Iteration 99Q: 3 clusters Score -856436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -856436.937500 Penalty: 4431.686035
	Iteration 100F: 3 clusters Score -856436.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -856437.625000 Penalty: 4431.686035
	Iteration 101Q: 3 clusters Score -856437.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -856437.500000 Penalty: 4431.686035
	Iteration 102Q: 3 clusters Score -856437.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -856437.875000 Penalty: 4431.686035
	Iteration 103Q: 3 clusters Score -856437.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -856438.187500 Penalty: 4431.686035
	Iteration 104Q: 3 clusters Score -856438.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -856439.750000 Penalty: 4431.686035
	Iteration 105Q: 3 clusters Score -856439.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -856439.562500 Penalty: 4431.686035
	Iteration 106Q: 3 clusters Score -856439.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -856437.937500 Penalty: 4431.686035
	Iteration 107Q: 3 clusters Score -856437.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -856439.812500 Penalty: 4431.686035
	Iteration 108Q: 3 clusters Score -856439.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -856441.500000 Penalty: 4431.686035
	Iteration 109Q: 3 clusters Score -856441.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -856441.500000 Penalty: 4431.686035
	Iteration 110F: 3 clusters Score -856441.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (162045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162045 members 
Entering Unmasked Estep 
Score: -21078464.000000 Penalty: 2974.916016
	Iteration 0F: 2 clusters Score -2.107846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 81103 members 
Entering Unmasked Estep 
Score: -20971988.000000 Penalty: 5949.832031
	Iteration 0F: 3 clusters Score -2.097199e+07 nChanged 77692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79998 members 
Mstep: Class 2 contains 82047 members 
Entering Unmasked Estep 
Score: -21017618.000000 Penalty: 5949.832031
	Iteration 1F: 3 clusters Score -2.101762e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79524 members 
Mstep: Class 2 contains 82521 members 
Entering Unmasked Estep 
Score: -21019656.000000 Penalty: 5949.832031
	Iteration 2Q: 3 clusters Score -2.101966e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78963 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -21022490.000000 Penalty: 5949.832031
	Iteration 3Q: 3 clusters Score -2.102249e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78312 members 
Mstep: Class 2 contains 83733 members 
Entering Unmasked Estep 
Score: -21026686.000000 Penalty: 5949.832031
	Iteration 4Q: 3 clusters Score -2.102669e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78001 members 
Mstep: Class 2 contains 84044 members 
Entering Unmasked Estep 
Score: -21032556.000000 Penalty: 5949.832031
	Iteration 5F: 3 clusters Score -2.103256e+07 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78031 members 
Mstep: Class 2 contains 84014 members 
Entering Unmasked Estep 
Score: -21039712.000000 Penalty: 5949.832031
	Iteration 6F: 3 clusters Score -2.103971e+07 nChanged 10801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -21047112.000000 Penalty: 5949.832031
	Iteration 7F: 3 clusters Score -2.104711e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78966 members 
Mstep: Class 2 contains 83079 members 
Entering Unmasked Estep 
Score: -21053220.000000 Penalty: 5949.832031
	Iteration 8F: 3 clusters Score -2.105322e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79216 members 
Mstep: Class 2 contains 82829 members 
Entering Unmasked Estep 
Score: -21056958.000000 Penalty: 5949.832031
	Iteration 9Q: 3 clusters Score -2.105696e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79261 members 
Mstep: Class 2 contains 82784 members 
Entering Unmasked Estep 
Score: -21058568.000000 Penalty: 5949.832031
	Iteration 10Q: 3 clusters Score -2.105857e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -21059246.000000 Penalty: 5949.832031
	Iteration 11Q: 3 clusters Score -2.105925e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 82962 members 
Entering Unmasked Estep 
Score: -21059526.000000 Penalty: 5949.832031
	Iteration 12Q: 3 clusters Score -2.105953e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78957 members 
Mstep: Class 2 contains 83088 members 
Entering Unmasked Estep 
Score: -21059682.000000 Penalty: 5949.832031
	Iteration 13Q: 3 clusters Score -2.105968e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78778 members 
Mstep: Class 2 contains 83267 members 
Entering Unmasked Estep 
Score: -21059918.000000 Penalty: 5949.832031
	Iteration 14Q: 3 clusters Score -2.105992e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78452 members 
Mstep: Class 2 contains 83593 members 
Entering Unmasked Estep 
Score: -21059916.000000 Penalty: 5949.832031
	Iteration 15Q: 3 clusters Score -2.105992e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78107 members 
Mstep: Class 2 contains 83938 members 
Entering Unmasked Estep 
Score: -21060020.000000 Penalty: 5949.832031
	Iteration 16Q: 3 clusters Score -2.106002e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77731 members 
Mstep: Class 2 contains 84314 members 
Entering Unmasked Estep 
Score: -21060090.000000 Penalty: 5949.832031
	Iteration 17Q: 3 clusters Score -2.106009e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77309 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -21060216.000000 Penalty: 5949.832031
	Iteration 18Q: 3 clusters Score -2.106022e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76789 members 
Mstep: Class 2 contains 85256 members 
Entering Unmasked Estep 
Score: -21060448.000000 Penalty: 5949.832031
	Iteration 19Q: 3 clusters Score -2.106045e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 85782 members 
Entering Unmasked Estep 
Score: -21060634.000000 Penalty: 5949.832031
	Iteration 20F: 3 clusters Score -2.106063e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75643 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -21060808.000000 Penalty: 5949.832031
	Iteration 21Q: 3 clusters Score -2.106081e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75013 members 
Mstep: Class 2 contains 87032 members 
Entering Unmasked Estep 
Score: -21060940.000000 Penalty: 5949.832031
	Iteration 22Q: 3 clusters Score -2.106094e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74286 members 
Mstep: Class 2 contains 87759 members 
Entering Unmasked Estep 
Score: -21061144.000000 Penalty: 5949.832031
	Iteration 23Q: 3 clusters Score -2.106114e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73497 members 
Mstep: Class 2 contains 88548 members 
Entering Unmasked Estep 
Score: -21061368.000000 Penalty: 5949.832031
	Iteration 24Q: 3 clusters Score -2.106137e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 89412 members 
Entering Unmasked Estep 
Score: -21061652.000000 Penalty: 5949.832031
	Iteration 25Q: 3 clusters Score -2.106165e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71730 members 
Mstep: Class 2 contains 90315 members 
Entering Unmasked Estep 
Score: -21061872.000000 Penalty: 5949.832031
	Iteration 26Q: 3 clusters Score -2.106187e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70741 members 
Mstep: Class 2 contains 91304 members 
Entering Unmasked Estep 
Score: -21062166.000000 Penalty: 5949.832031
	Iteration 27Q: 3 clusters Score -2.106217e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69690 members 
Mstep: Class 2 contains 92355 members 
Entering Unmasked Estep 
Score: -21062514.000000 Penalty: 5949.832031
	Iteration 28Q: 3 clusters Score -2.106251e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68615 members 
Mstep: Class 2 contains 93430 members 
Entering Unmasked Estep 
Score: -21062706.000000 Penalty: 5949.832031
	Iteration 29Q: 3 clusters Score -2.106271e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67553 members 
Mstep: Class 2 contains 94492 members 
Entering Unmasked Estep 
Score: -21063010.000000 Penalty: 5949.832031
	Iteration 30Q: 3 clusters Score -2.106301e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66444 members 
Mstep: Class 2 contains 95601 members 
Entering Unmasked Estep 
Score: -21063196.000000 Penalty: 5949.832031
	Iteration 31Q: 3 clusters Score -2.10632e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 96734 members 
Entering Unmasked Estep 
Score: -21063392.000000 Penalty: 5949.832031
	Iteration 32Q: 3 clusters Score -2.106339e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64141 members 
Mstep: Class 2 contains 97904 members 
Entering Unmasked Estep 
Score: -21063702.000000 Penalty: 5949.832031
	Iteration 33Q: 3 clusters Score -2.10637e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62931 members 
Mstep: Class 2 contains 99114 members 
Entering Unmasked Estep 
Score: -21063976.000000 Penalty: 5949.832031
	Iteration 34Q: 3 clusters Score -2.106398e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 100393 members 
Entering Unmasked Estep 
Score: -21064206.000000 Penalty: 5949.832031
	Iteration 35Q: 3 clusters Score -2.106421e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60382 members 
Mstep: Class 2 contains 101663 members 
Entering Unmasked Estep 
Score: -21064476.000000 Penalty: 5949.832031
	Iteration 36Q: 3 clusters Score -2.106448e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 102827 members 
Entering Unmasked Estep 
Score: -21064640.000000 Penalty: 5949.832031
	Iteration 37Q: 3 clusters Score -2.106464e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 103947 members 
Entering Unmasked Estep 
Score: -21064884.000000 Penalty: 5949.832031
	Iteration 38Q: 3 clusters Score -2.106488e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 105115 members 
Entering Unmasked Estep 
Score: -21065080.000000 Penalty: 5949.832031
	Iteration 39Q: 3 clusters Score -2.106508e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 106239 members 
Entering Unmasked Estep 
Score: -21065232.000000 Penalty: 5949.832031
	Iteration 40F: 3 clusters Score -2.106523e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 107394 members 
Entering Unmasked Estep 
Score: -21065492.000000 Penalty: 5949.832031
	Iteration 41Q: 3 clusters Score -2.106549e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 108465 members 
Entering Unmasked Estep 
Score: -21065644.000000 Penalty: 5949.832031
	Iteration 42Q: 3 clusters Score -2.106564e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 109550 members 
Entering Unmasked Estep 
Score: -21065824.000000 Penalty: 5949.832031
	Iteration 43Q: 3 clusters Score -2.106582e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 110616 members 
Entering Unmasked Estep 
Score: -21065878.000000 Penalty: 5949.832031
	Iteration 44Q: 3 clusters Score -2.106588e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 111630 members 
Entering Unmasked Estep 
Score: -21066036.000000 Penalty: 5949.832031
	Iteration 45Q: 3 clusters Score -2.106604e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 112623 members 
Entering Unmasked Estep 
Score: -21066202.000000 Penalty: 5949.832031
	Iteration 46Q: 3 clusters Score -2.10662e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 113668 members 
Entering Unmasked Estep 
Score: -21066408.000000 Penalty: 5949.832031
	Iteration 47Q: 3 clusters Score -2.106641e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 114676 members 
Entering Unmasked Estep 
Score: -21066552.000000 Penalty: 5949.832031
	Iteration 48Q: 3 clusters Score -2.106655e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 115691 members 
Entering Unmasked Estep 
Score: -21066714.000000 Penalty: 5949.832031
	Iteration 49Q: 3 clusters Score -2.106671e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 116707 members 
Entering Unmasked Estep 
Score: -21066736.000000 Penalty: 5949.832031
	Iteration 50Q: 3 clusters Score -2.106674e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 117663 members 
Entering Unmasked Estep 
Score: -21066938.000000 Penalty: 5949.832031
	Iteration 51Q: 3 clusters Score -2.106694e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 118636 members 
Entering Unmasked Estep 
Score: -21067098.000000 Penalty: 5949.832031
	Iteration 52Q: 3 clusters Score -2.10671e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 119619 members 
Entering Unmasked Estep 
Score: -21067196.000000 Penalty: 5949.832031
	Iteration 53Q: 3 clusters Score -2.10672e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 120603 members 
Entering Unmasked Estep 
Score: -21067270.000000 Penalty: 5949.832031
	Iteration 54Q: 3 clusters Score -2.106727e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 121577 members 
Entering Unmasked Estep 
Score: -21067400.000000 Penalty: 5949.832031
	Iteration 55Q: 3 clusters Score -2.10674e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 122556 members 
Entering Unmasked Estep 
Score: -21067564.000000 Penalty: 5949.832031
	Iteration 56Q: 3 clusters Score -2.106756e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 123548 members 
Entering Unmasked Estep 
Score: -21067704.000000 Penalty: 5949.832031
	Iteration 57Q: 3 clusters Score -2.10677e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 124543 members 
Entering Unmasked Estep 
Score: -21067928.000000 Penalty: 5949.832031
	Iteration 58Q: 3 clusters Score -2.106793e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 125575 members 
Entering Unmasked Estep 
Score: -21068148.000000 Penalty: 5949.832031
	Iteration 59Q: 3 clusters Score -2.106815e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 126567 members 
Entering Unmasked Estep 
Score: -21068278.000000 Penalty: 5949.832031
	Iteration 60F: 3 clusters Score -2.106828e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 127575 members 
Entering Unmasked Estep 
Score: -21068348.000000 Penalty: 5949.832031
	Iteration 61Q: 3 clusters Score -2.106835e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 128625 members 
Entering Unmasked Estep 
Score: -21068468.000000 Penalty: 5949.832031
	Iteration 62Q: 3 clusters Score -2.106847e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 129713 members 
Entering Unmasked Estep 
Score: -21068644.000000 Penalty: 5949.832031
	Iteration 63Q: 3 clusters Score -2.106864e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 130764 members 
Entering Unmasked Estep 
Score: -21068770.000000 Penalty: 5949.832031
	Iteration 64Q: 3 clusters Score -2.106877e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 131792 members 
Entering Unmasked Estep 
Score: -21068998.000000 Penalty: 5949.832031
	Iteration 65Q: 3 clusters Score -2.1069e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 132847 members 
Entering Unmasked Estep 
Score: -21069242.000000 Penalty: 5949.832031
	Iteration 66Q: 3 clusters Score -2.106924e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 133945 members 
Entering Unmasked Estep 
Score: -21069396.000000 Penalty: 5949.832031
	Iteration 67Q: 3 clusters Score -2.10694e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 135028 members 
Entering Unmasked Estep 
Score: -21069568.000000 Penalty: 5949.832031
	Iteration 68Q: 3 clusters Score -2.106957e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 136105 members 
Entering Unmasked Estep 
Score: -21069792.000000 Penalty: 5949.832031
	Iteration 69Q: 3 clusters Score -2.106979e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 137198 members 
Entering Unmasked Estep 
Score: -21069918.000000 Penalty: 5949.832031
	Iteration 70Q: 3 clusters Score -2.106992e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 138293 members 
Entering Unmasked Estep 
Score: -21070036.000000 Penalty: 5949.832031
	Iteration 71Q: 3 clusters Score -2.107004e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 139458 members 
Entering Unmasked Estep 
Score: -21070284.000000 Penalty: 5949.832031
	Iteration 72Q: 3 clusters Score -2.107028e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 140649 members 
Entering Unmasked Estep 
Score: -21070588.000000 Penalty: 5949.832031
	Iteration 73Q: 3 clusters Score -2.107059e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 141848 members 
Entering Unmasked Estep 
Score: -21070878.000000 Penalty: 5949.832031
	Iteration 74Q: 3 clusters Score -2.107088e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 143031 members 
Entering Unmasked Estep 
Score: -21071092.000000 Penalty: 5949.832031
	Iteration 75Q: 3 clusters Score -2.107109e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 144218 members 
Entering Unmasked Estep 
Score: -21071350.000000 Penalty: 5949.832031
	Iteration 76Q: 3 clusters Score -2.107135e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 145443 members 
Entering Unmasked Estep 
Score: -21071742.000000 Penalty: 5949.832031
	Iteration 77Q: 3 clusters Score -2.107174e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 146733 members 
Entering Unmasked Estep 
Score: -21072144.000000 Penalty: 5949.832031
	Iteration 78Q: 3 clusters Score -2.107214e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 148120 members 
Entering Unmasked Estep 
Score: -21072512.000000 Penalty: 5949.832031
	Iteration 79Q: 3 clusters Score -2.107251e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 149546 members 
Entering Unmasked Estep 
Score: -21072868.000000 Penalty: 5949.832031
	Iteration 80F: 3 clusters Score -2.107287e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 150990 members 
Entering Unmasked Estep 
Score: -21073308.000000 Penalty: 5949.832031
	Iteration 81Q: 3 clusters Score -2.107331e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 152369 members 
Entering Unmasked Estep 
Score: -21073746.000000 Penalty: 5949.832031
	Iteration 82Q: 3 clusters Score -2.107375e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 153666 members 
Entering Unmasked Estep 
Score: -21074156.000000 Penalty: 5949.832031
	Iteration 83Q: 3 clusters Score -2.107416e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 154885 members 
Entering Unmasked Estep 
Score: -21074636.000000 Penalty: 5949.832031
	Iteration 84Q: 3 clusters Score -2.107464e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 156010 members 
Entering Unmasked Estep 
Score: -21075008.000000 Penalty: 5949.832031
	Iteration 85Q: 3 clusters Score -2.107501e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 156979 members 
Entering Unmasked Estep 
Score: -21075380.000000 Penalty: 5949.832031
	Iteration 86Q: 3 clusters Score -2.107538e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 157772 members 
Entering Unmasked Estep 
Score: -21075642.000000 Penalty: 5949.832031
	Iteration 87Q: 3 clusters Score -2.107564e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 158396 members 
Entering Unmasked Estep 
Score: -21075926.000000 Penalty: 5949.832031
	Iteration 88Q: 3 clusters Score -2.107593e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 158919 members 
Entering Unmasked Estep 
Score: -21076340.000000 Penalty: 5949.832031
	Iteration 89Q: 3 clusters Score -2.107634e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 159242 members 
Entering Unmasked Estep 
Score: -21076722.000000 Penalty: 5949.832031
	Iteration 90Q: 3 clusters Score -2.107672e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 159424 members 
Entering Unmasked Estep 
Score: -21076972.000000 Penalty: 5949.832031
	Iteration 91Q: 3 clusters Score -2.107697e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 159512 members 
Entering Unmasked Estep 
Score: -21077080.000000 Penalty: 5949.832031
	Iteration 92Q: 3 clusters Score -2.107708e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 159564 members 
Entering Unmasked Estep 
Score: -21077224.000000 Penalty: 5949.832031
	Iteration 93Q: 3 clusters Score -2.107722e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 159578 members 
Entering Unmasked Estep 
Score: -21077306.000000 Penalty: 5949.832031
	Iteration 94Q: 3 clusters Score -2.107731e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 159590 members 
Entering Unmasked Estep 
Score: -21077302.000000 Penalty: 5949.832031
	Iteration 95Q: 3 clusters Score -2.10773e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 159607 members 
Entering Unmasked Estep 
Score: -21077346.000000 Penalty: 5949.832031
	Iteration 96Q: 3 clusters Score -2.107735e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 159613 members 
Entering Unmasked Estep 
Score: -21077370.000000 Penalty: 5949.832031
	Iteration 97Q: 3 clusters Score -2.107737e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 159614 members 
Entering Unmasked Estep 
Score: -21077360.000000 Penalty: 5949.832031
	Iteration 98Q: 3 clusters Score -2.107736e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 159618 members 
Entering Unmasked Estep 
Score: -21077376.000000 Penalty: 5949.832031
	Iteration 99Q: 3 clusters Score -2.107738e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 159614 members 
Entering Unmasked Estep 
Score: -21077356.000000 Penalty: 5949.832031
	Iteration 100F: 3 clusters Score -2.107736e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 159610 members 
Entering Unmasked Estep 
Score: -21077388.000000 Penalty: 5949.832031
	Iteration 101Q: 3 clusters Score -2.107739e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 159612 members 
Entering Unmasked Estep 
Score: -21077388.000000 Penalty: 5949.832031
	Iteration 102Q: 3 clusters Score -2.107739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 159619 members 
Entering Unmasked Estep 
Score: -21077382.000000 Penalty: 5949.832031
	Iteration 103Q: 3 clusters Score -2.107738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 159620 members 
Entering Unmasked Estep 
Score: -21077372.000000 Penalty: 5949.832031
	Iteration 104Q: 3 clusters Score -2.107737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 159622 members 
Entering Unmasked Estep 
Score: -21077384.000000 Penalty: 5949.832031
	Iteration 105Q: 3 clusters Score -2.107738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 159620 members 
Entering Unmasked Estep 
Score: -21077382.000000 Penalty: 5949.832031
	Iteration 106Q: 3 clusters Score -2.107738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 159619 members 
Entering Unmasked Estep 
Score: -21077396.000000 Penalty: 5949.832031
	Iteration 107Q: 3 clusters Score -2.10774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 159621 members 
Entering Unmasked Estep 
Score: -21077412.000000 Penalty: 5949.832031
	Iteration 108Q: 3 clusters Score -2.107741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 159617 members 
Entering Unmasked Estep 
Score: -21077424.000000 Penalty: 5949.832031
	Iteration 109Q: 3 clusters Score -2.107742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 159616 members 
Entering Unmasked Estep 
Score: -21077412.000000 Penalty: 5949.832031
	Iteration 110Q: 3 clusters Score -2.107741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 159613 members 
Entering Unmasked Estep 
Score: -21077424.000000 Penalty: 5949.832031
	Iteration 111Q: 3 clusters Score -2.107742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 159611 members 
Entering Unmasked Estep 
Score: -21077410.000000 Penalty: 5949.832031
	Iteration 112Q: 3 clusters Score -2.107741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 159613 members 
Entering Unmasked Estep 
Score: -21077420.000000 Penalty: 5949.832031
	Iteration 113Q: 3 clusters Score -2.107742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 159612 members 
Entering Unmasked Estep 
Score: -21077422.000000 Penalty: 5949.832031
	Iteration 114Q: 3 clusters Score -2.107742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 159613 members 
Entering Unmasked Estep 
Score: -21077418.000000 Penalty: 5949.832031
	Iteration 115Q: 3 clusters Score -2.107742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 159615 members 
Entering Unmasked Estep 
Score: -21077426.000000 Penalty: 5949.832031
	Iteration 116Q: 3 clusters Score -2.107743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 159619 members 
Entering Unmasked Estep 
Score: -21077430.000000 Penalty: 5949.832031
	Iteration 117Q: 3 clusters Score -2.107743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 159621 members 
Entering Unmasked Estep 
Score: -21077428.000000 Penalty: 5949.832031
	Iteration 118Q: 3 clusters Score -2.107743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 159622 members 
Entering Unmasked Estep 
Score: -21077430.000000 Penalty: 5949.832031
	Iteration 119Q: 3 clusters Score -2.107743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 159621 members 
Entering Unmasked Estep 
Score: -21077430.000000 Penalty: 5949.832031
	Iteration 120F: 3 clusters Score -2.107743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 159620 members 
Entering Unmasked Estep 
Score: -21077438.000000 Penalty: 5949.832031
	Iteration 121Q: 3 clusters Score -2.107744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 159620 members 
Entering Unmasked Estep 
Score: -21077438.000000 Penalty: 5949.832031
	Iteration 122F: 3 clusters Score -2.107744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (273490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273490 members 
Entering Unmasked Estep 
Score: -35579948.000000 Penalty: 3104.717041
	Iteration 0F: 2 clusters Score -3.557995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136732 members 
Mstep: Class 2 contains 136758 members 
Entering Unmasked Estep 
Score: -35409152.000000 Penalty: 6209.434082
	Iteration 0F: 3 clusters Score -3.540915e+07 nChanged 132211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136733 members 
Mstep: Class 2 contains 136757 members 
Entering Unmasked Estep 
Score: -35486236.000000 Penalty: 6209.434082
	Iteration 1F: 3 clusters Score -3.548624e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136388 members 
Mstep: Class 2 contains 137102 members 
Entering Unmasked Estep 
Score: -35487224.000000 Penalty: 6209.434082
	Iteration 2Q: 3 clusters Score -3.548722e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135764 members 
Mstep: Class 2 contains 137726 members 
Entering Unmasked Estep 
Score: -35488296.000000 Penalty: 6209.434082
	Iteration 3Q: 3 clusters Score -3.54883e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134749 members 
Mstep: Class 2 contains 138741 members 
Entering Unmasked Estep 
Score: -35489244.000000 Penalty: 6209.434082
	Iteration 4Q: 3 clusters Score -3.548924e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132997 members 
Mstep: Class 2 contains 140493 members 
Entering Unmasked Estep 
Score: -35490576.000000 Penalty: 6209.434082
	Iteration 5Q: 3 clusters Score -3.549058e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130378 members 
Mstep: Class 2 contains 143112 members 
Entering Unmasked Estep 
Score: -35492096.000000 Penalty: 6209.434082
	Iteration 6Q: 3 clusters Score -3.54921e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126369 members 
Mstep: Class 2 contains 147121 members 
Entering Unmasked Estep 
Score: -35494260.000000 Penalty: 6209.434082
	Iteration 7Q: 3 clusters Score -3.549426e+07 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120258 members 
Mstep: Class 2 contains 153232 members 
Entering Unmasked Estep 
Score: -35498336.000000 Penalty: 6209.434082
	Iteration 8Q: 3 clusters Score -3.549834e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111472 members 
Mstep: Class 2 contains 162018 members 
Entering Unmasked Estep 
Score: -35504492.000000 Penalty: 6209.434082
	Iteration 9Q: 3 clusters Score -3.550449e+07 nChanged 15071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100139 members 
Mstep: Class 2 contains 173351 members 
Entering Unmasked Estep 
Score: -35514196.000000 Penalty: 6209.434082
	Iteration 10F: 3 clusters Score -3.55142e+07 nChanged 17052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87671 members 
Mstep: Class 2 contains 185819 members 
Entering Unmasked Estep 
Score: -35526560.000000 Penalty: 6209.434082
	Iteration 11F: 3 clusters Score -3.552656e+07 nChanged 16724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76841 members 
Mstep: Class 2 contains 196649 members 
Entering Unmasked Estep 
Score: -35537848.000000 Penalty: 6209.434082
	Iteration 12F: 3 clusters Score -3.553785e+07 nChanged 14337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69350 members 
Mstep: Class 2 contains 204140 members 
Entering Unmasked Estep 
Score: -35546412.000000 Penalty: 6209.434082
	Iteration 13F: 3 clusters Score -3.554641e+07 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64569 members 
Mstep: Class 2 contains 208921 members 
Entering Unmasked Estep 
Score: -35550736.000000 Penalty: 6209.434082
	Iteration 14Q: 3 clusters Score -3.555074e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 212373 members 
Entering Unmasked Estep 
Score: -35552252.000000 Penalty: 6209.434082
	Iteration 15Q: 3 clusters Score -3.555225e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 215366 members 
Entering Unmasked Estep 
Score: -35553384.000000 Penalty: 6209.434082
	Iteration 16Q: 3 clusters Score -3.555338e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 218135 members 
Entering Unmasked Estep 
Score: -35554084.000000 Penalty: 6209.434082
	Iteration 17Q: 3 clusters Score -3.555408e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 220770 members 
Entering Unmasked Estep 
Score: -35554512.000000 Penalty: 6209.434082
	Iteration 18Q: 3 clusters Score -3.555451e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 223254 members 
Entering Unmasked Estep 
Score: -35554976.000000 Penalty: 6209.434082
	Iteration 19Q: 3 clusters Score -3.555498e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 225612 members 
Entering Unmasked Estep 
Score: -35555648.000000 Penalty: 6209.434082
	Iteration 20F: 3 clusters Score -3.555565e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 227901 members 
Entering Unmasked Estep 
Score: -35555944.000000 Penalty: 6209.434082
	Iteration 21Q: 3 clusters Score -3.555594e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 230108 members 
Entering Unmasked Estep 
Score: -35556276.000000 Penalty: 6209.434082
	Iteration 22Q: 3 clusters Score -3.555628e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 232304 members 
Entering Unmasked Estep 
Score: -35556924.000000 Penalty: 6209.434082
	Iteration 23Q: 3 clusters Score -3.555692e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 234537 members 
Entering Unmasked Estep 
Score: -35557508.000000 Penalty: 6209.434082
	Iteration 24Q: 3 clusters Score -3.555751e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 236778 members 
Entering Unmasked Estep 
Score: -35558068.000000 Penalty: 6209.434082
	Iteration 25Q: 3 clusters Score -3.555807e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 239009 members 
Entering Unmasked Estep 
Score: -35558784.000000 Penalty: 6209.434082
	Iteration 26Q: 3 clusters Score -3.555878e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 241201 members 
Entering Unmasked Estep 
Score: -35559552.000000 Penalty: 6209.434082
	Iteration 27Q: 3 clusters Score -3.555955e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 243351 members 
Entering Unmasked Estep 
Score: -35560436.000000 Penalty: 6209.434082
	Iteration 28Q: 3 clusters Score -3.556044e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 245497 members 
Entering Unmasked Estep 
Score: -35561392.000000 Penalty: 6209.434082
	Iteration 29Q: 3 clusters Score -3.556139e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 247530 members 
Entering Unmasked Estep 
Score: -35562300.000000 Penalty: 6209.434082
	Iteration 30Q: 3 clusters Score -3.55623e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 249510 members 
Entering Unmasked Estep 
Score: -35563388.000000 Penalty: 6209.434082
	Iteration 31Q: 3 clusters Score -3.556339e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 251459 members 
Entering Unmasked Estep 
Score: -35564460.000000 Penalty: 6209.434082
	Iteration 32Q: 3 clusters Score -3.556446e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 253346 members 
Entering Unmasked Estep 
Score: -35565368.000000 Penalty: 6209.434082
	Iteration 33Q: 3 clusters Score -3.556537e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 255163 members 
Entering Unmasked Estep 
Score: -35566308.000000 Penalty: 6209.434082
	Iteration 34Q: 3 clusters Score -3.556631e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 256888 members 
Entering Unmasked Estep 
Score: -35567180.000000 Penalty: 6209.434082
	Iteration 35Q: 3 clusters Score -3.556718e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 258600 members 
Entering Unmasked Estep 
Score: -35568044.000000 Penalty: 6209.434082
	Iteration 36Q: 3 clusters Score -3.556804e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 260221 members 
Entering Unmasked Estep 
Score: -35569000.000000 Penalty: 6209.434082
	Iteration 37Q: 3 clusters Score -3.5569e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 261731 members 
Entering Unmasked Estep 
Score: -35569836.000000 Penalty: 6209.434082
	Iteration 38Q: 3 clusters Score -3.556984e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 263118 members 
Entering Unmasked Estep 
Score: -35570792.000000 Penalty: 6209.434082
	Iteration 39Q: 3 clusters Score -3.557079e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 264411 members 
Entering Unmasked Estep 
Score: -35571580.000000 Penalty: 6209.434082
	Iteration 40F: 3 clusters Score -3.557158e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 265555 members 
Entering Unmasked Estep 
Score: -35572460.000000 Penalty: 6209.434082
	Iteration 41Q: 3 clusters Score -3.557246e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 266588 members 
Entering Unmasked Estep 
Score: -35573224.000000 Penalty: 6209.434082
	Iteration 42Q: 3 clusters Score -3.557322e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 267509 members 
Entering Unmasked Estep 
Score: -35573840.000000 Penalty: 6209.434082
	Iteration 43Q: 3 clusters Score -3.557384e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 268289 members 
Entering Unmasked Estep 
Score: -35574452.000000 Penalty: 6209.434082
	Iteration 44Q: 3 clusters Score -3.557445e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 268953 members 
Entering Unmasked Estep 
Score: -35574972.000000 Penalty: 6209.434082
	Iteration 45Q: 3 clusters Score -3.557497e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 269514 members 
Entering Unmasked Estep 
Score: -35575352.000000 Penalty: 6209.434082
	Iteration 46Q: 3 clusters Score -3.557535e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 269977 members 
Entering Unmasked Estep 
Score: -35575776.000000 Penalty: 6209.434082
	Iteration 47Q: 3 clusters Score -3.557578e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 270372 members 
Entering Unmasked Estep 
Score: -35576000.000000 Penalty: 6209.434082
	Iteration 48Q: 3 clusters Score -3.5576e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 270694 members 
Entering Unmasked Estep 
Score: -35576284.000000 Penalty: 6209.434082
	Iteration 49Q: 3 clusters Score -3.557628e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 270969 members 
Entering Unmasked Estep 
Score: -35576448.000000 Penalty: 6209.434082
	Iteration 50Q: 3 clusters Score -3.557645e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 271170 members 
Entering Unmasked Estep 
Score: -35576544.000000 Penalty: 6209.434082
	Iteration 51Q: 3 clusters Score -3.557654e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 271350 members 
Entering Unmasked Estep 
Score: -35576644.000000 Penalty: 6209.434082
	Iteration 52Q: 3 clusters Score -3.557664e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 271485 members 
Entering Unmasked Estep 
Score: -35576708.000000 Penalty: 6209.434082
	Iteration 53Q: 3 clusters Score -3.557671e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 271599 members 
Entering Unmasked Estep 
Score: -35576812.000000 Penalty: 6209.434082
	Iteration 54Q: 3 clusters Score -3.557681e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 271683 members 
Entering Unmasked Estep 
Score: -35576884.000000 Penalty: 6209.434082
	Iteration 55Q: 3 clusters Score -3.557688e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 271743 members 
Entering Unmasked Estep 
Score: -35576900.000000 Penalty: 6209.434082
	Iteration 56Q: 3 clusters Score -3.55769e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 271803 members 
Entering Unmasked Estep 
Score: -35576960.000000 Penalty: 6209.434082
	Iteration 57Q: 3 clusters Score -3.557696e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 271847 members 
Entering Unmasked Estep 
Score: -35576972.000000 Penalty: 6209.434082
	Iteration 58Q: 3 clusters Score -3.557697e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 271890 members 
Entering Unmasked Estep 
Score: -35576956.000000 Penalty: 6209.434082
	Iteration 59Q: 3 clusters Score -3.557696e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 271935 members 
Entering Unmasked Estep 
Score: -35576968.000000 Penalty: 6209.434082
	Iteration 60F: 3 clusters Score -3.557697e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 271957 members 
Entering Unmasked Estep 
Score: -35577024.000000 Penalty: 6209.434082
	Iteration 61Q: 3 clusters Score -3.557702e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 271988 members 
Entering Unmasked Estep 
Score: -35577064.000000 Penalty: 6209.434082
	Iteration 62Q: 3 clusters Score -3.557706e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 272018 members 
Entering Unmasked Estep 
Score: -35577084.000000 Penalty: 6209.434082
	Iteration 63Q: 3 clusters Score -3.557708e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 272038 members 
Entering Unmasked Estep 
Score: -35577124.000000 Penalty: 6209.434082
	Iteration 64Q: 3 clusters Score -3.557712e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 272054 members 
Entering Unmasked Estep 
Score: -35577108.000000 Penalty: 6209.434082
	Iteration 65Q: 3 clusters Score -3.557711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 272061 members 
Entering Unmasked Estep 
Score: -35577108.000000 Penalty: 6209.434082
	Iteration 66Q: 3 clusters Score -3.557711e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 272073 members 
Entering Unmasked Estep 
Score: -35577120.000000 Penalty: 6209.434082
	Iteration 67Q: 3 clusters Score -3.557712e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 272088 members 
Entering Unmasked Estep 
Score: -35577116.000000 Penalty: 6209.434082
	Iteration 68Q: 3 clusters Score -3.557712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 272096 members 
Entering Unmasked Estep 
Score: -35577120.000000 Penalty: 6209.434082
	Iteration 69Q: 3 clusters Score -3.557712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 272098 members 
Entering Unmasked Estep 
Score: -35577128.000000 Penalty: 6209.434082
	Iteration 70Q: 3 clusters Score -3.557713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 272108 members 
Entering Unmasked Estep 
Score: -35577140.000000 Penalty: 6209.434082
	Iteration 71Q: 3 clusters Score -3.557714e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 272118 members 
Entering Unmasked Estep 
Score: -35577172.000000 Penalty: 6209.434082
	Iteration 72Q: 3 clusters Score -3.557717e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 272127 members 
Entering Unmasked Estep 
Score: -35577156.000000 Penalty: 6209.434082
	Iteration 73Q: 3 clusters Score -3.557716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 272134 members 
Entering Unmasked Estep 
Score: -35577156.000000 Penalty: 6209.434082
	Iteration 74Q: 3 clusters Score -3.557716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 272139 members 
Entering Unmasked Estep 
Score: -35577140.000000 Penalty: 6209.434082
	Iteration 75Q: 3 clusters Score -3.557714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 272144 members 
Entering Unmasked Estep 
Score: -35577152.000000 Penalty: 6209.434082
	Iteration 76Q: 3 clusters Score -3.557715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 272149 members 
Entering Unmasked Estep 
Score: -35577156.000000 Penalty: 6209.434082
	Iteration 77Q: 3 clusters Score -3.557716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 272150 members 
Entering Unmasked Estep 
Score: -35577172.000000 Penalty: 6209.434082
	Iteration 78Q: 3 clusters Score -3.557717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 272151 members 
Entering Unmasked Estep 
Score: -35577160.000000 Penalty: 6209.434082
	Iteration 79Q: 3 clusters Score -3.557716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 272153 members 
Entering Unmasked Estep 
Score: -35577164.000000 Penalty: 6209.434082
	Iteration 80F: 3 clusters Score -3.557716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 272157 members 
Entering Unmasked Estep 
Score: -35577152.000000 Penalty: 6209.434082
	Iteration 81Q: 3 clusters Score -3.557715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 272162 members 
Entering Unmasked Estep 
Score: -35577132.000000 Penalty: 6209.434082
	Iteration 82Q: 3 clusters Score -3.557713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 272162 members 
Entering Unmasked Estep 
Score: -35577140.000000 Penalty: 6209.434082
	Iteration 83Q: 3 clusters Score -3.557714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 272161 members 
Entering Unmasked Estep 
Score: -35577144.000000 Penalty: 6209.434082
	Iteration 84Q: 3 clusters Score -3.557714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 272162 members 
Entering Unmasked Estep 
Score: -35577144.000000 Penalty: 6209.434082
	Iteration 85Q: 3 clusters Score -3.557714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 272163 members 
Entering Unmasked Estep 
Score: -35577144.000000 Penalty: 6209.434082
	Iteration 86Q: 3 clusters Score -3.557714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 272163 members 
Entering Unmasked Estep 
Score: -35577144.000000 Penalty: 6209.434082
	Iteration 87F: 3 clusters Score -3.557714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Entering Unmasked Estep 
Score: -1663726.625000 Penalty: 2355.819336
	Iteration 0F: 2 clusters Score -1663727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1653901.875000 Penalty: 4711.638672
	Iteration 0F: 3 clusters Score -1653902 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1657001.375000 Penalty: 4711.638672
	Iteration 1F: 3 clusters Score -1657001 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1657396.250000 Penalty: 4711.638672
	Iteration 2F: 3 clusters Score -1657396 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1657747.375000 Penalty: 4711.638672
	Iteration 3F: 3 clusters Score -1657747 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1658068.750000 Penalty: 4711.638672
	Iteration 4F: 3 clusters Score -1658069 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1658379.500000 Penalty: 4711.638672
	Iteration 5Q: 3 clusters Score -1658380 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1658700.250000 Penalty: 4711.638672
	Iteration 6Q: 3 clusters Score -1658700 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1659030.750000 Penalty: 4711.638672
	Iteration 7Q: 3 clusters Score -1659031 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1659390.750000 Penalty: 4711.638672
	Iteration 8Q: 3 clusters Score -1659391 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1659761.750000 Penalty: 4711.638672
	Iteration 9Q: 3 clusters Score -1659762 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1660118.625000 Penalty: 4711.638672
	Iteration 10Q: 3 clusters Score -1660119 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1660418.000000 Penalty: 4711.638672
	Iteration 11Q: 3 clusters Score -1660418 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1660676.875000 Penalty: 4711.638672
	Iteration 12Q: 3 clusters Score -1660677 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1660913.875000 Penalty: 4711.638672
	Iteration 13Q: 3 clusters Score -1660914 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1661092.750000 Penalty: 4711.638672
	Iteration 14Q: 3 clusters Score -1661093 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1661238.750000 Penalty: 4711.638672
	Iteration 15Q: 3 clusters Score -1661239 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1661357.125000 Penalty: 4711.638672
	Iteration 16Q: 3 clusters Score -1661357 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1661468.875000 Penalty: 4711.638672
	Iteration 17Q: 3 clusters Score -1661469 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1661553.375000 Penalty: 4711.638672
	Iteration 18Q: 3 clusters Score -1661553 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1661593.000000 Penalty: 4711.638672
	Iteration 19Q: 3 clusters Score -1661593 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1661619.125000 Penalty: 4711.638672
	Iteration 20F: 3 clusters Score -1661619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1661634.625000 Penalty: 4711.638672
	Iteration 21Q: 3 clusters Score -1661635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1661642.875000 Penalty: 4711.638672
	Iteration 22Q: 3 clusters Score -1661643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1661651.375000 Penalty: 4711.638672
	Iteration 23Q: 3 clusters Score -1661651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1661663.625000 Penalty: 4711.638672
	Iteration 24Q: 3 clusters Score -1661664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1661682.125000 Penalty: 4711.638672
	Iteration 25Q: 3 clusters Score -1661682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1661693.375000 Penalty: 4711.638672
	Iteration 26Q: 3 clusters Score -1661693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1661698.000000 Penalty: 4711.638672
	Iteration 27Q: 3 clusters Score -1661698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1661713.500000 Penalty: 4711.638672
	Iteration 28Q: 3 clusters Score -1661714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1661721.875000 Penalty: 4711.638672
	Iteration 29Q: 3 clusters Score -1661722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1661727.000000 Penalty: 4711.638672
	Iteration 30Q: 3 clusters Score -1661727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1661729.750000 Penalty: 4711.638672
	Iteration 31Q: 3 clusters Score -1661730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1661737.250000 Penalty: 4711.638672
	Iteration 32Q: 3 clusters Score -1661737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1661742.125000 Penalty: 4711.638672
	Iteration 33Q: 3 clusters Score -1661742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1661744.500000 Penalty: 4711.638672
	Iteration 34Q: 3 clusters Score -1661744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1661749.250000 Penalty: 4711.638672
	Iteration 35Q: 3 clusters Score -1661749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1661753.000000 Penalty: 4711.638672
	Iteration 36Q: 3 clusters Score -1661753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1661755.750000 Penalty: 4711.638672
	Iteration 37Q: 3 clusters Score -1661756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1661760.500000 Penalty: 4711.638672
	Iteration 38Q: 3 clusters Score -1661760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1661764.500000 Penalty: 4711.638672
	Iteration 39Q: 3 clusters Score -1661764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1661763.125000 Penalty: 4711.638672
	Iteration 40F: 3 clusters Score -1661763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1661763.750000 Penalty: 4711.638672
	Iteration 41Q: 3 clusters Score -1661764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1661763.750000 Penalty: 4711.638672
	Iteration 42F: 3 clusters Score -1661764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Entering Unmasked Estep 
Score: -110134.023438 Penalty: 1712.378174
	Iteration 0F: 2 clusters Score -110134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -108302.718750 Penalty: 3424.756348
	Iteration 0F: 3 clusters Score -108302.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -109058.062500 Penalty: 3424.756348
	Iteration 1F: 3 clusters Score -109058.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -109398.984375 Penalty: 3424.756348
	Iteration 2F: 3 clusters Score -109399 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -109781.335938 Penalty: 3424.756348
	Iteration 3F: 3 clusters Score -109781.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -110092.078125 Penalty: 3424.756348
	Iteration 4F: 3 clusters Score -110092.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -110318.023438 Penalty: 3424.756348
	Iteration 5Q: 3 clusters Score -110318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -110494.187500 Penalty: 3424.756348
	Iteration 6Q: 3 clusters Score -110494.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -110579.867188 Penalty: 3424.756348
	Iteration 7Q: 3 clusters Score -110579.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -110626.039062 Penalty: 3424.756348
	Iteration 8Q: 3 clusters Score -110626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -110665.671875 Penalty: 3424.756348
	Iteration 9Q: 3 clusters Score -110665.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110699.312500 Penalty: 3424.756348
	Iteration 10Q: 3 clusters Score -110699.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -110742.257812 Penalty: 3424.756348
	Iteration 11Q: 3 clusters Score -110742.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110754.570312 Penalty: 3424.756348
	Iteration 12Q: 3 clusters Score -110754.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -110760.656250 Penalty: 3424.756348
	Iteration 13Q: 3 clusters Score -110760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -110760.656250 Penalty: 3424.756348
	Iteration 14F: 3 clusters Score -110760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 14139 members 
Mstep: Class 3 contains 7592 members 
Mstep: Class 4 contains 162045 members 
Mstep: Class 5 contains 273490 members 
Mstep: Class 6 contains 13350 members 
Mstep: Class 7 contains 516 members 
Mstep: Class 8 contains 2376 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55080 members 
Mstep: Class 11 contains 8287 members 
Mstep: Class 12 contains 11028 members 
Mstep: Class 13 contains 5687 members 
Mstep: Class 14 contains 36067 members 
Mstep: Class 15 contains 12280 members 
Mstep: Class 16 contains 984 members 
Mstep: Class 17 contains 47483 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 11661 members 
Mstep: Class 21 contains 15196 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 12728 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 481 members 
Entering Unmasked Estep 
Score: -90823048.000000 Penalty: 86934.414062
Splitting cluster 7 changes total score from -90824000.000000 to -90823048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -299319.125000 Penalty: 1927.747070
	Iteration 0F: 2 clusters Score -299319.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -296500.375000 Penalty: 3855.494141
	Iteration 0F: 3 clusters Score -296500.4 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -297106.343750 Penalty: 3855.494141
	Iteration 1F: 3 clusters Score -297106.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -297271.093750 Penalty: 3855.494141
	Iteration 2F: 3 clusters Score -297271.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -297379.718750 Penalty: 3855.494141
	Iteration 3Q: 3 clusters Score -297379.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -297451.437500 Penalty: 3855.494141
	Iteration 4Q: 3 clusters Score -297451.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -297502.281250 Penalty: 3855.494141
	Iteration 5Q: 3 clusters Score -297502.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -297555.656250 Penalty: 3855.494141
	Iteration 6Q: 3 clusters Score -297555.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -297586.625000 Penalty: 3855.494141
	Iteration 7Q: 3 clusters Score -297586.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -297615.343750 Penalty: 3855.494141
	Iteration 8Q: 3 clusters Score -297615.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -297641.093750 Penalty: 3855.494141
	Iteration 9Q: 3 clusters Score -297641.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -297675.781250 Penalty: 3855.494141
	Iteration 10Q: 3 clusters Score -297675.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -297705.406250 Penalty: 3855.494141
	Iteration 11Q: 3 clusters Score -297705.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -297732.875000 Penalty: 3855.494141
	Iteration 12Q: 3 clusters Score -297732.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -297753.312500 Penalty: 3855.494141
	Iteration 13Q: 3 clusters Score -297753.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -297770.000000 Penalty: 3855.494141
	Iteration 14Q: 3 clusters Score -297770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -297781.562500 Penalty: 3855.494141
	Iteration 15Q: 3 clusters Score -297781.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -297794.656250 Penalty: 3855.494141
	Iteration 16Q: 3 clusters Score -297794.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -297801.843750 Penalty: 3855.494141
	Iteration 17Q: 3 clusters Score -297801.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -297813.906250 Penalty: 3855.494141
	Iteration 18Q: 3 clusters Score -297813.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -297827.062500 Penalty: 3855.494141
	Iteration 19Q: 3 clusters Score -297827.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -297839.937500 Penalty: 3855.494141
	Iteration 20F: 3 clusters Score -297839.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -297853.156250 Penalty: 3855.494141
	Iteration 21Q: 3 clusters Score -297853.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -297862.562500 Penalty: 3855.494141
	Iteration 22Q: 3 clusters Score -297862.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -297878.906250 Penalty: 3855.494141
	Iteration 23Q: 3 clusters Score -297878.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -297893.093750 Penalty: 3855.494141
	Iteration 24Q: 3 clusters Score -297893.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -297903.875000 Penalty: 3855.494141
	Iteration 25Q: 3 clusters Score -297903.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -297916.687500 Penalty: 3855.494141
	Iteration 26Q: 3 clusters Score -297916.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -297925.906250 Penalty: 3855.494141
	Iteration 27Q: 3 clusters Score -297925.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -297935.468750 Penalty: 3855.494141
	Iteration 28Q: 3 clusters Score -297935.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -297943.156250 Penalty: 3855.494141
	Iteration 29Q: 3 clusters Score -297943.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -297947.906250 Penalty: 3855.494141
	Iteration 30Q: 3 clusters Score -297947.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -297954.468750 Penalty: 3855.494141
	Iteration 31Q: 3 clusters Score -297954.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -297970.937500 Penalty: 3855.494141
	Iteration 32Q: 3 clusters Score -297970.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -297984.562500 Penalty: 3855.494141
	Iteration 33Q: 3 clusters Score -297984.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -297998.437500 Penalty: 3855.494141
	Iteration 34Q: 3 clusters Score -297998.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -298007.406250 Penalty: 3855.494141
	Iteration 35Q: 3 clusters Score -298007.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -298014.000000 Penalty: 3855.494141
	Iteration 36Q: 3 clusters Score -298014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -298017.093750 Penalty: 3855.494141
	Iteration 37Q: 3 clusters Score -298017.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -298020.000000 Penalty: 3855.494141
	Iteration 38Q: 3 clusters Score -298020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -298024.937500 Penalty: 3855.494141
	Iteration 39Q: 3 clusters Score -298024.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -298029.250000 Penalty: 3855.494141
	Iteration 40F: 3 clusters Score -298029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -298034.406250 Penalty: 3855.494141
	Iteration 41Q: 3 clusters Score -298034.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -298039.406250 Penalty: 3855.494141
	Iteration 42Q: 3 clusters Score -298039.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -298045.468750 Penalty: 3855.494141
	Iteration 43Q: 3 clusters Score -298045.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -298047.937500 Penalty: 3855.494141
	Iteration 44Q: 3 clusters Score -298047.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -298050.156250 Penalty: 3855.494141
	Iteration 45Q: 3 clusters Score -298050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -298051.031250 Penalty: 3855.494141
	Iteration 46Q: 3 clusters Score -298051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -298052.437500 Penalty: 3855.494141
	Iteration 47Q: 3 clusters Score -298052.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -298053.093750 Penalty: 3855.494141
	Iteration 48Q: 3 clusters Score -298053.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -298053.093750 Penalty: 3855.494141
	Iteration 49F: 3 clusters Score -298053.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Entering Unmasked Estep 
Score: -288786.625000 Penalty: 1917.953491
	Iteration 0F: 2 clusters Score -288786.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -285918.781250 Penalty: 3835.906982
	Iteration 0F: 3 clusters Score -285918.8 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -286451.656250 Penalty: 3835.906982
	Iteration 1F: 3 clusters Score -286451.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -286582.875000 Penalty: 3835.906982
	Iteration 2F: 3 clusters Score -286582.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -286652.031250 Penalty: 3835.906982
	Iteration 3Q: 3 clusters Score -286652 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -286686.437500 Penalty: 3835.906982
	Iteration 4Q: 3 clusters Score -286686.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -286719.656250 Penalty: 3835.906982
	Iteration 5Q: 3 clusters Score -286719.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -286746.437500 Penalty: 3835.906982
	Iteration 6Q: 3 clusters Score -286746.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -286769.218750 Penalty: 3835.906982
	Iteration 7Q: 3 clusters Score -286769.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -286781.406250 Penalty: 3835.906982
	Iteration 8Q: 3 clusters Score -286781.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -286795.687500 Penalty: 3835.906982
	Iteration 9Q: 3 clusters Score -286795.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -286806.593750 Penalty: 3835.906982
	Iteration 10Q: 3 clusters Score -286806.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -286816.000000 Penalty: 3835.906982
	Iteration 11Q: 3 clusters Score -286816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -286822.656250 Penalty: 3835.906982
	Iteration 12Q: 3 clusters Score -286822.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -286826.750000 Penalty: 3835.906982
	Iteration 13Q: 3 clusters Score -286826.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -286830.406250 Penalty: 3835.906982
	Iteration 14Q: 3 clusters Score -286830.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -286833.750000 Penalty: 3835.906982
	Iteration 15Q: 3 clusters Score -286833.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -286835.312500 Penalty: 3835.906982
	Iteration 16Q: 3 clusters Score -286835.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -286837.687500 Penalty: 3835.906982
	Iteration 17Q: 3 clusters Score -286837.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -286838.875000 Penalty: 3835.906982
	Iteration 18Q: 3 clusters Score -286838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -286840.281250 Penalty: 3835.906982
	Iteration 19Q: 3 clusters Score -286840.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -286840.687500 Penalty: 3835.906982
	Iteration 20F: 3 clusters Score -286840.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -286841.500000 Penalty: 3835.906982
	Iteration 21Q: 3 clusters Score -286841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -286841.218750 Penalty: 3835.906982
	Iteration 22Q: 3 clusters Score -286841.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -286841.218750 Penalty: 3835.906982
	Iteration 23F: 3 clusters Score -286841.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Entering Unmasked Estep 
Score: -7035817.000000 Penalty: 2707.302490
	Iteration 0F: 2 clusters Score -7035817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -6998694.500000 Penalty: 5414.604980
	Iteration 0F: 3 clusters Score -6998694 nChanged 25708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -7012839.000000 Penalty: 5414.604980
	Iteration 1F: 3 clusters Score -7012839 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -7013530.000000 Penalty: 5414.604980
	Iteration 2Q: 3 clusters Score -7013530 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -7014378.000000 Penalty: 5414.604980
	Iteration 3Q: 3 clusters Score -7014378 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -7015582.500000 Penalty: 5414.604980
	Iteration 4Q: 3 clusters Score -7015582 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -7017481.000000 Penalty: 5414.604980
	Iteration 5F: 3 clusters Score -7017481 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -7020450.000000 Penalty: 5414.604980
	Iteration 6F: 3 clusters Score -7020450 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -7024730.000000 Penalty: 5414.604980
	Iteration 7F: 3 clusters Score -7024730 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -7028970.500000 Penalty: 5414.604980
	Iteration 8F: 3 clusters Score -7028970 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7031665.500000 Penalty: 5414.604980
	Iteration 9Q: 3 clusters Score -7031666 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7032807.500000 Penalty: 5414.604980
	Iteration 10Q: 3 clusters Score -7032808 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7033191.500000 Penalty: 5414.604980
	Iteration 11Q: 3 clusters Score -7033192 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7033351.000000 Penalty: 5414.604980
	Iteration 12Q: 3 clusters Score -7033351 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7033436.500000 Penalty: 5414.604980
	Iteration 13Q: 3 clusters Score -7033436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7033471.500000 Penalty: 5414.604980
	Iteration 14Q: 3 clusters Score -7033472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7033485.500000 Penalty: 5414.604980
	Iteration 15Q: 3 clusters Score -7033486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54835 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7033506.000000 Penalty: 5414.604980
	Iteration 16Q: 3 clusters Score -7033506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7033514.000000 Penalty: 5414.604980
	Iteration 17Q: 3 clusters Score -7033514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7033519.500000 Penalty: 5414.604980
	Iteration 18Q: 3 clusters Score -7033520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7033533.000000 Penalty: 5414.604980
	Iteration 19Q: 3 clusters Score -7033533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7033531.000000 Penalty: 5414.604980
	Iteration 20F: 3 clusters Score -7033531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Entering Unmasked Estep 
Score: -1080807.500000 Penalty: 2237.566162
	Iteration 0F: 2 clusters Score -1080808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1074286.250000 Penalty: 4475.132324
	Iteration 0F: 3 clusters Score -1074286 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1076053.500000 Penalty: 4475.132324
	Iteration 1F: 3 clusters Score -1076054 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1076312.625000 Penalty: 4475.132324
	Iteration 2F: 3 clusters Score -1076313 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1076488.125000 Penalty: 4475.132324
	Iteration 3Q: 3 clusters Score -1076488 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1076611.000000 Penalty: 4475.132324
	Iteration 4Q: 3 clusters Score -1076611 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1076700.375000 Penalty: 4475.132324
	Iteration 5Q: 3 clusters Score -1076700 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1076784.750000 Penalty: 4475.132324
	Iteration 6Q: 3 clusters Score -1076785 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1076860.625000 Penalty: 4475.132324
	Iteration 7Q: 3 clusters Score -1076861 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1076925.500000 Penalty: 4475.132324
	Iteration 8Q: 3 clusters Score -1076926 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1077005.500000 Penalty: 4475.132324
	Iteration 9Q: 3 clusters Score -1077006 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1077096.250000 Penalty: 4475.132324
	Iteration 10Q: 3 clusters Score -1077096 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1077201.000000 Penalty: 4475.132324
	Iteration 11Q: 3 clusters Score -1077201 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1077335.500000 Penalty: 4475.132324
	Iteration 12Q: 3 clusters Score -1077336 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1077496.125000 Penalty: 4475.132324
	Iteration 13Q: 3 clusters Score -1077496 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1077652.250000 Penalty: 4475.132324
	Iteration 14Q: 3 clusters Score -1077652 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1077839.625000 Penalty: 4475.132324
	Iteration 15Q: 3 clusters Score -1077840 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1078005.250000 Penalty: 4475.132324
	Iteration 16Q: 3 clusters Score -1078005 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1078153.875000 Penalty: 4475.132324
	Iteration 17Q: 3 clusters Score -1078154 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1078314.125000 Penalty: 4475.132324
	Iteration 18Q: 3 clusters Score -1078314 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1078426.625000 Penalty: 4475.132324
	Iteration 19Q: 3 clusters Score -1078427 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1078525.125000 Penalty: 4475.132324
	Iteration 20F: 3 clusters Score -1078525 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1078600.750000 Penalty: 4475.132324
	Iteration 21Q: 3 clusters Score -1078601 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1078645.250000 Penalty: 4475.132324
	Iteration 22Q: 3 clusters Score -1078645 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1078689.000000 Penalty: 4475.132324
	Iteration 23Q: 3 clusters Score -1078689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1078719.250000 Penalty: 4475.132324
	Iteration 24Q: 3 clusters Score -1078719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1078736.875000 Penalty: 4475.132324
	Iteration 25Q: 3 clusters Score -1078737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1078751.250000 Penalty: 4475.132324
	Iteration 26Q: 3 clusters Score -1078751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1078765.125000 Penalty: 4475.132324
	Iteration 27Q: 3 clusters Score -1078765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1078780.125000 Penalty: 4475.132324
	Iteration 28Q: 3 clusters Score -1078780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1078792.125000 Penalty: 4475.132324
	Iteration 29Q: 3 clusters Score -1078792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1078800.250000 Penalty: 4475.132324
	Iteration 30Q: 3 clusters Score -1078800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1078807.000000 Penalty: 4475.132324
	Iteration 31Q: 3 clusters Score -1078807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1078812.250000 Penalty: 4475.132324
	Iteration 32Q: 3 clusters Score -1078812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1078816.125000 Penalty: 4475.132324
	Iteration 33Q: 3 clusters Score -1078816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1078816.250000 Penalty: 4475.132324
	Iteration 34Q: 3 clusters Score -1078816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1078818.125000 Penalty: 4475.132324
	Iteration 35Q: 3 clusters Score -1078818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1078818.125000 Penalty: 4475.132324
	Iteration 36F: 3 clusters Score -1078818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Entering Unmasked Estep 
Score: -1384633.250000 Penalty: 2308.431885
	Iteration 0F: 2 clusters Score -1384633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1376313.625000 Penalty: 4616.863770
	Iteration 0F: 3 clusters Score -1376314 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1378827.000000 Penalty: 4616.863770
	Iteration 1F: 3 clusters Score -1378827 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1379343.000000 Penalty: 4616.863770
	Iteration 2F: 3 clusters Score -1379343 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1379753.625000 Penalty: 4616.863770
	Iteration 3F: 3 clusters Score -1379754 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1380103.500000 Penalty: 4616.863770
	Iteration 4F: 3 clusters Score -1380104 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1380431.250000 Penalty: 4616.863770
	Iteration 5F: 3 clusters Score -1380431 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1380749.500000 Penalty: 4616.863770
	Iteration 6F: 3 clusters Score -1380750 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1381026.250000 Penalty: 4616.863770
	Iteration 7Q: 3 clusters Score -1381026 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1381287.000000 Penalty: 4616.863770
	Iteration 8Q: 3 clusters Score -1381287 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1381525.000000 Penalty: 4616.863770
	Iteration 9Q: 3 clusters Score -1381525 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1381771.000000 Penalty: 4616.863770
	Iteration 10Q: 3 clusters Score -1381771 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1382016.250000 Penalty: 4616.863770
	Iteration 11Q: 3 clusters Score -1382016 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1382292.875000 Penalty: 4616.863770
	Iteration 12Q: 3 clusters Score -1382293 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1382509.375000 Penalty: 4616.863770
	Iteration 13Q: 3 clusters Score -1382509 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1382681.000000 Penalty: 4616.863770
	Iteration 14Q: 3 clusters Score -1382681 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1382788.000000 Penalty: 4616.863770
	Iteration 15Q: 3 clusters Score -1382788 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1382856.375000 Penalty: 4616.863770
	Iteration 16Q: 3 clusters Score -1382856 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1382905.375000 Penalty: 4616.863770
	Iteration 17Q: 3 clusters Score -1382905 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1382948.875000 Penalty: 4616.863770
	Iteration 18Q: 3 clusters Score -1382949 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1382978.375000 Penalty: 4616.863770
	Iteration 19Q: 3 clusters Score -1382978 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1383002.375000 Penalty: 4616.863770
	Iteration 20F: 3 clusters Score -1383002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1383019.625000 Penalty: 4616.863770
	Iteration 21Q: 3 clusters Score -1383020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1383032.875000 Penalty: 4616.863770
	Iteration 22Q: 3 clusters Score -1383033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1383041.625000 Penalty: 4616.863770
	Iteration 23Q: 3 clusters Score -1383042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1383055.125000 Penalty: 4616.863770
	Iteration 24Q: 3 clusters Score -1383055 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1383066.250000 Penalty: 4616.863770
	Iteration 25Q: 3 clusters Score -1383066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1383079.375000 Penalty: 4616.863770
	Iteration 26Q: 3 clusters Score -1383079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1383083.750000 Penalty: 4616.863770
	Iteration 27Q: 3 clusters Score -1383084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1383087.625000 Penalty: 4616.863770
	Iteration 28Q: 3 clusters Score -1383088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1383085.500000 Penalty: 4616.863770
	Iteration 29Q: 3 clusters Score -1383086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1383085.500000 Penalty: 4616.863770
	Iteration 30Q: 3 clusters Score -1383086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1383085.500000 Penalty: 4616.863770
	Iteration 31F: 3 clusters Score -1383086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Entering Unmasked Estep 
Score: -744593.687500 Penalty: 2144.192627
	Iteration 0F: 2 clusters Score -744593.7 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 2795 members 
Entering Unmasked Estep 
Score: -739725.937500 Penalty: 4288.385254
	Iteration 0F: 3 clusters Score -739725.9 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -740880.437500 Penalty: 4288.385254
	Iteration 1F: 3 clusters Score -740880.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -741084.562500 Penalty: 4288.385254
	Iteration 2F: 3 clusters Score -741084.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -741189.937500 Penalty: 4288.385254
	Iteration 3Q: 3 clusters Score -741189.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -741257.937500 Penalty: 4288.385254
	Iteration 4Q: 3 clusters Score -741257.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -741328.437500 Penalty: 4288.385254
	Iteration 5Q: 3 clusters Score -741328.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -741396.500000 Penalty: 4288.385254
	Iteration 6Q: 3 clusters Score -741396.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -741462.500000 Penalty: 4288.385254
	Iteration 7Q: 3 clusters Score -741462.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -741515.562500 Penalty: 4288.385254
	Iteration 8Q: 3 clusters Score -741515.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -741577.687500 Penalty: 4288.385254
	Iteration 9Q: 3 clusters Score -741577.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -741636.562500 Penalty: 4288.385254
	Iteration 10Q: 3 clusters Score -741636.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -741693.875000 Penalty: 4288.385254
	Iteration 11Q: 3 clusters Score -741693.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -741754.000000 Penalty: 4288.385254
	Iteration 12Q: 3 clusters Score -741754 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -741812.812500 Penalty: 4288.385254
	Iteration 13Q: 3 clusters Score -741812.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -741885.500000 Penalty: 4288.385254
	Iteration 14Q: 3 clusters Score -741885.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -741944.812500 Penalty: 4288.385254
	Iteration 15Q: 3 clusters Score -741944.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -742008.562500 Penalty: 4288.385254
	Iteration 16Q: 3 clusters Score -742008.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -742082.375000 Penalty: 4288.385254
	Iteration 17Q: 3 clusters Score -742082.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -742159.625000 Penalty: 4288.385254
	Iteration 18Q: 3 clusters Score -742159.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -742250.187500 Penalty: 4288.385254
	Iteration 19Q: 3 clusters Score -742250.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -742320.875000 Penalty: 4288.385254
	Iteration 20F: 3 clusters Score -742320.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -742382.750000 Penalty: 4288.385254
	Iteration 21Q: 3 clusters Score -742382.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -742430.500000 Penalty: 4288.385254
	Iteration 22Q: 3 clusters Score -742430.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -742477.187500 Penalty: 4288.385254
	Iteration 23Q: 3 clusters Score -742477.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -742517.312500 Penalty: 4288.385254
	Iteration 24Q: 3 clusters Score -742517.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -742556.250000 Penalty: 4288.385254
	Iteration 25Q: 3 clusters Score -742556.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -742585.500000 Penalty: 4288.385254
	Iteration 26Q: 3 clusters Score -742585.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -742602.187500 Penalty: 4288.385254
	Iteration 27Q: 3 clusters Score -742602.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -742615.750000 Penalty: 4288.385254
	Iteration 28Q: 3 clusters Score -742615.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -742633.187500 Penalty: 4288.385254
	Iteration 29Q: 3 clusters Score -742633.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -742650.437500 Penalty: 4288.385254
	Iteration 30Q: 3 clusters Score -742650.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -742666.812500 Penalty: 4288.385254
	Iteration 31Q: 3 clusters Score -742666.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -742680.062500 Penalty: 4288.385254
	Iteration 32Q: 3 clusters Score -742680.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -742690.250000 Penalty: 4288.385254
	Iteration 33Q: 3 clusters Score -742690.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -742698.625000 Penalty: 4288.385254
	Iteration 34Q: 3 clusters Score -742698.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -742707.687500 Penalty: 4288.385254
	Iteration 35Q: 3 clusters Score -742707.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -742710.812500 Penalty: 4288.385254
	Iteration 36Q: 3 clusters Score -742710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -742714.250000 Penalty: 4288.385254
	Iteration 37Q: 3 clusters Score -742714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -742714.937500 Penalty: 4288.385254
	Iteration 38Q: 3 clusters Score -742714.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -742717.812500 Penalty: 4288.385254
	Iteration 39Q: 3 clusters Score -742717.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -742720.000000 Penalty: 4288.385254
	Iteration 40F: 3 clusters Score -742720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -742721.000000 Penalty: 4288.385254
	Iteration 41Q: 3 clusters Score -742721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -742721.062500 Penalty: 4288.385254
	Iteration 42Q: 3 clusters Score -742721.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -742721.437500 Penalty: 4288.385254
	Iteration 43Q: 3 clusters Score -742721.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -742722.937500 Penalty: 4288.385254
	Iteration 44Q: 3 clusters Score -742722.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -742723.500000 Penalty: 4288.385254
	Iteration 45Q: 3 clusters Score -742723.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -742723.500000 Penalty: 4288.385254
	Iteration 46F: 3 clusters Score -742723.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Entering Unmasked Estep 
Score: -4716763.500000 Penalty: 2602.297119
	Iteration 0F: 2 clusters Score -4716764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -4692311.500000 Penalty: 5204.594238
	Iteration 0F: 3 clusters Score -4692312 nChanged 16344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -4701311.500000 Penalty: 5204.594238
	Iteration 1F: 3 clusters Score -4701312 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -4701839.500000 Penalty: 5204.594238
	Iteration 2Q: 3 clusters Score -4701840 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -4702389.500000 Penalty: 5204.594238
	Iteration 3Q: 3 clusters Score -4702390 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -4703020.000000 Penalty: 5204.594238
	Iteration 4Q: 3 clusters Score -4703020 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -4703712.000000 Penalty: 5204.594238
	Iteration 5Q: 3 clusters Score -4703712 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -4704489.000000 Penalty: 5204.594238
	Iteration 6Q: 3 clusters Score -4704489 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -4705524.000000 Penalty: 5204.594238
	Iteration 7F: 3 clusters Score -4705524 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -4706824.000000 Penalty: 5204.594238
	Iteration 8F: 3 clusters Score -4706824 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -4708107.000000 Penalty: 5204.594238
	Iteration 9F: 3 clusters Score -4708107 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -4709441.000000 Penalty: 5204.594238
	Iteration 10Q: 3 clusters Score -4709441 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -4710689.000000 Penalty: 5204.594238
	Iteration 11Q: 3 clusters Score -4710689 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -4711827.000000 Penalty: 5204.594238
	Iteration 12Q: 3 clusters Score -4711827 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -4712591.500000 Penalty: 5204.594238
	Iteration 13Q: 3 clusters Score -4712592 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -4713003.500000 Penalty: 5204.594238
	Iteration 14Q: 3 clusters Score -4713004 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -4713238.500000 Penalty: 5204.594238
	Iteration 15Q: 3 clusters Score -4713238 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -4713401.500000 Penalty: 5204.594238
	Iteration 16Q: 3 clusters Score -4713402 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -4713519.000000 Penalty: 5204.594238
	Iteration 17Q: 3 clusters Score -4713519 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -4713619.000000 Penalty: 5204.594238
	Iteration 18Q: 3 clusters Score -4713619 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -4713679.000000 Penalty: 5204.594238
	Iteration 19Q: 3 clusters Score -4713679 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -4713732.500000 Penalty: 5204.594238
	Iteration 20F: 3 clusters Score -4713732 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -4713771.000000 Penalty: 5204.594238
	Iteration 21Q: 3 clusters Score -4713771 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -4713810.500000 Penalty: 5204.594238
	Iteration 22Q: 3 clusters Score -4713810 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -4713835.000000 Penalty: 5204.594238
	Iteration 23Q: 3 clusters Score -4713835 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4713873.500000 Penalty: 5204.594238
	Iteration 24Q: 3 clusters Score -4713874 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -4713915.500000 Penalty: 5204.594238
	Iteration 25Q: 3 clusters Score -4713916 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -4713936.500000 Penalty: 5204.594238
	Iteration 26Q: 3 clusters Score -4713936 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -4713965.500000 Penalty: 5204.594238
	Iteration 27Q: 3 clusters Score -4713966 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -4713983.000000 Penalty: 5204.594238
	Iteration 28Q: 3 clusters Score -4713983 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -4714018.500000 Penalty: 5204.594238
	Iteration 29Q: 3 clusters Score -4714018 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4714033.000000 Penalty: 5204.594238
	Iteration 30Q: 3 clusters Score -4714033 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -4714039.500000 Penalty: 5204.594238
	Iteration 31Q: 3 clusters Score -4714040 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -4714062.000000 Penalty: 5204.594238
	Iteration 32Q: 3 clusters Score -4714062 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4714067.000000 Penalty: 5204.594238
	Iteration 33Q: 3 clusters Score -4714067 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4714099.000000 Penalty: 5204.594238
	Iteration 34Q: 3 clusters Score -4714099 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -4714125.500000 Penalty: 5204.594238
	Iteration 35Q: 3 clusters Score -4714126 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4714172.500000 Penalty: 5204.594238
	Iteration 36Q: 3 clusters Score -4714172 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4714195.000000 Penalty: 5204.594238
	Iteration 37Q: 3 clusters Score -4714195 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4714202.000000 Penalty: 5204.594238
	Iteration 38Q: 3 clusters Score -4714202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4714216.000000 Penalty: 5204.594238
	Iteration 39Q: 3 clusters Score -4714216 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4714246.000000 Penalty: 5204.594238
	Iteration 40F: 3 clusters Score -4714246 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4714262.000000 Penalty: 5204.594238
	Iteration 41Q: 3 clusters Score -4714262 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4714266.500000 Penalty: 5204.594238
	Iteration 42Q: 3 clusters Score -4714266 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4714292.000000 Penalty: 5204.594238
	Iteration 43Q: 3 clusters Score -4714292 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4714314.500000 Penalty: 5204.594238
	Iteration 44Q: 3 clusters Score -4714314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4714321.500000 Penalty: 5204.594238
	Iteration 45Q: 3 clusters Score -4714322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4714325.500000 Penalty: 5204.594238
	Iteration 46Q: 3 clusters Score -4714326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4714343.000000 Penalty: 5204.594238
	Iteration 47Q: 3 clusters Score -4714343 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4714340.000000 Penalty: 5204.594238
	Iteration 48Q: 3 clusters Score -4714340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4714346.000000 Penalty: 5204.594238
	Iteration 49Q: 3 clusters Score -4714346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4714358.500000 Penalty: 5204.594238
	Iteration 50Q: 3 clusters Score -4714358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4714373.000000 Penalty: 5204.594238
	Iteration 51Q: 3 clusters Score -4714373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4714375.500000 Penalty: 5204.594238
	Iteration 52Q: 3 clusters Score -4714376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4714388.000000 Penalty: 5204.594238
	Iteration 53Q: 3 clusters Score -4714388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4714385.000000 Penalty: 5204.594238
	Iteration 54Q: 3 clusters Score -4714385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4714386.000000 Penalty: 5204.594238
	Iteration 55Q: 3 clusters Score -4714386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4714374.000000 Penalty: 5204.594238
	Iteration 56Q: 3 clusters Score -4714374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4714380.000000 Penalty: 5204.594238
	Iteration 57Q: 3 clusters Score -4714380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4714381.000000 Penalty: 5204.594238
	Iteration 58Q: 3 clusters Score -4714381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4714379.000000 Penalty: 5204.594238
	Iteration 59Q: 3 clusters Score -4714379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4714379.500000 Penalty: 5204.594238
	Iteration 60F: 3 clusters Score -4714380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4714381.000000 Penalty: 5204.594238
	Iteration 61Q: 3 clusters Score -4714381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4714375.000000 Penalty: 5204.594238
	Iteration 62Q: 3 clusters Score -4714375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4714378.000000 Penalty: 5204.594238
	Iteration 63Q: 3 clusters Score -4714378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4714385.000000 Penalty: 5204.594238
	Iteration 64Q: 3 clusters Score -4714385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4714388.000000 Penalty: 5204.594238
	Iteration 65Q: 3 clusters Score -4714388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4714394.500000 Penalty: 5204.594238
	Iteration 66Q: 3 clusters Score -4714394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4714395.500000 Penalty: 5204.594238
	Iteration 67Q: 3 clusters Score -4714396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4714399.500000 Penalty: 5204.594238
	Iteration 68Q: 3 clusters Score -4714400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4714408.500000 Penalty: 5204.594238
	Iteration 69Q: 3 clusters Score -4714408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4714401.500000 Penalty: 5204.594238
	Iteration 70Q: 3 clusters Score -4714402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4714406.500000 Penalty: 5204.594238
	Iteration 71Q: 3 clusters Score -4714406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4714409.000000 Penalty: 5204.594238
	Iteration 72Q: 3 clusters Score -4714409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4714412.000000 Penalty: 5204.594238
	Iteration 73Q: 3 clusters Score -4714412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4714410.500000 Penalty: 5204.594238
	Iteration 74Q: 3 clusters Score -4714410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4714412.500000 Penalty: 5204.594238
	Iteration 75Q: 3 clusters Score -4714412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4714416.500000 Penalty: 5204.594238
	Iteration 76Q: 3 clusters Score -4714416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4714418.000000 Penalty: 5204.594238
	Iteration 77Q: 3 clusters Score -4714418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4714412.500000 Penalty: 5204.594238
	Iteration 78Q: 3 clusters Score -4714412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4714415.000000 Penalty: 5204.594238
	Iteration 79Q: 3 clusters Score -4714415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4714411.500000 Penalty: 5204.594238
	Iteration 80F: 3 clusters Score -4714412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4714416.500000 Penalty: 5204.594238
	Iteration 81Q: 3 clusters Score -4714416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4714418.500000 Penalty: 5204.594238
	Iteration 82Q: 3 clusters Score -4714418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4714414.500000 Penalty: 5204.594238
	Iteration 83Q: 3 clusters Score -4714414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4714426.000000 Penalty: 5204.594238
	Iteration 84Q: 3 clusters Score -4714426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4714423.500000 Penalty: 5204.594238
	Iteration 85Q: 3 clusters Score -4714424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4714418.000000 Penalty: 5204.594238
	Iteration 86Q: 3 clusters Score -4714418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4714426.500000 Penalty: 5204.594238
	Iteration 87Q: 3 clusters Score -4714426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4714424.500000 Penalty: 5204.594238
	Iteration 88Q: 3 clusters Score -4714424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4714436.000000 Penalty: 5204.594238
	Iteration 89Q: 3 clusters Score -4714436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4714438.000000 Penalty: 5204.594238
	Iteration 90Q: 3 clusters Score -4714438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4714444.000000 Penalty: 5204.594238
	Iteration 91Q: 3 clusters Score -4714444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4714447.000000 Penalty: 5204.594238
	Iteration 92Q: 3 clusters Score -4714447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4714449.000000 Penalty: 5204.594238
	Iteration 93Q: 3 clusters Score -4714449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4714449.500000 Penalty: 5204.594238
	Iteration 94Q: 3 clusters Score -4714450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4714449.000000 Penalty: 5204.594238
	Iteration 95Q: 3 clusters Score -4714449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4714450.500000 Penalty: 5204.594238
	Iteration 96Q: 3 clusters Score -4714450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4714452.500000 Penalty: 5204.594238
	Iteration 97Q: 3 clusters Score -4714452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4714450.500000 Penalty: 5204.594238
	Iteration 98Q: 3 clusters Score -4714450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4714454.000000 Penalty: 5204.594238
	Iteration 99Q: 3 clusters Score -4714454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4714451.500000 Penalty: 5204.594238
	Iteration 100F: 3 clusters Score -4714452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4714452.000000 Penalty: 5204.594238
	Iteration 101Q: 3 clusters Score -4714452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4714449.500000 Penalty: 5204.594238
	Iteration 102Q: 3 clusters Score -4714450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4714454.000000 Penalty: 5204.594238
	Iteration 103Q: 3 clusters Score -4714454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4714453.500000 Penalty: 5204.594238
	Iteration 104Q: 3 clusters Score -4714454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4714456.000000 Penalty: 5204.594238
	Iteration 105Q: 3 clusters Score -4714456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4714459.000000 Penalty: 5204.594238
	Iteration 106Q: 3 clusters Score -4714459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4714460.500000 Penalty: 5204.594238
	Iteration 107Q: 3 clusters Score -4714460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4714460.500000 Penalty: 5204.594238
	Iteration 108F: 3 clusters Score -4714460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Entering Unmasked Estep 
Score: -1613537.625000 Penalty: 2335.100342
	Iteration 0F: 2 clusters Score -1613538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1604348.000000 Penalty: 4670.200684
	Iteration 0F: 3 clusters Score -1604348 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1607127.000000 Penalty: 4670.200684
	Iteration 1F: 3 clusters Score -1607127 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1607470.125000 Penalty: 4670.200684
	Iteration 2F: 3 clusters Score -1607470 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1607766.000000 Penalty: 4670.200684
	Iteration 3F: 3 clusters Score -1607766 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1608019.125000 Penalty: 4670.200684
	Iteration 4Q: 3 clusters Score -1608019 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1608282.500000 Penalty: 4670.200684
	Iteration 5Q: 3 clusters Score -1608282 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1608552.875000 Penalty: 4670.200684
	Iteration 6Q: 3 clusters Score -1608553 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1608841.125000 Penalty: 4670.200684
	Iteration 7Q: 3 clusters Score -1608841 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1609200.000000 Penalty: 4670.200684
	Iteration 8Q: 3 clusters Score -1609200 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1609614.750000 Penalty: 4670.200684
	Iteration 9Q: 3 clusters Score -1609615 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1610073.500000 Penalty: 4670.200684
	Iteration 10F: 3 clusters Score -1610074 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1610499.875000 Penalty: 4670.200684
	Iteration 11Q: 3 clusters Score -1610500 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1610886.750000 Penalty: 4670.200684
	Iteration 12Q: 3 clusters Score -1610887 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1611157.250000 Penalty: 4670.200684
	Iteration 13Q: 3 clusters Score -1611157 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1611356.125000 Penalty: 4670.200684
	Iteration 14Q: 3 clusters Score -1611356 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1611467.750000 Penalty: 4670.200684
	Iteration 15Q: 3 clusters Score -1611468 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1611532.375000 Penalty: 4670.200684
	Iteration 16Q: 3 clusters Score -1611532 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1611563.000000 Penalty: 4670.200684
	Iteration 17Q: 3 clusters Score -1611563 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1611590.250000 Penalty: 4670.200684
	Iteration 18Q: 3 clusters Score -1611590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1611602.125000 Penalty: 4670.200684
	Iteration 19Q: 3 clusters Score -1611602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1611614.500000 Penalty: 4670.200684
	Iteration 20F: 3 clusters Score -1611614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1611624.250000 Penalty: 4670.200684
	Iteration 21Q: 3 clusters Score -1611624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1611625.125000 Penalty: 4670.200684
	Iteration 22Q: 3 clusters Score -1611625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1611632.375000 Penalty: 4670.200684
	Iteration 23Q: 3 clusters Score -1611632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1611636.750000 Penalty: 4670.200684
	Iteration 24Q: 3 clusters Score -1611637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1611640.000000 Penalty: 4670.200684
	Iteration 25Q: 3 clusters Score -1611640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1611644.125000 Penalty: 4670.200684
	Iteration 26Q: 3 clusters Score -1611644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1611647.125000 Penalty: 4670.200684
	Iteration 27Q: 3 clusters Score -1611647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1611649.750000 Penalty: 4670.200684
	Iteration 28Q: 3 clusters Score -1611650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1611651.000000 Penalty: 4670.200684
	Iteration 29Q: 3 clusters Score -1611651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1611652.000000 Penalty: 4670.200684
	Iteration 30Q: 3 clusters Score -1611652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1611652.875000 Penalty: 4670.200684
	Iteration 31Q: 3 clusters Score -1611653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1611653.125000 Penalty: 4670.200684
	Iteration 32Q: 3 clusters Score -1611653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1611652.500000 Penalty: 4670.200684
	Iteration 33Q: 3 clusters Score -1611652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1611654.500000 Penalty: 4670.200684
	Iteration 34Q: 3 clusters Score -1611654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1611654.500000 Penalty: 4670.200684
	Iteration 35F: 3 clusters Score -1611654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Entering Unmasked Estep 
Score: -101302.421875 Penalty: 1709.123169
	Iteration 0F: 2 clusters Score -101302.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -99587.875000 Penalty: 3418.246338
	Iteration 0F: 3 clusters Score -99587.88 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -100548.656250 Penalty: 3418.246338
	Iteration 1F: 3 clusters Score -100548.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100933.257812 Penalty: 3418.246338
	Iteration 2F: 3 clusters Score -100933.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -101383.195312 Penalty: 3418.246338
	Iteration 3F: 3 clusters Score -101383.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -101814.804688 Penalty: 3418.246338
	Iteration 4F: 3 clusters Score -101814.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -102167.320312 Penalty: 3418.246338
	Iteration 5F: 3 clusters Score -102167.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -102442.257812 Penalty: 3418.246338
	Iteration 6Q: 3 clusters Score -102442.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -102784.210938 Penalty: 3418.246338
	Iteration 7Q: 3 clusters Score -102784.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -102989.007812 Penalty: 3418.246338
	Iteration 8Q: 3 clusters Score -102989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -103150.562500 Penalty: 3418.246338
	Iteration 9Q: 3 clusters Score -103150.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -103190.367188 Penalty: 3418.246338
	Iteration 10Q: 3 clusters Score -103190.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -103195.515625 Penalty: 3418.246338
	Iteration 11Q: 3 clusters Score -103195.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -103195.515625 Penalty: 3418.246338
	Iteration 12F: 3 clusters Score -103195.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 14139 members 
Mstep: Class 3 contains 7592 members 
Mstep: Class 4 contains 162045 members 
Mstep: Class 5 contains 273490 members 
Mstep: Class 6 contains 13350 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2376 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55080 members 
Mstep: Class 11 contains 8287 members 
Mstep: Class 12 contains 11028 members 
Mstep: Class 13 contains 5687 members 
Mstep: Class 14 contains 36067 members 
Mstep: Class 15 contains 12280 members 
Mstep: Class 16 contains 278 members 
Mstep: Class 17 contains 47483 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 11661 members 
Mstep: Class 21 contains 15196 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 12728 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 706 members 
Entering Unmasked Estep 
Score: -90824352.000000 Penalty: 86934.414062
Splitting cluster 16 changes total score from -90824000.000000 to -90824352.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (47483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Entering Unmasked Estep 
Score: -5956108.500000 Penalty: 2670.495605
	Iteration 0F: 2 clusters Score -5956108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -5924080.000000 Penalty: 5340.991211
	Iteration 0F: 3 clusters Score -5924080 nChanged 21849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -5936020.000000 Penalty: 5340.991211
	Iteration 1F: 3 clusters Score -5936020 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -5936691.000000 Penalty: 5340.991211
	Iteration 2Q: 3 clusters Score -5936691 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -5937598.500000 Penalty: 5340.991211
	Iteration 3Q: 3 clusters Score -5937598 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -5938848.000000 Penalty: 5340.991211
	Iteration 4F: 3 clusters Score -5938848 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -5940681.500000 Penalty: 5340.991211
	Iteration 5F: 3 clusters Score -5940682 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -5942829.000000 Penalty: 5340.991211
	Iteration 6F: 3 clusters Score -5942829 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -5944789.500000 Penalty: 5340.991211
	Iteration 7F: 3 clusters Score -5944790 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -5946166.500000 Penalty: 5340.991211
	Iteration 8F: 3 clusters Score -5946166 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -5947084.000000 Penalty: 5340.991211
	Iteration 9Q: 3 clusters Score -5947084 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -5947794.000000 Penalty: 5340.991211
	Iteration 10Q: 3 clusters Score -5947794 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -5948363.000000 Penalty: 5340.991211
	Iteration 11Q: 3 clusters Score -5948363 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -5949029.500000 Penalty: 5340.991211
	Iteration 12Q: 3 clusters Score -5949030 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -5949939.000000 Penalty: 5340.991211
	Iteration 13Q: 3 clusters Score -5949939 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -5950898.500000 Penalty: 5340.991211
	Iteration 14Q: 3 clusters Score -5950898 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -5951728.000000 Penalty: 5340.991211
	Iteration 15Q: 3 clusters Score -5951728 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -5952337.000000 Penalty: 5340.991211
	Iteration 16Q: 3 clusters Score -5952337 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -5952807.000000 Penalty: 5340.991211
	Iteration 17Q: 3 clusters Score -5952807 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -5953170.500000 Penalty: 5340.991211
	Iteration 18Q: 3 clusters Score -5953170 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -5953439.000000 Penalty: 5340.991211
	Iteration 19Q: 3 clusters Score -5953439 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -5953746.000000 Penalty: 5340.991211
	Iteration 20F: 3 clusters Score -5953746 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -5953955.500000 Penalty: 5340.991211
	Iteration 21Q: 3 clusters Score -5953956 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -5954165.500000 Penalty: 5340.991211
	Iteration 22Q: 3 clusters Score -5954166 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -5954339.500000 Penalty: 5340.991211
	Iteration 23Q: 3 clusters Score -5954340 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -5954456.000000 Penalty: 5340.991211
	Iteration 24Q: 3 clusters Score -5954456 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -5954579.500000 Penalty: 5340.991211
	Iteration 25Q: 3 clusters Score -5954580 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -5954702.500000 Penalty: 5340.991211
	Iteration 26Q: 3 clusters Score -5954702 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -5954797.000000 Penalty: 5340.991211
	Iteration 27Q: 3 clusters Score -5954797 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -5954889.500000 Penalty: 5340.991211
	Iteration 28Q: 3 clusters Score -5954890 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -5954967.000000 Penalty: 5340.991211
	Iteration 29Q: 3 clusters Score -5954967 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -5955029.000000 Penalty: 5340.991211
	Iteration 30Q: 3 clusters Score -5955029 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -5955069.500000 Penalty: 5340.991211
	Iteration 31Q: 3 clusters Score -5955070 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -5955107.000000 Penalty: 5340.991211
	Iteration 32Q: 3 clusters Score -5955107 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -5955141.000000 Penalty: 5340.991211
	Iteration 33Q: 3 clusters Score -5955141 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -5955159.000000 Penalty: 5340.991211
	Iteration 34Q: 3 clusters Score -5955159 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -5955170.000000 Penalty: 5340.991211
	Iteration 35Q: 3 clusters Score -5955170 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -5955177.500000 Penalty: 5340.991211
	Iteration 36Q: 3 clusters Score -5955178 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -5955177.000000 Penalty: 5340.991211
	Iteration 37Q: 3 clusters Score -5955177 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -5955203.000000 Penalty: 5340.991211
	Iteration 38Q: 3 clusters Score -5955203 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -5955200.000000 Penalty: 5340.991211
	Iteration 39Q: 3 clusters Score -5955200 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -5955200.500000 Penalty: 5340.991211
	Iteration 40F: 3 clusters Score -5955200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -5955217.500000 Penalty: 5340.991211
	Iteration 41Q: 3 clusters Score -5955218 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -5955231.500000 Penalty: 5340.991211
	Iteration 42Q: 3 clusters Score -5955232 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -5955235.500000 Penalty: 5340.991211
	Iteration 43Q: 3 clusters Score -5955236 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -5955243.500000 Penalty: 5340.991211
	Iteration 44Q: 3 clusters Score -5955244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -5955253.500000 Penalty: 5340.991211
	Iteration 45Q: 3 clusters Score -5955254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -5955252.000000 Penalty: 5340.991211
	Iteration 46Q: 3 clusters Score -5955252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -5955264.500000 Penalty: 5340.991211
	Iteration 47Q: 3 clusters Score -5955264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -5955264.000000 Penalty: 5340.991211
	Iteration 48Q: 3 clusters Score -5955264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -5955267.000000 Penalty: 5340.991211
	Iteration 49Q: 3 clusters Score -5955267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -5955263.000000 Penalty: 5340.991211
	Iteration 50Q: 3 clusters Score -5955263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -5955260.000000 Penalty: 5340.991211
	Iteration 51Q: 3 clusters Score -5955260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -5955265.500000 Penalty: 5340.991211
	Iteration 52Q: 3 clusters Score -5955266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -5955269.000000 Penalty: 5340.991211
	Iteration 53Q: 3 clusters Score -5955269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -5955267.000000 Penalty: 5340.991211
	Iteration 54Q: 3 clusters Score -5955267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -5955270.000000 Penalty: 5340.991211
	Iteration 55Q: 3 clusters Score -5955270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -5955270.500000 Penalty: 5340.991211
	Iteration 56Q: 3 clusters Score -5955270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -5955263.500000 Penalty: 5340.991211
	Iteration 57Q: 3 clusters Score -5955264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -5955262.000000 Penalty: 5340.991211
	Iteration 58Q: 3 clusters Score -5955262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -5955267.000000 Penalty: 5340.991211
	Iteration 59Q: 3 clusters Score -5955267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -5955262.500000 Penalty: 5340.991211
	Iteration 60F: 3 clusters Score -5955262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -5955267.000000 Penalty: 5340.991211
	Iteration 61Q: 3 clusters Score -5955267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -5955268.500000 Penalty: 5340.991211
	Iteration 62Q: 3 clusters Score -5955268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -5955264.000000 Penalty: 5340.991211
	Iteration 63Q: 3 clusters Score -5955264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -5955261.500000 Penalty: 5340.991211
	Iteration 64Q: 3 clusters Score -5955262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -5955266.500000 Penalty: 5340.991211
	Iteration 65Q: 3 clusters Score -5955266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -5955268.500000 Penalty: 5340.991211
	Iteration 66Q: 3 clusters Score -5955268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -5955259.500000 Penalty: 5340.991211
	Iteration 67Q: 3 clusters Score -5955260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -5955258.500000 Penalty: 5340.991211
	Iteration 68Q: 3 clusters Score -5955258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -5955264.000000 Penalty: 5340.991211
	Iteration 69Q: 3 clusters Score -5955264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -5955264.000000 Penalty: 5340.991211
	Iteration 70Q: 3 clusters Score -5955264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -5955264.000000 Penalty: 5340.991211
	Iteration 71F: 3 clusters Score -5955264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -103764.320312 Penalty: 1692.714111
	Iteration 0F: 2 clusters Score -103764.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -101893.382812 Penalty: 3385.428223
	Iteration 0F: 3 clusters Score -101893.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -102285.875000 Penalty: 3385.428223
	Iteration 1F: 3 clusters Score -102285.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -102434.203125 Penalty: 3385.428223
	Iteration 2F: 3 clusters Score -102434.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -102510.937500 Penalty: 3385.428223
	Iteration 3Q: 3 clusters Score -102510.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -102592.953125 Penalty: 3385.428223
	Iteration 4Q: 3 clusters Score -102593 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -102696.750000 Penalty: 3385.428223
	Iteration 5Q: 3 clusters Score -102696.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -102846.250000 Penalty: 3385.428223
	Iteration 6Q: 3 clusters Score -102846.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103085.593750 Penalty: 3385.428223
	Iteration 7Q: 3 clusters Score -103085.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -103268.070312 Penalty: 3385.428223
	Iteration 8Q: 3 clusters Score -103268.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103503.945312 Penalty: 3385.428223
	Iteration 9Q: 3 clusters Score -103503.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -103917.867188 Penalty: 3385.428223
	Iteration 10Q: 3 clusters Score -103917.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -103992.093750 Penalty: 3385.428223
	Iteration 11Q: 3 clusters Score -103992.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -104028.367188 Penalty: 3385.428223
	Iteration 12Q: 3 clusters Score -104028.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -104052.179688 Penalty: 3385.428223
	Iteration 13Q: 3 clusters Score -104052.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -104069.984375 Penalty: 3385.428223
	Iteration 14Q: 3 clusters Score -104070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -104105.640625 Penalty: 3385.428223
	Iteration 15Q: 3 clusters Score -104105.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -104167.789062 Penalty: 3385.428223
	Iteration 16Q: 3 clusters Score -104167.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104187.968750 Penalty: 3385.428223
	Iteration 17Q: 3 clusters Score -104188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -104191.773438 Penalty: 3385.428223
	Iteration 18Q: 3 clusters Score -104191.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104219.312500 Penalty: 3385.428223
	Iteration 19Q: 3 clusters Score -104219.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -104286.734375 Penalty: 3385.428223
	Iteration 20F: 3 clusters Score -104286.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -104392.953125 Penalty: 3385.428223
	Iteration 21Q: 3 clusters Score -104393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -104489.859375 Penalty: 3385.428223
	Iteration 22Q: 3 clusters Score -104489.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -104496.054688 Penalty: 3385.428223
	Iteration 23Q: 3 clusters Score -104496.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -104496.054688 Penalty: 3385.428223
	Iteration 24F: 3 clusters Score -104496.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 14139 members 
Mstep: Class 3 contains 7592 members 
Mstep: Class 4 contains 162045 members 
Mstep: Class 5 contains 273490 members 
Mstep: Class 6 contains 13350 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2376 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55080 members 
Mstep: Class 11 contains 8287 members 
Mstep: Class 12 contains 11028 members 
Mstep: Class 13 contains 5687 members 
Mstep: Class 14 contains 36067 members 
Mstep: Class 15 contains 12280 members 
Mstep: Class 16 contains 278 members 
Mstep: Class 17 contains 47483 members 
Mstep: Class 18 contains 407 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 11661 members 
Mstep: Class 21 contains 15196 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 12728 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 706 members 
Mstep: Class 27 contains 514 members 
Entering Unmasked Estep 
Score: -90823424.000000 Penalty: 90278.039062
Splitting cluster 18 changes total score from -90824000.000000 to -90823424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (12388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Entering Unmasked Estep 
Score: -1642352.750000 Penalty: 2337.271973
	Iteration 0F: 2 clusters Score -1642353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1633111.375000 Penalty: 4674.543945
	Iteration 0F: 3 clusters Score -1633111 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1635923.875000 Penalty: 4674.543945
	Iteration 1F: 3 clusters Score -1635924 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1636219.875000 Penalty: 4674.543945
	Iteration 2F: 3 clusters Score -1636220 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1636437.750000 Penalty: 4674.543945
	Iteration 3Q: 3 clusters Score -1636438 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1636603.125000 Penalty: 4674.543945
	Iteration 4Q: 3 clusters Score -1636603 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1636774.000000 Penalty: 4674.543945
	Iteration 5Q: 3 clusters Score -1636774 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1636941.625000 Penalty: 4674.543945
	Iteration 6Q: 3 clusters Score -1636942 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1637168.500000 Penalty: 4674.543945
	Iteration 7Q: 3 clusters Score -1637168 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1637460.625000 Penalty: 4674.543945
	Iteration 8Q: 3 clusters Score -1637461 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1637822.250000 Penalty: 4674.543945
	Iteration 9Q: 3 clusters Score -1637822 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1638259.125000 Penalty: 4674.543945
	Iteration 10F: 3 clusters Score -1638259 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1638719.875000 Penalty: 4674.543945
	Iteration 11Q: 3 clusters Score -1638720 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1639175.750000 Penalty: 4674.543945
	Iteration 12Q: 3 clusters Score -1639176 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1639522.875000 Penalty: 4674.543945
	Iteration 13Q: 3 clusters Score -1639523 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1639798.000000 Penalty: 4674.543945
	Iteration 14Q: 3 clusters Score -1639798 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1639971.125000 Penalty: 4674.543945
	Iteration 15Q: 3 clusters Score -1639971 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1640076.500000 Penalty: 4674.543945
	Iteration 16Q: 3 clusters Score -1640076 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1640149.625000 Penalty: 4674.543945
	Iteration 17Q: 3 clusters Score -1640150 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1640184.500000 Penalty: 4674.543945
	Iteration 18Q: 3 clusters Score -1640184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1640200.250000 Penalty: 4674.543945
	Iteration 19Q: 3 clusters Score -1640200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1640209.250000 Penalty: 4674.543945
	Iteration 20F: 3 clusters Score -1640209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1640221.500000 Penalty: 4674.543945
	Iteration 21Q: 3 clusters Score -1640222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1640234.500000 Penalty: 4674.543945
	Iteration 22Q: 3 clusters Score -1640234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1640248.000000 Penalty: 4674.543945
	Iteration 23Q: 3 clusters Score -1640248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1640264.250000 Penalty: 4674.543945
	Iteration 24Q: 3 clusters Score -1640264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1640266.625000 Penalty: 4674.543945
	Iteration 25Q: 3 clusters Score -1640267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1640275.875000 Penalty: 4674.543945
	Iteration 26Q: 3 clusters Score -1640276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1640280.125000 Penalty: 4674.543945
	Iteration 27Q: 3 clusters Score -1640280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1640288.875000 Penalty: 4674.543945
	Iteration 28Q: 3 clusters Score -1640289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1640290.750000 Penalty: 4674.543945
	Iteration 29Q: 3 clusters Score -1640291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1640300.000000 Penalty: 4674.543945
	Iteration 30Q: 3 clusters Score -1640300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1640307.625000 Penalty: 4674.543945
	Iteration 31Q: 3 clusters Score -1640308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1640315.250000 Penalty: 4674.543945
	Iteration 32Q: 3 clusters Score -1640315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1640322.000000 Penalty: 4674.543945
	Iteration 33Q: 3 clusters Score -1640322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1640322.625000 Penalty: 4674.543945
	Iteration 34Q: 3 clusters Score -1640323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1640326.750000 Penalty: 4674.543945
	Iteration 35Q: 3 clusters Score -1640327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1640329.750000 Penalty: 4674.543945
	Iteration 36Q: 3 clusters Score -1640330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1640334.250000 Penalty: 4674.543945
	Iteration 37Q: 3 clusters Score -1640334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1640336.375000 Penalty: 4674.543945
	Iteration 38Q: 3 clusters Score -1640336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1640335.375000 Penalty: 4674.543945
	Iteration 39Q: 3 clusters Score -1640335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1640336.125000 Penalty: 4674.543945
	Iteration 40F: 3 clusters Score -1640336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1640339.125000 Penalty: 4674.543945
	Iteration 41Q: 3 clusters Score -1640339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1640340.375000 Penalty: 4674.543945
	Iteration 42Q: 3 clusters Score -1640340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1640340.375000 Penalty: 4674.543945
	Iteration 43F: 3 clusters Score -1640340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Entering Unmasked Estep 
Score: -1394636.500000 Penalty: 2322.273193
	Iteration 0F: 2 clusters Score -1394636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1385867.250000 Penalty: 4644.546387
	Iteration 0F: 3 clusters Score -1385867 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1388525.750000 Penalty: 4644.546387
	Iteration 1F: 3 clusters Score -1388526 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1388885.750000 Penalty: 4644.546387
	Iteration 2F: 3 clusters Score -1388886 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1389183.000000 Penalty: 4644.546387
	Iteration 3F: 3 clusters Score -1389183 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1389444.375000 Penalty: 4644.546387
	Iteration 4Q: 3 clusters Score -1389444 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1389725.000000 Penalty: 4644.546387
	Iteration 5Q: 3 clusters Score -1389725 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1390026.750000 Penalty: 4644.546387
	Iteration 6Q: 3 clusters Score -1390027 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1390339.125000 Penalty: 4644.546387
	Iteration 7Q: 3 clusters Score -1390339 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1390699.000000 Penalty: 4644.546387
	Iteration 8Q: 3 clusters Score -1390699 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1391069.625000 Penalty: 4644.546387
	Iteration 9Q: 3 clusters Score -1391070 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1391416.250000 Penalty: 4644.546387
	Iteration 10Q: 3 clusters Score -1391416 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1391723.500000 Penalty: 4644.546387
	Iteration 11Q: 3 clusters Score -1391724 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1391967.000000 Penalty: 4644.546387
	Iteration 12Q: 3 clusters Score -1391967 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1392135.500000 Penalty: 4644.546387
	Iteration 13Q: 3 clusters Score -1392136 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1392276.000000 Penalty: 4644.546387
	Iteration 14Q: 3 clusters Score -1392276 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1392403.625000 Penalty: 4644.546387
	Iteration 15Q: 3 clusters Score -1392404 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1392502.250000 Penalty: 4644.546387
	Iteration 16Q: 3 clusters Score -1392502 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1392602.625000 Penalty: 4644.546387
	Iteration 17Q: 3 clusters Score -1392603 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1392671.875000 Penalty: 4644.546387
	Iteration 18Q: 3 clusters Score -1392672 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1392716.750000 Penalty: 4644.546387
	Iteration 19Q: 3 clusters Score -1392717 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1392750.375000 Penalty: 4644.546387
	Iteration 20F: 3 clusters Score -1392750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1392779.750000 Penalty: 4644.546387
	Iteration 21Q: 3 clusters Score -1392780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1392801.000000 Penalty: 4644.546387
	Iteration 22Q: 3 clusters Score -1392801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1392819.875000 Penalty: 4644.546387
	Iteration 23Q: 3 clusters Score -1392820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1392833.500000 Penalty: 4644.546387
	Iteration 24Q: 3 clusters Score -1392834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1392839.500000 Penalty: 4644.546387
	Iteration 25Q: 3 clusters Score -1392840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1392845.500000 Penalty: 4644.546387
	Iteration 26Q: 3 clusters Score -1392846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1392851.875000 Penalty: 4644.546387
	Iteration 27Q: 3 clusters Score -1392852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1392852.250000 Penalty: 4644.546387
	Iteration 28Q: 3 clusters Score -1392852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1392857.875000 Penalty: 4644.546387
	Iteration 29Q: 3 clusters Score -1392858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1392864.250000 Penalty: 4644.546387
	Iteration 30Q: 3 clusters Score -1392864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1392871.500000 Penalty: 4644.546387
	Iteration 31Q: 3 clusters Score -1392872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1392871.625000 Penalty: 4644.546387
	Iteration 32Q: 3 clusters Score -1392872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1392874.500000 Penalty: 4644.546387
	Iteration 33Q: 3 clusters Score -1392874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1392874.500000 Penalty: 4644.546387
	Iteration 34Q: 3 clusters Score -1392874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1392877.125000 Penalty: 4644.546387
	Iteration 35Q: 3 clusters Score -1392877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1392874.875000 Penalty: 4644.546387
	Iteration 36Q: 3 clusters Score -1392875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1392880.125000 Penalty: 4644.546387
	Iteration 37Q: 3 clusters Score -1392880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1392880.125000 Penalty: 4644.546387
	Iteration 38F: 3 clusters Score -1392880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Entering Unmasked Estep 
Score: -1950392.000000 Penalty: 2387.939453
	Iteration 0F: 2 clusters Score -1950392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1939555.625000 Penalty: 4775.878906
	Iteration 0F: 3 clusters Score -1939556 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1942993.750000 Penalty: 4775.878906
	Iteration 1F: 3 clusters Score -1942994 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1943457.250000 Penalty: 4775.878906
	Iteration 2F: 3 clusters Score -1943457 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1943890.375000 Penalty: 4775.878906
	Iteration 3F: 3 clusters Score -1943890 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1944364.750000 Penalty: 4775.878906
	Iteration 4F: 3 clusters Score -1944365 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1944991.125000 Penalty: 4775.878906
	Iteration 5F: 3 clusters Score -1944991 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1945707.000000 Penalty: 4775.878906
	Iteration 6F: 3 clusters Score -1945707 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1946458.000000 Penalty: 4775.878906
	Iteration 7F: 3 clusters Score -1946458 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1947152.375000 Penalty: 4775.878906
	Iteration 8F: 3 clusters Score -1947152 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1947655.500000 Penalty: 4775.878906
	Iteration 9Q: 3 clusters Score -1947656 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1948014.000000 Penalty: 4775.878906
	Iteration 10Q: 3 clusters Score -1948014 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1948243.375000 Penalty: 4775.878906
	Iteration 11Q: 3 clusters Score -1948243 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1948385.875000 Penalty: 4775.878906
	Iteration 12Q: 3 clusters Score -1948386 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1948497.750000 Penalty: 4775.878906
	Iteration 13Q: 3 clusters Score -1948498 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1948568.875000 Penalty: 4775.878906
	Iteration 14Q: 3 clusters Score -1948569 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1948632.000000 Penalty: 4775.878906
	Iteration 15Q: 3 clusters Score -1948632 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1948669.625000 Penalty: 4775.878906
	Iteration 16Q: 3 clusters Score -1948670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1948702.250000 Penalty: 4775.878906
	Iteration 17Q: 3 clusters Score -1948702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1948709.375000 Penalty: 4775.878906
	Iteration 18Q: 3 clusters Score -1948709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1948711.000000 Penalty: 4775.878906
	Iteration 19Q: 3 clusters Score -1948711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1948716.875000 Penalty: 4775.878906
	Iteration 20F: 3 clusters Score -1948717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1948718.500000 Penalty: 4775.878906
	Iteration 21Q: 3 clusters Score -1948718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1948721.500000 Penalty: 4775.878906
	Iteration 22Q: 3 clusters Score -1948722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1948721.125000 Penalty: 4775.878906
	Iteration 23Q: 3 clusters Score -1948721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1948722.125000 Penalty: 4775.878906
	Iteration 24Q: 3 clusters Score -1948722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1948722.125000 Penalty: 4775.878906
	Iteration 25F: 3 clusters Score -1948722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -43961.332031 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43961.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42543.656250 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -42543.66 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42698.871094 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -42698.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42767.187500 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -42767.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42807.550781 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -42807.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42868.429688 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -42868.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42979.062500 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -42979.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43013.171875 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -43013.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43048.691406 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -43048.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43076.339844 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -43076.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43113.609375 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -43113.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43154.851562 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -43154.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43181.898438 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -43181.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43197.480469 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -43197.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43203.750000 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -43203.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43205.070312 Penalty: 2993.598877
	Iteration 14Q: 3 clusters Score -43205.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43207.539062 Penalty: 2993.598877
	Iteration 15Q: 3 clusters Score -43207.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43207.539062 Penalty: 2993.598877
	Iteration 16F: 3 clusters Score -43207.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Entering Unmasked Estep 
Score: -670507.937500 Penalty: 2129.043457
	Iteration 0F: 2 clusters Score -670507.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -665735.062500 Penalty: 4258.086914
	Iteration 0F: 3 clusters Score -665735.1 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -666831.625000 Penalty: 4258.086914
	Iteration 1F: 3 clusters Score -666831.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -667046.187500 Penalty: 4258.086914
	Iteration 2F: 3 clusters Score -667046.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -667211.000000 Penalty: 4258.086914
	Iteration 3Q: 3 clusters Score -667211 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -667431.125000 Penalty: 4258.086914
	Iteration 4Q: 3 clusters Score -667431.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -667672.625000 Penalty: 4258.086914
	Iteration 5Q: 3 clusters Score -667672.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -667924.562500 Penalty: 4258.086914
	Iteration 6F: 3 clusters Score -667924.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -668179.687500 Penalty: 4258.086914
	Iteration 7F: 3 clusters Score -668179.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -668415.750000 Penalty: 4258.086914
	Iteration 8F: 3 clusters Score -668415.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -668615.125000 Penalty: 4258.086914
	Iteration 9Q: 3 clusters Score -668615.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -668759.125000 Penalty: 4258.086914
	Iteration 10Q: 3 clusters Score -668759.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -668875.875000 Penalty: 4258.086914
	Iteration 11Q: 3 clusters Score -668875.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -668972.062500 Penalty: 4258.086914
	Iteration 12Q: 3 clusters Score -668972.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -669050.062500 Penalty: 4258.086914
	Iteration 13Q: 3 clusters Score -669050.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -669095.187500 Penalty: 4258.086914
	Iteration 14Q: 3 clusters Score -669095.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -669127.875000 Penalty: 4258.086914
	Iteration 15Q: 3 clusters Score -669127.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -669141.437500 Penalty: 4258.086914
	Iteration 16Q: 3 clusters Score -669141.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -669154.000000 Penalty: 4258.086914
	Iteration 17Q: 3 clusters Score -669154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -669165.000000 Penalty: 4258.086914
	Iteration 18Q: 3 clusters Score -669165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -669173.500000 Penalty: 4258.086914
	Iteration 19Q: 3 clusters Score -669173.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -669184.250000 Penalty: 4258.086914
	Iteration 20F: 3 clusters Score -669184.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -669195.687500 Penalty: 4258.086914
	Iteration 21Q: 3 clusters Score -669195.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -669206.937500 Penalty: 4258.086914
	Iteration 22Q: 3 clusters Score -669206.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -669215.062500 Penalty: 4258.086914
	Iteration 23Q: 3 clusters Score -669215.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -669226.437500 Penalty: 4258.086914
	Iteration 24Q: 3 clusters Score -669226.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -669237.000000 Penalty: 4258.086914
	Iteration 25Q: 3 clusters Score -669237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -669243.875000 Penalty: 4258.086914
	Iteration 26Q: 3 clusters Score -669243.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -669243.875000 Penalty: 4258.086914
	Iteration 27Q: 3 clusters Score -669243.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -669243.875000 Penalty: 4258.086914
	Iteration 28F: 3 clusters Score -669243.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Entering Unmasked Estep 
Score: -1633627.875000 Penalty: 2343.986816
	Iteration 0F: 2 clusters Score -1633628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1624137.625000 Penalty: 4687.973633
	Iteration 0F: 3 clusters Score -1624138 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1626998.750000 Penalty: 4687.973633
	Iteration 1F: 3 clusters Score -1626999 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1627320.125000 Penalty: 4687.973633
	Iteration 2F: 3 clusters Score -1627320 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1627582.125000 Penalty: 4687.973633
	Iteration 3F: 3 clusters Score -1627582 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1627778.125000 Penalty: 4687.973633
	Iteration 4Q: 3 clusters Score -1627778 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1627937.250000 Penalty: 4687.973633
	Iteration 5Q: 3 clusters Score -1627937 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1628097.000000 Penalty: 4687.973633
	Iteration 6Q: 3 clusters Score -1628097 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1628249.625000 Penalty: 4687.973633
	Iteration 7Q: 3 clusters Score -1628250 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1628409.750000 Penalty: 4687.973633
	Iteration 8Q: 3 clusters Score -1628410 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1628575.500000 Penalty: 4687.973633
	Iteration 9Q: 3 clusters Score -1628576 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1628781.000000 Penalty: 4687.973633
	Iteration 10Q: 3 clusters Score -1628781 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1629011.875000 Penalty: 4687.973633
	Iteration 11Q: 3 clusters Score -1629012 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1629282.375000 Penalty: 4687.973633
	Iteration 12Q: 3 clusters Score -1629282 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1629612.750000 Penalty: 4687.973633
	Iteration 13Q: 3 clusters Score -1629613 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1630025.500000 Penalty: 4687.973633
	Iteration 14Q: 3 clusters Score -1630026 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1630444.500000 Penalty: 4687.973633
	Iteration 15Q: 3 clusters Score -1630444 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1630785.500000 Penalty: 4687.973633
	Iteration 16Q: 3 clusters Score -1630786 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1631054.125000 Penalty: 4687.973633
	Iteration 17Q: 3 clusters Score -1631054 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1631228.000000 Penalty: 4687.973633
	Iteration 18Q: 3 clusters Score -1631228 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1631352.125000 Penalty: 4687.973633
	Iteration 19Q: 3 clusters Score -1631352 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1631436.125000 Penalty: 4687.973633
	Iteration 20F: 3 clusters Score -1631436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1631481.000000 Penalty: 4687.973633
	Iteration 21Q: 3 clusters Score -1631481 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1631526.750000 Penalty: 4687.973633
	Iteration 22Q: 3 clusters Score -1631527 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1631547.000000 Penalty: 4687.973633
	Iteration 23Q: 3 clusters Score -1631547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1631560.375000 Penalty: 4687.973633
	Iteration 24Q: 3 clusters Score -1631560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1631571.125000 Penalty: 4687.973633
	Iteration 25Q: 3 clusters Score -1631571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1631581.500000 Penalty: 4687.973633
	Iteration 26Q: 3 clusters Score -1631582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1631590.125000 Penalty: 4687.973633
	Iteration 27Q: 3 clusters Score -1631590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1631598.375000 Penalty: 4687.973633
	Iteration 28Q: 3 clusters Score -1631598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1631597.000000 Penalty: 4687.973633
	Iteration 29Q: 3 clusters Score -1631597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1631599.000000 Penalty: 4687.973633
	Iteration 30Q: 3 clusters Score -1631599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1631598.375000 Penalty: 4687.973633
	Iteration 31Q: 3 clusters Score -1631598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1631598.375000 Penalty: 4687.973633
	Iteration 32F: 3 clusters Score -1631598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -46883.964844 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -46883.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45510.304688 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -45510.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45940.964844 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -45940.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46161.312500 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -46161.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46368.308594 Penalty: 3035.667480
	Iteration 3F: 3 clusters Score -46368.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46497.144531 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -46497.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46541.003906 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -46541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46548.066406 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -46548.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46554.660156 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -46554.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46554.660156 Penalty: 3035.667480
	Iteration 8F: 3 clusters Score -46554.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 14139 members 
Mstep: Class 3 contains 7592 members 
Mstep: Class 4 contains 162045 members 
Mstep: Class 5 contains 273490 members 
Mstep: Class 6 contains 13350 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2376 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55080 members 
Mstep: Class 11 contains 8287 members 
Mstep: Class 12 contains 11028 members 
Mstep: Class 13 contains 5687 members 
Mstep: Class 14 contains 36067 members 
Mstep: Class 15 contains 12280 members 
Mstep: Class 16 contains 278 members 
Mstep: Class 17 contains 47483 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12388 members 
Mstep: Class 20 contains 11661 members 
Mstep: Class 21 contains 15196 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 12728 members 
Mstep: Class 25 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90824624.000000 Penalty: 86934.414062
Iteration 79Q: 27 clusters Score -9.082462e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 14138 members 
Mstep: Class 3 contains 7606 members 
Mstep: Class 4 contains 162182 members 
Mstep: Class 5 contains 273364 members 
Mstep: Class 6 contains 13340 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2363 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55054 members 
Mstep: Class 11 contains 8237 members 
Mstep: Class 12 contains 11027 members 
Mstep: Class 13 contains 5684 members 
Mstep: Class 14 contains 36084 members 
Mstep: Class 15 contains 12337 members 
Mstep: Class 16 contains 328 members 
Mstep: Class 17 contains 47440 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12413 members 
Mstep: Class 20 contains 11675 members 
Mstep: Class 21 contains 15197 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5360 members 
Mstep: Class 24 contains 12717 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90825304.000000 Penalty: 86934.414062
Iteration 80F: 27 clusters Score -9.08253e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 14144 members 
Mstep: Class 3 contains 7562 members 
Mstep: Class 4 contains 162261 members 
Mstep: Class 5 contains 273284 members 
Mstep: Class 6 contains 13340 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2335 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 55021 members 
Mstep: Class 11 contains 8202 members 
Mstep: Class 12 contains 11021 members 
Mstep: Class 13 contains 5683 members 
Mstep: Class 14 contains 36077 members 
Mstep: Class 15 contains 12382 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 47394 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12442 members 
Mstep: Class 20 contains 11686 members 
Mstep: Class 21 contains 15197 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5373 members 
Mstep: Class 24 contains 12713 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90825752.000000 Penalty: 86934.414062
Iteration 81Q: 27 clusters Score -9.082575e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 14149 members 
Mstep: Class 3 contains 7543 members 
Mstep: Class 4 contains 162284 members 
Mstep: Class 5 contains 273259 members 
Mstep: Class 6 contains 13339 members 
Mstep: Class 7 contains 996 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 9 contains 2285 members 
Mstep: Class 10 contains 54986 members 
Mstep: Class 11 contains 8172 members 
Mstep: Class 12 contains 11015 members 
Mstep: Class 13 contains 5682 members 
Mstep: Class 14 contains 36077 members 
Mstep: Class 15 contains 12430 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 47329 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12468 members 
Mstep: Class 20 contains 11692 members 
Mstep: Class 21 contains 15189 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5387 members 
Mstep: Class 24 contains 12711 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90825848.000000 Penalty: 86934.414062
Iteration 82Q: 27 clusters Score -9.082585e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 14160 members 
Mstep: Class 3 contains 7551 members 
Mstep: Class 4 contains 162290 members 
Mstep: Class 5 contains 273204 members 
Mstep: Class 6 contains 13331 members 
Mstep: Class 7 contains 996 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 10 contains 54963 members 
Mstep: Class 11 contains 8141 members 
Mstep: Class 12 contains 11012 members 
Mstep: Class 13 contains 5678 members 
Mstep: Class 14 contains 36086 members 
Mstep: Class 15 contains 12482 members 
Mstep: Class 16 contains 445 members 
Mstep: Class 17 contains 47278 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12489 members 
Mstep: Class 20 contains 11705 members 
Mstep: Class 21 contains 15186 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5407 members 
Mstep: Class 24 contains 12712 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826024.000000 Penalty: 86934.414062
Iteration 83Q: 27 clusters Score -9.082602e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 14167 members 
Mstep: Class 3 contains 7550 members 
Mstep: Class 4 contains 162287 members 
Mstep: Class 5 contains 273196 members 
Mstep: Class 6 contains 13327 members 
Mstep: Class 7 contains 996 members 
Mstep: Class 8 contains 2301 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54956 members 
Mstep: Class 11 contains 8110 members 
Mstep: Class 12 contains 11005 members 
Mstep: Class 13 contains 5678 members 
Mstep: Class 14 contains 36087 members 
Mstep: Class 15 contains 12502 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 47233 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12507 members 
Mstep: Class 20 contains 11714 members 
Mstep: Class 21 contains 15176 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5421 members 
Mstep: Class 24 contains 12712 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826112.000000 Penalty: 86934.414062
Iteration 84Q: 27 clusters Score -9.082611e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 14180 members 
Mstep: Class 3 contains 7546 members 
Mstep: Class 4 contains 162268 members 
Mstep: Class 5 contains 273198 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 996 members 
Mstep: Class 8 contains 2301 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54940 members 
Mstep: Class 11 contains 8080 members 
Mstep: Class 12 contains 11005 members 
Mstep: Class 13 contains 5677 members 
Mstep: Class 14 contains 36081 members 
Mstep: Class 15 contains 12522 members 
Mstep: Class 16 contains 450 members 
Mstep: Class 17 contains 47195 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12533 members 
Mstep: Class 20 contains 11717 members 
Mstep: Class 21 contains 15170 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5438 members 
Mstep: Class 24 contains 12709 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826304.000000 Penalty: 86934.414062
Iteration 85Q: 27 clusters Score -9.08263e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 14187 members 
Mstep: Class 3 contains 7544 members 
Mstep: Class 4 contains 162227 members 
Mstep: Class 5 contains 273221 members 
Mstep: Class 6 contains 13322 members 
Mstep: Class 7 contains 996 members 
Mstep: Class 8 contains 2301 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54925 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 11003 members 
Mstep: Class 13 contains 5675 members 
Mstep: Class 14 contains 36078 members 
Mstep: Class 15 contains 12534 members 
Mstep: Class 16 contains 449 members 
Mstep: Class 17 contains 47160 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12555 members 
Mstep: Class 20 contains 11729 members 
Mstep: Class 21 contains 15168 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5450 members 
Mstep: Class 24 contains 12706 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826552.000000 Penalty: 86934.414062
Iteration 86Q: 27 clusters Score -9.082655e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 14193 members 
Mstep: Class 3 contains 7541 members 
Mstep: Class 4 contains 162195 members 
Mstep: Class 5 contains 273256 members 
Mstep: Class 6 contains 13322 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2301 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54911 members 
Mstep: Class 11 contains 8042 members 
Mstep: Class 12 contains 11002 members 
Mstep: Class 13 contains 5674 members 
Mstep: Class 14 contains 36074 members 
Mstep: Class 15 contains 12546 members 
Mstep: Class 16 contains 451 members 
Mstep: Class 17 contains 47126 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12569 members 
Mstep: Class 20 contains 11734 members 
Mstep: Class 21 contains 15167 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5459 members 
Mstep: Class 24 contains 12705 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826408.000000 Penalty: 86934.414062
Iteration 87Q: 27 clusters Score -9.082641e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 14198 members 
Mstep: Class 3 contains 7537 members 
Mstep: Class 4 contains 162156 members 
Mstep: Class 5 contains 273313 members 
Mstep: Class 6 contains 13320 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2300 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54897 members 
Mstep: Class 11 contains 8006 members 
Mstep: Class 12 contains 11002 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 36074 members 
Mstep: Class 15 contains 12550 members 
Mstep: Class 16 contains 455 members 
Mstep: Class 17 contains 47090 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12580 members 
Mstep: Class 20 contains 11738 members 
Mstep: Class 21 contains 15166 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5471 members 
Mstep: Class 24 contains 12705 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826328.000000 Penalty: 86934.414062
Iteration 88Q: 27 clusters Score -9.082633e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 14203 members 
Mstep: Class 3 contains 7534 members 
Mstep: Class 4 contains 162101 members 
Mstep: Class 5 contains 273370 members 
Mstep: Class 6 contains 13319 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2299 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54888 members 
Mstep: Class 11 contains 7983 members 
Mstep: Class 12 contains 11002 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 36074 members 
Mstep: Class 15 contains 12553 members 
Mstep: Class 16 contains 457 members 
Mstep: Class 17 contains 47063 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12590 members 
Mstep: Class 20 contains 11749 members 
Mstep: Class 21 contains 15162 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5479 members 
Mstep: Class 24 contains 12704 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826464.000000 Penalty: 86934.414062
Iteration 89Q: 27 clusters Score -9.082646e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 14202 members 
Mstep: Class 3 contains 7530 members 
Mstep: Class 4 contains 162046 members 
Mstep: Class 5 contains 273416 members 
Mstep: Class 6 contains 13315 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2299 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54889 members 
Mstep: Class 11 contains 7949 members 
Mstep: Class 12 contains 11001 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 36078 members 
Mstep: Class 15 contains 12562 members 
Mstep: Class 16 contains 458 members 
Mstep: Class 17 contains 47040 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12606 members 
Mstep: Class 20 contains 11753 members 
Mstep: Class 21 contains 15157 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5485 members 
Mstep: Class 24 contains 12702 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826424.000000 Penalty: 86934.414062
Iteration 90Q: 27 clusters Score -9.082642e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 14208 members 
Mstep: Class 3 contains 7522 members 
Mstep: Class 4 contains 161998 members 
Mstep: Class 5 contains 273448 members 
Mstep: Class 6 contains 13311 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2299 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54880 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 11003 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 36079 members 
Mstep: Class 15 contains 12574 members 
Mstep: Class 16 contains 458 members 
Mstep: Class 17 contains 47003 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12629 members 
Mstep: Class 20 contains 11766 members 
Mstep: Class 21 contains 15150 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5492 members 
Mstep: Class 24 contains 12699 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826592.000000 Penalty: 86934.414062
Iteration 91Q: 27 clusters Score -9.082659e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 14211 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 161935 members 
Mstep: Class 5 contains 273506 members 
Mstep: Class 6 contains 13302 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2300 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54865 members 
Mstep: Class 11 contains 7897 members 
Mstep: Class 12 contains 11003 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 36081 members 
Mstep: Class 15 contains 12583 members 
Mstep: Class 16 contains 458 members 
Mstep: Class 17 contains 46973 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12656 members 
Mstep: Class 20 contains 11769 members 
Mstep: Class 21 contains 15145 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5498 members 
Mstep: Class 24 contains 12698 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826680.000000 Penalty: 86934.414062
Iteration 92Q: 27 clusters Score -9.082668e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 14210 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 161886 members 
Mstep: Class 5 contains 273525 members 
Mstep: Class 6 contains 13295 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2301 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54868 members 
Mstep: Class 11 contains 7874 members 
Mstep: Class 12 contains 11000 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 36086 members 
Mstep: Class 15 contains 12586 members 
Mstep: Class 16 contains 458 members 
Mstep: Class 17 contains 46970 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12677 members 
Mstep: Class 20 contains 11772 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5503 members 
Mstep: Class 24 contains 12699 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826760.000000 Penalty: 86934.414062
Iteration 93Q: 27 clusters Score -9.082676e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 14212 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 161842 members 
Mstep: Class 5 contains 273542 members 
Mstep: Class 6 contains 13287 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54871 members 
Mstep: Class 11 contains 7850 members 
Mstep: Class 12 contains 10998 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 36099 members 
Mstep: Class 15 contains 12594 members 
Mstep: Class 16 contains 458 members 
Mstep: Class 17 contains 46957 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12703 members 
Mstep: Class 20 contains 11773 members 
Mstep: Class 21 contains 15138 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5507 members 
Mstep: Class 24 contains 12702 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826736.000000 Penalty: 86934.414062
Iteration 94Q: 27 clusters Score -9.082674e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 14210 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 161791 members 
Mstep: Class 5 contains 273577 members 
Mstep: Class 6 contains 13282 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2301 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54869 members 
Mstep: Class 11 contains 7825 members 
Mstep: Class 12 contains 10996 members 
Mstep: Class 13 contains 5666 members 
Mstep: Class 14 contains 36110 members 
Mstep: Class 15 contains 12601 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 46935 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12727 members 
Mstep: Class 20 contains 11776 members 
Mstep: Class 21 contains 15134 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5515 members 
Mstep: Class 24 contains 12704 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826904.000000 Penalty: 86934.414062
Iteration 95Q: 27 clusters Score -9.08269e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 14212 members 
Mstep: Class 3 contains 7512 members 
Mstep: Class 4 contains 161724 members 
Mstep: Class 5 contains 273649 members 
Mstep: Class 6 contains 13283 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2301 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54857 members 
Mstep: Class 11 contains 7800 members 
Mstep: Class 12 contains 10994 members 
Mstep: Class 13 contains 5665 members 
Mstep: Class 14 contains 36114 members 
Mstep: Class 15 contains 12608 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 46914 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12741 members 
Mstep: Class 20 contains 11782 members 
Mstep: Class 21 contains 15131 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5521 members 
Mstep: Class 24 contains 12705 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826752.000000 Penalty: 86934.414062
Iteration 96Q: 27 clusters Score -9.082675e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 14214 members 
Mstep: Class 3 contains 7511 members 
Mstep: Class 4 contains 161668 members 
Mstep: Class 5 contains 273700 members 
Mstep: Class 6 contains 13283 members 
Mstep: Class 7 contains 997 members 
Mstep: Class 8 contains 2301 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54852 members 
Mstep: Class 11 contains 7776 members 
Mstep: Class 12 contains 10993 members 
Mstep: Class 13 contains 5664 members 
Mstep: Class 14 contains 36116 members 
Mstep: Class 15 contains 12616 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 46903 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12754 members 
Mstep: Class 20 contains 11788 members 
Mstep: Class 21 contains 15127 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5524 members 
Mstep: Class 24 contains 12706 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826904.000000 Penalty: 86934.414062
Iteration 97Q: 27 clusters Score -9.08269e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 14216 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 161632 members 
Mstep: Class 5 contains 273750 members 
Mstep: Class 6 contains 13283 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2301 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54838 members 
Mstep: Class 11 contains 7757 members 
Mstep: Class 12 contains 10993 members 
Mstep: Class 13 contains 5664 members 
Mstep: Class 14 contains 36109 members 
Mstep: Class 15 contains 12620 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 46892 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12769 members 
Mstep: Class 20 contains 11789 members 
Mstep: Class 21 contains 15126 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5530 members 
Mstep: Class 24 contains 12705 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826968.000000 Penalty: 86934.414062
Iteration 98Q: 27 clusters Score -9.082697e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 14217 members 
Mstep: Class 3 contains 7512 members 
Mstep: Class 4 contains 161606 members 
Mstep: Class 5 contains 273782 members 
Mstep: Class 6 contains 13283 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54830 members 
Mstep: Class 11 contains 7732 members 
Mstep: Class 12 contains 10993 members 
Mstep: Class 13 contains 5664 members 
Mstep: Class 14 contains 36107 members 
Mstep: Class 15 contains 12625 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 46878 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12783 members 
Mstep: Class 20 contains 11791 members 
Mstep: Class 21 contains 15123 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5538 members 
Mstep: Class 24 contains 12706 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827128.000000 Penalty: 86934.414062
Iteration 99Q: 27 clusters Score -9.082713e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 14219 members 
Mstep: Class 3 contains 7512 members 
Mstep: Class 4 contains 161584 members 
Mstep: Class 5 contains 273814 members 
Mstep: Class 6 contains 13280 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54816 members 
Mstep: Class 11 contains 7707 members 
Mstep: Class 12 contains 10992 members 
Mstep: Class 13 contains 5664 members 
Mstep: Class 14 contains 36112 members 
Mstep: Class 15 contains 12627 members 
Mstep: Class 16 contains 459 members 
Mstep: Class 17 contains 46876 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12798 members 
Mstep: Class 20 contains 11791 members 
Mstep: Class 21 contains 15121 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5542 members 
Mstep: Class 24 contains 12704 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827128.000000 Penalty: 86934.414062
Iteration 100F: 27 clusters Score -9.082713e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 14223 members 
Mstep: Class 3 contains 7510 members 
Mstep: Class 4 contains 161576 members 
Mstep: Class 5 contains 273828 members 
Mstep: Class 6 contains 13280 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54815 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 10992 members 
Mstep: Class 13 contains 5659 members 
Mstep: Class 14 contains 36105 members 
Mstep: Class 15 contains 12631 members 
Mstep: Class 16 contains 463 members 
Mstep: Class 17 contains 46879 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12803 members 
Mstep: Class 20 contains 11794 members 
Mstep: Class 21 contains 15117 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5544 members 
Mstep: Class 24 contains 12704 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827152.000000 Penalty: 86934.414062
Iteration 101Q: 27 clusters Score -9.082715e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 14229 members 
Mstep: Class 3 contains 7511 members 
Mstep: Class 4 contains 161575 members 
Mstep: Class 5 contains 273826 members 
Mstep: Class 6 contains 13280 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54809 members 
Mstep: Class 11 contains 7665 members 
Mstep: Class 12 contains 10990 members 
Mstep: Class 13 contains 5656 members 
Mstep: Class 14 contains 36107 members 
Mstep: Class 15 contains 12633 members 
Mstep: Class 16 contains 466 members 
Mstep: Class 17 contains 46880 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12806 members 
Mstep: Class 20 contains 11794 members 
Mstep: Class 21 contains 15113 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5545 members 
Mstep: Class 24 contains 12707 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827128.000000 Penalty: 86934.414062
Iteration 102Q: 27 clusters Score -9.082713e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 14234 members 
Mstep: Class 3 contains 7504 members 
Mstep: Class 4 contains 161582 members 
Mstep: Class 5 contains 273830 members 
Mstep: Class 6 contains 13277 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54799 members 
Mstep: Class 11 contains 7648 members 
Mstep: Class 12 contains 10990 members 
Mstep: Class 13 contains 5653 members 
Mstep: Class 14 contains 36107 members 
Mstep: Class 15 contains 12633 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 46867 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12813 members 
Mstep: Class 20 contains 11796 members 
Mstep: Class 21 contains 15107 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5548 members 
Mstep: Class 24 contains 12707 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827192.000000 Penalty: 86934.414062
Iteration 103Q: 27 clusters Score -9.082719e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 14237 members 
Mstep: Class 3 contains 7497 members 
Mstep: Class 4 contains 161610 members 
Mstep: Class 5 contains 273826 members 
Mstep: Class 6 contains 13279 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54789 members 
Mstep: Class 11 contains 7622 members 
Mstep: Class 12 contains 10991 members 
Mstep: Class 13 contains 5650 members 
Mstep: Class 14 contains 36108 members 
Mstep: Class 15 contains 12637 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 46835 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12817 members 
Mstep: Class 20 contains 11800 members 
Mstep: Class 21 contains 15099 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5553 members 
Mstep: Class 24 contains 12705 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827288.000000 Penalty: 86934.414062
Iteration 104Q: 27 clusters Score -9.082729e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 7489 members 
Mstep: Class 4 contains 161645 members 
Mstep: Class 5 contains 273797 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54784 members 
Mstep: Class 11 contains 7604 members 
Mstep: Class 12 contains 10991 members 
Mstep: Class 13 contains 5647 members 
Mstep: Class 14 contains 36108 members 
Mstep: Class 15 contains 12637 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 46823 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12818 members 
Mstep: Class 20 contains 11803 members 
Mstep: Class 21 contains 15094 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5556 members 
Mstep: Class 24 contains 12709 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827288.000000 Penalty: 86934.414062
Iteration 105Q: 27 clusters Score -9.082729e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 7490 members 
Mstep: Class 4 contains 161653 members 
Mstep: Class 5 contains 273788 members 
Mstep: Class 6 contains 13282 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54781 members 
Mstep: Class 11 contains 7587 members 
Mstep: Class 12 contains 10991 members 
Mstep: Class 13 contains 5647 members 
Mstep: Class 14 contains 36112 members 
Mstep: Class 15 contains 12640 members 
Mstep: Class 16 contains 468 members 
Mstep: Class 17 contains 46816 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12820 members 
Mstep: Class 20 contains 11803 members 
Mstep: Class 21 contains 15087 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 12709 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827184.000000 Penalty: 86934.414062
Iteration 106Q: 27 clusters Score -9.082718e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 14240 members 
Mstep: Class 3 contains 7488 members 
Mstep: Class 4 contains 161657 members 
Mstep: Class 5 contains 273790 members 
Mstep: Class 6 contains 13283 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54775 members 
Mstep: Class 11 contains 7567 members 
Mstep: Class 12 contains 10991 members 
Mstep: Class 13 contains 5646 members 
Mstep: Class 14 contains 36114 members 
Mstep: Class 15 contains 12648 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46791 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12824 members 
Mstep: Class 20 contains 11810 members 
Mstep: Class 21 contains 15087 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 12711 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827256.000000 Penalty: 86934.414062
Iteration 107Q: 27 clusters Score -9.082726e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 14240 members 
Mstep: Class 3 contains 7483 members 
Mstep: Class 4 contains 161646 members 
Mstep: Class 5 contains 273805 members 
Mstep: Class 6 contains 13278 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54776 members 
Mstep: Class 11 contains 7543 members 
Mstep: Class 12 contains 10992 members 
Mstep: Class 13 contains 5648 members 
Mstep: Class 14 contains 36117 members 
Mstep: Class 15 contains 12653 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46772 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12829 members 
Mstep: Class 20 contains 11817 members 
Mstep: Class 21 contains 15083 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 12714 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827200.000000 Penalty: 86934.414062
Iteration 108Q: 27 clusters Score -9.08272e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 14246 members 
Mstep: Class 3 contains 7481 members 
Mstep: Class 4 contains 161631 members 
Mstep: Class 5 contains 273820 members 
Mstep: Class 6 contains 13277 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54776 members 
Mstep: Class 11 contains 7522 members 
Mstep: Class 12 contains 10990 members 
Mstep: Class 13 contains 5647 members 
Mstep: Class 14 contains 36120 members 
Mstep: Class 15 contains 12656 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46754 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12838 members 
Mstep: Class 20 contains 11820 members 
Mstep: Class 21 contains 15081 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 12713 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827360.000000 Penalty: 86934.414062
Iteration 109Q: 27 clusters Score -9.082736e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 14252 members 
Mstep: Class 3 contains 7477 members 
Mstep: Class 4 contains 161644 members 
Mstep: Class 5 contains 273811 members 
Mstep: Class 6 contains 13280 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54775 members 
Mstep: Class 11 contains 7507 members 
Mstep: Class 12 contains 10990 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 36122 members 
Mstep: Class 15 contains 12664 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46736 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12839 members 
Mstep: Class 20 contains 11824 members 
Mstep: Class 21 contains 15077 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 12712 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827320.000000 Penalty: 86934.414062
Iteration 110Q: 27 clusters Score -9.082732e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 14252 members 
Mstep: Class 3 contains 7472 members 
Mstep: Class 4 contains 161654 members 
Mstep: Class 5 contains 273785 members 
Mstep: Class 6 contains 13274 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54769 members 
Mstep: Class 11 contains 7500 members 
Mstep: Class 12 contains 10990 members 
Mstep: Class 13 contains 5641 members 
Mstep: Class 14 contains 36129 members 
Mstep: Class 15 contains 12671 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46720 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12849 members 
Mstep: Class 20 contains 11827 members 
Mstep: Class 21 contains 15074 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 12713 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827296.000000 Penalty: 86934.414062
Iteration 111Q: 27 clusters Score -9.08273e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 14254 members 
Mstep: Class 3 contains 7468 members 
Mstep: Class 4 contains 161688 members 
Mstep: Class 5 contains 273741 members 
Mstep: Class 6 contains 13273 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54762 members 
Mstep: Class 11 contains 7493 members 
Mstep: Class 12 contains 10988 members 
Mstep: Class 13 contains 5638 members 
Mstep: Class 14 contains 36142 members 
Mstep: Class 15 contains 12673 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46702 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12856 members 
Mstep: Class 20 contains 11833 members 
Mstep: Class 21 contains 15069 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 12712 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827216.000000 Penalty: 86934.414062
Iteration 112Q: 27 clusters Score -9.082722e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 14258 members 
Mstep: Class 3 contains 7465 members 
Mstep: Class 4 contains 161740 members 
Mstep: Class 5 contains 273675 members 
Mstep: Class 6 contains 13270 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54763 members 
Mstep: Class 11 contains 7484 members 
Mstep: Class 12 contains 10986 members 
Mstep: Class 13 contains 5638 members 
Mstep: Class 14 contains 36149 members 
Mstep: Class 15 contains 12678 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46688 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12863 members 
Mstep: Class 20 contains 11840 members 
Mstep: Class 21 contains 15063 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5565 members 
Mstep: Class 24 contains 12714 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827168.000000 Penalty: 86934.414062
Iteration 113Q: 27 clusters Score -9.082717e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 14263 members 
Mstep: Class 3 contains 7464 members 
Mstep: Class 4 contains 161799 members 
Mstep: Class 5 contains 273612 members 
Mstep: Class 6 contains 13264 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54758 members 
Mstep: Class 11 contains 7472 members 
Mstep: Class 12 contains 10986 members 
Mstep: Class 13 contains 5637 members 
Mstep: Class 14 contains 36153 members 
Mstep: Class 15 contains 12678 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46678 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12873 members 
Mstep: Class 20 contains 11848 members 
Mstep: Class 21 contains 15057 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5568 members 
Mstep: Class 24 contains 12710 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827128.000000 Penalty: 86934.414062
Iteration 114Q: 27 clusters Score -9.082713e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 14268 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 161837 members 
Mstep: Class 5 contains 273564 members 
Mstep: Class 6 contains 13263 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54755 members 
Mstep: Class 11 contains 7462 members 
Mstep: Class 12 contains 10988 members 
Mstep: Class 13 contains 5636 members 
Mstep: Class 14 contains 36157 members 
Mstep: Class 15 contains 12682 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46666 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12875 members 
Mstep: Class 20 contains 11857 members 
Mstep: Class 21 contains 15049 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 12709 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827000.000000 Penalty: 86934.414062
Iteration 115Q: 27 clusters Score -9.0827e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 14275 members 
Mstep: Class 3 contains 7450 members 
Mstep: Class 4 contains 161871 members 
Mstep: Class 5 contains 273514 members 
Mstep: Class 6 contains 13262 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54755 members 
Mstep: Class 11 contains 7451 members 
Mstep: Class 12 contains 10987 members 
Mstep: Class 13 contains 5636 members 
Mstep: Class 14 contains 36159 members 
Mstep: Class 15 contains 12683 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46660 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12878 members 
Mstep: Class 20 contains 11861 members 
Mstep: Class 21 contains 15044 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5574 members 
Mstep: Class 24 contains 12707 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827152.000000 Penalty: 86934.414062
Iteration 116Q: 27 clusters Score -9.082715e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 14275 members 
Mstep: Class 3 contains 7445 members 
Mstep: Class 4 contains 161900 members 
Mstep: Class 5 contains 273479 members 
Mstep: Class 6 contains 13263 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54755 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 10987 members 
Mstep: Class 13 contains 5636 members 
Mstep: Class 14 contains 36158 members 
Mstep: Class 15 contains 12685 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46663 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12881 members 
Mstep: Class 20 contains 11863 members 
Mstep: Class 21 contains 15041 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5577 members 
Mstep: Class 24 contains 12705 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827008.000000 Penalty: 86934.414062
Iteration 117Q: 27 clusters Score -9.082701e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 14278 members 
Mstep: Class 3 contains 7445 members 
Mstep: Class 4 contains 161924 members 
Mstep: Class 5 contains 273452 members 
Mstep: Class 6 contains 13262 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54753 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 10986 members 
Mstep: Class 13 contains 5635 members 
Mstep: Class 14 contains 36159 members 
Mstep: Class 15 contains 12689 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46661 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12881 members 
Mstep: Class 20 contains 11866 members 
Mstep: Class 21 contains 15037 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5581 members 
Mstep: Class 24 contains 12704 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826976.000000 Penalty: 86934.414062
Iteration 118Q: 27 clusters Score -9.082698e+07 nChanged 144
Entering ConstructFrom: 
Score: -90826976.000000 Penalty: 86934.414062
Entering ConstructFrom: 
Trying to split cluster 1 (5288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Entering Unmasked Estep 
Score: -619984.500000 Penalty: 2126.152588
	Iteration 0F: 2 clusters Score -619984.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -615276.875000 Penalty: 4252.305176
	Iteration 0F: 3 clusters Score -615276.9 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -616677.687500 Penalty: 4252.305176
	Iteration 1F: 3 clusters Score -616677.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -617101.187500 Penalty: 4252.305176
	Iteration 2F: 3 clusters Score -617101.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -617445.750000 Penalty: 4252.305176
	Iteration 3F: 3 clusters Score -617445.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -617742.375000 Penalty: 4252.305176
	Iteration 4F: 3 clusters Score -617742.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -617996.000000 Penalty: 4252.305176
	Iteration 5F: 3 clusters Score -617996 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -618195.125000 Penalty: 4252.305176
	Iteration 6Q: 3 clusters Score -618195.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -618388.375000 Penalty: 4252.305176
	Iteration 7Q: 3 clusters Score -618388.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -618542.500000 Penalty: 4252.305176
	Iteration 8Q: 3 clusters Score -618542.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -618625.937500 Penalty: 4252.305176
	Iteration 9Q: 3 clusters Score -618625.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -618682.812500 Penalty: 4252.305176
	Iteration 10Q: 3 clusters Score -618682.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -618735.125000 Penalty: 4252.305176
	Iteration 11Q: 3 clusters Score -618735.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -618779.750000 Penalty: 4252.305176
	Iteration 12Q: 3 clusters Score -618779.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -618814.812500 Penalty: 4252.305176
	Iteration 13Q: 3 clusters Score -618814.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -618850.687500 Penalty: 4252.305176
	Iteration 14Q: 3 clusters Score -618850.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -618882.500000 Penalty: 4252.305176
	Iteration 15Q: 3 clusters Score -618882.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -618906.812500 Penalty: 4252.305176
	Iteration 16Q: 3 clusters Score -618906.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -618922.250000 Penalty: 4252.305176
	Iteration 17Q: 3 clusters Score -618922.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -618937.875000 Penalty: 4252.305176
	Iteration 18Q: 3 clusters Score -618937.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -618952.500000 Penalty: 4252.305176
	Iteration 19Q: 3 clusters Score -618952.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -618964.937500 Penalty: 4252.305176
	Iteration 20F: 3 clusters Score -618964.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -618972.375000 Penalty: 4252.305176
	Iteration 21Q: 3 clusters Score -618972.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -618982.000000 Penalty: 4252.305176
	Iteration 22Q: 3 clusters Score -618982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -618986.250000 Penalty: 4252.305176
	Iteration 23Q: 3 clusters Score -618986.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -618989.125000 Penalty: 4252.305176
	Iteration 24Q: 3 clusters Score -618989.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -618991.500000 Penalty: 4252.305176
	Iteration 25Q: 3 clusters Score -618991.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -618991.187500 Penalty: 4252.305176
	Iteration 26Q: 3 clusters Score -618991.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -618995.000000 Penalty: 4252.305176
	Iteration 27Q: 3 clusters Score -618995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -618996.812500 Penalty: 4252.305176
	Iteration 28Q: 3 clusters Score -618996.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -618998.937500 Penalty: 4252.305176
	Iteration 29Q: 3 clusters Score -618998.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -619000.562500 Penalty: 4252.305176
	Iteration 30Q: 3 clusters Score -619000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -619000.937500 Penalty: 4252.305176
	Iteration 31Q: 3 clusters Score -619000.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -619001.500000 Penalty: 4252.305176
	Iteration 32Q: 3 clusters Score -619001.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -619001.687500 Penalty: 4252.305176
	Iteration 33Q: 3 clusters Score -619001.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -619004.687500 Penalty: 4252.305176
	Iteration 34Q: 3 clusters Score -619004.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -619004.875000 Penalty: 4252.305176
	Iteration 35Q: 3 clusters Score -619004.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -619007.187500 Penalty: 4252.305176
	Iteration 36Q: 3 clusters Score -619007.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -619007.937500 Penalty: 4252.305176
	Iteration 37Q: 3 clusters Score -619007.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -619012.062500 Penalty: 4252.305176
	Iteration 38Q: 3 clusters Score -619012.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -619016.312500 Penalty: 4252.305176
	Iteration 39Q: 3 clusters Score -619016.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -619019.312500 Penalty: 4252.305176
	Iteration 40F: 3 clusters Score -619019.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -619022.437500 Penalty: 4252.305176
	Iteration 41Q: 3 clusters Score -619022.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -619025.500000 Penalty: 4252.305176
	Iteration 42Q: 3 clusters Score -619025.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -619026.500000 Penalty: 4252.305176
	Iteration 43Q: 3 clusters Score -619026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -619026.250000 Penalty: 4252.305176
	Iteration 44Q: 3 clusters Score -619026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -619028.375000 Penalty: 4252.305176
	Iteration 45Q: 3 clusters Score -619028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -619028.500000 Penalty: 4252.305176
	Iteration 46Q: 3 clusters Score -619028.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -619030.000000 Penalty: 4252.305176
	Iteration 47Q: 3 clusters Score -619030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -619032.562500 Penalty: 4252.305176
	Iteration 48Q: 3 clusters Score -619032.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -619034.312500 Penalty: 4252.305176
	Iteration 49Q: 3 clusters Score -619034.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -619039.187500 Penalty: 4252.305176
	Iteration 50Q: 3 clusters Score -619039.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -619041.562500 Penalty: 4252.305176
	Iteration 51Q: 3 clusters Score -619041.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -619043.375000 Penalty: 4252.305176
	Iteration 52Q: 3 clusters Score -619043.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -619045.187500 Penalty: 4252.305176
	Iteration 53Q: 3 clusters Score -619045.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -619048.000000 Penalty: 4252.305176
	Iteration 54Q: 3 clusters Score -619048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -619050.562500 Penalty: 4252.305176
	Iteration 55Q: 3 clusters Score -619050.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -619053.250000 Penalty: 4252.305176
	Iteration 56Q: 3 clusters Score -619053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -619056.562500 Penalty: 4252.305176
	Iteration 57Q: 3 clusters Score -619056.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -619058.937500 Penalty: 4252.305176
	Iteration 58Q: 3 clusters Score -619058.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -619060.187500 Penalty: 4252.305176
	Iteration 59Q: 3 clusters Score -619060.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -619063.437500 Penalty: 4252.305176
	Iteration 60F: 3 clusters Score -619063.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -619067.125000 Penalty: 4252.305176
	Iteration 61Q: 3 clusters Score -619067.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -619067.687500 Penalty: 4252.305176
	Iteration 62Q: 3 clusters Score -619067.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -619070.625000 Penalty: 4252.305176
	Iteration 63Q: 3 clusters Score -619070.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -619070.875000 Penalty: 4252.305176
	Iteration 64Q: 3 clusters Score -619070.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -619070.625000 Penalty: 4252.305176
	Iteration 65Q: 3 clusters Score -619070.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -619070.187500 Penalty: 4252.305176
	Iteration 66Q: 3 clusters Score -619070.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -619070.187500 Penalty: 4252.305176
	Iteration 67F: 3 clusters Score -619070.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Entering Unmasked Estep 
Score: -1863161.125000 Penalty: 2372.555420
	Iteration 0F: 2 clusters Score -1863161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1852731.625000 Penalty: 4745.110840
	Iteration 0F: 3 clusters Score -1852732 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1856041.125000 Penalty: 4745.110840
	Iteration 1F: 3 clusters Score -1856041 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1856407.250000 Penalty: 4745.110840
	Iteration 2F: 3 clusters Score -1856407 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1856719.250000 Penalty: 4745.110840
	Iteration 3Q: 3 clusters Score -1856719 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1857099.000000 Penalty: 4745.110840
	Iteration 4Q: 3 clusters Score -1857099 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1857614.750000 Penalty: 4745.110840
	Iteration 5F: 3 clusters Score -1857615 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1858257.250000 Penalty: 4745.110840
	Iteration 6F: 3 clusters Score -1858257 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1859036.250000 Penalty: 4745.110840
	Iteration 7F: 3 clusters Score -1859036 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1859804.250000 Penalty: 4745.110840
	Iteration 8F: 3 clusters Score -1859804 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1860414.875000 Penalty: 4745.110840
	Iteration 9Q: 3 clusters Score -1860415 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1860827.375000 Penalty: 4745.110840
	Iteration 10Q: 3 clusters Score -1860827 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1861061.000000 Penalty: 4745.110840
	Iteration 11Q: 3 clusters Score -1861061 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1861224.875000 Penalty: 4745.110840
	Iteration 12Q: 3 clusters Score -1861225 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1861301.000000 Penalty: 4745.110840
	Iteration 13Q: 3 clusters Score -1861301 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1861360.000000 Penalty: 4745.110840
	Iteration 14Q: 3 clusters Score -1861360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1861384.875000 Penalty: 4745.110840
	Iteration 15Q: 3 clusters Score -1861385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1861404.125000 Penalty: 4745.110840
	Iteration 16Q: 3 clusters Score -1861404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1861423.750000 Penalty: 4745.110840
	Iteration 17Q: 3 clusters Score -1861424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1861437.125000 Penalty: 4745.110840
	Iteration 18Q: 3 clusters Score -1861437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1861443.375000 Penalty: 4745.110840
	Iteration 19Q: 3 clusters Score -1861443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1861457.125000 Penalty: 4745.110840
	Iteration 20F: 3 clusters Score -1861457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1861472.875000 Penalty: 4745.110840
	Iteration 21Q: 3 clusters Score -1861473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1861477.625000 Penalty: 4745.110840
	Iteration 22Q: 3 clusters Score -1861478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1861482.250000 Penalty: 4745.110840
	Iteration 23Q: 3 clusters Score -1861482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1861481.875000 Penalty: 4745.110840
	Iteration 24Q: 3 clusters Score -1861482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1861483.250000 Penalty: 4745.110840
	Iteration 25Q: 3 clusters Score -1861483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1861483.250000 Penalty: 4745.110840
	Iteration 26F: 3 clusters Score -1861483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -841724.625000 Penalty: 2210.827393
	Iteration 0F: 2 clusters Score -841724.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -835637.062500 Penalty: 4421.654785
	Iteration 0F: 3 clusters Score -835637.1 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -837450.562500 Penalty: 4421.654785
	Iteration 1F: 3 clusters Score -837450.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -837859.750000 Penalty: 4421.654785
	Iteration 2F: 3 clusters Score -837859.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -838258.875000 Penalty: 4421.654785
	Iteration 3F: 3 clusters Score -838258.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -838696.625000 Penalty: 4421.654785
	Iteration 4F: 3 clusters Score -838696.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -839109.812500 Penalty: 4421.654785
	Iteration 5F: 3 clusters Score -839109.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -839427.812500 Penalty: 4421.654785
	Iteration 6F: 3 clusters Score -839427.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -839635.437500 Penalty: 4421.654785
	Iteration 7Q: 3 clusters Score -839635.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -839812.375000 Penalty: 4421.654785
	Iteration 8Q: 3 clusters Score -839812.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -839956.250000 Penalty: 4421.654785
	Iteration 9Q: 3 clusters Score -839956.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -840070.812500 Penalty: 4421.654785
	Iteration 10Q: 3 clusters Score -840070.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -840148.375000 Penalty: 4421.654785
	Iteration 11Q: 3 clusters Score -840148.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -840213.250000 Penalty: 4421.654785
	Iteration 12Q: 3 clusters Score -840213.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -840258.812500 Penalty: 4421.654785
	Iteration 13Q: 3 clusters Score -840258.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -840303.312500 Penalty: 4421.654785
	Iteration 14Q: 3 clusters Score -840303.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -840341.312500 Penalty: 4421.654785
	Iteration 15Q: 3 clusters Score -840341.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -840372.125000 Penalty: 4421.654785
	Iteration 16Q: 3 clusters Score -840372.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -840402.250000 Penalty: 4421.654785
	Iteration 17Q: 3 clusters Score -840402.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -840424.125000 Penalty: 4421.654785
	Iteration 18Q: 3 clusters Score -840424.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -840444.250000 Penalty: 4421.654785
	Iteration 19Q: 3 clusters Score -840444.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -840460.000000 Penalty: 4421.654785
	Iteration 20F: 3 clusters Score -840460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -840485.375000 Penalty: 4421.654785
	Iteration 21Q: 3 clusters Score -840485.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -840516.250000 Penalty: 4421.654785
	Iteration 22Q: 3 clusters Score -840516.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -840541.562500 Penalty: 4421.654785
	Iteration 23Q: 3 clusters Score -840541.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -840591.125000 Penalty: 4421.654785
	Iteration 24Q: 3 clusters Score -840591.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -840655.187500 Penalty: 4421.654785
	Iteration 25Q: 3 clusters Score -840655.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -840720.437500 Penalty: 4421.654785
	Iteration 26Q: 3 clusters Score -840720.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -840770.937500 Penalty: 4421.654785
	Iteration 27Q: 3 clusters Score -840770.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -840821.187500 Penalty: 4421.654785
	Iteration 28Q: 3 clusters Score -840821.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -840868.875000 Penalty: 4421.654785
	Iteration 29Q: 3 clusters Score -840868.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -840923.750000 Penalty: 4421.654785
	Iteration 30Q: 3 clusters Score -840923.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -840972.250000 Penalty: 4421.654785
	Iteration 31Q: 3 clusters Score -840972.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -840997.250000 Penalty: 4421.654785
	Iteration 32Q: 3 clusters Score -840997.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -841015.875000 Penalty: 4421.654785
	Iteration 33Q: 3 clusters Score -841015.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -841031.125000 Penalty: 4421.654785
	Iteration 34Q: 3 clusters Score -841031.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -841043.812500 Penalty: 4421.654785
	Iteration 35Q: 3 clusters Score -841043.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -841048.812500 Penalty: 4421.654785
	Iteration 36Q: 3 clusters Score -841048.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -841052.500000 Penalty: 4421.654785
	Iteration 37Q: 3 clusters Score -841052.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -841057.250000 Penalty: 4421.654785
	Iteration 38Q: 3 clusters Score -841057.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -841062.687500 Penalty: 4421.654785
	Iteration 39Q: 3 clusters Score -841062.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -841066.125000 Penalty: 4421.654785
	Iteration 40F: 3 clusters Score -841066.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -841066.687500 Penalty: 4421.654785
	Iteration 41Q: 3 clusters Score -841066.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -841071.437500 Penalty: 4421.654785
	Iteration 42Q: 3 clusters Score -841071.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -841071.437500 Penalty: 4421.654785
	Iteration 43F: 3 clusters Score -841071.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (161947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161947 members 
Entering Unmasked Estep 
Score: -21063964.000000 Penalty: 2974.766113
	Iteration 0F: 2 clusters Score -2.106396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80938 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
Score: -20957322.000000 Penalty: 5949.532227
	Iteration 0F: 3 clusters Score -2.095732e+07 nChanged 77696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 83003 members 
Entering Unmasked Estep 
Score: -21003138.000000 Penalty: 5949.532227
	Iteration 1F: 3 clusters Score -2.100314e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77398 members 
Mstep: Class 2 contains 84549 members 
Entering Unmasked Estep 
Score: -21005220.000000 Penalty: 5949.532227
	Iteration 2Q: 3 clusters Score -2.100522e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75049 members 
Mstep: Class 2 contains 86898 members 
Entering Unmasked Estep 
Score: -21008426.000000 Penalty: 5949.532227
	Iteration 3Q: 3 clusters Score -2.100843e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Mstep: Class 2 contains 90422 members 
Entering Unmasked Estep 
Score: -21013142.000000 Penalty: 5949.532227
	Iteration 4F: 3 clusters Score -2.101314e+07 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66375 members 
Mstep: Class 2 contains 95572 members 
Entering Unmasked Estep 
Score: -21019330.000000 Penalty: 5949.532227
	Iteration 5F: 3 clusters Score -2.101933e+07 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 102187 members 
Entering Unmasked Estep 
Score: -21027146.000000 Penalty: 5949.532227
	Iteration 6F: 3 clusters Score -2.102715e+07 nChanged 10994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 109491 members 
Entering Unmasked Estep 
Score: -21035342.000000 Penalty: 5949.532227
	Iteration 7F: 3 clusters Score -2.103534e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 116263 members 
Entering Unmasked Estep 
Score: -21042432.000000 Penalty: 5949.532227
	Iteration 8F: 3 clusters Score -2.104243e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 121739 members 
Entering Unmasked Estep 
Score: -21047688.000000 Penalty: 5949.532227
	Iteration 9Q: 3 clusters Score -2.104769e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 126004 members 
Entering Unmasked Estep 
Score: -21050882.000000 Penalty: 5949.532227
	Iteration 10Q: 3 clusters Score -2.105088e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 129540 members 
Entering Unmasked Estep 
Score: -21052920.000000 Penalty: 5949.532227
	Iteration 11Q: 3 clusters Score -2.105292e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 132633 members 
Entering Unmasked Estep 
Score: -21054506.000000 Penalty: 5949.532227
	Iteration 12Q: 3 clusters Score -2.105451e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 135429 members 
Entering Unmasked Estep 
Score: -21055564.000000 Penalty: 5949.532227
	Iteration 13Q: 3 clusters Score -2.105556e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 138011 members 
Entering Unmasked Estep 
Score: -21056600.000000 Penalty: 5949.532227
	Iteration 14Q: 3 clusters Score -2.10566e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 140359 members 
Entering Unmasked Estep 
Score: -21057476.000000 Penalty: 5949.532227
	Iteration 15Q: 3 clusters Score -2.105748e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 142513 members 
Entering Unmasked Estep 
Score: -21058274.000000 Penalty: 5949.532227
	Iteration 16Q: 3 clusters Score -2.105827e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 144569 members 
Entering Unmasked Estep 
Score: -21059026.000000 Penalty: 5949.532227
	Iteration 17Q: 3 clusters Score -2.105903e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 146447 members 
Entering Unmasked Estep 
Score: -21059784.000000 Penalty: 5949.532227
	Iteration 18Q: 3 clusters Score -2.105978e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 148164 members 
Entering Unmasked Estep 
Score: -21060456.000000 Penalty: 5949.532227
	Iteration 19Q: 3 clusters Score -2.106046e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 149681 members 
Entering Unmasked Estep 
Score: -21060998.000000 Penalty: 5949.532227
	Iteration 20F: 3 clusters Score -2.1061e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 150935 members 
Entering Unmasked Estep 
Score: -21061438.000000 Penalty: 5949.532227
	Iteration 21Q: 3 clusters Score -2.106144e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 152055 members 
Entering Unmasked Estep 
Score: -21061850.000000 Penalty: 5949.532227
	Iteration 22Q: 3 clusters Score -2.106185e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 152961 members 
Entering Unmasked Estep 
Score: -21062208.000000 Penalty: 5949.532227
	Iteration 23Q: 3 clusters Score -2.106221e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 153684 members 
Entering Unmasked Estep 
Score: -21062554.000000 Penalty: 5949.532227
	Iteration 24Q: 3 clusters Score -2.106255e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 154261 members 
Entering Unmasked Estep 
Score: -21062774.000000 Penalty: 5949.532227
	Iteration 25Q: 3 clusters Score -2.106277e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 154736 members 
Entering Unmasked Estep 
Score: -21062904.000000 Penalty: 5949.532227
	Iteration 26Q: 3 clusters Score -2.10629e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 155161 members 
Entering Unmasked Estep 
Score: -21063082.000000 Penalty: 5949.532227
	Iteration 27Q: 3 clusters Score -2.106308e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 155503 members 
Entering Unmasked Estep 
Score: -21063244.000000 Penalty: 5949.532227
	Iteration 28Q: 3 clusters Score -2.106324e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 155785 members 
Entering Unmasked Estep 
Score: -21063322.000000 Penalty: 5949.532227
	Iteration 29Q: 3 clusters Score -2.106332e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 156007 members 
Entering Unmasked Estep 
Score: -21063388.000000 Penalty: 5949.532227
	Iteration 30Q: 3 clusters Score -2.106339e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 156186 members 
Entering Unmasked Estep 
Score: -21063442.000000 Penalty: 5949.532227
	Iteration 31Q: 3 clusters Score -2.106344e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 156333 members 
Entering Unmasked Estep 
Score: -21063442.000000 Penalty: 5949.532227
	Iteration 32Q: 3 clusters Score -2.106344e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 156449 members 
Entering Unmasked Estep 
Score: -21063500.000000 Penalty: 5949.532227
	Iteration 33Q: 3 clusters Score -2.10635e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 156548 members 
Entering Unmasked Estep 
Score: -21063532.000000 Penalty: 5949.532227
	Iteration 34Q: 3 clusters Score -2.106353e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 156635 members 
Entering Unmasked Estep 
Score: -21063564.000000 Penalty: 5949.532227
	Iteration 35Q: 3 clusters Score -2.106356e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 156706 members 
Entering Unmasked Estep 
Score: -21063612.000000 Penalty: 5949.532227
	Iteration 36Q: 3 clusters Score -2.106361e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 156775 members 
Entering Unmasked Estep 
Score: -21063618.000000 Penalty: 5949.532227
	Iteration 37Q: 3 clusters Score -2.106362e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 156839 members 
Entering Unmasked Estep 
Score: -21063622.000000 Penalty: 5949.532227
	Iteration 38Q: 3 clusters Score -2.106362e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 156885 members 
Entering Unmasked Estep 
Score: -21063610.000000 Penalty: 5949.532227
	Iteration 39Q: 3 clusters Score -2.106361e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 156930 members 
Entering Unmasked Estep 
Score: -21063594.000000 Penalty: 5949.532227
	Iteration 40F: 3 clusters Score -2.106359e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 156967 members 
Entering Unmasked Estep 
Score: -21063590.000000 Penalty: 5949.532227
	Iteration 41Q: 3 clusters Score -2.106359e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 156999 members 
Entering Unmasked Estep 
Score: -21063592.000000 Penalty: 5949.532227
	Iteration 42Q: 3 clusters Score -2.106359e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 157027 members 
Entering Unmasked Estep 
Score: -21063600.000000 Penalty: 5949.532227
	Iteration 43Q: 3 clusters Score -2.10636e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 157049 members 
Entering Unmasked Estep 
Score: -21063596.000000 Penalty: 5949.532227
	Iteration 44Q: 3 clusters Score -2.10636e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 157067 members 
Entering Unmasked Estep 
Score: -21063600.000000 Penalty: 5949.532227
	Iteration 45Q: 3 clusters Score -2.10636e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 157084 members 
Entering Unmasked Estep 
Score: -21063592.000000 Penalty: 5949.532227
	Iteration 46Q: 3 clusters Score -2.106359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 157107 members 
Entering Unmasked Estep 
Score: -21063588.000000 Penalty: 5949.532227
	Iteration 47Q: 3 clusters Score -2.106359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 157119 members 
Entering Unmasked Estep 
Score: -21063622.000000 Penalty: 5949.532227
	Iteration 48Q: 3 clusters Score -2.106362e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 157135 members 
Entering Unmasked Estep 
Score: -21063598.000000 Penalty: 5949.532227
	Iteration 49Q: 3 clusters Score -2.10636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 157148 members 
Entering Unmasked Estep 
Score: -21063612.000000 Penalty: 5949.532227
	Iteration 50Q: 3 clusters Score -2.106361e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 157165 members 
Entering Unmasked Estep 
Score: -21063590.000000 Penalty: 5949.532227
	Iteration 51Q: 3 clusters Score -2.106359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 157175 members 
Entering Unmasked Estep 
Score: -21063584.000000 Penalty: 5949.532227
	Iteration 52Q: 3 clusters Score -2.106358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 157184 members 
Entering Unmasked Estep 
Score: -21063592.000000 Penalty: 5949.532227
	Iteration 53Q: 3 clusters Score -2.106359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 157193 members 
Entering Unmasked Estep 
Score: -21063594.000000 Penalty: 5949.532227
	Iteration 54Q: 3 clusters Score -2.106359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 157194 members 
Entering Unmasked Estep 
Score: -21063592.000000 Penalty: 5949.532227
	Iteration 55Q: 3 clusters Score -2.106359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 157195 members 
Entering Unmasked Estep 
Score: -21063598.000000 Penalty: 5949.532227
	Iteration 56Q: 3 clusters Score -2.10636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 157196 members 
Entering Unmasked Estep 
Score: -21063598.000000 Penalty: 5949.532227
	Iteration 57Q: 3 clusters Score -2.10636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 157197 members 
Entering Unmasked Estep 
Score: -21063604.000000 Penalty: 5949.532227
	Iteration 58Q: 3 clusters Score -2.10636e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 157197 members 
Entering Unmasked Estep 
Score: -21063604.000000 Penalty: 5949.532227
	Iteration 59F: 3 clusters Score -2.10636e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (273416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273416 members 
Entering Unmasked Estep 
Score: -35572096.000000 Penalty: 3104.650146
	Iteration 0F: 2 clusters Score -3.55721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136880 members 
Mstep: Class 2 contains 136536 members 
Entering Unmasked Estep 
Score: -35401084.000000 Penalty: 6209.300293
	Iteration 0F: 3 clusters Score -3.540108e+07 nChanged 132348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138436 members 
Mstep: Class 2 contains 134980 members 
Entering Unmasked Estep 
Score: -35477944.000000 Penalty: 6209.300293
	Iteration 1F: 3 clusters Score -3.547794e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139843 members 
Mstep: Class 2 contains 133573 members 
Entering Unmasked Estep 
Score: -35478948.000000 Penalty: 6209.300293
	Iteration 2Q: 3 clusters Score -3.547895e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142074 members 
Mstep: Class 2 contains 131342 members 
Entering Unmasked Estep 
Score: -35480296.000000 Penalty: 6209.300293
	Iteration 3Q: 3 clusters Score -3.54803e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145463 members 
Mstep: Class 2 contains 127953 members 
Entering Unmasked Estep 
Score: -35482020.000000 Penalty: 6209.300293
	Iteration 4Q: 3 clusters Score -3.548202e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150723 members 
Mstep: Class 2 contains 122693 members 
Entering Unmasked Estep 
Score: -35485008.000000 Penalty: 6209.300293
	Iteration 5Q: 3 clusters Score -3.548501e+07 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158206 members 
Mstep: Class 2 contains 115210 members 
Entering Unmasked Estep 
Score: -35489232.000000 Penalty: 6209.300293
	Iteration 6Q: 3 clusters Score -3.548923e+07 nChanged 13789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168567 members 
Mstep: Class 2 contains 104849 members 
Entering Unmasked Estep 
Score: -35496180.000000 Penalty: 6209.300293
	Iteration 7F: 3 clusters Score -3.549618e+07 nChanged 16453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181096 members 
Mstep: Class 2 contains 92320 members 
Entering Unmasked Estep 
Score: -35507316.000000 Penalty: 6209.300293
	Iteration 8F: 3 clusters Score -3.550732e+07 nChanged 17722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193428 members 
Mstep: Class 2 contains 79988 members 
Entering Unmasked Estep 
Score: -35520248.000000 Penalty: 6209.300293
	Iteration 9F: 3 clusters Score -3.552025e+07 nChanged 16291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202453 members 
Mstep: Class 2 contains 70963 members 
Entering Unmasked Estep 
Score: -35531388.000000 Penalty: 6209.300293
	Iteration 10F: 3 clusters Score -3.553139e+07 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207611 members 
Mstep: Class 2 contains 65805 members 
Entering Unmasked Estep 
Score: -35537448.000000 Penalty: 6209.300293
	Iteration 11Q: 3 clusters Score -3.553745e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210881 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -35540128.000000 Penalty: 6209.300293
	Iteration 12Q: 3 clusters Score -3.554013e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213657 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -35540956.000000 Penalty: 6209.300293
	Iteration 13Q: 3 clusters Score -3.554096e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216240 members 
Mstep: Class 2 contains 57176 members 
Entering Unmasked Estep 
Score: -35541536.000000 Penalty: 6209.300293
	Iteration 14Q: 3 clusters Score -3.554154e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218690 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -35541992.000000 Penalty: 6209.300293
	Iteration 15Q: 3 clusters Score -3.554199e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220978 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -35542744.000000 Penalty: 6209.300293
	Iteration 16Q: 3 clusters Score -3.554274e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223181 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -35543392.000000 Penalty: 6209.300293
	Iteration 17Q: 3 clusters Score -3.554339e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225206 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -35544020.000000 Penalty: 6209.300293
	Iteration 18Q: 3 clusters Score -3.554402e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227162 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -35544636.000000 Penalty: 6209.300293
	Iteration 19Q: 3 clusters Score -3.554464e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229105 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -35545208.000000 Penalty: 6209.300293
	Iteration 20F: 3 clusters Score -3.554521e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231010 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -35545992.000000 Penalty: 6209.300293
	Iteration 21Q: 3 clusters Score -3.554599e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232888 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -35546596.000000 Penalty: 6209.300293
	Iteration 22Q: 3 clusters Score -3.55466e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234743 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -35547200.000000 Penalty: 6209.300293
	Iteration 23Q: 3 clusters Score -3.55472e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236575 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -35547628.000000 Penalty: 6209.300293
	Iteration 24Q: 3 clusters Score -3.554763e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238425 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -35548152.000000 Penalty: 6209.300293
	Iteration 25Q: 3 clusters Score -3.554815e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240211 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -35548748.000000 Penalty: 6209.300293
	Iteration 26Q: 3 clusters Score -3.554875e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241950 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -35549552.000000 Penalty: 6209.300293
	Iteration 27Q: 3 clusters Score -3.554955e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243747 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -35550252.000000 Penalty: 6209.300293
	Iteration 28Q: 3 clusters Score -3.555025e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245601 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -35551052.000000 Penalty: 6209.300293
	Iteration 29Q: 3 clusters Score -3.555105e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247541 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -35552068.000000 Penalty: 6209.300293
	Iteration 30Q: 3 clusters Score -3.555207e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249452 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -35553188.000000 Penalty: 6209.300293
	Iteration 31Q: 3 clusters Score -3.555319e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251297 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -35554168.000000 Penalty: 6209.300293
	Iteration 32Q: 3 clusters Score -3.555417e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253156 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -35555168.000000 Penalty: 6209.300293
	Iteration 33Q: 3 clusters Score -3.555517e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254974 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -35556296.000000 Penalty: 6209.300293
	Iteration 34Q: 3 clusters Score -3.55563e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256664 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -35557272.000000 Penalty: 6209.300293
	Iteration 35Q: 3 clusters Score -3.555727e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258319 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -35558260.000000 Penalty: 6209.300293
	Iteration 36Q: 3 clusters Score -3.555826e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259872 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -35559288.000000 Penalty: 6209.300293
	Iteration 37Q: 3 clusters Score -3.555929e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261403 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -35560228.000000 Penalty: 6209.300293
	Iteration 38Q: 3 clusters Score -3.556023e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262853 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -35561288.000000 Penalty: 6209.300293
	Iteration 39Q: 3 clusters Score -3.556129e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264160 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -35562404.000000 Penalty: 6209.300293
	Iteration 40F: 3 clusters Score -3.55624e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265289 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -35563440.000000 Penalty: 6209.300293
	Iteration 41Q: 3 clusters Score -3.556344e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266329 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -35564276.000000 Penalty: 6209.300293
	Iteration 42Q: 3 clusters Score -3.556428e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267232 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -35564984.000000 Penalty: 6209.300293
	Iteration 43Q: 3 clusters Score -3.556498e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268042 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -35565680.000000 Penalty: 6209.300293
	Iteration 44Q: 3 clusters Score -3.556568e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268791 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -35566264.000000 Penalty: 6209.300293
	Iteration 45Q: 3 clusters Score -3.556626e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269454 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -35566788.000000 Penalty: 6209.300293
	Iteration 46Q: 3 clusters Score -3.556679e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270032 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -35567348.000000 Penalty: 6209.300293
	Iteration 47Q: 3 clusters Score -3.556735e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270518 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -35567784.000000 Penalty: 6209.300293
	Iteration 48Q: 3 clusters Score -3.556778e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270866 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -35568080.000000 Penalty: 6209.300293
	Iteration 49Q: 3 clusters Score -3.556808e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271152 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -35568360.000000 Penalty: 6209.300293
	Iteration 50Q: 3 clusters Score -3.556836e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271369 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -35568588.000000 Penalty: 6209.300293
	Iteration 51Q: 3 clusters Score -3.556859e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271569 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -35568704.000000 Penalty: 6209.300293
	Iteration 52Q: 3 clusters Score -3.55687e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271728 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -35568836.000000 Penalty: 6209.300293
	Iteration 53Q: 3 clusters Score -3.556884e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271853 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -35568956.000000 Penalty: 6209.300293
	Iteration 54Q: 3 clusters Score -3.556896e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271951 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -35569068.000000 Penalty: 6209.300293
	Iteration 55Q: 3 clusters Score -3.556907e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272029 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -35569156.000000 Penalty: 6209.300293
	Iteration 56Q: 3 clusters Score -3.556916e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272087 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -35569212.000000 Penalty: 6209.300293
	Iteration 57Q: 3 clusters Score -3.556921e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272133 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -35569268.000000 Penalty: 6209.300293
	Iteration 58Q: 3 clusters Score -3.556927e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272173 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -35569296.000000 Penalty: 6209.300293
	Iteration 59Q: 3 clusters Score -3.55693e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272200 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -35569316.000000 Penalty: 6209.300293
	Iteration 60F: 3 clusters Score -3.556932e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272220 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -35569368.000000 Penalty: 6209.300293
	Iteration 61Q: 3 clusters Score -3.556937e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272247 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -35569424.000000 Penalty: 6209.300293
	Iteration 62Q: 3 clusters Score -3.556942e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272277 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -35569464.000000 Penalty: 6209.300293
	Iteration 63Q: 3 clusters Score -3.556946e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272306 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -35569452.000000 Penalty: 6209.300293
	Iteration 64Q: 3 clusters Score -3.556945e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272326 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -35569504.000000 Penalty: 6209.300293
	Iteration 65Q: 3 clusters Score -3.55695e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272342 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -35569516.000000 Penalty: 6209.300293
	Iteration 66Q: 3 clusters Score -3.556952e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272359 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -35569532.000000 Penalty: 6209.300293
	Iteration 67Q: 3 clusters Score -3.556953e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272371 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -35569552.000000 Penalty: 6209.300293
	Iteration 68Q: 3 clusters Score -3.556955e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272385 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -35569564.000000 Penalty: 6209.300293
	Iteration 69Q: 3 clusters Score -3.556956e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272397 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -35569572.000000 Penalty: 6209.300293
	Iteration 70Q: 3 clusters Score -3.556957e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272399 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -35569596.000000 Penalty: 6209.300293
	Iteration 71Q: 3 clusters Score -3.55696e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272404 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -35569620.000000 Penalty: 6209.300293
	Iteration 72Q: 3 clusters Score -3.556962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272415 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -35569612.000000 Penalty: 6209.300293
	Iteration 73Q: 3 clusters Score -3.556961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272418 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -35569608.000000 Penalty: 6209.300293
	Iteration 74Q: 3 clusters Score -3.556961e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272422 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -35569612.000000 Penalty: 6209.300293
	Iteration 75Q: 3 clusters Score -3.556961e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272424 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -35569636.000000 Penalty: 6209.300293
	Iteration 76Q: 3 clusters Score -3.556964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272425 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -35569640.000000 Penalty: 6209.300293
	Iteration 77Q: 3 clusters Score -3.556964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272428 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -35569636.000000 Penalty: 6209.300293
	Iteration 78Q: 3 clusters Score -3.556964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272433 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -35569660.000000 Penalty: 6209.300293
	Iteration 79Q: 3 clusters Score -3.556966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272440 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -35569688.000000 Penalty: 6209.300293
	Iteration 80F: 3 clusters Score -3.556969e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272448 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -35569692.000000 Penalty: 6209.300293
	Iteration 81Q: 3 clusters Score -3.556969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272454 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -35569692.000000 Penalty: 6209.300293
	Iteration 82Q: 3 clusters Score -3.556969e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272456 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -35569724.000000 Penalty: 6209.300293
	Iteration 83Q: 3 clusters Score -3.556972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272456 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -35569756.000000 Penalty: 6209.300293
	Iteration 84Q: 3 clusters Score -3.556976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272457 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -35569736.000000 Penalty: 6209.300293
	Iteration 85Q: 3 clusters Score -3.556974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272461 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -35569752.000000 Penalty: 6209.300293
	Iteration 86Q: 3 clusters Score -3.556975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272469 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -35569752.000000 Penalty: 6209.300293
	Iteration 87Q: 3 clusters Score -3.556975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272472 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -35569744.000000 Penalty: 6209.300293
	Iteration 88Q: 3 clusters Score -3.556974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272468 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -35569760.000000 Penalty: 6209.300293
	Iteration 89Q: 3 clusters Score -3.556976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272472 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -35569768.000000 Penalty: 6209.300293
	Iteration 90Q: 3 clusters Score -3.556977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272471 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -35569764.000000 Penalty: 6209.300293
	Iteration 91Q: 3 clusters Score -3.556976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272470 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -35569780.000000 Penalty: 6209.300293
	Iteration 92Q: 3 clusters Score -3.556978e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272469 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -35569812.000000 Penalty: 6209.300293
	Iteration 93Q: 3 clusters Score -3.556981e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272468 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -35569828.000000 Penalty: 6209.300293
	Iteration 94Q: 3 clusters Score -3.556983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272466 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -35569840.000000 Penalty: 6209.300293
	Iteration 95Q: 3 clusters Score -3.556984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272469 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -35569852.000000 Penalty: 6209.300293
	Iteration 96Q: 3 clusters Score -3.556985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272473 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -35569836.000000 Penalty: 6209.300293
	Iteration 97Q: 3 clusters Score -3.556984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272481 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -35569844.000000 Penalty: 6209.300293
	Iteration 98Q: 3 clusters Score -3.556984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272483 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -35569844.000000 Penalty: 6209.300293
	Iteration 99Q: 3 clusters Score -3.556984e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272482 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -35569884.000000 Penalty: 6209.300293
	Iteration 100F: 3 clusters Score -3.556988e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272482 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -35569860.000000 Penalty: 6209.300293
	Iteration 101Q: 3 clusters Score -3.556986e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272477 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -35569876.000000 Penalty: 6209.300293
	Iteration 102Q: 3 clusters Score -3.556988e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272469 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -35569916.000000 Penalty: 6209.300293
	Iteration 103Q: 3 clusters Score -3.556992e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272461 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -35569964.000000 Penalty: 6209.300293
	Iteration 104Q: 3 clusters Score -3.556996e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272448 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -35569964.000000 Penalty: 6209.300293
	Iteration 105Q: 3 clusters Score -3.556996e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272442 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -35569968.000000 Penalty: 6209.300293
	Iteration 106Q: 3 clusters Score -3.556997e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272439 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -35570004.000000 Penalty: 6209.300293
	Iteration 107Q: 3 clusters Score -3.557e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272439 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -35569976.000000 Penalty: 6209.300293
	Iteration 108Q: 3 clusters Score -3.556998e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272433 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -35569992.000000 Penalty: 6209.300293
	Iteration 109Q: 3 clusters Score -3.556999e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272424 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -35570004.000000 Penalty: 6209.300293
	Iteration 110Q: 3 clusters Score -3.557e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272414 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -35570020.000000 Penalty: 6209.300293
	Iteration 111Q: 3 clusters Score -3.557002e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272403 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -35570032.000000 Penalty: 6209.300293
	Iteration 112Q: 3 clusters Score -3.557003e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272401 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -35570076.000000 Penalty: 6209.300293
	Iteration 113Q: 3 clusters Score -3.557008e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272395 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -35570056.000000 Penalty: 6209.300293
	Iteration 114Q: 3 clusters Score -3.557006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272379 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -35570028.000000 Penalty: 6209.300293
	Iteration 115Q: 3 clusters Score -3.557003e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272361 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -35570036.000000 Penalty: 6209.300293
	Iteration 116Q: 3 clusters Score -3.557004e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272350 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -35570048.000000 Penalty: 6209.300293
	Iteration 117Q: 3 clusters Score -3.557005e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272334 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -35570044.000000 Penalty: 6209.300293
	Iteration 118Q: 3 clusters Score -3.557004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272325 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -35570036.000000 Penalty: 6209.300293
	Iteration 119Q: 3 clusters Score -3.557004e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272308 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -35570048.000000 Penalty: 6209.300293
	Iteration 120F: 3 clusters Score -3.557005e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272293 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -35570092.000000 Penalty: 6209.300293
	Iteration 121Q: 3 clusters Score -3.557009e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272282 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -35570112.000000 Penalty: 6209.300293
	Iteration 122Q: 3 clusters Score -3.557011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272276 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -35570124.000000 Penalty: 6209.300293
	Iteration 123Q: 3 clusters Score -3.557012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272271 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -35570140.000000 Penalty: 6209.300293
	Iteration 124Q: 3 clusters Score -3.557014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272266 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -35570132.000000 Penalty: 6209.300293
	Iteration 125Q: 3 clusters Score -3.557013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272265 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -35570136.000000 Penalty: 6209.300293
	Iteration 126Q: 3 clusters Score -3.557014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272263 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -35570132.000000 Penalty: 6209.300293
	Iteration 127Q: 3 clusters Score -3.557013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272260 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -35570144.000000 Penalty: 6209.300293
	Iteration 128Q: 3 clusters Score -3.557014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272258 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -35570152.000000 Penalty: 6209.300293
	Iteration 129Q: 3 clusters Score -3.557015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272261 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -35570180.000000 Penalty: 6209.300293
	Iteration 130Q: 3 clusters Score -3.557018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272260 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -35570184.000000 Penalty: 6209.300293
	Iteration 131Q: 3 clusters Score -3.557018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272255 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -35570180.000000 Penalty: 6209.300293
	Iteration 132Q: 3 clusters Score -3.557018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272253 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -35570184.000000 Penalty: 6209.300293
	Iteration 133Q: 3 clusters Score -3.557018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272245 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -35570212.000000 Penalty: 6209.300293
	Iteration 134Q: 3 clusters Score -3.557021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272236 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -35570236.000000 Penalty: 6209.300293
	Iteration 135Q: 3 clusters Score -3.557024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272226 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -35570244.000000 Penalty: 6209.300293
	Iteration 136Q: 3 clusters Score -3.557024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272218 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -35570256.000000 Penalty: 6209.300293
	Iteration 137Q: 3 clusters Score -3.557026e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272204 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -35570252.000000 Penalty: 6209.300293
	Iteration 138Q: 3 clusters Score -3.557025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272192 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -35570244.000000 Penalty: 6209.300293
	Iteration 139Q: 3 clusters Score -3.557024e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272184 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -35570256.000000 Penalty: 6209.300293
	Iteration 140F: 3 clusters Score -3.557026e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272166 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -35570264.000000 Penalty: 6209.300293
	Iteration 141Q: 3 clusters Score -3.557026e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272144 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -35570288.000000 Penalty: 6209.300293
	Iteration 142Q: 3 clusters Score -3.557029e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272122 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -35570288.000000 Penalty: 6209.300293
	Iteration 143Q: 3 clusters Score -3.557029e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272103 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -35570296.000000 Penalty: 6209.300293
	Iteration 144Q: 3 clusters Score -3.55703e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272091 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -35570308.000000 Penalty: 6209.300293
	Iteration 145Q: 3 clusters Score -3.557031e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272083 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -35570324.000000 Penalty: 6209.300293
	Iteration 146Q: 3 clusters Score -3.557032e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272076 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -35570292.000000 Penalty: 6209.300293
	Iteration 147Q: 3 clusters Score -3.557029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272067 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -35570344.000000 Penalty: 6209.300293
	Iteration 148Q: 3 clusters Score -3.557034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272054 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -35570344.000000 Penalty: 6209.300293
	Iteration 149Q: 3 clusters Score -3.557034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272041 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -35570368.000000 Penalty: 6209.300293
	Iteration 150Q: 3 clusters Score -3.557037e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272027 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -35570416.000000 Penalty: 6209.300293
	Iteration 151Q: 3 clusters Score -3.557042e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272013 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -35570396.000000 Penalty: 6209.300293
	Iteration 152Q: 3 clusters Score -3.55704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272000 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -35570416.000000 Penalty: 6209.300293
	Iteration 153Q: 3 clusters Score -3.557042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271990 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -35570408.000000 Penalty: 6209.300293
	Iteration 154Q: 3 clusters Score -3.557041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271979 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -35570408.000000 Penalty: 6209.300293
	Iteration 155Q: 3 clusters Score -3.557041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271966 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -35570424.000000 Penalty: 6209.300293
	Iteration 156Q: 3 clusters Score -3.557042e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271944 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -35570452.000000 Penalty: 6209.300293
	Iteration 157Q: 3 clusters Score -3.557045e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271925 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -35570496.000000 Penalty: 6209.300293
	Iteration 158Q: 3 clusters Score -3.55705e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271905 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -35570476.000000 Penalty: 6209.300293
	Iteration 159Q: 3 clusters Score -3.557048e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271893 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -35570472.000000 Penalty: 6209.300293
	Iteration 160F: 3 clusters Score -3.557047e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271880 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -35570476.000000 Penalty: 6209.300293
	Iteration 161Q: 3 clusters Score -3.557048e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271869 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -35570476.000000 Penalty: 6209.300293
	Iteration 162Q: 3 clusters Score -3.557048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271862 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -35570460.000000 Penalty: 6209.300293
	Iteration 163Q: 3 clusters Score -3.557046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271859 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -35570480.000000 Penalty: 6209.300293
	Iteration 164Q: 3 clusters Score -3.557048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271856 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -35570496.000000 Penalty: 6209.300293
	Iteration 165Q: 3 clusters Score -3.55705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271852 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -35570504.000000 Penalty: 6209.300293
	Iteration 166Q: 3 clusters Score -3.55705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271847 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -35570504.000000 Penalty: 6209.300293
	Iteration 167Q: 3 clusters Score -3.55705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271843 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -35570492.000000 Penalty: 6209.300293
	Iteration 168Q: 3 clusters Score -3.557049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271832 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -35570480.000000 Penalty: 6209.300293
	Iteration 169Q: 3 clusters Score -3.557048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271824 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -35570484.000000 Penalty: 6209.300293
	Iteration 170Q: 3 clusters Score -3.557048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271819 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -35570488.000000 Penalty: 6209.300293
	Iteration 171Q: 3 clusters Score -3.557049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271813 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -35570504.000000 Penalty: 6209.300293
	Iteration 172Q: 3 clusters Score -3.55705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271807 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -35570492.000000 Penalty: 6209.300293
	Iteration 173Q: 3 clusters Score -3.557049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271799 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -35570492.000000 Penalty: 6209.300293
	Iteration 174Q: 3 clusters Score -3.557049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271792 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -35570508.000000 Penalty: 6209.300293
	Iteration 175Q: 3 clusters Score -3.557051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271782 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -35570492.000000 Penalty: 6209.300293
	Iteration 176Q: 3 clusters Score -3.557049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271774 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -35570488.000000 Penalty: 6209.300293
	Iteration 177Q: 3 clusters Score -3.557049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271761 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -35570492.000000 Penalty: 6209.300293
	Iteration 178Q: 3 clusters Score -3.557049e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271743 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -35570508.000000 Penalty: 6209.300293
	Iteration 179Q: 3 clusters Score -3.557051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271733 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -35570512.000000 Penalty: 6209.300293
	Iteration 180F: 3 clusters Score -3.557051e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271718 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -35570528.000000 Penalty: 6209.300293
	Iteration 181Q: 3 clusters Score -3.557053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271709 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -35570532.000000 Penalty: 6209.300293
	Iteration 182Q: 3 clusters Score -3.557053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271704 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -35570520.000000 Penalty: 6209.300293
	Iteration 183Q: 3 clusters Score -3.557052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271694 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -35570560.000000 Penalty: 6209.300293
	Iteration 184Q: 3 clusters Score -3.557056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271687 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -35570536.000000 Penalty: 6209.300293
	Iteration 185Q: 3 clusters Score -3.557054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271680 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -35570576.000000 Penalty: 6209.300293
	Iteration 186Q: 3 clusters Score -3.557058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271678 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -35570556.000000 Penalty: 6209.300293
	Iteration 187Q: 3 clusters Score -3.557056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271676 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -35570556.000000 Penalty: 6209.300293
	Iteration 188Q: 3 clusters Score -3.557056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271672 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -35570580.000000 Penalty: 6209.300293
	Iteration 189Q: 3 clusters Score -3.557058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271670 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -35570560.000000 Penalty: 6209.300293
	Iteration 190Q: 3 clusters Score -3.557056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271669 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -35570588.000000 Penalty: 6209.300293
	Iteration 191Q: 3 clusters Score -3.557059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271666 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -35570576.000000 Penalty: 6209.300293
	Iteration 192Q: 3 clusters Score -3.557058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271663 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -35570564.000000 Penalty: 6209.300293
	Iteration 193Q: 3 clusters Score -3.557056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271659 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -35570556.000000 Penalty: 6209.300293
	Iteration 194Q: 3 clusters Score -3.557056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271651 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -35570564.000000 Penalty: 6209.300293
	Iteration 195Q: 3 clusters Score -3.557056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271638 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -35570572.000000 Penalty: 6209.300293
	Iteration 196Q: 3 clusters Score -3.557057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271629 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -35570552.000000 Penalty: 6209.300293
	Iteration 197Q: 3 clusters Score -3.557055e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271617 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -35570568.000000 Penalty: 6209.300293
	Iteration 198Q: 3 clusters Score -3.557057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271599 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -35570620.000000 Penalty: 6209.300293
	Iteration 199Q: 3 clusters Score -3.557062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271587 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -35570600.000000 Penalty: 6209.300293
	Iteration 200F: 3 clusters Score -3.55706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271580 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -35570604.000000 Penalty: 6209.300293
	Iteration 201Q: 3 clusters Score -3.55706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271573 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -35570612.000000 Penalty: 6209.300293
	Iteration 202Q: 3 clusters Score -3.557061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271563 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -35570632.000000 Penalty: 6209.300293
	Iteration 203Q: 3 clusters Score -3.557063e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271542 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -35570640.000000 Penalty: 6209.300293
	Iteration 204Q: 3 clusters Score -3.557064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271535 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -35570648.000000 Penalty: 6209.300293
	Iteration 205Q: 3 clusters Score -3.557065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271527 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -35570664.000000 Penalty: 6209.300293
	Iteration 206Q: 3 clusters Score -3.557066e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271509 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -35570652.000000 Penalty: 6209.300293
	Iteration 207Q: 3 clusters Score -3.557065e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271494 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -35570640.000000 Penalty: 6209.300293
	Iteration 208Q: 3 clusters Score -3.557064e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271478 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -35570676.000000 Penalty: 6209.300293
	Iteration 209Q: 3 clusters Score -3.557068e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271460 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -35570668.000000 Penalty: 6209.300293
	Iteration 210Q: 3 clusters Score -3.557067e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271443 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -35570692.000000 Penalty: 6209.300293
	Iteration 211Q: 3 clusters Score -3.557069e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271428 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -35570724.000000 Penalty: 6209.300293
	Iteration 212Q: 3 clusters Score -3.557072e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271415 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -35570708.000000 Penalty: 6209.300293
	Iteration 213Q: 3 clusters Score -3.557071e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271408 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -35570708.000000 Penalty: 6209.300293
	Iteration 214Q: 3 clusters Score -3.557071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271402 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -35570712.000000 Penalty: 6209.300293
	Iteration 215Q: 3 clusters Score -3.557071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271390 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -35570720.000000 Penalty: 6209.300293
	Iteration 216Q: 3 clusters Score -3.557072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271383 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -35570736.000000 Penalty: 6209.300293
	Iteration 217Q: 3 clusters Score -3.557074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271370 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -35570736.000000 Penalty: 6209.300293
	Iteration 218Q: 3 clusters Score -3.557074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271357 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -35570712.000000 Penalty: 6209.300293
	Iteration 219Q: 3 clusters Score -3.557071e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271348 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -35570712.000000 Penalty: 6209.300293
	Iteration 220F: 3 clusters Score -3.557071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271336 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -35570732.000000 Penalty: 6209.300293
	Iteration 221Q: 3 clusters Score -3.557073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271330 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -35570768.000000 Penalty: 6209.300293
	Iteration 222Q: 3 clusters Score -3.557077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271321 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -35570800.000000 Penalty: 6209.300293
	Iteration 223Q: 3 clusters Score -3.55708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271317 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -35570796.000000 Penalty: 6209.300293
	Iteration 224Q: 3 clusters Score -3.55708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271314 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -35570796.000000 Penalty: 6209.300293
	Iteration 225Q: 3 clusters Score -3.55708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271311 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -35570816.000000 Penalty: 6209.300293
	Iteration 226Q: 3 clusters Score -3.557082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271303 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -35570804.000000 Penalty: 6209.300293
	Iteration 227Q: 3 clusters Score -3.55708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271294 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -35570804.000000 Penalty: 6209.300293
	Iteration 228Q: 3 clusters Score -3.55708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271286 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -35570804.000000 Penalty: 6209.300293
	Iteration 229Q: 3 clusters Score -3.55708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271279 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -35570788.000000 Penalty: 6209.300293
	Iteration 230Q: 3 clusters Score -3.557079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271275 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -35570788.000000 Penalty: 6209.300293
	Iteration 231Q: 3 clusters Score -3.557079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271264 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -35570752.000000 Penalty: 6209.300293
	Iteration 232Q: 3 clusters Score -3.557075e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271253 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -35570772.000000 Penalty: 6209.300293
	Iteration 233Q: 3 clusters Score -3.557077e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271238 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -35570744.000000 Penalty: 6209.300293
	Iteration 234Q: 3 clusters Score -3.557074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271226 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -35570748.000000 Penalty: 6209.300293
	Iteration 235Q: 3 clusters Score -3.557075e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271213 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -35570744.000000 Penalty: 6209.300293
	Iteration 236Q: 3 clusters Score -3.557074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271201 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -35570740.000000 Penalty: 6209.300293
	Iteration 237Q: 3 clusters Score -3.557074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271193 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -35570728.000000 Penalty: 6209.300293
	Iteration 238Q: 3 clusters Score -3.557073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271186 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -35570708.000000 Penalty: 6209.300293
	Iteration 239Q: 3 clusters Score -3.557071e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271173 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -35570752.000000 Penalty: 6209.300293
	Iteration 240F: 3 clusters Score -3.557075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271173 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -35570740.000000 Penalty: 6209.300293
	Iteration 241Q: 3 clusters Score -3.557074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271168 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -35570720.000000 Penalty: 6209.300293
	Iteration 242Q: 3 clusters Score -3.557072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271165 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -35570720.000000 Penalty: 6209.300293
	Iteration 243Q: 3 clusters Score -3.557072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271162 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -35570720.000000 Penalty: 6209.300293
	Iteration 244Q: 3 clusters Score -3.557072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271158 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -35570708.000000 Penalty: 6209.300293
	Iteration 245Q: 3 clusters Score -3.557071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271153 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -35570692.000000 Penalty: 6209.300293
	Iteration 246Q: 3 clusters Score -3.557069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271150 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -35570708.000000 Penalty: 6209.300293
	Iteration 247Q: 3 clusters Score -3.557071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271145 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -35570720.000000 Penalty: 6209.300293
	Iteration 248Q: 3 clusters Score -3.557072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271141 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -35570732.000000 Penalty: 6209.300293
	Iteration 249Q: 3 clusters Score -3.557073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271136 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -35570720.000000 Penalty: 6209.300293
	Iteration 250Q: 3 clusters Score -3.557072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271133 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -35570712.000000 Penalty: 6209.300293
	Iteration 251Q: 3 clusters Score -3.557071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271135 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -35570688.000000 Penalty: 6209.300293
	Iteration 252Q: 3 clusters Score -3.557069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271135 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -35570696.000000 Penalty: 6209.300293
	Iteration 253Q: 3 clusters Score -3.55707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271132 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -35570704.000000 Penalty: 6209.300293
	Iteration 254Q: 3 clusters Score -3.55707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271131 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -35570704.000000 Penalty: 6209.300293
	Iteration 255Q: 3 clusters Score -3.55707e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271131 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -35570704.000000 Penalty: 6209.300293
	Iteration 256F: 3 clusters Score -3.55707e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Entering Unmasked Estep 
Score: -1652809.000000 Penalty: 2354.216797
	Iteration 0F: 2 clusters Score -1652809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1643199.125000 Penalty: 4708.433594
	Iteration 0F: 3 clusters Score -1643199 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1646261.875000 Penalty: 4708.433594
	Iteration 1F: 3 clusters Score -1646262 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1646753.000000 Penalty: 4708.433594
	Iteration 2F: 3 clusters Score -1646753 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1647162.625000 Penalty: 4708.433594
	Iteration 3F: 3 clusters Score -1647163 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1647529.875000 Penalty: 4708.433594
	Iteration 4F: 3 clusters Score -1647530 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1647875.375000 Penalty: 4708.433594
	Iteration 5F: 3 clusters Score -1647875 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1648195.125000 Penalty: 4708.433594
	Iteration 6Q: 3 clusters Score -1648195 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1648503.000000 Penalty: 4708.433594
	Iteration 7Q: 3 clusters Score -1648503 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1648776.250000 Penalty: 4708.433594
	Iteration 8Q: 3 clusters Score -1648776 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1649009.000000 Penalty: 4708.433594
	Iteration 9Q: 3 clusters Score -1649009 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1649199.000000 Penalty: 4708.433594
	Iteration 10Q: 3 clusters Score -1649199 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1649385.125000 Penalty: 4708.433594
	Iteration 11Q: 3 clusters Score -1649385 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1649543.875000 Penalty: 4708.433594
	Iteration 12Q: 3 clusters Score -1649544 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1649705.625000 Penalty: 4708.433594
	Iteration 13Q: 3 clusters Score -1649706 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1649839.500000 Penalty: 4708.433594
	Iteration 14Q: 3 clusters Score -1649840 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1649967.500000 Penalty: 4708.433594
	Iteration 15Q: 3 clusters Score -1649968 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1650102.125000 Penalty: 4708.433594
	Iteration 16Q: 3 clusters Score -1650102 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1650243.500000 Penalty: 4708.433594
	Iteration 17Q: 3 clusters Score -1650244 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1650406.125000 Penalty: 4708.433594
	Iteration 18Q: 3 clusters Score -1650406 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1650547.500000 Penalty: 4708.433594
	Iteration 19Q: 3 clusters Score -1650548 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1650654.250000 Penalty: 4708.433594
	Iteration 20F: 3 clusters Score -1650654 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1650715.250000 Penalty: 4708.433594
	Iteration 21Q: 3 clusters Score -1650715 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1650756.625000 Penalty: 4708.433594
	Iteration 22Q: 3 clusters Score -1650757 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1650786.500000 Penalty: 4708.433594
	Iteration 23Q: 3 clusters Score -1650786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1650809.750000 Penalty: 4708.433594
	Iteration 24Q: 3 clusters Score -1650810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1650820.125000 Penalty: 4708.433594
	Iteration 25Q: 3 clusters Score -1650820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1650831.500000 Penalty: 4708.433594
	Iteration 26Q: 3 clusters Score -1650832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1650837.250000 Penalty: 4708.433594
	Iteration 27Q: 3 clusters Score -1650837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1650843.625000 Penalty: 4708.433594
	Iteration 28Q: 3 clusters Score -1650844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1650849.500000 Penalty: 4708.433594
	Iteration 29Q: 3 clusters Score -1650850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1650856.625000 Penalty: 4708.433594
	Iteration 30Q: 3 clusters Score -1650857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1650860.250000 Penalty: 4708.433594
	Iteration 31Q: 3 clusters Score -1650860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1650864.375000 Penalty: 4708.433594
	Iteration 32Q: 3 clusters Score -1650864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1650871.000000 Penalty: 4708.433594
	Iteration 33Q: 3 clusters Score -1650871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1650870.250000 Penalty: 4708.433594
	Iteration 34Q: 3 clusters Score -1650870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1650881.000000 Penalty: 4708.433594
	Iteration 35Q: 3 clusters Score -1650881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1650881.500000 Penalty: 4708.433594
	Iteration 36Q: 3 clusters Score -1650882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1650882.375000 Penalty: 4708.433594
	Iteration 37Q: 3 clusters Score -1650882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1650883.875000 Penalty: 4708.433594
	Iteration 38Q: 3 clusters Score -1650884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1650887.875000 Penalty: 4708.433594
	Iteration 39Q: 3 clusters Score -1650888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1650885.750000 Penalty: 4708.433594
	Iteration 40F: 3 clusters Score -1650886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1650885.375000 Penalty: 4708.433594
	Iteration 41Q: 3 clusters Score -1650885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1650886.000000 Penalty: 4708.433594
	Iteration 42Q: 3 clusters Score -1650886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1650888.375000 Penalty: 4708.433594
	Iteration 43Q: 3 clusters Score -1650888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1650888.500000 Penalty: 4708.433594
	Iteration 44Q: 3 clusters Score -1650888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1650888.000000 Penalty: 4708.433594
	Iteration 45Q: 3 clusters Score -1650888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1650889.250000 Penalty: 4708.433594
	Iteration 46Q: 3 clusters Score -1650889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1650890.625000 Penalty: 4708.433594
	Iteration 47Q: 3 clusters Score -1650891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1650890.625000 Penalty: 4708.433594
	Iteration 48F: 3 clusters Score -1650891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -110300.500000 Penalty: 1712.626831
	Iteration 0F: 2 clusters Score -110300.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -108464.406250 Penalty: 3425.253662
	Iteration 0F: 3 clusters Score -108464.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -108960.789062 Penalty: 3425.253662
	Iteration 1F: 3 clusters Score -108960.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -109315.171875 Penalty: 3425.253662
	Iteration 2F: 3 clusters Score -109315.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -109754.234375 Penalty: 3425.253662
	Iteration 3F: 3 clusters Score -109754.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -110123.632812 Penalty: 3425.253662
	Iteration 4F: 3 clusters Score -110123.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -110381.609375 Penalty: 3425.253662
	Iteration 5F: 3 clusters Score -110381.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -110614.664062 Penalty: 3425.253662
	Iteration 6Q: 3 clusters Score -110614.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -111004.109375 Penalty: 3425.253662
	Iteration 7Q: 3 clusters Score -111004.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -111294.906250 Penalty: 3425.253662
	Iteration 8Q: 3 clusters Score -111294.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -111324.812500 Penalty: 3425.253662
	Iteration 9Q: 3 clusters Score -111324.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -111345.585938 Penalty: 3425.253662
	Iteration 10Q: 3 clusters Score -111345.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -111364.312500 Penalty: 3425.253662
	Iteration 11Q: 3 clusters Score -111364.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -111382.039062 Penalty: 3425.253662
	Iteration 12Q: 3 clusters Score -111382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -111395.210938 Penalty: 3425.253662
	Iteration 13Q: 3 clusters Score -111395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -111406.117188 Penalty: 3425.253662
	Iteration 14Q: 3 clusters Score -111406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -111409.375000 Penalty: 3425.253662
	Iteration 15Q: 3 clusters Score -111409.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -111412.140625 Penalty: 3425.253662
	Iteration 16Q: 3 clusters Score -111412.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -111422.593750 Penalty: 3425.253662
	Iteration 17Q: 3 clusters Score -111422.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -111438.914062 Penalty: 3425.253662
	Iteration 18Q: 3 clusters Score -111438.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -111451.664062 Penalty: 3425.253662
	Iteration 19Q: 3 clusters Score -111451.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -111469.109375 Penalty: 3425.253662
	Iteration 20F: 3 clusters Score -111469.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -111483.976562 Penalty: 3425.253662
	Iteration 21Q: 3 clusters Score -111484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -111503.453125 Penalty: 3425.253662
	Iteration 22Q: 3 clusters Score -111503.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -111535.289062 Penalty: 3425.253662
	Iteration 23Q: 3 clusters Score -111535.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -111595.570312 Penalty: 3425.253662
	Iteration 24Q: 3 clusters Score -111595.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -111762.570312 Penalty: 3425.253662
	Iteration 25Q: 3 clusters Score -111762.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -111808.781250 Penalty: 3425.253662
	Iteration 26Q: 3 clusters Score -111808.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -111808.781250 Penalty: 3425.253662
	Iteration 27F: 3 clusters Score -111808.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 14282 members 
Mstep: Class 3 contains 7440 members 
Mstep: Class 4 contains 161947 members 
Mstep: Class 5 contains 273416 members 
Mstep: Class 6 contains 13264 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54753 members 
Mstep: Class 11 contains 7420 members 
Mstep: Class 12 contains 10985 members 
Mstep: Class 13 contains 5635 members 
Mstep: Class 14 contains 36163 members 
Mstep: Class 15 contains 12691 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46661 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12881 members 
Mstep: Class 20 contains 11866 members 
Mstep: Class 21 contains 15033 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 12703 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 644 members 
Entering Unmasked Estep 
Score: -90826896.000000 Penalty: 90278.039062
Splitting cluster 7 changes total score from -90826976.000000 to -90826896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -290602.875000 Penalty: 1920.115723
	Iteration 0F: 2 clusters Score -290602.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -287798.718750 Penalty: 3840.231445
	Iteration 0F: 3 clusters Score -287798.7 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -288303.281250 Penalty: 3840.231445
	Iteration 1F: 3 clusters Score -288303.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -288427.812500 Penalty: 3840.231445
	Iteration 2F: 3 clusters Score -288427.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -288499.281250 Penalty: 3840.231445
	Iteration 3Q: 3 clusters Score -288499.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -288546.062500 Penalty: 3840.231445
	Iteration 4Q: 3 clusters Score -288546.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -288583.781250 Penalty: 3840.231445
	Iteration 5Q: 3 clusters Score -288583.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -288609.656250 Penalty: 3840.231445
	Iteration 6Q: 3 clusters Score -288609.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -288640.187500 Penalty: 3840.231445
	Iteration 7Q: 3 clusters Score -288640.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -288660.656250 Penalty: 3840.231445
	Iteration 8Q: 3 clusters Score -288660.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -288672.656250 Penalty: 3840.231445
	Iteration 9Q: 3 clusters Score -288672.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -288683.281250 Penalty: 3840.231445
	Iteration 10Q: 3 clusters Score -288683.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -288694.812500 Penalty: 3840.231445
	Iteration 11Q: 3 clusters Score -288694.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -288705.500000 Penalty: 3840.231445
	Iteration 12Q: 3 clusters Score -288705.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -288714.812500 Penalty: 3840.231445
	Iteration 13Q: 3 clusters Score -288714.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -288728.156250 Penalty: 3840.231445
	Iteration 14Q: 3 clusters Score -288728.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -288736.812500 Penalty: 3840.231445
	Iteration 15Q: 3 clusters Score -288736.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -288744.000000 Penalty: 3840.231445
	Iteration 16Q: 3 clusters Score -288744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -288751.906250 Penalty: 3840.231445
	Iteration 17Q: 3 clusters Score -288751.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -288754.625000 Penalty: 3840.231445
	Iteration 18Q: 3 clusters Score -288754.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -288758.718750 Penalty: 3840.231445
	Iteration 19Q: 3 clusters Score -288758.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -288761.562500 Penalty: 3840.231445
	Iteration 20F: 3 clusters Score -288761.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -288765.437500 Penalty: 3840.231445
	Iteration 21Q: 3 clusters Score -288765.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -288770.281250 Penalty: 3840.231445
	Iteration 22Q: 3 clusters Score -288770.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -288779.281250 Penalty: 3840.231445
	Iteration 23Q: 3 clusters Score -288779.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -288786.250000 Penalty: 3840.231445
	Iteration 24Q: 3 clusters Score -288786.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -288788.343750 Penalty: 3840.231445
	Iteration 25Q: 3 clusters Score -288788.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -288790.687500 Penalty: 3840.231445
	Iteration 26Q: 3 clusters Score -288790.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -288791.937500 Penalty: 3840.231445
	Iteration 27Q: 3 clusters Score -288791.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -288793.312500 Penalty: 3840.231445
	Iteration 28Q: 3 clusters Score -288793.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -288793.718750 Penalty: 3840.231445
	Iteration 29Q: 3 clusters Score -288793.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -288794.375000 Penalty: 3840.231445
	Iteration 30Q: 3 clusters Score -288794.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -288794.375000 Penalty: 3840.231445
	Iteration 31F: 3 clusters Score -288794.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -289329.031250 Penalty: 1918.387573
	Iteration 0F: 2 clusters Score -289329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -286522.875000 Penalty: 3836.775146
	Iteration 0F: 3 clusters Score -286522.9 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -286961.468750 Penalty: 3836.775146
	Iteration 1F: 3 clusters Score -286961.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -287080.968750 Penalty: 3836.775146
	Iteration 2F: 3 clusters Score -287081 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -287151.187500 Penalty: 3836.775146
	Iteration 3Q: 3 clusters Score -287151.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -287211.218750 Penalty: 3836.775146
	Iteration 4Q: 3 clusters Score -287211.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -287251.812500 Penalty: 3836.775146
	Iteration 5Q: 3 clusters Score -287251.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -287275.968750 Penalty: 3836.775146
	Iteration 6Q: 3 clusters Score -287276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -287294.156250 Penalty: 3836.775146
	Iteration 7Q: 3 clusters Score -287294.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -287308.281250 Penalty: 3836.775146
	Iteration 8Q: 3 clusters Score -287308.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -287321.406250 Penalty: 3836.775146
	Iteration 9Q: 3 clusters Score -287321.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -287332.187500 Penalty: 3836.775146
	Iteration 10Q: 3 clusters Score -287332.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -287342.343750 Penalty: 3836.775146
	Iteration 11Q: 3 clusters Score -287342.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -287349.812500 Penalty: 3836.775146
	Iteration 12Q: 3 clusters Score -287349.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -287355.718750 Penalty: 3836.775146
	Iteration 13Q: 3 clusters Score -287355.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -287359.000000 Penalty: 3836.775146
	Iteration 14Q: 3 clusters Score -287359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -287363.062500 Penalty: 3836.775146
	Iteration 15Q: 3 clusters Score -287363.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -287366.593750 Penalty: 3836.775146
	Iteration 16Q: 3 clusters Score -287366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -287369.031250 Penalty: 3836.775146
	Iteration 17Q: 3 clusters Score -287369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -287373.593750 Penalty: 3836.775146
	Iteration 18Q: 3 clusters Score -287373.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -287375.031250 Penalty: 3836.775146
	Iteration 19Q: 3 clusters Score -287375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -287377.656250 Penalty: 3836.775146
	Iteration 20F: 3 clusters Score -287377.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -287378.343750 Penalty: 3836.775146
	Iteration 21Q: 3 clusters Score -287378.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -287380.656250 Penalty: 3836.775146
	Iteration 22Q: 3 clusters Score -287380.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -287382.625000 Penalty: 3836.775146
	Iteration 23Q: 3 clusters Score -287382.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -287384.843750 Penalty: 3836.775146
	Iteration 24Q: 3 clusters Score -287384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -287387.593750 Penalty: 3836.775146
	Iteration 25Q: 3 clusters Score -287387.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -287390.000000 Penalty: 3836.775146
	Iteration 26Q: 3 clusters Score -287390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -287390.937500 Penalty: 3836.775146
	Iteration 27Q: 3 clusters Score -287390.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -287391.593750 Penalty: 3836.775146
	Iteration 28Q: 3 clusters Score -287391.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -287392.625000 Penalty: 3836.775146
	Iteration 29Q: 3 clusters Score -287392.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -287393.500000 Penalty: 3836.775146
	Iteration 30Q: 3 clusters Score -287393.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -287394.437500 Penalty: 3836.775146
	Iteration 31Q: 3 clusters Score -287394.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -287395.468750 Penalty: 3836.775146
	Iteration 32Q: 3 clusters Score -287395.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -287395.468750 Penalty: 3836.775146
	Iteration 33F: 3 clusters Score -287395.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Entering Unmasked Estep 
Score: -6994549.000000 Penalty: 2705.825684
	Iteration 0F: 2 clusters Score -6994549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -6957734.500000 Penalty: 5411.651367
	Iteration 0F: 3 clusters Score -6957734 nChanged 25281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -6971890.000000 Penalty: 5411.651367
	Iteration 1F: 3 clusters Score -6971890 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -6972591.500000 Penalty: 5411.651367
	Iteration 2Q: 3 clusters Score -6972592 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -6973399.000000 Penalty: 5411.651367
	Iteration 3Q: 3 clusters Score -6973399 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -6974641.500000 Penalty: 5411.651367
	Iteration 4Q: 3 clusters Score -6974642 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -6976555.000000 Penalty: 5411.651367
	Iteration 5F: 3 clusters Score -6976555 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -6979590.000000 Penalty: 5411.651367
	Iteration 6F: 3 clusters Score -6979590 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -6983835.000000 Penalty: 5411.651367
	Iteration 7F: 3 clusters Score -6983835 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -6988129.000000 Penalty: 5411.651367
	Iteration 8F: 3 clusters Score -6988129 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -6990830.500000 Penalty: 5411.651367
	Iteration 9Q: 3 clusters Score -6990830 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -6991756.500000 Penalty: 5411.651367
	Iteration 10Q: 3 clusters Score -6991756 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -6992093.500000 Penalty: 5411.651367
	Iteration 11Q: 3 clusters Score -6992094 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -6992225.500000 Penalty: 5411.651367
	Iteration 12Q: 3 clusters Score -6992226 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -6992275.500000 Penalty: 5411.651367
	Iteration 13Q: 3 clusters Score -6992276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
Score: -6992312.500000 Penalty: 5411.651367
	Iteration 14Q: 3 clusters Score -6992312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -6992328.500000 Penalty: 5411.651367
	Iteration 15Q: 3 clusters Score -6992328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -6992346.500000 Penalty: 5411.651367
	Iteration 16Q: 3 clusters Score -6992346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -6992357.000000 Penalty: 5411.651367
	Iteration 17Q: 3 clusters Score -6992357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -6992359.500000 Penalty: 5411.651367
	Iteration 18Q: 3 clusters Score -6992360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -6992359.500000 Penalty: 5411.651367
	Iteration 19F: 3 clusters Score -6992360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Entering Unmasked Estep 
Score: -967206.437500 Penalty: 2210.159668
	Iteration 0F: 2 clusters Score -967206.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -961219.250000 Penalty: 4420.319336
	Iteration 0F: 3 clusters Score -961219.2 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -962788.000000 Penalty: 4420.319336
	Iteration 1F: 3 clusters Score -962788 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -963018.437500 Penalty: 4420.319336
	Iteration 2F: 3 clusters Score -963018.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -963158.750000 Penalty: 4420.319336
	Iteration 3Q: 3 clusters Score -963158.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -963249.687500 Penalty: 4420.319336
	Iteration 4Q: 3 clusters Score -963249.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -963302.375000 Penalty: 4420.319336
	Iteration 5Q: 3 clusters Score -963302.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -963344.250000 Penalty: 4420.319336
	Iteration 6Q: 3 clusters Score -963344.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -963385.375000 Penalty: 4420.319336
	Iteration 7Q: 3 clusters Score -963385.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -963415.812500 Penalty: 4420.319336
	Iteration 8Q: 3 clusters Score -963415.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -963439.937500 Penalty: 4420.319336
	Iteration 9Q: 3 clusters Score -963439.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -963460.812500 Penalty: 4420.319336
	Iteration 10Q: 3 clusters Score -963460.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -963475.750000 Penalty: 4420.319336
	Iteration 11Q: 3 clusters Score -963475.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -963490.000000 Penalty: 4420.319336
	Iteration 12Q: 3 clusters Score -963490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -963501.062500 Penalty: 4420.319336
	Iteration 13Q: 3 clusters Score -963501.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -963510.125000 Penalty: 4420.319336
	Iteration 14Q: 3 clusters Score -963510.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -963519.937500 Penalty: 4420.319336
	Iteration 15Q: 3 clusters Score -963519.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -963531.000000 Penalty: 4420.319336
	Iteration 16Q: 3 clusters Score -963531 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -963537.312500 Penalty: 4420.319336
	Iteration 17Q: 3 clusters Score -963537.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -963545.000000 Penalty: 4420.319336
	Iteration 18Q: 3 clusters Score -963545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -963554.187500 Penalty: 4420.319336
	Iteration 19Q: 3 clusters Score -963554.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -963564.625000 Penalty: 4420.319336
	Iteration 20F: 3 clusters Score -963564.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -963566.375000 Penalty: 4420.319336
	Iteration 21Q: 3 clusters Score -963566.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -963572.125000 Penalty: 4420.319336
	Iteration 22Q: 3 clusters Score -963572.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -963577.062500 Penalty: 4420.319336
	Iteration 23Q: 3 clusters Score -963577.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -963586.187500 Penalty: 4420.319336
	Iteration 24Q: 3 clusters Score -963586.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -963589.937500 Penalty: 4420.319336
	Iteration 25Q: 3 clusters Score -963589.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -963596.687500 Penalty: 4420.319336
	Iteration 26Q: 3 clusters Score -963596.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -963603.000000 Penalty: 4420.319336
	Iteration 27Q: 3 clusters Score -963603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -963608.875000 Penalty: 4420.319336
	Iteration 28Q: 3 clusters Score -963608.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -963619.125000 Penalty: 4420.319336
	Iteration 29Q: 3 clusters Score -963619.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -963623.062500 Penalty: 4420.319336
	Iteration 30Q: 3 clusters Score -963623.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -963631.625000 Penalty: 4420.319336
	Iteration 31Q: 3 clusters Score -963631.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -963636.750000 Penalty: 4420.319336
	Iteration 32Q: 3 clusters Score -963636.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -963646.000000 Penalty: 4420.319336
	Iteration 33Q: 3 clusters Score -963646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -963657.000000 Penalty: 4420.319336
	Iteration 34Q: 3 clusters Score -963657 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -963674.687500 Penalty: 4420.319336
	Iteration 35Q: 3 clusters Score -963674.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -963695.812500 Penalty: 4420.319336
	Iteration 36Q: 3 clusters Score -963695.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -963720.000000 Penalty: 4420.319336
	Iteration 37Q: 3 clusters Score -963720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -963747.000000 Penalty: 4420.319336
	Iteration 38Q: 3 clusters Score -963747 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -963779.000000 Penalty: 4420.319336
	Iteration 39Q: 3 clusters Score -963779 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -963813.625000 Penalty: 4420.319336
	Iteration 40F: 3 clusters Score -963813.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -963857.375000 Penalty: 4420.319336
	Iteration 41Q: 3 clusters Score -963857.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -963901.812500 Penalty: 4420.319336
	Iteration 42Q: 3 clusters Score -963901.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -963959.750000 Penalty: 4420.319336
	Iteration 43Q: 3 clusters Score -963959.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -964025.750000 Penalty: 4420.319336
	Iteration 44Q: 3 clusters Score -964025.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -964100.062500 Penalty: 4420.319336
	Iteration 45Q: 3 clusters Score -964100.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -964184.250000 Penalty: 4420.319336
	Iteration 46Q: 3 clusters Score -964184.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -964280.750000 Penalty: 4420.319336
	Iteration 47Q: 3 clusters Score -964280.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -964393.750000 Penalty: 4420.319336
	Iteration 48Q: 3 clusters Score -964393.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -964502.625000 Penalty: 4420.319336
	Iteration 49Q: 3 clusters Score -964502.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -964609.687500 Penalty: 4420.319336
	Iteration 50Q: 3 clusters Score -964609.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -964701.875000 Penalty: 4420.319336
	Iteration 51Q: 3 clusters Score -964701.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -964791.375000 Penalty: 4420.319336
	Iteration 52Q: 3 clusters Score -964791.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -964880.937500 Penalty: 4420.319336
	Iteration 53Q: 3 clusters Score -964880.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -964948.875000 Penalty: 4420.319336
	Iteration 54Q: 3 clusters Score -964948.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -965011.312500 Penalty: 4420.319336
	Iteration 55Q: 3 clusters Score -965011.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -965058.062500 Penalty: 4420.319336
	Iteration 56Q: 3 clusters Score -965058.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -965101.437500 Penalty: 4420.319336
	Iteration 57Q: 3 clusters Score -965101.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -965139.812500 Penalty: 4420.319336
	Iteration 58Q: 3 clusters Score -965139.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -965172.062500 Penalty: 4420.319336
	Iteration 59Q: 3 clusters Score -965172.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -965196.687500 Penalty: 4420.319336
	Iteration 60F: 3 clusters Score -965196.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -965209.187500 Penalty: 4420.319336
	Iteration 61Q: 3 clusters Score -965209.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -965221.500000 Penalty: 4420.319336
	Iteration 62Q: 3 clusters Score -965221.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -965230.625000 Penalty: 4420.319336
	Iteration 63Q: 3 clusters Score -965230.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -965242.500000 Penalty: 4420.319336
	Iteration 64Q: 3 clusters Score -965242.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -965253.500000 Penalty: 4420.319336
	Iteration 65Q: 3 clusters Score -965253.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -965259.937500 Penalty: 4420.319336
	Iteration 66Q: 3 clusters Score -965259.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -965263.875000 Penalty: 4420.319336
	Iteration 67Q: 3 clusters Score -965263.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -965265.750000 Penalty: 4420.319336
	Iteration 68Q: 3 clusters Score -965265.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -965267.375000 Penalty: 4420.319336
	Iteration 69Q: 3 clusters Score -965267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -965270.000000 Penalty: 4420.319336
	Iteration 70Q: 3 clusters Score -965270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -965272.000000 Penalty: 4420.319336
	Iteration 71Q: 3 clusters Score -965272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -965274.000000 Penalty: 4420.319336
	Iteration 72Q: 3 clusters Score -965274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -965274.000000 Penalty: 4420.319336
	Iteration 73F: 3 clusters Score -965274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Entering Unmasked Estep 
Score: -1379509.125000 Penalty: 2307.462891
	Iteration 0F: 2 clusters Score -1379509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1371290.375000 Penalty: 4614.925781
	Iteration 0F: 3 clusters Score -1371290 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1373717.500000 Penalty: 4614.925781
	Iteration 1F: 3 clusters Score -1373718 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1374048.250000 Penalty: 4614.925781
	Iteration 2F: 3 clusters Score -1374048 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1374332.875000 Penalty: 4614.925781
	Iteration 3F: 3 clusters Score -1374333 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1374545.000000 Penalty: 4614.925781
	Iteration 4Q: 3 clusters Score -1374545 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1374724.250000 Penalty: 4614.925781
	Iteration 5Q: 3 clusters Score -1374724 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1374886.250000 Penalty: 4614.925781
	Iteration 6Q: 3 clusters Score -1374886 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1375047.500000 Penalty: 4614.925781
	Iteration 7Q: 3 clusters Score -1375048 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1375236.250000 Penalty: 4614.925781
	Iteration 8Q: 3 clusters Score -1375236 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1375435.625000 Penalty: 4614.925781
	Iteration 9Q: 3 clusters Score -1375436 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1375675.000000 Penalty: 4614.925781
	Iteration 10Q: 3 clusters Score -1375675 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1375908.500000 Penalty: 4614.925781
	Iteration 11Q: 3 clusters Score -1375908 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1376141.500000 Penalty: 4614.925781
	Iteration 12Q: 3 clusters Score -1376142 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1376341.375000 Penalty: 4614.925781
	Iteration 13Q: 3 clusters Score -1376341 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1376503.750000 Penalty: 4614.925781
	Iteration 14Q: 3 clusters Score -1376504 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1376638.750000 Penalty: 4614.925781
	Iteration 15Q: 3 clusters Score -1376639 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1376778.000000 Penalty: 4614.925781
	Iteration 16Q: 3 clusters Score -1376778 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1376908.750000 Penalty: 4614.925781
	Iteration 17Q: 3 clusters Score -1376909 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1377024.750000 Penalty: 4614.925781
	Iteration 18Q: 3 clusters Score -1377025 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1377139.375000 Penalty: 4614.925781
	Iteration 19Q: 3 clusters Score -1377139 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1377275.875000 Penalty: 4614.925781
	Iteration 20F: 3 clusters Score -1377276 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1377421.625000 Penalty: 4614.925781
	Iteration 21Q: 3 clusters Score -1377422 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1377579.125000 Penalty: 4614.925781
	Iteration 22Q: 3 clusters Score -1377579 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1377730.750000 Penalty: 4614.925781
	Iteration 23Q: 3 clusters Score -1377731 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1377836.125000 Penalty: 4614.925781
	Iteration 24Q: 3 clusters Score -1377836 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1377898.125000 Penalty: 4614.925781
	Iteration 25Q: 3 clusters Score -1377898 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1377936.375000 Penalty: 4614.925781
	Iteration 26Q: 3 clusters Score -1377936 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1377966.125000 Penalty: 4614.925781
	Iteration 27Q: 3 clusters Score -1377966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1377975.375000 Penalty: 4614.925781
	Iteration 28Q: 3 clusters Score -1377975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1377984.125000 Penalty: 4614.925781
	Iteration 29Q: 3 clusters Score -1377984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1377995.250000 Penalty: 4614.925781
	Iteration 30Q: 3 clusters Score -1377995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1378003.500000 Penalty: 4614.925781
	Iteration 31Q: 3 clusters Score -1378004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1378007.125000 Penalty: 4614.925781
	Iteration 32Q: 3 clusters Score -1378007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1378018.625000 Penalty: 4614.925781
	Iteration 33Q: 3 clusters Score -1378019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1378019.375000 Penalty: 4614.925781
	Iteration 34Q: 3 clusters Score -1378019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1378021.000000 Penalty: 4614.925781
	Iteration 35Q: 3 clusters Score -1378021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1378024.000000 Penalty: 4614.925781
	Iteration 36Q: 3 clusters Score -1378024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1378027.250000 Penalty: 4614.925781
	Iteration 37Q: 3 clusters Score -1378027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1378026.125000 Penalty: 4614.925781
	Iteration 38Q: 3 clusters Score -1378026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1378027.625000 Penalty: 4614.925781
	Iteration 39Q: 3 clusters Score -1378028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1378027.500000 Penalty: 4614.925781
	Iteration 40F: 3 clusters Score -1378028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1378028.875000 Penalty: 4614.925781
	Iteration 41Q: 3 clusters Score -1378029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1378030.500000 Penalty: 4614.925781
	Iteration 42Q: 3 clusters Score -1378030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1378030.375000 Penalty: 4614.925781
	Iteration 43Q: 3 clusters Score -1378030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1378030.250000 Penalty: 4614.925781
	Iteration 44Q: 3 clusters Score -1378030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1378030.250000 Penalty: 4614.925781
	Iteration 45F: 3 clusters Score -1378030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Entering Unmasked Estep 
Score: -737894.750000 Penalty: 2141.914551
	Iteration 0F: 2 clusters Score -737894.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -732924.625000 Penalty: 4283.829102
	Iteration 0F: 3 clusters Score -732924.6 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -734123.875000 Penalty: 4283.829102
	Iteration 1F: 3 clusters Score -734123.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -734361.375000 Penalty: 4283.829102
	Iteration 2F: 3 clusters Score -734361.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -734518.687500 Penalty: 4283.829102
	Iteration 3Q: 3 clusters Score -734518.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -734628.125000 Penalty: 4283.829102
	Iteration 4Q: 3 clusters Score -734628.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -734731.125000 Penalty: 4283.829102
	Iteration 5Q: 3 clusters Score -734731.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -734813.625000 Penalty: 4283.829102
	Iteration 6Q: 3 clusters Score -734813.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -734888.875000 Penalty: 4283.829102
	Iteration 7Q: 3 clusters Score -734888.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -734965.812500 Penalty: 4283.829102
	Iteration 8Q: 3 clusters Score -734965.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -735037.562500 Penalty: 4283.829102
	Iteration 9Q: 3 clusters Score -735037.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -735117.437500 Penalty: 4283.829102
	Iteration 10Q: 3 clusters Score -735117.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -735204.000000 Penalty: 4283.829102
	Iteration 11Q: 3 clusters Score -735204 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -735300.187500 Penalty: 4283.829102
	Iteration 12Q: 3 clusters Score -735300.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -735372.250000 Penalty: 4283.829102
	Iteration 13Q: 3 clusters Score -735372.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -735445.000000 Penalty: 4283.829102
	Iteration 14Q: 3 clusters Score -735445 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -735508.937500 Penalty: 4283.829102
	Iteration 15Q: 3 clusters Score -735508.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -735562.687500 Penalty: 4283.829102
	Iteration 16Q: 3 clusters Score -735562.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -735602.000000 Penalty: 4283.829102
	Iteration 17Q: 3 clusters Score -735602 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -735636.437500 Penalty: 4283.829102
	Iteration 18Q: 3 clusters Score -735636.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -735679.562500 Penalty: 4283.829102
	Iteration 19Q: 3 clusters Score -735679.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -735717.312500 Penalty: 4283.829102
	Iteration 20F: 3 clusters Score -735717.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -735759.812500 Penalty: 4283.829102
	Iteration 21Q: 3 clusters Score -735759.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -735798.687500 Penalty: 4283.829102
	Iteration 22Q: 3 clusters Score -735798.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -735838.625000 Penalty: 4283.829102
	Iteration 23Q: 3 clusters Score -735838.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -735875.125000 Penalty: 4283.829102
	Iteration 24Q: 3 clusters Score -735875.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -735898.500000 Penalty: 4283.829102
	Iteration 25Q: 3 clusters Score -735898.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -735920.250000 Penalty: 4283.829102
	Iteration 26Q: 3 clusters Score -735920.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -735945.687500 Penalty: 4283.829102
	Iteration 27Q: 3 clusters Score -735945.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -735965.812500 Penalty: 4283.829102
	Iteration 28Q: 3 clusters Score -735965.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -735974.937500 Penalty: 4283.829102
	Iteration 29Q: 3 clusters Score -735974.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -735989.000000 Penalty: 4283.829102
	Iteration 30Q: 3 clusters Score -735989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -735997.312500 Penalty: 4283.829102
	Iteration 31Q: 3 clusters Score -735997.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -736010.375000 Penalty: 4283.829102
	Iteration 32Q: 3 clusters Score -736010.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -736020.062500 Penalty: 4283.829102
	Iteration 33Q: 3 clusters Score -736020.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -736024.750000 Penalty: 4283.829102
	Iteration 34Q: 3 clusters Score -736024.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -736027.875000 Penalty: 4283.829102
	Iteration 35Q: 3 clusters Score -736027.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -736031.937500 Penalty: 4283.829102
	Iteration 36Q: 3 clusters Score -736031.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -736036.812500 Penalty: 4283.829102
	Iteration 37Q: 3 clusters Score -736036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -736039.437500 Penalty: 4283.829102
	Iteration 38Q: 3 clusters Score -736039.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -736046.125000 Penalty: 4283.829102
	Iteration 39Q: 3 clusters Score -736046.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -736049.125000 Penalty: 4283.829102
	Iteration 40F: 3 clusters Score -736049.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -736052.062500 Penalty: 4283.829102
	Iteration 41Q: 3 clusters Score -736052.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -736053.500000 Penalty: 4283.829102
	Iteration 42Q: 3 clusters Score -736053.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -736053.812500 Penalty: 4283.829102
	Iteration 43Q: 3 clusters Score -736053.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -736053.812500 Penalty: 4283.829102
	Iteration 44F: 3 clusters Score -736053.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Entering Unmasked Estep 
Score: -4729070.000000 Penalty: 2602.956299
	Iteration 0F: 2 clusters Score -4729070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -4704589.500000 Penalty: 5205.912598
	Iteration 0F: 3 clusters Score -4704590 nChanged 16504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -4713703.500000 Penalty: 5205.912598
	Iteration 1F: 3 clusters Score -4713704 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -4714355.500000 Penalty: 5205.912598
	Iteration 2Q: 3 clusters Score -4714356 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -4715089.500000 Penalty: 5205.912598
	Iteration 3F: 3 clusters Score -4715090 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -4716094.000000 Penalty: 5205.912598
	Iteration 4F: 3 clusters Score -4716094 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -4717376.500000 Penalty: 5205.912598
	Iteration 5F: 3 clusters Score -4717376 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -4718943.500000 Penalty: 5205.912598
	Iteration 6F: 3 clusters Score -4718944 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -4720607.000000 Penalty: 5205.912598
	Iteration 7F: 3 clusters Score -4720607 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -4722261.500000 Penalty: 5205.912598
	Iteration 8F: 3 clusters Score -4722262 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -4723728.500000 Penalty: 5205.912598
	Iteration 9Q: 3 clusters Score -4723728 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -4724824.500000 Penalty: 5205.912598
	Iteration 10Q: 3 clusters Score -4724824 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -4725568.000000 Penalty: 5205.912598
	Iteration 11Q: 3 clusters Score -4725568 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -4726081.500000 Penalty: 5205.912598
	Iteration 12Q: 3 clusters Score -4726082 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -4726360.000000 Penalty: 5205.912598
	Iteration 13Q: 3 clusters Score -4726360 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4726569.500000 Penalty: 5205.912598
	Iteration 14Q: 3 clusters Score -4726570 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4726726.000000 Penalty: 5205.912598
	Iteration 15Q: 3 clusters Score -4726726 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4726841.500000 Penalty: 5205.912598
	Iteration 16Q: 3 clusters Score -4726842 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4726902.500000 Penalty: 5205.912598
	Iteration 17Q: 3 clusters Score -4726902 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4726957.500000 Penalty: 5205.912598
	Iteration 18Q: 3 clusters Score -4726958 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4726986.500000 Penalty: 5205.912598
	Iteration 19Q: 3 clusters Score -4726986 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4727003.500000 Penalty: 5205.912598
	Iteration 20F: 3 clusters Score -4727004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4727031.000000 Penalty: 5205.912598
	Iteration 21Q: 3 clusters Score -4727031 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4727046.000000 Penalty: 5205.912598
	Iteration 22Q: 3 clusters Score -4727046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4727072.500000 Penalty: 5205.912598
	Iteration 23Q: 3 clusters Score -4727072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4727078.500000 Penalty: 5205.912598
	Iteration 24Q: 3 clusters Score -4727078 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4727104.000000 Penalty: 5205.912598
	Iteration 25Q: 3 clusters Score -4727104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4727112.000000 Penalty: 5205.912598
	Iteration 26Q: 3 clusters Score -4727112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4727126.000000 Penalty: 5205.912598
	Iteration 27Q: 3 clusters Score -4727126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4727136.000000 Penalty: 5205.912598
	Iteration 28Q: 3 clusters Score -4727136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4727137.000000 Penalty: 5205.912598
	Iteration 29Q: 3 clusters Score -4727137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4727153.000000 Penalty: 5205.912598
	Iteration 30Q: 3 clusters Score -4727153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4727162.000000 Penalty: 5205.912598
	Iteration 31Q: 3 clusters Score -4727162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4727164.500000 Penalty: 5205.912598
	Iteration 32Q: 3 clusters Score -4727164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4727165.500000 Penalty: 5205.912598
	Iteration 33Q: 3 clusters Score -4727166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4727171.500000 Penalty: 5205.912598
	Iteration 34Q: 3 clusters Score -4727172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4727173.500000 Penalty: 5205.912598
	Iteration 35Q: 3 clusters Score -4727174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4727175.500000 Penalty: 5205.912598
	Iteration 36Q: 3 clusters Score -4727176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4727175.500000 Penalty: 5205.912598
	Iteration 37F: 3 clusters Score -4727176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Entering Unmasked Estep 
Score: -1666831.500000 Penalty: 2343.264893
	Iteration 0F: 2 clusters Score -1666832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1657430.375000 Penalty: 4686.529785
	Iteration 0F: 3 clusters Score -1657430 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1660266.125000 Penalty: 4686.529785
	Iteration 1F: 3 clusters Score -1660266 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1660601.875000 Penalty: 4686.529785
	Iteration 2F: 3 clusters Score -1660602 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1660892.375000 Penalty: 4686.529785
	Iteration 3F: 3 clusters Score -1660892 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1661110.250000 Penalty: 4686.529785
	Iteration 4Q: 3 clusters Score -1661110 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1661282.750000 Penalty: 4686.529785
	Iteration 5Q: 3 clusters Score -1661283 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1661454.250000 Penalty: 4686.529785
	Iteration 6Q: 3 clusters Score -1661454 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1661650.750000 Penalty: 4686.529785
	Iteration 7Q: 3 clusters Score -1661651 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1661881.375000 Penalty: 4686.529785
	Iteration 8Q: 3 clusters Score -1661881 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1662167.875000 Penalty: 4686.529785
	Iteration 9Q: 3 clusters Score -1662168 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1662516.750000 Penalty: 4686.529785
	Iteration 10Q: 3 clusters Score -1662517 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1662928.875000 Penalty: 4686.529785
	Iteration 11Q: 3 clusters Score -1662929 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1663320.000000 Penalty: 4686.529785
	Iteration 12Q: 3 clusters Score -1663320 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1663654.500000 Penalty: 4686.529785
	Iteration 13Q: 3 clusters Score -1663654 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1663933.000000 Penalty: 4686.529785
	Iteration 14Q: 3 clusters Score -1663933 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1664140.750000 Penalty: 4686.529785
	Iteration 15Q: 3 clusters Score -1664141 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1664284.125000 Penalty: 4686.529785
	Iteration 16Q: 3 clusters Score -1664284 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1664402.125000 Penalty: 4686.529785
	Iteration 17Q: 3 clusters Score -1664402 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1664496.625000 Penalty: 4686.529785
	Iteration 18Q: 3 clusters Score -1664497 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1664574.625000 Penalty: 4686.529785
	Iteration 19Q: 3 clusters Score -1664575 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1664646.000000 Penalty: 4686.529785
	Iteration 20F: 3 clusters Score -1664646 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1664695.625000 Penalty: 4686.529785
	Iteration 21Q: 3 clusters Score -1664696 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1664744.750000 Penalty: 4686.529785
	Iteration 22Q: 3 clusters Score -1664745 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1664784.250000 Penalty: 4686.529785
	Iteration 23Q: 3 clusters Score -1664784 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1664810.875000 Penalty: 4686.529785
	Iteration 24Q: 3 clusters Score -1664811 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1664839.125000 Penalty: 4686.529785
	Iteration 25Q: 3 clusters Score -1664839 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1664859.875000 Penalty: 4686.529785
	Iteration 26Q: 3 clusters Score -1664860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1664881.625000 Penalty: 4686.529785
	Iteration 27Q: 3 clusters Score -1664882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1664897.250000 Penalty: 4686.529785
	Iteration 28Q: 3 clusters Score -1664897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1664902.750000 Penalty: 4686.529785
	Iteration 29Q: 3 clusters Score -1664903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1664911.875000 Penalty: 4686.529785
	Iteration 30Q: 3 clusters Score -1664912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1664911.750000 Penalty: 4686.529785
	Iteration 31Q: 3 clusters Score -1664912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1664918.375000 Penalty: 4686.529785
	Iteration 32Q: 3 clusters Score -1664918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1664919.750000 Penalty: 4686.529785
	Iteration 33Q: 3 clusters Score -1664920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1664918.500000 Penalty: 4686.529785
	Iteration 34Q: 3 clusters Score -1664918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1664921.500000 Penalty: 4686.529785
	Iteration 35Q: 3 clusters Score -1664922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1664922.375000 Penalty: 4686.529785
	Iteration 36Q: 3 clusters Score -1664922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1664928.000000 Penalty: 4686.529785
	Iteration 37Q: 3 clusters Score -1664928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1664929.750000 Penalty: 4686.529785
	Iteration 38Q: 3 clusters Score -1664930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1664931.375000 Penalty: 4686.529785
	Iteration 39Q: 3 clusters Score -1664931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1664931.500000 Penalty: 4686.529785
	Iteration 40F: 3 clusters Score -1664932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1664932.125000 Penalty: 4686.529785
	Iteration 41Q: 3 clusters Score -1664932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1664932.125000 Penalty: 4686.529785
	Iteration 42F: 3 clusters Score -1664932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -56933.667969 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -56933.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55427.269531 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -55427.27 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55575.148438 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -55575.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55615.109375 Penalty: 3050.698975
	Iteration 2Q: 3 clusters Score -55615.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55636.421875 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -55636.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55644.078125 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -55644.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55648.160156 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -55648.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55648.160156 Penalty: 3050.698975
	Iteration 6F: 3 clusters Score -55648.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Entering Unmasked Estep 
Score: -5863206.000000 Penalty: 2666.164551
	Iteration 0F: 2 clusters Score -5863206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -5831831.000000 Penalty: 5332.329102
	Iteration 0F: 3 clusters Score -5831831 nChanged 21349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -5843559.500000 Penalty: 5332.329102
	Iteration 1F: 3 clusters Score -5843560 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -5844086.000000 Penalty: 5332.329102
	Iteration 2Q: 3 clusters Score -5844086 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -5844702.000000 Penalty: 5332.329102
	Iteration 3Q: 3 clusters Score -5844702 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -5845370.000000 Penalty: 5332.329102
	Iteration 4Q: 3 clusters Score -5845370 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -5846428.000000 Penalty: 5332.329102
	Iteration 5Q: 3 clusters Score -5846428 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -5847936.500000 Penalty: 5332.329102
	Iteration 6F: 3 clusters Score -5847936 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -5850183.000000 Penalty: 5332.329102
	Iteration 7F: 3 clusters Score -5850183 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -5852802.500000 Penalty: 5332.329102
	Iteration 8F: 3 clusters Score -5852802 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -5855299.000000 Penalty: 5332.329102
	Iteration 9F: 3 clusters Score -5855299 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -5857307.500000 Penalty: 5332.329102
	Iteration 10F: 3 clusters Score -5857308 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5858848.000000 Penalty: 5332.329102
	Iteration 11Q: 3 clusters Score -5858848 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5859796.000000 Penalty: 5332.329102
	Iteration 12Q: 3 clusters Score -5859796 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5860306.000000 Penalty: 5332.329102
	Iteration 13Q: 3 clusters Score -5860306 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5860569.500000 Penalty: 5332.329102
	Iteration 14Q: 3 clusters Score -5860570 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5860713.500000 Penalty: 5332.329102
	Iteration 15Q: 3 clusters Score -5860714 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5860789.500000 Penalty: 5332.329102
	Iteration 16Q: 3 clusters Score -5860790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5860828.500000 Penalty: 5332.329102
	Iteration 17Q: 3 clusters Score -5860828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5860859.500000 Penalty: 5332.329102
	Iteration 18Q: 3 clusters Score -5860860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5860882.000000 Penalty: 5332.329102
	Iteration 19Q: 3 clusters Score -5860882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5860897.000000 Penalty: 5332.329102
	Iteration 20F: 3 clusters Score -5860897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5860913.500000 Penalty: 5332.329102
	Iteration 21Q: 3 clusters Score -5860914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5860924.000000 Penalty: 5332.329102
	Iteration 22Q: 3 clusters Score -5860924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5860938.500000 Penalty: 5332.329102
	Iteration 23Q: 3 clusters Score -5860938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5860940.000000 Penalty: 5332.329102
	Iteration 24Q: 3 clusters Score -5860940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5860940.500000 Penalty: 5332.329102
	Iteration 25Q: 3 clusters Score -5860940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5860942.500000 Penalty: 5332.329102
	Iteration 26Q: 3 clusters Score -5860942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5860942.500000 Penalty: 5332.329102
	Iteration 27Q: 3 clusters Score -5860942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5860945.000000 Penalty: 5332.329102
	Iteration 28Q: 3 clusters Score -5860945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5860945.000000 Penalty: 5332.329102
	Iteration 29F: 3 clusters Score -5860945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -103764.320312 Penalty: 1692.714111
	Iteration 0F: 2 clusters Score -103764.3 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 457 members 
Entering Unmasked Estep 
Score: -101890.843750 Penalty: 3385.428223
	Iteration 0F: 3 clusters Score -101890.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102246.187500 Penalty: 3385.428223
	Iteration 1F: 3 clusters Score -102246.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102437.929688 Penalty: 3385.428223
	Iteration 2F: 3 clusters Score -102437.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102582.835938 Penalty: 3385.428223
	Iteration 3F: 3 clusters Score -102582.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -102681.210938 Penalty: 3385.428223
	Iteration 4Q: 3 clusters Score -102681.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -102772.125000 Penalty: 3385.428223
	Iteration 5Q: 3 clusters Score -102772.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102834.859375 Penalty: 3385.428223
	Iteration 6Q: 3 clusters Score -102834.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -102888.015625 Penalty: 3385.428223
	Iteration 7Q: 3 clusters Score -102888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -102939.296875 Penalty: 3385.428223
	Iteration 8Q: 3 clusters Score -102939.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -102998.695312 Penalty: 3385.428223
	Iteration 9Q: 3 clusters Score -102998.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -103079.453125 Penalty: 3385.428223
	Iteration 10Q: 3 clusters Score -103079.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -103143.500000 Penalty: 3385.428223
	Iteration 11Q: 3 clusters Score -103143.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -103179.718750 Penalty: 3385.428223
	Iteration 12Q: 3 clusters Score -103179.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103216.765625 Penalty: 3385.428223
	Iteration 13Q: 3 clusters Score -103216.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -103266.554688 Penalty: 3385.428223
	Iteration 14Q: 3 clusters Score -103266.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -103335.218750 Penalty: 3385.428223
	Iteration 15Q: 3 clusters Score -103335.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -103500.789062 Penalty: 3385.428223
	Iteration 16Q: 3 clusters Score -103500.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -103605.734375 Penalty: 3385.428223
	Iteration 17Q: 3 clusters Score -103605.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103647.343750 Penalty: 3385.428223
	Iteration 18Q: 3 clusters Score -103647.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -103764.890625 Penalty: 3385.428223
	Iteration 19Q: 3 clusters Score -103764.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -104033.976562 Penalty: 3385.428223
	Iteration 20F: 3 clusters Score -104034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -104302.937500 Penalty: 3385.428223
	Iteration 21Q: 3 clusters Score -104302.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104363.101562 Penalty: 3385.428223
	Iteration 22Q: 3 clusters Score -104363.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104374.812500 Penalty: 3385.428223
	Iteration 23Q: 3 clusters Score -104374.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -104376.296875 Penalty: 3385.428223
	Iteration 24Q: 3 clusters Score -104376.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -104376.296875 Penalty: 3385.428223
	Iteration 25F: 3 clusters Score -104376.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 14282 members 
Mstep: Class 3 contains 7440 members 
Mstep: Class 4 contains 161947 members 
Mstep: Class 5 contains 273416 members 
Mstep: Class 6 contains 13264 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54753 members 
Mstep: Class 11 contains 7420 members 
Mstep: Class 12 contains 10985 members 
Mstep: Class 13 contains 5635 members 
Mstep: Class 14 contains 36163 members 
Mstep: Class 15 contains 12691 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46661 members 
Mstep: Class 18 contains 456 members 
Mstep: Class 19 contains 12881 members 
Mstep: Class 20 contains 11866 members 
Mstep: Class 21 contains 15033 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 12703 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 465 members 
Entering Unmasked Estep 
Score: -90826024.000000 Penalty: 90278.039062
Splitting cluster 18 changes total score from -90826976.000000 to -90826024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (12881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Entering Unmasked Estep 
Score: -1706486.250000 Penalty: 2346.950195
	Iteration 0F: 2 clusters Score -1706486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1696921.500000 Penalty: 4693.900391
	Iteration 0F: 3 clusters Score -1696922 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1699864.875000 Penalty: 4693.900391
	Iteration 1F: 3 clusters Score -1699865 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1700184.875000 Penalty: 4693.900391
	Iteration 2F: 3 clusters Score -1700185 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1700500.000000 Penalty: 4693.900391
	Iteration 3F: 3 clusters Score -1700500 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1700833.125000 Penalty: 4693.900391
	Iteration 4Q: 3 clusters Score -1700833 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1701263.625000 Penalty: 4693.900391
	Iteration 5F: 3 clusters Score -1701264 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1701771.625000 Penalty: 4693.900391
	Iteration 6F: 3 clusters Score -1701772 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1702410.000000 Penalty: 4693.900391
	Iteration 7F: 3 clusters Score -1702410 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1703064.125000 Penalty: 4693.900391
	Iteration 8F: 3 clusters Score -1703064 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1703596.250000 Penalty: 4693.900391
	Iteration 9Q: 3 clusters Score -1703596 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1703908.250000 Penalty: 4693.900391
	Iteration 10Q: 3 clusters Score -1703908 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1704112.875000 Penalty: 4693.900391
	Iteration 11Q: 3 clusters Score -1704113 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1704248.000000 Penalty: 4693.900391
	Iteration 12Q: 3 clusters Score -1704248 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1704319.625000 Penalty: 4693.900391
	Iteration 13Q: 3 clusters Score -1704320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1704348.625000 Penalty: 4693.900391
	Iteration 14Q: 3 clusters Score -1704349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1704369.000000 Penalty: 4693.900391
	Iteration 15Q: 3 clusters Score -1704369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1704378.500000 Penalty: 4693.900391
	Iteration 16Q: 3 clusters Score -1704378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1704386.125000 Penalty: 4693.900391
	Iteration 17Q: 3 clusters Score -1704386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1704396.375000 Penalty: 4693.900391
	Iteration 18Q: 3 clusters Score -1704396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1704400.375000 Penalty: 4693.900391
	Iteration 19Q: 3 clusters Score -1704400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1704400.375000 Penalty: 4693.900391
	Iteration 20F: 3 clusters Score -1704400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Entering Unmasked Estep 
Score: -1419302.625000 Penalty: 2326.595215
	Iteration 0F: 2 clusters Score -1419303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1410423.125000 Penalty: 4653.190430
	Iteration 0F: 3 clusters Score -1410423 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1413242.000000 Penalty: 4653.190430
	Iteration 1F: 3 clusters Score -1413242 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1413697.750000 Penalty: 4653.190430
	Iteration 2F: 3 clusters Score -1413698 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1414019.125000 Penalty: 4653.190430
	Iteration 3F: 3 clusters Score -1414019 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1414312.000000 Penalty: 4653.190430
	Iteration 4F: 3 clusters Score -1414312 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1414586.125000 Penalty: 4653.190430
	Iteration 5Q: 3 clusters Score -1414586 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1414820.000000 Penalty: 4653.190430
	Iteration 6Q: 3 clusters Score -1414820 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1415043.500000 Penalty: 4653.190430
	Iteration 7Q: 3 clusters Score -1415044 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1415243.875000 Penalty: 4653.190430
	Iteration 8Q: 3 clusters Score -1415244 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1415434.875000 Penalty: 4653.190430
	Iteration 9Q: 3 clusters Score -1415435 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1415641.875000 Penalty: 4653.190430
	Iteration 10Q: 3 clusters Score -1415642 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1415833.750000 Penalty: 4653.190430
	Iteration 11Q: 3 clusters Score -1415834 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1416043.750000 Penalty: 4653.190430
	Iteration 12Q: 3 clusters Score -1416044 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1416249.375000 Penalty: 4653.190430
	Iteration 13Q: 3 clusters Score -1416249 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1416419.250000 Penalty: 4653.190430
	Iteration 14Q: 3 clusters Score -1416419 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1416573.375000 Penalty: 4653.190430
	Iteration 15Q: 3 clusters Score -1416573 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1416746.875000 Penalty: 4653.190430
	Iteration 16Q: 3 clusters Score -1416747 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1416910.750000 Penalty: 4653.190430
	Iteration 17Q: 3 clusters Score -1416911 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1417036.125000 Penalty: 4653.190430
	Iteration 18Q: 3 clusters Score -1417036 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1417107.500000 Penalty: 4653.190430
	Iteration 19Q: 3 clusters Score -1417108 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1417166.875000 Penalty: 4653.190430
	Iteration 20F: 3 clusters Score -1417167 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1417210.000000 Penalty: 4653.190430
	Iteration 21Q: 3 clusters Score -1417210 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1417231.625000 Penalty: 4653.190430
	Iteration 22Q: 3 clusters Score -1417232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1417249.500000 Penalty: 4653.190430
	Iteration 23Q: 3 clusters Score -1417250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1417262.500000 Penalty: 4653.190430
	Iteration 24Q: 3 clusters Score -1417262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1417282.375000 Penalty: 4653.190430
	Iteration 25Q: 3 clusters Score -1417282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1417296.250000 Penalty: 4653.190430
	Iteration 26Q: 3 clusters Score -1417296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1417308.000000 Penalty: 4653.190430
	Iteration 27Q: 3 clusters Score -1417308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1417311.250000 Penalty: 4653.190430
	Iteration 28Q: 3 clusters Score -1417311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1417313.875000 Penalty: 4653.190430
	Iteration 29Q: 3 clusters Score -1417314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1417315.375000 Penalty: 4653.190430
	Iteration 30Q: 3 clusters Score -1417315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1417316.125000 Penalty: 4653.190430
	Iteration 31Q: 3 clusters Score -1417316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1417320.625000 Penalty: 4653.190430
	Iteration 32Q: 3 clusters Score -1417321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1417327.625000 Penalty: 4653.190430
	Iteration 33Q: 3 clusters Score -1417328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1417330.875000 Penalty: 4653.190430
	Iteration 34Q: 3 clusters Score -1417331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1417334.750000 Penalty: 4653.190430
	Iteration 35Q: 3 clusters Score -1417335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1417334.125000 Penalty: 4653.190430
	Iteration 36Q: 3 clusters Score -1417334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1417338.500000 Penalty: 4653.190430
	Iteration 37Q: 3 clusters Score -1417338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1417342.125000 Penalty: 4653.190430
	Iteration 38Q: 3 clusters Score -1417342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1417343.250000 Penalty: 4653.190430
	Iteration 39Q: 3 clusters Score -1417343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1417343.125000 Penalty: 4653.190430
	Iteration 40F: 3 clusters Score -1417343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1417346.750000 Penalty: 4653.190430
	Iteration 41Q: 3 clusters Score -1417347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1417345.875000 Penalty: 4653.190430
	Iteration 42Q: 3 clusters Score -1417346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1417345.875000 Penalty: 4653.190430
	Iteration 43F: 3 clusters Score -1417346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Entering Unmasked Estep 
Score: -1930623.375000 Penalty: 2385.264648
	Iteration 0F: 2 clusters Score -1930623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1919724.875000 Penalty: 4770.529297
	Iteration 0F: 3 clusters Score -1919725 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1923198.250000 Penalty: 4770.529297
	Iteration 1F: 3 clusters Score -1923198 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1923584.375000 Penalty: 4770.529297
	Iteration 2F: 3 clusters Score -1923584 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1923896.375000 Penalty: 4770.529297
	Iteration 3F: 3 clusters Score -1923896 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1924194.250000 Penalty: 4770.529297
	Iteration 4Q: 3 clusters Score -1924194 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1924462.375000 Penalty: 4770.529297
	Iteration 5Q: 3 clusters Score -1924462 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1924772.500000 Penalty: 4770.529297
	Iteration 6Q: 3 clusters Score -1924772 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1925093.625000 Penalty: 4770.529297
	Iteration 7Q: 3 clusters Score -1925094 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1925446.375000 Penalty: 4770.529297
	Iteration 8Q: 3 clusters Score -1925446 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1925838.625000 Penalty: 4770.529297
	Iteration 9Q: 3 clusters Score -1925839 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1926293.000000 Penalty: 4770.529297
	Iteration 10Q: 3 clusters Score -1926293 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1926817.750000 Penalty: 4770.529297
	Iteration 11Q: 3 clusters Score -1926818 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1927310.125000 Penalty: 4770.529297
	Iteration 12Q: 3 clusters Score -1927310 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1927709.125000 Penalty: 4770.529297
	Iteration 13Q: 3 clusters Score -1927709 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1928024.375000 Penalty: 4770.529297
	Iteration 14Q: 3 clusters Score -1928024 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1928264.000000 Penalty: 4770.529297
	Iteration 15Q: 3 clusters Score -1928264 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1928406.500000 Penalty: 4770.529297
	Iteration 16Q: 3 clusters Score -1928406 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1928482.625000 Penalty: 4770.529297
	Iteration 17Q: 3 clusters Score -1928483 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1928527.250000 Penalty: 4770.529297
	Iteration 18Q: 3 clusters Score -1928527 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1928551.750000 Penalty: 4770.529297
	Iteration 19Q: 3 clusters Score -1928552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1928568.500000 Penalty: 4770.529297
	Iteration 20F: 3 clusters Score -1928568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1928577.000000 Penalty: 4770.529297
	Iteration 21Q: 3 clusters Score -1928577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1928586.375000 Penalty: 4770.529297
	Iteration 22Q: 3 clusters Score -1928586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1928597.875000 Penalty: 4770.529297
	Iteration 23Q: 3 clusters Score -1928598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1928608.875000 Penalty: 4770.529297
	Iteration 24Q: 3 clusters Score -1928609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1928619.000000 Penalty: 4770.529297
	Iteration 25Q: 3 clusters Score -1928619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1928627.375000 Penalty: 4770.529297
	Iteration 26Q: 3 clusters Score -1928627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1928637.500000 Penalty: 4770.529297
	Iteration 27Q: 3 clusters Score -1928638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1928637.750000 Penalty: 4770.529297
	Iteration 28Q: 3 clusters Score -1928638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1928637.750000 Penalty: 4770.529297
	Iteration 29Q: 3 clusters Score -1928638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1928635.875000 Penalty: 4770.529297
	Iteration 30Q: 3 clusters Score -1928636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1928635.250000 Penalty: 4770.529297
	Iteration 31Q: 3 clusters Score -1928635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1928635.250000 Penalty: 4770.529297
	Iteration 32F: 3 clusters Score -1928635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -43961.332031 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43961.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42540.656250 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -42540.66 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42749.582031 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -42749.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42864.222656 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -42864.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42975.453125 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -42975.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43029.507812 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -43029.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43061.730469 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -43061.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43094.953125 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -43094.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43130.632812 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -43130.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43157.824219 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -43157.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43195.941406 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -43195.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43220.953125 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -43220.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43268.628906 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -43268.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43312.687500 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -43312.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43414.757812 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -43414.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43513.972656 Penalty: 2993.598877
	Iteration 14Q: 3 clusters Score -43513.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43577.675781 Penalty: 2993.598877
	Iteration 15Q: 3 clusters Score -43577.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43638.531250 Penalty: 2993.598877
	Iteration 16Q: 3 clusters Score -43638.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43707.128906 Penalty: 2993.598877
	Iteration 17Q: 3 clusters Score -43707.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43766.144531 Penalty: 2993.598877
	Iteration 18Q: 3 clusters Score -43766.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43828.078125 Penalty: 2993.598877
	Iteration 19Q: 3 clusters Score -43828.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43856.718750 Penalty: 2993.598877
	Iteration 20F: 3 clusters Score -43856.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43893.484375 Penalty: 2993.598877
	Iteration 21Q: 3 clusters Score -43893.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43908.132812 Penalty: 2993.598877
	Iteration 22Q: 3 clusters Score -43908.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43913.945312 Penalty: 2993.598877
	Iteration 23Q: 3 clusters Score -43913.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43913.945312 Penalty: 2993.598877
	Iteration 24F: 3 clusters Score -43913.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Entering Unmasked Estep 
Score: -699785.937500 Penalty: 2139.615479
	Iteration 0F: 2 clusters Score -699785.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -694909.312500 Penalty: 4279.230957
	Iteration 0F: 3 clusters Score -694909.3 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -696095.250000 Penalty: 4279.230957
	Iteration 1F: 3 clusters Score -696095.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -696299.187500 Penalty: 4279.230957
	Iteration 2F: 3 clusters Score -696299.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -696445.562500 Penalty: 4279.230957
	Iteration 3Q: 3 clusters Score -696445.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -696630.812500 Penalty: 4279.230957
	Iteration 4Q: 3 clusters Score -696630.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -696846.125000 Penalty: 4279.230957
	Iteration 5Q: 3 clusters Score -696846.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -697069.062500 Penalty: 4279.230957
	Iteration 6Q: 3 clusters Score -697069.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -697267.250000 Penalty: 4279.230957
	Iteration 7Q: 3 clusters Score -697267.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -697455.937500 Penalty: 4279.230957
	Iteration 8Q: 3 clusters Score -697455.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -697638.375000 Penalty: 4279.230957
	Iteration 9Q: 3 clusters Score -697638.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -697787.375000 Penalty: 4279.230957
	Iteration 10Q: 3 clusters Score -697787.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -697934.187500 Penalty: 4279.230957
	Iteration 11Q: 3 clusters Score -697934.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -698059.937500 Penalty: 4279.230957
	Iteration 12Q: 3 clusters Score -698059.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -698161.187500 Penalty: 4279.230957
	Iteration 13Q: 3 clusters Score -698161.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -698238.250000 Penalty: 4279.230957
	Iteration 14Q: 3 clusters Score -698238.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -698298.000000 Penalty: 4279.230957
	Iteration 15Q: 3 clusters Score -698298 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -698344.125000 Penalty: 4279.230957
	Iteration 16Q: 3 clusters Score -698344.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -698376.000000 Penalty: 4279.230957
	Iteration 17Q: 3 clusters Score -698376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -698402.312500 Penalty: 4279.230957
	Iteration 18Q: 3 clusters Score -698402.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -698419.312500 Penalty: 4279.230957
	Iteration 19Q: 3 clusters Score -698419.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -698435.500000 Penalty: 4279.230957
	Iteration 20F: 3 clusters Score -698435.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -698450.625000 Penalty: 4279.230957
	Iteration 21Q: 3 clusters Score -698450.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -698462.812500 Penalty: 4279.230957
	Iteration 22Q: 3 clusters Score -698462.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -698467.875000 Penalty: 4279.230957
	Iteration 23Q: 3 clusters Score -698467.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -698475.875000 Penalty: 4279.230957
	Iteration 24Q: 3 clusters Score -698475.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -698486.250000 Penalty: 4279.230957
	Iteration 25Q: 3 clusters Score -698486.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -698492.750000 Penalty: 4279.230957
	Iteration 26Q: 3 clusters Score -698492.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -698500.687500 Penalty: 4279.230957
	Iteration 27Q: 3 clusters Score -698500.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -698502.500000 Penalty: 4279.230957
	Iteration 28Q: 3 clusters Score -698502.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -698504.500000 Penalty: 4279.230957
	Iteration 29Q: 3 clusters Score -698504.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -698505.687500 Penalty: 4279.230957
	Iteration 30Q: 3 clusters Score -698505.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -698505.687500 Penalty: 4279.230957
	Iteration 31F: 3 clusters Score -698505.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Entering Unmasked Estep 
Score: -1630887.750000 Penalty: 2343.499268
	Iteration 0F: 2 clusters Score -1630888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1621532.875000 Penalty: 4686.998535
	Iteration 0F: 3 clusters Score -1621533 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1624327.625000 Penalty: 4686.998535
	Iteration 1F: 3 clusters Score -1624328 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1624649.500000 Penalty: 4686.998535
	Iteration 2F: 3 clusters Score -1624650 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1624877.250000 Penalty: 4686.998535
	Iteration 3Q: 3 clusters Score -1624877 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1625054.750000 Penalty: 4686.998535
	Iteration 4Q: 3 clusters Score -1625055 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1625219.875000 Penalty: 4686.998535
	Iteration 5Q: 3 clusters Score -1625220 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1625391.750000 Penalty: 4686.998535
	Iteration 6Q: 3 clusters Score -1625392 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1625575.875000 Penalty: 4686.998535
	Iteration 7Q: 3 clusters Score -1625576 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1625788.750000 Penalty: 4686.998535
	Iteration 8Q: 3 clusters Score -1625789 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1626051.500000 Penalty: 4686.998535
	Iteration 9Q: 3 clusters Score -1626052 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1626341.875000 Penalty: 4686.998535
	Iteration 10Q: 3 clusters Score -1626342 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1626682.250000 Penalty: 4686.998535
	Iteration 11Q: 3 clusters Score -1626682 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1627057.375000 Penalty: 4686.998535
	Iteration 12Q: 3 clusters Score -1627057 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1627424.875000 Penalty: 4686.998535
	Iteration 13Q: 3 clusters Score -1627425 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1627792.875000 Penalty: 4686.998535
	Iteration 14Q: 3 clusters Score -1627793 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1628111.000000 Penalty: 4686.998535
	Iteration 15Q: 3 clusters Score -1628111 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1628337.875000 Penalty: 4686.998535
	Iteration 16Q: 3 clusters Score -1628338 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1628496.625000 Penalty: 4686.998535
	Iteration 17Q: 3 clusters Score -1628497 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1628598.125000 Penalty: 4686.998535
	Iteration 18Q: 3 clusters Score -1628598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1628645.750000 Penalty: 4686.998535
	Iteration 19Q: 3 clusters Score -1628646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1628680.000000 Penalty: 4686.998535
	Iteration 20F: 3 clusters Score -1628680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1628691.875000 Penalty: 4686.998535
	Iteration 21Q: 3 clusters Score -1628692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1628707.125000 Penalty: 4686.998535
	Iteration 22Q: 3 clusters Score -1628707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1628724.000000 Penalty: 4686.998535
	Iteration 23Q: 3 clusters Score -1628724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1628731.750000 Penalty: 4686.998535
	Iteration 24Q: 3 clusters Score -1628732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1628741.625000 Penalty: 4686.998535
	Iteration 25Q: 3 clusters Score -1628742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1628744.250000 Penalty: 4686.998535
	Iteration 26Q: 3 clusters Score -1628744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1628745.500000 Penalty: 4686.998535
	Iteration 27Q: 3 clusters Score -1628746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1628745.750000 Penalty: 4686.998535
	Iteration 28Q: 3 clusters Score -1628746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1628748.125000 Penalty: 4686.998535
	Iteration 29Q: 3 clusters Score -1628748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1628749.875000 Penalty: 4686.998535
	Iteration 30Q: 3 clusters Score -1628750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1628752.875000 Penalty: 4686.998535
	Iteration 31Q: 3 clusters Score -1628753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1628755.125000 Penalty: 4686.998535
	Iteration 32Q: 3 clusters Score -1628755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1628763.625000 Penalty: 4686.998535
	Iteration 33Q: 3 clusters Score -1628764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1628771.125000 Penalty: 4686.998535
	Iteration 34Q: 3 clusters Score -1628771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1628781.000000 Penalty: 4686.998535
	Iteration 35Q: 3 clusters Score -1628781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1628790.875000 Penalty: 4686.998535
	Iteration 36Q: 3 clusters Score -1628791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1628790.500000 Penalty: 4686.998535
	Iteration 37Q: 3 clusters Score -1628790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1628790.500000 Penalty: 4686.998535
	Iteration 38F: 3 clusters Score -1628790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -46883.964844 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -46883.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45453.664062 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -45453.66 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45770.191406 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -45770.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46057.015625 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -46057.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46380.363281 Penalty: 3035.667480
	Iteration 3F: 3 clusters Score -46380.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46554.097656 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -46554.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46720.105469 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -46720.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46790.175781 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -46790.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46854.750000 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -46854.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46889.339844 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -46889.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46892.058594 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -46892.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -46895.785156 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -46895.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46899.132812 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -46899.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -46904.859375 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -46904.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -46904.859375 Penalty: 3035.667480
	Iteration 13F: 3 clusters Score -46904.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 14282 members 
Mstep: Class 3 contains 7440 members 
Mstep: Class 4 contains 161947 members 
Mstep: Class 5 contains 273416 members 
Mstep: Class 6 contains 13264 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54753 members 
Mstep: Class 11 contains 7420 members 
Mstep: Class 12 contains 10985 members 
Mstep: Class 13 contains 5635 members 
Mstep: Class 14 contains 36163 members 
Mstep: Class 15 contains 12691 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46661 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12881 members 
Mstep: Class 20 contains 11866 members 
Mstep: Class 21 contains 15033 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 12703 members 
Mstep: Class 25 contains 135 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 320 members 
Entering Unmasked Estep 
Score: -90825248.000000 Penalty: 90278.039062
Splitting cluster 25 changes total score from -90826976.000000 to -90825248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Entering Unmasked Estep 
Score: -80161.132812 Penalty: 1658.402954
	Iteration 0F: 2 clusters Score -80161.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78453.570312 Penalty: 3316.805908
	Iteration 0F: 3 clusters Score -78453.57 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -78719.523438 Penalty: 3316.805908
	Iteration 1F: 3 clusters Score -78719.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78790.117188 Penalty: 3316.805908
	Iteration 2F: 3 clusters Score -78790.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -78822.289062 Penalty: 3316.805908
	Iteration 3Q: 3 clusters Score -78822.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -78834.531250 Penalty: 3316.805908
	Iteration 4Q: 3 clusters Score -78834.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -78840.468750 Penalty: 3316.805908
	Iteration 5Q: 3 clusters Score -78840.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -78848.609375 Penalty: 3316.805908
	Iteration 6Q: 3 clusters Score -78848.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -78864.726562 Penalty: 3316.805908
	Iteration 7Q: 3 clusters Score -78864.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -78885.304688 Penalty: 3316.805908
	Iteration 8Q: 3 clusters Score -78885.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -78922.992188 Penalty: 3316.805908
	Iteration 9Q: 3 clusters Score -78922.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -78941.328125 Penalty: 3316.805908
	Iteration 10Q: 3 clusters Score -78941.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -78957.640625 Penalty: 3316.805908
	Iteration 11Q: 3 clusters Score -78957.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78964.851562 Penalty: 3316.805908
	Iteration 12Q: 3 clusters Score -78964.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -78973.023438 Penalty: 3316.805908
	Iteration 13Q: 3 clusters Score -78973.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -78974.664062 Penalty: 3316.805908
	Iteration 14Q: 3 clusters Score -78974.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -78976.515625 Penalty: 3316.805908
	Iteration 15Q: 3 clusters Score -78976.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -78981.289062 Penalty: 3316.805908
	Iteration 16Q: 3 clusters Score -78981.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -78982.390625 Penalty: 3316.805908
	Iteration 17Q: 3 clusters Score -78982.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -78982.390625 Penalty: 3316.805908
	Iteration 18F: 3 clusters Score -78982.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 14282 members 
Mstep: Class 3 contains 7440 members 
Mstep: Class 4 contains 161947 members 
Mstep: Class 5 contains 273416 members 
Mstep: Class 6 contains 13264 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54753 members 
Mstep: Class 11 contains 7420 members 
Mstep: Class 12 contains 10985 members 
Mstep: Class 13 contains 5635 members 
Mstep: Class 14 contains 36163 members 
Mstep: Class 15 contains 12691 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46661 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12881 members 
Mstep: Class 20 contains 11866 members 
Mstep: Class 21 contains 15033 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 12703 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827032.000000 Penalty: 86934.414062
Iteration 119Q: 27 clusters Score -9.082703e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 14282 members 
Mstep: Class 3 contains 7437 members 
Mstep: Class 4 contains 161969 members 
Mstep: Class 5 contains 273390 members 
Mstep: Class 6 contains 13266 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54748 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 10983 members 
Mstep: Class 13 contains 5635 members 
Mstep: Class 14 contains 36165 members 
Mstep: Class 15 contains 12694 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46660 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12881 members 
Mstep: Class 20 contains 11870 members 
Mstep: Class 21 contains 15030 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 12702 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826920.000000 Penalty: 86934.414062
Iteration 120F: 27 clusters Score -9.082692e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 14285 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 161988 members 
Mstep: Class 5 contains 273363 members 
Mstep: Class 6 contains 13263 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54753 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 12 contains 10983 members 
Mstep: Class 13 contains 5635 members 
Mstep: Class 14 contains 36165 members 
Mstep: Class 15 contains 12698 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46659 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12881 members 
Mstep: Class 20 contains 11869 members 
Mstep: Class 21 contains 15027 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 12702 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826952.000000 Penalty: 86934.414062
Iteration 121Q: 27 clusters Score -9.082695e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 14285 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 162002 members 
Mstep: Class 5 contains 273346 members 
Mstep: Class 6 contains 13264 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54753 members 
Mstep: Class 11 contains 7399 members 
Mstep: Class 12 contains 10979 members 
Mstep: Class 13 contains 5635 members 
Mstep: Class 14 contains 36168 members 
Mstep: Class 15 contains 12697 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46645 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12882 members 
Mstep: Class 20 contains 11875 members 
Mstep: Class 21 contains 15022 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 12701 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827008.000000 Penalty: 86934.414062
Iteration 122Q: 27 clusters Score -9.082701e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 14287 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 162018 members 
Mstep: Class 5 contains 273327 members 
Mstep: Class 6 contains 13262 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54757 members 
Mstep: Class 11 contains 7390 members 
Mstep: Class 12 contains 10980 members 
Mstep: Class 13 contains 5635 members 
Mstep: Class 14 contains 36172 members 
Mstep: Class 15 contains 12695 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46626 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12882 members 
Mstep: Class 20 contains 11878 members 
Mstep: Class 21 contains 15016 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 12700 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827080.000000 Penalty: 86934.414062
Iteration 123Q: 27 clusters Score -9.082708e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 14289 members 
Mstep: Class 3 contains 7412 members 
Mstep: Class 4 contains 162037 members 
Mstep: Class 5 contains 273298 members 
Mstep: Class 6 contains 13261 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54763 members 
Mstep: Class 11 contains 7382 members 
Mstep: Class 12 contains 10981 members 
Mstep: Class 13 contains 5635 members 
Mstep: Class 14 contains 36176 members 
Mstep: Class 15 contains 12697 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46614 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12884 members 
Mstep: Class 20 contains 11881 members 
Mstep: Class 21 contains 15009 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 12700 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826920.000000 Penalty: 86934.414062
Iteration 124Q: 27 clusters Score -9.082692e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 14291 members 
Mstep: Class 3 contains 7401 members 
Mstep: Class 4 contains 162054 members 
Mstep: Class 5 contains 273280 members 
Mstep: Class 6 contains 13261 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54761 members 
Mstep: Class 11 contains 7377 members 
Mstep: Class 12 contains 10982 members 
Mstep: Class 13 contains 5634 members 
Mstep: Class 14 contains 36176 members 
Mstep: Class 15 contains 12697 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46601 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12889 members 
Mstep: Class 20 contains 11885 members 
Mstep: Class 21 contains 15006 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 12700 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827000.000000 Penalty: 86934.414062
Iteration 125Q: 27 clusters Score -9.0827e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 14293 members 
Mstep: Class 3 contains 7397 members 
Mstep: Class 4 contains 162068 members 
Mstep: Class 5 contains 273269 members 
Mstep: Class 6 contains 13263 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54764 members 
Mstep: Class 11 contains 7363 members 
Mstep: Class 12 contains 10982 members 
Mstep: Class 13 contains 5634 members 
Mstep: Class 14 contains 36179 members 
Mstep: Class 15 contains 12697 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46590 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12892 members 
Mstep: Class 20 contains 11887 members 
Mstep: Class 21 contains 15000 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 12700 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827048.000000 Penalty: 86934.414062
Iteration 126Q: 27 clusters Score -9.082705e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 14295 members 
Mstep: Class 3 contains 7392 members 
Mstep: Class 4 contains 162065 members 
Mstep: Class 5 contains 273261 members 
Mstep: Class 6 contains 13263 members 
Mstep: Class 7 contains 998 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54770 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 10982 members 
Mstep: Class 13 contains 5634 members 
Mstep: Class 14 contains 36182 members 
Mstep: Class 15 contains 12701 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46576 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12894 members 
Mstep: Class 20 contains 11888 members 
Mstep: Class 21 contains 14998 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5584 members 
Mstep: Class 24 contains 12700 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827096.000000 Penalty: 86934.414062
Iteration 127Q: 27 clusters Score -9.08271e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 14296 members 
Mstep: Class 3 contains 7376 members 
Mstep: Class 4 contains 162072 members 
Mstep: Class 5 contains 273247 members 
Mstep: Class 6 contains 13263 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54769 members 
Mstep: Class 11 contains 7349 members 
Mstep: Class 12 contains 10981 members 
Mstep: Class 13 contains 5634 members 
Mstep: Class 14 contains 36188 members 
Mstep: Class 15 contains 12703 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46564 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12895 members 
Mstep: Class 20 contains 11892 members 
Mstep: Class 21 contains 14994 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 12700 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827096.000000 Penalty: 86934.414062
Iteration 128Q: 27 clusters Score -9.08271e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 14296 members 
Mstep: Class 3 contains 7362 members 
Mstep: Class 4 contains 162077 members 
Mstep: Class 5 contains 273238 members 
Mstep: Class 6 contains 13259 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54768 members 
Mstep: Class 11 contains 7340 members 
Mstep: Class 12 contains 10981 members 
Mstep: Class 13 contains 5634 members 
Mstep: Class 14 contains 36190 members 
Mstep: Class 15 contains 12705 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46568 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12897 members 
Mstep: Class 20 contains 11892 members 
Mstep: Class 21 contains 14985 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 12700 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827080.000000 Penalty: 86934.414062
Iteration 129Q: 27 clusters Score -9.082708e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 14297 members 
Mstep: Class 3 contains 7352 members 
Mstep: Class 4 contains 162085 members 
Mstep: Class 5 contains 273223 members 
Mstep: Class 6 contains 13255 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54768 members 
Mstep: Class 11 contains 7332 members 
Mstep: Class 12 contains 10980 members 
Mstep: Class 13 contains 5634 members 
Mstep: Class 14 contains 36198 members 
Mstep: Class 15 contains 12709 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46561 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12898 members 
Mstep: Class 20 contains 11896 members 
Mstep: Class 21 contains 14979 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 12700 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827152.000000 Penalty: 86934.414062
Iteration 130Q: 27 clusters Score -9.082715e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 14299 members 
Mstep: Class 3 contains 7343 members 
Mstep: Class 4 contains 162086 members 
Mstep: Class 5 contains 273222 members 
Mstep: Class 6 contains 13257 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54764 members 
Mstep: Class 11 contains 7326 members 
Mstep: Class 12 contains 10980 members 
Mstep: Class 13 contains 5634 members 
Mstep: Class 14 contains 36204 members 
Mstep: Class 15 contains 12711 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46550 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12898 members 
Mstep: Class 20 contains 11898 members 
Mstep: Class 21 contains 14978 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 12700 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827096.000000 Penalty: 86934.414062
Iteration 131Q: 27 clusters Score -9.08271e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 14300 members 
Mstep: Class 3 contains 7335 members 
Mstep: Class 4 contains 162077 members 
Mstep: Class 5 contains 273227 members 
Mstep: Class 6 contains 13258 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54760 members 
Mstep: Class 11 contains 7319 members 
Mstep: Class 12 contains 10978 members 
Mstep: Class 13 contains 5634 members 
Mstep: Class 14 contains 36210 members 
Mstep: Class 15 contains 12713 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46548 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12898 members 
Mstep: Class 20 contains 11901 members 
Mstep: Class 21 contains 14974 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 12700 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826936.000000 Penalty: 86934.414062
Iteration 132Q: 27 clusters Score -9.082694e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 14300 members 
Mstep: Class 3 contains 7332 members 
Mstep: Class 4 contains 162067 members 
Mstep: Class 5 contains 273233 members 
Mstep: Class 6 contains 13260 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54757 members 
Mstep: Class 11 contains 7313 members 
Mstep: Class 12 contains 10976 members 
Mstep: Class 13 contains 5634 members 
Mstep: Class 14 contains 36213 members 
Mstep: Class 15 contains 12716 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46547 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12898 members 
Mstep: Class 20 contains 11900 members 
Mstep: Class 21 contains 14970 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 12700 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827016.000000 Penalty: 86934.414062
Iteration 133Q: 27 clusters Score -9.082702e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 14301 members 
Mstep: Class 3 contains 7327 members 
Mstep: Class 4 contains 162060 members 
Mstep: Class 5 contains 273237 members 
Mstep: Class 6 contains 13259 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54756 members 
Mstep: Class 11 contains 7310 members 
Mstep: Class 12 contains 10976 members 
Mstep: Class 13 contains 5634 members 
Mstep: Class 14 contains 36215 members 
Mstep: Class 15 contains 12719 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46535 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12898 members 
Mstep: Class 20 contains 11903 members 
Mstep: Class 21 contains 14968 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 12701 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826976.000000 Penalty: 86934.414062
Iteration 134Q: 27 clusters Score -9.082698e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 14300 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 162052 members 
Mstep: Class 5 contains 273241 members 
Mstep: Class 6 contains 13256 members 
Mstep: Class 7 contains 1000 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54753 members 
Mstep: Class 11 contains 7304 members 
Mstep: Class 12 contains 10975 members 
Mstep: Class 13 contains 5634 members 
Mstep: Class 14 contains 36221 members 
Mstep: Class 15 contains 12723 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46520 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12901 members 
Mstep: Class 20 contains 11907 members 
Mstep: Class 21 contains 14963 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 12701 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827016.000000 Penalty: 86934.414062
Iteration 135Q: 27 clusters Score -9.082702e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 14298 members 
Mstep: Class 3 contains 7309 members 
Mstep: Class 4 contains 162050 members 
Mstep: Class 5 contains 273244 members 
Mstep: Class 6 contains 13256 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54754 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 10975 members 
Mstep: Class 13 contains 5634 members 
Mstep: Class 14 contains 36219 members 
Mstep: Class 15 contains 12724 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46511 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12901 members 
Mstep: Class 20 contains 11912 members 
Mstep: Class 21 contains 14958 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 12702 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827008.000000 Penalty: 86934.414062
Iteration 136Q: 27 clusters Score -9.082701e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 14297 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 162058 members 
Mstep: Class 5 contains 273239 members 
Mstep: Class 6 contains 13260 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54754 members 
Mstep: Class 11 contains 7295 members 
Mstep: Class 12 contains 10974 members 
Mstep: Class 13 contains 5633 members 
Mstep: Class 14 contains 36217 members 
Mstep: Class 15 contains 12725 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46497 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12901 members 
Mstep: Class 20 contains 11917 members 
Mstep: Class 21 contains 14953 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 12702 members 
Mstep: Class 25 contains 455 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826928.000000 Penalty: 86934.414062
Iteration 137Q: 27 clusters Score -9.082693e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 14296 members 
Mstep: Class 3 contains 7287 members 
Mstep: Class 4 contains 162057 members 
Mstep: Class 5 contains 273244 members 
Mstep: Class 6 contains 13263 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54756 members 
Mstep: Class 11 contains 7284 members 
Mstep: Class 12 contains 10973 members 
Mstep: Class 13 contains 5633 members 
Mstep: Class 14 contains 36215 members 
Mstep: Class 15 contains 12726 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46487 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12902 members 
Mstep: Class 20 contains 11916 members 
Mstep: Class 21 contains 14952 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 12702 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826840.000000 Penalty: 86934.414062
Iteration 138Q: 27 clusters Score -9.082684e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 14297 members 
Mstep: Class 3 contains 7276 members 
Mstep: Class 4 contains 162050 members 
Mstep: Class 5 contains 273249 members 
Mstep: Class 6 contains 13265 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 54760 members 
Mstep: Class 11 contains 7275 members 
Mstep: Class 12 contains 10972 members 
Mstep: Class 13 contains 5633 members 
Mstep: Class 14 contains 36217 members 
Mstep: Class 15 contains 12724 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46475 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 12903 members 
Mstep: Class 20 contains 11914 members 
Mstep: Class 21 contains 14951 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 12701 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827024.000000 Penalty: 86934.414062
Iteration 139Q: 27 clusters Score -9.082702e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 14296 members 
Mstep: Class 3 contains 7269 members 
Mstep: Class 4 contains 162041 members 
Mstep: Class 5 contains 273263 members 
Mstep: Class 6 contains 13261 members 
Mstep: Class 7 contains 1001 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54762 members 
Mstep: Class 11 contains 7262 members 
Mstep: Class 12 contains 10971 members 
Mstep: Class 13 contains 5633 members 
Mstep: Class 14 contains 36217 members 
Mstep: Class 15 contains 12721 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46470 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 12903 members 
Mstep: Class 20 contains 11922 members 
Mstep: Class 21 contains 14945 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 12696 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827112.000000 Penalty: 86934.414062
Iteration 140F: 27 clusters Score -9.082711e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 14296 members 
Mstep: Class 3 contains 7255 members 
Mstep: Class 4 contains 162039 members 
Mstep: Class 5 contains 273259 members 
Mstep: Class 6 contains 13267 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54773 members 
Mstep: Class 11 contains 7245 members 
Mstep: Class 12 contains 10970 members 
Mstep: Class 13 contains 5633 members 
Mstep: Class 14 contains 36212 members 
Mstep: Class 15 contains 12725 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46460 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 12903 members 
Mstep: Class 20 contains 11927 members 
Mstep: Class 21 contains 14943 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 12695 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827136.000000 Penalty: 86934.414062
Iteration 141Q: 27 clusters Score -9.082714e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 14295 members 
Mstep: Class 3 contains 7249 members 
Mstep: Class 4 contains 162032 members 
Mstep: Class 5 contains 273269 members 
Mstep: Class 6 contains 13268 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54779 members 
Mstep: Class 11 contains 7227 members 
Mstep: Class 12 contains 10969 members 
Mstep: Class 13 contains 5633 members 
Mstep: Class 14 contains 36213 members 
Mstep: Class 15 contains 12724 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46458 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 12903 members 
Mstep: Class 20 contains 11927 members 
Mstep: Class 21 contains 14942 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 12695 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827208.000000 Penalty: 86934.414062
Iteration 142Q: 27 clusters Score -9.082721e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 14297 members 
Mstep: Class 3 contains 7240 members 
Mstep: Class 4 contains 162023 members 
Mstep: Class 5 contains 273278 members 
Mstep: Class 6 contains 13271 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54781 members 
Mstep: Class 11 contains 7215 members 
Mstep: Class 12 contains 10969 members 
Mstep: Class 13 contains 5633 members 
Mstep: Class 14 contains 36209 members 
Mstep: Class 15 contains 12724 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46449 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 12907 members 
Mstep: Class 20 contains 11928 members 
Mstep: Class 21 contains 14942 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 12695 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827192.000000 Penalty: 86934.414062
Iteration 143Q: 27 clusters Score -9.082719e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 14298 members 
Mstep: Class 3 contains 7233 members 
Mstep: Class 4 contains 162016 members 
Mstep: Class 5 contains 273294 members 
Mstep: Class 6 contains 13270 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54780 members 
Mstep: Class 11 contains 7204 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 5632 members 
Mstep: Class 14 contains 36207 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46437 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 12910 members 
Mstep: Class 20 contains 11933 members 
Mstep: Class 21 contains 14942 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 12693 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827144.000000 Penalty: 86934.414062
Iteration 144Q: 27 clusters Score -9.082714e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 14300 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 162009 members 
Mstep: Class 5 contains 273302 members 
Mstep: Class 6 contains 13271 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54776 members 
Mstep: Class 11 contains 7198 members 
Mstep: Class 12 contains 10966 members 
Mstep: Class 13 contains 5630 members 
Mstep: Class 14 contains 36208 members 
Mstep: Class 15 contains 12731 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46423 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 12914 members 
Mstep: Class 20 contains 11937 members 
Mstep: Class 21 contains 14941 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 12694 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827232.000000 Penalty: 86934.414062
Iteration 145Q: 27 clusters Score -9.082723e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 14302 members 
Mstep: Class 3 contains 7212 members 
Mstep: Class 4 contains 162002 members 
Mstep: Class 5 contains 273322 members 
Mstep: Class 6 contains 13275 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54772 members 
Mstep: Class 11 contains 7185 members 
Mstep: Class 12 contains 10966 members 
Mstep: Class 13 contains 5631 members 
Mstep: Class 14 contains 36207 members 
Mstep: Class 15 contains 12731 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46413 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 12915 members 
Mstep: Class 20 contains 11936 members 
Mstep: Class 21 contains 14942 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 12693 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827184.000000 Penalty: 86934.414062
Iteration 146Q: 27 clusters Score -9.082718e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 14304 members 
Mstep: Class 3 contains 7200 members 
Mstep: Class 4 contains 162001 members 
Mstep: Class 5 contains 273322 members 
Mstep: Class 6 contains 13279 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54773 members 
Mstep: Class 11 contains 7176 members 
Mstep: Class 12 contains 10966 members 
Mstep: Class 13 contains 5632 members 
Mstep: Class 14 contains 36203 members 
Mstep: Class 15 contains 12731 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46407 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 12918 members 
Mstep: Class 20 contains 11939 members 
Mstep: Class 21 contains 14941 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 12691 members 
Mstep: Class 25 contains 456 members 
Mstep: Class 26 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827232.000000 Penalty: 86934.414062
Iteration 147Q: 27 clusters Score -9.082723e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 14308 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 4 contains 161992 members 
Mstep: Class 5 contains 273334 members 
Mstep: Class 6 contains 13283 members 
Mstep: Class 7 contains 1004 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54773 members 
Mstep: Class 11 contains 7165 members 
Mstep: Class 12 contains 10966 members 
Mstep: Class 13 contains 5632 members 
Mstep: Class 14 contains 36201 members 
Mstep: Class 15 contains 12733 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46397 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 12919 members 
Mstep: Class 20 contains 11943 members 
Mstep: Class 21 contains 14939 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 12687 members 
Mstep: Class 25 contains 457 members 
Mstep: Class 26 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827280.000000 Penalty: 86934.414062
Iteration 148Q: 27 clusters Score -9.082728e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 14306 members 
Mstep: Class 3 contains 7183 members 
Mstep: Class 4 contains 161979 members 
Mstep: Class 5 contains 273346 members 
Mstep: Class 6 contains 13282 members 
Mstep: Class 7 contains 1004 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54768 members 
Mstep: Class 11 contains 7161 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 5632 members 
Mstep: Class 14 contains 36205 members 
Mstep: Class 15 contains 12735 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46389 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12923 members 
Mstep: Class 20 contains 11949 members 
Mstep: Class 21 contains 14936 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 12685 members 
Mstep: Class 25 contains 458 members 
Mstep: Class 26 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827280.000000 Penalty: 86934.414062
Iteration 149Q: 27 clusters Score -9.082728e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 14308 members 
Mstep: Class 3 contains 7177 members 
Mstep: Class 4 contains 161976 members 
Mstep: Class 5 contains 273353 members 
Mstep: Class 6 contains 13282 members 
Mstep: Class 7 contains 1004 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54764 members 
Mstep: Class 11 contains 7155 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 5632 members 
Mstep: Class 14 contains 36207 members 
Mstep: Class 15 contains 12735 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46373 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12926 members 
Mstep: Class 20 contains 11954 members 
Mstep: Class 21 contains 14930 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 12685 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827360.000000 Penalty: 86934.414062
Iteration 150Q: 27 clusters Score -9.082736e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 14307 members 
Mstep: Class 3 contains 7162 members 
Mstep: Class 4 contains 161983 members 
Mstep: Class 5 contains 273347 members 
Mstep: Class 6 contains 13284 members 
Mstep: Class 7 contains 1004 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54762 members 
Mstep: Class 11 contains 7147 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 5632 members 
Mstep: Class 14 contains 36209 members 
Mstep: Class 15 contains 12734 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 46362 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12931 members 
Mstep: Class 20 contains 11960 members 
Mstep: Class 21 contains 14923 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5590 members 
Mstep: Class 24 contains 12684 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827288.000000 Penalty: 86934.414062
Iteration 151Q: 27 clusters Score -9.082729e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 14306 members 
Mstep: Class 3 contains 7143 members 
Mstep: Class 4 contains 161989 members 
Mstep: Class 5 contains 273351 members 
Mstep: Class 6 contains 13285 members 
Mstep: Class 7 contains 1004 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54770 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 10967 members 
Mstep: Class 13 contains 5632 members 
Mstep: Class 14 contains 36208 members 
Mstep: Class 15 contains 12735 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46341 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12935 members 
Mstep: Class 20 contains 11966 members 
Mstep: Class 21 contains 14921 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5590 members 
Mstep: Class 24 contains 12684 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827304.000000 Penalty: 86934.414062
Iteration 152Q: 27 clusters Score -9.08273e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 14306 members 
Mstep: Class 3 contains 7136 members 
Mstep: Class 4 contains 161989 members 
Mstep: Class 5 contains 273365 members 
Mstep: Class 6 contains 13284 members 
Mstep: Class 7 contains 1004 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54773 members 
Mstep: Class 11 contains 7114 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 5632 members 
Mstep: Class 14 contains 36206 members 
Mstep: Class 15 contains 12738 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46320 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12935 members 
Mstep: Class 20 contains 11971 members 
Mstep: Class 21 contains 14914 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5590 members 
Mstep: Class 24 contains 12682 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827288.000000 Penalty: 86934.414062
Iteration 153Q: 27 clusters Score -9.082729e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 14307 members 
Mstep: Class 3 contains 7128 members 
Mstep: Class 4 contains 161993 members 
Mstep: Class 5 contains 273377 members 
Mstep: Class 6 contains 13284 members 
Mstep: Class 7 contains 1004 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54773 members 
Mstep: Class 11 contains 7095 members 
Mstep: Class 12 contains 10969 members 
Mstep: Class 13 contains 5632 members 
Mstep: Class 14 contains 36208 members 
Mstep: Class 15 contains 12740 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46308 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12937 members 
Mstep: Class 20 contains 11975 members 
Mstep: Class 21 contains 14906 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5590 members 
Mstep: Class 24 contains 12680 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827400.000000 Penalty: 86934.414062
Iteration 154Q: 27 clusters Score -9.08274e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 14310 members 
Mstep: Class 3 contains 7123 members 
Mstep: Class 4 contains 161999 members 
Mstep: Class 5 contains 273383 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 1004 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 54773 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 10970 members 
Mstep: Class 13 contains 5631 members 
Mstep: Class 14 contains 36207 members 
Mstep: Class 15 contains 12742 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46304 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12937 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 14895 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5591 members 
Mstep: Class 24 contains 12678 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827424.000000 Penalty: 86934.414062
Iteration 155Q: 27 clusters Score -9.082742e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 14311 members 
Mstep: Class 3 contains 7117 members 
Mstep: Class 4 contains 162000 members 
Mstep: Class 5 contains 273402 members 
Mstep: Class 6 contains 13287 members 
Mstep: Class 7 contains 1004 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 54772 members 
Mstep: Class 11 contains 7051 members 
Mstep: Class 12 contains 10970 members 
Mstep: Class 13 contains 5630 members 
Mstep: Class 14 contains 36203 members 
Mstep: Class 15 contains 12743 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46303 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12940 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 14888 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5592 members 
Mstep: Class 24 contains 12677 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827352.000000 Penalty: 86934.414062
Iteration 156Q: 27 clusters Score -9.082735e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 14311 members 
Mstep: Class 3 contains 7111 members 
Mstep: Class 4 contains 161986 members 
Mstep: Class 5 contains 273424 members 
Mstep: Class 6 contains 13285 members 
Mstep: Class 7 contains 1004 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 54767 members 
Mstep: Class 11 contains 7038 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 5630 members 
Mstep: Class 14 contains 36203 members 
Mstep: Class 15 contains 12741 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46300 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12947 members 
Mstep: Class 20 contains 11987 members 
Mstep: Class 21 contains 14880 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5595 members 
Mstep: Class 24 contains 12677 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827296.000000 Penalty: 86934.414062
Iteration 157Q: 27 clusters Score -9.08273e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 14310 members 
Mstep: Class 3 contains 7102 members 
Mstep: Class 4 contains 161989 members 
Mstep: Class 5 contains 273427 members 
Mstep: Class 6 contains 13285 members 
Mstep: Class 7 contains 1004 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 54758 members 
Mstep: Class 11 contains 7029 members 
Mstep: Class 12 contains 10971 members 
Mstep: Class 13 contains 5629 members 
Mstep: Class 14 contains 36208 members 
Mstep: Class 15 contains 12740 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46296 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12951 members 
Mstep: Class 20 contains 11989 members 
Mstep: Class 21 contains 14874 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 12677 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827392.000000 Penalty: 86934.414062
Iteration 158Q: 27 clusters Score -9.082739e+07 nChanged 131
Entering ConstructFrom: 
Score: -90827392.000000 Penalty: 86934.414062
Entering ConstructFrom: 
Trying to split cluster 1 (6176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Entering Unmasked Estep 
Score: -725000.312500 Penalty: 2164.649658
	Iteration 0F: 2 clusters Score -725000.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -719707.375000 Penalty: 4329.299316
	Iteration 0F: 3 clusters Score -719707.4 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -721162.375000 Penalty: 4329.299316
	Iteration 1F: 3 clusters Score -721162.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -721440.375000 Penalty: 4329.299316
	Iteration 2F: 3 clusters Score -721440.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -721648.250000 Penalty: 4329.299316
	Iteration 3F: 3 clusters Score -721648.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -721833.250000 Penalty: 4329.299316
	Iteration 4Q: 3 clusters Score -721833.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -722045.875000 Penalty: 4329.299316
	Iteration 5Q: 3 clusters Score -722045.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -722298.125000 Penalty: 4329.299316
	Iteration 6Q: 3 clusters Score -722298.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -722557.062500 Penalty: 4329.299316
	Iteration 7Q: 3 clusters Score -722557.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -722768.000000 Penalty: 4329.299316
	Iteration 8Q: 3 clusters Score -722768 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -722931.625000 Penalty: 4329.299316
	Iteration 9Q: 3 clusters Score -722931.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -723070.562500 Penalty: 4329.299316
	Iteration 10Q: 3 clusters Score -723070.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -723190.375000 Penalty: 4329.299316
	Iteration 11Q: 3 clusters Score -723190.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -723288.937500 Penalty: 4329.299316
	Iteration 12Q: 3 clusters Score -723288.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -723369.875000 Penalty: 4329.299316
	Iteration 13Q: 3 clusters Score -723369.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -723413.812500 Penalty: 4329.299316
	Iteration 14Q: 3 clusters Score -723413.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -723438.875000 Penalty: 4329.299316
	Iteration 15Q: 3 clusters Score -723438.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -723451.062500 Penalty: 4329.299316
	Iteration 16Q: 3 clusters Score -723451.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -723458.562500 Penalty: 4329.299316
	Iteration 17Q: 3 clusters Score -723458.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -723460.562500 Penalty: 4329.299316
	Iteration 18Q: 3 clusters Score -723460.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -723464.750000 Penalty: 4329.299316
	Iteration 19Q: 3 clusters Score -723464.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -723466.687500 Penalty: 4329.299316
	Iteration 20F: 3 clusters Score -723466.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -723469.687500 Penalty: 4329.299316
	Iteration 21Q: 3 clusters Score -723469.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -723469.187500 Penalty: 4329.299316
	Iteration 22Q: 3 clusters Score -723469.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -723473.187500 Penalty: 4329.299316
	Iteration 23Q: 3 clusters Score -723473.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -723474.125000 Penalty: 4329.299316
	Iteration 24Q: 3 clusters Score -723474.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -723473.312500 Penalty: 4329.299316
	Iteration 25Q: 3 clusters Score -723473.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -723474.750000 Penalty: 4329.299316
	Iteration 26Q: 3 clusters Score -723474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -723474.187500 Penalty: 4329.299316
	Iteration 27Q: 3 clusters Score -723474.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -723474.187500 Penalty: 4329.299316
	Iteration 28F: 3 clusters Score -723474.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Entering Unmasked Estep 
Score: -1866482.875000 Penalty: 2373.006348
	Iteration 0F: 2 clusters Score -1866483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1856097.500000 Penalty: 4746.012695
	Iteration 0F: 3 clusters Score -1856098 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1859440.375000 Penalty: 4746.012695
	Iteration 1F: 3 clusters Score -1859440 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1859924.000000 Penalty: 4746.012695
	Iteration 2F: 3 clusters Score -1859924 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1860414.500000 Penalty: 4746.012695
	Iteration 3F: 3 clusters Score -1860414 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1860940.500000 Penalty: 4746.012695
	Iteration 4F: 3 clusters Score -1860940 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1861519.750000 Penalty: 4746.012695
	Iteration 5F: 3 clusters Score -1861520 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1862107.375000 Penalty: 4746.012695
	Iteration 6F: 3 clusters Score -1862107 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1862720.125000 Penalty: 4746.012695
	Iteration 7F: 3 clusters Score -1862720 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1863345.750000 Penalty: 4746.012695
	Iteration 8F: 3 clusters Score -1863346 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1863845.375000 Penalty: 4746.012695
	Iteration 9Q: 3 clusters Score -1863845 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1864177.750000 Penalty: 4746.012695
	Iteration 10Q: 3 clusters Score -1864178 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1864415.875000 Penalty: 4746.012695
	Iteration 11Q: 3 clusters Score -1864416 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1864563.250000 Penalty: 4746.012695
	Iteration 12Q: 3 clusters Score -1864563 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1864660.250000 Penalty: 4746.012695
	Iteration 13Q: 3 clusters Score -1864660 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1864716.625000 Penalty: 4746.012695
	Iteration 14Q: 3 clusters Score -1864717 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1864768.000000 Penalty: 4746.012695
	Iteration 15Q: 3 clusters Score -1864768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1864788.125000 Penalty: 4746.012695
	Iteration 16Q: 3 clusters Score -1864788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1864805.625000 Penalty: 4746.012695
	Iteration 17Q: 3 clusters Score -1864806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1864811.125000 Penalty: 4746.012695
	Iteration 18Q: 3 clusters Score -1864811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1864820.125000 Penalty: 4746.012695
	Iteration 19Q: 3 clusters Score -1864820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1864831.250000 Penalty: 4746.012695
	Iteration 20F: 3 clusters Score -1864831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1864835.125000 Penalty: 4746.012695
	Iteration 21Q: 3 clusters Score -1864835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1864838.875000 Penalty: 4746.012695
	Iteration 22Q: 3 clusters Score -1864839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1864842.500000 Penalty: 4746.012695
	Iteration 23Q: 3 clusters Score -1864842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1864846.125000 Penalty: 4746.012695
	Iteration 24Q: 3 clusters Score -1864846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1864847.000000 Penalty: 4746.012695
	Iteration 25Q: 3 clusters Score -1864847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1864846.250000 Penalty: 4746.012695
	Iteration 26Q: 3 clusters Score -1864846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1864846.625000 Penalty: 4746.012695
	Iteration 27Q: 3 clusters Score -1864847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1864845.625000 Penalty: 4746.012695
	Iteration 28Q: 3 clusters Score -1864846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1864845.625000 Penalty: 4746.012695
	Iteration 29F: 3 clusters Score -1864846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Entering Unmasked Estep 
Score: -801652.312500 Penalty: 2198.877197
	Iteration 0F: 2 clusters Score -801652.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -795831.250000 Penalty: 4397.754395
	Iteration 0F: 3 clusters Score -795831.2 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -797493.312500 Penalty: 4397.754395
	Iteration 1F: 3 clusters Score -797493.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -797908.125000 Penalty: 4397.754395
	Iteration 2F: 3 clusters Score -797908.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -798253.125000 Penalty: 4397.754395
	Iteration 3F: 3 clusters Score -798253.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -798560.000000 Penalty: 4397.754395
	Iteration 4F: 3 clusters Score -798560 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -798849.125000 Penalty: 4397.754395
	Iteration 5Q: 3 clusters Score -798849.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -799105.562500 Penalty: 4397.754395
	Iteration 6Q: 3 clusters Score -799105.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -799355.250000 Penalty: 4397.754395
	Iteration 7Q: 3 clusters Score -799355.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -799576.625000 Penalty: 4397.754395
	Iteration 8Q: 3 clusters Score -799576.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -799774.750000 Penalty: 4397.754395
	Iteration 9Q: 3 clusters Score -799774.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -799962.062500 Penalty: 4397.754395
	Iteration 10Q: 3 clusters Score -799962.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -800124.687500 Penalty: 4397.754395
	Iteration 11Q: 3 clusters Score -800124.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -800264.125000 Penalty: 4397.754395
	Iteration 12Q: 3 clusters Score -800264.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -800394.812500 Penalty: 4397.754395
	Iteration 13Q: 3 clusters Score -800394.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -800489.750000 Penalty: 4397.754395
	Iteration 14Q: 3 clusters Score -800489.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -800560.312500 Penalty: 4397.754395
	Iteration 15Q: 3 clusters Score -800560.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -800621.750000 Penalty: 4397.754395
	Iteration 16Q: 3 clusters Score -800621.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -800673.062500 Penalty: 4397.754395
	Iteration 17Q: 3 clusters Score -800673.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -800713.625000 Penalty: 4397.754395
	Iteration 18Q: 3 clusters Score -800713.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -800746.750000 Penalty: 4397.754395
	Iteration 19Q: 3 clusters Score -800746.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -800770.187500 Penalty: 4397.754395
	Iteration 20F: 3 clusters Score -800770.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -800788.062500 Penalty: 4397.754395
	Iteration 21Q: 3 clusters Score -800788.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -800798.687500 Penalty: 4397.754395
	Iteration 22Q: 3 clusters Score -800798.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -800805.750000 Penalty: 4397.754395
	Iteration 23Q: 3 clusters Score -800805.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -800806.750000 Penalty: 4397.754395
	Iteration 24Q: 3 clusters Score -800806.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -800809.812500 Penalty: 4397.754395
	Iteration 25Q: 3 clusters Score -800809.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -800808.437500 Penalty: 4397.754395
	Iteration 26Q: 3 clusters Score -800808.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -800810.750000 Penalty: 4397.754395
	Iteration 27Q: 3 clusters Score -800810.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -800811.312500 Penalty: 4397.754395
	Iteration 28Q: 3 clusters Score -800811.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -800812.250000 Penalty: 4397.754395
	Iteration 29Q: 3 clusters Score -800812.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -800812.250000 Penalty: 4397.754395
	Iteration 30F: 3 clusters Score -800812.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (161995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161995 members 
Entering Unmasked Estep 
Score: -21070000.000000 Penalty: 2974.839355
	Iteration 0F: 2 clusters Score -2.107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 81110 members 
Entering Unmasked Estep 
Score: -20963612.000000 Penalty: 5949.678711
	Iteration 0F: 3 clusters Score -2.096361e+07 nChanged 77663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81238 members 
Mstep: Class 2 contains 80757 members 
Entering Unmasked Estep 
Score: -21009740.000000 Penalty: 5949.678711
	Iteration 1F: 3 clusters Score -2.100974e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81210 members 
Mstep: Class 2 contains 80785 members 
Entering Unmasked Estep 
Score: -21011546.000000 Penalty: 5949.678711
	Iteration 2Q: 3 clusters Score -2.101155e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 80892 members 
Entering Unmasked Estep 
Score: -21014232.000000 Penalty: 5949.678711
	Iteration 3Q: 3 clusters Score -2.101423e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80868 members 
Mstep: Class 2 contains 81127 members 
Entering Unmasked Estep 
Score: -21017882.000000 Penalty: 5949.678711
	Iteration 4Q: 3 clusters Score -2.101788e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 81579 members 
Entering Unmasked Estep 
Score: -21023592.000000 Penalty: 5949.678711
	Iteration 5F: 3 clusters Score -2.102359e+07 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79989 members 
Mstep: Class 2 contains 82006 members 
Entering Unmasked Estep 
Score: -21031394.000000 Penalty: 5949.678711
	Iteration 6F: 3 clusters Score -2.103139e+07 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79753 members 
Mstep: Class 2 contains 82242 members 
Entering Unmasked Estep 
Score: -21040620.000000 Penalty: 5949.678711
	Iteration 7F: 3 clusters Score -2.104062e+07 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79653 members 
Mstep: Class 2 contains 82342 members 
Entering Unmasked Estep 
Score: -21048474.000000 Penalty: 5949.678711
	Iteration 8F: 3 clusters Score -2.104847e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79719 members 
Mstep: Class 2 contains 82276 members 
Entering Unmasked Estep 
Score: -21052684.000000 Penalty: 5949.678711
	Iteration 9F: 3 clusters Score -2.105268e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79873 members 
Mstep: Class 2 contains 82122 members 
Entering Unmasked Estep 
Score: -21054316.000000 Penalty: 5949.678711
	Iteration 10Q: 3 clusters Score -2.105432e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80134 members 
Mstep: Class 2 contains 81861 members 
Entering Unmasked Estep 
Score: -21055212.000000 Penalty: 5949.678711
	Iteration 11Q: 3 clusters Score -2.105521e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80364 members 
Mstep: Class 2 contains 81631 members 
Entering Unmasked Estep 
Score: -21055458.000000 Penalty: 5949.678711
	Iteration 12Q: 3 clusters Score -2.105546e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80496 members 
Mstep: Class 2 contains 81499 members 
Entering Unmasked Estep 
Score: -21055648.000000 Penalty: 5949.678711
	Iteration 13Q: 3 clusters Score -2.105565e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80670 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -21055838.000000 Penalty: 5949.678711
	Iteration 14Q: 3 clusters Score -2.105584e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80879 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -21055914.000000 Penalty: 5949.678711
	Iteration 15Q: 3 clusters Score -2.105591e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81064 members 
Mstep: Class 2 contains 80931 members 
Entering Unmasked Estep 
Score: -21056054.000000 Penalty: 5949.678711
	Iteration 16Q: 3 clusters Score -2.105605e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81214 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -21056036.000000 Penalty: 5949.678711
	Iteration 17Q: 3 clusters Score -2.105604e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81367 members 
Mstep: Class 2 contains 80628 members 
Entering Unmasked Estep 
Score: -21056124.000000 Penalty: 5949.678711
	Iteration 18Q: 3 clusters Score -2.105612e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 80467 members 
Entering Unmasked Estep 
Score: -21056170.000000 Penalty: 5949.678711
	Iteration 19Q: 3 clusters Score -2.105617e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 80347 members 
Entering Unmasked Estep 
Score: -21056206.000000 Penalty: 5949.678711
	Iteration 20F: 3 clusters Score -2.105621e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81764 members 
Mstep: Class 2 contains 80231 members 
Entering Unmasked Estep 
Score: -21056210.000000 Penalty: 5949.678711
	Iteration 21Q: 3 clusters Score -2.105621e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81886 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -21056190.000000 Penalty: 5949.678711
	Iteration 22Q: 3 clusters Score -2.105619e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81999 members 
Mstep: Class 2 contains 79996 members 
Entering Unmasked Estep 
Score: -21056212.000000 Penalty: 5949.678711
	Iteration 23Q: 3 clusters Score -2.105621e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82100 members 
Mstep: Class 2 contains 79895 members 
Entering Unmasked Estep 
Score: -21056244.000000 Penalty: 5949.678711
	Iteration 24Q: 3 clusters Score -2.105624e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82187 members 
Mstep: Class 2 contains 79808 members 
Entering Unmasked Estep 
Score: -21056212.000000 Penalty: 5949.678711
	Iteration 25Q: 3 clusters Score -2.105621e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82276 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -21056248.000000 Penalty: 5949.678711
	Iteration 26Q: 3 clusters Score -2.105625e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -21056234.000000 Penalty: 5949.678711
	Iteration 27Q: 3 clusters Score -2.105623e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82430 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -21056234.000000 Penalty: 5949.678711
	Iteration 28Q: 3 clusters Score -2.105623e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82493 members 
Mstep: Class 2 contains 79502 members 
Entering Unmasked Estep 
Score: -21056228.000000 Penalty: 5949.678711
	Iteration 29Q: 3 clusters Score -2.105623e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82577 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -21056244.000000 Penalty: 5949.678711
	Iteration 30Q: 3 clusters Score -2.105624e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82657 members 
Mstep: Class 2 contains 79338 members 
Entering Unmasked Estep 
Score: -21056202.000000 Penalty: 5949.678711
	Iteration 31Q: 3 clusters Score -2.10562e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -21056258.000000 Penalty: 5949.678711
	Iteration 32Q: 3 clusters Score -2.105626e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82813 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -21056246.000000 Penalty: 5949.678711
	Iteration 33Q: 3 clusters Score -2.105625e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 79097 members 
Entering Unmasked Estep 
Score: -21056248.000000 Penalty: 5949.678711
	Iteration 34Q: 3 clusters Score -2.105625e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82967 members 
Mstep: Class 2 contains 79028 members 
Entering Unmasked Estep 
Score: -21056256.000000 Penalty: 5949.678711
	Iteration 35Q: 3 clusters Score -2.105626e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83043 members 
Mstep: Class 2 contains 78952 members 
Entering Unmasked Estep 
Score: -21056256.000000 Penalty: 5949.678711
	Iteration 36Q: 3 clusters Score -2.105626e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 78886 members 
Entering Unmasked Estep 
Score: -21056256.000000 Penalty: 5949.678711
	Iteration 37Q: 3 clusters Score -2.105626e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83172 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -21056248.000000 Penalty: 5949.678711
	Iteration 38Q: 3 clusters Score -2.105625e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83234 members 
Mstep: Class 2 contains 78761 members 
Entering Unmasked Estep 
Score: -21056268.000000 Penalty: 5949.678711
	Iteration 39Q: 3 clusters Score -2.105627e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83291 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -21056274.000000 Penalty: 5949.678711
	Iteration 40F: 3 clusters Score -2.105627e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83351 members 
Mstep: Class 2 contains 78644 members 
Entering Unmasked Estep 
Score: -21056272.000000 Penalty: 5949.678711
	Iteration 41Q: 3 clusters Score -2.105627e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -21056260.000000 Penalty: 5949.678711
	Iteration 42Q: 3 clusters Score -2.105626e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83470 members 
Mstep: Class 2 contains 78525 members 
Entering Unmasked Estep 
Score: -21056244.000000 Penalty: 5949.678711
	Iteration 43Q: 3 clusters Score -2.105624e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83537 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -21056218.000000 Penalty: 5949.678711
	Iteration 44Q: 3 clusters Score -2.105622e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 78387 members 
Entering Unmasked Estep 
Score: -21056196.000000 Penalty: 5949.678711
	Iteration 45Q: 3 clusters Score -2.10562e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83676 members 
Mstep: Class 2 contains 78319 members 
Entering Unmasked Estep 
Score: -21056214.000000 Penalty: 5949.678711
	Iteration 46Q: 3 clusters Score -2.105621e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83732 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -21056222.000000 Penalty: 5949.678711
	Iteration 47Q: 3 clusters Score -2.105622e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83765 members 
Mstep: Class 2 contains 78230 members 
Entering Unmasked Estep 
Score: -21056232.000000 Penalty: 5949.678711
	Iteration 48Q: 3 clusters Score -2.105623e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83805 members 
Mstep: Class 2 contains 78190 members 
Entering Unmasked Estep 
Score: -21056238.000000 Penalty: 5949.678711
	Iteration 49Q: 3 clusters Score -2.105624e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83846 members 
Mstep: Class 2 contains 78149 members 
Entering Unmasked Estep 
Score: -21056238.000000 Penalty: 5949.678711
	Iteration 50Q: 3 clusters Score -2.105624e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83889 members 
Mstep: Class 2 contains 78106 members 
Entering Unmasked Estep 
Score: -21056236.000000 Penalty: 5949.678711
	Iteration 51Q: 3 clusters Score -2.105624e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83944 members 
Mstep: Class 2 contains 78051 members 
Entering Unmasked Estep 
Score: -21056256.000000 Penalty: 5949.678711
	Iteration 52Q: 3 clusters Score -2.105626e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84000 members 
Mstep: Class 2 contains 77995 members 
Entering Unmasked Estep 
Score: -21056276.000000 Penalty: 5949.678711
	Iteration 53Q: 3 clusters Score -2.105628e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84057 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -21056272.000000 Penalty: 5949.678711
	Iteration 54Q: 3 clusters Score -2.105627e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84099 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -21056256.000000 Penalty: 5949.678711
	Iteration 55Q: 3 clusters Score -2.105626e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84147 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -21056258.000000 Penalty: 5949.678711
	Iteration 56Q: 3 clusters Score -2.105626e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84175 members 
Mstep: Class 2 contains 77820 members 
Entering Unmasked Estep 
Score: -21056246.000000 Penalty: 5949.678711
	Iteration 57Q: 3 clusters Score -2.105625e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84194 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -21056252.000000 Penalty: 5949.678711
	Iteration 58Q: 3 clusters Score -2.105625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84205 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
Score: -21056244.000000 Penalty: 5949.678711
	Iteration 59Q: 3 clusters Score -2.105624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84216 members 
Mstep: Class 2 contains 77779 members 
Entering Unmasked Estep 
Score: -21056250.000000 Penalty: 5949.678711
	Iteration 60F: 3 clusters Score -2.105625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84223 members 
Mstep: Class 2 contains 77772 members 
Entering Unmasked Estep 
Score: -21056256.000000 Penalty: 5949.678711
	Iteration 61Q: 3 clusters Score -2.105626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84237 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -21056264.000000 Penalty: 5949.678711
	Iteration 62Q: 3 clusters Score -2.105626e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84251 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -21056262.000000 Penalty: 5949.678711
	Iteration 63Q: 3 clusters Score -2.105626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 77726 members 
Entering Unmasked Estep 
Score: -21056300.000000 Penalty: 5949.678711
	Iteration 64Q: 3 clusters Score -2.10563e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84288 members 
Mstep: Class 2 contains 77707 members 
Entering Unmasked Estep 
Score: -21056286.000000 Penalty: 5949.678711
	Iteration 65Q: 3 clusters Score -2.105629e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 77682 members 
Entering Unmasked Estep 
Score: -21056280.000000 Penalty: 5949.678711
	Iteration 66Q: 3 clusters Score -2.105628e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84338 members 
Mstep: Class 2 contains 77657 members 
Entering Unmasked Estep 
Score: -21056260.000000 Penalty: 5949.678711
	Iteration 67Q: 3 clusters Score -2.105626e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84364 members 
Mstep: Class 2 contains 77631 members 
Entering Unmasked Estep 
Score: -21056266.000000 Penalty: 5949.678711
	Iteration 68Q: 3 clusters Score -2.105627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84382 members 
Mstep: Class 2 contains 77613 members 
Entering Unmasked Estep 
Score: -21056270.000000 Penalty: 5949.678711
	Iteration 69Q: 3 clusters Score -2.105627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84404 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
Score: -21056260.000000 Penalty: 5949.678711
	Iteration 70Q: 3 clusters Score -2.105626e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84425 members 
Mstep: Class 2 contains 77570 members 
Entering Unmasked Estep 
Score: -21056260.000000 Penalty: 5949.678711
	Iteration 71Q: 3 clusters Score -2.105626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84438 members 
Mstep: Class 2 contains 77557 members 
Entering Unmasked Estep 
Score: -21056282.000000 Penalty: 5949.678711
	Iteration 72Q: 3 clusters Score -2.105628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84452 members 
Mstep: Class 2 contains 77543 members 
Entering Unmasked Estep 
Score: -21056252.000000 Penalty: 5949.678711
	Iteration 73Q: 3 clusters Score -2.105625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84468 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -21056244.000000 Penalty: 5949.678711
	Iteration 74Q: 3 clusters Score -2.105624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84479 members 
Mstep: Class 2 contains 77516 members 
Entering Unmasked Estep 
Score: -21056230.000000 Penalty: 5949.678711
	Iteration 75Q: 3 clusters Score -2.105623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84484 members 
Mstep: Class 2 contains 77511 members 
Entering Unmasked Estep 
Score: -21056230.000000 Penalty: 5949.678711
	Iteration 76Q: 3 clusters Score -2.105623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84488 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -21056228.000000 Penalty: 5949.678711
	Iteration 77Q: 3 clusters Score -2.105623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84493 members 
Mstep: Class 2 contains 77502 members 
Entering Unmasked Estep 
Score: -21056228.000000 Penalty: 5949.678711
	Iteration 78Q: 3 clusters Score -2.105623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84498 members 
Mstep: Class 2 contains 77497 members 
Entering Unmasked Estep 
Score: -21056222.000000 Penalty: 5949.678711
	Iteration 79Q: 3 clusters Score -2.105622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84500 members 
Mstep: Class 2 contains 77495 members 
Entering Unmasked Estep 
Score: -21056220.000000 Penalty: 5949.678711
	Iteration 80F: 3 clusters Score -2.105622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84502 members 
Mstep: Class 2 contains 77493 members 
Entering Unmasked Estep 
Score: -21056222.000000 Penalty: 5949.678711
	Iteration 81Q: 3 clusters Score -2.105622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84503 members 
Mstep: Class 2 contains 77492 members 
Entering Unmasked Estep 
Score: -21056218.000000 Penalty: 5949.678711
	Iteration 82Q: 3 clusters Score -2.105622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84503 members 
Mstep: Class 2 contains 77492 members 
Entering Unmasked Estep 
Score: -21056214.000000 Penalty: 5949.678711
	Iteration 83Q: 3 clusters Score -2.105621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84508 members 
Mstep: Class 2 contains 77487 members 
Entering Unmasked Estep 
Score: -21056224.000000 Penalty: 5949.678711
	Iteration 84Q: 3 clusters Score -2.105622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84514 members 
Mstep: Class 2 contains 77481 members 
Entering Unmasked Estep 
Score: -21056240.000000 Penalty: 5949.678711
	Iteration 85Q: 3 clusters Score -2.105624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -21056260.000000 Penalty: 5949.678711
	Iteration 86Q: 3 clusters Score -2.105626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84523 members 
Mstep: Class 2 contains 77472 members 
Entering Unmasked Estep 
Score: -21056256.000000 Penalty: 5949.678711
	Iteration 87Q: 3 clusters Score -2.105626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 77468 members 
Entering Unmasked Estep 
Score: -21056240.000000 Penalty: 5949.678711
	Iteration 88Q: 3 clusters Score -2.105624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 77465 members 
Entering Unmasked Estep 
Score: -21056232.000000 Penalty: 5949.678711
	Iteration 89Q: 3 clusters Score -2.105623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84533 members 
Mstep: Class 2 contains 77462 members 
Entering Unmasked Estep 
Score: -21056228.000000 Penalty: 5949.678711
	Iteration 90Q: 3 clusters Score -2.105623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84539 members 
Mstep: Class 2 contains 77456 members 
Entering Unmasked Estep 
Score: -21056232.000000 Penalty: 5949.678711
	Iteration 91Q: 3 clusters Score -2.105623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 77452 members 
Entering Unmasked Estep 
Score: -21056230.000000 Penalty: 5949.678711
	Iteration 92Q: 3 clusters Score -2.105623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 77452 members 
Entering Unmasked Estep 
Score: -21056230.000000 Penalty: 5949.678711
	Iteration 93F: 3 clusters Score -2.105623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (273445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273445 members 
Entering Unmasked Estep 
Score: -35575612.000000 Penalty: 3104.676270
	Iteration 0F: 2 clusters Score -3.557561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136604 members 
Mstep: Class 2 contains 136841 members 
Entering Unmasked Estep 
Score: -35404080.000000 Penalty: 6209.352539
	Iteration 0F: 3 clusters Score -3.540408e+07 nChanged 132648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133466 members 
Mstep: Class 2 contains 139979 members 
Entering Unmasked Estep 
Score: -35482660.000000 Penalty: 6209.352539
	Iteration 1F: 3 clusters Score -3.548266e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131499 members 
Mstep: Class 2 contains 141946 members 
Entering Unmasked Estep 
Score: -35483600.000000 Penalty: 6209.352539
	Iteration 2Q: 3 clusters Score -3.54836e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128312 members 
Mstep: Class 2 contains 145133 members 
Entering Unmasked Estep 
Score: -35484912.000000 Penalty: 6209.352539
	Iteration 3Q: 3 clusters Score -3.548491e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123170 members 
Mstep: Class 2 contains 150275 members 
Entering Unmasked Estep 
Score: -35486836.000000 Penalty: 6209.352539
	Iteration 4Q: 3 clusters Score -3.548684e+07 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115440 members 
Mstep: Class 2 contains 158005 members 
Entering Unmasked Estep 
Score: -35489936.000000 Penalty: 6209.352539
	Iteration 5Q: 3 clusters Score -3.548994e+07 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104259 members 
Mstep: Class 2 contains 169186 members 
Entering Unmasked Estep 
Score: -35494996.000000 Penalty: 6209.352539
	Iteration 6Q: 3 clusters Score -3.5495e+07 nChanged 16124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88933 members 
Mstep: Class 2 contains 184512 members 
Entering Unmasked Estep 
Score: -35503624.000000 Penalty: 6209.352539
	Iteration 7F: 3 clusters Score -3.550362e+07 nChanged 19508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 203412 members 
Entering Unmasked Estep 
Score: -35516700.000000 Penalty: 6209.352539
	Iteration 8F: 3 clusters Score -3.55167e+07 nChanged 19881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 222845 members 
Entering Unmasked Estep 
Score: -35531144.000000 Penalty: 6209.352539
	Iteration 9F: 3 clusters Score -3.553114e+07 nChanged 16265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 238616 members 
Entering Unmasked Estep 
Score: -35543340.000000 Penalty: 6209.352539
	Iteration 10F: 3 clusters Score -3.554334e+07 nChanged 11233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 249369 members 
Entering Unmasked Estep 
Score: -35552452.000000 Penalty: 6209.352539
	Iteration 11Q: 3 clusters Score -3.555245e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 256236 members 
Entering Unmasked Estep 
Score: -35558212.000000 Penalty: 6209.352539
	Iteration 12Q: 3 clusters Score -3.555821e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 260652 members 
Entering Unmasked Estep 
Score: -35561728.000000 Penalty: 6209.352539
	Iteration 13Q: 3 clusters Score -3.556173e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 263881 members 
Entering Unmasked Estep 
Score: -35564296.000000 Penalty: 6209.352539
	Iteration 14Q: 3 clusters Score -3.55643e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 266296 members 
Entering Unmasked Estep 
Score: -35566372.000000 Penalty: 6209.352539
	Iteration 15Q: 3 clusters Score -3.556637e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 268122 members 
Entering Unmasked Estep 
Score: -35568116.000000 Penalty: 6209.352539
	Iteration 16Q: 3 clusters Score -3.556812e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 269501 members 
Entering Unmasked Estep 
Score: -35569428.000000 Penalty: 6209.352539
	Iteration 17Q: 3 clusters Score -3.556943e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 270531 members 
Entering Unmasked Estep 
Score: -35570344.000000 Penalty: 6209.352539
	Iteration 18Q: 3 clusters Score -3.557034e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 271246 members 
Entering Unmasked Estep 
Score: -35571032.000000 Penalty: 6209.352539
	Iteration 19Q: 3 clusters Score -3.557103e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 271705 members 
Entering Unmasked Estep 
Score: -35571504.000000 Penalty: 6209.352539
	Iteration 20F: 3 clusters Score -3.55715e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 272029 members 
Entering Unmasked Estep 
Score: -35571808.000000 Penalty: 6209.352539
	Iteration 21Q: 3 clusters Score -3.557181e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 272248 members 
Entering Unmasked Estep 
Score: -35572072.000000 Penalty: 6209.352539
	Iteration 22Q: 3 clusters Score -3.557207e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 272405 members 
Entering Unmasked Estep 
Score: -35572224.000000 Penalty: 6209.352539
	Iteration 23Q: 3 clusters Score -3.557222e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 272518 members 
Entering Unmasked Estep 
Score: -35572352.000000 Penalty: 6209.352539
	Iteration 24Q: 3 clusters Score -3.557235e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 272587 members 
Entering Unmasked Estep 
Score: -35572420.000000 Penalty: 6209.352539
	Iteration 25Q: 3 clusters Score -3.557242e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 272648 members 
Entering Unmasked Estep 
Score: -35572464.000000 Penalty: 6209.352539
	Iteration 26Q: 3 clusters Score -3.557246e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 272700 members 
Entering Unmasked Estep 
Score: -35572552.000000 Penalty: 6209.352539
	Iteration 27Q: 3 clusters Score -3.557255e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 272729 members 
Entering Unmasked Estep 
Score: -35572580.000000 Penalty: 6209.352539
	Iteration 28Q: 3 clusters Score -3.557258e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 272737 members 
Entering Unmasked Estep 
Score: -35572580.000000 Penalty: 6209.352539
	Iteration 29Q: 3 clusters Score -3.557258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 272746 members 
Entering Unmasked Estep 
Score: -35572556.000000 Penalty: 6209.352539
	Iteration 30Q: 3 clusters Score -3.557256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 272754 members 
Entering Unmasked Estep 
Score: -35572592.000000 Penalty: 6209.352539
	Iteration 31Q: 3 clusters Score -3.557259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 272762 members 
Entering Unmasked Estep 
Score: -35572576.000000 Penalty: 6209.352539
	Iteration 32Q: 3 clusters Score -3.557258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 272766 members 
Entering Unmasked Estep 
Score: -35572576.000000 Penalty: 6209.352539
	Iteration 33Q: 3 clusters Score -3.557258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 272772 members 
Entering Unmasked Estep 
Score: -35572588.000000 Penalty: 6209.352539
	Iteration 34Q: 3 clusters Score -3.557259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 272778 members 
Entering Unmasked Estep 
Score: -35572584.000000 Penalty: 6209.352539
	Iteration 35Q: 3 clusters Score -3.557258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 272779 members 
Entering Unmasked Estep 
Score: -35572588.000000 Penalty: 6209.352539
	Iteration 36Q: 3 clusters Score -3.557259e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 272785 members 
Entering Unmasked Estep 
Score: -35572596.000000 Penalty: 6209.352539
	Iteration 37Q: 3 clusters Score -3.55726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 272793 members 
Entering Unmasked Estep 
Score: -35572620.000000 Penalty: 6209.352539
	Iteration 38Q: 3 clusters Score -3.557262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 272802 members 
Entering Unmasked Estep 
Score: -35572644.000000 Penalty: 6209.352539
	Iteration 39Q: 3 clusters Score -3.557264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 272811 members 
Entering Unmasked Estep 
Score: -35572680.000000 Penalty: 6209.352539
	Iteration 40F: 3 clusters Score -3.557268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 272817 members 
Entering Unmasked Estep 
Score: -35572688.000000 Penalty: 6209.352539
	Iteration 41Q: 3 clusters Score -3.557269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 272816 members 
Entering Unmasked Estep 
Score: -35572676.000000 Penalty: 6209.352539
	Iteration 42Q: 3 clusters Score -3.557268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 272819 members 
Entering Unmasked Estep 
Score: -35572688.000000 Penalty: 6209.352539
	Iteration 43Q: 3 clusters Score -3.557269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 272821 members 
Entering Unmasked Estep 
Score: -35572696.000000 Penalty: 6209.352539
	Iteration 44Q: 3 clusters Score -3.55727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 272824 members 
Entering Unmasked Estep 
Score: -35572696.000000 Penalty: 6209.352539
	Iteration 45Q: 3 clusters Score -3.55727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 272823 members 
Entering Unmasked Estep 
Score: -35572700.000000 Penalty: 6209.352539
	Iteration 46Q: 3 clusters Score -3.55727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 272823 members 
Entering Unmasked Estep 
Score: -35572676.000000 Penalty: 6209.352539
	Iteration 47Q: 3 clusters Score -3.557268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 272823 members 
Entering Unmasked Estep 
Score: -35572676.000000 Penalty: 6209.352539
	Iteration 48F: 3 clusters Score -3.557268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Entering Unmasked Estep 
Score: -1654864.500000 Penalty: 2354.571777
	Iteration 0F: 2 clusters Score -1654864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1645038.750000 Penalty: 4709.143555
	Iteration 0F: 3 clusters Score -1645039 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1648047.250000 Penalty: 4709.143555
	Iteration 1F: 3 clusters Score -1648047 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1648465.250000 Penalty: 4709.143555
	Iteration 2F: 3 clusters Score -1648465 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1648899.625000 Penalty: 4709.143555
	Iteration 3F: 3 clusters Score -1648900 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1649365.750000 Penalty: 4709.143555
	Iteration 4F: 3 clusters Score -1649366 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1649797.375000 Penalty: 4709.143555
	Iteration 5F: 3 clusters Score -1649797 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1650205.875000 Penalty: 4709.143555
	Iteration 6F: 3 clusters Score -1650206 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1650591.750000 Penalty: 4709.143555
	Iteration 7Q: 3 clusters Score -1650592 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1650908.875000 Penalty: 4709.143555
	Iteration 8Q: 3 clusters Score -1650909 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1651165.875000 Penalty: 4709.143555
	Iteration 9Q: 3 clusters Score -1651166 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1651379.250000 Penalty: 4709.143555
	Iteration 10Q: 3 clusters Score -1651379 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1651562.750000 Penalty: 4709.143555
	Iteration 11Q: 3 clusters Score -1651563 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1651729.250000 Penalty: 4709.143555
	Iteration 12Q: 3 clusters Score -1651729 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1651886.875000 Penalty: 4709.143555
	Iteration 13Q: 3 clusters Score -1651887 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1652001.000000 Penalty: 4709.143555
	Iteration 14Q: 3 clusters Score -1652001 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1652115.250000 Penalty: 4709.143555
	Iteration 15Q: 3 clusters Score -1652115 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1652234.875000 Penalty: 4709.143555
	Iteration 16Q: 3 clusters Score -1652235 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1652344.500000 Penalty: 4709.143555
	Iteration 17Q: 3 clusters Score -1652344 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1652443.000000 Penalty: 4709.143555
	Iteration 18Q: 3 clusters Score -1652443 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1652518.500000 Penalty: 4709.143555
	Iteration 19Q: 3 clusters Score -1652518 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1652575.250000 Penalty: 4709.143555
	Iteration 20F: 3 clusters Score -1652575 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1652634.000000 Penalty: 4709.143555
	Iteration 21Q: 3 clusters Score -1652634 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1652684.375000 Penalty: 4709.143555
	Iteration 22Q: 3 clusters Score -1652684 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1652731.625000 Penalty: 4709.143555
	Iteration 23Q: 3 clusters Score -1652732 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1652775.125000 Penalty: 4709.143555
	Iteration 24Q: 3 clusters Score -1652775 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1652801.750000 Penalty: 4709.143555
	Iteration 25Q: 3 clusters Score -1652802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1652828.875000 Penalty: 4709.143555
	Iteration 26Q: 3 clusters Score -1652829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1652850.625000 Penalty: 4709.143555
	Iteration 27Q: 3 clusters Score -1652851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1652869.375000 Penalty: 4709.143555
	Iteration 28Q: 3 clusters Score -1652869 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1652890.125000 Penalty: 4709.143555
	Iteration 29Q: 3 clusters Score -1652890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1652906.875000 Penalty: 4709.143555
	Iteration 30Q: 3 clusters Score -1652907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1652929.500000 Penalty: 4709.143555
	Iteration 31Q: 3 clusters Score -1652930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1652957.500000 Penalty: 4709.143555
	Iteration 32Q: 3 clusters Score -1652958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1652981.250000 Penalty: 4709.143555
	Iteration 33Q: 3 clusters Score -1652981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1652998.500000 Penalty: 4709.143555
	Iteration 34Q: 3 clusters Score -1652998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1653022.750000 Penalty: 4709.143555
	Iteration 35Q: 3 clusters Score -1653023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1653037.125000 Penalty: 4709.143555
	Iteration 36Q: 3 clusters Score -1653037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1653057.000000 Penalty: 4709.143555
	Iteration 37Q: 3 clusters Score -1653057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1653076.250000 Penalty: 4709.143555
	Iteration 38Q: 3 clusters Score -1653076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1653089.875000 Penalty: 4709.143555
	Iteration 39Q: 3 clusters Score -1653090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1653103.625000 Penalty: 4709.143555
	Iteration 40F: 3 clusters Score -1653104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1653113.875000 Penalty: 4709.143555
	Iteration 41Q: 3 clusters Score -1653114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1653123.000000 Penalty: 4709.143555
	Iteration 42Q: 3 clusters Score -1653123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1653123.875000 Penalty: 4709.143555
	Iteration 43Q: 3 clusters Score -1653124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1653124.750000 Penalty: 4709.143555
	Iteration 44Q: 3 clusters Score -1653125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1653126.625000 Penalty: 4709.143555
	Iteration 45Q: 3 clusters Score -1653127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1653126.125000 Penalty: 4709.143555
	Iteration 46Q: 3 clusters Score -1653126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1653126.125000 Penalty: 4709.143555
	Iteration 47F: 3 clusters Score -1653126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Entering Unmasked Estep 
Score: -111073.164062 Penalty: 1714.360107
	Iteration 0F: 2 clusters Score -111073.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -109128.984375 Penalty: 3428.720215
	Iteration 0F: 3 clusters Score -109129 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -109584.273438 Penalty: 3428.720215
	Iteration 1F: 3 clusters Score -109584.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -109896.710938 Penalty: 3428.720215
	Iteration 2F: 3 clusters Score -109896.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -110137.546875 Penalty: 3428.720215
	Iteration 3F: 3 clusters Score -110137.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -110344.367188 Penalty: 3428.720215
	Iteration 4F: 3 clusters Score -110344.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -110541.070312 Penalty: 3428.720215
	Iteration 5F: 3 clusters Score -110541.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -110704.804688 Penalty: 3428.720215
	Iteration 6Q: 3 clusters Score -110704.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -110804.945312 Penalty: 3428.720215
	Iteration 7Q: 3 clusters Score -110804.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -110890.429688 Penalty: 3428.720215
	Iteration 8Q: 3 clusters Score -110890.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -110937.890625 Penalty: 3428.720215
	Iteration 9Q: 3 clusters Score -110937.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -110960.562500 Penalty: 3428.720215
	Iteration 10Q: 3 clusters Score -110960.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -110968.703125 Penalty: 3428.720215
	Iteration 11Q: 3 clusters Score -110968.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -110973.437500 Penalty: 3428.720215
	Iteration 12Q: 3 clusters Score -110973.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -110974.890625 Penalty: 3428.720215
	Iteration 13Q: 3 clusters Score -110974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -110976.046875 Penalty: 3428.720215
	Iteration 14Q: 3 clusters Score -110976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -110980.710938 Penalty: 3428.720215
	Iteration 15Q: 3 clusters Score -110980.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -110981.148438 Penalty: 3428.720215
	Iteration 16Q: 3 clusters Score -110981.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -110981.148438 Penalty: 3428.720215
	Iteration 17F: 3 clusters Score -110981.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Entering Unmasked Estep 
Score: -290352.687500 Penalty: 1919.900391
	Iteration 0F: 2 clusters Score -290352.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -287498.781250 Penalty: 3839.800781
	Iteration 0F: 3 clusters Score -287498.8 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -287996.875000 Penalty: 3839.800781
	Iteration 1F: 3 clusters Score -287996.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -288172.031250 Penalty: 3839.800781
	Iteration 2F: 3 clusters Score -288172 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -288278.656250 Penalty: 3839.800781
	Iteration 3Q: 3 clusters Score -288278.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -288343.781250 Penalty: 3839.800781
	Iteration 4Q: 3 clusters Score -288343.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -288392.406250 Penalty: 3839.800781
	Iteration 5Q: 3 clusters Score -288392.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -288420.406250 Penalty: 3839.800781
	Iteration 6Q: 3 clusters Score -288420.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -288445.343750 Penalty: 3839.800781
	Iteration 7Q: 3 clusters Score -288445.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -288470.281250 Penalty: 3839.800781
	Iteration 8Q: 3 clusters Score -288470.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -288495.125000 Penalty: 3839.800781
	Iteration 9Q: 3 clusters Score -288495.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -288517.593750 Penalty: 3839.800781
	Iteration 10Q: 3 clusters Score -288517.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -288537.875000 Penalty: 3839.800781
	Iteration 11Q: 3 clusters Score -288537.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -288549.250000 Penalty: 3839.800781
	Iteration 12Q: 3 clusters Score -288549.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -288562.312500 Penalty: 3839.800781
	Iteration 13Q: 3 clusters Score -288562.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -288574.781250 Penalty: 3839.800781
	Iteration 14Q: 3 clusters Score -288574.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -288581.437500 Penalty: 3839.800781
	Iteration 15Q: 3 clusters Score -288581.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -288584.875000 Penalty: 3839.800781
	Iteration 16Q: 3 clusters Score -288584.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -288589.687500 Penalty: 3839.800781
	Iteration 17Q: 3 clusters Score -288589.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -288594.437500 Penalty: 3839.800781
	Iteration 18Q: 3 clusters Score -288594.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -288597.468750 Penalty: 3839.800781
	Iteration 19Q: 3 clusters Score -288597.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -288605.406250 Penalty: 3839.800781
	Iteration 20F: 3 clusters Score -288605.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -288612.531250 Penalty: 3839.800781
	Iteration 21Q: 3 clusters Score -288612.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -288616.687500 Penalty: 3839.800781
	Iteration 22Q: 3 clusters Score -288616.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -288624.031250 Penalty: 3839.800781
	Iteration 23Q: 3 clusters Score -288624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -288632.343750 Penalty: 3839.800781
	Iteration 24Q: 3 clusters Score -288632.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -288640.968750 Penalty: 3839.800781
	Iteration 25Q: 3 clusters Score -288641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -288647.000000 Penalty: 3839.800781
	Iteration 26Q: 3 clusters Score -288647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -288652.031250 Penalty: 3839.800781
	Iteration 27Q: 3 clusters Score -288652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -288657.531250 Penalty: 3839.800781
	Iteration 28Q: 3 clusters Score -288657.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -288664.968750 Penalty: 3839.800781
	Iteration 29Q: 3 clusters Score -288665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -288673.781250 Penalty: 3839.800781
	Iteration 30Q: 3 clusters Score -288673.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -288682.000000 Penalty: 3839.800781
	Iteration 31Q: 3 clusters Score -288682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -288688.593750 Penalty: 3839.800781
	Iteration 32Q: 3 clusters Score -288688.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -288695.531250 Penalty: 3839.800781
	Iteration 33Q: 3 clusters Score -288695.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -288702.562500 Penalty: 3839.800781
	Iteration 34Q: 3 clusters Score -288702.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -288708.593750 Penalty: 3839.800781
	Iteration 35Q: 3 clusters Score -288708.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -288713.125000 Penalty: 3839.800781
	Iteration 36Q: 3 clusters Score -288713.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -288719.687500 Penalty: 3839.800781
	Iteration 37Q: 3 clusters Score -288719.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -288723.656250 Penalty: 3839.800781
	Iteration 38Q: 3 clusters Score -288723.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -288726.968750 Penalty: 3839.800781
	Iteration 39Q: 3 clusters Score -288727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -288730.062500 Penalty: 3839.800781
	Iteration 40F: 3 clusters Score -288730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -288731.562500 Penalty: 3839.800781
	Iteration 41Q: 3 clusters Score -288731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -288734.375000 Penalty: 3839.800781
	Iteration 42Q: 3 clusters Score -288734.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -288735.093750 Penalty: 3839.800781
	Iteration 43Q: 3 clusters Score -288735.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -288735.562500 Penalty: 3839.800781
	Iteration 44Q: 3 clusters Score -288735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -288735.625000 Penalty: 3839.800781
	Iteration 45Q: 3 clusters Score -288735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -288736.687500 Penalty: 3839.800781
	Iteration 46Q: 3 clusters Score -288736.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -288737.375000 Penalty: 3839.800781
	Iteration 47Q: 3 clusters Score -288737.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -288739.250000 Penalty: 3839.800781
	Iteration 48Q: 3 clusters Score -288739.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -288741.250000 Penalty: 3839.800781
	Iteration 49Q: 3 clusters Score -288741.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -288744.843750 Penalty: 3839.800781
	Iteration 50Q: 3 clusters Score -288744.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -288750.718750 Penalty: 3839.800781
	Iteration 51Q: 3 clusters Score -288750.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -288755.406250 Penalty: 3839.800781
	Iteration 52Q: 3 clusters Score -288755.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -288758.281250 Penalty: 3839.800781
	Iteration 53Q: 3 clusters Score -288758.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -288760.437500 Penalty: 3839.800781
	Iteration 54Q: 3 clusters Score -288760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -288761.281250 Penalty: 3839.800781
	Iteration 55Q: 3 clusters Score -288761.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -288761.281250 Penalty: 3839.800781
	Iteration 56F: 3 clusters Score -288761.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -289565.031250 Penalty: 1918.604126
	Iteration 0F: 2 clusters Score -289565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -286776.000000 Penalty: 3837.208252
	Iteration 0F: 3 clusters Score -286776 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -287286.468750 Penalty: 3837.208252
	Iteration 1F: 3 clusters Score -287286.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -287434.843750 Penalty: 3837.208252
	Iteration 2F: 3 clusters Score -287434.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -287510.375000 Penalty: 3837.208252
	Iteration 3Q: 3 clusters Score -287510.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -287544.187500 Penalty: 3837.208252
	Iteration 4Q: 3 clusters Score -287544.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -287571.718750 Penalty: 3837.208252
	Iteration 5Q: 3 clusters Score -287571.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -287592.968750 Penalty: 3837.208252
	Iteration 6Q: 3 clusters Score -287593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -287615.093750 Penalty: 3837.208252
	Iteration 7Q: 3 clusters Score -287615.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -287632.593750 Penalty: 3837.208252
	Iteration 8Q: 3 clusters Score -287632.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -287641.375000 Penalty: 3837.208252
	Iteration 9Q: 3 clusters Score -287641.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -287645.906250 Penalty: 3837.208252
	Iteration 10Q: 3 clusters Score -287645.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -287653.750000 Penalty: 3837.208252
	Iteration 11Q: 3 clusters Score -287653.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -287667.250000 Penalty: 3837.208252
	Iteration 12Q: 3 clusters Score -287667.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -287680.343750 Penalty: 3837.208252
	Iteration 13Q: 3 clusters Score -287680.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -287688.906250 Penalty: 3837.208252
	Iteration 14Q: 3 clusters Score -287688.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -287697.062500 Penalty: 3837.208252
	Iteration 15Q: 3 clusters Score -287697.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -287708.968750 Penalty: 3837.208252
	Iteration 16Q: 3 clusters Score -287709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -287725.531250 Penalty: 3837.208252
	Iteration 17Q: 3 clusters Score -287725.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -287737.031250 Penalty: 3837.208252
	Iteration 18Q: 3 clusters Score -287737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -287745.468750 Penalty: 3837.208252
	Iteration 19Q: 3 clusters Score -287745.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -287752.468750 Penalty: 3837.208252
	Iteration 20F: 3 clusters Score -287752.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -287761.687500 Penalty: 3837.208252
	Iteration 21Q: 3 clusters Score -287761.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -287772.718750 Penalty: 3837.208252
	Iteration 22Q: 3 clusters Score -287772.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -287787.937500 Penalty: 3837.208252
	Iteration 23Q: 3 clusters Score -287787.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -287798.468750 Penalty: 3837.208252
	Iteration 24Q: 3 clusters Score -287798.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -287807.593750 Penalty: 3837.208252
	Iteration 25Q: 3 clusters Score -287807.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -287816.562500 Penalty: 3837.208252
	Iteration 26Q: 3 clusters Score -287816.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -287821.375000 Penalty: 3837.208252
	Iteration 27Q: 3 clusters Score -287821.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -287825.281250 Penalty: 3837.208252
	Iteration 28Q: 3 clusters Score -287825.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -287828.625000 Penalty: 3837.208252
	Iteration 29Q: 3 clusters Score -287828.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -287830.062500 Penalty: 3837.208252
	Iteration 30Q: 3 clusters Score -287830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -287835.593750 Penalty: 3837.208252
	Iteration 31Q: 3 clusters Score -287835.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -287840.062500 Penalty: 3837.208252
	Iteration 32Q: 3 clusters Score -287840.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -287844.281250 Penalty: 3837.208252
	Iteration 33Q: 3 clusters Score -287844.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -287847.000000 Penalty: 3837.208252
	Iteration 34Q: 3 clusters Score -287847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -287851.062500 Penalty: 3837.208252
	Iteration 35Q: 3 clusters Score -287851.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -287855.937500 Penalty: 3837.208252
	Iteration 36Q: 3 clusters Score -287855.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -287858.781250 Penalty: 3837.208252
	Iteration 37Q: 3 clusters Score -287858.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -287861.843750 Penalty: 3837.208252
	Iteration 38Q: 3 clusters Score -287861.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -287865.781250 Penalty: 3837.208252
	Iteration 39Q: 3 clusters Score -287865.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -287868.812500 Penalty: 3837.208252
	Iteration 40F: 3 clusters Score -287868.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -287869.531250 Penalty: 3837.208252
	Iteration 41Q: 3 clusters Score -287869.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -287869.531250 Penalty: 3837.208252
	Iteration 42F: 3 clusters Score -287869.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Entering Unmasked Estep 
Score: -6993130.500000 Penalty: 2705.789551
	Iteration 0F: 2 clusters Score -6993130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -6956418.000000 Penalty: 5411.579102
	Iteration 0F: 3 clusters Score -6956418 nChanged 25340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -6970380.500000 Penalty: 5411.579102
	Iteration 1F: 3 clusters Score -6970380 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -6970848.000000 Penalty: 5411.579102
	Iteration 2Q: 3 clusters Score -6970848 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -6971270.000000 Penalty: 5411.579102
	Iteration 3Q: 3 clusters Score -6971270 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -6971729.500000 Penalty: 5411.579102
	Iteration 4Q: 3 clusters Score -6971730 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -6972218.000000 Penalty: 5411.579102
	Iteration 5Q: 3 clusters Score -6972218 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -6972649.500000 Penalty: 5411.579102
	Iteration 6Q: 3 clusters Score -6972650 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -6973328.000000 Penalty: 5411.579102
	Iteration 7Q: 3 clusters Score -6973328 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -6974231.000000 Penalty: 5411.579102
	Iteration 8Q: 3 clusters Score -6974231 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -6975341.000000 Penalty: 5411.579102
	Iteration 9Q: 3 clusters Score -6975341 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -6976802.000000 Penalty: 5411.579102
	Iteration 10Q: 3 clusters Score -6976802 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -6978374.500000 Penalty: 5411.579102
	Iteration 11Q: 3 clusters Score -6978374 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -6979859.500000 Penalty: 5411.579102
	Iteration 12Q: 3 clusters Score -6979860 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -6981216.000000 Penalty: 5411.579102
	Iteration 13Q: 3 clusters Score -6981216 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -6982333.000000 Penalty: 5411.579102
	Iteration 14Q: 3 clusters Score -6982333 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -6983250.500000 Penalty: 5411.579102
	Iteration 15Q: 3 clusters Score -6983250 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -6984047.500000 Penalty: 5411.579102
	Iteration 16Q: 3 clusters Score -6984048 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -6984836.500000 Penalty: 5411.579102
	Iteration 17Q: 3 clusters Score -6984836 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -6985631.000000 Penalty: 5411.579102
	Iteration 18Q: 3 clusters Score -6985631 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -6986412.000000 Penalty: 5411.579102
	Iteration 19Q: 3 clusters Score -6986412 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -6987143.000000 Penalty: 5411.579102
	Iteration 20F: 3 clusters Score -6987143 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -6987850.500000 Penalty: 5411.579102
	Iteration 21Q: 3 clusters Score -6987850 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -6988445.500000 Penalty: 5411.579102
	Iteration 22Q: 3 clusters Score -6988446 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -6988953.500000 Penalty: 5411.579102
	Iteration 23Q: 3 clusters Score -6988954 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -6989386.500000 Penalty: 5411.579102
	Iteration 24Q: 3 clusters Score -6989386 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51636 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -6989727.500000 Penalty: 5411.579102
	Iteration 25Q: 3 clusters Score -6989728 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -6989989.500000 Penalty: 5411.579102
	Iteration 26Q: 3 clusters Score -6989990 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -6990183.500000 Penalty: 5411.579102
	Iteration 27Q: 3 clusters Score -6990184 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6990337.000000 Penalty: 5411.579102
	Iteration 28Q: 3 clusters Score -6990337 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -6990468.000000 Penalty: 5411.579102
	Iteration 29Q: 3 clusters Score -6990468 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6990540.500000 Penalty: 5411.579102
	Iteration 30Q: 3 clusters Score -6990540 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6990605.000000 Penalty: 5411.579102
	Iteration 31Q: 3 clusters Score -6990605 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6990649.500000 Penalty: 5411.579102
	Iteration 32Q: 3 clusters Score -6990650 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6990681.500000 Penalty: 5411.579102
	Iteration 33Q: 3 clusters Score -6990682 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6990721.000000 Penalty: 5411.579102
	Iteration 34Q: 3 clusters Score -6990721 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6990741.500000 Penalty: 5411.579102
	Iteration 35Q: 3 clusters Score -6990742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6990757.500000 Penalty: 5411.579102
	Iteration 36Q: 3 clusters Score -6990758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6990766.500000 Penalty: 5411.579102
	Iteration 37Q: 3 clusters Score -6990766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6990781.000000 Penalty: 5411.579102
	Iteration 38Q: 3 clusters Score -6990781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6990804.000000 Penalty: 5411.579102
	Iteration 39Q: 3 clusters Score -6990804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6990823.500000 Penalty: 5411.579102
	Iteration 40F: 3 clusters Score -6990824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6990829.000000 Penalty: 5411.579102
	Iteration 41Q: 3 clusters Score -6990829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6990834.500000 Penalty: 5411.579102
	Iteration 42Q: 3 clusters Score -6990834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6990847.500000 Penalty: 5411.579102
	Iteration 43Q: 3 clusters Score -6990848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6990853.000000 Penalty: 5411.579102
	Iteration 44Q: 3 clusters Score -6990853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6990853.000000 Penalty: 5411.579102
	Iteration 45Q: 3 clusters Score -6990853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6990856.500000 Penalty: 5411.579102
	Iteration 46Q: 3 clusters Score -6990856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6990869.000000 Penalty: 5411.579102
	Iteration 47Q: 3 clusters Score -6990869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6990867.500000 Penalty: 5411.579102
	Iteration 48Q: 3 clusters Score -6990868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53843 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6990875.500000 Penalty: 5411.579102
	Iteration 49Q: 3 clusters Score -6990876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6990882.000000 Penalty: 5411.579102
	Iteration 50Q: 3 clusters Score -6990882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6990878.500000 Penalty: 5411.579102
	Iteration 51Q: 3 clusters Score -6990878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6990882.500000 Penalty: 5411.579102
	Iteration 52Q: 3 clusters Score -6990882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6990888.500000 Penalty: 5411.579102
	Iteration 53Q: 3 clusters Score -6990888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6990887.000000 Penalty: 5411.579102
	Iteration 54Q: 3 clusters Score -6990887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6990887.500000 Penalty: 5411.579102
	Iteration 55Q: 3 clusters Score -6990888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6990887.000000 Penalty: 5411.579102
	Iteration 56Q: 3 clusters Score -6990887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6990887.000000 Penalty: 5411.579102
	Iteration 57F: 3 clusters Score -6990887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Entering Unmasked Estep 
Score: -913906.062500 Penalty: 2196.133789
	Iteration 0F: 2 clusters Score -913906.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -908136.062500 Penalty: 4392.267578
	Iteration 0F: 3 clusters Score -908136.1 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -909630.000000 Penalty: 4392.267578
	Iteration 1F: 3 clusters Score -909630 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -909823.187500 Penalty: 4392.267578
	Iteration 2F: 3 clusters Score -909823.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -909963.562500 Penalty: 4392.267578
	Iteration 3Q: 3 clusters Score -909963.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -910069.312500 Penalty: 4392.267578
	Iteration 4Q: 3 clusters Score -910069.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -910165.500000 Penalty: 4392.267578
	Iteration 5Q: 3 clusters Score -910165.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -910249.187500 Penalty: 4392.267578
	Iteration 6Q: 3 clusters Score -910249.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -910325.812500 Penalty: 4392.267578
	Iteration 7Q: 3 clusters Score -910325.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -910395.187500 Penalty: 4392.267578
	Iteration 8Q: 3 clusters Score -910395.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -910464.937500 Penalty: 4392.267578
	Iteration 9Q: 3 clusters Score -910464.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -910552.625000 Penalty: 4392.267578
	Iteration 10Q: 3 clusters Score -910552.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -910648.125000 Penalty: 4392.267578
	Iteration 11Q: 3 clusters Score -910648.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -910751.187500 Penalty: 4392.267578
	Iteration 12Q: 3 clusters Score -910751.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -910867.500000 Penalty: 4392.267578
	Iteration 13Q: 3 clusters Score -910867.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -911003.125000 Penalty: 4392.267578
	Iteration 14Q: 3 clusters Score -911003.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -911144.687500 Penalty: 4392.267578
	Iteration 15Q: 3 clusters Score -911144.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -911296.750000 Penalty: 4392.267578
	Iteration 16Q: 3 clusters Score -911296.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -911442.812500 Penalty: 4392.267578
	Iteration 17Q: 3 clusters Score -911442.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -911569.312500 Penalty: 4392.267578
	Iteration 18Q: 3 clusters Score -911569.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -911669.812500 Penalty: 4392.267578
	Iteration 19Q: 3 clusters Score -911669.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -911733.437500 Penalty: 4392.267578
	Iteration 20F: 3 clusters Score -911733.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -911783.562500 Penalty: 4392.267578
	Iteration 21Q: 3 clusters Score -911783.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -911828.562500 Penalty: 4392.267578
	Iteration 22Q: 3 clusters Score -911828.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -911862.625000 Penalty: 4392.267578
	Iteration 23Q: 3 clusters Score -911862.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -911893.875000 Penalty: 4392.267578
	Iteration 24Q: 3 clusters Score -911893.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -911920.187500 Penalty: 4392.267578
	Iteration 25Q: 3 clusters Score -911920.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -911928.937500 Penalty: 4392.267578
	Iteration 26Q: 3 clusters Score -911928.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -911940.000000 Penalty: 4392.267578
	Iteration 27Q: 3 clusters Score -911940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -911946.000000 Penalty: 4392.267578
	Iteration 28Q: 3 clusters Score -911946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -911952.125000 Penalty: 4392.267578
	Iteration 29Q: 3 clusters Score -911952.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -911953.812500 Penalty: 4392.267578
	Iteration 30Q: 3 clusters Score -911953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -911956.687500 Penalty: 4392.267578
	Iteration 31Q: 3 clusters Score -911956.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -911966.312500 Penalty: 4392.267578
	Iteration 32Q: 3 clusters Score -911966.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -911970.312500 Penalty: 4392.267578
	Iteration 33Q: 3 clusters Score -911970.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -911978.062500 Penalty: 4392.267578
	Iteration 34Q: 3 clusters Score -911978.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -911993.687500 Penalty: 4392.267578
	Iteration 35Q: 3 clusters Score -911993.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -911999.437500 Penalty: 4392.267578
	Iteration 36Q: 3 clusters Score -911999.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -912003.687500 Penalty: 4392.267578
	Iteration 37Q: 3 clusters Score -912003.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -912008.750000 Penalty: 4392.267578
	Iteration 38Q: 3 clusters Score -912008.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -912011.750000 Penalty: 4392.267578
	Iteration 39Q: 3 clusters Score -912011.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -912013.875000 Penalty: 4392.267578
	Iteration 40F: 3 clusters Score -912013.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Entering Unmasked Estep 
Score: -1378030.750000 Penalty: 2307.169189
	Iteration 0F: 2 clusters Score -1378031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1369754.625000 Penalty: 4614.338379
	Iteration 0F: 3 clusters Score -1369755 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1372205.625000 Penalty: 4614.338379
	Iteration 1F: 3 clusters Score -1372206 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1372561.125000 Penalty: 4614.338379
	Iteration 2F: 3 clusters Score -1372561 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1372838.000000 Penalty: 4614.338379
	Iteration 3F: 3 clusters Score -1372838 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1373095.875000 Penalty: 4614.338379
	Iteration 4Q: 3 clusters Score -1373096 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1373342.125000 Penalty: 4614.338379
	Iteration 5Q: 3 clusters Score -1373342 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1373566.125000 Penalty: 4614.338379
	Iteration 6Q: 3 clusters Score -1373566 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1373783.875000 Penalty: 4614.338379
	Iteration 7Q: 3 clusters Score -1373784 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1373981.500000 Penalty: 4614.338379
	Iteration 8Q: 3 clusters Score -1373982 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1374171.500000 Penalty: 4614.338379
	Iteration 9Q: 3 clusters Score -1374172 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1374330.375000 Penalty: 4614.338379
	Iteration 10Q: 3 clusters Score -1374330 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1374459.000000 Penalty: 4614.338379
	Iteration 11Q: 3 clusters Score -1374459 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1374564.875000 Penalty: 4614.338379
	Iteration 12Q: 3 clusters Score -1374565 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1374664.250000 Penalty: 4614.338379
	Iteration 13Q: 3 clusters Score -1374664 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1374751.500000 Penalty: 4614.338379
	Iteration 14Q: 3 clusters Score -1374752 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1374823.000000 Penalty: 4614.338379
	Iteration 15Q: 3 clusters Score -1374823 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1374877.875000 Penalty: 4614.338379
	Iteration 16Q: 3 clusters Score -1374878 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1374922.750000 Penalty: 4614.338379
	Iteration 17Q: 3 clusters Score -1374923 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1374968.875000 Penalty: 4614.338379
	Iteration 18Q: 3 clusters Score -1374969 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1375009.875000 Penalty: 4614.338379
	Iteration 19Q: 3 clusters Score -1375010 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1375048.000000 Penalty: 4614.338379
	Iteration 20F: 3 clusters Score -1375048 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1375079.625000 Penalty: 4614.338379
	Iteration 21Q: 3 clusters Score -1375080 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1375115.500000 Penalty: 4614.338379
	Iteration 22Q: 3 clusters Score -1375116 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1375161.000000 Penalty: 4614.338379
	Iteration 23Q: 3 clusters Score -1375161 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1375199.250000 Penalty: 4614.338379
	Iteration 24Q: 3 clusters Score -1375199 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1375245.625000 Penalty: 4614.338379
	Iteration 25Q: 3 clusters Score -1375246 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1375317.875000 Penalty: 4614.338379
	Iteration 26Q: 3 clusters Score -1375318 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1375393.000000 Penalty: 4614.338379
	Iteration 27Q: 3 clusters Score -1375393 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1375484.250000 Penalty: 4614.338379
	Iteration 28Q: 3 clusters Score -1375484 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1375573.000000 Penalty: 4614.338379
	Iteration 29Q: 3 clusters Score -1375573 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1375640.625000 Penalty: 4614.338379
	Iteration 30Q: 3 clusters Score -1375641 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1375704.625000 Penalty: 4614.338379
	Iteration 31Q: 3 clusters Score -1375705 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1375761.625000 Penalty: 4614.338379
	Iteration 32Q: 3 clusters Score -1375762 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1375814.000000 Penalty: 4614.338379
	Iteration 33Q: 3 clusters Score -1375814 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1375862.750000 Penalty: 4614.338379
	Iteration 34Q: 3 clusters Score -1375863 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1375908.875000 Penalty: 4614.338379
	Iteration 35Q: 3 clusters Score -1375909 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1375946.500000 Penalty: 4614.338379
	Iteration 36Q: 3 clusters Score -1375946 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1375988.375000 Penalty: 4614.338379
	Iteration 37Q: 3 clusters Score -1375988 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1376019.250000 Penalty: 4614.338379
	Iteration 38Q: 3 clusters Score -1376019 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1376048.625000 Penalty: 4614.338379
	Iteration 39Q: 3 clusters Score -1376049 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1376078.000000 Penalty: 4614.338379
	Iteration 40F: 3 clusters Score -1376078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1376103.000000 Penalty: 4614.338379
	Iteration 41Q: 3 clusters Score -1376103 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1376120.000000 Penalty: 4614.338379
	Iteration 42Q: 3 clusters Score -1376120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1376138.500000 Penalty: 4614.338379
	Iteration 43Q: 3 clusters Score -1376138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1376153.500000 Penalty: 4614.338379
	Iteration 44Q: 3 clusters Score -1376154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1376176.750000 Penalty: 4614.338379
	Iteration 45Q: 3 clusters Score -1376177 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1376191.375000 Penalty: 4614.338379
	Iteration 46Q: 3 clusters Score -1376191 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1376208.250000 Penalty: 4614.338379
	Iteration 47Q: 3 clusters Score -1376208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1376214.125000 Penalty: 4614.338379
	Iteration 48Q: 3 clusters Score -1376214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1376222.500000 Penalty: 4614.338379
	Iteration 49Q: 3 clusters Score -1376222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1376230.125000 Penalty: 4614.338379
	Iteration 50Q: 3 clusters Score -1376230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1376241.125000 Penalty: 4614.338379
	Iteration 51Q: 3 clusters Score -1376241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1376248.625000 Penalty: 4614.338379
	Iteration 52Q: 3 clusters Score -1376249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1376260.875000 Penalty: 4614.338379
	Iteration 53Q: 3 clusters Score -1376261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1376271.250000 Penalty: 4614.338379
	Iteration 54Q: 3 clusters Score -1376271 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1376284.125000 Penalty: 4614.338379
	Iteration 55Q: 3 clusters Score -1376284 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1376298.500000 Penalty: 4614.338379
	Iteration 56Q: 3 clusters Score -1376298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1376314.000000 Penalty: 4614.338379
	Iteration 57Q: 3 clusters Score -1376314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1376323.250000 Penalty: 4614.338379
	Iteration 58Q: 3 clusters Score -1376323 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1376332.125000 Penalty: 4614.338379
	Iteration 59Q: 3 clusters Score -1376332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1376338.625000 Penalty: 4614.338379
	Iteration 60F: 3 clusters Score -1376339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1376341.125000 Penalty: 4614.338379
	Iteration 61Q: 3 clusters Score -1376341 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1376344.625000 Penalty: 4614.338379
	Iteration 62Q: 3 clusters Score -1376345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1376352.500000 Penalty: 4614.338379
	Iteration 63Q: 3 clusters Score -1376352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1376363.000000 Penalty: 4614.338379
	Iteration 64Q: 3 clusters Score -1376363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1376370.875000 Penalty: 4614.338379
	Iteration 65Q: 3 clusters Score -1376371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1376378.500000 Penalty: 4614.338379
	Iteration 66Q: 3 clusters Score -1376378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1376388.500000 Penalty: 4614.338379
	Iteration 67Q: 3 clusters Score -1376388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1376398.000000 Penalty: 4614.338379
	Iteration 68Q: 3 clusters Score -1376398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1376407.750000 Penalty: 4614.338379
	Iteration 69Q: 3 clusters Score -1376408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1376412.750000 Penalty: 4614.338379
	Iteration 70Q: 3 clusters Score -1376413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1376421.500000 Penalty: 4614.338379
	Iteration 71Q: 3 clusters Score -1376422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1376422.000000 Penalty: 4614.338379
	Iteration 72Q: 3 clusters Score -1376422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1376427.625000 Penalty: 4614.338379
	Iteration 73Q: 3 clusters Score -1376428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1376431.250000 Penalty: 4614.338379
	Iteration 74Q: 3 clusters Score -1376431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1376430.500000 Penalty: 4614.338379
	Iteration 75Q: 3 clusters Score -1376430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1376433.375000 Penalty: 4614.338379
	Iteration 76Q: 3 clusters Score -1376433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1376435.250000 Penalty: 4614.338379
	Iteration 77Q: 3 clusters Score -1376435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1376436.875000 Penalty: 4614.338379
	Iteration 78Q: 3 clusters Score -1376437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1376441.250000 Penalty: 4614.338379
	Iteration 79Q: 3 clusters Score -1376441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1376442.125000 Penalty: 4614.338379
	Iteration 80F: 3 clusters Score -1376442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1376446.875000 Penalty: 4614.338379
	Iteration 81Q: 3 clusters Score -1376447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1376449.500000 Penalty: 4614.338379
	Iteration 82Q: 3 clusters Score -1376450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1376451.125000 Penalty: 4614.338379
	Iteration 83Q: 3 clusters Score -1376451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1376456.875000 Penalty: 4614.338379
	Iteration 84Q: 3 clusters Score -1376457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1376454.875000 Penalty: 4614.338379
	Iteration 85Q: 3 clusters Score -1376455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1376459.375000 Penalty: 4614.338379
	Iteration 86Q: 3 clusters Score -1376459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1376463.125000 Penalty: 4614.338379
	Iteration 87Q: 3 clusters Score -1376463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1376465.125000 Penalty: 4614.338379
	Iteration 88Q: 3 clusters Score -1376465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1376466.875000 Penalty: 4614.338379
	Iteration 89Q: 3 clusters Score -1376467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1376472.625000 Penalty: 4614.338379
	Iteration 90Q: 3 clusters Score -1376473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1376475.000000 Penalty: 4614.338379
	Iteration 91Q: 3 clusters Score -1376475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1376479.875000 Penalty: 4614.338379
	Iteration 92Q: 3 clusters Score -1376480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1376483.375000 Penalty: 4614.338379
	Iteration 93Q: 3 clusters Score -1376483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1376487.625000 Penalty: 4614.338379
	Iteration 94Q: 3 clusters Score -1376488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1376487.625000 Penalty: 4614.338379
	Iteration 95Q: 3 clusters Score -1376488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1376485.875000 Penalty: 4614.338379
	Iteration 96Q: 3 clusters Score -1376486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1376489.250000 Penalty: 4614.338379
	Iteration 97Q: 3 clusters Score -1376489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1376489.250000 Penalty: 4614.338379
	Iteration 98Q: 3 clusters Score -1376489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1376490.250000 Penalty: 4614.338379
	Iteration 99Q: 3 clusters Score -1376490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1376493.000000 Penalty: 4614.338379
	Iteration 100F: 3 clusters Score -1376493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Entering Unmasked Estep 
Score: -737243.250000 Penalty: 2141.694336
	Iteration 0F: 2 clusters Score -737243.2 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 2845 members 
Entering Unmasked Estep 
Score: -732288.687500 Penalty: 4283.388672
	Iteration 0F: 3 clusters Score -732288.7 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -733496.812500 Penalty: 4283.388672
	Iteration 1F: 3 clusters Score -733496.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -733706.187500 Penalty: 4283.388672
	Iteration 2F: 3 clusters Score -733706.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -733848.687500 Penalty: 4283.388672
	Iteration 3Q: 3 clusters Score -733848.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -733958.750000 Penalty: 4283.388672
	Iteration 4Q: 3 clusters Score -733958.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -734026.000000 Penalty: 4283.388672
	Iteration 5Q: 3 clusters Score -734026 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -734070.062500 Penalty: 4283.388672
	Iteration 6Q: 3 clusters Score -734070.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -734112.875000 Penalty: 4283.388672
	Iteration 7Q: 3 clusters Score -734112.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -734145.062500 Penalty: 4283.388672
	Iteration 8Q: 3 clusters Score -734145.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -734169.875000 Penalty: 4283.388672
	Iteration 9Q: 3 clusters Score -734169.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -734189.687500 Penalty: 4283.388672
	Iteration 10Q: 3 clusters Score -734189.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -734214.750000 Penalty: 4283.388672
	Iteration 11Q: 3 clusters Score -734214.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -734236.250000 Penalty: 4283.388672
	Iteration 12Q: 3 clusters Score -734236.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -734258.875000 Penalty: 4283.388672
	Iteration 13Q: 3 clusters Score -734258.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -734284.625000 Penalty: 4283.388672
	Iteration 14Q: 3 clusters Score -734284.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -734312.312500 Penalty: 4283.388672
	Iteration 15Q: 3 clusters Score -734312.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -734343.250000 Penalty: 4283.388672
	Iteration 16Q: 3 clusters Score -734343.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -734373.437500 Penalty: 4283.388672
	Iteration 17Q: 3 clusters Score -734373.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -734410.875000 Penalty: 4283.388672
	Iteration 18Q: 3 clusters Score -734410.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -734451.187500 Penalty: 4283.388672
	Iteration 19Q: 3 clusters Score -734451.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -734508.562500 Penalty: 4283.388672
	Iteration 20F: 3 clusters Score -734508.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -734567.000000 Penalty: 4283.388672
	Iteration 21Q: 3 clusters Score -734567 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -734631.187500 Penalty: 4283.388672
	Iteration 22Q: 3 clusters Score -734631.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -734707.750000 Penalty: 4283.388672
	Iteration 23Q: 3 clusters Score -734707.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -734784.750000 Penalty: 4283.388672
	Iteration 24Q: 3 clusters Score -734784.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -734851.625000 Penalty: 4283.388672
	Iteration 25Q: 3 clusters Score -734851.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -734923.937500 Penalty: 4283.388672
	Iteration 26Q: 3 clusters Score -734923.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -734983.437500 Penalty: 4283.388672
	Iteration 27Q: 3 clusters Score -734983.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -735035.125000 Penalty: 4283.388672
	Iteration 28Q: 3 clusters Score -735035.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -735078.375000 Penalty: 4283.388672
	Iteration 29Q: 3 clusters Score -735078.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -735109.500000 Penalty: 4283.388672
	Iteration 30Q: 3 clusters Score -735109.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -735142.500000 Penalty: 4283.388672
	Iteration 31Q: 3 clusters Score -735142.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -735175.750000 Penalty: 4283.388672
	Iteration 32Q: 3 clusters Score -735175.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -735211.625000 Penalty: 4283.388672
	Iteration 33Q: 3 clusters Score -735211.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -735238.062500 Penalty: 4283.388672
	Iteration 34Q: 3 clusters Score -735238.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -735262.375000 Penalty: 4283.388672
	Iteration 35Q: 3 clusters Score -735262.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -735286.187500 Penalty: 4283.388672
	Iteration 36Q: 3 clusters Score -735286.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -735309.062500 Penalty: 4283.388672
	Iteration 37Q: 3 clusters Score -735309.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -735327.437500 Penalty: 4283.388672
	Iteration 38Q: 3 clusters Score -735327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -735334.562500 Penalty: 4283.388672
	Iteration 39Q: 3 clusters Score -735334.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -735339.062500 Penalty: 4283.388672
	Iteration 40F: 3 clusters Score -735339.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -735343.125000 Penalty: 4283.388672
	Iteration 41Q: 3 clusters Score -735343.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -735349.625000 Penalty: 4283.388672
	Iteration 42Q: 3 clusters Score -735349.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -735354.062500 Penalty: 4283.388672
	Iteration 43Q: 3 clusters Score -735354.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -735356.750000 Penalty: 4283.388672
	Iteration 44Q: 3 clusters Score -735356.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -735357.812500 Penalty: 4283.388672
	Iteration 45Q: 3 clusters Score -735357.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -735359.375000 Penalty: 4283.388672
	Iteration 46Q: 3 clusters Score -735359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -735360.562500 Penalty: 4283.388672
	Iteration 47Q: 3 clusters Score -735360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -735362.937500 Penalty: 4283.388672
	Iteration 48Q: 3 clusters Score -735362.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -735365.625000 Penalty: 4283.388672
	Iteration 49Q: 3 clusters Score -735365.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -735367.937500 Penalty: 4283.388672
	Iteration 50Q: 3 clusters Score -735367.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -735368.687500 Penalty: 4283.388672
	Iteration 51Q: 3 clusters Score -735368.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -735371.500000 Penalty: 4283.388672
	Iteration 52Q: 3 clusters Score -735371.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -735371.437500 Penalty: 4283.388672
	Iteration 53Q: 3 clusters Score -735371.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -735372.062500 Penalty: 4283.388672
	Iteration 54Q: 3 clusters Score -735372.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -735375.250000 Penalty: 4283.388672
	Iteration 55Q: 3 clusters Score -735375.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -735374.437500 Penalty: 4283.388672
	Iteration 56Q: 3 clusters Score -735374.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -735377.187500 Penalty: 4283.388672
	Iteration 57Q: 3 clusters Score -735377.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -735380.437500 Penalty: 4283.388672
	Iteration 58Q: 3 clusters Score -735380.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -735382.687500 Penalty: 4283.388672
	Iteration 59Q: 3 clusters Score -735382.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -735386.375000 Penalty: 4283.388672
	Iteration 60F: 3 clusters Score -735386.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -735387.500000 Penalty: 4283.388672
	Iteration 61Q: 3 clusters Score -735387.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -735391.000000 Penalty: 4283.388672
	Iteration 62Q: 3 clusters Score -735391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -735394.312500 Penalty: 4283.388672
	Iteration 63Q: 3 clusters Score -735394.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -735395.500000 Penalty: 4283.388672
	Iteration 64Q: 3 clusters Score -735395.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -735395.500000 Penalty: 4283.388672
	Iteration 65F: 3 clusters Score -735395.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Entering Unmasked Estep 
Score: -4735144.000000 Penalty: 2603.285156
	Iteration 0F: 2 clusters Score -4735144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -4710583.000000 Penalty: 5206.570312
	Iteration 0F: 3 clusters Score -4710583 nChanged 16387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -4719349.000000 Penalty: 5206.570312
	Iteration 1F: 3 clusters Score -4719349 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -4719763.500000 Penalty: 5206.570312
	Iteration 2Q: 3 clusters Score -4719764 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -4720159.000000 Penalty: 5206.570312
	Iteration 3Q: 3 clusters Score -4720159 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -4720594.500000 Penalty: 5206.570312
	Iteration 4Q: 3 clusters Score -4720594 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -4721129.000000 Penalty: 5206.570312
	Iteration 5Q: 3 clusters Score -4721129 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -4721889.000000 Penalty: 5206.570312
	Iteration 6Q: 3 clusters Score -4721889 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -4723030.500000 Penalty: 5206.570312
	Iteration 7F: 3 clusters Score -4723030 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -4724677.000000 Penalty: 5206.570312
	Iteration 8F: 3 clusters Score -4724677 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -4726890.500000 Penalty: 5206.570312
	Iteration 9F: 3 clusters Score -4726890 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -4729171.500000 Penalty: 5206.570312
	Iteration 10F: 3 clusters Score -4729172 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -4730935.500000 Penalty: 5206.570312
	Iteration 11F: 3 clusters Score -4730936 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -4731969.500000 Penalty: 5206.570312
	Iteration 12Q: 3 clusters Score -4731970 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -4732480.500000 Penalty: 5206.570312
	Iteration 13Q: 3 clusters Score -4732480 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -4732789.000000 Penalty: 5206.570312
	Iteration 14Q: 3 clusters Score -4732789 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -4732930.000000 Penalty: 5206.570312
	Iteration 15Q: 3 clusters Score -4732930 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -4733022.000000 Penalty: 5206.570312
	Iteration 16Q: 3 clusters Score -4733022 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -4733096.500000 Penalty: 5206.570312
	Iteration 17Q: 3 clusters Score -4733096 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -4733145.000000 Penalty: 5206.570312
	Iteration 18Q: 3 clusters Score -4733145 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -4733177.000000 Penalty: 5206.570312
	Iteration 19Q: 3 clusters Score -4733177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -4733187.000000 Penalty: 5206.570312
	Iteration 20F: 3 clusters Score -4733187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -4733194.000000 Penalty: 5206.570312
	Iteration 21Q: 3 clusters Score -4733194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -4733200.500000 Penalty: 5206.570312
	Iteration 22Q: 3 clusters Score -4733200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -4733212.000000 Penalty: 5206.570312
	Iteration 23Q: 3 clusters Score -4733212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -4733214.500000 Penalty: 5206.570312
	Iteration 24Q: 3 clusters Score -4733214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -4733220.500000 Penalty: 5206.570312
	Iteration 25Q: 3 clusters Score -4733220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -4733223.500000 Penalty: 5206.570312
	Iteration 26Q: 3 clusters Score -4733224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -4733225.000000 Penalty: 5206.570312
	Iteration 27Q: 3 clusters Score -4733225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -4733223.500000 Penalty: 5206.570312
	Iteration 28Q: 3 clusters Score -4733224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -4733223.000000 Penalty: 5206.570312
	Iteration 29Q: 3 clusters Score -4733223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -4733221.500000 Penalty: 5206.570312
	Iteration 30Q: 3 clusters Score -4733222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -4733217.500000 Penalty: 5206.570312
	Iteration 31Q: 3 clusters Score -4733218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -4733221.500000 Penalty: 5206.570312
	Iteration 32Q: 3 clusters Score -4733222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -4733221.500000 Penalty: 5206.570312
	Iteration 33F: 3 clusters Score -4733222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Entering Unmasked Estep 
Score: -1672994.875000 Penalty: 2344.220459
	Iteration 0F: 2 clusters Score -1672995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1663610.125000 Penalty: 4688.440918
	Iteration 0F: 3 clusters Score -1663610 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1666403.375000 Penalty: 4688.440918
	Iteration 1F: 3 clusters Score -1666403 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1666760.250000 Penalty: 4688.440918
	Iteration 2F: 3 clusters Score -1666760 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1667080.500000 Penalty: 4688.440918
	Iteration 3F: 3 clusters Score -1667080 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1667445.000000 Penalty: 4688.440918
	Iteration 4F: 3 clusters Score -1667445 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1667841.125000 Penalty: 4688.440918
	Iteration 5F: 3 clusters Score -1667841 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1668301.875000 Penalty: 4688.440918
	Iteration 6F: 3 clusters Score -1668302 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1668866.625000 Penalty: 4688.440918
	Iteration 7F: 3 clusters Score -1668867 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1669460.250000 Penalty: 4688.440918
	Iteration 8F: 3 clusters Score -1669460 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1669993.125000 Penalty: 4688.440918
	Iteration 9Q: 3 clusters Score -1669993 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1670429.875000 Penalty: 4688.440918
	Iteration 10Q: 3 clusters Score -1670430 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1670637.125000 Penalty: 4688.440918
	Iteration 11Q: 3 clusters Score -1670637 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1670775.500000 Penalty: 4688.440918
	Iteration 12Q: 3 clusters Score -1670776 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1670868.125000 Penalty: 4688.440918
	Iteration 13Q: 3 clusters Score -1670868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1670916.375000 Penalty: 4688.440918
	Iteration 14Q: 3 clusters Score -1670916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1670955.125000 Penalty: 4688.440918
	Iteration 15Q: 3 clusters Score -1670955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1670978.750000 Penalty: 4688.440918
	Iteration 16Q: 3 clusters Score -1670979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1670992.750000 Penalty: 4688.440918
	Iteration 17Q: 3 clusters Score -1670993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1671008.375000 Penalty: 4688.440918
	Iteration 18Q: 3 clusters Score -1671008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1671011.125000 Penalty: 4688.440918
	Iteration 19Q: 3 clusters Score -1671011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1671018.500000 Penalty: 4688.440918
	Iteration 20F: 3 clusters Score -1671018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1671022.750000 Penalty: 4688.440918
	Iteration 21Q: 3 clusters Score -1671023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1671024.125000 Penalty: 4688.440918
	Iteration 22Q: 3 clusters Score -1671024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1671026.625000 Penalty: 4688.440918
	Iteration 23Q: 3 clusters Score -1671027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1671027.625000 Penalty: 4688.440918
	Iteration 24Q: 3 clusters Score -1671028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1671028.625000 Penalty: 4688.440918
	Iteration 25Q: 3 clusters Score -1671029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1671028.625000 Penalty: 4688.440918
	Iteration 26F: 3 clusters Score -1671029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -57053.843750 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -57053.84 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 248 members 
Entering Unmasked Estep 
Score: -55567.472656 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -55567.47 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55706.789062 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -55706.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55763.726562 Penalty: 3051.755371
	Iteration 2Q: 3 clusters Score -55763.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55794.386719 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -55794.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55811.472656 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -55811.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55831.234375 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -55831.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55836.347656 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -55836.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55839.238281 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -55839.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55840.636719 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -55840.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55842.515625 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -55842.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55844.828125 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -55844.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55844.828125 Penalty: 3051.755371
	Iteration 11F: 3 clusters Score -55844.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Entering Unmasked Estep 
Score: -5823569.000000 Penalty: 2664.190186
	Iteration 0F: 2 clusters Score -5823569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -5792310.000000 Penalty: 5328.380371
	Iteration 0F: 3 clusters Score -5792310 nChanged 21413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -5804471.000000 Penalty: 5328.380371
	Iteration 1F: 3 clusters Score -5804471 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -5805535.000000 Penalty: 5328.380371
	Iteration 2F: 3 clusters Score -5805535 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -5806939.000000 Penalty: 5328.380371
	Iteration 3F: 3 clusters Score -5806939 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -5808628.000000 Penalty: 5328.380371
	Iteration 4F: 3 clusters Score -5808628 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -5810333.000000 Penalty: 5328.380371
	Iteration 5F: 3 clusters Score -5810333 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -5811984.000000 Penalty: 5328.380371
	Iteration 6F: 3 clusters Score -5811984 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -5813527.000000 Penalty: 5328.380371
	Iteration 7F: 3 clusters Score -5813527 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -5814943.000000 Penalty: 5328.380371
	Iteration 8Q: 3 clusters Score -5814943 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -5816497.500000 Penalty: 5328.380371
	Iteration 9Q: 3 clusters Score -5816498 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -5818109.000000 Penalty: 5328.380371
	Iteration 10Q: 3 clusters Score -5818109 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -5819323.000000 Penalty: 5328.380371
	Iteration 11Q: 3 clusters Score -5819323 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -5819893.000000 Penalty: 5328.380371
	Iteration 12Q: 3 clusters Score -5819893 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -5820182.000000 Penalty: 5328.380371
	Iteration 13Q: 3 clusters Score -5820182 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -5820305.000000 Penalty: 5328.380371
	Iteration 14Q: 3 clusters Score -5820305 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -5820339.000000 Penalty: 5328.380371
	Iteration 15Q: 3 clusters Score -5820339 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -5820384.000000 Penalty: 5328.380371
	Iteration 16Q: 3 clusters Score -5820384 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -5820431.500000 Penalty: 5328.380371
	Iteration 17Q: 3 clusters Score -5820432 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -5820466.000000 Penalty: 5328.380371
	Iteration 18Q: 3 clusters Score -5820466 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -5820489.500000 Penalty: 5328.380371
	Iteration 19Q: 3 clusters Score -5820490 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -5820491.500000 Penalty: 5328.380371
	Iteration 20F: 3 clusters Score -5820492 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -5820514.500000 Penalty: 5328.380371
	Iteration 21Q: 3 clusters Score -5820514 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -5820539.500000 Penalty: 5328.380371
	Iteration 22Q: 3 clusters Score -5820540 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -5820543.500000 Penalty: 5328.380371
	Iteration 23Q: 3 clusters Score -5820544 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -5820539.500000 Penalty: 5328.380371
	Iteration 24Q: 3 clusters Score -5820540 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -5820545.000000 Penalty: 5328.380371
	Iteration 25Q: 3 clusters Score -5820545 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -5820582.000000 Penalty: 5328.380371
	Iteration 26Q: 3 clusters Score -5820582 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -5820573.000000 Penalty: 5328.380371
	Iteration 27Q: 3 clusters Score -5820573 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -5820592.000000 Penalty: 5328.380371
	Iteration 28Q: 3 clusters Score -5820592 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -5820613.000000 Penalty: 5328.380371
	Iteration 29Q: 3 clusters Score -5820613 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -5820615.000000 Penalty: 5328.380371
	Iteration 30Q: 3 clusters Score -5820615 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -5820617.500000 Penalty: 5328.380371
	Iteration 31Q: 3 clusters Score -5820618 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -5820634.000000 Penalty: 5328.380371
	Iteration 32Q: 3 clusters Score -5820634 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -5820660.500000 Penalty: 5328.380371
	Iteration 33Q: 3 clusters Score -5820660 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -5820658.000000 Penalty: 5328.380371
	Iteration 34Q: 3 clusters Score -5820658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -5820662.000000 Penalty: 5328.380371
	Iteration 35Q: 3 clusters Score -5820662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -5820671.500000 Penalty: 5328.380371
	Iteration 36Q: 3 clusters Score -5820672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -5820667.500000 Penalty: 5328.380371
	Iteration 37Q: 3 clusters Score -5820668 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -5820639.500000 Penalty: 5328.380371
	Iteration 38Q: 3 clusters Score -5820640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -5820639.000000 Penalty: 5328.380371
	Iteration 39Q: 3 clusters Score -5820639 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -5820638.500000 Penalty: 5328.380371
	Iteration 40F: 3 clusters Score -5820638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -5820635.000000 Penalty: 5328.380371
	Iteration 41Q: 3 clusters Score -5820635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -5820647.500000 Penalty: 5328.380371
	Iteration 42Q: 3 clusters Score -5820648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -5820653.500000 Penalty: 5328.380371
	Iteration 43Q: 3 clusters Score -5820654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -5820645.000000 Penalty: 5328.380371
	Iteration 44Q: 3 clusters Score -5820645 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -5820645.000000 Penalty: 5328.380371
	Iteration 45Q: 3 clusters Score -5820645 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -5820645.000000 Penalty: 5328.380371
	Iteration 46Q: 3 clusters Score -5820645 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -5820640.500000 Penalty: 5328.380371
	Iteration 47Q: 3 clusters Score -5820640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -5820638.000000 Penalty: 5328.380371
	Iteration 48Q: 3 clusters Score -5820638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -5820648.500000 Penalty: 5328.380371
	Iteration 49Q: 3 clusters Score -5820648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -5820644.500000 Penalty: 5328.380371
	Iteration 50Q: 3 clusters Score -5820644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -5820663.500000 Penalty: 5328.380371
	Iteration 51Q: 3 clusters Score -5820664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -5820666.000000 Penalty: 5328.380371
	Iteration 52Q: 3 clusters Score -5820666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -5820667.500000 Penalty: 5328.380371
	Iteration 53Q: 3 clusters Score -5820668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -5820670.000000 Penalty: 5328.380371
	Iteration 54Q: 3 clusters Score -5820670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -5820678.500000 Penalty: 5328.380371
	Iteration 55Q: 3 clusters Score -5820678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -5820679.500000 Penalty: 5328.380371
	Iteration 56Q: 3 clusters Score -5820680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -5820672.000000 Penalty: 5328.380371
	Iteration 57Q: 3 clusters Score -5820672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -5820675.000000 Penalty: 5328.380371
	Iteration 58Q: 3 clusters Score -5820675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -5820671.000000 Penalty: 5328.380371
	Iteration 59Q: 3 clusters Score -5820671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -5820676.000000 Penalty: 5328.380371
	Iteration 60F: 3 clusters Score -5820676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -5820672.000000 Penalty: 5328.380371
	Iteration 61Q: 3 clusters Score -5820672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -5820669.500000 Penalty: 5328.380371
	Iteration 62Q: 3 clusters Score -5820670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -5820678.500000 Penalty: 5328.380371
	Iteration 63Q: 3 clusters Score -5820678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -5820682.000000 Penalty: 5328.380371
	Iteration 64Q: 3 clusters Score -5820682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -5820685.000000 Penalty: 5328.380371
	Iteration 65Q: 3 clusters Score -5820685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -5820691.000000 Penalty: 5328.380371
	Iteration 66Q: 3 clusters Score -5820691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -5820688.500000 Penalty: 5328.380371
	Iteration 67Q: 3 clusters Score -5820688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -5820693.000000 Penalty: 5328.380371
	Iteration 68Q: 3 clusters Score -5820693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -5820692.000000 Penalty: 5328.380371
	Iteration 69Q: 3 clusters Score -5820692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -5820698.500000 Penalty: 5328.380371
	Iteration 70Q: 3 clusters Score -5820698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -5820701.000000 Penalty: 5328.380371
	Iteration 71Q: 3 clusters Score -5820701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -5820705.000000 Penalty: 5328.380371
	Iteration 72Q: 3 clusters Score -5820705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -5820701.500000 Penalty: 5328.380371
	Iteration 73Q: 3 clusters Score -5820702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -5820717.000000 Penalty: 5328.380371
	Iteration 74Q: 3 clusters Score -5820717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -5820700.000000 Penalty: 5328.380371
	Iteration 75Q: 3 clusters Score -5820700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -5820704.500000 Penalty: 5328.380371
	Iteration 76Q: 3 clusters Score -5820704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -5820709.500000 Penalty: 5328.380371
	Iteration 77Q: 3 clusters Score -5820710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -5820709.000000 Penalty: 5328.380371
	Iteration 78Q: 3 clusters Score -5820709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -5820710.000000 Penalty: 5328.380371
	Iteration 79Q: 3 clusters Score -5820710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -5820715.000000 Penalty: 5328.380371
	Iteration 80F: 3 clusters Score -5820715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -5820710.500000 Penalty: 5328.380371
	Iteration 81Q: 3 clusters Score -5820710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -5820710.500000 Penalty: 5328.380371
	Iteration 82F: 3 clusters Score -5820710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -103913.218750 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -103913.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102125.976562 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -102126 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -102602.523438 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -102602.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -102958.304688 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -102958.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -103347.015625 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -103347 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -103638.265625 Penalty: 3385.966553
	Iteration 4F: 3 clusters Score -103638.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -103818.906250 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -103818.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -103994.257812 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -103994.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -104249.500000 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -104249.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -104400.875000 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -104400.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -104410.195312 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -104410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -104412.937500 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -104412.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104413.648438 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -104413.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104413.648438 Penalty: 3385.966553
	Iteration 12F: 3 clusters Score -104413.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 14308 members 
Mstep: Class 3 contains 7090 members 
Mstep: Class 4 contains 161995 members 
Mstep: Class 5 contains 273445 members 
Mstep: Class 6 contains 13283 members 
Mstep: Class 7 contains 1005 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 54745 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 10972 members 
Mstep: Class 13 contains 5630 members 
Mstep: Class 14 contains 36211 members 
Mstep: Class 15 contains 12740 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46291 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 12953 members 
Mstep: Class 20 contains 11999 members 
Mstep: Class 21 contains 14863 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 12677 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 807 members 
Mstep: Class 27 contains 439 members 
Entering Unmasked Estep 
Score: -90826224.000000 Penalty: 90278.039062
Splitting cluster 18 changes total score from -90827392.000000 to -90826224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (12953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Entering Unmasked Estep 
Score: -1715789.500000 Penalty: 2348.332520
	Iteration 0F: 2 clusters Score -1715790 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 6528 members 
Entering Unmasked Estep 
Score: -1706157.000000 Penalty: 4696.665039
	Iteration 0F: 3 clusters Score -1706157 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1709115.250000 Penalty: 4696.665039
	Iteration 1F: 3 clusters Score -1709115 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1709410.625000 Penalty: 4696.665039
	Iteration 2F: 3 clusters Score -1709411 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1709649.375000 Penalty: 4696.665039
	Iteration 3Q: 3 clusters Score -1709649 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1709841.000000 Penalty: 4696.665039
	Iteration 4Q: 3 clusters Score -1709841 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1710011.500000 Penalty: 4696.665039
	Iteration 5Q: 3 clusters Score -1710012 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1710177.000000 Penalty: 4696.665039
	Iteration 6Q: 3 clusters Score -1710177 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1710394.500000 Penalty: 4696.665039
	Iteration 7Q: 3 clusters Score -1710394 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1710653.500000 Penalty: 4696.665039
	Iteration 8Q: 3 clusters Score -1710654 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1710958.000000 Penalty: 4696.665039
	Iteration 9Q: 3 clusters Score -1710958 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1711328.625000 Penalty: 4696.665039
	Iteration 10Q: 3 clusters Score -1711329 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1711744.750000 Penalty: 4696.665039
	Iteration 11Q: 3 clusters Score -1711745 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1712169.250000 Penalty: 4696.665039
	Iteration 12Q: 3 clusters Score -1712169 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1712555.750000 Penalty: 4696.665039
	Iteration 13Q: 3 clusters Score -1712556 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1712873.625000 Penalty: 4696.665039
	Iteration 14Q: 3 clusters Score -1712874 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1713093.250000 Penalty: 4696.665039
	Iteration 15Q: 3 clusters Score -1713093 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1713243.750000 Penalty: 4696.665039
	Iteration 16Q: 3 clusters Score -1713244 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1713335.625000 Penalty: 4696.665039
	Iteration 17Q: 3 clusters Score -1713336 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1713418.000000 Penalty: 4696.665039
	Iteration 18Q: 3 clusters Score -1713418 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1713483.375000 Penalty: 4696.665039
	Iteration 19Q: 3 clusters Score -1713483 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1713541.125000 Penalty: 4696.665039
	Iteration 20F: 3 clusters Score -1713541 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1713591.000000 Penalty: 4696.665039
	Iteration 21Q: 3 clusters Score -1713591 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1713624.000000 Penalty: 4696.665039
	Iteration 22Q: 3 clusters Score -1713624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1713649.750000 Penalty: 4696.665039
	Iteration 23Q: 3 clusters Score -1713650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1713676.125000 Penalty: 4696.665039
	Iteration 24Q: 3 clusters Score -1713676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1713687.625000 Penalty: 4696.665039
	Iteration 25Q: 3 clusters Score -1713688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1713697.250000 Penalty: 4696.665039
	Iteration 26Q: 3 clusters Score -1713697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1713703.875000 Penalty: 4696.665039
	Iteration 27Q: 3 clusters Score -1713704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1713709.625000 Penalty: 4696.665039
	Iteration 28Q: 3 clusters Score -1713710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1713709.375000 Penalty: 4696.665039
	Iteration 29Q: 3 clusters Score -1713709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1713714.000000 Penalty: 4696.665039
	Iteration 30Q: 3 clusters Score -1713714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1713716.375000 Penalty: 4696.665039
	Iteration 31Q: 3 clusters Score -1713716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1713722.625000 Penalty: 4696.665039
	Iteration 32Q: 3 clusters Score -1713723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1713728.125000 Penalty: 4696.665039
	Iteration 33Q: 3 clusters Score -1713728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1713732.500000 Penalty: 4696.665039
	Iteration 34Q: 3 clusters Score -1713732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1713743.000000 Penalty: 4696.665039
	Iteration 35Q: 3 clusters Score -1713743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1713747.375000 Penalty: 4696.665039
	Iteration 36Q: 3 clusters Score -1713747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1713750.125000 Penalty: 4696.665039
	Iteration 37Q: 3 clusters Score -1713750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1713750.375000 Penalty: 4696.665039
	Iteration 38Q: 3 clusters Score -1713750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1713751.000000 Penalty: 4696.665039
	Iteration 39Q: 3 clusters Score -1713751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1713752.125000 Penalty: 4696.665039
	Iteration 40F: 3 clusters Score -1713752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1713752.125000 Penalty: 4696.665039
	Iteration 41Q: 3 clusters Score -1713752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1713752.375000 Penalty: 4696.665039
	Iteration 42Q: 3 clusters Score -1713752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1713752.500000 Penalty: 4696.665039
	Iteration 43Q: 3 clusters Score -1713752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1713754.625000 Penalty: 4696.665039
	Iteration 44Q: 3 clusters Score -1713755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1713756.375000 Penalty: 4696.665039
	Iteration 45Q: 3 clusters Score -1713756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1713756.125000 Penalty: 4696.665039
	Iteration 46Q: 3 clusters Score -1713756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1713754.500000 Penalty: 4696.665039
	Iteration 47Q: 3 clusters Score -1713754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1713754.500000 Penalty: 4696.665039
	Iteration 48F: 3 clusters Score -1713754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Entering Unmasked Estep 
Score: -1435539.125000 Penalty: 2329.359375
	Iteration 0F: 2 clusters Score -1435539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1426654.625000 Penalty: 4658.718750
	Iteration 0F: 3 clusters Score -1426655 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1429459.500000 Penalty: 4658.718750
	Iteration 1F: 3 clusters Score -1429460 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1429846.000000 Penalty: 4658.718750
	Iteration 2F: 3 clusters Score -1429846 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1430121.000000 Penalty: 4658.718750
	Iteration 3F: 3 clusters Score -1430121 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1430352.625000 Penalty: 4658.718750
	Iteration 4Q: 3 clusters Score -1430353 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1430550.625000 Penalty: 4658.718750
	Iteration 5Q: 3 clusters Score -1430551 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1430709.875000 Penalty: 4658.718750
	Iteration 6Q: 3 clusters Score -1430710 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1430836.375000 Penalty: 4658.718750
	Iteration 7Q: 3 clusters Score -1430836 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1430954.125000 Penalty: 4658.718750
	Iteration 8Q: 3 clusters Score -1430954 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1431056.750000 Penalty: 4658.718750
	Iteration 9Q: 3 clusters Score -1431057 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1431149.500000 Penalty: 4658.718750
	Iteration 10Q: 3 clusters Score -1431150 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1431255.750000 Penalty: 4658.718750
	Iteration 11Q: 3 clusters Score -1431256 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1431389.500000 Penalty: 4658.718750
	Iteration 12Q: 3 clusters Score -1431390 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1431548.000000 Penalty: 4658.718750
	Iteration 13Q: 3 clusters Score -1431548 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1431724.375000 Penalty: 4658.718750
	Iteration 14Q: 3 clusters Score -1431724 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1431939.000000 Penalty: 4658.718750
	Iteration 15Q: 3 clusters Score -1431939 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1432169.875000 Penalty: 4658.718750
	Iteration 16Q: 3 clusters Score -1432170 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1432377.875000 Penalty: 4658.718750
	Iteration 17Q: 3 clusters Score -1432378 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1432536.500000 Penalty: 4658.718750
	Iteration 18Q: 3 clusters Score -1432536 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1432672.875000 Penalty: 4658.718750
	Iteration 19Q: 3 clusters Score -1432673 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1432799.125000 Penalty: 4658.718750
	Iteration 20F: 3 clusters Score -1432799 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1432902.500000 Penalty: 4658.718750
	Iteration 21Q: 3 clusters Score -1432902 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1432982.125000 Penalty: 4658.718750
	Iteration 22Q: 3 clusters Score -1432982 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1433042.000000 Penalty: 4658.718750
	Iteration 23Q: 3 clusters Score -1433042 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1433086.375000 Penalty: 4658.718750
	Iteration 24Q: 3 clusters Score -1433086 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1433116.375000 Penalty: 4658.718750
	Iteration 25Q: 3 clusters Score -1433116 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1433142.875000 Penalty: 4658.718750
	Iteration 26Q: 3 clusters Score -1433143 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1433161.875000 Penalty: 4658.718750
	Iteration 27Q: 3 clusters Score -1433162 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1433183.875000 Penalty: 4658.718750
	Iteration 28Q: 3 clusters Score -1433184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1433198.875000 Penalty: 4658.718750
	Iteration 29Q: 3 clusters Score -1433199 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1433219.625000 Penalty: 4658.718750
	Iteration 30Q: 3 clusters Score -1433220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1433230.500000 Penalty: 4658.718750
	Iteration 31Q: 3 clusters Score -1433230 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1433248.000000 Penalty: 4658.718750
	Iteration 32Q: 3 clusters Score -1433248 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1433261.500000 Penalty: 4658.718750
	Iteration 33Q: 3 clusters Score -1433262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1433279.500000 Penalty: 4658.718750
	Iteration 34Q: 3 clusters Score -1433280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1433293.250000 Penalty: 4658.718750
	Iteration 35Q: 3 clusters Score -1433293 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1433316.375000 Penalty: 4658.718750
	Iteration 36Q: 3 clusters Score -1433316 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1433341.500000 Penalty: 4658.718750
	Iteration 37Q: 3 clusters Score -1433342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1433354.375000 Penalty: 4658.718750
	Iteration 38Q: 3 clusters Score -1433354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1433379.625000 Penalty: 4658.718750
	Iteration 39Q: 3 clusters Score -1433380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1433394.250000 Penalty: 4658.718750
	Iteration 40F: 3 clusters Score -1433394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1433411.000000 Penalty: 4658.718750
	Iteration 41Q: 3 clusters Score -1433411 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1433429.750000 Penalty: 4658.718750
	Iteration 42Q: 3 clusters Score -1433430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1433443.000000 Penalty: 4658.718750
	Iteration 43Q: 3 clusters Score -1433443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1433451.625000 Penalty: 4658.718750
	Iteration 44Q: 3 clusters Score -1433452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1433460.125000 Penalty: 4658.718750
	Iteration 45Q: 3 clusters Score -1433460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1433466.000000 Penalty: 4658.718750
	Iteration 46Q: 3 clusters Score -1433466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1433478.125000 Penalty: 4658.718750
	Iteration 47Q: 3 clusters Score -1433478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1433488.125000 Penalty: 4658.718750
	Iteration 48Q: 3 clusters Score -1433488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1433495.625000 Penalty: 4658.718750
	Iteration 49Q: 3 clusters Score -1433496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1433497.250000 Penalty: 4658.718750
	Iteration 50Q: 3 clusters Score -1433497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1433499.875000 Penalty: 4658.718750
	Iteration 51Q: 3 clusters Score -1433500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1433504.000000 Penalty: 4658.718750
	Iteration 52Q: 3 clusters Score -1433504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1433507.250000 Penalty: 4658.718750
	Iteration 53Q: 3 clusters Score -1433507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1433513.125000 Penalty: 4658.718750
	Iteration 54Q: 3 clusters Score -1433513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1433518.375000 Penalty: 4658.718750
	Iteration 55Q: 3 clusters Score -1433518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1433520.875000 Penalty: 4658.718750
	Iteration 56Q: 3 clusters Score -1433521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1433523.625000 Penalty: 4658.718750
	Iteration 57Q: 3 clusters Score -1433524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1433525.375000 Penalty: 4658.718750
	Iteration 58Q: 3 clusters Score -1433525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1433531.125000 Penalty: 4658.718750
	Iteration 59Q: 3 clusters Score -1433531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1433537.125000 Penalty: 4658.718750
	Iteration 60F: 3 clusters Score -1433537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1433542.750000 Penalty: 4658.718750
	Iteration 61Q: 3 clusters Score -1433543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1433545.875000 Penalty: 4658.718750
	Iteration 62Q: 3 clusters Score -1433546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1433550.125000 Penalty: 4658.718750
	Iteration 63Q: 3 clusters Score -1433550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1433550.625000 Penalty: 4658.718750
	Iteration 64Q: 3 clusters Score -1433551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1433553.875000 Penalty: 4658.718750
	Iteration 65Q: 3 clusters Score -1433554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1433557.875000 Penalty: 4658.718750
	Iteration 66Q: 3 clusters Score -1433558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1433555.625000 Penalty: 4658.718750
	Iteration 67Q: 3 clusters Score -1433556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1433553.500000 Penalty: 4658.718750
	Iteration 68Q: 3 clusters Score -1433554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1433558.375000 Penalty: 4658.718750
	Iteration 69Q: 3 clusters Score -1433558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1433561.125000 Penalty: 4658.718750
	Iteration 70Q: 3 clusters Score -1433561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1433559.500000 Penalty: 4658.718750
	Iteration 71Q: 3 clusters Score -1433560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1433559.250000 Penalty: 4658.718750
	Iteration 72Q: 3 clusters Score -1433559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1433560.625000 Penalty: 4658.718750
	Iteration 73Q: 3 clusters Score -1433561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1433562.500000 Penalty: 4658.718750
	Iteration 74Q: 3 clusters Score -1433562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1433563.000000 Penalty: 4658.718750
	Iteration 75Q: 3 clusters Score -1433563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1433561.500000 Penalty: 4658.718750
	Iteration 76Q: 3 clusters Score -1433562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1433562.750000 Penalty: 4658.718750
	Iteration 77Q: 3 clusters Score -1433563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1433567.125000 Penalty: 4658.718750
	Iteration 78Q: 3 clusters Score -1433567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1433570.875000 Penalty: 4658.718750
	Iteration 79Q: 3 clusters Score -1433571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1433573.125000 Penalty: 4658.718750
	Iteration 80F: 3 clusters Score -1433573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1433578.875000 Penalty: 4658.718750
	Iteration 81Q: 3 clusters Score -1433579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1433580.875000 Penalty: 4658.718750
	Iteration 82Q: 3 clusters Score -1433581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1433582.500000 Penalty: 4658.718750
	Iteration 83Q: 3 clusters Score -1433582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1433587.750000 Penalty: 4658.718750
	Iteration 84Q: 3 clusters Score -1433588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1433589.375000 Penalty: 4658.718750
	Iteration 85Q: 3 clusters Score -1433589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1433602.750000 Penalty: 4658.718750
	Iteration 86Q: 3 clusters Score -1433603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1433606.125000 Penalty: 4658.718750
	Iteration 87Q: 3 clusters Score -1433606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1433615.125000 Penalty: 4658.718750
	Iteration 88Q: 3 clusters Score -1433615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1433626.500000 Penalty: 4658.718750
	Iteration 89Q: 3 clusters Score -1433626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1433630.250000 Penalty: 4658.718750
	Iteration 90Q: 3 clusters Score -1433630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1433633.375000 Penalty: 4658.718750
	Iteration 91Q: 3 clusters Score -1433633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1433637.750000 Penalty: 4658.718750
	Iteration 92Q: 3 clusters Score -1433638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1433645.000000 Penalty: 4658.718750
	Iteration 93Q: 3 clusters Score -1433645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1433650.500000 Penalty: 4658.718750
	Iteration 94Q: 3 clusters Score -1433650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1433657.625000 Penalty: 4658.718750
	Iteration 95Q: 3 clusters Score -1433658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1433667.000000 Penalty: 4658.718750
	Iteration 96Q: 3 clusters Score -1433667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1433670.000000 Penalty: 4658.718750
	Iteration 97Q: 3 clusters Score -1433670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1433675.000000 Penalty: 4658.718750
	Iteration 98Q: 3 clusters Score -1433675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1433683.625000 Penalty: 4658.718750
	Iteration 99Q: 3 clusters Score -1433684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1433687.625000 Penalty: 4658.718750
	Iteration 100F: 3 clusters Score -1433688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1433695.000000 Penalty: 4658.718750
	Iteration 101Q: 3 clusters Score -1433695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1433702.375000 Penalty: 4658.718750
	Iteration 102Q: 3 clusters Score -1433702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1433707.000000 Penalty: 4658.718750
	Iteration 103Q: 3 clusters Score -1433707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1433714.625000 Penalty: 4658.718750
	Iteration 104Q: 3 clusters Score -1433715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1433716.625000 Penalty: 4658.718750
	Iteration 105Q: 3 clusters Score -1433717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1433715.250000 Penalty: 4658.718750
	Iteration 106Q: 3 clusters Score -1433715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1433718.750000 Penalty: 4658.718750
	Iteration 107Q: 3 clusters Score -1433719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1433723.125000 Penalty: 4658.718750
	Iteration 108Q: 3 clusters Score -1433723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1433725.625000 Penalty: 4658.718750
	Iteration 109Q: 3 clusters Score -1433726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1433726.500000 Penalty: 4658.718750
	Iteration 110Q: 3 clusters Score -1433726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1433728.625000 Penalty: 4658.718750
	Iteration 111Q: 3 clusters Score -1433729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1433732.250000 Penalty: 4658.718750
	Iteration 112Q: 3 clusters Score -1433732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1433731.875000 Penalty: 4658.718750
	Iteration 113Q: 3 clusters Score -1433732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1433731.875000 Penalty: 4658.718750
	Iteration 114F: 3 clusters Score -1433732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Entering Unmasked Estep 
Score: -1909222.000000 Penalty: 2382.444336
	Iteration 0F: 2 clusters Score -1909222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1898486.875000 Penalty: 4764.888672
	Iteration 0F: 3 clusters Score -1898487 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1901810.625000 Penalty: 4764.888672
	Iteration 1F: 3 clusters Score -1901811 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1902182.000000 Penalty: 4764.888672
	Iteration 2F: 3 clusters Score -1902182 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1902463.875000 Penalty: 4764.888672
	Iteration 3Q: 3 clusters Score -1902464 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1902717.125000 Penalty: 4764.888672
	Iteration 4Q: 3 clusters Score -1902717 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1902969.375000 Penalty: 4764.888672
	Iteration 5Q: 3 clusters Score -1902969 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1903193.250000 Penalty: 4764.888672
	Iteration 6Q: 3 clusters Score -1903193 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1903387.500000 Penalty: 4764.888672
	Iteration 7Q: 3 clusters Score -1903388 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1903544.875000 Penalty: 4764.888672
	Iteration 8Q: 3 clusters Score -1903545 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1903719.750000 Penalty: 4764.888672
	Iteration 9Q: 3 clusters Score -1903720 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1903885.750000 Penalty: 4764.888672
	Iteration 10Q: 3 clusters Score -1903886 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1904053.750000 Penalty: 4764.888672
	Iteration 11Q: 3 clusters Score -1904054 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1904216.500000 Penalty: 4764.888672
	Iteration 12Q: 3 clusters Score -1904216 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1904359.750000 Penalty: 4764.888672
	Iteration 13Q: 3 clusters Score -1904360 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1904494.375000 Penalty: 4764.888672
	Iteration 14Q: 3 clusters Score -1904494 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1904614.750000 Penalty: 4764.888672
	Iteration 15Q: 3 clusters Score -1904615 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1904725.500000 Penalty: 4764.888672
	Iteration 16Q: 3 clusters Score -1904726 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1904854.000000 Penalty: 4764.888672
	Iteration 17Q: 3 clusters Score -1904854 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1905001.375000 Penalty: 4764.888672
	Iteration 18Q: 3 clusters Score -1905001 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1905152.250000 Penalty: 4764.888672
	Iteration 19Q: 3 clusters Score -1905152 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1905342.500000 Penalty: 4764.888672
	Iteration 20F: 3 clusters Score -1905342 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1905545.625000 Penalty: 4764.888672
	Iteration 21Q: 3 clusters Score -1905546 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1905770.500000 Penalty: 4764.888672
	Iteration 22Q: 3 clusters Score -1905770 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1905982.000000 Penalty: 4764.888672
	Iteration 23Q: 3 clusters Score -1905982 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1906198.625000 Penalty: 4764.888672
	Iteration 24Q: 3 clusters Score -1906199 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1906377.875000 Penalty: 4764.888672
	Iteration 25Q: 3 clusters Score -1906378 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1906544.250000 Penalty: 4764.888672
	Iteration 26Q: 3 clusters Score -1906544 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1906664.375000 Penalty: 4764.888672
	Iteration 27Q: 3 clusters Score -1906664 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1906753.500000 Penalty: 4764.888672
	Iteration 28Q: 3 clusters Score -1906754 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1906848.500000 Penalty: 4764.888672
	Iteration 29Q: 3 clusters Score -1906848 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1906921.500000 Penalty: 4764.888672
	Iteration 30Q: 3 clusters Score -1906922 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1906974.500000 Penalty: 4764.888672
	Iteration 31Q: 3 clusters Score -1906974 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1907018.125000 Penalty: 4764.888672
	Iteration 32Q: 3 clusters Score -1907018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1907042.125000 Penalty: 4764.888672
	Iteration 33Q: 3 clusters Score -1907042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1907063.625000 Penalty: 4764.888672
	Iteration 34Q: 3 clusters Score -1907064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1907072.250000 Penalty: 4764.888672
	Iteration 35Q: 3 clusters Score -1907072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1907083.875000 Penalty: 4764.888672
	Iteration 36Q: 3 clusters Score -1907084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1907099.250000 Penalty: 4764.888672
	Iteration 37Q: 3 clusters Score -1907099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1907108.375000 Penalty: 4764.888672
	Iteration 38Q: 3 clusters Score -1907108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1907120.375000 Penalty: 4764.888672
	Iteration 39Q: 3 clusters Score -1907120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1907120.375000 Penalty: 4764.888672
	Iteration 40F: 3 clusters Score -1907120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1907128.875000 Penalty: 4764.888672
	Iteration 41Q: 3 clusters Score -1907129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1907132.125000 Penalty: 4764.888672
	Iteration 42Q: 3 clusters Score -1907132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1907137.000000 Penalty: 4764.888672
	Iteration 43Q: 3 clusters Score -1907137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1907141.125000 Penalty: 4764.888672
	Iteration 44Q: 3 clusters Score -1907141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1907149.125000 Penalty: 4764.888672
	Iteration 45Q: 3 clusters Score -1907149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1907147.625000 Penalty: 4764.888672
	Iteration 46Q: 3 clusters Score -1907148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1907154.375000 Penalty: 4764.888672
	Iteration 47Q: 3 clusters Score -1907154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1907153.125000 Penalty: 4764.888672
	Iteration 48Q: 3 clusters Score -1907153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1907159.125000 Penalty: 4764.888672
	Iteration 49Q: 3 clusters Score -1907159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1907159.375000 Penalty: 4764.888672
	Iteration 50Q: 3 clusters Score -1907159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1907162.250000 Penalty: 4764.888672
	Iteration 51Q: 3 clusters Score -1907162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1907163.250000 Penalty: 4764.888672
	Iteration 52Q: 3 clusters Score -1907163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1907168.625000 Penalty: 4764.888672
	Iteration 53Q: 3 clusters Score -1907169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1907168.625000 Penalty: 4764.888672
	Iteration 54F: 3 clusters Score -1907169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -43961.332031 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43961.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42552.910156 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -42552.91 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42744.648438 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -42744.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42961.085938 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -42961.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43162.445312 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -43162.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43352.218750 Penalty: 2993.598877
	Iteration 4F: 3 clusters Score -43352.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43458.488281 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -43458.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43515.113281 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -43515.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43558.371094 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -43558.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43596.429688 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -43596.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43622.855469 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -43622.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43644.003906 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -43644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43646.324219 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -43646.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43660.179688 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -43660.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -43666.656250 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -43666.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -43666.656250 Penalty: 2993.598877
	Iteration 14F: 3 clusters Score -43666.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Entering Unmasked Estep 
Score: -702311.187500 Penalty: 2140.502441
	Iteration 0F: 2 clusters Score -702311.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -697498.562500 Penalty: 4281.004883
	Iteration 0F: 3 clusters Score -697498.6 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -698731.812500 Penalty: 4281.004883
	Iteration 1F: 3 clusters Score -698731.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -699154.312500 Penalty: 4281.004883
	Iteration 2F: 3 clusters Score -699154.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -699552.375000 Penalty: 4281.004883
	Iteration 3F: 3 clusters Score -699552.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -699910.687500 Penalty: 4281.004883
	Iteration 4F: 3 clusters Score -699910.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -700212.750000 Penalty: 4281.004883
	Iteration 5F: 3 clusters Score -700212.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -700447.250000 Penalty: 4281.004883
	Iteration 6F: 3 clusters Score -700447.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -700620.750000 Penalty: 4281.004883
	Iteration 7Q: 3 clusters Score -700620.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -700751.375000 Penalty: 4281.004883
	Iteration 8Q: 3 clusters Score -700751.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -700867.687500 Penalty: 4281.004883
	Iteration 9Q: 3 clusters Score -700867.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -700935.375000 Penalty: 4281.004883
	Iteration 10Q: 3 clusters Score -700935.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -700979.250000 Penalty: 4281.004883
	Iteration 11Q: 3 clusters Score -700979.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -701002.937500 Penalty: 4281.004883
	Iteration 12Q: 3 clusters Score -701002.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -701023.875000 Penalty: 4281.004883
	Iteration 13Q: 3 clusters Score -701023.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -701036.500000 Penalty: 4281.004883
	Iteration 14Q: 3 clusters Score -701036.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -701048.687500 Penalty: 4281.004883
	Iteration 15Q: 3 clusters Score -701048.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -701053.750000 Penalty: 4281.004883
	Iteration 16Q: 3 clusters Score -701053.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -701057.812500 Penalty: 4281.004883
	Iteration 17Q: 3 clusters Score -701057.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -701059.437500 Penalty: 4281.004883
	Iteration 18Q: 3 clusters Score -701059.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -701061.750000 Penalty: 4281.004883
	Iteration 19Q: 3 clusters Score -701061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -701061.875000 Penalty: 4281.004883
	Iteration 20F: 3 clusters Score -701061.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -701062.625000 Penalty: 4281.004883
	Iteration 21Q: 3 clusters Score -701062.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -701064.937500 Penalty: 4281.004883
	Iteration 22Q: 3 clusters Score -701064.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -701065.812500 Penalty: 4281.004883
	Iteration 23Q: 3 clusters Score -701065.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -701065.812500 Penalty: 4281.004883
	Iteration 24F: 3 clusters Score -701065.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Entering Unmasked Estep 
Score: -1627712.375000 Penalty: 2342.991211
	Iteration 0F: 2 clusters Score -1627712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1618363.125000 Penalty: 4685.982422
	Iteration 0F: 3 clusters Score -1618363 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1621256.125000 Penalty: 4685.982422
	Iteration 1F: 3 clusters Score -1621256 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1621611.500000 Penalty: 4685.982422
	Iteration 2F: 3 clusters Score -1621612 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1621911.125000 Penalty: 4685.982422
	Iteration 3F: 3 clusters Score -1621911 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1622224.125000 Penalty: 4685.982422
	Iteration 4Q: 3 clusters Score -1622224 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1622523.125000 Penalty: 4685.982422
	Iteration 5Q: 3 clusters Score -1622523 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1622881.625000 Penalty: 4685.982422
	Iteration 6Q: 3 clusters Score -1622882 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1623263.875000 Penalty: 4685.982422
	Iteration 7Q: 3 clusters Score -1623264 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1623674.250000 Penalty: 4685.982422
	Iteration 8Q: 3 clusters Score -1623674 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1624096.750000 Penalty: 4685.982422
	Iteration 9Q: 3 clusters Score -1624097 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1624502.125000 Penalty: 4685.982422
	Iteration 10Q: 3 clusters Score -1624502 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1624883.625000 Penalty: 4685.982422
	Iteration 11Q: 3 clusters Score -1624884 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1625162.625000 Penalty: 4685.982422
	Iteration 12Q: 3 clusters Score -1625163 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1625347.125000 Penalty: 4685.982422
	Iteration 13Q: 3 clusters Score -1625347 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1625453.250000 Penalty: 4685.982422
	Iteration 14Q: 3 clusters Score -1625453 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1625531.000000 Penalty: 4685.982422
	Iteration 15Q: 3 clusters Score -1625531 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1625582.500000 Penalty: 4685.982422
	Iteration 16Q: 3 clusters Score -1625582 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1625610.750000 Penalty: 4685.982422
	Iteration 17Q: 3 clusters Score -1625611 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1625640.000000 Penalty: 4685.982422
	Iteration 18Q: 3 clusters Score -1625640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1625658.500000 Penalty: 4685.982422
	Iteration 19Q: 3 clusters Score -1625658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1625669.875000 Penalty: 4685.982422
	Iteration 20F: 3 clusters Score -1625670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1625683.125000 Penalty: 4685.982422
	Iteration 21Q: 3 clusters Score -1625683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1625693.875000 Penalty: 4685.982422
	Iteration 22Q: 3 clusters Score -1625694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1625703.500000 Penalty: 4685.982422
	Iteration 23Q: 3 clusters Score -1625704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1625709.500000 Penalty: 4685.982422
	Iteration 24Q: 3 clusters Score -1625710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1625711.000000 Penalty: 4685.982422
	Iteration 25Q: 3 clusters Score -1625711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1625713.250000 Penalty: 4685.982422
	Iteration 26Q: 3 clusters Score -1625713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1625713.500000 Penalty: 4685.982422
	Iteration 27Q: 3 clusters Score -1625714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1625714.875000 Penalty: 4685.982422
	Iteration 28Q: 3 clusters Score -1625715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1625714.875000 Penalty: 4685.982422
	Iteration 29F: 3 clusters Score -1625715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -47200.082031 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -47200.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45784.562500 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -45784.56 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46165.671875 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -46165.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46364.871094 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -46364.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46430.691406 Penalty: 3040.009033
	Iteration 3Q: 3 clusters Score -46430.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46515.871094 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -46515.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46553.222656 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -46553.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46618.917969 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -46618.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46659.324219 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -46659.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46707.246094 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -46707.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46772.484375 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -46772.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46804.195312 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -46804.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46815.914062 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -46815.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46821.589844 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -46821.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46821.589844 Penalty: 3040.009033
	Iteration 13F: 3 clusters Score -46821.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Entering Unmasked Estep 
Score: -80585.218750 Penalty: 1659.944214
	Iteration 0F: 2 clusters Score -80585.22 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 389 members 
Entering Unmasked Estep 
Score: -78852.406250 Penalty: 3319.888428
	Iteration 0F: 3 clusters Score -78852.41 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79113.359375 Penalty: 3319.888428
	Iteration 1F: 3 clusters Score -79113.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -79201.968750 Penalty: 3319.888428
	Iteration 2F: 3 clusters Score -79201.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79233.210938 Penalty: 3319.888428
	Iteration 3Q: 3 clusters Score -79233.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -79258.320312 Penalty: 3319.888428
	Iteration 4Q: 3 clusters Score -79258.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -79265.062500 Penalty: 3319.888428
	Iteration 5Q: 3 clusters Score -79265.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -79272.539062 Penalty: 3319.888428
	Iteration 6Q: 3 clusters Score -79272.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -79289.750000 Penalty: 3319.888428
	Iteration 7Q: 3 clusters Score -79289.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -79315.312500 Penalty: 3319.888428
	Iteration 8Q: 3 clusters Score -79315.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -79339.312500 Penalty: 3319.888428
	Iteration 9Q: 3 clusters Score -79339.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -79364.187500 Penalty: 3319.888428
	Iteration 10Q: 3 clusters Score -79364.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79392.500000 Penalty: 3319.888428
	Iteration 11Q: 3 clusters Score -79392.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -79439.835938 Penalty: 3319.888428
	Iteration 12Q: 3 clusters Score -79439.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -79459.632812 Penalty: 3319.888428
	Iteration 13Q: 3 clusters Score -79459.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -79488.226562 Penalty: 3319.888428
	Iteration 14Q: 3 clusters Score -79488.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -79517.257812 Penalty: 3319.888428
	Iteration 15Q: 3 clusters Score -79517.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -79531.500000 Penalty: 3319.888428
	Iteration 16Q: 3 clusters Score -79531.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -79541.468750 Penalty: 3319.888428
	Iteration 17Q: 3 clusters Score -79541.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -79549.250000 Penalty: 3319.888428
	Iteration 18Q: 3 clusters Score -79549.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -79559.343750 Penalty: 3319.888428
	Iteration 19Q: 3 clusters Score -79559.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -79566.046875 Penalty: 3319.888428
	Iteration 20F: 3 clusters Score -79566.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -79573.234375 Penalty: 3319.888428
	Iteration 21Q: 3 clusters Score -79573.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -79582.992188 Penalty: 3319.888428
	Iteration 22Q: 3 clusters Score -79582.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -79589.945312 Penalty: 3319.888428
	Iteration 23Q: 3 clusters Score -79589.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -79595.828125 Penalty: 3319.888428
	Iteration 24Q: 3 clusters Score -79595.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -79602.148438 Penalty: 3319.888428
	Iteration 25Q: 3 clusters Score -79602.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -79611.789062 Penalty: 3319.888428
	Iteration 26Q: 3 clusters Score -79611.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -79617.750000 Penalty: 3319.888428
	Iteration 27Q: 3 clusters Score -79617.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -79621.687500 Penalty: 3319.888428
	Iteration 28Q: 3 clusters Score -79621.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -79622.546875 Penalty: 3319.888428
	Iteration 29Q: 3 clusters Score -79622.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -79624.742188 Penalty: 3319.888428
	Iteration 30Q: 3 clusters Score -79624.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -79624.742188 Penalty: 3319.888428
	Iteration 31F: 3 clusters Score -79624.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 14308 members 
Mstep: Class 3 contains 7090 members 
Mstep: Class 4 contains 161995 members 
Mstep: Class 5 contains 273445 members 
Mstep: Class 6 contains 13283 members 
Mstep: Class 7 contains 1005 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 54745 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 10972 members 
Mstep: Class 13 contains 5630 members 
Mstep: Class 14 contains 36211 members 
Mstep: Class 15 contains 12740 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46291 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12953 members 
Mstep: Class 20 contains 11999 members 
Mstep: Class 21 contains 14863 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 12677 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827344.000000 Penalty: 86934.414062
Iteration 159Q: 27 clusters Score -9.082734e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 14307 members 
Mstep: Class 3 contains 7085 members 
Mstep: Class 4 contains 162004 members 
Mstep: Class 5 contains 273456 members 
Mstep: Class 6 contains 13280 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 54738 members 
Mstep: Class 11 contains 6991 members 
Mstep: Class 12 contains 10972 members 
Mstep: Class 13 contains 5632 members 
Mstep: Class 14 contains 36214 members 
Mstep: Class 15 contains 12741 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46280 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12956 members 
Mstep: Class 20 contains 12009 members 
Mstep: Class 21 contains 14858 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 12675 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827320.000000 Penalty: 86934.414062
Iteration 160F: 27 clusters Score -9.082732e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 14308 members 
Mstep: Class 3 contains 7086 members 
Mstep: Class 4 contains 162010 members 
Mstep: Class 5 contains 273460 members 
Mstep: Class 6 contains 13279 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 54740 members 
Mstep: Class 11 contains 6964 members 
Mstep: Class 12 contains 10972 members 
Mstep: Class 13 contains 5633 members 
Mstep: Class 14 contains 36215 members 
Mstep: Class 15 contains 12741 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46275 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12960 members 
Mstep: Class 20 contains 12013 members 
Mstep: Class 21 contains 14851 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 12674 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827240.000000 Penalty: 86934.414062
Iteration 161Q: 27 clusters Score -9.082724e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 14308 members 
Mstep: Class 3 contains 7083 members 
Mstep: Class 4 contains 162004 members 
Mstep: Class 5 contains 273490 members 
Mstep: Class 6 contains 13278 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 54732 members 
Mstep: Class 11 contains 6938 members 
Mstep: Class 12 contains 10972 members 
Mstep: Class 13 contains 5632 members 
Mstep: Class 14 contains 36218 members 
Mstep: Class 15 contains 12740 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46265 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12966 members 
Mstep: Class 20 contains 12020 members 
Mstep: Class 21 contains 14848 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5613 members 
Mstep: Class 24 contains 12673 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827296.000000 Penalty: 86934.414062
Iteration 162Q: 27 clusters Score -9.08273e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 14309 members 
Mstep: Class 3 contains 7077 members 
Mstep: Class 4 contains 162006 members 
Mstep: Class 5 contains 273502 members 
Mstep: Class 6 contains 13277 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 54736 members 
Mstep: Class 11 contains 6913 members 
Mstep: Class 12 contains 10972 members 
Mstep: Class 13 contains 5632 members 
Mstep: Class 14 contains 36220 members 
Mstep: Class 15 contains 12740 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46258 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12970 members 
Mstep: Class 20 contains 12025 members 
Mstep: Class 21 contains 14847 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5613 members 
Mstep: Class 24 contains 12671 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827280.000000 Penalty: 86934.414062
Iteration 163Q: 27 clusters Score -9.082728e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 14311 members 
Mstep: Class 3 contains 7071 members 
Mstep: Class 4 contains 162008 members 
Mstep: Class 5 contains 273513 members 
Mstep: Class 6 contains 13280 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 54738 members 
Mstep: Class 11 contains 6891 members 
Mstep: Class 12 contains 10971 members 
Mstep: Class 13 contains 5632 members 
Mstep: Class 14 contains 36222 members 
Mstep: Class 15 contains 12740 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46249 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12971 members 
Mstep: Class 20 contains 12029 members 
Mstep: Class 21 contains 14847 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5613 members 
Mstep: Class 24 contains 12667 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827224.000000 Penalty: 86934.414062
Iteration 164Q: 27 clusters Score -9.082722e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 14311 members 
Mstep: Class 3 contains 7064 members 
Mstep: Class 4 contains 162017 members 
Mstep: Class 5 contains 273527 members 
Mstep: Class 6 contains 13281 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 54735 members 
Mstep: Class 11 contains 6869 members 
Mstep: Class 12 contains 10970 members 
Mstep: Class 13 contains 5631 members 
Mstep: Class 14 contains 36222 members 
Mstep: Class 15 contains 12741 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46240 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12971 members 
Mstep: Class 20 contains 12031 members 
Mstep: Class 21 contains 14844 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5614 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827280.000000 Penalty: 86934.414062
Iteration 165Q: 27 clusters Score -9.082728e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 14315 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 162013 members 
Mstep: Class 5 contains 273543 members 
Mstep: Class 6 contains 13283 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 54735 members 
Mstep: Class 11 contains 6850 members 
Mstep: Class 12 contains 10970 members 
Mstep: Class 13 contains 5630 members 
Mstep: Class 14 contains 36221 members 
Mstep: Class 15 contains 12741 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46233 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12971 members 
Mstep: Class 20 contains 12032 members 
Mstep: Class 21 contains 14843 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5615 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827336.000000 Penalty: 86934.414062
Iteration 166Q: 27 clusters Score -9.082734e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 14319 members 
Mstep: Class 3 contains 7048 members 
Mstep: Class 4 contains 162012 members 
Mstep: Class 5 contains 273556 members 
Mstep: Class 6 contains 13284 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 54734 members 
Mstep: Class 11 contains 6832 members 
Mstep: Class 12 contains 10969 members 
Mstep: Class 13 contains 5629 members 
Mstep: Class 14 contains 36220 members 
Mstep: Class 15 contains 12742 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46227 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12971 members 
Mstep: Class 20 contains 12033 members 
Mstep: Class 21 contains 14837 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5615 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827304.000000 Penalty: 86934.414062
Iteration 167Q: 27 clusters Score -9.08273e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 14319 members 
Mstep: Class 3 contains 7041 members 
Mstep: Class 4 contains 162010 members 
Mstep: Class 5 contains 273568 members 
Mstep: Class 6 contains 13285 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 54742 members 
Mstep: Class 11 contains 6812 members 
Mstep: Class 12 contains 10970 members 
Mstep: Class 13 contains 5629 members 
Mstep: Class 14 contains 36225 members 
Mstep: Class 15 contains 12744 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46218 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12971 members 
Mstep: Class 20 contains 12033 members 
Mstep: Class 21 contains 14828 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5615 members 
Mstep: Class 24 contains 12666 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827248.000000 Penalty: 86934.414062
Iteration 168Q: 27 clusters Score -9.082725e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 14316 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 162016 members 
Mstep: Class 5 contains 273585 members 
Mstep: Class 6 contains 13286 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 54754 members 
Mstep: Class 11 contains 6780 members 
Mstep: Class 12 contains 10971 members 
Mstep: Class 13 contains 5629 members 
Mstep: Class 14 contains 36230 members 
Mstep: Class 15 contains 12745 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46201 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12971 members 
Mstep: Class 20 contains 12041 members 
Mstep: Class 21 contains 14818 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5615 members 
Mstep: Class 24 contains 12664 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827240.000000 Penalty: 86934.414062
Iteration 169Q: 27 clusters Score -9.082724e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 14316 members 
Mstep: Class 3 contains 7032 members 
Mstep: Class 4 contains 162013 members 
Mstep: Class 5 contains 273606 members 
Mstep: Class 6 contains 13287 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 54756 members 
Mstep: Class 11 contains 6750 members 
Mstep: Class 12 contains 10971 members 
Mstep: Class 13 contains 5629 members 
Mstep: Class 14 contains 36236 members 
Mstep: Class 15 contains 12748 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46182 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12972 members 
Mstep: Class 20 contains 12053 members 
Mstep: Class 21 contains 14813 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5615 members 
Mstep: Class 24 contains 12661 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827264.000000 Penalty: 86934.414062
Iteration 170Q: 27 clusters Score -9.082726e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 14317 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 162010 members 
Mstep: Class 5 contains 273630 members 
Mstep: Class 6 contains 13288 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 54752 members 
Mstep: Class 11 contains 6721 members 
Mstep: Class 12 contains 10972 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36244 members 
Mstep: Class 15 contains 12751 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46166 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12972 members 
Mstep: Class 20 contains 12058 members 
Mstep: Class 21 contains 14809 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5615 members 
Mstep: Class 24 contains 12660 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827256.000000 Penalty: 86934.414062
Iteration 171Q: 27 clusters Score -9.082726e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 14317 members 
Mstep: Class 3 contains 7024 members 
Mstep: Class 4 contains 162007 members 
Mstep: Class 5 contains 273657 members 
Mstep: Class 6 contains 13288 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54754 members 
Mstep: Class 11 contains 6687 members 
Mstep: Class 12 contains 10972 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36247 members 
Mstep: Class 15 contains 12755 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46149 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12972 members 
Mstep: Class 20 contains 12060 members 
Mstep: Class 21 contains 14803 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5615 members 
Mstep: Class 24 contains 12660 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827304.000000 Penalty: 86934.414062
Iteration 172Q: 27 clusters Score -9.08273e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 14317 members 
Mstep: Class 3 contains 7021 members 
Mstep: Class 4 contains 162001 members 
Mstep: Class 5 contains 273667 members 
Mstep: Class 6 contains 13288 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54760 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 10972 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36250 members 
Mstep: Class 15 contains 12758 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46144 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12972 members 
Mstep: Class 20 contains 12069 members 
Mstep: Class 21 contains 14793 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5615 members 
Mstep: Class 24 contains 12660 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827344.000000 Penalty: 86934.414062
Iteration 173Q: 27 clusters Score -9.082734e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 14316 members 
Mstep: Class 3 contains 7019 members 
Mstep: Class 4 contains 161994 members 
Mstep: Class 5 contains 273698 members 
Mstep: Class 6 contains 13289 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54760 members 
Mstep: Class 11 contains 6622 members 
Mstep: Class 12 contains 10970 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36256 members 
Mstep: Class 15 contains 12758 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46138 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12973 members 
Mstep: Class 20 contains 12075 members 
Mstep: Class 21 contains 14785 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5616 members 
Mstep: Class 24 contains 12660 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827400.000000 Penalty: 86934.414062
Iteration 174Q: 27 clusters Score -9.08274e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 14314 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 161989 members 
Mstep: Class 5 contains 273718 members 
Mstep: Class 6 contains 13292 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54764 members 
Mstep: Class 11 contains 6590 members 
Mstep: Class 12 contains 10969 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36260 members 
Mstep: Class 15 contains 12758 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46128 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12977 members 
Mstep: Class 20 contains 12078 members 
Mstep: Class 21 contains 14778 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5616 members 
Mstep: Class 24 contains 12659 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827264.000000 Penalty: 86934.414062
Iteration 175Q: 27 clusters Score -9.082726e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 14314 members 
Mstep: Class 3 contains 7013 members 
Mstep: Class 4 contains 161980 members 
Mstep: Class 5 contains 273738 members 
Mstep: Class 6 contains 13292 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54769 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 10969 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36260 members 
Mstep: Class 15 contains 12759 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46119 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12981 members 
Mstep: Class 20 contains 12090 members 
Mstep: Class 21 contains 14775 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5617 members 
Mstep: Class 24 contains 12657 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827320.000000 Penalty: 86934.414062
Iteration 176Q: 27 clusters Score -9.082732e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 14314 members 
Mstep: Class 3 contains 7008 members 
Mstep: Class 4 contains 161980 members 
Mstep: Class 5 contains 273758 members 
Mstep: Class 6 contains 13292 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2302 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54775 members 
Mstep: Class 11 contains 6522 members 
Mstep: Class 12 contains 10968 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36264 members 
Mstep: Class 15 contains 12763 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46101 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12984 members 
Mstep: Class 20 contains 12097 members 
Mstep: Class 21 contains 14774 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5617 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827312.000000 Penalty: 86934.414062
Iteration 177Q: 27 clusters Score -9.082731e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 14313 members 
Mstep: Class 3 contains 7000 members 
Mstep: Class 4 contains 161977 members 
Mstep: Class 5 contains 273779 members 
Mstep: Class 6 contains 13295 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54778 members 
Mstep: Class 11 contains 6488 members 
Mstep: Class 12 contains 10969 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36269 members 
Mstep: Class 15 contains 12765 members 
Mstep: Class 16 contains 470 members 
Mstep: Class 17 contains 46074 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12990 members 
Mstep: Class 20 contains 12108 members 
Mstep: Class 21 contains 14768 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5619 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827384.000000 Penalty: 86934.414062
Iteration 178Q: 27 clusters Score -9.082738e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 14315 members 
Mstep: Class 3 contains 6989 members 
Mstep: Class 4 contains 161966 members 
Mstep: Class 5 contains 273808 members 
Mstep: Class 6 contains 13302 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54777 members 
Mstep: Class 11 contains 6460 members 
Mstep: Class 12 contains 10970 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36273 members 
Mstep: Class 15 contains 12767 members 
Mstep: Class 16 contains 471 members 
Mstep: Class 17 contains 46051 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 12993 members 
Mstep: Class 20 contains 12116 members 
Mstep: Class 21 contains 14759 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5622 members 
Mstep: Class 24 contains 12653 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827424.000000 Penalty: 86934.414062
Iteration 179Q: 27 clusters Score -9.082742e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 14317 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 161969 members 
Mstep: Class 5 contains 273819 members 
Mstep: Class 6 contains 13308 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54773 members 
Mstep: Class 11 contains 6432 members 
Mstep: Class 12 contains 10971 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36279 members 
Mstep: Class 15 contains 12768 members 
Mstep: Class 16 contains 471 members 
Mstep: Class 17 contains 46032 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13004 members 
Mstep: Class 20 contains 12114 members 
Mstep: Class 21 contains 14744 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5627 members 
Mstep: Class 24 contains 12654 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827504.000000 Penalty: 86934.414062
Iteration 180F: 27 clusters Score -9.08275e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 14319 members 
Mstep: Class 3 contains 6972 members 
Mstep: Class 4 contains 161975 members 
Mstep: Class 5 contains 273827 members 
Mstep: Class 6 contains 13312 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54769 members 
Mstep: Class 11 contains 6408 members 
Mstep: Class 12 contains 10970 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36281 members 
Mstep: Class 15 contains 12770 members 
Mstep: Class 16 contains 471 members 
Mstep: Class 17 contains 46013 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13007 members 
Mstep: Class 20 contains 12120 members 
Mstep: Class 21 contains 14729 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 12654 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827448.000000 Penalty: 86934.414062
Iteration 181Q: 27 clusters Score -9.082745e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 14322 members 
Mstep: Class 3 contains 6966 members 
Mstep: Class 4 contains 161979 members 
Mstep: Class 5 contains 273836 members 
Mstep: Class 6 contains 13318 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54766 members 
Mstep: Class 11 contains 6384 members 
Mstep: Class 12 contains 10972 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36286 members 
Mstep: Class 15 contains 12771 members 
Mstep: Class 16 contains 471 members 
Mstep: Class 17 contains 45987 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13008 members 
Mstep: Class 20 contains 12125 members 
Mstep: Class 21 contains 14724 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5631 members 
Mstep: Class 24 contains 12654 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827504.000000 Penalty: 86934.414062
Iteration 182Q: 27 clusters Score -9.08275e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 14326 members 
Mstep: Class 3 contains 6956 members 
Mstep: Class 4 contains 161986 members 
Mstep: Class 5 contains 273850 members 
Mstep: Class 6 contains 13323 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54766 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 10972 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36288 members 
Mstep: Class 15 contains 12769 members 
Mstep: Class 16 contains 472 members 
Mstep: Class 17 contains 45968 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13010 members 
Mstep: Class 20 contains 12127 members 
Mstep: Class 21 contains 14714 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5633 members 
Mstep: Class 24 contains 12654 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827472.000000 Penalty: 86934.414062
Iteration 183Q: 27 clusters Score -9.082747e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 14328 members 
Mstep: Class 3 contains 6944 members 
Mstep: Class 4 contains 161992 members 
Mstep: Class 5 contains 273871 members 
Mstep: Class 6 contains 13326 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54765 members 
Mstep: Class 11 contains 6313 members 
Mstep: Class 12 contains 10971 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36291 members 
Mstep: Class 15 contains 12771 members 
Mstep: Class 16 contains 472 members 
Mstep: Class 17 contains 45945 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13012 members 
Mstep: Class 20 contains 12127 members 
Mstep: Class 21 contains 14709 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5634 members 
Mstep: Class 24 contains 12653 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827472.000000 Penalty: 86934.414062
Iteration 184Q: 27 clusters Score -9.082747e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 14327 members 
Mstep: Class 3 contains 6938 members 
Mstep: Class 4 contains 161998 members 
Mstep: Class 5 contains 273887 members 
Mstep: Class 6 contains 13326 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54766 members 
Mstep: Class 11 contains 6281 members 
Mstep: Class 12 contains 10972 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36295 members 
Mstep: Class 15 contains 12771 members 
Mstep: Class 16 contains 472 members 
Mstep: Class 17 contains 45929 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13014 members 
Mstep: Class 20 contains 12134 members 
Mstep: Class 21 contains 14705 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5636 members 
Mstep: Class 24 contains 12651 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827592.000000 Penalty: 86934.414062
Iteration 185Q: 27 clusters Score -9.082759e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 14326 members 
Mstep: Class 3 contains 6923 members 
Mstep: Class 4 contains 162000 members 
Mstep: Class 5 contains 273891 members 
Mstep: Class 6 contains 13330 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54766 members 
Mstep: Class 11 contains 6259 members 
Mstep: Class 12 contains 10973 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36295 members 
Mstep: Class 15 contains 12773 members 
Mstep: Class 16 contains 472 members 
Mstep: Class 17 contains 45917 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13016 members 
Mstep: Class 20 contains 12142 members 
Mstep: Class 21 contains 14706 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5639 members 
Mstep: Class 24 contains 12649 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827464.000000 Penalty: 86934.414062
Iteration 186Q: 27 clusters Score -9.082746e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 14327 members 
Mstep: Class 3 contains 6912 members 
Mstep: Class 4 contains 162010 members 
Mstep: Class 5 contains 273886 members 
Mstep: Class 6 contains 13334 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54766 members 
Mstep: Class 11 contains 6238 members 
Mstep: Class 12 contains 10975 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36302 members 
Mstep: Class 15 contains 12772 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 45906 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13017 members 
Mstep: Class 20 contains 12143 members 
Mstep: Class 21 contains 14704 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5641 members 
Mstep: Class 24 contains 12649 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827664.000000 Penalty: 86934.414062
Iteration 187Q: 27 clusters Score -9.082766e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 14328 members 
Mstep: Class 3 contains 6901 members 
Mstep: Class 4 contains 162030 members 
Mstep: Class 5 contains 273885 members 
Mstep: Class 6 contains 13335 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54770 members 
Mstep: Class 11 contains 6211 members 
Mstep: Class 12 contains 10976 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36308 members 
Mstep: Class 15 contains 12771 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 45881 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13019 members 
Mstep: Class 20 contains 12147 members 
Mstep: Class 21 contains 14701 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 12648 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827472.000000 Penalty: 86934.414062
Iteration 188Q: 27 clusters Score -9.082747e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 14330 members 
Mstep: Class 3 contains 6891 members 
Mstep: Class 4 contains 162048 members 
Mstep: Class 5 contains 273885 members 
Mstep: Class 6 contains 13336 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54769 members 
Mstep: Class 11 contains 6186 members 
Mstep: Class 12 contains 10975 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36310 members 
Mstep: Class 15 contains 12773 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 45867 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13021 members 
Mstep: Class 20 contains 12152 members 
Mstep: Class 21 contains 14700 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 12646 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827432.000000 Penalty: 86934.414062
Iteration 189Q: 27 clusters Score -9.082743e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 14331 members 
Mstep: Class 3 contains 6884 members 
Mstep: Class 4 contains 162060 members 
Mstep: Class 5 contains 273888 members 
Mstep: Class 6 contains 13336 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54772 members 
Mstep: Class 11 contains 6163 members 
Mstep: Class 12 contains 10974 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36312 members 
Mstep: Class 15 contains 12774 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 45851 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13021 members 
Mstep: Class 20 contains 12155 members 
Mstep: Class 21 contains 14695 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 12645 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827568.000000 Penalty: 86934.414062
Iteration 190Q: 27 clusters Score -9.082757e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 14330 members 
Mstep: Class 3 contains 6873 members 
Mstep: Class 4 contains 162073 members 
Mstep: Class 5 contains 273892 members 
Mstep: Class 6 contains 13335 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54781 members 
Mstep: Class 11 contains 6130 members 
Mstep: Class 12 contains 10976 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36315 members 
Mstep: Class 15 contains 12771 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 45840 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13026 members 
Mstep: Class 20 contains 12158 members 
Mstep: Class 21 contains 14687 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 12644 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827608.000000 Penalty: 86934.414062
Iteration 191Q: 27 clusters Score -9.082761e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 14331 members 
Mstep: Class 3 contains 6861 members 
Mstep: Class 4 contains 162086 members 
Mstep: Class 5 contains 273891 members 
Mstep: Class 6 contains 13340 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54786 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 10978 members 
Mstep: Class 13 contains 5627 members 
Mstep: Class 14 contains 36317 members 
Mstep: Class 15 contains 12770 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 45832 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13027 members 
Mstep: Class 20 contains 12163 members 
Mstep: Class 21 contains 14678 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 12643 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827520.000000 Penalty: 86934.414062
Iteration 192Q: 27 clusters Score -9.082752e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 14332 members 
Mstep: Class 3 contains 6848 members 
Mstep: Class 4 contains 162089 members 
Mstep: Class 5 contains 273886 members 
Mstep: Class 6 contains 13341 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54788 members 
Mstep: Class 11 contains 6087 members 
Mstep: Class 12 contains 10979 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36322 members 
Mstep: Class 15 contains 12770 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 45823 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13031 members 
Mstep: Class 20 contains 12164 members 
Mstep: Class 21 contains 14669 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 12642 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827408.000000 Penalty: 86934.414062
Iteration 193Q: 27 clusters Score -9.082741e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 14335 members 
Mstep: Class 3 contains 6838 members 
Mstep: Class 4 contains 162087 members 
Mstep: Class 5 contains 273881 members 
Mstep: Class 6 contains 13347 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54786 members 
Mstep: Class 11 contains 6077 members 
Mstep: Class 12 contains 10978 members 
Mstep: Class 13 contains 5628 members 
Mstep: Class 14 contains 36331 members 
Mstep: Class 15 contains 12770 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 45813 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13031 members 
Mstep: Class 20 contains 12169 members 
Mstep: Class 21 contains 14657 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5643 members 
Mstep: Class 24 contains 12639 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827480.000000 Penalty: 86934.414062
Iteration 194Q: 27 clusters Score -9.082748e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 14334 members 
Mstep: Class 3 contains 6832 members 
Mstep: Class 4 contains 162086 members 
Mstep: Class 5 contains 273874 members 
Mstep: Class 6 contains 13348 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54783 members 
Mstep: Class 11 contains 6069 members 
Mstep: Class 12 contains 10978 members 
Mstep: Class 13 contains 5627 members 
Mstep: Class 14 contains 36336 members 
Mstep: Class 15 contains 12772 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 45799 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13033 members 
Mstep: Class 20 contains 12174 members 
Mstep: Class 21 contains 14647 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5645 members 
Mstep: Class 24 contains 12638 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827512.000000 Penalty: 86934.414062
Iteration 195Q: 27 clusters Score -9.082751e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 14336 members 
Mstep: Class 3 contains 6827 members 
Mstep: Class 4 contains 162075 members 
Mstep: Class 5 contains 273877 members 
Mstep: Class 6 contains 13348 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54776 members 
Mstep: Class 11 contains 6056 members 
Mstep: Class 12 contains 10978 members 
Mstep: Class 13 contains 5627 members 
Mstep: Class 14 contains 36342 members 
Mstep: Class 15 contains 12773 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 45783 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13035 members 
Mstep: Class 20 contains 12180 members 
Mstep: Class 21 contains 14639 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5648 members 
Mstep: Class 24 contains 12637 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827568.000000 Penalty: 86934.414062
Iteration 196Q: 27 clusters Score -9.082757e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 14338 members 
Mstep: Class 3 contains 6822 members 
Mstep: Class 4 contains 162071 members 
Mstep: Class 5 contains 273872 members 
Mstep: Class 6 contains 13346 members 
Mstep: Class 7 contains 1006 members 
Mstep: Class 8 contains 2306 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54775 members 
Mstep: Class 11 contains 6041 members 
Mstep: Class 12 contains 10978 members 
Mstep: Class 13 contains 5627 members 
Mstep: Class 14 contains 36349 members 
Mstep: Class 15 contains 12775 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 45756 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13040 members 
Mstep: Class 20 contains 12187 members 
Mstep: Class 21 contains 14632 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5651 members 
Mstep: Class 24 contains 12638 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827456.000000 Penalty: 86934.414062
Iteration 197Q: 27 clusters Score -9.082746e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 14339 members 
Mstep: Class 3 contains 6813 members 
Mstep: Class 4 contains 162062 members 
Mstep: Class 5 contains 273875 members 
Mstep: Class 6 contains 13346 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2306 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54769 members 
Mstep: Class 11 contains 6031 members 
Mstep: Class 12 contains 10978 members 
Mstep: Class 13 contains 5627 members 
Mstep: Class 14 contains 36355 members 
Mstep: Class 15 contains 12779 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 45746 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13046 members 
Mstep: Class 20 contains 12191 members 
Mstep: Class 21 contains 14623 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5653 members 
Mstep: Class 24 contains 12639 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827456.000000 Penalty: 86934.414062
Iteration 198Q: 27 clusters Score -9.082746e+07 nChanged 145
Entering ConstructFrom: 
Score: -90827456.000000 Penalty: 86934.414062
Entering ConstructFrom: 
Trying to split cluster 1 (7151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Entering Unmasked Estep 
Score: -840353.500000 Penalty: 2201.001953
	Iteration 0F: 2 clusters Score -840353.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -834575.875000 Penalty: 4402.003906
	Iteration 0F: 3 clusters Score -834575.9 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -836175.937500 Penalty: 4402.003906
	Iteration 1F: 3 clusters Score -836175.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -836515.750000 Penalty: 4402.003906
	Iteration 2F: 3 clusters Score -836515.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -836793.500000 Penalty: 4402.003906
	Iteration 3F: 3 clusters Score -836793.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -837027.125000 Penalty: 4402.003906
	Iteration 4F: 3 clusters Score -837027.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -837223.437500 Penalty: 4402.003906
	Iteration 5Q: 3 clusters Score -837223.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -837399.812500 Penalty: 4402.003906
	Iteration 6Q: 3 clusters Score -837399.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -837567.250000 Penalty: 4402.003906
	Iteration 7Q: 3 clusters Score -837567.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -837751.875000 Penalty: 4402.003906
	Iteration 8Q: 3 clusters Score -837751.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -837946.625000 Penalty: 4402.003906
	Iteration 9Q: 3 clusters Score -837946.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -838112.687500 Penalty: 4402.003906
	Iteration 10Q: 3 clusters Score -838112.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -838244.687500 Penalty: 4402.003906
	Iteration 11Q: 3 clusters Score -838244.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -838327.000000 Penalty: 4402.003906
	Iteration 12Q: 3 clusters Score -838327 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -838387.937500 Penalty: 4402.003906
	Iteration 13Q: 3 clusters Score -838387.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -838433.437500 Penalty: 4402.003906
	Iteration 14Q: 3 clusters Score -838433.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -838471.562500 Penalty: 4402.003906
	Iteration 15Q: 3 clusters Score -838471.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -838499.000000 Penalty: 4402.003906
	Iteration 16Q: 3 clusters Score -838499 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -838524.312500 Penalty: 4402.003906
	Iteration 17Q: 3 clusters Score -838524.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -838543.312500 Penalty: 4402.003906
	Iteration 18Q: 3 clusters Score -838543.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -838555.687500 Penalty: 4402.003906
	Iteration 19Q: 3 clusters Score -838555.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -838565.062500 Penalty: 4402.003906
	Iteration 20F: 3 clusters Score -838565.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -838574.437500 Penalty: 4402.003906
	Iteration 21Q: 3 clusters Score -838574.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -838586.812500 Penalty: 4402.003906
	Iteration 22Q: 3 clusters Score -838586.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -838591.437500 Penalty: 4402.003906
	Iteration 23Q: 3 clusters Score -838591.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -838595.187500 Penalty: 4402.003906
	Iteration 24Q: 3 clusters Score -838595.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -838598.250000 Penalty: 4402.003906
	Iteration 25Q: 3 clusters Score -838598.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -838599.125000 Penalty: 4402.003906
	Iteration 26Q: 3 clusters Score -838599.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -838604.312500 Penalty: 4402.003906
	Iteration 27Q: 3 clusters Score -838604.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -838607.000000 Penalty: 4402.003906
	Iteration 28Q: 3 clusters Score -838607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -838605.875000 Penalty: 4402.003906
	Iteration 29Q: 3 clusters Score -838605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -838606.500000 Penalty: 4402.003906
	Iteration 30Q: 3 clusters Score -838606.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -838605.500000 Penalty: 4402.003906
	Iteration 31Q: 3 clusters Score -838605.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -838606.250000 Penalty: 4402.003906
	Iteration 32Q: 3 clusters Score -838606.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -838607.062500 Penalty: 4402.003906
	Iteration 33Q: 3 clusters Score -838607.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -838608.312500 Penalty: 4402.003906
	Iteration 34Q: 3 clusters Score -838608.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -838608.312500 Penalty: 4402.003906
	Iteration 35F: 3 clusters Score -838608.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Entering Unmasked Estep 
Score: -1870719.625000 Penalty: 2373.560547
	Iteration 0F: 2 clusters Score -1870720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1860285.125000 Penalty: 4747.121094
	Iteration 0F: 3 clusters Score -1860285 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1863526.375000 Penalty: 4747.121094
	Iteration 1F: 3 clusters Score -1863526 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1863902.000000 Penalty: 4747.121094
	Iteration 2F: 3 clusters Score -1863902 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1864191.000000 Penalty: 4747.121094
	Iteration 3F: 3 clusters Score -1864191 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1864423.250000 Penalty: 4747.121094
	Iteration 4Q: 3 clusters Score -1864423 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1864616.250000 Penalty: 4747.121094
	Iteration 5Q: 3 clusters Score -1864616 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1864791.500000 Penalty: 4747.121094
	Iteration 6Q: 3 clusters Score -1864792 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1864935.500000 Penalty: 4747.121094
	Iteration 7Q: 3 clusters Score -1864936 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1865076.625000 Penalty: 4747.121094
	Iteration 8Q: 3 clusters Score -1865077 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1865210.125000 Penalty: 4747.121094
	Iteration 9Q: 3 clusters Score -1865210 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1865340.125000 Penalty: 4747.121094
	Iteration 10Q: 3 clusters Score -1865340 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1865497.125000 Penalty: 4747.121094
	Iteration 11Q: 3 clusters Score -1865497 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1865649.625000 Penalty: 4747.121094
	Iteration 12Q: 3 clusters Score -1865650 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1865798.000000 Penalty: 4747.121094
	Iteration 13Q: 3 clusters Score -1865798 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1865963.250000 Penalty: 4747.121094
	Iteration 14Q: 3 clusters Score -1865963 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1866120.625000 Penalty: 4747.121094
	Iteration 15Q: 3 clusters Score -1866121 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1866318.125000 Penalty: 4747.121094
	Iteration 16Q: 3 clusters Score -1866318 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1866560.625000 Penalty: 4747.121094
	Iteration 17Q: 3 clusters Score -1866561 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1866824.250000 Penalty: 4747.121094
	Iteration 18Q: 3 clusters Score -1866824 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1867092.625000 Penalty: 4747.121094
	Iteration 19Q: 3 clusters Score -1867093 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1867340.500000 Penalty: 4747.121094
	Iteration 20F: 3 clusters Score -1867340 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1867553.375000 Penalty: 4747.121094
	Iteration 21Q: 3 clusters Score -1867553 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1867752.750000 Penalty: 4747.121094
	Iteration 22Q: 3 clusters Score -1867753 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1867943.625000 Penalty: 4747.121094
	Iteration 23Q: 3 clusters Score -1867944 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1868105.500000 Penalty: 4747.121094
	Iteration 24Q: 3 clusters Score -1868106 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1868234.125000 Penalty: 4747.121094
	Iteration 25Q: 3 clusters Score -1868234 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1868340.625000 Penalty: 4747.121094
	Iteration 26Q: 3 clusters Score -1868341 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1868431.375000 Penalty: 4747.121094
	Iteration 27Q: 3 clusters Score -1868431 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1868501.750000 Penalty: 4747.121094
	Iteration 28Q: 3 clusters Score -1868502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1868539.375000 Penalty: 4747.121094
	Iteration 29Q: 3 clusters Score -1868539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1868579.500000 Penalty: 4747.121094
	Iteration 30Q: 3 clusters Score -1868580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1868619.250000 Penalty: 4747.121094
	Iteration 31Q: 3 clusters Score -1868619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1868642.000000 Penalty: 4747.121094
	Iteration 32Q: 3 clusters Score -1868642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1868654.875000 Penalty: 4747.121094
	Iteration 33Q: 3 clusters Score -1868655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1868658.250000 Penalty: 4747.121094
	Iteration 34Q: 3 clusters Score -1868658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1868666.375000 Penalty: 4747.121094
	Iteration 35Q: 3 clusters Score -1868666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1868670.250000 Penalty: 4747.121094
	Iteration 36Q: 3 clusters Score -1868670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1868671.125000 Penalty: 4747.121094
	Iteration 37Q: 3 clusters Score -1868671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1868670.750000 Penalty: 4747.121094
	Iteration 38Q: 3 clusters Score -1868671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1868670.750000 Penalty: 4747.121094
	Iteration 39F: 3 clusters Score -1868671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Entering Unmasked Estep 
Score: -769004.687500 Penalty: 2188.811523
	Iteration 0F: 2 clusters Score -769004.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -763388.437500 Penalty: 4377.623047
	Iteration 0F: 3 clusters Score -763388.4 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -764945.875000 Penalty: 4377.623047
	Iteration 1F: 3 clusters Score -764945.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -765352.000000 Penalty: 4377.623047
	Iteration 2F: 3 clusters Score -765352 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -765693.125000 Penalty: 4377.623047
	Iteration 3F: 3 clusters Score -765693.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -766015.687500 Penalty: 4377.623047
	Iteration 4F: 3 clusters Score -766015.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -766309.812500 Penalty: 4377.623047
	Iteration 5F: 3 clusters Score -766309.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -766586.812500 Penalty: 4377.623047
	Iteration 6Q: 3 clusters Score -766586.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -766796.937500 Penalty: 4377.623047
	Iteration 7Q: 3 clusters Score -766796.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -766928.875000 Penalty: 4377.623047
	Iteration 8Q: 3 clusters Score -766928.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -767014.125000 Penalty: 4377.623047
	Iteration 9Q: 3 clusters Score -767014.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -767074.937500 Penalty: 4377.623047
	Iteration 10Q: 3 clusters Score -767074.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -767110.750000 Penalty: 4377.623047
	Iteration 11Q: 3 clusters Score -767110.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -767134.125000 Penalty: 4377.623047
	Iteration 12Q: 3 clusters Score -767134.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -767154.312500 Penalty: 4377.623047
	Iteration 13Q: 3 clusters Score -767154.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -767172.812500 Penalty: 4377.623047
	Iteration 14Q: 3 clusters Score -767172.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -767193.625000 Penalty: 4377.623047
	Iteration 15Q: 3 clusters Score -767193.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -767206.937500 Penalty: 4377.623047
	Iteration 16Q: 3 clusters Score -767206.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -767218.812500 Penalty: 4377.623047
	Iteration 17Q: 3 clusters Score -767218.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -767223.500000 Penalty: 4377.623047
	Iteration 18Q: 3 clusters Score -767223.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -767227.937500 Penalty: 4377.623047
	Iteration 19Q: 3 clusters Score -767227.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -767235.000000 Penalty: 4377.623047
	Iteration 20F: 3 clusters Score -767235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -767243.562500 Penalty: 4377.623047
	Iteration 21Q: 3 clusters Score -767243.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -767250.062500 Penalty: 4377.623047
	Iteration 22Q: 3 clusters Score -767250.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -767258.062500 Penalty: 4377.623047
	Iteration 23Q: 3 clusters Score -767258.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -767264.187500 Penalty: 4377.623047
	Iteration 24Q: 3 clusters Score -767264.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -767267.250000 Penalty: 4377.623047
	Iteration 25Q: 3 clusters Score -767267.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -767270.375000 Penalty: 4377.623047
	Iteration 26Q: 3 clusters Score -767270.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -767272.062500 Penalty: 4377.623047
	Iteration 27Q: 3 clusters Score -767272.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -767274.125000 Penalty: 4377.623047
	Iteration 28Q: 3 clusters Score -767274.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -767276.062500 Penalty: 4377.623047
	Iteration 29Q: 3 clusters Score -767276.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -767276.937500 Penalty: 4377.623047
	Iteration 30Q: 3 clusters Score -767276.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -767278.312500 Penalty: 4377.623047
	Iteration 31Q: 3 clusters Score -767278.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -767277.500000 Penalty: 4377.623047
	Iteration 32Q: 3 clusters Score -767277.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -767277.375000 Penalty: 4377.623047
	Iteration 33Q: 3 clusters Score -767277.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -767276.750000 Penalty: 4377.623047
	Iteration 34Q: 3 clusters Score -767276.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -767276.750000 Penalty: 4377.623047
	Iteration 35F: 3 clusters Score -767276.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (162061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162061 members 
Entering Unmasked Estep 
Score: -21078160.000000 Penalty: 2974.940674
	Iteration 0F: 2 clusters Score -2.107816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 80886 members 
Entering Unmasked Estep 
Score: -20971844.000000 Penalty: 5949.881348
	Iteration 0F: 3 clusters Score -2.097184e+07 nChanged 77785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83140 members 
Mstep: Class 2 contains 78921 members 
Entering Unmasked Estep 
Score: -21016854.000000 Penalty: 5949.881348
	Iteration 1F: 3 clusters Score -2.101685e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 77748 members 
Entering Unmasked Estep 
Score: -21018388.000000 Penalty: 5949.881348
	Iteration 2Q: 3 clusters Score -2.101839e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86032 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -21020692.000000 Penalty: 5949.881348
	Iteration 3Q: 3 clusters Score -2.102069e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88641 members 
Mstep: Class 2 contains 73420 members 
Entering Unmasked Estep 
Score: -21024158.000000 Penalty: 5949.881348
	Iteration 4Q: 3 clusters Score -2.102416e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92288 members 
Mstep: Class 2 contains 69773 members 
Entering Unmasked Estep 
Score: -21029366.000000 Penalty: 5949.881348
	Iteration 5F: 3 clusters Score -2.102937e+07 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96906 members 
Mstep: Class 2 contains 65155 members 
Entering Unmasked Estep 
Score: -21036028.000000 Penalty: 5949.881348
	Iteration 6F: 3 clusters Score -2.103603e+07 nChanged 10522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102244 members 
Mstep: Class 2 contains 59817 members 
Entering Unmasked Estep 
Score: -21043014.000000 Penalty: 5949.881348
	Iteration 7F: 3 clusters Score -2.104301e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107587 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -21049060.000000 Penalty: 5949.881348
	Iteration 8F: 3 clusters Score -2.104906e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112495 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -21053906.000000 Penalty: 5949.881348
	Iteration 9F: 3 clusters Score -2.105391e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117099 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -21057604.000000 Penalty: 5949.881348
	Iteration 10Q: 3 clusters Score -2.10576e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121231 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -21060320.000000 Penalty: 5949.881348
	Iteration 11Q: 3 clusters Score -2.106032e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125069 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -21062454.000000 Penalty: 5949.881348
	Iteration 12Q: 3 clusters Score -2.106245e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128697 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -21064202.000000 Penalty: 5949.881348
	Iteration 13Q: 3 clusters Score -2.10642e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132165 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -21065856.000000 Penalty: 5949.881348
	Iteration 14Q: 3 clusters Score -2.106586e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135496 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -21067580.000000 Penalty: 5949.881348
	Iteration 15Q: 3 clusters Score -2.106758e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138665 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -21069450.000000 Penalty: 5949.881348
	Iteration 16Q: 3 clusters Score -2.106945e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141602 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -21071280.000000 Penalty: 5949.881348
	Iteration 17Q: 3 clusters Score -2.107128e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144160 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -21073058.000000 Penalty: 5949.881348
	Iteration 18Q: 3 clusters Score -2.107306e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146236 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -21074250.000000 Penalty: 5949.881348
	Iteration 19Q: 3 clusters Score -2.107425e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147949 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -21075242.000000 Penalty: 5949.881348
	Iteration 20F: 3 clusters Score -2.107524e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149333 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -21075866.000000 Penalty: 5949.881348
	Iteration 21Q: 3 clusters Score -2.107587e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150449 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -21076336.000000 Penalty: 5949.881348
	Iteration 22Q: 3 clusters Score -2.107634e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151308 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -21076596.000000 Penalty: 5949.881348
	Iteration 23Q: 3 clusters Score -2.10766e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152042 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -21076816.000000 Penalty: 5949.881348
	Iteration 24Q: 3 clusters Score -2.107682e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152656 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -21076946.000000 Penalty: 5949.881348
	Iteration 25Q: 3 clusters Score -2.107695e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153171 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -21077106.000000 Penalty: 5949.881348
	Iteration 26Q: 3 clusters Score -2.107711e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153612 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -21077218.000000 Penalty: 5949.881348
	Iteration 27Q: 3 clusters Score -2.107722e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153996 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -21077308.000000 Penalty: 5949.881348
	Iteration 28Q: 3 clusters Score -2.107731e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154343 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -21077398.000000 Penalty: 5949.881348
	Iteration 29Q: 3 clusters Score -2.10774e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154649 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -21077440.000000 Penalty: 5949.881348
	Iteration 30Q: 3 clusters Score -2.107744e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154910 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -21077512.000000 Penalty: 5949.881348
	Iteration 31Q: 3 clusters Score -2.107751e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155156 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -21077470.000000 Penalty: 5949.881348
	Iteration 32Q: 3 clusters Score -2.107747e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155353 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -21077504.000000 Penalty: 5949.881348
	Iteration 33Q: 3 clusters Score -2.10775e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155522 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -21077542.000000 Penalty: 5949.881348
	Iteration 34Q: 3 clusters Score -2.107754e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155672 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -21077572.000000 Penalty: 5949.881348
	Iteration 35Q: 3 clusters Score -2.107757e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155810 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -21077594.000000 Penalty: 5949.881348
	Iteration 36Q: 3 clusters Score -2.107759e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155937 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -21077612.000000 Penalty: 5949.881348
	Iteration 37Q: 3 clusters Score -2.107761e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156064 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -21077590.000000 Penalty: 5949.881348
	Iteration 38Q: 3 clusters Score -2.107759e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156180 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -21077642.000000 Penalty: 5949.881348
	Iteration 39Q: 3 clusters Score -2.107764e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156263 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -21077636.000000 Penalty: 5949.881348
	Iteration 40F: 3 clusters Score -2.107764e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156337 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -21077640.000000 Penalty: 5949.881348
	Iteration 41Q: 3 clusters Score -2.107764e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156409 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -21077640.000000 Penalty: 5949.881348
	Iteration 42Q: 3 clusters Score -2.107764e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156483 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -21077652.000000 Penalty: 5949.881348
	Iteration 43Q: 3 clusters Score -2.107765e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156549 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -21077680.000000 Penalty: 5949.881348
	Iteration 44Q: 3 clusters Score -2.107768e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156601 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -21077678.000000 Penalty: 5949.881348
	Iteration 45Q: 3 clusters Score -2.107768e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156646 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -21077700.000000 Penalty: 5949.881348
	Iteration 46Q: 3 clusters Score -2.10777e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156691 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -21077708.000000 Penalty: 5949.881348
	Iteration 47Q: 3 clusters Score -2.107771e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156741 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -21077716.000000 Penalty: 5949.881348
	Iteration 48Q: 3 clusters Score -2.107772e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156785 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -21077752.000000 Penalty: 5949.881348
	Iteration 49Q: 3 clusters Score -2.107775e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156826 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -21077732.000000 Penalty: 5949.881348
	Iteration 50Q: 3 clusters Score -2.107773e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156862 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -21077772.000000 Penalty: 5949.881348
	Iteration 51Q: 3 clusters Score -2.107777e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156901 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -21077776.000000 Penalty: 5949.881348
	Iteration 52Q: 3 clusters Score -2.107778e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156936 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -21077782.000000 Penalty: 5949.881348
	Iteration 53Q: 3 clusters Score -2.107778e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156956 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -21077780.000000 Penalty: 5949.881348
	Iteration 54Q: 3 clusters Score -2.107778e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156976 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -21077750.000000 Penalty: 5949.881348
	Iteration 55Q: 3 clusters Score -2.107775e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156996 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -21077762.000000 Penalty: 5949.881348
	Iteration 56Q: 3 clusters Score -2.107776e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157021 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -21077772.000000 Penalty: 5949.881348
	Iteration 57Q: 3 clusters Score -2.107777e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157045 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -21077788.000000 Penalty: 5949.881348
	Iteration 58Q: 3 clusters Score -2.107779e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157070 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -21077792.000000 Penalty: 5949.881348
	Iteration 59Q: 3 clusters Score -2.107779e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157101 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -21077806.000000 Penalty: 5949.881348
	Iteration 60F: 3 clusters Score -2.107781e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157127 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -21077806.000000 Penalty: 5949.881348
	Iteration 61Q: 3 clusters Score -2.107781e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157149 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -21077798.000000 Penalty: 5949.881348
	Iteration 62Q: 3 clusters Score -2.10778e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157174 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -21077798.000000 Penalty: 5949.881348
	Iteration 63Q: 3 clusters Score -2.10778e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157203 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -21077780.000000 Penalty: 5949.881348
	Iteration 64Q: 3 clusters Score -2.107778e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157229 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -21077770.000000 Penalty: 5949.881348
	Iteration 65Q: 3 clusters Score -2.107777e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157249 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -21077800.000000 Penalty: 5949.881348
	Iteration 66Q: 3 clusters Score -2.10778e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157270 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -21077800.000000 Penalty: 5949.881348
	Iteration 67Q: 3 clusters Score -2.10778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157285 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -21077802.000000 Penalty: 5949.881348
	Iteration 68Q: 3 clusters Score -2.10778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157297 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -21077794.000000 Penalty: 5949.881348
	Iteration 69Q: 3 clusters Score -2.107779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157306 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -21077790.000000 Penalty: 5949.881348
	Iteration 70Q: 3 clusters Score -2.107779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -21077780.000000 Penalty: 5949.881348
	Iteration 71Q: 3 clusters Score -2.107778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157323 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -21077766.000000 Penalty: 5949.881348
	Iteration 72Q: 3 clusters Score -2.107777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157329 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -21077800.000000 Penalty: 5949.881348
	Iteration 73Q: 3 clusters Score -2.10778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157333 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -21077778.000000 Penalty: 5949.881348
	Iteration 74Q: 3 clusters Score -2.107778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157343 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -21077762.000000 Penalty: 5949.881348
	Iteration 75Q: 3 clusters Score -2.107776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157350 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -21077760.000000 Penalty: 5949.881348
	Iteration 76Q: 3 clusters Score -2.107776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157356 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -21077764.000000 Penalty: 5949.881348
	Iteration 77Q: 3 clusters Score -2.107776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157358 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -21077772.000000 Penalty: 5949.881348
	Iteration 78Q: 3 clusters Score -2.107777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157362 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -21077770.000000 Penalty: 5949.881348
	Iteration 79Q: 3 clusters Score -2.107777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157369 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -21077768.000000 Penalty: 5949.881348
	Iteration 80F: 3 clusters Score -2.107777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157375 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -21077752.000000 Penalty: 5949.881348
	Iteration 81Q: 3 clusters Score -2.107775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157382 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -21077752.000000 Penalty: 5949.881348
	Iteration 82Q: 3 clusters Score -2.107775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157388 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -21077754.000000 Penalty: 5949.881348
	Iteration 83Q: 3 clusters Score -2.107775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157393 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -21077746.000000 Penalty: 5949.881348
	Iteration 84Q: 3 clusters Score -2.107775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157397 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -21077746.000000 Penalty: 5949.881348
	Iteration 85Q: 3 clusters Score -2.107775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157400 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -21077752.000000 Penalty: 5949.881348
	Iteration 86Q: 3 clusters Score -2.107775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157408 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -21077760.000000 Penalty: 5949.881348
	Iteration 87Q: 3 clusters Score -2.107776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157416 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -21077738.000000 Penalty: 5949.881348
	Iteration 88Q: 3 clusters Score -2.107774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157420 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -21077728.000000 Penalty: 5949.881348
	Iteration 89Q: 3 clusters Score -2.107773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157424 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -21077740.000000 Penalty: 5949.881348
	Iteration 90Q: 3 clusters Score -2.107774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157427 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -21077742.000000 Penalty: 5949.881348
	Iteration 91Q: 3 clusters Score -2.107774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157430 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -21077724.000000 Penalty: 5949.881348
	Iteration 92Q: 3 clusters Score -2.107772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157432 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -21077738.000000 Penalty: 5949.881348
	Iteration 93Q: 3 clusters Score -2.107774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157438 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -21077728.000000 Penalty: 5949.881348
	Iteration 94Q: 3 clusters Score -2.107773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157448 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -21077752.000000 Penalty: 5949.881348
	Iteration 95Q: 3 clusters Score -2.107775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157457 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -21077772.000000 Penalty: 5949.881348
	Iteration 96Q: 3 clusters Score -2.107777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157466 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -21077790.000000 Penalty: 5949.881348
	Iteration 97Q: 3 clusters Score -2.107779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157477 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -21077772.000000 Penalty: 5949.881348
	Iteration 98Q: 3 clusters Score -2.107777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157488 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -21077770.000000 Penalty: 5949.881348
	Iteration 99Q: 3 clusters Score -2.107777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157498 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -21077768.000000 Penalty: 5949.881348
	Iteration 100F: 3 clusters Score -2.107777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157507 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -21077772.000000 Penalty: 5949.881348
	Iteration 101Q: 3 clusters Score -2.107777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157517 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -21077772.000000 Penalty: 5949.881348
	Iteration 102Q: 3 clusters Score -2.107777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157528 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -21077778.000000 Penalty: 5949.881348
	Iteration 103Q: 3 clusters Score -2.107778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157533 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -21077782.000000 Penalty: 5949.881348
	Iteration 104Q: 3 clusters Score -2.107778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157539 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -21077784.000000 Penalty: 5949.881348
	Iteration 105Q: 3 clusters Score -2.107778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157541 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -21077794.000000 Penalty: 5949.881348
	Iteration 106Q: 3 clusters Score -2.107779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157545 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -21077788.000000 Penalty: 5949.881348
	Iteration 107Q: 3 clusters Score -2.107779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157546 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -21077790.000000 Penalty: 5949.881348
	Iteration 108Q: 3 clusters Score -2.107779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157549 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -21077778.000000 Penalty: 5949.881348
	Iteration 109Q: 3 clusters Score -2.107778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157552 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -21077780.000000 Penalty: 5949.881348
	Iteration 110Q: 3 clusters Score -2.107778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157553 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -21077786.000000 Penalty: 5949.881348
	Iteration 111Q: 3 clusters Score -2.107779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157554 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -21077782.000000 Penalty: 5949.881348
	Iteration 112Q: 3 clusters Score -2.107778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157554 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -21077782.000000 Penalty: 5949.881348
	Iteration 113F: 3 clusters Score -2.107778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (273873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273873 members 
Entering Unmasked Estep 
Score: -35629312.000000 Penalty: 3105.064209
	Iteration 0F: 2 clusters Score -3.562931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136806 members 
Mstep: Class 2 contains 137067 members 
Entering Unmasked Estep 
Score: -35457500.000000 Penalty: 6210.128418
	Iteration 0F: 3 clusters Score -3.54575e+07 nChanged 132506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134104 members 
Mstep: Class 2 contains 139769 members 
Entering Unmasked Estep 
Score: -35534632.000000 Penalty: 6210.128418
	Iteration 1F: 3 clusters Score -3.553463e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132608 members 
Mstep: Class 2 contains 141265 members 
Entering Unmasked Estep 
Score: -35535308.000000 Penalty: 6210.128418
	Iteration 2Q: 3 clusters Score -3.553531e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130292 members 
Mstep: Class 2 contains 143581 members 
Entering Unmasked Estep 
Score: -35536504.000000 Penalty: 6210.128418
	Iteration 3Q: 3 clusters Score -3.55365e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126582 members 
Mstep: Class 2 contains 147291 members 
Entering Unmasked Estep 
Score: -35537764.000000 Penalty: 6210.128418
	Iteration 4Q: 3 clusters Score -3.553776e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120795 members 
Mstep: Class 2 contains 153078 members 
Entering Unmasked Estep 
Score: -35540300.000000 Penalty: 6210.128418
	Iteration 5Q: 3 clusters Score -3.55403e+07 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111926 members 
Mstep: Class 2 contains 161947 members 
Entering Unmasked Estep 
Score: -35544284.000000 Penalty: 6210.128418
	Iteration 6Q: 3 clusters Score -3.554428e+07 nChanged 13618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99068 members 
Mstep: Class 2 contains 174805 members 
Entering Unmasked Estep 
Score: -35550700.000000 Penalty: 6210.128418
	Iteration 7Q: 3 clusters Score -3.55507e+07 nChanged 17894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81612 members 
Mstep: Class 2 contains 192261 members 
Entering Unmasked Estep 
Score: -35561552.000000 Penalty: 6210.128418
	Iteration 8F: 3 clusters Score -3.556155e+07 nChanged 20876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 212835 members 
Entering Unmasked Estep 
Score: -35576520.000000 Penalty: 6210.128418
	Iteration 9F: 3 clusters Score -3.557652e+07 nChanged 19961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 232564 members 
Entering Unmasked Estep 
Score: -35592444.000000 Penalty: 6210.128418
	Iteration 10F: 3 clusters Score -3.559244e+07 nChanged 14996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 247318 members 
Entering Unmasked Estep 
Score: -35604376.000000 Penalty: 6210.128418
	Iteration 11F: 3 clusters Score -3.560438e+07 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 256619 members 
Entering Unmasked Estep 
Score: -35612320.000000 Penalty: 6210.128418
	Iteration 12Q: 3 clusters Score -3.561232e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 262193 members 
Entering Unmasked Estep 
Score: -35617296.000000 Penalty: 6210.128418
	Iteration 13Q: 3 clusters Score -3.56173e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 265625 members 
Entering Unmasked Estep 
Score: -35620176.000000 Penalty: 6210.128418
	Iteration 14Q: 3 clusters Score -3.562018e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 267832 members 
Entering Unmasked Estep 
Score: -35622328.000000 Penalty: 6210.128418
	Iteration 15Q: 3 clusters Score -3.562233e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 269238 members 
Entering Unmasked Estep 
Score: -35623676.000000 Penalty: 6210.128418
	Iteration 16Q: 3 clusters Score -3.562368e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 270114 members 
Entering Unmasked Estep 
Score: -35624616.000000 Penalty: 6210.128418
	Iteration 17Q: 3 clusters Score -3.562462e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 270683 members 
Entering Unmasked Estep 
Score: -35625296.000000 Penalty: 6210.128418
	Iteration 18Q: 3 clusters Score -3.56253e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 271032 members 
Entering Unmasked Estep 
Score: -35625804.000000 Penalty: 6210.128418
	Iteration 19Q: 3 clusters Score -3.56258e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 271214 members 
Entering Unmasked Estep 
Score: -35626120.000000 Penalty: 6210.128418
	Iteration 20F: 3 clusters Score -3.562612e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 271317 members 
Entering Unmasked Estep 
Score: -35626452.000000 Penalty: 6210.128418
	Iteration 21Q: 3 clusters Score -3.562645e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 271349 members 
Entering Unmasked Estep 
Score: -35626700.000000 Penalty: 6210.128418
	Iteration 22Q: 3 clusters Score -3.56267e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 271355 members 
Entering Unmasked Estep 
Score: -35626868.000000 Penalty: 6210.128418
	Iteration 23Q: 3 clusters Score -3.562687e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 271337 members 
Entering Unmasked Estep 
Score: -35626956.000000 Penalty: 6210.128418
	Iteration 24Q: 3 clusters Score -3.562696e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 271282 members 
Entering Unmasked Estep 
Score: -35627048.000000 Penalty: 6210.128418
	Iteration 25Q: 3 clusters Score -3.562705e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 271231 members 
Entering Unmasked Estep 
Score: -35627152.000000 Penalty: 6210.128418
	Iteration 26Q: 3 clusters Score -3.562715e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 271190 members 
Entering Unmasked Estep 
Score: -35627212.000000 Penalty: 6210.128418
	Iteration 27Q: 3 clusters Score -3.562721e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 271144 members 
Entering Unmasked Estep 
Score: -35627164.000000 Penalty: 6210.128418
	Iteration 28Q: 3 clusters Score -3.562716e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 271105 members 
Entering Unmasked Estep 
Score: -35627232.000000 Penalty: 6210.128418
	Iteration 29Q: 3 clusters Score -3.562723e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 271067 members 
Entering Unmasked Estep 
Score: -35627256.000000 Penalty: 6210.128418
	Iteration 30Q: 3 clusters Score -3.562726e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 271061 members 
Entering Unmasked Estep 
Score: -35627300.000000 Penalty: 6210.128418
	Iteration 31Q: 3 clusters Score -3.56273e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 271051 members 
Entering Unmasked Estep 
Score: -35627316.000000 Penalty: 6210.128418
	Iteration 32Q: 3 clusters Score -3.562732e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 271054 members 
Entering Unmasked Estep 
Score: -35627352.000000 Penalty: 6210.128418
	Iteration 33Q: 3 clusters Score -3.562735e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 271065 members 
Entering Unmasked Estep 
Score: -35627372.000000 Penalty: 6210.128418
	Iteration 34Q: 3 clusters Score -3.562737e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 271072 members 
Entering Unmasked Estep 
Score: -35627356.000000 Penalty: 6210.128418
	Iteration 35Q: 3 clusters Score -3.562736e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 271073 members 
Entering Unmasked Estep 
Score: -35627408.000000 Penalty: 6210.128418
	Iteration 36Q: 3 clusters Score -3.562741e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 271073 members 
Entering Unmasked Estep 
Score: -35627436.000000 Penalty: 6210.128418
	Iteration 37Q: 3 clusters Score -3.562744e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 271075 members 
Entering Unmasked Estep 
Score: -35627428.000000 Penalty: 6210.128418
	Iteration 38Q: 3 clusters Score -3.562743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 271070 members 
Entering Unmasked Estep 
Score: -35627432.000000 Penalty: 6210.128418
	Iteration 39Q: 3 clusters Score -3.562743e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 271068 members 
Entering Unmasked Estep 
Score: -35627440.000000 Penalty: 6210.128418
	Iteration 40F: 3 clusters Score -3.562744e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 271045 members 
Entering Unmasked Estep 
Score: -35627504.000000 Penalty: 6210.128418
	Iteration 41Q: 3 clusters Score -3.56275e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 271031 members 
Entering Unmasked Estep 
Score: -35627492.000000 Penalty: 6210.128418
	Iteration 42Q: 3 clusters Score -3.562749e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 271020 members 
Entering Unmasked Estep 
Score: -35627480.000000 Penalty: 6210.128418
	Iteration 43Q: 3 clusters Score -3.562748e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 271021 members 
Entering Unmasked Estep 
Score: -35627524.000000 Penalty: 6210.128418
	Iteration 44Q: 3 clusters Score -3.562752e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 271028 members 
Entering Unmasked Estep 
Score: -35627580.000000 Penalty: 6210.128418
	Iteration 45Q: 3 clusters Score -3.562758e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 271022 members 
Entering Unmasked Estep 
Score: -35627536.000000 Penalty: 6210.128418
	Iteration 46Q: 3 clusters Score -3.562754e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 271016 members 
Entering Unmasked Estep 
Score: -35627548.000000 Penalty: 6210.128418
	Iteration 47Q: 3 clusters Score -3.562755e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 271008 members 
Entering Unmasked Estep 
Score: -35627564.000000 Penalty: 6210.128418
	Iteration 48Q: 3 clusters Score -3.562756e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 270994 members 
Entering Unmasked Estep 
Score: -35627592.000000 Penalty: 6210.128418
	Iteration 49Q: 3 clusters Score -3.562759e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 270979 members 
Entering Unmasked Estep 
Score: -35627556.000000 Penalty: 6210.128418
	Iteration 50Q: 3 clusters Score -3.562756e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 270971 members 
Entering Unmasked Estep 
Score: -35627564.000000 Penalty: 6210.128418
	Iteration 51Q: 3 clusters Score -3.562756e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 270968 members 
Entering Unmasked Estep 
Score: -35627612.000000 Penalty: 6210.128418
	Iteration 52Q: 3 clusters Score -3.562761e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 270961 members 
Entering Unmasked Estep 
Score: -35627620.000000 Penalty: 6210.128418
	Iteration 53Q: 3 clusters Score -3.562762e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 270959 members 
Entering Unmasked Estep 
Score: -35627596.000000 Penalty: 6210.128418
	Iteration 54Q: 3 clusters Score -3.56276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 270957 members 
Entering Unmasked Estep 
Score: -35627620.000000 Penalty: 6210.128418
	Iteration 55Q: 3 clusters Score -3.562762e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 270958 members 
Entering Unmasked Estep 
Score: -35627628.000000 Penalty: 6210.128418
	Iteration 56Q: 3 clusters Score -3.562763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 270960 members 
Entering Unmasked Estep 
Score: -35627620.000000 Penalty: 6210.128418
	Iteration 57Q: 3 clusters Score -3.562762e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 270961 members 
Entering Unmasked Estep 
Score: -35627688.000000 Penalty: 6210.128418
	Iteration 58Q: 3 clusters Score -3.562769e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 270957 members 
Entering Unmasked Estep 
Score: -35627660.000000 Penalty: 6210.128418
	Iteration 59Q: 3 clusters Score -3.562766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 270948 members 
Entering Unmasked Estep 
Score: -35627672.000000 Penalty: 6210.128418
	Iteration 60F: 3 clusters Score -3.562767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 270940 members 
Entering Unmasked Estep 
Score: -35627664.000000 Penalty: 6210.128418
	Iteration 61Q: 3 clusters Score -3.562766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 270939 members 
Entering Unmasked Estep 
Score: -35627652.000000 Penalty: 6210.128418
	Iteration 62Q: 3 clusters Score -3.562765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 270938 members 
Entering Unmasked Estep 
Score: -35627668.000000 Penalty: 6210.128418
	Iteration 63Q: 3 clusters Score -3.562767e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 270935 members 
Entering Unmasked Estep 
Score: -35627664.000000 Penalty: 6210.128418
	Iteration 64Q: 3 clusters Score -3.562766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 270937 members 
Entering Unmasked Estep 
Score: -35627672.000000 Penalty: 6210.128418
	Iteration 65Q: 3 clusters Score -3.562767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 270938 members 
Entering Unmasked Estep 
Score: -35627696.000000 Penalty: 6210.128418
	Iteration 66Q: 3 clusters Score -3.56277e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 270942 members 
Entering Unmasked Estep 
Score: -35627716.000000 Penalty: 6210.128418
	Iteration 67Q: 3 clusters Score -3.562772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 270939 members 
Entering Unmasked Estep 
Score: -35627692.000000 Penalty: 6210.128418
	Iteration 68Q: 3 clusters Score -3.562769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 270945 members 
Entering Unmasked Estep 
Score: -35627732.000000 Penalty: 6210.128418
	Iteration 69Q: 3 clusters Score -3.562773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 270948 members 
Entering Unmasked Estep 
Score: -35627720.000000 Penalty: 6210.128418
	Iteration 70Q: 3 clusters Score -3.562772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 270949 members 
Entering Unmasked Estep 
Score: -35627720.000000 Penalty: 6210.128418
	Iteration 71Q: 3 clusters Score -3.562772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 270950 members 
Entering Unmasked Estep 
Score: -35627708.000000 Penalty: 6210.128418
	Iteration 72Q: 3 clusters Score -3.562771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 270951 members 
Entering Unmasked Estep 
Score: -35627720.000000 Penalty: 6210.128418
	Iteration 73Q: 3 clusters Score -3.562772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 270951 members 
Entering Unmasked Estep 
Score: -35627724.000000 Penalty: 6210.128418
	Iteration 74Q: 3 clusters Score -3.562772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 270948 members 
Entering Unmasked Estep 
Score: -35627732.000000 Penalty: 6210.128418
	Iteration 75Q: 3 clusters Score -3.562773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 270944 members 
Entering Unmasked Estep 
Score: -35627732.000000 Penalty: 6210.128418
	Iteration 76Q: 3 clusters Score -3.562773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 270938 members 
Entering Unmasked Estep 
Score: -35627728.000000 Penalty: 6210.128418
	Iteration 77Q: 3 clusters Score -3.562773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 270938 members 
Entering Unmasked Estep 
Score: -35627736.000000 Penalty: 6210.128418
	Iteration 78Q: 3 clusters Score -3.562774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 270937 members 
Entering Unmasked Estep 
Score: -35627732.000000 Penalty: 6210.128418
	Iteration 79Q: 3 clusters Score -3.562773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 270935 members 
Entering Unmasked Estep 
Score: -35627732.000000 Penalty: 6210.128418
	Iteration 80F: 3 clusters Score -3.562773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 270935 members 
Entering Unmasked Estep 
Score: -35627720.000000 Penalty: 6210.128418
	Iteration 81Q: 3 clusters Score -3.562772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 270935 members 
Entering Unmasked Estep 
Score: -35627720.000000 Penalty: 6210.128418
	Iteration 82F: 3 clusters Score -3.562772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Entering Unmasked Estep 
Score: -1662288.250000 Penalty: 2355.726318
	Iteration 0F: 2 clusters Score -1662288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1652440.250000 Penalty: 4711.452637
	Iteration 0F: 3 clusters Score -1652440 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1655572.750000 Penalty: 4711.452637
	Iteration 1F: 3 clusters Score -1655573 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1655952.125000 Penalty: 4711.452637
	Iteration 2F: 3 clusters Score -1655952 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1656290.125000 Penalty: 4711.452637
	Iteration 3F: 3 clusters Score -1656290 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1656621.750000 Penalty: 4711.452637
	Iteration 4Q: 3 clusters Score -1656622 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1656957.375000 Penalty: 4711.452637
	Iteration 5Q: 3 clusters Score -1656957 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1657262.750000 Penalty: 4711.452637
	Iteration 6Q: 3 clusters Score -1657263 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1657526.750000 Penalty: 4711.452637
	Iteration 7Q: 3 clusters Score -1657527 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1657739.875000 Penalty: 4711.452637
	Iteration 8Q: 3 clusters Score -1657740 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1657922.875000 Penalty: 4711.452637
	Iteration 9Q: 3 clusters Score -1657923 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1658082.000000 Penalty: 4711.452637
	Iteration 10Q: 3 clusters Score -1658082 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1658224.750000 Penalty: 4711.452637
	Iteration 11Q: 3 clusters Score -1658225 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1658364.875000 Penalty: 4711.452637
	Iteration 12Q: 3 clusters Score -1658365 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1658497.500000 Penalty: 4711.452637
	Iteration 13Q: 3 clusters Score -1658498 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1658607.125000 Penalty: 4711.452637
	Iteration 14Q: 3 clusters Score -1658607 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1658729.125000 Penalty: 4711.452637
	Iteration 15Q: 3 clusters Score -1658729 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1658835.250000 Penalty: 4711.452637
	Iteration 16Q: 3 clusters Score -1658835 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1658932.000000 Penalty: 4711.452637
	Iteration 17Q: 3 clusters Score -1658932 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1659040.125000 Penalty: 4711.452637
	Iteration 18Q: 3 clusters Score -1659040 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1659141.750000 Penalty: 4711.452637
	Iteration 19Q: 3 clusters Score -1659142 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1659232.375000 Penalty: 4711.452637
	Iteration 20F: 3 clusters Score -1659232 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1659318.125000 Penalty: 4711.452637
	Iteration 21Q: 3 clusters Score -1659318 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1659407.750000 Penalty: 4711.452637
	Iteration 22Q: 3 clusters Score -1659408 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1659520.250000 Penalty: 4711.452637
	Iteration 23Q: 3 clusters Score -1659520 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1659624.375000 Penalty: 4711.452637
	Iteration 24Q: 3 clusters Score -1659624 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1659731.375000 Penalty: 4711.452637
	Iteration 25Q: 3 clusters Score -1659731 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1659841.875000 Penalty: 4711.452637
	Iteration 26Q: 3 clusters Score -1659842 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1659914.250000 Penalty: 4711.452637
	Iteration 27Q: 3 clusters Score -1659914 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1660004.250000 Penalty: 4711.452637
	Iteration 28Q: 3 clusters Score -1660004 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1660087.750000 Penalty: 4711.452637
	Iteration 29Q: 3 clusters Score -1660088 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1660144.625000 Penalty: 4711.452637
	Iteration 30Q: 3 clusters Score -1660145 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1660196.750000 Penalty: 4711.452637
	Iteration 31Q: 3 clusters Score -1660197 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1660246.125000 Penalty: 4711.452637
	Iteration 32Q: 3 clusters Score -1660246 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1660285.750000 Penalty: 4711.452637
	Iteration 33Q: 3 clusters Score -1660286 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1660319.750000 Penalty: 4711.452637
	Iteration 34Q: 3 clusters Score -1660320 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1660356.375000 Penalty: 4711.452637
	Iteration 35Q: 3 clusters Score -1660356 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1660384.875000 Penalty: 4711.452637
	Iteration 36Q: 3 clusters Score -1660385 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1660411.875000 Penalty: 4711.452637
	Iteration 37Q: 3 clusters Score -1660412 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1660429.125000 Penalty: 4711.452637
	Iteration 38Q: 3 clusters Score -1660429 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1660450.000000 Penalty: 4711.452637
	Iteration 39Q: 3 clusters Score -1660450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1660467.750000 Penalty: 4711.452637
	Iteration 40F: 3 clusters Score -1660468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1660477.750000 Penalty: 4711.452637
	Iteration 41Q: 3 clusters Score -1660478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1660486.250000 Penalty: 4711.452637
	Iteration 42Q: 3 clusters Score -1660486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1660491.125000 Penalty: 4711.452637
	Iteration 43Q: 3 clusters Score -1660491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1660496.000000 Penalty: 4711.452637
	Iteration 44Q: 3 clusters Score -1660496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1660501.750000 Penalty: 4711.452637
	Iteration 45Q: 3 clusters Score -1660502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1660505.875000 Penalty: 4711.452637
	Iteration 46Q: 3 clusters Score -1660506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1660508.375000 Penalty: 4711.452637
	Iteration 47Q: 3 clusters Score -1660508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1660510.000000 Penalty: 4711.452637
	Iteration 48Q: 3 clusters Score -1660510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1660510.500000 Penalty: 4711.452637
	Iteration 49Q: 3 clusters Score -1660510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1660512.000000 Penalty: 4711.452637
	Iteration 50Q: 3 clusters Score -1660512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1660515.625000 Penalty: 4711.452637
	Iteration 51Q: 3 clusters Score -1660516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1660515.375000 Penalty: 4711.452637
	Iteration 52Q: 3 clusters Score -1660515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1660515.375000 Penalty: 4711.452637
	Iteration 53F: 3 clusters Score -1660515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -111290.960938 Penalty: 1714.853271
	Iteration 0F: 2 clusters Score -111291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -109357.453125 Penalty: 3429.706543
	Iteration 0F: 3 clusters Score -109357.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -109971.523438 Penalty: 3429.706543
	Iteration 1F: 3 clusters Score -109971.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -110350.187500 Penalty: 3429.706543
	Iteration 2F: 3 clusters Score -110350.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -110726.210938 Penalty: 3429.706543
	Iteration 3F: 3 clusters Score -110726.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -111020.640625 Penalty: 3429.706543
	Iteration 4F: 3 clusters Score -111020.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -111156.742188 Penalty: 3429.706543
	Iteration 5Q: 3 clusters Score -111156.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -111260.750000 Penalty: 3429.706543
	Iteration 6Q: 3 clusters Score -111260.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -111293.820312 Penalty: 3429.706543
	Iteration 7Q: 3 clusters Score -111293.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -111317.421875 Penalty: 3429.706543
	Iteration 8Q: 3 clusters Score -111317.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -111336.453125 Penalty: 3429.706543
	Iteration 9Q: 3 clusters Score -111336.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -111352.179688 Penalty: 3429.706543
	Iteration 10Q: 3 clusters Score -111352.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -111361.539062 Penalty: 3429.706543
	Iteration 11Q: 3 clusters Score -111361.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -111367.031250 Penalty: 3429.706543
	Iteration 12Q: 3 clusters Score -111367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -111367.031250 Penalty: 3429.706543
	Iteration 13F: 3 clusters Score -111367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 14340 members 
Mstep: Class 3 contains 6808 members 
Mstep: Class 4 contains 162061 members 
Mstep: Class 5 contains 273873 members 
Mstep: Class 6 contains 13345 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54767 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 10979 members 
Mstep: Class 13 contains 5626 members 
Mstep: Class 14 contains 36363 members 
Mstep: Class 15 contains 12779 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 45734 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13049 members 
Mstep: Class 20 contains 12190 members 
Mstep: Class 21 contains 14609 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5656 members 
Mstep: Class 24 contains 12639 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 623 members 
Entering Unmasked Estep 
Score: -90825888.000000 Penalty: 90278.039062
Splitting cluster 7 changes total score from -90827456.000000 to -90825888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -290719.937500 Penalty: 1920.223389
	Iteration 0F: 2 clusters Score -290719.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -287892.843750 Penalty: 3840.446777
	Iteration 0F: 3 clusters Score -287892.8 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -288434.625000 Penalty: 3840.446777
	Iteration 1F: 3 clusters Score -288434.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -288557.156250 Penalty: 3840.446777
	Iteration 2F: 3 clusters Score -288557.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -288630.125000 Penalty: 3840.446777
	Iteration 3Q: 3 clusters Score -288630.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -288691.562500 Penalty: 3840.446777
	Iteration 4Q: 3 clusters Score -288691.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -288738.093750 Penalty: 3840.446777
	Iteration 5Q: 3 clusters Score -288738.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -288774.093750 Penalty: 3840.446777
	Iteration 6Q: 3 clusters Score -288774.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -288802.843750 Penalty: 3840.446777
	Iteration 7Q: 3 clusters Score -288802.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -288826.437500 Penalty: 3840.446777
	Iteration 8Q: 3 clusters Score -288826.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -288839.312500 Penalty: 3840.446777
	Iteration 9Q: 3 clusters Score -288839.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -288856.531250 Penalty: 3840.446777
	Iteration 10Q: 3 clusters Score -288856.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -288868.312500 Penalty: 3840.446777
	Iteration 11Q: 3 clusters Score -288868.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -288875.843750 Penalty: 3840.446777
	Iteration 12Q: 3 clusters Score -288875.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -288882.562500 Penalty: 3840.446777
	Iteration 13Q: 3 clusters Score -288882.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -288889.281250 Penalty: 3840.446777
	Iteration 14Q: 3 clusters Score -288889.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -288897.218750 Penalty: 3840.446777
	Iteration 15Q: 3 clusters Score -288897.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -288904.031250 Penalty: 3840.446777
	Iteration 16Q: 3 clusters Score -288904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -288915.625000 Penalty: 3840.446777
	Iteration 17Q: 3 clusters Score -288915.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -288933.375000 Penalty: 3840.446777
	Iteration 18Q: 3 clusters Score -288933.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -288949.593750 Penalty: 3840.446777
	Iteration 19Q: 3 clusters Score -288949.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -288958.343750 Penalty: 3840.446777
	Iteration 20F: 3 clusters Score -288958.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -288963.968750 Penalty: 3840.446777
	Iteration 21Q: 3 clusters Score -288964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -288969.593750 Penalty: 3840.446777
	Iteration 22Q: 3 clusters Score -288969.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -288976.781250 Penalty: 3840.446777
	Iteration 23Q: 3 clusters Score -288976.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -288981.375000 Penalty: 3840.446777
	Iteration 24Q: 3 clusters Score -288981.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -288986.031250 Penalty: 3840.446777
	Iteration 25Q: 3 clusters Score -288986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -288991.718750 Penalty: 3840.446777
	Iteration 26Q: 3 clusters Score -288991.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -288994.250000 Penalty: 3840.446777
	Iteration 27Q: 3 clusters Score -288994.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -288998.250000 Penalty: 3840.446777
	Iteration 28Q: 3 clusters Score -288998.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -289002.500000 Penalty: 3840.446777
	Iteration 29Q: 3 clusters Score -289002.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -289008.875000 Penalty: 3840.446777
	Iteration 30Q: 3 clusters Score -289008.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -289013.625000 Penalty: 3840.446777
	Iteration 31Q: 3 clusters Score -289013.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -289019.125000 Penalty: 3840.446777
	Iteration 32Q: 3 clusters Score -289019.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -289020.781250 Penalty: 3840.446777
	Iteration 33Q: 3 clusters Score -289020.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -289024.031250 Penalty: 3840.446777
	Iteration 34Q: 3 clusters Score -289024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -289025.906250 Penalty: 3840.446777
	Iteration 35Q: 3 clusters Score -289025.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -289027.187500 Penalty: 3840.446777
	Iteration 36Q: 3 clusters Score -289027.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -289028.625000 Penalty: 3840.446777
	Iteration 37Q: 3 clusters Score -289028.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -289029.468750 Penalty: 3840.446777
	Iteration 38Q: 3 clusters Score -289029.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -289029.812500 Penalty: 3840.446777
	Iteration 39Q: 3 clusters Score -289029.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -289030.156250 Penalty: 3840.446777
	Iteration 40F: 3 clusters Score -289030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -289029.781250 Penalty: 3840.446777
	Iteration 41Q: 3 clusters Score -289029.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -289030.500000 Penalty: 3840.446777
	Iteration 42Q: 3 clusters Score -289030.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -289030.500000 Penalty: 3840.446777
	Iteration 43F: 3 clusters Score -289030.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -289919.687500 Penalty: 1918.928833
	Iteration 0F: 2 clusters Score -289919.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -287085.406250 Penalty: 3837.857666
	Iteration 0F: 3 clusters Score -287085.4 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -287576.218750 Penalty: 3837.857666
	Iteration 1F: 3 clusters Score -287576.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -287733.500000 Penalty: 3837.857666
	Iteration 2F: 3 clusters Score -287733.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -287827.187500 Penalty: 3837.857666
	Iteration 3F: 3 clusters Score -287827.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -287887.437500 Penalty: 3837.857666
	Iteration 4Q: 3 clusters Score -287887.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -287932.625000 Penalty: 3837.857666
	Iteration 5Q: 3 clusters Score -287932.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -287967.250000 Penalty: 3837.857666
	Iteration 6Q: 3 clusters Score -287967.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -287989.843750 Penalty: 3837.857666
	Iteration 7Q: 3 clusters Score -287989.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -288001.218750 Penalty: 3837.857666
	Iteration 8Q: 3 clusters Score -288001.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -288012.343750 Penalty: 3837.857666
	Iteration 9Q: 3 clusters Score -288012.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -288018.625000 Penalty: 3837.857666
	Iteration 10Q: 3 clusters Score -288018.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -288024.281250 Penalty: 3837.857666
	Iteration 11Q: 3 clusters Score -288024.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -288028.156250 Penalty: 3837.857666
	Iteration 12Q: 3 clusters Score -288028.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -288034.843750 Penalty: 3837.857666
	Iteration 13Q: 3 clusters Score -288034.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -288040.312500 Penalty: 3837.857666
	Iteration 14Q: 3 clusters Score -288040.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -288046.875000 Penalty: 3837.857666
	Iteration 15Q: 3 clusters Score -288046.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -288048.500000 Penalty: 3837.857666
	Iteration 16Q: 3 clusters Score -288048.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -288052.312500 Penalty: 3837.857666
	Iteration 17Q: 3 clusters Score -288052.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -288055.000000 Penalty: 3837.857666
	Iteration 18Q: 3 clusters Score -288055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -288058.500000 Penalty: 3837.857666
	Iteration 19Q: 3 clusters Score -288058.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -288060.000000 Penalty: 3837.857666
	Iteration 20F: 3 clusters Score -288060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -288062.656250 Penalty: 3837.857666
	Iteration 21Q: 3 clusters Score -288062.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -288064.000000 Penalty: 3837.857666
	Iteration 22Q: 3 clusters Score -288064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -288064.593750 Penalty: 3837.857666
	Iteration 23Q: 3 clusters Score -288064.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -288065.750000 Penalty: 3837.857666
	Iteration 24Q: 3 clusters Score -288065.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -288066.281250 Penalty: 3837.857666
	Iteration 25Q: 3 clusters Score -288066.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -288067.468750 Penalty: 3837.857666
	Iteration 26Q: 3 clusters Score -288067.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -288068.531250 Penalty: 3837.857666
	Iteration 27Q: 3 clusters Score -288068.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -288068.531250 Penalty: 3837.857666
	Iteration 28F: 3 clusters Score -288068.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Entering Unmasked Estep 
Score: -6995722.500000 Penalty: 2705.889160
	Iteration 0F: 2 clusters Score -6995722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -6958912.500000 Penalty: 5411.778320
	Iteration 0F: 3 clusters Score -6958912 nChanged 25367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -6972673.000000 Penalty: 5411.778320
	Iteration 1F: 3 clusters Score -6972673 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -6973216.000000 Penalty: 5411.778320
	Iteration 2Q: 3 clusters Score -6973216 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -6973694.500000 Penalty: 5411.778320
	Iteration 3Q: 3 clusters Score -6973694 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -6974099.000000 Penalty: 5411.778320
	Iteration 4Q: 3 clusters Score -6974099 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -6974510.000000 Penalty: 5411.778320
	Iteration 5Q: 3 clusters Score -6974510 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -6974873.500000 Penalty: 5411.778320
	Iteration 6Q: 3 clusters Score -6974874 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -6975325.500000 Penalty: 5411.778320
	Iteration 7Q: 3 clusters Score -6975326 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -6975861.500000 Penalty: 5411.778320
	Iteration 8Q: 3 clusters Score -6975862 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -6976630.000000 Penalty: 5411.778320
	Iteration 9Q: 3 clusters Score -6976630 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -6977742.000000 Penalty: 5411.778320
	Iteration 10Q: 3 clusters Score -6977742 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -6978993.000000 Penalty: 5411.778320
	Iteration 11Q: 3 clusters Score -6978993 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -6980440.500000 Penalty: 5411.778320
	Iteration 12F: 3 clusters Score -6980440 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -6981776.000000 Penalty: 5411.778320
	Iteration 13F: 3 clusters Score -6981776 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -6982777.500000 Penalty: 5411.778320
	Iteration 14Q: 3 clusters Score -6982778 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -6983421.000000 Penalty: 5411.778320
	Iteration 15Q: 3 clusters Score -6983421 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -6983842.500000 Penalty: 5411.778320
	Iteration 16Q: 3 clusters Score -6983842 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -6984240.000000 Penalty: 5411.778320
	Iteration 17Q: 3 clusters Score -6984240 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -6984552.000000 Penalty: 5411.778320
	Iteration 18Q: 3 clusters Score -6984552 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -6984895.000000 Penalty: 5411.778320
	Iteration 19Q: 3 clusters Score -6984895 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -6985374.500000 Penalty: 5411.778320
	Iteration 20F: 3 clusters Score -6985374 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -6986363.000000 Penalty: 5411.778320
	Iteration 21Q: 3 clusters Score -6986363 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -6989069.500000 Penalty: 5411.778320
	Iteration 22Q: 3 clusters Score -6989070 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -6990535.500000 Penalty: 5411.778320
	Iteration 23Q: 3 clusters Score -6990536 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -6990909.500000 Penalty: 5411.778320
	Iteration 24Q: 3 clusters Score -6990910 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -6991243.500000 Penalty: 5411.778320
	Iteration 25Q: 3 clusters Score -6991244 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -6991496.000000 Penalty: 5411.778320
	Iteration 26Q: 3 clusters Score -6991496 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -6991707.000000 Penalty: 5411.778320
	Iteration 27Q: 3 clusters Score -6991707 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -6991889.500000 Penalty: 5411.778320
	Iteration 28Q: 3 clusters Score -6991890 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -6991994.000000 Penalty: 5411.778320
	Iteration 29Q: 3 clusters Score -6991994 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -6992100.500000 Penalty: 5411.778320
	Iteration 30Q: 3 clusters Score -6992100 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -6992194.000000 Penalty: 5411.778320
	Iteration 31Q: 3 clusters Score -6992194 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -6992277.500000 Penalty: 5411.778320
	Iteration 32Q: 3 clusters Score -6992278 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -6992372.500000 Penalty: 5411.778320
	Iteration 33Q: 3 clusters Score -6992372 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -6992425.000000 Penalty: 5411.778320
	Iteration 34Q: 3 clusters Score -6992425 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -6992447.000000 Penalty: 5411.778320
	Iteration 35Q: 3 clusters Score -6992447 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -6992482.000000 Penalty: 5411.778320
	Iteration 36Q: 3 clusters Score -6992482 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -6992554.000000 Penalty: 5411.778320
	Iteration 37Q: 3 clusters Score -6992554 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -6992579.500000 Penalty: 5411.778320
	Iteration 38Q: 3 clusters Score -6992580 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -6992622.500000 Penalty: 5411.778320
	Iteration 39Q: 3 clusters Score -6992622 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -6992654.500000 Penalty: 5411.778320
	Iteration 40F: 3 clusters Score -6992654 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -6992677.500000 Penalty: 5411.778320
	Iteration 41Q: 3 clusters Score -6992678 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -6992722.500000 Penalty: 5411.778320
	Iteration 42Q: 3 clusters Score -6992722 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -6992724.500000 Penalty: 5411.778320
	Iteration 43Q: 3 clusters Score -6992724 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -6992746.500000 Penalty: 5411.778320
	Iteration 44Q: 3 clusters Score -6992746 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -6992778.500000 Penalty: 5411.778320
	Iteration 45Q: 3 clusters Score -6992778 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -6992791.000000 Penalty: 5411.778320
	Iteration 46Q: 3 clusters Score -6992791 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -6992792.000000 Penalty: 5411.778320
	Iteration 47Q: 3 clusters Score -6992792 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -6992794.500000 Penalty: 5411.778320
	Iteration 48Q: 3 clusters Score -6992794 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -6992822.000000 Penalty: 5411.778320
	Iteration 49Q: 3 clusters Score -6992822 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -6992852.500000 Penalty: 5411.778320
	Iteration 50Q: 3 clusters Score -6992852 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -6992850.000000 Penalty: 5411.778320
	Iteration 51Q: 3 clusters Score -6992850 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -6992877.000000 Penalty: 5411.778320
	Iteration 52Q: 3 clusters Score -6992877 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -6992911.500000 Penalty: 5411.778320
	Iteration 53Q: 3 clusters Score -6992912 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -6992942.000000 Penalty: 5411.778320
	Iteration 54Q: 3 clusters Score -6992942 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50402 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -6992950.500000 Penalty: 5411.778320
	Iteration 55Q: 3 clusters Score -6992950 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -6992968.500000 Penalty: 5411.778320
	Iteration 56Q: 3 clusters Score -6992968 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -6992989.000000 Penalty: 5411.778320
	Iteration 57Q: 3 clusters Score -6992989 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -6992988.000000 Penalty: 5411.778320
	Iteration 58Q: 3 clusters Score -6992988 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -6993000.000000 Penalty: 5411.778320
	Iteration 59Q: 3 clusters Score -6993000 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -6993016.000000 Penalty: 5411.778320
	Iteration 60F: 3 clusters Score -6993016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -6993030.500000 Penalty: 5411.778320
	Iteration 61Q: 3 clusters Score -6993030 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -6993038.000000 Penalty: 5411.778320
	Iteration 62Q: 3 clusters Score -6993038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -6993056.500000 Penalty: 5411.778320
	Iteration 63Q: 3 clusters Score -6993056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -6993053.000000 Penalty: 5411.778320
	Iteration 64Q: 3 clusters Score -6993053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -6993061.500000 Penalty: 5411.778320
	Iteration 65Q: 3 clusters Score -6993062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -6993071.000000 Penalty: 5411.778320
	Iteration 66Q: 3 clusters Score -6993071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -6993068.500000 Penalty: 5411.778320
	Iteration 67Q: 3 clusters Score -6993068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -6993079.500000 Penalty: 5411.778320
	Iteration 68Q: 3 clusters Score -6993080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -6993073.500000 Penalty: 5411.778320
	Iteration 69Q: 3 clusters Score -6993074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -6993070.500000 Penalty: 5411.778320
	Iteration 70Q: 3 clusters Score -6993070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -6993077.000000 Penalty: 5411.778320
	Iteration 71Q: 3 clusters Score -6993077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -6993095.000000 Penalty: 5411.778320
	Iteration 72Q: 3 clusters Score -6993095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -6993081.500000 Penalty: 5411.778320
	Iteration 73Q: 3 clusters Score -6993082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -6993087.000000 Penalty: 5411.778320
	Iteration 74Q: 3 clusters Score -6993087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -6993080.500000 Penalty: 5411.778320
	Iteration 75Q: 3 clusters Score -6993080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -6993093.500000 Penalty: 5411.778320
	Iteration 76Q: 3 clusters Score -6993094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -6993103.500000 Penalty: 5411.778320
	Iteration 77Q: 3 clusters Score -6993104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -6993111.000000 Penalty: 5411.778320
	Iteration 78Q: 3 clusters Score -6993111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -6993113.500000 Penalty: 5411.778320
	Iteration 79Q: 3 clusters Score -6993114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -6993114.500000 Penalty: 5411.778320
	Iteration 80F: 3 clusters Score -6993114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -6993121.500000 Penalty: 5411.778320
	Iteration 81Q: 3 clusters Score -6993122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -6993113.000000 Penalty: 5411.778320
	Iteration 82Q: 3 clusters Score -6993113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -6993112.500000 Penalty: 5411.778320
	Iteration 83Q: 3 clusters Score -6993112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -6993115.500000 Penalty: 5411.778320
	Iteration 84Q: 3 clusters Score -6993116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -6993118.500000 Penalty: 5411.778320
	Iteration 85Q: 3 clusters Score -6993118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -6993112.000000 Penalty: 5411.778320
	Iteration 86Q: 3 clusters Score -6993112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -6993114.500000 Penalty: 5411.778320
	Iteration 87Q: 3 clusters Score -6993114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51303 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -6993111.500000 Penalty: 5411.778320
	Iteration 88Q: 3 clusters Score -6993112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -6993119.500000 Penalty: 5411.778320
	Iteration 89Q: 3 clusters Score -6993120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -6993122.500000 Penalty: 5411.778320
	Iteration 90Q: 3 clusters Score -6993122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -6993116.500000 Penalty: 5411.778320
	Iteration 91Q: 3 clusters Score -6993116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -6993118.500000 Penalty: 5411.778320
	Iteration 92Q: 3 clusters Score -6993118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -6993118.500000 Penalty: 5411.778320
	Iteration 93Q: 3 clusters Score -6993118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -6993118.500000 Penalty: 5411.778320
	Iteration 94F: 3 clusters Score -6993118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Entering Unmasked Estep 
Score: -785055.000000 Penalty: 2158.428467
	Iteration 0F: 2 clusters Score -785055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -779876.375000 Penalty: 4316.856934
	Iteration 0F: 3 clusters Score -779876.4 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -781130.687500 Penalty: 4316.856934
	Iteration 1F: 3 clusters Score -781130.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -781380.937500 Penalty: 4316.856934
	Iteration 2F: 3 clusters Score -781380.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -781529.187500 Penalty: 4316.856934
	Iteration 3F: 3 clusters Score -781529.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -781617.812500 Penalty: 4316.856934
	Iteration 4Q: 3 clusters Score -781617.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -781682.500000 Penalty: 4316.856934
	Iteration 5Q: 3 clusters Score -781682.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -781743.250000 Penalty: 4316.856934
	Iteration 6Q: 3 clusters Score -781743.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -781787.437500 Penalty: 4316.856934
	Iteration 7Q: 3 clusters Score -781787.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -781823.500000 Penalty: 4316.856934
	Iteration 8Q: 3 clusters Score -781823.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -781846.625000 Penalty: 4316.856934
	Iteration 9Q: 3 clusters Score -781846.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -781865.500000 Penalty: 4316.856934
	Iteration 10Q: 3 clusters Score -781865.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -781885.625000 Penalty: 4316.856934
	Iteration 11Q: 3 clusters Score -781885.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -781907.125000 Penalty: 4316.856934
	Iteration 12Q: 3 clusters Score -781907.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -781940.375000 Penalty: 4316.856934
	Iteration 13Q: 3 clusters Score -781940.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -781975.937500 Penalty: 4316.856934
	Iteration 14Q: 3 clusters Score -781975.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -782006.562500 Penalty: 4316.856934
	Iteration 15Q: 3 clusters Score -782006.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -782046.437500 Penalty: 4316.856934
	Iteration 16Q: 3 clusters Score -782046.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -782092.250000 Penalty: 4316.856934
	Iteration 17Q: 3 clusters Score -782092.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -782138.875000 Penalty: 4316.856934
	Iteration 18Q: 3 clusters Score -782138.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -782197.562500 Penalty: 4316.856934
	Iteration 19Q: 3 clusters Score -782197.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -782264.375000 Penalty: 4316.856934
	Iteration 20F: 3 clusters Score -782264.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -782343.500000 Penalty: 4316.856934
	Iteration 21Q: 3 clusters Score -782343.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -782434.062500 Penalty: 4316.856934
	Iteration 22Q: 3 clusters Score -782434.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -782529.625000 Penalty: 4316.856934
	Iteration 23Q: 3 clusters Score -782529.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -782614.625000 Penalty: 4316.856934
	Iteration 24Q: 3 clusters Score -782614.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -782709.937500 Penalty: 4316.856934
	Iteration 25Q: 3 clusters Score -782709.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -782785.562500 Penalty: 4316.856934
	Iteration 26Q: 3 clusters Score -782785.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -782864.500000 Penalty: 4316.856934
	Iteration 27Q: 3 clusters Score -782864.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -782942.625000 Penalty: 4316.856934
	Iteration 28Q: 3 clusters Score -782942.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -782996.125000 Penalty: 4316.856934
	Iteration 29Q: 3 clusters Score -782996.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -783032.250000 Penalty: 4316.856934
	Iteration 30Q: 3 clusters Score -783032.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -783050.000000 Penalty: 4316.856934
	Iteration 31Q: 3 clusters Score -783050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -783061.187500 Penalty: 4316.856934
	Iteration 32Q: 3 clusters Score -783061.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -783081.875000 Penalty: 4316.856934
	Iteration 33Q: 3 clusters Score -783081.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -783099.750000 Penalty: 4316.856934
	Iteration 34Q: 3 clusters Score -783099.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -783114.312500 Penalty: 4316.856934
	Iteration 35Q: 3 clusters Score -783114.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -783116.750000 Penalty: 4316.856934
	Iteration 36Q: 3 clusters Score -783116.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -783119.687500 Penalty: 4316.856934
	Iteration 37Q: 3 clusters Score -783119.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -783120.687500 Penalty: 4316.856934
	Iteration 38Q: 3 clusters Score -783120.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -783122.500000 Penalty: 4316.856934
	Iteration 39Q: 3 clusters Score -783122.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -783124.687500 Penalty: 4316.856934
	Iteration 40F: 3 clusters Score -783124.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -783124.625000 Penalty: 4316.856934
	Iteration 41Q: 3 clusters Score -783124.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -783125.062500 Penalty: 4316.856934
	Iteration 42Q: 3 clusters Score -783125.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -783127.687500 Penalty: 4316.856934
	Iteration 43Q: 3 clusters Score -783127.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -783128.000000 Penalty: 4316.856934
	Iteration 44Q: 3 clusters Score -783128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -783128.000000 Penalty: 4316.856934
	Iteration 45F: 3 clusters Score -783128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Entering Unmasked Estep 
Score: -1378986.000000 Penalty: 2307.327393
	Iteration 0F: 2 clusters Score -1378986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1370710.875000 Penalty: 4614.654785
	Iteration 0F: 3 clusters Score -1370711 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1373210.000000 Penalty: 4614.654785
	Iteration 1F: 3 clusters Score -1373210 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1373555.625000 Penalty: 4614.654785
	Iteration 2F: 3 clusters Score -1373556 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1373830.375000 Penalty: 4614.654785
	Iteration 3F: 3 clusters Score -1373830 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1374080.000000 Penalty: 4614.654785
	Iteration 4Q: 3 clusters Score -1374080 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1374303.750000 Penalty: 4614.654785
	Iteration 5Q: 3 clusters Score -1374304 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1374470.125000 Penalty: 4614.654785
	Iteration 6Q: 3 clusters Score -1374470 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1374607.000000 Penalty: 4614.654785
	Iteration 7Q: 3 clusters Score -1374607 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1374728.000000 Penalty: 4614.654785
	Iteration 8Q: 3 clusters Score -1374728 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1374840.750000 Penalty: 4614.654785
	Iteration 9Q: 3 clusters Score -1374841 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1374943.625000 Penalty: 4614.654785
	Iteration 10Q: 3 clusters Score -1374944 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1375021.000000 Penalty: 4614.654785
	Iteration 11Q: 3 clusters Score -1375021 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1375095.375000 Penalty: 4614.654785
	Iteration 12Q: 3 clusters Score -1375095 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1375179.375000 Penalty: 4614.654785
	Iteration 13Q: 3 clusters Score -1375179 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1375265.375000 Penalty: 4614.654785
	Iteration 14Q: 3 clusters Score -1375265 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1375339.375000 Penalty: 4614.654785
	Iteration 15Q: 3 clusters Score -1375339 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1375413.125000 Penalty: 4614.654785
	Iteration 16Q: 3 clusters Score -1375413 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1375483.750000 Penalty: 4614.654785
	Iteration 17Q: 3 clusters Score -1375484 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1375562.125000 Penalty: 4614.654785
	Iteration 18Q: 3 clusters Score -1375562 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1375640.375000 Penalty: 4614.654785
	Iteration 19Q: 3 clusters Score -1375640 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1375715.625000 Penalty: 4614.654785
	Iteration 20F: 3 clusters Score -1375716 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1375794.250000 Penalty: 4614.654785
	Iteration 21Q: 3 clusters Score -1375794 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1375883.625000 Penalty: 4614.654785
	Iteration 22Q: 3 clusters Score -1375884 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1375954.750000 Penalty: 4614.654785
	Iteration 23Q: 3 clusters Score -1375955 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1376030.875000 Penalty: 4614.654785
	Iteration 24Q: 3 clusters Score -1376031 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1376120.125000 Penalty: 4614.654785
	Iteration 25Q: 3 clusters Score -1376120 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1376206.000000 Penalty: 4614.654785
	Iteration 26Q: 3 clusters Score -1376206 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1376309.750000 Penalty: 4614.654785
	Iteration 27Q: 3 clusters Score -1376310 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1376397.625000 Penalty: 4614.654785
	Iteration 28Q: 3 clusters Score -1376398 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1376480.750000 Penalty: 4614.654785
	Iteration 29Q: 3 clusters Score -1376481 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1376548.625000 Penalty: 4614.654785
	Iteration 30Q: 3 clusters Score -1376549 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1376623.000000 Penalty: 4614.654785
	Iteration 31Q: 3 clusters Score -1376623 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1376687.625000 Penalty: 4614.654785
	Iteration 32Q: 3 clusters Score -1376688 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1376731.625000 Penalty: 4614.654785
	Iteration 33Q: 3 clusters Score -1376732 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1376773.875000 Penalty: 4614.654785
	Iteration 34Q: 3 clusters Score -1376774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1376806.500000 Penalty: 4614.654785
	Iteration 35Q: 3 clusters Score -1376806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1376834.750000 Penalty: 4614.654785
	Iteration 36Q: 3 clusters Score -1376835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1376863.500000 Penalty: 4614.654785
	Iteration 37Q: 3 clusters Score -1376864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1376882.375000 Penalty: 4614.654785
	Iteration 38Q: 3 clusters Score -1376882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1376901.125000 Penalty: 4614.654785
	Iteration 39Q: 3 clusters Score -1376901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1376916.375000 Penalty: 4614.654785
	Iteration 40F: 3 clusters Score -1376916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1376930.000000 Penalty: 4614.654785
	Iteration 41Q: 3 clusters Score -1376930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1376937.000000 Penalty: 4614.654785
	Iteration 42Q: 3 clusters Score -1376937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1376946.500000 Penalty: 4614.654785
	Iteration 43Q: 3 clusters Score -1376946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1376952.500000 Penalty: 4614.654785
	Iteration 44Q: 3 clusters Score -1376952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1376959.125000 Penalty: 4614.654785
	Iteration 45Q: 3 clusters Score -1376959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1376960.625000 Penalty: 4614.654785
	Iteration 46Q: 3 clusters Score -1376961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1376963.375000 Penalty: 4614.654785
	Iteration 47Q: 3 clusters Score -1376963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1376964.625000 Penalty: 4614.654785
	Iteration 48Q: 3 clusters Score -1376965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1376963.750000 Penalty: 4614.654785
	Iteration 49Q: 3 clusters Score -1376964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1376964.375000 Penalty: 4614.654785
	Iteration 50Q: 3 clusters Score -1376964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1376964.750000 Penalty: 4614.654785
	Iteration 51Q: 3 clusters Score -1376965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1376964.750000 Penalty: 4614.654785
	Iteration 52F: 3 clusters Score -1376965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Entering Unmasked Estep 
Score: -736722.187500 Penalty: 2141.518066
	Iteration 0F: 2 clusters Score -736722.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -731815.937500 Penalty: 4283.036133
	Iteration 0F: 3 clusters Score -731815.9 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -733008.062500 Penalty: 4283.036133
	Iteration 1F: 3 clusters Score -733008.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -733219.375000 Penalty: 4283.036133
	Iteration 2F: 3 clusters Score -733219.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -733350.375000 Penalty: 4283.036133
	Iteration 3Q: 3 clusters Score -733350.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -733438.500000 Penalty: 4283.036133
	Iteration 4Q: 3 clusters Score -733438.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -733498.875000 Penalty: 4283.036133
	Iteration 5Q: 3 clusters Score -733498.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -733541.937500 Penalty: 4283.036133
	Iteration 6Q: 3 clusters Score -733541.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -733581.437500 Penalty: 4283.036133
	Iteration 7Q: 3 clusters Score -733581.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -733607.750000 Penalty: 4283.036133
	Iteration 8Q: 3 clusters Score -733607.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -733628.437500 Penalty: 4283.036133
	Iteration 9Q: 3 clusters Score -733628.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -733647.750000 Penalty: 4283.036133
	Iteration 10Q: 3 clusters Score -733647.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -733662.375000 Penalty: 4283.036133
	Iteration 11Q: 3 clusters Score -733662.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -733679.625000 Penalty: 4283.036133
	Iteration 12Q: 3 clusters Score -733679.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -733694.000000 Penalty: 4283.036133
	Iteration 13Q: 3 clusters Score -733694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -733708.312500 Penalty: 4283.036133
	Iteration 14Q: 3 clusters Score -733708.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -733722.500000 Penalty: 4283.036133
	Iteration 15Q: 3 clusters Score -733722.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -733734.125000 Penalty: 4283.036133
	Iteration 16Q: 3 clusters Score -733734.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -733744.750000 Penalty: 4283.036133
	Iteration 17Q: 3 clusters Score -733744.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -733756.187500 Penalty: 4283.036133
	Iteration 18Q: 3 clusters Score -733756.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -733760.375000 Penalty: 4283.036133
	Iteration 19Q: 3 clusters Score -733760.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -733766.312500 Penalty: 4283.036133
	Iteration 20F: 3 clusters Score -733766.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -733776.375000 Penalty: 4283.036133
	Iteration 21Q: 3 clusters Score -733776.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -733781.437500 Penalty: 4283.036133
	Iteration 22Q: 3 clusters Score -733781.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -733785.875000 Penalty: 4283.036133
	Iteration 23Q: 3 clusters Score -733785.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -733792.375000 Penalty: 4283.036133
	Iteration 24Q: 3 clusters Score -733792.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -733801.312500 Penalty: 4283.036133
	Iteration 25Q: 3 clusters Score -733801.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -733805.500000 Penalty: 4283.036133
	Iteration 26Q: 3 clusters Score -733805.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -733812.750000 Penalty: 4283.036133
	Iteration 27Q: 3 clusters Score -733812.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -733825.375000 Penalty: 4283.036133
	Iteration 28Q: 3 clusters Score -733825.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -733837.937500 Penalty: 4283.036133
	Iteration 29Q: 3 clusters Score -733837.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -733850.937500 Penalty: 4283.036133
	Iteration 30Q: 3 clusters Score -733850.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -733865.562500 Penalty: 4283.036133
	Iteration 31Q: 3 clusters Score -733865.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -733886.937500 Penalty: 4283.036133
	Iteration 32Q: 3 clusters Score -733886.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -733908.250000 Penalty: 4283.036133
	Iteration 33Q: 3 clusters Score -733908.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -733932.500000 Penalty: 4283.036133
	Iteration 34Q: 3 clusters Score -733932.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -733958.875000 Penalty: 4283.036133
	Iteration 35Q: 3 clusters Score -733958.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -733989.125000 Penalty: 4283.036133
	Iteration 36Q: 3 clusters Score -733989.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -734021.500000 Penalty: 4283.036133
	Iteration 37Q: 3 clusters Score -734021.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -734044.750000 Penalty: 4283.036133
	Iteration 38Q: 3 clusters Score -734044.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -734074.500000 Penalty: 4283.036133
	Iteration 39Q: 3 clusters Score -734074.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -734107.562500 Penalty: 4283.036133
	Iteration 40F: 3 clusters Score -734107.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -734145.312500 Penalty: 4283.036133
	Iteration 41Q: 3 clusters Score -734145.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -734197.500000 Penalty: 4283.036133
	Iteration 42Q: 3 clusters Score -734197.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -734253.000000 Penalty: 4283.036133
	Iteration 43Q: 3 clusters Score -734253 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -734306.062500 Penalty: 4283.036133
	Iteration 44Q: 3 clusters Score -734306.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -734358.750000 Penalty: 4283.036133
	Iteration 45Q: 3 clusters Score -734358.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -734408.750000 Penalty: 4283.036133
	Iteration 46Q: 3 clusters Score -734408.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -734464.687500 Penalty: 4283.036133
	Iteration 47Q: 3 clusters Score -734464.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -734515.500000 Penalty: 4283.036133
	Iteration 48Q: 3 clusters Score -734515.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -734558.625000 Penalty: 4283.036133
	Iteration 49Q: 3 clusters Score -734558.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -734605.062500 Penalty: 4283.036133
	Iteration 50Q: 3 clusters Score -734605.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -734648.937500 Penalty: 4283.036133
	Iteration 51Q: 3 clusters Score -734648.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -734682.687500 Penalty: 4283.036133
	Iteration 52Q: 3 clusters Score -734682.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -734709.562500 Penalty: 4283.036133
	Iteration 53Q: 3 clusters Score -734709.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -734735.125000 Penalty: 4283.036133
	Iteration 54Q: 3 clusters Score -734735.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -734755.875000 Penalty: 4283.036133
	Iteration 55Q: 3 clusters Score -734755.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -734775.000000 Penalty: 4283.036133
	Iteration 56Q: 3 clusters Score -734775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -734786.687500 Penalty: 4283.036133
	Iteration 57Q: 3 clusters Score -734786.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -734804.500000 Penalty: 4283.036133
	Iteration 58Q: 3 clusters Score -734804.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -734818.250000 Penalty: 4283.036133
	Iteration 59Q: 3 clusters Score -734818.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -734828.625000 Penalty: 4283.036133
	Iteration 60F: 3 clusters Score -734828.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -734838.437500 Penalty: 4283.036133
	Iteration 61Q: 3 clusters Score -734838.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -734840.437500 Penalty: 4283.036133
	Iteration 62Q: 3 clusters Score -734840.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -734845.000000 Penalty: 4283.036133
	Iteration 63Q: 3 clusters Score -734845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -734848.125000 Penalty: 4283.036133
	Iteration 64Q: 3 clusters Score -734848.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -734849.812500 Penalty: 4283.036133
	Iteration 65Q: 3 clusters Score -734849.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -734849.812500 Penalty: 4283.036133
	Iteration 66F: 3 clusters Score -734849.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Entering Unmasked Estep 
Score: -4754267.500000 Penalty: 2604.324219
	Iteration 0F: 2 clusters Score -4754268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -4729393.000000 Penalty: 5208.648438
	Iteration 0F: 3 clusters Score -4729393 nChanged 16650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -4738467.500000 Penalty: 5208.648438
	Iteration 1F: 3 clusters Score -4738468 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -4738976.000000 Penalty: 5208.648438
	Iteration 2Q: 3 clusters Score -4738976 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -4739529.500000 Penalty: 5208.648438
	Iteration 3Q: 3 clusters Score -4739530 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -4740168.500000 Penalty: 5208.648438
	Iteration 4Q: 3 clusters Score -4740168 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -4741050.500000 Penalty: 5208.648438
	Iteration 5Q: 3 clusters Score -4741050 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -4742369.000000 Penalty: 5208.648438
	Iteration 6F: 3 clusters Score -4742369 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -4744316.000000 Penalty: 5208.648438
	Iteration 7F: 3 clusters Score -4744316 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -4746762.500000 Penalty: 5208.648438
	Iteration 8F: 3 clusters Score -4746762 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -4749061.500000 Penalty: 5208.648438
	Iteration 9F: 3 clusters Score -4749062 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -4750628.000000 Penalty: 5208.648438
	Iteration 10Q: 3 clusters Score -4750628 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -4751391.000000 Penalty: 5208.648438
	Iteration 11Q: 3 clusters Score -4751391 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -4751730.500000 Penalty: 5208.648438
	Iteration 12Q: 3 clusters Score -4751730 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -4751857.000000 Penalty: 5208.648438
	Iteration 13Q: 3 clusters Score -4751857 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -4751938.500000 Penalty: 5208.648438
	Iteration 14Q: 3 clusters Score -4751938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -4751977.500000 Penalty: 5208.648438
	Iteration 15Q: 3 clusters Score -4751978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -4752004.000000 Penalty: 5208.648438
	Iteration 16Q: 3 clusters Score -4752004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -4752014.500000 Penalty: 5208.648438
	Iteration 17Q: 3 clusters Score -4752014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -4752025.000000 Penalty: 5208.648438
	Iteration 18Q: 3 clusters Score -4752025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -4752029.000000 Penalty: 5208.648438
	Iteration 19Q: 3 clusters Score -4752029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -4752039.000000 Penalty: 5208.648438
	Iteration 20F: 3 clusters Score -4752039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -4752041.000000 Penalty: 5208.648438
	Iteration 21Q: 3 clusters Score -4752041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -4752042.000000 Penalty: 5208.648438
	Iteration 22Q: 3 clusters Score -4752042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -4752044.000000 Penalty: 5208.648438
	Iteration 23Q: 3 clusters Score -4752044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -4752047.500000 Penalty: 5208.648438
	Iteration 24Q: 3 clusters Score -4752048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -4752047.000000 Penalty: 5208.648438
	Iteration 25Q: 3 clusters Score -4752047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -4752048.000000 Penalty: 5208.648438
	Iteration 26Q: 3 clusters Score -4752048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -4752048.000000 Penalty: 5208.648438
	Iteration 27F: 3 clusters Score -4752048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Entering Unmasked Estep 
Score: -1677796.000000 Penalty: 2344.978516
	Iteration 0F: 2 clusters Score -1677796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1668337.000000 Penalty: 4689.957031
	Iteration 0F: 3 clusters Score -1668337 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1671296.625000 Penalty: 4689.957031
	Iteration 1F: 3 clusters Score -1671297 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1671644.250000 Penalty: 4689.957031
	Iteration 2F: 3 clusters Score -1671644 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1671898.875000 Penalty: 4689.957031
	Iteration 3Q: 3 clusters Score -1671899 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1672120.125000 Penalty: 4689.957031
	Iteration 4Q: 3 clusters Score -1672120 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1672303.875000 Penalty: 4689.957031
	Iteration 5Q: 3 clusters Score -1672304 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1672488.750000 Penalty: 4689.957031
	Iteration 6Q: 3 clusters Score -1672489 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1672712.250000 Penalty: 4689.957031
	Iteration 7Q: 3 clusters Score -1672712 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1672975.125000 Penalty: 4689.957031
	Iteration 8Q: 3 clusters Score -1672975 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1673237.375000 Penalty: 4689.957031
	Iteration 9Q: 3 clusters Score -1673237 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1673500.750000 Penalty: 4689.957031
	Iteration 10Q: 3 clusters Score -1673501 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1673749.375000 Penalty: 4689.957031
	Iteration 11Q: 3 clusters Score -1673749 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1673986.875000 Penalty: 4689.957031
	Iteration 12Q: 3 clusters Score -1673987 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1674238.125000 Penalty: 4689.957031
	Iteration 13Q: 3 clusters Score -1674238 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1674519.750000 Penalty: 4689.957031
	Iteration 14Q: 3 clusters Score -1674520 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1674791.250000 Penalty: 4689.957031
	Iteration 15Q: 3 clusters Score -1674791 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1674991.375000 Penalty: 4689.957031
	Iteration 16Q: 3 clusters Score -1674991 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1675141.500000 Penalty: 4689.957031
	Iteration 17Q: 3 clusters Score -1675142 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1675250.625000 Penalty: 4689.957031
	Iteration 18Q: 3 clusters Score -1675251 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1675321.500000 Penalty: 4689.957031
	Iteration 19Q: 3 clusters Score -1675322 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1675378.000000 Penalty: 4689.957031
	Iteration 20F: 3 clusters Score -1675378 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1675426.625000 Penalty: 4689.957031
	Iteration 21Q: 3 clusters Score -1675427 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1675481.000000 Penalty: 4689.957031
	Iteration 22Q: 3 clusters Score -1675481 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1675520.125000 Penalty: 4689.957031
	Iteration 23Q: 3 clusters Score -1675520 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1675545.125000 Penalty: 4689.957031
	Iteration 24Q: 3 clusters Score -1675545 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1675570.125000 Penalty: 4689.957031
	Iteration 25Q: 3 clusters Score -1675570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1675590.000000 Penalty: 4689.957031
	Iteration 26Q: 3 clusters Score -1675590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1675610.750000 Penalty: 4689.957031
	Iteration 27Q: 3 clusters Score -1675611 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1675623.250000 Penalty: 4689.957031
	Iteration 28Q: 3 clusters Score -1675623 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1675637.250000 Penalty: 4689.957031
	Iteration 29Q: 3 clusters Score -1675637 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1675651.500000 Penalty: 4689.957031
	Iteration 30Q: 3 clusters Score -1675652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1675660.000000 Penalty: 4689.957031
	Iteration 31Q: 3 clusters Score -1675660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1675674.125000 Penalty: 4689.957031
	Iteration 32Q: 3 clusters Score -1675674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1675681.750000 Penalty: 4689.957031
	Iteration 33Q: 3 clusters Score -1675682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1675685.750000 Penalty: 4689.957031
	Iteration 34Q: 3 clusters Score -1675686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1675698.250000 Penalty: 4689.957031
	Iteration 35Q: 3 clusters Score -1675698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1675704.625000 Penalty: 4689.957031
	Iteration 36Q: 3 clusters Score -1675705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1675709.625000 Penalty: 4689.957031
	Iteration 37Q: 3 clusters Score -1675710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1675716.875000 Penalty: 4689.957031
	Iteration 38Q: 3 clusters Score -1675717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1675723.125000 Penalty: 4689.957031
	Iteration 39Q: 3 clusters Score -1675723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1675734.750000 Penalty: 4689.957031
	Iteration 40F: 3 clusters Score -1675735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1675740.875000 Penalty: 4689.957031
	Iteration 41Q: 3 clusters Score -1675741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1675747.125000 Penalty: 4689.957031
	Iteration 42Q: 3 clusters Score -1675747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1675751.375000 Penalty: 4689.957031
	Iteration 43Q: 3 clusters Score -1675751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1675763.000000 Penalty: 4689.957031
	Iteration 44Q: 3 clusters Score -1675763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1675770.250000 Penalty: 4689.957031
	Iteration 45Q: 3 clusters Score -1675770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1675772.375000 Penalty: 4689.957031
	Iteration 46Q: 3 clusters Score -1675772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1675775.375000 Penalty: 4689.957031
	Iteration 47Q: 3 clusters Score -1675775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1675777.875000 Penalty: 4689.957031
	Iteration 48Q: 3 clusters Score -1675778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1675779.625000 Penalty: 4689.957031
	Iteration 49Q: 3 clusters Score -1675780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1675781.000000 Penalty: 4689.957031
	Iteration 50Q: 3 clusters Score -1675781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1675779.500000 Penalty: 4689.957031
	Iteration 51Q: 3 clusters Score -1675780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1675785.500000 Penalty: 4689.957031
	Iteration 52Q: 3 clusters Score -1675786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1675794.500000 Penalty: 4689.957031
	Iteration 53Q: 3 clusters Score -1675794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1675803.375000 Penalty: 4689.957031
	Iteration 54Q: 3 clusters Score -1675803 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1675811.875000 Penalty: 4689.957031
	Iteration 55Q: 3 clusters Score -1675812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1675816.750000 Penalty: 4689.957031
	Iteration 56Q: 3 clusters Score -1675817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1675820.250000 Penalty: 4689.957031
	Iteration 57Q: 3 clusters Score -1675820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1675831.000000 Penalty: 4689.957031
	Iteration 58Q: 3 clusters Score -1675831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1675830.125000 Penalty: 4689.957031
	Iteration 59Q: 3 clusters Score -1675830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1675830.750000 Penalty: 4689.957031
	Iteration 60F: 3 clusters Score -1675831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1675839.000000 Penalty: 4689.957031
	Iteration 61Q: 3 clusters Score -1675839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1675840.250000 Penalty: 4689.957031
	Iteration 62Q: 3 clusters Score -1675840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1675840.750000 Penalty: 4689.957031
	Iteration 63Q: 3 clusters Score -1675841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1675841.875000 Penalty: 4689.957031
	Iteration 64Q: 3 clusters Score -1675842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1675841.625000 Penalty: 4689.957031
	Iteration 65Q: 3 clusters Score -1675842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1675842.750000 Penalty: 4689.957031
	Iteration 66Q: 3 clusters Score -1675843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1675843.500000 Penalty: 4689.957031
	Iteration 67Q: 3 clusters Score -1675844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1675845.000000 Penalty: 4689.957031
	Iteration 68Q: 3 clusters Score -1675845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1675848.375000 Penalty: 4689.957031
	Iteration 69Q: 3 clusters Score -1675848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1675845.875000 Penalty: 4689.957031
	Iteration 70Q: 3 clusters Score -1675846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1675849.000000 Penalty: 4689.957031
	Iteration 71Q: 3 clusters Score -1675849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1675852.625000 Penalty: 4689.957031
	Iteration 72Q: 3 clusters Score -1675853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1675854.375000 Penalty: 4689.957031
	Iteration 73Q: 3 clusters Score -1675854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1675853.875000 Penalty: 4689.957031
	Iteration 74Q: 3 clusters Score -1675854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1675856.250000 Penalty: 4689.957031
	Iteration 75Q: 3 clusters Score -1675856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1675855.500000 Penalty: 4689.957031
	Iteration 76Q: 3 clusters Score -1675856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1675860.625000 Penalty: 4689.957031
	Iteration 77Q: 3 clusters Score -1675861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1675865.500000 Penalty: 4689.957031
	Iteration 78Q: 3 clusters Score -1675866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1675863.250000 Penalty: 4689.957031
	Iteration 79Q: 3 clusters Score -1675863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1675865.375000 Penalty: 4689.957031
	Iteration 80F: 3 clusters Score -1675865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1675864.625000 Penalty: 4689.957031
	Iteration 81Q: 3 clusters Score -1675865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1675866.625000 Penalty: 4689.957031
	Iteration 82Q: 3 clusters Score -1675867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1675869.375000 Penalty: 4689.957031
	Iteration 83Q: 3 clusters Score -1675869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1675870.625000 Penalty: 4689.957031
	Iteration 84Q: 3 clusters Score -1675871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1675867.250000 Penalty: 4689.957031
	Iteration 85Q: 3 clusters Score -1675867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1675867.250000 Penalty: 4689.957031
	Iteration 86F: 3 clusters Score -1675867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -57418.054688 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -57418.05 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 222 members 
Entering Unmasked Estep 
Score: -55925.984375 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -55925.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56041.039062 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -56041.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56086.339844 Penalty: 3054.911377
	Iteration 2Q: 3 clusters Score -56086.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56108.601562 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -56108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56115.375000 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -56115.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56119.851562 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -56119.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56124.121094 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -56124.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56125.910156 Penalty: 3054.911377
	Iteration 7Q: 3 clusters Score -56125.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56125.910156 Penalty: 3054.911377
	Iteration 8F: 3 clusters Score -56125.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Entering Unmasked Estep 
Score: -5762466.000000 Penalty: 2661.188232
	Iteration 0F: 2 clusters Score -5762466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -5731488.500000 Penalty: 5322.376465
	Iteration 0F: 3 clusters Score -5731488 nChanged 21219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -5743286.000000 Penalty: 5322.376465
	Iteration 1F: 3 clusters Score -5743286 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -5743856.500000 Penalty: 5322.376465
	Iteration 2Q: 3 clusters Score -5743856 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -5744354.000000 Penalty: 5322.376465
	Iteration 3Q: 3 clusters Score -5744354 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -5744995.500000 Penalty: 5322.376465
	Iteration 4Q: 3 clusters Score -5744996 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -5745861.500000 Penalty: 5322.376465
	Iteration 5Q: 3 clusters Score -5745862 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -5747100.500000 Penalty: 5322.376465
	Iteration 6F: 3 clusters Score -5747100 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -5749176.000000 Penalty: 5322.376465
	Iteration 7F: 3 clusters Score -5749176 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -5752120.500000 Penalty: 5322.376465
	Iteration 8F: 3 clusters Score -5752120 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -5755317.500000 Penalty: 5322.376465
	Iteration 9F: 3 clusters Score -5755318 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5757708.000000 Penalty: 5322.376465
	Iteration 10F: 3 clusters Score -5757708 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5759020.000000 Penalty: 5322.376465
	Iteration 11Q: 3 clusters Score -5759020 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5759642.000000 Penalty: 5322.376465
	Iteration 12Q: 3 clusters Score -5759642 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5759924.500000 Penalty: 5322.376465
	Iteration 13Q: 3 clusters Score -5759924 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5760044.500000 Penalty: 5322.376465
	Iteration 14Q: 3 clusters Score -5760044 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5760125.000000 Penalty: 5322.376465
	Iteration 15Q: 3 clusters Score -5760125 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5760152.500000 Penalty: 5322.376465
	Iteration 16Q: 3 clusters Score -5760152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5760172.500000 Penalty: 5322.376465
	Iteration 17Q: 3 clusters Score -5760172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5760184.500000 Penalty: 5322.376465
	Iteration 18Q: 3 clusters Score -5760184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5760206.500000 Penalty: 5322.376465
	Iteration 19Q: 3 clusters Score -5760206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5760221.500000 Penalty: 5322.376465
	Iteration 20F: 3 clusters Score -5760222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5760232.500000 Penalty: 5322.376465
	Iteration 21Q: 3 clusters Score -5760232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5760234.500000 Penalty: 5322.376465
	Iteration 22Q: 3 clusters Score -5760234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5760248.000000 Penalty: 5322.376465
	Iteration 23Q: 3 clusters Score -5760248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5760263.000000 Penalty: 5322.376465
	Iteration 24Q: 3 clusters Score -5760263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5760258.000000 Penalty: 5322.376465
	Iteration 25Q: 3 clusters Score -5760258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5760264.500000 Penalty: 5322.376465
	Iteration 26Q: 3 clusters Score -5760264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5760268.500000 Penalty: 5322.376465
	Iteration 27Q: 3 clusters Score -5760268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5760266.500000 Penalty: 5322.376465
	Iteration 28Q: 3 clusters Score -5760266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5760273.000000 Penalty: 5322.376465
	Iteration 29Q: 3 clusters Score -5760273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5760272.000000 Penalty: 5322.376465
	Iteration 30Q: 3 clusters Score -5760272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5760276.000000 Penalty: 5322.376465
	Iteration 31Q: 3 clusters Score -5760276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5760276.000000 Penalty: 5322.376465
	Iteration 32F: 3 clusters Score -5760276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -103913.218750 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -103913.2 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 479 members 
Entering Unmasked Estep 
Score: -102053.289062 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -102053.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -102426.140625 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -102426.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -102576.234375 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -102576.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -102717.367188 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -102717.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102857.390625 Penalty: 3385.966553
	Iteration 4F: 3 clusters Score -102857.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -102986.937500 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -102986.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -103111.695312 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -103111.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -103187.406250 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -103187.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -103242.234375 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -103242.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -103322.054688 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -103322.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -103435.304688 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -103435.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -103525.914062 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -103525.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -103560.625000 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -103560.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -103593.320312 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -103593.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -103604.500000 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -103604.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -103613.007812 Penalty: 3385.966553
	Iteration 15Q: 3 clusters Score -103613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103615.562500 Penalty: 3385.966553
	Iteration 16Q: 3 clusters Score -103615.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103627.648438 Penalty: 3385.966553
	Iteration 17Q: 3 clusters Score -103627.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -103644.171875 Penalty: 3385.966553
	Iteration 18Q: 3 clusters Score -103644.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -103660.867188 Penalty: 3385.966553
	Iteration 19Q: 3 clusters Score -103660.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -103692.390625 Penalty: 3385.966553
	Iteration 20F: 3 clusters Score -103692.4 nChanged 7
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: -103747.820312 Penalty: 3385.966553
	Iteration 21Q: 3 clusters Score -103747.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -103798.890625 Penalty: 3385.966553
	Iteration 22Q: 3 clusters Score -103798.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -103878.789062 Penalty: 3385.966553
	Iteration 23Q: 3 clusters Score -103878.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -103904.882812 Penalty: 3385.966553
	Iteration 24Q: 3 clusters Score -103904.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -103907.609375 Penalty: 3385.966553
	Iteration 25Q: 3 clusters Score -103907.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -103912.562500 Penalty: 3385.966553
	Iteration 26Q: 3 clusters Score -103912.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -103919.781250 Penalty: 3385.966553
	Iteration 27Q: 3 clusters Score -103919.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -103933.664062 Penalty: 3385.966553
	Iteration 28Q: 3 clusters Score -103933.7 nChanged 5
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: -103945.484375 Penalty: 3385.966553
	Iteration 29Q: 3 clusters Score -103945.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -103954.046875 Penalty: 3385.966553
	Iteration 30Q: 3 clusters Score -103954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -103958.046875 Penalty: 3385.966553
	Iteration 31Q: 3 clusters Score -103958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -103959.359375 Penalty: 3385.966553
	Iteration 32Q: 3 clusters Score -103959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103962.148438 Penalty: 3385.966553
	Iteration 33Q: 3 clusters Score -103962.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103962.148438 Penalty: 3385.966553
	Iteration 34F: 3 clusters Score -103962.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 14340 members 
Mstep: Class 3 contains 6808 members 
Mstep: Class 4 contains 162061 members 
Mstep: Class 5 contains 273873 members 
Mstep: Class 6 contains 13345 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54767 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 10979 members 
Mstep: Class 13 contains 5626 members 
Mstep: Class 14 contains 36363 members 
Mstep: Class 15 contains 12779 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 45734 members 
Mstep: Class 18 contains 496 members 
Mstep: Class 19 contains 13049 members 
Mstep: Class 20 contains 12190 members 
Mstep: Class 21 contains 14609 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5656 members 
Mstep: Class 24 contains 12639 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 426 members 
Entering Unmasked Estep 
Score: -90825872.000000 Penalty: 90278.039062
Splitting cluster 18 changes total score from -90827456.000000 to -90825872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (13049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Entering Unmasked Estep 
Score: -1728356.125000 Penalty: 2350.163818
	Iteration 0F: 2 clusters Score -1728356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1718781.250000 Penalty: 4700.327637
	Iteration 0F: 3 clusters Score -1718781 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1721594.000000 Penalty: 4700.327637
	Iteration 1F: 3 clusters Score -1721594 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1721931.750000 Penalty: 4700.327637
	Iteration 2F: 3 clusters Score -1721932 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1722179.125000 Penalty: 4700.327637
	Iteration 3Q: 3 clusters Score -1722179 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1722386.375000 Penalty: 4700.327637
	Iteration 4Q: 3 clusters Score -1722386 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1722653.625000 Penalty: 4700.327637
	Iteration 5Q: 3 clusters Score -1722654 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1722979.750000 Penalty: 4700.327637
	Iteration 6Q: 3 clusters Score -1722980 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1723354.125000 Penalty: 4700.327637
	Iteration 7Q: 3 clusters Score -1723354 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1723809.500000 Penalty: 4700.327637
	Iteration 8F: 3 clusters Score -1723810 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1724375.500000 Penalty: 4700.327637
	Iteration 9F: 3 clusters Score -1724376 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1724895.500000 Penalty: 4700.327637
	Iteration 10Q: 3 clusters Score -1724896 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1725380.875000 Penalty: 4700.327637
	Iteration 11Q: 3 clusters Score -1725381 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1725715.875000 Penalty: 4700.327637
	Iteration 12Q: 3 clusters Score -1725716 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1725898.625000 Penalty: 4700.327637
	Iteration 13Q: 3 clusters Score -1725899 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1726029.125000 Penalty: 4700.327637
	Iteration 14Q: 3 clusters Score -1726029 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1726106.250000 Penalty: 4700.327637
	Iteration 15Q: 3 clusters Score -1726106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1726156.000000 Penalty: 4700.327637
	Iteration 16Q: 3 clusters Score -1726156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1726174.625000 Penalty: 4700.327637
	Iteration 17Q: 3 clusters Score -1726175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1726194.500000 Penalty: 4700.327637
	Iteration 18Q: 3 clusters Score -1726194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1726214.500000 Penalty: 4700.327637
	Iteration 19Q: 3 clusters Score -1726214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1726230.625000 Penalty: 4700.327637
	Iteration 20F: 3 clusters Score -1726231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1726244.750000 Penalty: 4700.327637
	Iteration 21Q: 3 clusters Score -1726245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1726254.375000 Penalty: 4700.327637
	Iteration 22Q: 3 clusters Score -1726254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1726267.500000 Penalty: 4700.327637
	Iteration 23Q: 3 clusters Score -1726268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1726271.250000 Penalty: 4700.327637
	Iteration 24Q: 3 clusters Score -1726271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1726280.500000 Penalty: 4700.327637
	Iteration 25Q: 3 clusters Score -1726280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1726285.000000 Penalty: 4700.327637
	Iteration 26Q: 3 clusters Score -1726285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1726287.750000 Penalty: 4700.327637
	Iteration 27Q: 3 clusters Score -1726288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1726287.750000 Penalty: 4700.327637
	Iteration 28F: 3 clusters Score -1726288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Entering Unmasked Estep 
Score: -1458795.000000 Penalty: 2333.275879
	Iteration 0F: 2 clusters Score -1458795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1449732.375000 Penalty: 4666.551758
	Iteration 0F: 3 clusters Score -1449732 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1452483.875000 Penalty: 4666.551758
	Iteration 1F: 3 clusters Score -1452484 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1452911.625000 Penalty: 4666.551758
	Iteration 2F: 3 clusters Score -1452912 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1453299.250000 Penalty: 4666.551758
	Iteration 3F: 3 clusters Score -1453299 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1453661.250000 Penalty: 4666.551758
	Iteration 4F: 3 clusters Score -1453661 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1453984.625000 Penalty: 4666.551758
	Iteration 5F: 3 clusters Score -1453985 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1454284.750000 Penalty: 4666.551758
	Iteration 6Q: 3 clusters Score -1454285 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1454626.500000 Penalty: 4666.551758
	Iteration 7Q: 3 clusters Score -1454626 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1454996.375000 Penalty: 4666.551758
	Iteration 8Q: 3 clusters Score -1454996 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1455353.625000 Penalty: 4666.551758
	Iteration 9Q: 3 clusters Score -1455354 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1455667.250000 Penalty: 4666.551758
	Iteration 10Q: 3 clusters Score -1455667 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1455909.625000 Penalty: 4666.551758
	Iteration 11Q: 3 clusters Score -1455910 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1456098.000000 Penalty: 4666.551758
	Iteration 12Q: 3 clusters Score -1456098 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1456269.250000 Penalty: 4666.551758
	Iteration 13Q: 3 clusters Score -1456269 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1456410.125000 Penalty: 4666.551758
	Iteration 14Q: 3 clusters Score -1456410 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1456510.125000 Penalty: 4666.551758
	Iteration 15Q: 3 clusters Score -1456510 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1456577.500000 Penalty: 4666.551758
	Iteration 16Q: 3 clusters Score -1456578 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1456646.375000 Penalty: 4666.551758
	Iteration 17Q: 3 clusters Score -1456646 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1456711.000000 Penalty: 4666.551758
	Iteration 18Q: 3 clusters Score -1456711 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1456764.750000 Penalty: 4666.551758
	Iteration 19Q: 3 clusters Score -1456765 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1456802.625000 Penalty: 4666.551758
	Iteration 20F: 3 clusters Score -1456803 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1456834.125000 Penalty: 4666.551758
	Iteration 21Q: 3 clusters Score -1456834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1456853.125000 Penalty: 4666.551758
	Iteration 22Q: 3 clusters Score -1456853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1456863.625000 Penalty: 4666.551758
	Iteration 23Q: 3 clusters Score -1456864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1456870.875000 Penalty: 4666.551758
	Iteration 24Q: 3 clusters Score -1456871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1456881.125000 Penalty: 4666.551758
	Iteration 25Q: 3 clusters Score -1456881 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1456894.250000 Penalty: 4666.551758
	Iteration 26Q: 3 clusters Score -1456894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1456900.625000 Penalty: 4666.551758
	Iteration 27Q: 3 clusters Score -1456901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1456905.500000 Penalty: 4666.551758
	Iteration 28Q: 3 clusters Score -1456906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1456911.375000 Penalty: 4666.551758
	Iteration 29Q: 3 clusters Score -1456911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1456911.375000 Penalty: 4666.551758
	Iteration 30Q: 3 clusters Score -1456911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1456917.875000 Penalty: 4666.551758
	Iteration 31Q: 3 clusters Score -1456918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1456922.125000 Penalty: 4666.551758
	Iteration 32Q: 3 clusters Score -1456922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1456923.375000 Penalty: 4666.551758
	Iteration 33Q: 3 clusters Score -1456923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1456920.500000 Penalty: 4666.551758
	Iteration 34Q: 3 clusters Score -1456920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1456924.250000 Penalty: 4666.551758
	Iteration 35Q: 3 clusters Score -1456924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1456924.625000 Penalty: 4666.551758
	Iteration 36Q: 3 clusters Score -1456925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1456924.000000 Penalty: 4666.551758
	Iteration 37Q: 3 clusters Score -1456924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1456925.500000 Penalty: 4666.551758
	Iteration 38Q: 3 clusters Score -1456926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1456927.625000 Penalty: 4666.551758
	Iteration 39Q: 3 clusters Score -1456928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1456927.625000 Penalty: 4666.551758
	Iteration 40F: 3 clusters Score -1456928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Entering Unmasked Estep 
Score: -1877354.875000 Penalty: 2378.169434
	Iteration 0F: 2 clusters Score -1877355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1866730.125000 Penalty: 4756.338867
	Iteration 0F: 3 clusters Score -1866730 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1869948.500000 Penalty: 4756.338867
	Iteration 1F: 3 clusters Score -1869948 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1870328.000000 Penalty: 4756.338867
	Iteration 2F: 3 clusters Score -1870328 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1870706.500000 Penalty: 4756.338867
	Iteration 3F: 3 clusters Score -1870706 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1871124.875000 Penalty: 4756.338867
	Iteration 4F: 3 clusters Score -1871125 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1871532.250000 Penalty: 4756.338867
	Iteration 5F: 3 clusters Score -1871532 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1872005.625000 Penalty: 4756.338867
	Iteration 6F: 3 clusters Score -1872006 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1872562.750000 Penalty: 4756.338867
	Iteration 7F: 3 clusters Score -1872563 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1873195.000000 Penalty: 4756.338867
	Iteration 8F: 3 clusters Score -1873195 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1873768.750000 Penalty: 4756.338867
	Iteration 9F: 3 clusters Score -1873769 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1874267.375000 Penalty: 4756.338867
	Iteration 10Q: 3 clusters Score -1874267 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1874627.375000 Penalty: 4756.338867
	Iteration 11Q: 3 clusters Score -1874627 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1874862.125000 Penalty: 4756.338867
	Iteration 12Q: 3 clusters Score -1874862 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1875033.000000 Penalty: 4756.338867
	Iteration 13Q: 3 clusters Score -1875033 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1875138.625000 Penalty: 4756.338867
	Iteration 14Q: 3 clusters Score -1875139 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1875208.250000 Penalty: 4756.338867
	Iteration 15Q: 3 clusters Score -1875208 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1875265.625000 Penalty: 4756.338867
	Iteration 16Q: 3 clusters Score -1875266 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1875319.250000 Penalty: 4756.338867
	Iteration 17Q: 3 clusters Score -1875319 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1875358.500000 Penalty: 4756.338867
	Iteration 18Q: 3 clusters Score -1875358 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1875402.375000 Penalty: 4756.338867
	Iteration 19Q: 3 clusters Score -1875402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1875426.125000 Penalty: 4756.338867
	Iteration 20F: 3 clusters Score -1875426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1875441.375000 Penalty: 4756.338867
	Iteration 21Q: 3 clusters Score -1875441 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1875448.875000 Penalty: 4756.338867
	Iteration 22Q: 3 clusters Score -1875449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1875459.875000 Penalty: 4756.338867
	Iteration 23Q: 3 clusters Score -1875460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1875473.500000 Penalty: 4756.338867
	Iteration 24Q: 3 clusters Score -1875474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1875482.500000 Penalty: 4756.338867
	Iteration 25Q: 3 clusters Score -1875482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1875494.750000 Penalty: 4756.338867
	Iteration 26Q: 3 clusters Score -1875495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1875500.250000 Penalty: 4756.338867
	Iteration 27Q: 3 clusters Score -1875500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1875508.750000 Penalty: 4756.338867
	Iteration 28Q: 3 clusters Score -1875509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1875519.500000 Penalty: 4756.338867
	Iteration 29Q: 3 clusters Score -1875520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1875520.875000 Penalty: 4756.338867
	Iteration 30Q: 3 clusters Score -1875521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1875532.875000 Penalty: 4756.338867
	Iteration 31Q: 3 clusters Score -1875533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -1875542.000000 Penalty: 4756.338867
	Iteration 32Q: 3 clusters Score -1875542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1875548.500000 Penalty: 4756.338867
	Iteration 33Q: 3 clusters Score -1875548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1875552.500000 Penalty: 4756.338867
	Iteration 34Q: 3 clusters Score -1875552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1875557.000000 Penalty: 4756.338867
	Iteration 35Q: 3 clusters Score -1875557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1875565.375000 Penalty: 4756.338867
	Iteration 36Q: 3 clusters Score -1875565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1875571.250000 Penalty: 4756.338867
	Iteration 37Q: 3 clusters Score -1875571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -1875576.625000 Penalty: 4756.338867
	Iteration 38Q: 3 clusters Score -1875577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1875577.000000 Penalty: 4756.338867
	Iteration 39Q: 3 clusters Score -1875577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1875577.125000 Penalty: 4756.338867
	Iteration 40F: 3 clusters Score -1875577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1875579.750000 Penalty: 4756.338867
	Iteration 41Q: 3 clusters Score -1875580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1875581.250000 Penalty: 4756.338867
	Iteration 42Q: 3 clusters Score -1875581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1875581.250000 Penalty: 4756.338867
	Iteration 43F: 3 clusters Score -1875581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -43961.332031 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43961.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42555.476562 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -42555.48 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42727.171875 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -42727.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42817.535156 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -42817.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42880.867188 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -42880.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42935.113281 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -42935.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42955.066406 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -42955.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42962.683594 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -42962.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42984.339844 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -42984.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43028.222656 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -43028.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43100.863281 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -43100.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43149.347656 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -43149.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43197.648438 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -43197.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43234.757812 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -43234.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43264.988281 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -43264.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43278.140625 Penalty: 2993.598877
	Iteration 14Q: 3 clusters Score -43278.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43293.382812 Penalty: 2993.598877
	Iteration 15Q: 3 clusters Score -43293.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43303.128906 Penalty: 2993.598877
	Iteration 16Q: 3 clusters Score -43303.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43313.917969 Penalty: 2993.598877
	Iteration 17Q: 3 clusters Score -43313.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43329.078125 Penalty: 2993.598877
	Iteration 18Q: 3 clusters Score -43329.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43342.937500 Penalty: 2993.598877
	Iteration 19Q: 3 clusters Score -43342.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43347.589844 Penalty: 2993.598877
	Iteration 20F: 3 clusters Score -43347.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Entering Unmasked Estep 
Score: -709029.875000 Penalty: 2142.837158
	Iteration 0F: 2 clusters Score -709029.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -704079.937500 Penalty: 4285.674316
	Iteration 0F: 3 clusters Score -704079.9 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -705312.750000 Penalty: 4285.674316
	Iteration 1F: 3 clusters Score -705312.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -705623.750000 Penalty: 4285.674316
	Iteration 2F: 3 clusters Score -705623.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -705907.812500 Penalty: 4285.674316
	Iteration 3F: 3 clusters Score -705907.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -706176.000000 Penalty: 4285.674316
	Iteration 4F: 3 clusters Score -706176 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -706406.500000 Penalty: 4285.674316
	Iteration 5F: 3 clusters Score -706406.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -706613.062500 Penalty: 4285.674316
	Iteration 6F: 3 clusters Score -706613.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -706799.062500 Penalty: 4285.674316
	Iteration 7Q: 3 clusters Score -706799.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -706970.687500 Penalty: 4285.674316
	Iteration 8Q: 3 clusters Score -706970.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -707138.937500 Penalty: 4285.674316
	Iteration 9Q: 3 clusters Score -707138.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -707249.687500 Penalty: 4285.674316
	Iteration 10Q: 3 clusters Score -707249.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -707345.500000 Penalty: 4285.674316
	Iteration 11Q: 3 clusters Score -707345.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -707416.625000 Penalty: 4285.674316
	Iteration 12Q: 3 clusters Score -707416.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -707469.375000 Penalty: 4285.674316
	Iteration 13Q: 3 clusters Score -707469.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -707512.250000 Penalty: 4285.674316
	Iteration 14Q: 3 clusters Score -707512.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -707555.375000 Penalty: 4285.674316
	Iteration 15Q: 3 clusters Score -707555.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -707585.625000 Penalty: 4285.674316
	Iteration 16Q: 3 clusters Score -707585.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -707608.750000 Penalty: 4285.674316
	Iteration 17Q: 3 clusters Score -707608.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -707624.875000 Penalty: 4285.674316
	Iteration 18Q: 3 clusters Score -707624.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -707639.125000 Penalty: 4285.674316
	Iteration 19Q: 3 clusters Score -707639.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -707647.500000 Penalty: 4285.674316
	Iteration 20F: 3 clusters Score -707647.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -707657.062500 Penalty: 4285.674316
	Iteration 21Q: 3 clusters Score -707657.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -707664.750000 Penalty: 4285.674316
	Iteration 22Q: 3 clusters Score -707664.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -707676.375000 Penalty: 4285.674316
	Iteration 23Q: 3 clusters Score -707676.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -707680.437500 Penalty: 4285.674316
	Iteration 24Q: 3 clusters Score -707680.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -707681.562500 Penalty: 4285.674316
	Iteration 25Q: 3 clusters Score -707681.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -707682.312500 Penalty: 4285.674316
	Iteration 26Q: 3 clusters Score -707682.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -707684.500000 Penalty: 4285.674316
	Iteration 27Q: 3 clusters Score -707684.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -707684.625000 Penalty: 4285.674316
	Iteration 28Q: 3 clusters Score -707684.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -707687.625000 Penalty: 4285.674316
	Iteration 29Q: 3 clusters Score -707687.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -707695.062500 Penalty: 4285.674316
	Iteration 30Q: 3 clusters Score -707695.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -707700.062500 Penalty: 4285.674316
	Iteration 31Q: 3 clusters Score -707700.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -707702.812500 Penalty: 4285.674316
	Iteration 32Q: 3 clusters Score -707702.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -707707.562500 Penalty: 4285.674316
	Iteration 33Q: 3 clusters Score -707707.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -707707.812500 Penalty: 4285.674316
	Iteration 34Q: 3 clusters Score -707707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -707709.937500 Penalty: 4285.674316
	Iteration 35Q: 3 clusters Score -707709.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -707714.937500 Penalty: 4285.674316
	Iteration 36Q: 3 clusters Score -707714.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -707720.062500 Penalty: 4285.674316
	Iteration 37Q: 3 clusters Score -707720.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -707727.750000 Penalty: 4285.674316
	Iteration 38Q: 3 clusters Score -707727.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -707730.250000 Penalty: 4285.674316
	Iteration 39Q: 3 clusters Score -707730.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -707733.937500 Penalty: 4285.674316
	Iteration 40F: 3 clusters Score -707733.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -707735.562500 Penalty: 4285.674316
	Iteration 41Q: 3 clusters Score -707735.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -707736.500000 Penalty: 4285.674316
	Iteration 42Q: 3 clusters Score -707736.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -707738.000000 Penalty: 4285.674316
	Iteration 43Q: 3 clusters Score -707738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -707739.937500 Penalty: 4285.674316
	Iteration 44Q: 3 clusters Score -707739.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -707741.937500 Penalty: 4285.674316
	Iteration 45Q: 3 clusters Score -707741.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -707745.500000 Penalty: 4285.674316
	Iteration 46Q: 3 clusters Score -707745.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -707747.062500 Penalty: 4285.674316
	Iteration 47Q: 3 clusters Score -707747.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -707748.937500 Penalty: 4285.674316
	Iteration 48Q: 3 clusters Score -707748.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -707749.937500 Penalty: 4285.674316
	Iteration 49Q: 3 clusters Score -707749.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -707751.750000 Penalty: 4285.674316
	Iteration 50Q: 3 clusters Score -707751.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -707755.062500 Penalty: 4285.674316
	Iteration 51Q: 3 clusters Score -707755.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -707757.187500 Penalty: 4285.674316
	Iteration 52Q: 3 clusters Score -707757.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -707762.187500 Penalty: 4285.674316
	Iteration 53Q: 3 clusters Score -707762.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -707766.375000 Penalty: 4285.674316
	Iteration 54Q: 3 clusters Score -707766.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -707766.562500 Penalty: 4285.674316
	Iteration 55Q: 3 clusters Score -707766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -707768.437500 Penalty: 4285.674316
	Iteration 56Q: 3 clusters Score -707768.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -707770.750000 Penalty: 4285.674316
	Iteration 57Q: 3 clusters Score -707770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -707771.312500 Penalty: 4285.674316
	Iteration 58Q: 3 clusters Score -707771.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -707772.312500 Penalty: 4285.674316
	Iteration 59Q: 3 clusters Score -707772.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -707772.812500 Penalty: 4285.674316
	Iteration 60F: 3 clusters Score -707772.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Entering Unmasked Estep 
Score: -1623116.750000 Penalty: 2342.246582
	Iteration 0F: 2 clusters Score -1623117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1613687.500000 Penalty: 4684.493164
	Iteration 0F: 3 clusters Score -1613688 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1616587.125000 Penalty: 4684.493164
	Iteration 1F: 3 clusters Score -1616587 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1616926.875000 Penalty: 4684.493164
	Iteration 2F: 3 clusters Score -1616927 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1617192.500000 Penalty: 4684.493164
	Iteration 3F: 3 clusters Score -1617192 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1617379.750000 Penalty: 4684.493164
	Iteration 4Q: 3 clusters Score -1617380 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1617549.375000 Penalty: 4684.493164
	Iteration 5Q: 3 clusters Score -1617549 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1617718.250000 Penalty: 4684.493164
	Iteration 6Q: 3 clusters Score -1617718 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1617895.625000 Penalty: 4684.493164
	Iteration 7Q: 3 clusters Score -1617896 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1618075.625000 Penalty: 4684.493164
	Iteration 8Q: 3 clusters Score -1618076 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1618259.750000 Penalty: 4684.493164
	Iteration 9Q: 3 clusters Score -1618260 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1618494.500000 Penalty: 4684.493164
	Iteration 10Q: 3 clusters Score -1618494 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1618775.625000 Penalty: 4684.493164
	Iteration 11Q: 3 clusters Score -1618776 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1619127.750000 Penalty: 4684.493164
	Iteration 12Q: 3 clusters Score -1619128 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1619492.500000 Penalty: 4684.493164
	Iteration 13Q: 3 clusters Score -1619492 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1619858.125000 Penalty: 4684.493164
	Iteration 14Q: 3 clusters Score -1619858 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1620185.250000 Penalty: 4684.493164
	Iteration 15Q: 3 clusters Score -1620185 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1620462.875000 Penalty: 4684.493164
	Iteration 16Q: 3 clusters Score -1620463 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1620651.125000 Penalty: 4684.493164
	Iteration 17Q: 3 clusters Score -1620651 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1620779.125000 Penalty: 4684.493164
	Iteration 18Q: 3 clusters Score -1620779 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1620885.875000 Penalty: 4684.493164
	Iteration 19Q: 3 clusters Score -1620886 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1620959.750000 Penalty: 4684.493164
	Iteration 20F: 3 clusters Score -1620960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1621009.750000 Penalty: 4684.493164
	Iteration 21Q: 3 clusters Score -1621010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1621040.750000 Penalty: 4684.493164
	Iteration 22Q: 3 clusters Score -1621041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1621068.500000 Penalty: 4684.493164
	Iteration 23Q: 3 clusters Score -1621068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1621079.875000 Penalty: 4684.493164
	Iteration 24Q: 3 clusters Score -1621080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1621095.000000 Penalty: 4684.493164
	Iteration 25Q: 3 clusters Score -1621095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1621105.500000 Penalty: 4684.493164
	Iteration 26Q: 3 clusters Score -1621106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1621117.125000 Penalty: 4684.493164
	Iteration 27Q: 3 clusters Score -1621117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1621125.750000 Penalty: 4684.493164
	Iteration 28Q: 3 clusters Score -1621126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1621143.750000 Penalty: 4684.493164
	Iteration 29Q: 3 clusters Score -1621144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1621156.500000 Penalty: 4684.493164
	Iteration 30Q: 3 clusters Score -1621156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1621164.250000 Penalty: 4684.493164
	Iteration 31Q: 3 clusters Score -1621164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1621171.125000 Penalty: 4684.493164
	Iteration 32Q: 3 clusters Score -1621171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1621174.750000 Penalty: 4684.493164
	Iteration 33Q: 3 clusters Score -1621175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1621178.125000 Penalty: 4684.493164
	Iteration 34Q: 3 clusters Score -1621178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1621180.500000 Penalty: 4684.493164
	Iteration 35Q: 3 clusters Score -1621180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1621184.125000 Penalty: 4684.493164
	Iteration 36Q: 3 clusters Score -1621184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1621186.500000 Penalty: 4684.493164
	Iteration 37Q: 3 clusters Score -1621186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1621188.875000 Penalty: 4684.493164
	Iteration 38Q: 3 clusters Score -1621189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1621192.000000 Penalty: 4684.493164
	Iteration 39Q: 3 clusters Score -1621192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1621194.625000 Penalty: 4684.493164
	Iteration 40F: 3 clusters Score -1621195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -47200.082031 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -47200.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45811.250000 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -45811.25 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46093.113281 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -46093.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46318.851562 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -46318.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46502.097656 Penalty: 3040.009033
	Iteration 3F: 3 clusters Score -46502.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -46631.636719 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -46631.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46741.074219 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -46741.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46762.867188 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -46762.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46770.410156 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -46770.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46779.210938 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -46779.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46779.210938 Penalty: 3040.009033
	Iteration 9F: 3 clusters Score -46779.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -79518.156250 Penalty: 1656.852051
	Iteration 0F: 2 clusters Score -79518.16 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 405 members 
Entering Unmasked Estep 
Score: -77766.921875 Penalty: 3313.704102
	Iteration 0F: 3 clusters Score -77766.92 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -78110.851562 Penalty: 3313.704102
	Iteration 1F: 3 clusters Score -78110.85 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78359.429688 Penalty: 3313.704102
	Iteration 2F: 3 clusters Score -78359.43 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78533.765625 Penalty: 3313.704102
	Iteration 3F: 3 clusters Score -78533.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -78621.382812 Penalty: 3313.704102
	Iteration 4F: 3 clusters Score -78621.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78681.117188 Penalty: 3313.704102
	Iteration 5Q: 3 clusters Score -78681.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78711.062500 Penalty: 3313.704102
	Iteration 6Q: 3 clusters Score -78711.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -78737.937500 Penalty: 3313.704102
	Iteration 7Q: 3 clusters Score -78737.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78783.289062 Penalty: 3313.704102
	Iteration 8Q: 3 clusters Score -78783.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78811.132812 Penalty: 3313.704102
	Iteration 9Q: 3 clusters Score -78811.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -78823.703125 Penalty: 3313.704102
	Iteration 10Q: 3 clusters Score -78823.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -78848.351562 Penalty: 3313.704102
	Iteration 11Q: 3 clusters Score -78848.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -78861.335938 Penalty: 3313.704102
	Iteration 12Q: 3 clusters Score -78861.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -78864.117188 Penalty: 3313.704102
	Iteration 13Q: 3 clusters Score -78864.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -78865.968750 Penalty: 3313.704102
	Iteration 14Q: 3 clusters Score -78865.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -78869.171875 Penalty: 3313.704102
	Iteration 15Q: 3 clusters Score -78869.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -78873.148438 Penalty: 3313.704102
	Iteration 16Q: 3 clusters Score -78873.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -78873.148438 Penalty: 3313.704102
	Iteration 17F: 3 clusters Score -78873.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 14340 members 
Mstep: Class 3 contains 6808 members 
Mstep: Class 4 contains 162061 members 
Mstep: Class 5 contains 273873 members 
Mstep: Class 6 contains 13345 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54767 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 10979 members 
Mstep: Class 13 contains 5626 members 
Mstep: Class 14 contains 36363 members 
Mstep: Class 15 contains 12779 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 45734 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13049 members 
Mstep: Class 20 contains 12190 members 
Mstep: Class 21 contains 14609 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5656 members 
Mstep: Class 24 contains 12639 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827432.000000 Penalty: 86934.414062
Iteration 199Q: 27 clusters Score -9.082743e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 14340 members 
Mstep: Class 3 contains 6801 members 
Mstep: Class 4 contains 162049 members 
Mstep: Class 5 contains 273880 members 
Mstep: Class 6 contains 13345 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54758 members 
Mstep: Class 11 contains 6017 members 
Mstep: Class 12 contains 10979 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 36371 members 
Mstep: Class 15 contains 12783 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 45723 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13055 members 
Mstep: Class 20 contains 12189 members 
Mstep: Class 21 contains 14601 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5659 members 
Mstep: Class 24 contains 12640 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827544.000000 Penalty: 86934.414062
Iteration 200F: 27 clusters Score -9.082754e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 14341 members 
Mstep: Class 3 contains 6794 members 
Mstep: Class 4 contains 162040 members 
Mstep: Class 5 contains 273890 members 
Mstep: Class 6 contains 13346 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54751 members 
Mstep: Class 11 contains 6015 members 
Mstep: Class 12 contains 10980 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 36374 members 
Mstep: Class 15 contains 12788 members 
Mstep: Class 16 contains 473 members 
Mstep: Class 17 contains 45699 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13055 members 
Mstep: Class 20 contains 12195 members 
Mstep: Class 21 contains 14592 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5662 members 
Mstep: Class 24 contains 12640 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827520.000000 Penalty: 86934.414062
Iteration 201Q: 27 clusters Score -9.082752e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 14341 members 
Mstep: Class 3 contains 6789 members 
Mstep: Class 4 contains 162029 members 
Mstep: Class 5 contains 273895 members 
Mstep: Class 6 contains 13349 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54749 members 
Mstep: Class 11 contains 6012 members 
Mstep: Class 12 contains 10980 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 36377 members 
Mstep: Class 15 contains 12795 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 17 contains 45676 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13056 members 
Mstep: Class 20 contains 12200 members 
Mstep: Class 21 contains 14583 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5663 members 
Mstep: Class 24 contains 12639 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827472.000000 Penalty: 86934.414062
Iteration 202Q: 27 clusters Score -9.082747e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 14342 members 
Mstep: Class 3 contains 6785 members 
Mstep: Class 4 contains 162022 members 
Mstep: Class 5 contains 273896 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54750 members 
Mstep: Class 11 contains 6005 members 
Mstep: Class 12 contains 10980 members 
Mstep: Class 13 contains 5626 members 
Mstep: Class 14 contains 36379 members 
Mstep: Class 15 contains 12802 members 
Mstep: Class 16 contains 475 members 
Mstep: Class 17 contains 45649 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13056 members 
Mstep: Class 20 contains 12203 members 
Mstep: Class 21 contains 14578 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5664 members 
Mstep: Class 24 contains 12638 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827456.000000 Penalty: 86934.414062
Iteration 203Q: 27 clusters Score -9.082746e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 14339 members 
Mstep: Class 3 contains 6779 members 
Mstep: Class 4 contains 162009 members 
Mstep: Class 5 contains 273911 members 
Mstep: Class 6 contains 13359 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54750 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 10981 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 36384 members 
Mstep: Class 15 contains 12808 members 
Mstep: Class 16 contains 476 members 
Mstep: Class 17 contains 45633 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13056 members 
Mstep: Class 20 contains 12209 members 
Mstep: Class 21 contains 14569 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5664 members 
Mstep: Class 24 contains 12638 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827368.000000 Penalty: 86934.414062
Iteration 204Q: 27 clusters Score -9.082737e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 14339 members 
Mstep: Class 3 contains 6776 members 
Mstep: Class 4 contains 162003 members 
Mstep: Class 5 contains 273921 members 
Mstep: Class 6 contains 13361 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54747 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 10981 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 36386 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45624 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13057 members 
Mstep: Class 20 contains 12211 members 
Mstep: Class 21 contains 14562 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5664 members 
Mstep: Class 24 contains 12638 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827448.000000 Penalty: 86934.414062
Iteration 205Q: 27 clusters Score -9.082745e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 14338 members 
Mstep: Class 3 contains 6772 members 
Mstep: Class 4 contains 162011 members 
Mstep: Class 5 contains 273919 members 
Mstep: Class 6 contains 13360 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54748 members 
Mstep: Class 11 contains 5980 members 
Mstep: Class 12 contains 10982 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 36388 members 
Mstep: Class 15 contains 12812 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45620 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13058 members 
Mstep: Class 20 contains 12214 members 
Mstep: Class 21 contains 14552 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5664 members 
Mstep: Class 24 contains 12638 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827368.000000 Penalty: 86934.414062
Iteration 206Q: 27 clusters Score -9.082737e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 14337 members 
Mstep: Class 3 contains 6769 members 
Mstep: Class 4 contains 162010 members 
Mstep: Class 5 contains 273910 members 
Mstep: Class 6 contains 13360 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54746 members 
Mstep: Class 11 contains 5978 members 
Mstep: Class 12 contains 10983 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 36393 members 
Mstep: Class 15 contains 12814 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45615 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13061 members 
Mstep: Class 20 contains 12217 members 
Mstep: Class 21 contains 14544 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5664 members 
Mstep: Class 24 contains 12636 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827456.000000 Penalty: 86934.414062
Iteration 207Q: 27 clusters Score -9.082746e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 14337 members 
Mstep: Class 3 contains 6765 members 
Mstep: Class 4 contains 162008 members 
Mstep: Class 5 contains 273901 members 
Mstep: Class 6 contains 13364 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54746 members 
Mstep: Class 11 contains 5975 members 
Mstep: Class 12 contains 10982 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 36400 members 
Mstep: Class 15 contains 12815 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45602 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13066 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 14534 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5664 members 
Mstep: Class 24 contains 12633 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827592.000000 Penalty: 86934.414062
Iteration 208Q: 27 clusters Score -9.082759e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 14337 members 
Mstep: Class 3 contains 6763 members 
Mstep: Class 4 contains 162004 members 
Mstep: Class 5 contains 273894 members 
Mstep: Class 6 contains 13367 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54741 members 
Mstep: Class 11 contains 5971 members 
Mstep: Class 12 contains 10982 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 36402 members 
Mstep: Class 15 contains 12814 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45606 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13071 members 
Mstep: Class 20 contains 12223 members 
Mstep: Class 21 contains 14527 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5664 members 
Mstep: Class 24 contains 12632 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827624.000000 Penalty: 86934.414062
Iteration 209Q: 27 clusters Score -9.082762e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 14337 members 
Mstep: Class 3 contains 6758 members 
Mstep: Class 4 contains 161989 members 
Mstep: Class 5 contains 273901 members 
Mstep: Class 6 contains 13366 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54736 members 
Mstep: Class 11 contains 5967 members 
Mstep: Class 12 contains 10983 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 36406 members 
Mstep: Class 15 contains 12816 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45607 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13079 members 
Mstep: Class 20 contains 12228 members 
Mstep: Class 21 contains 14516 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5664 members 
Mstep: Class 24 contains 12633 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827680.000000 Penalty: 86934.414062
Iteration 210Q: 27 clusters Score -9.082768e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 14337 members 
Mstep: Class 3 contains 6752 members 
Mstep: Class 4 contains 161986 members 
Mstep: Class 5 contains 273901 members 
Mstep: Class 6 contains 13368 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54733 members 
Mstep: Class 11 contains 5964 members 
Mstep: Class 12 contains 10984 members 
Mstep: Class 13 contains 5625 members 
Mstep: Class 14 contains 36408 members 
Mstep: Class 15 contains 12815 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45603 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13084 members 
Mstep: Class 20 contains 12231 members 
Mstep: Class 21 contains 14506 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5664 members 
Mstep: Class 24 contains 12631 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827576.000000 Penalty: 86934.414062
Iteration 211Q: 27 clusters Score -9.082758e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 14336 members 
Mstep: Class 3 contains 6748 members 
Mstep: Class 4 contains 161984 members 
Mstep: Class 5 contains 273900 members 
Mstep: Class 6 contains 13367 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54731 members 
Mstep: Class 11 contains 5956 members 
Mstep: Class 12 contains 10984 members 
Mstep: Class 13 contains 5624 members 
Mstep: Class 14 contains 36406 members 
Mstep: Class 15 contains 12816 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45593 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13092 members 
Mstep: Class 20 contains 12239 members 
Mstep: Class 21 contains 14500 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5664 members 
Mstep: Class 24 contains 12629 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827680.000000 Penalty: 86934.414062
Iteration 212Q: 27 clusters Score -9.082768e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 14336 members 
Mstep: Class 3 contains 6742 members 
Mstep: Class 4 contains 161995 members 
Mstep: Class 5 contains 273892 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54728 members 
Mstep: Class 11 contains 5948 members 
Mstep: Class 12 contains 10984 members 
Mstep: Class 13 contains 5624 members 
Mstep: Class 14 contains 36407 members 
Mstep: Class 15 contains 12816 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45583 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13093 members 
Mstep: Class 20 contains 12250 members 
Mstep: Class 21 contains 14492 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5664 members 
Mstep: Class 24 contains 12626 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827696.000000 Penalty: 86934.414062
Iteration 213Q: 27 clusters Score -9.08277e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 14335 members 
Mstep: Class 3 contains 6741 members 
Mstep: Class 4 contains 162006 members 
Mstep: Class 5 contains 273874 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54726 members 
Mstep: Class 11 contains 5944 members 
Mstep: Class 12 contains 10984 members 
Mstep: Class 13 contains 5623 members 
Mstep: Class 14 contains 36407 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45583 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13100 members 
Mstep: Class 20 contains 12257 members 
Mstep: Class 21 contains 14484 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5665 members 
Mstep: Class 24 contains 12624 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827712.000000 Penalty: 86934.414062
Iteration 214Q: 27 clusters Score -9.082771e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 14336 members 
Mstep: Class 3 contains 6738 members 
Mstep: Class 4 contains 162011 members 
Mstep: Class 5 contains 273870 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54723 members 
Mstep: Class 11 contains 5940 members 
Mstep: Class 12 contains 10985 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 36408 members 
Mstep: Class 15 contains 12814 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45582 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13105 members 
Mstep: Class 20 contains 12258 members 
Mstep: Class 21 contains 14480 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5665 members 
Mstep: Class 24 contains 12620 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827800.000000 Penalty: 86934.414062
Iteration 215Q: 27 clusters Score -9.08278e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 14335 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 162007 members 
Mstep: Class 5 contains 273864 members 
Mstep: Class 6 contains 13366 members 
Mstep: Class 7 contains 1007 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54722 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 12 contains 10985 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 36411 members 
Mstep: Class 15 contains 12814 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45583 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13114 members 
Mstep: Class 20 contains 12266 members 
Mstep: Class 21 contains 14476 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5665 members 
Mstep: Class 24 contains 12618 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827816.000000 Penalty: 86934.414062
Iteration 216Q: 27 clusters Score -9.082782e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 14334 members 
Mstep: Class 3 contains 6730 members 
Mstep: Class 4 contains 162018 members 
Mstep: Class 5 contains 273843 members 
Mstep: Class 6 contains 13361 members 
Mstep: Class 7 contains 1008 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54722 members 
Mstep: Class 11 contains 5928 members 
Mstep: Class 12 contains 10986 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 36413 members 
Mstep: Class 15 contains 12816 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45583 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13128 members 
Mstep: Class 20 contains 12273 members 
Mstep: Class 21 contains 14472 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 12616 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827728.000000 Penalty: 86934.414062
Iteration 217Q: 27 clusters Score -9.082773e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 14335 members 
Mstep: Class 3 contains 6726 members 
Mstep: Class 4 contains 162013 members 
Mstep: Class 5 contains 273836 members 
Mstep: Class 6 contains 13362 members 
Mstep: Class 7 contains 1008 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54721 members 
Mstep: Class 11 contains 5922 members 
Mstep: Class 12 contains 10985 members 
Mstep: Class 13 contains 5623 members 
Mstep: Class 14 contains 36415 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45580 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13146 members 
Mstep: Class 20 contains 12279 members 
Mstep: Class 21 contains 14466 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 12615 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827696.000000 Penalty: 86934.414062
Iteration 218Q: 27 clusters Score -9.08277e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 14334 members 
Mstep: Class 3 contains 6724 members 
Mstep: Class 4 contains 161990 members 
Mstep: Class 5 contains 273847 members 
Mstep: Class 6 contains 13360 members 
Mstep: Class 7 contains 1009 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54716 members 
Mstep: Class 11 contains 5917 members 
Mstep: Class 12 contains 10986 members 
Mstep: Class 13 contains 5623 members 
Mstep: Class 14 contains 36419 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45587 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13161 members 
Mstep: Class 20 contains 12281 members 
Mstep: Class 21 contains 14458 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 12615 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827800.000000 Penalty: 86934.414062
Iteration 219Q: 27 clusters Score -9.08278e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 14334 members 
Mstep: Class 3 contains 6721 members 
Mstep: Class 4 contains 161971 members 
Mstep: Class 5 contains 273871 members 
Mstep: Class 6 contains 13359 members 
Mstep: Class 7 contains 1011 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54712 members 
Mstep: Class 11 contains 5909 members 
Mstep: Class 12 contains 10987 members 
Mstep: Class 13 contains 5623 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45594 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13165 members 
Mstep: Class 20 contains 12283 members 
Mstep: Class 21 contains 14450 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 12614 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827832.000000 Penalty: 86934.414062
Iteration 220F: 27 clusters Score -9.082783e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 14335 members 
Mstep: Class 3 contains 6720 members 
Mstep: Class 4 contains 161951 members 
Mstep: Class 5 contains 273891 members 
Mstep: Class 6 contains 13359 members 
Mstep: Class 7 contains 1012 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54710 members 
Mstep: Class 11 contains 5904 members 
Mstep: Class 12 contains 10988 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 12818 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45597 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13166 members 
Mstep: Class 20 contains 12286 members 
Mstep: Class 21 contains 14447 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 12615 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827720.000000 Penalty: 86934.414062
Iteration 221Q: 27 clusters Score -9.082772e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 14335 members 
Mstep: Class 3 contains 6719 members 
Mstep: Class 4 contains 161947 members 
Mstep: Class 5 contains 273901 members 
Mstep: Class 6 contains 13360 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54708 members 
Mstep: Class 11 contains 5897 members 
Mstep: Class 12 contains 10988 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 12816 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45596 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13168 members 
Mstep: Class 20 contains 12285 members 
Mstep: Class 21 contains 14445 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 12615 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827752.000000 Penalty: 86934.414062
Iteration 222Q: 27 clusters Score -9.082775e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 14335 members 
Mstep: Class 3 contains 6716 members 
Mstep: Class 4 contains 161935 members 
Mstep: Class 5 contains 273912 members 
Mstep: Class 6 contains 13359 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54710 members 
Mstep: Class 11 contains 5892 members 
Mstep: Class 12 contains 10988 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 36423 members 
Mstep: Class 15 contains 12814 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45594 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13168 members 
Mstep: Class 20 contains 12286 members 
Mstep: Class 21 contains 14443 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 12615 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827816.000000 Penalty: 86934.414062
Iteration 223Q: 27 clusters Score -9.082782e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 14334 members 
Mstep: Class 3 contains 6713 members 
Mstep: Class 4 contains 161924 members 
Mstep: Class 5 contains 273929 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54707 members 
Mstep: Class 11 contains 5884 members 
Mstep: Class 12 contains 10988 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 36423 members 
Mstep: Class 15 contains 12815 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45596 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13169 members 
Mstep: Class 20 contains 12286 members 
Mstep: Class 21 contains 14441 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 12615 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827904.000000 Penalty: 86934.414062
Iteration 224Q: 27 clusters Score -9.08279e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 14332 members 
Mstep: Class 3 contains 6711 members 
Mstep: Class 4 contains 161910 members 
Mstep: Class 5 contains 273945 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54701 members 
Mstep: Class 11 contains 5882 members 
Mstep: Class 12 contains 10990 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 36424 members 
Mstep: Class 15 contains 12816 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45594 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13172 members 
Mstep: Class 20 contains 12287 members 
Mstep: Class 21 contains 14437 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 12615 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827944.000000 Penalty: 86934.414062
Iteration 225Q: 27 clusters Score -9.082794e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 14331 members 
Mstep: Class 3 contains 6709 members 
Mstep: Class 4 contains 161894 members 
Mstep: Class 5 contains 273965 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54696 members 
Mstep: Class 11 contains 5877 members 
Mstep: Class 12 contains 10990 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 36426 members 
Mstep: Class 15 contains 12816 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45595 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13173 members 
Mstep: Class 20 contains 12289 members 
Mstep: Class 21 contains 14433 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 12615 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827912.000000 Penalty: 86934.414062
Iteration 226Q: 27 clusters Score -9.082791e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 14330 members 
Mstep: Class 3 contains 6706 members 
Mstep: Class 4 contains 161889 members 
Mstep: Class 5 contains 273976 members 
Mstep: Class 6 contains 13356 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54696 members 
Mstep: Class 11 contains 5869 members 
Mstep: Class 12 contains 10990 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 36429 members 
Mstep: Class 15 contains 12819 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45588 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13172 members 
Mstep: Class 20 contains 12290 members 
Mstep: Class 21 contains 14431 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 12615 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827912.000000 Penalty: 86934.414062
Iteration 227Q: 27 clusters Score -9.082791e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 14329 members 
Mstep: Class 3 contains 6706 members 
Mstep: Class 4 contains 161882 members 
Mstep: Class 5 contains 273989 members 
Mstep: Class 6 contains 13354 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54695 members 
Mstep: Class 11 contains 5864 members 
Mstep: Class 12 contains 10990 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 36431 members 
Mstep: Class 15 contains 12819 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45583 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13171 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 14428 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 12615 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827920.000000 Penalty: 86934.414062
Iteration 228Q: 27 clusters Score -9.082792e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 14327 members 
Mstep: Class 3 contains 6705 members 
Mstep: Class 4 contains 161876 members 
Mstep: Class 5 contains 274000 members 
Mstep: Class 6 contains 13355 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54693 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 10991 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 36433 members 
Mstep: Class 15 contains 12819 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45576 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13171 members 
Mstep: Class 20 contains 12292 members 
Mstep: Class 21 contains 14426 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 12615 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827960.000000 Penalty: 86934.414062
Iteration 229Q: 27 clusters Score -9.082796e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 14328 members 
Mstep: Class 3 contains 6704 members 
Mstep: Class 4 contains 161869 members 
Mstep: Class 5 contains 274008 members 
Mstep: Class 6 contains 13356 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54693 members 
Mstep: Class 11 contains 5854 members 
Mstep: Class 12 contains 10991 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 36435 members 
Mstep: Class 15 contains 12820 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45571 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13171 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 14423 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 12615 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828024.000000 Penalty: 86934.414062
Iteration 230Q: 27 clusters Score -9.082802e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 14328 members 
Mstep: Class 3 contains 6700 members 
Mstep: Class 4 contains 161869 members 
Mstep: Class 5 contains 274012 members 
Mstep: Class 6 contains 13356 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54691 members 
Mstep: Class 11 contains 5847 members 
Mstep: Class 12 contains 10991 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 36434 members 
Mstep: Class 15 contains 12823 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45576 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13171 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 14418 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 12615 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827904.000000 Penalty: 86934.414062
Iteration 231Q: 27 clusters Score -9.08279e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 14328 members 
Mstep: Class 3 contains 6699 members 
Mstep: Class 4 contains 161877 members 
Mstep: Class 5 contains 274009 members 
Mstep: Class 6 contains 13355 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54690 members 
Mstep: Class 11 contains 5837 members 
Mstep: Class 12 contains 10990 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 36438 members 
Mstep: Class 15 contains 12825 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45576 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13171 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 14416 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 12616 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827912.000000 Penalty: 86934.414062
Iteration 232Q: 27 clusters Score -9.082791e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 14328 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 161880 members 
Mstep: Class 5 contains 274011 members 
Mstep: Class 6 contains 13354 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54687 members 
Mstep: Class 11 contains 5831 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 36437 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45574 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13171 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 14416 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5667 members 
Mstep: Class 24 contains 12617 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827928.000000 Penalty: 86934.414062
Iteration 233Q: 27 clusters Score -9.082793e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 14328 members 
Mstep: Class 3 contains 6697 members 
Mstep: Class 4 contains 161883 members 
Mstep: Class 5 contains 274022 members 
Mstep: Class 6 contains 13354 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54681 members 
Mstep: Class 11 contains 5821 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 36437 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45570 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13170 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 14414 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5668 members 
Mstep: Class 24 contains 12617 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827992.000000 Penalty: 86934.414062
Iteration 234Q: 27 clusters Score -9.082799e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 14328 members 
Mstep: Class 3 contains 6694 members 
Mstep: Class 4 contains 161893 members 
Mstep: Class 5 contains 274031 members 
Mstep: Class 6 contains 13355 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54674 members 
Mstep: Class 11 contains 5807 members 
Mstep: Class 12 contains 10990 members 
Mstep: Class 13 contains 5621 members 
Mstep: Class 14 contains 36439 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45568 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13167 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 14412 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5669 members 
Mstep: Class 24 contains 12618 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827872.000000 Penalty: 86934.414062
Iteration 235Q: 27 clusters Score -9.082787e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 14328 members 
Mstep: Class 3 contains 6694 members 
Mstep: Class 4 contains 161893 members 
Mstep: Class 5 contains 274032 members 
Mstep: Class 6 contains 13354 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54673 members 
Mstep: Class 11 contains 5797 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 5620 members 
Mstep: Class 14 contains 36439 members 
Mstep: Class 15 contains 12826 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45573 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13166 members 
Mstep: Class 20 contains 12302 members 
Mstep: Class 21 contains 14411 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5669 members 
Mstep: Class 24 contains 12619 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827832.000000 Penalty: 86934.414062
Iteration 236Q: 27 clusters Score -9.082783e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 14328 members 
Mstep: Class 3 contains 6692 members 
Mstep: Class 4 contains 161895 members 
Mstep: Class 5 contains 274025 members 
Mstep: Class 6 contains 13354 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54676 members 
Mstep: Class 11 contains 5792 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 36438 members 
Mstep: Class 15 contains 12829 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45572 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13169 members 
Mstep: Class 20 contains 12303 members 
Mstep: Class 21 contains 14411 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5669 members 
Mstep: Class 24 contains 12619 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827952.000000 Penalty: 86934.414062
Iteration 237Q: 27 clusters Score -9.082795e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 14329 members 
Mstep: Class 3 contains 6691 members 
Mstep: Class 4 contains 161900 members 
Mstep: Class 5 contains 274015 members 
Mstep: Class 6 contains 13354 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54674 members 
Mstep: Class 11 contains 5791 members 
Mstep: Class 12 contains 10991 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 36439 members 
Mstep: Class 15 contains 12830 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45563 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13173 members 
Mstep: Class 20 contains 12304 members 
Mstep: Class 21 contains 14410 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5669 members 
Mstep: Class 24 contains 12619 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827944.000000 Penalty: 86934.414062
Iteration 238Q: 27 clusters Score -9.082794e+07 nChanged 76
Entering ConstructFrom: 
Score: -90827944.000000 Penalty: 86934.414062
Entering ConstructFrom: 
Trying to split cluster 1 (7618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Entering Unmasked Estep 
Score: -895964.437500 Penalty: 2216.690918
	Iteration 0F: 2 clusters Score -895964.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -889802.437500 Penalty: 4433.381836
	Iteration 0F: 3 clusters Score -889802.4 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -891576.875000 Penalty: 4433.381836
	Iteration 1F: 3 clusters Score -891576.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -891866.437500 Penalty: 4433.381836
	Iteration 2F: 3 clusters Score -891866.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -892051.062500 Penalty: 4433.381836
	Iteration 3F: 3 clusters Score -892051.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -892207.500000 Penalty: 4433.381836
	Iteration 4Q: 3 clusters Score -892207.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -892331.625000 Penalty: 4433.381836
	Iteration 5Q: 3 clusters Score -892331.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -892450.750000 Penalty: 4433.381836
	Iteration 6Q: 3 clusters Score -892450.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -892604.437500 Penalty: 4433.381836
	Iteration 7Q: 3 clusters Score -892604.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -892801.875000 Penalty: 4433.381836
	Iteration 8Q: 3 clusters Score -892801.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -893004.937500 Penalty: 4433.381836
	Iteration 9Q: 3 clusters Score -893004.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -893235.500000 Penalty: 4433.381836
	Iteration 10Q: 3 clusters Score -893235.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -893477.312500 Penalty: 4433.381836
	Iteration 11Q: 3 clusters Score -893477.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -893717.625000 Penalty: 4433.381836
	Iteration 12Q: 3 clusters Score -893717.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -893950.687500 Penalty: 4433.381836
	Iteration 13Q: 3 clusters Score -893950.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -894187.312500 Penalty: 4433.381836
	Iteration 14Q: 3 clusters Score -894187.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -894376.125000 Penalty: 4433.381836
	Iteration 15Q: 3 clusters Score -894376.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -894510.625000 Penalty: 4433.381836
	Iteration 16Q: 3 clusters Score -894510.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -894603.875000 Penalty: 4433.381836
	Iteration 17Q: 3 clusters Score -894603.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -894678.375000 Penalty: 4433.381836
	Iteration 18Q: 3 clusters Score -894678.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -894739.125000 Penalty: 4433.381836
	Iteration 19Q: 3 clusters Score -894739.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -894783.312500 Penalty: 4433.381836
	Iteration 20F: 3 clusters Score -894783.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -894806.750000 Penalty: 4433.381836
	Iteration 21Q: 3 clusters Score -894806.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -894821.750000 Penalty: 4433.381836
	Iteration 22Q: 3 clusters Score -894821.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -894835.750000 Penalty: 4433.381836
	Iteration 23Q: 3 clusters Score -894835.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -894842.187500 Penalty: 4433.381836
	Iteration 24Q: 3 clusters Score -894842.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -894846.937500 Penalty: 4433.381836
	Iteration 25Q: 3 clusters Score -894846.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -894851.562500 Penalty: 4433.381836
	Iteration 26Q: 3 clusters Score -894851.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -894851.625000 Penalty: 4433.381836
	Iteration 27Q: 3 clusters Score -894851.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -894853.500000 Penalty: 4433.381836
	Iteration 28Q: 3 clusters Score -894853.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -894853.000000 Penalty: 4433.381836
	Iteration 29Q: 3 clusters Score -894853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -894853.000000 Penalty: 4433.381836
	Iteration 30F: 3 clusters Score -894853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Entering Unmasked Estep 
Score: -1869664.375000 Penalty: 2373.404541
	Iteration 0F: 2 clusters Score -1869664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1859276.875000 Penalty: 4746.809082
	Iteration 0F: 3 clusters Score -1859277 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1862590.875000 Penalty: 4746.809082
	Iteration 1F: 3 clusters Score -1862591 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1862969.500000 Penalty: 4746.809082
	Iteration 2F: 3 clusters Score -1862970 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1863299.000000 Penalty: 4746.809082
	Iteration 3F: 3 clusters Score -1863299 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1863560.250000 Penalty: 4746.809082
	Iteration 4Q: 3 clusters Score -1863560 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1863784.375000 Penalty: 4746.809082
	Iteration 5Q: 3 clusters Score -1863784 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1864004.125000 Penalty: 4746.809082
	Iteration 6Q: 3 clusters Score -1864004 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1864221.875000 Penalty: 4746.809082
	Iteration 7Q: 3 clusters Score -1864222 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1864432.250000 Penalty: 4746.809082
	Iteration 8Q: 3 clusters Score -1864432 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1864672.375000 Penalty: 4746.809082
	Iteration 9Q: 3 clusters Score -1864672 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1864969.875000 Penalty: 4746.809082
	Iteration 10Q: 3 clusters Score -1864970 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1865308.875000 Penalty: 4746.809082
	Iteration 11Q: 3 clusters Score -1865309 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1865686.250000 Penalty: 4746.809082
	Iteration 12Q: 3 clusters Score -1865686 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1866045.375000 Penalty: 4746.809082
	Iteration 13Q: 3 clusters Score -1866045 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1866421.500000 Penalty: 4746.809082
	Iteration 14Q: 3 clusters Score -1866422 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1866708.375000 Penalty: 4746.809082
	Iteration 15Q: 3 clusters Score -1866708 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1866938.375000 Penalty: 4746.809082
	Iteration 16Q: 3 clusters Score -1866938 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1867105.750000 Penalty: 4746.809082
	Iteration 17Q: 3 clusters Score -1867106 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1867224.375000 Penalty: 4746.809082
	Iteration 18Q: 3 clusters Score -1867224 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1867320.375000 Penalty: 4746.809082
	Iteration 19Q: 3 clusters Score -1867320 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1867401.875000 Penalty: 4746.809082
	Iteration 20F: 3 clusters Score -1867402 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1867450.500000 Penalty: 4746.809082
	Iteration 21Q: 3 clusters Score -1867450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1867484.375000 Penalty: 4746.809082
	Iteration 22Q: 3 clusters Score -1867484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1867501.125000 Penalty: 4746.809082
	Iteration 23Q: 3 clusters Score -1867501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1867521.000000 Penalty: 4746.809082
	Iteration 24Q: 3 clusters Score -1867521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1867535.250000 Penalty: 4746.809082
	Iteration 25Q: 3 clusters Score -1867535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1867557.625000 Penalty: 4746.809082
	Iteration 26Q: 3 clusters Score -1867558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1867569.875000 Penalty: 4746.809082
	Iteration 27Q: 3 clusters Score -1867570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1867580.750000 Penalty: 4746.809082
	Iteration 28Q: 3 clusters Score -1867581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1867594.750000 Penalty: 4746.809082
	Iteration 29Q: 3 clusters Score -1867595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1867601.500000 Penalty: 4746.809082
	Iteration 30Q: 3 clusters Score -1867602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1867607.250000 Penalty: 4746.809082
	Iteration 31Q: 3 clusters Score -1867607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1867607.375000 Penalty: 4746.809082
	Iteration 32Q: 3 clusters Score -1867607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1867608.250000 Penalty: 4746.809082
	Iteration 33Q: 3 clusters Score -1867608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1867607.000000 Penalty: 4746.809082
	Iteration 34Q: 3 clusters Score -1867607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1867607.000000 Penalty: 4746.809082
	Iteration 35F: 3 clusters Score -1867607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Entering Unmasked Estep 
Score: -754946.562500 Penalty: 2184.327148
	Iteration 0F: 2 clusters Score -754946.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -749362.562500 Penalty: 4368.654297
	Iteration 0F: 3 clusters Score -749362.6 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -750913.125000 Penalty: 4368.654297
	Iteration 1F: 3 clusters Score -750913.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -751268.250000 Penalty: 4368.654297
	Iteration 2F: 3 clusters Score -751268.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -751557.187500 Penalty: 4368.654297
	Iteration 3F: 3 clusters Score -751557.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -751799.250000 Penalty: 4368.654297
	Iteration 4F: 3 clusters Score -751799.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -751977.875000 Penalty: 4368.654297
	Iteration 5Q: 3 clusters Score -751977.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -752136.875000 Penalty: 4368.654297
	Iteration 6Q: 3 clusters Score -752136.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -752278.562500 Penalty: 4368.654297
	Iteration 7Q: 3 clusters Score -752278.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -752409.812500 Penalty: 4368.654297
	Iteration 8Q: 3 clusters Score -752409.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -752531.187500 Penalty: 4368.654297
	Iteration 9Q: 3 clusters Score -752531.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -752639.250000 Penalty: 4368.654297
	Iteration 10Q: 3 clusters Score -752639.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -752735.062500 Penalty: 4368.654297
	Iteration 11Q: 3 clusters Score -752735.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -752817.625000 Penalty: 4368.654297
	Iteration 12Q: 3 clusters Score -752817.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -752894.625000 Penalty: 4368.654297
	Iteration 13Q: 3 clusters Score -752894.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -752969.875000 Penalty: 4368.654297
	Iteration 14Q: 3 clusters Score -752969.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -753054.250000 Penalty: 4368.654297
	Iteration 15Q: 3 clusters Score -753054.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -753148.437500 Penalty: 4368.654297
	Iteration 16Q: 3 clusters Score -753148.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -753262.375000 Penalty: 4368.654297
	Iteration 17Q: 3 clusters Score -753262.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -753361.687500 Penalty: 4368.654297
	Iteration 18Q: 3 clusters Score -753361.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -753477.312500 Penalty: 4368.654297
	Iteration 19Q: 3 clusters Score -753477.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -753584.625000 Penalty: 4368.654297
	Iteration 20F: 3 clusters Score -753584.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -753681.437500 Penalty: 4368.654297
	Iteration 21Q: 3 clusters Score -753681.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -753770.312500 Penalty: 4368.654297
	Iteration 22Q: 3 clusters Score -753770.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -753831.562500 Penalty: 4368.654297
	Iteration 23Q: 3 clusters Score -753831.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -753895.250000 Penalty: 4368.654297
	Iteration 24Q: 3 clusters Score -753895.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -753957.437500 Penalty: 4368.654297
	Iteration 25Q: 3 clusters Score -753957.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -754005.875000 Penalty: 4368.654297
	Iteration 26Q: 3 clusters Score -754005.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -754041.062500 Penalty: 4368.654297
	Iteration 27Q: 3 clusters Score -754041.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -754066.500000 Penalty: 4368.654297
	Iteration 28Q: 3 clusters Score -754066.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -754080.875000 Penalty: 4368.654297
	Iteration 29Q: 3 clusters Score -754080.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -754095.437500 Penalty: 4368.654297
	Iteration 30Q: 3 clusters Score -754095.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -754110.750000 Penalty: 4368.654297
	Iteration 31Q: 3 clusters Score -754110.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -754120.375000 Penalty: 4368.654297
	Iteration 32Q: 3 clusters Score -754120.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -754130.687500 Penalty: 4368.654297
	Iteration 33Q: 3 clusters Score -754130.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -754136.812500 Penalty: 4368.654297
	Iteration 34Q: 3 clusters Score -754136.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -754138.500000 Penalty: 4368.654297
	Iteration 35Q: 3 clusters Score -754138.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -754139.625000 Penalty: 4368.654297
	Iteration 36Q: 3 clusters Score -754139.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -754139.500000 Penalty: 4368.654297
	Iteration 37Q: 3 clusters Score -754139.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -754141.687500 Penalty: 4368.654297
	Iteration 38Q: 3 clusters Score -754141.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -754142.562500 Penalty: 4368.654297
	Iteration 39Q: 3 clusters Score -754142.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -754143.937500 Penalty: 4368.654297
	Iteration 40F: 3 clusters Score -754143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -754143.562500 Penalty: 4368.654297
	Iteration 41Q: 3 clusters Score -754143.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -754144.062500 Penalty: 4368.654297
	Iteration 42Q: 3 clusters Score -754144.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -754145.187500 Penalty: 4368.654297
	Iteration 43Q: 3 clusters Score -754145.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -754145.750000 Penalty: 4368.654297
	Iteration 44Q: 3 clusters Score -754145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -754149.000000 Penalty: 4368.654297
	Iteration 45Q: 3 clusters Score -754149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -754149.375000 Penalty: 4368.654297
	Iteration 46Q: 3 clusters Score -754149.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -754152.687500 Penalty: 4368.654297
	Iteration 47Q: 3 clusters Score -754152.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -754154.312500 Penalty: 4368.654297
	Iteration 48Q: 3 clusters Score -754154.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -754155.875000 Penalty: 4368.654297
	Iteration 49Q: 3 clusters Score -754155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -754156.250000 Penalty: 4368.654297
	Iteration 50Q: 3 clusters Score -754156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -754156.250000 Penalty: 4368.654297
	Iteration 51F: 3 clusters Score -754156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (161906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161906 members 
Entering Unmasked Estep 
Score: -21057718.000000 Penalty: 2974.703125
	Iteration 0F: 2 clusters Score -2.105772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80772 members 
Mstep: Class 2 contains 81134 members 
Entering Unmasked Estep 
Score: -20951584.000000 Penalty: 5949.406250
	Iteration 0F: 3 clusters Score -2.095158e+07 nChanged 77600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79286 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -20997250.000000 Penalty: 5949.406250
	Iteration 1F: 3 clusters Score -2.099725e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 83540 members 
Entering Unmasked Estep 
Score: -20999000.000000 Penalty: 5949.406250
	Iteration 2Q: 3 clusters Score -2.0999e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 84838 members 
Entering Unmasked Estep 
Score: -21001488.000000 Penalty: 5949.406250
	Iteration 3Q: 3 clusters Score -2.100149e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75388 members 
Mstep: Class 2 contains 86518 members 
Entering Unmasked Estep 
Score: -21004626.000000 Penalty: 5949.406250
	Iteration 4Q: 3 clusters Score -2.100463e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73364 members 
Mstep: Class 2 contains 88542 members 
Entering Unmasked Estep 
Score: -21008236.000000 Penalty: 5949.406250
	Iteration 5Q: 3 clusters Score -2.100824e+07 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71318 members 
Mstep: Class 2 contains 90588 members 
Entering Unmasked Estep 
Score: -21012180.000000 Penalty: 5949.406250
	Iteration 6F: 3 clusters Score -2.101218e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68903 members 
Mstep: Class 2 contains 93003 members 
Entering Unmasked Estep 
Score: -21016016.000000 Penalty: 5949.406250
	Iteration 7F: 3 clusters Score -2.101602e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66265 members 
Mstep: Class 2 contains 95641 members 
Entering Unmasked Estep 
Score: -21020086.000000 Penalty: 5949.406250
	Iteration 8F: 3 clusters Score -2.102009e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63472 members 
Mstep: Class 2 contains 98434 members 
Entering Unmasked Estep 
Score: -21024370.000000 Penalty: 5949.406250
	Iteration 9Q: 3 clusters Score -2.102437e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 101048 members 
Entering Unmasked Estep 
Score: -21029070.000000 Penalty: 5949.406250
	Iteration 10Q: 3 clusters Score -2.102907e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58548 members 
Mstep: Class 2 contains 103358 members 
Entering Unmasked Estep 
Score: -21032978.000000 Penalty: 5949.406250
	Iteration 11Q: 3 clusters Score -2.103298e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 105220 members 
Entering Unmasked Estep 
Score: -21036114.000000 Penalty: 5949.406250
	Iteration 12Q: 3 clusters Score -2.103611e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 106776 members 
Entering Unmasked Estep 
Score: -21038222.000000 Penalty: 5949.406250
	Iteration 13Q: 3 clusters Score -2.103822e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 108127 members 
Entering Unmasked Estep 
Score: -21039606.000000 Penalty: 5949.406250
	Iteration 14Q: 3 clusters Score -2.103961e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 109564 members 
Entering Unmasked Estep 
Score: -21040796.000000 Penalty: 5949.406250
	Iteration 15Q: 3 clusters Score -2.10408e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 110906 members 
Entering Unmasked Estep 
Score: -21041706.000000 Penalty: 5949.406250
	Iteration 16Q: 3 clusters Score -2.104171e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 112094 members 
Entering Unmasked Estep 
Score: -21042386.000000 Penalty: 5949.406250
	Iteration 17Q: 3 clusters Score -2.104239e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 113217 members 
Entering Unmasked Estep 
Score: -21042994.000000 Penalty: 5949.406250
	Iteration 18Q: 3 clusters Score -2.104299e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 114187 members 
Entering Unmasked Estep 
Score: -21043438.000000 Penalty: 5949.406250
	Iteration 19Q: 3 clusters Score -2.104344e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 115083 members 
Entering Unmasked Estep 
Score: -21043744.000000 Penalty: 5949.406250
	Iteration 20F: 3 clusters Score -2.104374e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 115971 members 
Entering Unmasked Estep 
Score: -21043962.000000 Penalty: 5949.406250
	Iteration 21Q: 3 clusters Score -2.104396e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 116850 members 
Entering Unmasked Estep 
Score: -21044230.000000 Penalty: 5949.406250
	Iteration 22Q: 3 clusters Score -2.104423e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 117677 members 
Entering Unmasked Estep 
Score: -21044436.000000 Penalty: 5949.406250
	Iteration 23Q: 3 clusters Score -2.104444e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 118505 members 
Entering Unmasked Estep 
Score: -21044652.000000 Penalty: 5949.406250
	Iteration 24Q: 3 clusters Score -2.104465e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 119368 members 
Entering Unmasked Estep 
Score: -21044710.000000 Penalty: 5949.406250
	Iteration 25Q: 3 clusters Score -2.104471e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 120224 members 
Entering Unmasked Estep 
Score: -21044858.000000 Penalty: 5949.406250
	Iteration 26Q: 3 clusters Score -2.104486e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 121104 members 
Entering Unmasked Estep 
Score: -21044976.000000 Penalty: 5949.406250
	Iteration 27Q: 3 clusters Score -2.104498e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 121961 members 
Entering Unmasked Estep 
Score: -21045116.000000 Penalty: 5949.406250
	Iteration 28Q: 3 clusters Score -2.104512e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 122827 members 
Entering Unmasked Estep 
Score: -21045266.000000 Penalty: 5949.406250
	Iteration 29Q: 3 clusters Score -2.104527e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 123734 members 
Entering Unmasked Estep 
Score: -21045344.000000 Penalty: 5949.406250
	Iteration 30Q: 3 clusters Score -2.104534e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 124689 members 
Entering Unmasked Estep 
Score: -21045526.000000 Penalty: 5949.406250
	Iteration 31Q: 3 clusters Score -2.104553e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 125720 members 
Entering Unmasked Estep 
Score: -21045726.000000 Penalty: 5949.406250
	Iteration 32Q: 3 clusters Score -2.104573e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 126745 members 
Entering Unmasked Estep 
Score: -21045926.000000 Penalty: 5949.406250
	Iteration 33Q: 3 clusters Score -2.104593e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 127850 members 
Entering Unmasked Estep 
Score: -21046244.000000 Penalty: 5949.406250
	Iteration 34Q: 3 clusters Score -2.104624e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 129055 members 
Entering Unmasked Estep 
Score: -21046686.000000 Penalty: 5949.406250
	Iteration 35Q: 3 clusters Score -2.104669e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 130331 members 
Entering Unmasked Estep 
Score: -21046990.000000 Penalty: 5949.406250
	Iteration 36Q: 3 clusters Score -2.104699e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 131750 members 
Entering Unmasked Estep 
Score: -21047572.000000 Penalty: 5949.406250
	Iteration 37Q: 3 clusters Score -2.104757e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 133257 members 
Entering Unmasked Estep 
Score: -21048212.000000 Penalty: 5949.406250
	Iteration 38Q: 3 clusters Score -2.104821e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 134950 members 
Entering Unmasked Estep 
Score: -21049162.000000 Penalty: 5949.406250
	Iteration 39Q: 3 clusters Score -2.104916e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 136660 members 
Entering Unmasked Estep 
Score: -21050210.000000 Penalty: 5949.406250
	Iteration 40F: 3 clusters Score -2.105021e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 138271 members 
Entering Unmasked Estep 
Score: -21051216.000000 Penalty: 5949.406250
	Iteration 41Q: 3 clusters Score -2.105122e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 139690 members 
Entering Unmasked Estep 
Score: -21051942.000000 Penalty: 5949.406250
	Iteration 42Q: 3 clusters Score -2.105194e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 140903 members 
Entering Unmasked Estep 
Score: -21052582.000000 Penalty: 5949.406250
	Iteration 43Q: 3 clusters Score -2.105258e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 142007 members 
Entering Unmasked Estep 
Score: -21052928.000000 Penalty: 5949.406250
	Iteration 44Q: 3 clusters Score -2.105293e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 143058 members 
Entering Unmasked Estep 
Score: -21053290.000000 Penalty: 5949.406250
	Iteration 45Q: 3 clusters Score -2.105329e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 144026 members 
Entering Unmasked Estep 
Score: -21053566.000000 Penalty: 5949.406250
	Iteration 46Q: 3 clusters Score -2.105357e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 144970 members 
Entering Unmasked Estep 
Score: -21053784.000000 Penalty: 5949.406250
	Iteration 47Q: 3 clusters Score -2.105378e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 145826 members 
Entering Unmasked Estep 
Score: -21053976.000000 Penalty: 5949.406250
	Iteration 48Q: 3 clusters Score -2.105398e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 146620 members 
Entering Unmasked Estep 
Score: -21054118.000000 Penalty: 5949.406250
	Iteration 49Q: 3 clusters Score -2.105412e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 147421 members 
Entering Unmasked Estep 
Score: -21054194.000000 Penalty: 5949.406250
	Iteration 50Q: 3 clusters Score -2.105419e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 148217 members 
Entering Unmasked Estep 
Score: -21054328.000000 Penalty: 5949.406250
	Iteration 51Q: 3 clusters Score -2.105433e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 149018 members 
Entering Unmasked Estep 
Score: -21054476.000000 Penalty: 5949.406250
	Iteration 52Q: 3 clusters Score -2.105448e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 149884 members 
Entering Unmasked Estep 
Score: -21054678.000000 Penalty: 5949.406250
	Iteration 53Q: 3 clusters Score -2.105468e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 150695 members 
Entering Unmasked Estep 
Score: -21054792.000000 Penalty: 5949.406250
	Iteration 54Q: 3 clusters Score -2.105479e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 151510 members 
Entering Unmasked Estep 
Score: -21054898.000000 Penalty: 5949.406250
	Iteration 55Q: 3 clusters Score -2.10549e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 152284 members 
Entering Unmasked Estep 
Score: -21055060.000000 Penalty: 5949.406250
	Iteration 56Q: 3 clusters Score -2.105506e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 152976 members 
Entering Unmasked Estep 
Score: -21055176.000000 Penalty: 5949.406250
	Iteration 57Q: 3 clusters Score -2.105518e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 153588 members 
Entering Unmasked Estep 
Score: -21055230.000000 Penalty: 5949.406250
	Iteration 58Q: 3 clusters Score -2.105523e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 154172 members 
Entering Unmasked Estep 
Score: -21055258.000000 Penalty: 5949.406250
	Iteration 59Q: 3 clusters Score -2.105526e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 154707 members 
Entering Unmasked Estep 
Score: -21055404.000000 Penalty: 5949.406250
	Iteration 60F: 3 clusters Score -2.10554e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 155234 members 
Entering Unmasked Estep 
Score: -21055476.000000 Penalty: 5949.406250
	Iteration 61Q: 3 clusters Score -2.105548e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 155744 members 
Entering Unmasked Estep 
Score: -21055554.000000 Penalty: 5949.406250
	Iteration 62Q: 3 clusters Score -2.105555e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 156229 members 
Entering Unmasked Estep 
Score: -21055644.000000 Penalty: 5949.406250
	Iteration 63Q: 3 clusters Score -2.105564e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 156674 members 
Entering Unmasked Estep 
Score: -21055698.000000 Penalty: 5949.406250
	Iteration 64Q: 3 clusters Score -2.10557e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 157069 members 
Entering Unmasked Estep 
Score: -21055688.000000 Penalty: 5949.406250
	Iteration 65Q: 3 clusters Score -2.105569e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 157403 members 
Entering Unmasked Estep 
Score: -21055784.000000 Penalty: 5949.406250
	Iteration 66Q: 3 clusters Score -2.105578e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 157698 members 
Entering Unmasked Estep 
Score: -21055882.000000 Penalty: 5949.406250
	Iteration 67Q: 3 clusters Score -2.105588e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 157964 members 
Entering Unmasked Estep 
Score: -21055900.000000 Penalty: 5949.406250
	Iteration 68Q: 3 clusters Score -2.10559e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 158209 members 
Entering Unmasked Estep 
Score: -21055922.000000 Penalty: 5949.406250
	Iteration 69Q: 3 clusters Score -2.105592e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 158424 members 
Entering Unmasked Estep 
Score: -21056000.000000 Penalty: 5949.406250
	Iteration 70Q: 3 clusters Score -2.1056e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 158596 members 
Entering Unmasked Estep 
Score: -21056052.000000 Penalty: 5949.406250
	Iteration 71Q: 3 clusters Score -2.105605e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 158744 members 
Entering Unmasked Estep 
Score: -21056084.000000 Penalty: 5949.406250
	Iteration 72Q: 3 clusters Score -2.105608e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 158879 members 
Entering Unmasked Estep 
Score: -21056056.000000 Penalty: 5949.406250
	Iteration 73Q: 3 clusters Score -2.105606e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 158992 members 
Entering Unmasked Estep 
Score: -21056058.000000 Penalty: 5949.406250
	Iteration 74Q: 3 clusters Score -2.105606e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 159072 members 
Entering Unmasked Estep 
Score: -21056066.000000 Penalty: 5949.406250
	Iteration 75Q: 3 clusters Score -2.105607e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 159147 members 
Entering Unmasked Estep 
Score: -21056086.000000 Penalty: 5949.406250
	Iteration 76Q: 3 clusters Score -2.105609e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 159209 members 
Entering Unmasked Estep 
Score: -21056080.000000 Penalty: 5949.406250
	Iteration 77Q: 3 clusters Score -2.105608e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 159265 members 
Entering Unmasked Estep 
Score: -21056112.000000 Penalty: 5949.406250
	Iteration 78Q: 3 clusters Score -2.105611e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 159314 members 
Entering Unmasked Estep 
Score: -21056132.000000 Penalty: 5949.406250
	Iteration 79Q: 3 clusters Score -2.105613e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 159364 members 
Entering Unmasked Estep 
Score: -21056146.000000 Penalty: 5949.406250
	Iteration 80F: 3 clusters Score -2.105615e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 159418 members 
Entering Unmasked Estep 
Score: -21056146.000000 Penalty: 5949.406250
	Iteration 81Q: 3 clusters Score -2.105615e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 159459 members 
Entering Unmasked Estep 
Score: -21056188.000000 Penalty: 5949.406250
	Iteration 82Q: 3 clusters Score -2.105619e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 159506 members 
Entering Unmasked Estep 
Score: -21056190.000000 Penalty: 5949.406250
	Iteration 83Q: 3 clusters Score -2.105619e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 159550 members 
Entering Unmasked Estep 
Score: -21056194.000000 Penalty: 5949.406250
	Iteration 84Q: 3 clusters Score -2.105619e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 159579 members 
Entering Unmasked Estep 
Score: -21056212.000000 Penalty: 5949.406250
	Iteration 85Q: 3 clusters Score -2.105621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 159603 members 
Entering Unmasked Estep 
Score: -21056188.000000 Penalty: 5949.406250
	Iteration 86Q: 3 clusters Score -2.105619e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 159622 members 
Entering Unmasked Estep 
Score: -21056196.000000 Penalty: 5949.406250
	Iteration 87Q: 3 clusters Score -2.10562e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 159641 members 
Entering Unmasked Estep 
Score: -21056192.000000 Penalty: 5949.406250
	Iteration 88Q: 3 clusters Score -2.105619e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 159657 members 
Entering Unmasked Estep 
Score: -21056188.000000 Penalty: 5949.406250
	Iteration 89Q: 3 clusters Score -2.105619e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 159668 members 
Entering Unmasked Estep 
Score: -21056204.000000 Penalty: 5949.406250
	Iteration 90Q: 3 clusters Score -2.10562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 159677 members 
Entering Unmasked Estep 
Score: -21056210.000000 Penalty: 5949.406250
	Iteration 91Q: 3 clusters Score -2.105621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 159688 members 
Entering Unmasked Estep 
Score: -21056210.000000 Penalty: 5949.406250
	Iteration 92Q: 3 clusters Score -2.105621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 159697 members 
Entering Unmasked Estep 
Score: -21056196.000000 Penalty: 5949.406250
	Iteration 93Q: 3 clusters Score -2.10562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 159704 members 
Entering Unmasked Estep 
Score: -21056216.000000 Penalty: 5949.406250
	Iteration 94Q: 3 clusters Score -2.105622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 159710 members 
Entering Unmasked Estep 
Score: -21056216.000000 Penalty: 5949.406250
	Iteration 95Q: 3 clusters Score -2.105622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 159715 members 
Entering Unmasked Estep 
Score: -21056210.000000 Penalty: 5949.406250
	Iteration 96Q: 3 clusters Score -2.105621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 159718 members 
Entering Unmasked Estep 
Score: -21056222.000000 Penalty: 5949.406250
	Iteration 97Q: 3 clusters Score -2.105622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 159722 members 
Entering Unmasked Estep 
Score: -21056224.000000 Penalty: 5949.406250
	Iteration 98Q: 3 clusters Score -2.105622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 159726 members 
Entering Unmasked Estep 
Score: -21056234.000000 Penalty: 5949.406250
	Iteration 99Q: 3 clusters Score -2.105623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 159730 members 
Entering Unmasked Estep 
Score: -21056216.000000 Penalty: 5949.406250
	Iteration 100F: 3 clusters Score -2.105622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 159738 members 
Entering Unmasked Estep 
Score: -21056208.000000 Penalty: 5949.406250
	Iteration 101Q: 3 clusters Score -2.105621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 159743 members 
Entering Unmasked Estep 
Score: -21056196.000000 Penalty: 5949.406250
	Iteration 102Q: 3 clusters Score -2.10562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 159753 members 
Entering Unmasked Estep 
Score: -21056196.000000 Penalty: 5949.406250
	Iteration 103Q: 3 clusters Score -2.10562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 159761 members 
Entering Unmasked Estep 
Score: -21056208.000000 Penalty: 5949.406250
	Iteration 104Q: 3 clusters Score -2.105621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 159771 members 
Entering Unmasked Estep 
Score: -21056226.000000 Penalty: 5949.406250
	Iteration 105Q: 3 clusters Score -2.105623e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 159792 members 
Entering Unmasked Estep 
Score: -21056226.000000 Penalty: 5949.406250
	Iteration 106Q: 3 clusters Score -2.105623e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 159810 members 
Entering Unmasked Estep 
Score: -21056224.000000 Penalty: 5949.406250
	Iteration 107Q: 3 clusters Score -2.105622e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 159819 members 
Entering Unmasked Estep 
Score: -21056228.000000 Penalty: 5949.406250
	Iteration 108Q: 3 clusters Score -2.105623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 159828 members 
Entering Unmasked Estep 
Score: -21056216.000000 Penalty: 5949.406250
	Iteration 109Q: 3 clusters Score -2.105622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 159835 members 
Entering Unmasked Estep 
Score: -21056194.000000 Penalty: 5949.406250
	Iteration 110Q: 3 clusters Score -2.105619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 159841 members 
Entering Unmasked Estep 
Score: -21056226.000000 Penalty: 5949.406250
	Iteration 111Q: 3 clusters Score -2.105623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 159845 members 
Entering Unmasked Estep 
Score: -21056220.000000 Penalty: 5949.406250
	Iteration 112Q: 3 clusters Score -2.105622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 159846 members 
Entering Unmasked Estep 
Score: -21056218.000000 Penalty: 5949.406250
	Iteration 113Q: 3 clusters Score -2.105622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 159854 members 
Entering Unmasked Estep 
Score: -21056204.000000 Penalty: 5949.406250
	Iteration 114Q: 3 clusters Score -2.10562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 159857 members 
Entering Unmasked Estep 
Score: -21056190.000000 Penalty: 5949.406250
	Iteration 115Q: 3 clusters Score -2.105619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 159861 members 
Entering Unmasked Estep 
Score: -21056188.000000 Penalty: 5949.406250
	Iteration 116Q: 3 clusters Score -2.105619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 159864 members 
Entering Unmasked Estep 
Score: -21056188.000000 Penalty: 5949.406250
	Iteration 117Q: 3 clusters Score -2.105619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 159865 members 
Entering Unmasked Estep 
Score: -21056196.000000 Penalty: 5949.406250
	Iteration 118Q: 3 clusters Score -2.10562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 159866 members 
Entering Unmasked Estep 
Score: -21056198.000000 Penalty: 5949.406250
	Iteration 119Q: 3 clusters Score -2.10562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 159867 members 
Entering Unmasked Estep 
Score: -21056196.000000 Penalty: 5949.406250
	Iteration 120F: 3 clusters Score -2.10562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 159868 members 
Entering Unmasked Estep 
Score: -21056192.000000 Penalty: 5949.406250
	Iteration 121Q: 3 clusters Score -2.105619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 159869 members 
Entering Unmasked Estep 
Score: -21056190.000000 Penalty: 5949.406250
	Iteration 122Q: 3 clusters Score -2.105619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 159870 members 
Entering Unmasked Estep 
Score: -21056192.000000 Penalty: 5949.406250
	Iteration 123Q: 3 clusters Score -2.105619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 159870 members 
Entering Unmasked Estep 
Score: -21056192.000000 Penalty: 5949.406250
	Iteration 124F: 3 clusters Score -2.105619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (274003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274003 members 
Entering Unmasked Estep 
Score: -35646008.000000 Penalty: 3105.181641
	Iteration 0F: 2 clusters Score -3.564601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136311 members 
Mstep: Class 2 contains 137692 members 
Entering Unmasked Estep 
Score: -35474408.000000 Penalty: 6210.363281
	Iteration 0F: 3 clusters Score -3.547441e+07 nChanged 132675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126046 members 
Mstep: Class 2 contains 147957 members 
Entering Unmasked Estep 
Score: -35553900.000000 Penalty: 6210.363281
	Iteration 1F: 3 clusters Score -3.55539e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119662 members 
Mstep: Class 2 contains 154341 members 
Entering Unmasked Estep 
Score: -35555812.000000 Penalty: 6210.363281
	Iteration 2Q: 3 clusters Score -3.555581e+07 nChanged 10834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109604 members 
Mstep: Class 2 contains 164399 members 
Entering Unmasked Estep 
Score: -35559836.000000 Penalty: 6210.363281
	Iteration 3Q: 3 clusters Score -3.555984e+07 nChanged 15436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94342 members 
Mstep: Class 2 contains 179661 members 
Entering Unmasked Estep 
Score: -35568224.000000 Penalty: 6210.363281
	Iteration 4F: 3 clusters Score -3.556822e+07 nChanged 21012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73352 members 
Mstep: Class 2 contains 200651 members 
Entering Unmasked Estep 
Score: -35582400.000000 Penalty: 6210.363281
	Iteration 5F: 3 clusters Score -3.55824e+07 nChanged 24987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 225628 members 
Entering Unmasked Estep 
Score: -35602080.000000 Penalty: 6210.363281
	Iteration 6F: 3 clusters Score -3.560208e+07 nChanged 23030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 248658 members 
Entering Unmasked Estep 
Score: -35620940.000000 Penalty: 6210.363281
	Iteration 7F: 3 clusters Score -3.562094e+07 nChanged 14814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 263472 members 
Entering Unmasked Estep 
Score: -35633392.000000 Penalty: 6210.363281
	Iteration 8F: 3 clusters Score -3.563339e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 270136 members 
Entering Unmasked Estep 
Score: -35639408.000000 Penalty: 6210.363281
	Iteration 9Q: 3 clusters Score -3.563941e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 272556 members 
Entering Unmasked Estep 
Score: -35641772.000000 Penalty: 6210.363281
	Iteration 10Q: 3 clusters Score -3.564177e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 273272 members 
Entering Unmasked Estep 
Score: -35642552.000000 Penalty: 6210.363281
	Iteration 11Q: 3 clusters Score -3.564255e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 273507 members 
Entering Unmasked Estep 
Score: -35642920.000000 Penalty: 6210.363281
	Iteration 12Q: 3 clusters Score -3.564292e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 273589 members 
Entering Unmasked Estep 
Score: -35643032.000000 Penalty: 6210.363281
	Iteration 13Q: 3 clusters Score -3.564303e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 273617 members 
Entering Unmasked Estep 
Score: -35643080.000000 Penalty: 6210.363281
	Iteration 14Q: 3 clusters Score -3.564308e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 273632 members 
Entering Unmasked Estep 
Score: -35643112.000000 Penalty: 6210.363281
	Iteration 15Q: 3 clusters Score -3.564311e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 273642 members 
Entering Unmasked Estep 
Score: -35643148.000000 Penalty: 6210.363281
	Iteration 16Q: 3 clusters Score -3.564315e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 273655 members 
Entering Unmasked Estep 
Score: -35643172.000000 Penalty: 6210.363281
	Iteration 17Q: 3 clusters Score -3.564317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 273661 members 
Entering Unmasked Estep 
Score: -35643188.000000 Penalty: 6210.363281
	Iteration 18Q: 3 clusters Score -3.564319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 273667 members 
Entering Unmasked Estep 
Score: -35643220.000000 Penalty: 6210.363281
	Iteration 19Q: 3 clusters Score -3.564322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 273671 members 
Entering Unmasked Estep 
Score: -35643204.000000 Penalty: 6210.363281
	Iteration 20F: 3 clusters Score -3.56432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 273672 members 
Entering Unmasked Estep 
Score: -35643208.000000 Penalty: 6210.363281
	Iteration 21Q: 3 clusters Score -3.564321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 273675 members 
Entering Unmasked Estep 
Score: -35643220.000000 Penalty: 6210.363281
	Iteration 22Q: 3 clusters Score -3.564322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 273675 members 
Entering Unmasked Estep 
Score: -35643208.000000 Penalty: 6210.363281
	Iteration 23Q: 3 clusters Score -3.564321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 273677 members 
Entering Unmasked Estep 
Score: -35643216.000000 Penalty: 6210.363281
	Iteration 24Q: 3 clusters Score -3.564322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 273680 members 
Entering Unmasked Estep 
Score: -35643240.000000 Penalty: 6210.363281
	Iteration 25Q: 3 clusters Score -3.564324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 273685 members 
Entering Unmasked Estep 
Score: -35643248.000000 Penalty: 6210.363281
	Iteration 26Q: 3 clusters Score -3.564325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 273686 members 
Entering Unmasked Estep 
Score: -35643268.000000 Penalty: 6210.363281
	Iteration 27Q: 3 clusters Score -3.564327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 273690 members 
Entering Unmasked Estep 
Score: -35643264.000000 Penalty: 6210.363281
	Iteration 28Q: 3 clusters Score -3.564326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 273690 members 
Entering Unmasked Estep 
Score: -35643264.000000 Penalty: 6210.363281
	Iteration 29F: 3 clusters Score -3.564326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Entering Unmasked Estep 
Score: -1663305.875000 Penalty: 2355.912354
	Iteration 0F: 2 clusters Score -1663306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1653463.250000 Penalty: 4711.824707
	Iteration 0F: 3 clusters Score -1653463 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1656564.750000 Penalty: 4711.824707
	Iteration 1F: 3 clusters Score -1656565 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1656935.625000 Penalty: 4711.824707
	Iteration 2F: 3 clusters Score -1656936 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1657174.250000 Penalty: 4711.824707
	Iteration 3Q: 3 clusters Score -1657174 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1657335.625000 Penalty: 4711.824707
	Iteration 4Q: 3 clusters Score -1657336 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1657468.875000 Penalty: 4711.824707
	Iteration 5Q: 3 clusters Score -1657469 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1657592.750000 Penalty: 4711.824707
	Iteration 6Q: 3 clusters Score -1657593 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1657698.125000 Penalty: 4711.824707
	Iteration 7Q: 3 clusters Score -1657698 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1657807.125000 Penalty: 4711.824707
	Iteration 8Q: 3 clusters Score -1657807 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1657900.375000 Penalty: 4711.824707
	Iteration 9Q: 3 clusters Score -1657900 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1657984.125000 Penalty: 4711.824707
	Iteration 10Q: 3 clusters Score -1657984 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1658065.000000 Penalty: 4711.824707
	Iteration 11Q: 3 clusters Score -1658065 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1658136.625000 Penalty: 4711.824707
	Iteration 12Q: 3 clusters Score -1658137 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1658236.750000 Penalty: 4711.824707
	Iteration 13Q: 3 clusters Score -1658237 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1658343.375000 Penalty: 4711.824707
	Iteration 14Q: 3 clusters Score -1658343 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1658469.625000 Penalty: 4711.824707
	Iteration 15Q: 3 clusters Score -1658470 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1658618.750000 Penalty: 4711.824707
	Iteration 16Q: 3 clusters Score -1658619 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1658797.500000 Penalty: 4711.824707
	Iteration 17Q: 3 clusters Score -1658798 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1659007.625000 Penalty: 4711.824707
	Iteration 18Q: 3 clusters Score -1659008 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1659226.500000 Penalty: 4711.824707
	Iteration 19Q: 3 clusters Score -1659226 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1659433.125000 Penalty: 4711.824707
	Iteration 20F: 3 clusters Score -1659433 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1659615.875000 Penalty: 4711.824707
	Iteration 21Q: 3 clusters Score -1659616 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1659776.125000 Penalty: 4711.824707
	Iteration 22Q: 3 clusters Score -1659776 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1659897.500000 Penalty: 4711.824707
	Iteration 23Q: 3 clusters Score -1659898 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1659975.500000 Penalty: 4711.824707
	Iteration 24Q: 3 clusters Score -1659976 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1660041.375000 Penalty: 4711.824707
	Iteration 25Q: 3 clusters Score -1660041 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1660084.000000 Penalty: 4711.824707
	Iteration 26Q: 3 clusters Score -1660084 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1660126.500000 Penalty: 4711.824707
	Iteration 27Q: 3 clusters Score -1660126 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1660160.125000 Penalty: 4711.824707
	Iteration 28Q: 3 clusters Score -1660160 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1660182.000000 Penalty: 4711.824707
	Iteration 29Q: 3 clusters Score -1660182 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1660214.750000 Penalty: 4711.824707
	Iteration 30Q: 3 clusters Score -1660215 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1660233.500000 Penalty: 4711.824707
	Iteration 31Q: 3 clusters Score -1660234 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1660256.375000 Penalty: 4711.824707
	Iteration 32Q: 3 clusters Score -1660256 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1660284.000000 Penalty: 4711.824707
	Iteration 33Q: 3 clusters Score -1660284 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1660319.750000 Penalty: 4711.824707
	Iteration 34Q: 3 clusters Score -1660320 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1660360.125000 Penalty: 4711.824707
	Iteration 35Q: 3 clusters Score -1660360 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1660392.875000 Penalty: 4711.824707
	Iteration 36Q: 3 clusters Score -1660393 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1660412.375000 Penalty: 4711.824707
	Iteration 37Q: 3 clusters Score -1660412 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1660440.000000 Penalty: 4711.824707
	Iteration 38Q: 3 clusters Score -1660440 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1660468.000000 Penalty: 4711.824707
	Iteration 39Q: 3 clusters Score -1660468 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1660489.875000 Penalty: 4711.824707
	Iteration 40F: 3 clusters Score -1660490 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1660521.000000 Penalty: 4711.824707
	Iteration 41Q: 3 clusters Score -1660521 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1660548.625000 Penalty: 4711.824707
	Iteration 42Q: 3 clusters Score -1660549 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1660573.250000 Penalty: 4711.824707
	Iteration 43Q: 3 clusters Score -1660573 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1660606.750000 Penalty: 4711.824707
	Iteration 44Q: 3 clusters Score -1660607 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1660627.500000 Penalty: 4711.824707
	Iteration 45Q: 3 clusters Score -1660628 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1660658.125000 Penalty: 4711.824707
	Iteration 46Q: 3 clusters Score -1660658 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1660694.000000 Penalty: 4711.824707
	Iteration 47Q: 3 clusters Score -1660694 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1660714.500000 Penalty: 4711.824707
	Iteration 48Q: 3 clusters Score -1660714 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1660745.375000 Penalty: 4711.824707
	Iteration 49Q: 3 clusters Score -1660745 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1660775.250000 Penalty: 4711.824707
	Iteration 50Q: 3 clusters Score -1660775 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1660812.125000 Penalty: 4711.824707
	Iteration 51Q: 3 clusters Score -1660812 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1660850.875000 Penalty: 4711.824707
	Iteration 52Q: 3 clusters Score -1660851 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1660878.500000 Penalty: 4711.824707
	Iteration 53Q: 3 clusters Score -1660878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1660904.000000 Penalty: 4711.824707
	Iteration 54Q: 3 clusters Score -1660904 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1660931.375000 Penalty: 4711.824707
	Iteration 55Q: 3 clusters Score -1660931 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1660961.875000 Penalty: 4711.824707
	Iteration 56Q: 3 clusters Score -1660962 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1661000.500000 Penalty: 4711.824707
	Iteration 57Q: 3 clusters Score -1661000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1661031.375000 Penalty: 4711.824707
	Iteration 58Q: 3 clusters Score -1661031 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1661063.000000 Penalty: 4711.824707
	Iteration 59Q: 3 clusters Score -1661063 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1661099.375000 Penalty: 4711.824707
	Iteration 60F: 3 clusters Score -1661099 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1661123.625000 Penalty: 4711.824707
	Iteration 61Q: 3 clusters Score -1661124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1661153.375000 Penalty: 4711.824707
	Iteration 62Q: 3 clusters Score -1661153 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1661179.500000 Penalty: 4711.824707
	Iteration 63Q: 3 clusters Score -1661180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1661196.750000 Penalty: 4711.824707
	Iteration 64Q: 3 clusters Score -1661197 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1661214.000000 Penalty: 4711.824707
	Iteration 65Q: 3 clusters Score -1661214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1661235.500000 Penalty: 4711.824707
	Iteration 66Q: 3 clusters Score -1661236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1661259.750000 Penalty: 4711.824707
	Iteration 67Q: 3 clusters Score -1661260 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1661293.875000 Penalty: 4711.824707
	Iteration 68Q: 3 clusters Score -1661294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1661309.000000 Penalty: 4711.824707
	Iteration 69Q: 3 clusters Score -1661309 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1661338.000000 Penalty: 4711.824707
	Iteration 70Q: 3 clusters Score -1661338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1661372.875000 Penalty: 4711.824707
	Iteration 71Q: 3 clusters Score -1661373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1661392.625000 Penalty: 4711.824707
	Iteration 72Q: 3 clusters Score -1661393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1661415.625000 Penalty: 4711.824707
	Iteration 73Q: 3 clusters Score -1661416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1661441.875000 Penalty: 4711.824707
	Iteration 74Q: 3 clusters Score -1661442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1661462.500000 Penalty: 4711.824707
	Iteration 75Q: 3 clusters Score -1661462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1661472.875000 Penalty: 4711.824707
	Iteration 76Q: 3 clusters Score -1661473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1661492.125000 Penalty: 4711.824707
	Iteration 77Q: 3 clusters Score -1661492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1661506.125000 Penalty: 4711.824707
	Iteration 78Q: 3 clusters Score -1661506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1661517.250000 Penalty: 4711.824707
	Iteration 79Q: 3 clusters Score -1661517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1661524.250000 Penalty: 4711.824707
	Iteration 80F: 3 clusters Score -1661524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1661532.875000 Penalty: 4711.824707
	Iteration 81Q: 3 clusters Score -1661533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1661540.375000 Penalty: 4711.824707
	Iteration 82Q: 3 clusters Score -1661540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1661547.625000 Penalty: 4711.824707
	Iteration 83Q: 3 clusters Score -1661548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1661553.750000 Penalty: 4711.824707
	Iteration 84Q: 3 clusters Score -1661554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1661559.750000 Penalty: 4711.824707
	Iteration 85Q: 3 clusters Score -1661560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1661560.375000 Penalty: 4711.824707
	Iteration 86Q: 3 clusters Score -1661560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1661559.875000 Penalty: 4711.824707
	Iteration 87Q: 3 clusters Score -1661560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1661560.875000 Penalty: 4711.824707
	Iteration 88Q: 3 clusters Score -1661561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1661560.875000 Penalty: 4711.824707
	Iteration 89F: 3 clusters Score -1661561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -111942.437500 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -111942.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -110009.679688 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -110009.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -110441.015625 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -110441 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -110721.617188 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -110721.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -110983.210938 Penalty: 3432.653076
	Iteration 3F: 3 clusters Score -110983.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -111156.273438 Penalty: 3432.653076
	Iteration 4F: 3 clusters Score -111156.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -111268.765625 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -111268.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -111333.453125 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -111333.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -111385.132812 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -111385.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -111409.882812 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -111409.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -111423.000000 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -111423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -111437.109375 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -111437.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -111460.632812 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -111460.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -111484.968750 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -111485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -111522.898438 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -111522.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -111552.828125 Penalty: 3432.653076
	Iteration 14Q: 3 clusters Score -111552.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -111567.226562 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -111567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -111577.250000 Penalty: 3432.653076
	Iteration 16Q: 3 clusters Score -111577.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -111609.875000 Penalty: 3432.653076
	Iteration 17Q: 3 clusters Score -111609.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -111639.851562 Penalty: 3432.653076
	Iteration 18Q: 3 clusters Score -111639.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -111661.859375 Penalty: 3432.653076
	Iteration 19Q: 3 clusters Score -111661.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -111679.921875 Penalty: 3432.653076
	Iteration 20F: 3 clusters Score -111679.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -111692.835938 Penalty: 3432.653076
	Iteration 21Q: 3 clusters Score -111692.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -111703.023438 Penalty: 3432.653076
	Iteration 22Q: 3 clusters Score -111703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -111703.921875 Penalty: 3432.653076
	Iteration 23Q: 3 clusters Score -111703.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -111703.921875 Penalty: 3432.653076
	Iteration 24F: 3 clusters Score -111703.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -290725.968750 Penalty: 1920.223389
	Iteration 0F: 2 clusters Score -290726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -287906.187500 Penalty: 3840.446777
	Iteration 0F: 3 clusters Score -287906.2 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -288442.437500 Penalty: 3840.446777
	Iteration 1F: 3 clusters Score -288442.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -288580.250000 Penalty: 3840.446777
	Iteration 2F: 3 clusters Score -288580.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -288649.093750 Penalty: 3840.446777
	Iteration 3Q: 3 clusters Score -288649.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -288698.593750 Penalty: 3840.446777
	Iteration 4Q: 3 clusters Score -288698.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -288724.593750 Penalty: 3840.446777
	Iteration 5Q: 3 clusters Score -288724.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -288741.437500 Penalty: 3840.446777
	Iteration 6Q: 3 clusters Score -288741.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -288759.406250 Penalty: 3840.446777
	Iteration 7Q: 3 clusters Score -288759.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -288774.718750 Penalty: 3840.446777
	Iteration 8Q: 3 clusters Score -288774.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -288791.187500 Penalty: 3840.446777
	Iteration 9Q: 3 clusters Score -288791.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -288803.125000 Penalty: 3840.446777
	Iteration 10Q: 3 clusters Score -288803.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -288812.312500 Penalty: 3840.446777
	Iteration 11Q: 3 clusters Score -288812.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -288823.343750 Penalty: 3840.446777
	Iteration 12Q: 3 clusters Score -288823.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -288828.625000 Penalty: 3840.446777
	Iteration 13Q: 3 clusters Score -288828.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -288832.375000 Penalty: 3840.446777
	Iteration 14Q: 3 clusters Score -288832.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -288836.968750 Penalty: 3840.446777
	Iteration 15Q: 3 clusters Score -288837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -288842.906250 Penalty: 3840.446777
	Iteration 16Q: 3 clusters Score -288842.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -288854.187500 Penalty: 3840.446777
	Iteration 17Q: 3 clusters Score -288854.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -288867.218750 Penalty: 3840.446777
	Iteration 18Q: 3 clusters Score -288867.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -288887.062500 Penalty: 3840.446777
	Iteration 19Q: 3 clusters Score -288887.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -288906.437500 Penalty: 3840.446777
	Iteration 20F: 3 clusters Score -288906.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -288921.687500 Penalty: 3840.446777
	Iteration 21Q: 3 clusters Score -288921.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -288934.375000 Penalty: 3840.446777
	Iteration 22Q: 3 clusters Score -288934.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -288946.437500 Penalty: 3840.446777
	Iteration 23Q: 3 clusters Score -288946.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -288955.218750 Penalty: 3840.446777
	Iteration 24Q: 3 clusters Score -288955.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -288961.718750 Penalty: 3840.446777
	Iteration 25Q: 3 clusters Score -288961.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -288971.312500 Penalty: 3840.446777
	Iteration 26Q: 3 clusters Score -288971.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -288981.500000 Penalty: 3840.446777
	Iteration 27Q: 3 clusters Score -288981.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -288994.562500 Penalty: 3840.446777
	Iteration 28Q: 3 clusters Score -288994.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -289001.250000 Penalty: 3840.446777
	Iteration 29Q: 3 clusters Score -289001.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -289009.093750 Penalty: 3840.446777
	Iteration 30Q: 3 clusters Score -289009.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -289019.062500 Penalty: 3840.446777
	Iteration 31Q: 3 clusters Score -289019.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -289025.968750 Penalty: 3840.446777
	Iteration 32Q: 3 clusters Score -289026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -289031.250000 Penalty: 3840.446777
	Iteration 33Q: 3 clusters Score -289031.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -289036.187500 Penalty: 3840.446777
	Iteration 34Q: 3 clusters Score -289036.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -289041.750000 Penalty: 3840.446777
	Iteration 35Q: 3 clusters Score -289041.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -289054.875000 Penalty: 3840.446777
	Iteration 36Q: 3 clusters Score -289054.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -289064.656250 Penalty: 3840.446777
	Iteration 37Q: 3 clusters Score -289064.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -289073.031250 Penalty: 3840.446777
	Iteration 38Q: 3 clusters Score -289073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -289081.218750 Penalty: 3840.446777
	Iteration 39Q: 3 clusters Score -289081.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -289087.437500 Penalty: 3840.446777
	Iteration 40F: 3 clusters Score -289087.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -289093.906250 Penalty: 3840.446777
	Iteration 41Q: 3 clusters Score -289093.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -289100.312500 Penalty: 3840.446777
	Iteration 42Q: 3 clusters Score -289100.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -289105.375000 Penalty: 3840.446777
	Iteration 43Q: 3 clusters Score -289105.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -289112.250000 Penalty: 3840.446777
	Iteration 44Q: 3 clusters Score -289112.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -289119.156250 Penalty: 3840.446777
	Iteration 45Q: 3 clusters Score -289119.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -289125.093750 Penalty: 3840.446777
	Iteration 46Q: 3 clusters Score -289125.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -289131.343750 Penalty: 3840.446777
	Iteration 47Q: 3 clusters Score -289131.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -289135.718750 Penalty: 3840.446777
	Iteration 48Q: 3 clusters Score -289135.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -289138.500000 Penalty: 3840.446777
	Iteration 49Q: 3 clusters Score -289138.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -289140.156250 Penalty: 3840.446777
	Iteration 50Q: 3 clusters Score -289140.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -289141.625000 Penalty: 3840.446777
	Iteration 51Q: 3 clusters Score -289141.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -289142.718750 Penalty: 3840.446777
	Iteration 52Q: 3 clusters Score -289142.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -289144.500000 Penalty: 3840.446777
	Iteration 53Q: 3 clusters Score -289144.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -289145.531250 Penalty: 3840.446777
	Iteration 54Q: 3 clusters Score -289145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -289146.250000 Penalty: 3840.446777
	Iteration 55Q: 3 clusters Score -289146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -289147.125000 Penalty: 3840.446777
	Iteration 56Q: 3 clusters Score -289147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -289147.812500 Penalty: 3840.446777
	Iteration 57Q: 3 clusters Score -289147.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -289147.812500 Penalty: 3840.446777
	Iteration 58F: 3 clusters Score -289147.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -290043.406250 Penalty: 1919.036987
	Iteration 0F: 2 clusters Score -290043.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -287259.250000 Penalty: 3838.073975
	Iteration 0F: 3 clusters Score -287259.2 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -287829.031250 Penalty: 3838.073975
	Iteration 1F: 3 clusters Score -287829 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -287960.656250 Penalty: 3838.073975
	Iteration 2F: 3 clusters Score -287960.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -288011.937500 Penalty: 3838.073975
	Iteration 3Q: 3 clusters Score -288011.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -288053.406250 Penalty: 3838.073975
	Iteration 4Q: 3 clusters Score -288053.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -288081.875000 Penalty: 3838.073975
	Iteration 5Q: 3 clusters Score -288081.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -288095.968750 Penalty: 3838.073975
	Iteration 6Q: 3 clusters Score -288096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -288111.031250 Penalty: 3838.073975
	Iteration 7Q: 3 clusters Score -288111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -288120.750000 Penalty: 3838.073975
	Iteration 8Q: 3 clusters Score -288120.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -288126.718750 Penalty: 3838.073975
	Iteration 9Q: 3 clusters Score -288126.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -288132.750000 Penalty: 3838.073975
	Iteration 10Q: 3 clusters Score -288132.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -288145.781250 Penalty: 3838.073975
	Iteration 11Q: 3 clusters Score -288145.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -288159.125000 Penalty: 3838.073975
	Iteration 12Q: 3 clusters Score -288159.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -288170.906250 Penalty: 3838.073975
	Iteration 13Q: 3 clusters Score -288170.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -288175.937500 Penalty: 3838.073975
	Iteration 14Q: 3 clusters Score -288175.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -288181.281250 Penalty: 3838.073975
	Iteration 15Q: 3 clusters Score -288181.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -288184.125000 Penalty: 3838.073975
	Iteration 16Q: 3 clusters Score -288184.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -288187.343750 Penalty: 3838.073975
	Iteration 17Q: 3 clusters Score -288187.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -288188.406250 Penalty: 3838.073975
	Iteration 18Q: 3 clusters Score -288188.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -288190.531250 Penalty: 3838.073975
	Iteration 19Q: 3 clusters Score -288190.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -288192.625000 Penalty: 3838.073975
	Iteration 20F: 3 clusters Score -288192.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -288194.625000 Penalty: 3838.073975
	Iteration 21Q: 3 clusters Score -288194.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -288196.000000 Penalty: 3838.073975
	Iteration 22Q: 3 clusters Score -288196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -288196.281250 Penalty: 3838.073975
	Iteration 23Q: 3 clusters Score -288196.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -288196.281250 Penalty: 3838.073975
	Iteration 24F: 3 clusters Score -288196.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Entering Unmasked Estep 
Score: -6983992.500000 Penalty: 2705.476562
	Iteration 0F: 2 clusters Score -6983992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -6947181.500000 Penalty: 5410.953125
	Iteration 0F: 3 clusters Score -6947182 nChanged 25424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -6961302.500000 Penalty: 5410.953125
	Iteration 1F: 3 clusters Score -6961302 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -6961740.500000 Penalty: 5410.953125
	Iteration 2Q: 3 clusters Score -6961740 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -6962271.500000 Penalty: 5410.953125
	Iteration 3Q: 3 clusters Score -6962272 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -6962777.000000 Penalty: 5410.953125
	Iteration 4Q: 3 clusters Score -6962777 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -6963420.000000 Penalty: 5410.953125
	Iteration 5Q: 3 clusters Score -6963420 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -6964563.500000 Penalty: 5410.953125
	Iteration 6Q: 3 clusters Score -6964564 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -6966576.000000 Penalty: 5410.953125
	Iteration 7F: 3 clusters Score -6966576 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -6969798.000000 Penalty: 5410.953125
	Iteration 8F: 3 clusters Score -6969798 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -6974024.500000 Penalty: 5410.953125
	Iteration 9F: 3 clusters Score -6974024 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -6977991.500000 Penalty: 5410.953125
	Iteration 10F: 3 clusters Score -6977992 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6980333.500000 Penalty: 5410.953125
	Iteration 11Q: 3 clusters Score -6980334 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6981242.000000 Penalty: 5410.953125
	Iteration 12Q: 3 clusters Score -6981242 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6981543.500000 Penalty: 5410.953125
	Iteration 13Q: 3 clusters Score -6981544 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6981654.500000 Penalty: 5410.953125
	Iteration 14Q: 3 clusters Score -6981654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6981717.000000 Penalty: 5410.953125
	Iteration 15Q: 3 clusters Score -6981717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6981751.500000 Penalty: 5410.953125
	Iteration 16Q: 3 clusters Score -6981752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54451 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6981786.000000 Penalty: 5410.953125
	Iteration 17Q: 3 clusters Score -6981786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6981792.500000 Penalty: 5410.953125
	Iteration 18Q: 3 clusters Score -6981792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6981806.500000 Penalty: 5410.953125
	Iteration 19Q: 3 clusters Score -6981806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6981807.500000 Penalty: 5410.953125
	Iteration 20F: 3 clusters Score -6981808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6981813.000000 Penalty: 5410.953125
	Iteration 21Q: 3 clusters Score -6981813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6981812.500000 Penalty: 5410.953125
	Iteration 22Q: 3 clusters Score -6981812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6981818.000000 Penalty: 5410.953125
	Iteration 23Q: 3 clusters Score -6981818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6981825.500000 Penalty: 5410.953125
	Iteration 24Q: 3 clusters Score -6981826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6981832.000000 Penalty: 5410.953125
	Iteration 25Q: 3 clusters Score -6981832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6981836.500000 Penalty: 5410.953125
	Iteration 26Q: 3 clusters Score -6981836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6981832.500000 Penalty: 5410.953125
	Iteration 27Q: 3 clusters Score -6981832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6981832.500000 Penalty: 5410.953125
	Iteration 28F: 3 clusters Score -6981832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Entering Unmasked Estep 
Score: -754677.750000 Penalty: 2148.644287
	Iteration 0F: 2 clusters Score -754677.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -749656.375000 Penalty: 4297.288574
	Iteration 0F: 3 clusters Score -749656.4 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -750837.875000 Penalty: 4297.288574
	Iteration 1F: 3 clusters Score -750837.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -751059.187500 Penalty: 4297.288574
	Iteration 2F: 3 clusters Score -751059.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -751191.875000 Penalty: 4297.288574
	Iteration 3Q: 3 clusters Score -751191.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -751281.625000 Penalty: 4297.288574
	Iteration 4Q: 3 clusters Score -751281.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -751342.312500 Penalty: 4297.288574
	Iteration 5Q: 3 clusters Score -751342.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -751394.250000 Penalty: 4297.288574
	Iteration 6Q: 3 clusters Score -751394.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -751440.937500 Penalty: 4297.288574
	Iteration 7Q: 3 clusters Score -751440.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -751481.562500 Penalty: 4297.288574
	Iteration 8Q: 3 clusters Score -751481.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -751518.937500 Penalty: 4297.288574
	Iteration 9Q: 3 clusters Score -751518.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -751552.812500 Penalty: 4297.288574
	Iteration 10Q: 3 clusters Score -751552.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -751586.750000 Penalty: 4297.288574
	Iteration 11Q: 3 clusters Score -751586.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -751630.000000 Penalty: 4297.288574
	Iteration 12Q: 3 clusters Score -751630 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -751673.625000 Penalty: 4297.288574
	Iteration 13Q: 3 clusters Score -751673.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -751720.812500 Penalty: 4297.288574
	Iteration 14Q: 3 clusters Score -751720.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -751759.250000 Penalty: 4297.288574
	Iteration 15Q: 3 clusters Score -751759.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -751805.312500 Penalty: 4297.288574
	Iteration 16Q: 3 clusters Score -751805.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -751849.312500 Penalty: 4297.288574
	Iteration 17Q: 3 clusters Score -751849.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -751891.562500 Penalty: 4297.288574
	Iteration 18Q: 3 clusters Score -751891.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -751927.562500 Penalty: 4297.288574
	Iteration 19Q: 3 clusters Score -751927.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -751966.875000 Penalty: 4297.288574
	Iteration 20F: 3 clusters Score -751966.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -752021.500000 Penalty: 4297.288574
	Iteration 21Q: 3 clusters Score -752021.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -752079.312500 Penalty: 4297.288574
	Iteration 22Q: 3 clusters Score -752079.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -752140.000000 Penalty: 4297.288574
	Iteration 23Q: 3 clusters Score -752140 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -752195.437500 Penalty: 4297.288574
	Iteration 24Q: 3 clusters Score -752195.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -752248.125000 Penalty: 4297.288574
	Iteration 25Q: 3 clusters Score -752248.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -752294.312500 Penalty: 4297.288574
	Iteration 26Q: 3 clusters Score -752294.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -752342.312500 Penalty: 4297.288574
	Iteration 27Q: 3 clusters Score -752342.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -752393.500000 Penalty: 4297.288574
	Iteration 28Q: 3 clusters Score -752393.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -752444.625000 Penalty: 4297.288574
	Iteration 29Q: 3 clusters Score -752444.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -752486.687500 Penalty: 4297.288574
	Iteration 30Q: 3 clusters Score -752486.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -752525.000000 Penalty: 4297.288574
	Iteration 31Q: 3 clusters Score -752525 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -752564.875000 Penalty: 4297.288574
	Iteration 32Q: 3 clusters Score -752564.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -752600.062500 Penalty: 4297.288574
	Iteration 33Q: 3 clusters Score -752600.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -752626.625000 Penalty: 4297.288574
	Iteration 34Q: 3 clusters Score -752626.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -752653.312500 Penalty: 4297.288574
	Iteration 35Q: 3 clusters Score -752653.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -752671.500000 Penalty: 4297.288574
	Iteration 36Q: 3 clusters Score -752671.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -752688.687500 Penalty: 4297.288574
	Iteration 37Q: 3 clusters Score -752688.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -752703.125000 Penalty: 4297.288574
	Iteration 38Q: 3 clusters Score -752703.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -752714.500000 Penalty: 4297.288574
	Iteration 39Q: 3 clusters Score -752714.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -752727.812500 Penalty: 4297.288574
	Iteration 40F: 3 clusters Score -752727.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -752746.000000 Penalty: 4297.288574
	Iteration 41Q: 3 clusters Score -752746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -752760.250000 Penalty: 4297.288574
	Iteration 42Q: 3 clusters Score -752760.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -752765.187500 Penalty: 4297.288574
	Iteration 43Q: 3 clusters Score -752765.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -752774.125000 Penalty: 4297.288574
	Iteration 44Q: 3 clusters Score -752774.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -752776.375000 Penalty: 4297.288574
	Iteration 45Q: 3 clusters Score -752776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -752776.375000 Penalty: 4297.288574
	Iteration 46F: 3 clusters Score -752776.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Entering Unmasked Estep 
Score: -1380611.000000 Penalty: 2307.620850
	Iteration 0F: 2 clusters Score -1380611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1372322.125000 Penalty: 4615.241699
	Iteration 0F: 3 clusters Score -1372322 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1374773.125000 Penalty: 4615.241699
	Iteration 1F: 3 clusters Score -1374773 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1375095.375000 Penalty: 4615.241699
	Iteration 2F: 3 clusters Score -1375095 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1375326.875000 Penalty: 4615.241699
	Iteration 3F: 3 clusters Score -1375327 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1375504.625000 Penalty: 4615.241699
	Iteration 4Q: 3 clusters Score -1375505 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1375644.375000 Penalty: 4615.241699
	Iteration 5Q: 3 clusters Score -1375644 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1375744.375000 Penalty: 4615.241699
	Iteration 6Q: 3 clusters Score -1375744 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1375842.375000 Penalty: 4615.241699
	Iteration 7Q: 3 clusters Score -1375842 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1375930.000000 Penalty: 4615.241699
	Iteration 8Q: 3 clusters Score -1375930 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1376005.250000 Penalty: 4615.241699
	Iteration 9Q: 3 clusters Score -1376005 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1376078.500000 Penalty: 4615.241699
	Iteration 10Q: 3 clusters Score -1376078 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1376140.625000 Penalty: 4615.241699
	Iteration 11Q: 3 clusters Score -1376141 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1376211.000000 Penalty: 4615.241699
	Iteration 12Q: 3 clusters Score -1376211 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1376274.000000 Penalty: 4615.241699
	Iteration 13Q: 3 clusters Score -1376274 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1376331.250000 Penalty: 4615.241699
	Iteration 14Q: 3 clusters Score -1376331 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1376393.125000 Penalty: 4615.241699
	Iteration 15Q: 3 clusters Score -1376393 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1376457.875000 Penalty: 4615.241699
	Iteration 16Q: 3 clusters Score -1376458 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1376536.125000 Penalty: 4615.241699
	Iteration 17Q: 3 clusters Score -1376536 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1376621.375000 Penalty: 4615.241699
	Iteration 18Q: 3 clusters Score -1376621 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1376711.500000 Penalty: 4615.241699
	Iteration 19Q: 3 clusters Score -1376712 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1376795.500000 Penalty: 4615.241699
	Iteration 20F: 3 clusters Score -1376796 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1376882.000000 Penalty: 4615.241699
	Iteration 21Q: 3 clusters Score -1376882 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1376956.875000 Penalty: 4615.241699
	Iteration 22Q: 3 clusters Score -1376957 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1377037.375000 Penalty: 4615.241699
	Iteration 23Q: 3 clusters Score -1377037 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1377139.500000 Penalty: 4615.241699
	Iteration 24Q: 3 clusters Score -1377140 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1377246.250000 Penalty: 4615.241699
	Iteration 25Q: 3 clusters Score -1377246 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1377366.000000 Penalty: 4615.241699
	Iteration 26Q: 3 clusters Score -1377366 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1377480.750000 Penalty: 4615.241699
	Iteration 27Q: 3 clusters Score -1377481 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1377585.125000 Penalty: 4615.241699
	Iteration 28Q: 3 clusters Score -1377585 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1377671.750000 Penalty: 4615.241699
	Iteration 29Q: 3 clusters Score -1377672 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1377757.625000 Penalty: 4615.241699
	Iteration 30Q: 3 clusters Score -1377758 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1377835.625000 Penalty: 4615.241699
	Iteration 31Q: 3 clusters Score -1377836 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1377927.250000 Penalty: 4615.241699
	Iteration 32Q: 3 clusters Score -1377927 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1378007.750000 Penalty: 4615.241699
	Iteration 33Q: 3 clusters Score -1378008 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1378078.125000 Penalty: 4615.241699
	Iteration 34Q: 3 clusters Score -1378078 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1378147.750000 Penalty: 4615.241699
	Iteration 35Q: 3 clusters Score -1378148 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1378200.625000 Penalty: 4615.241699
	Iteration 36Q: 3 clusters Score -1378201 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1378262.125000 Penalty: 4615.241699
	Iteration 37Q: 3 clusters Score -1378262 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1378312.500000 Penalty: 4615.241699
	Iteration 38Q: 3 clusters Score -1378312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1378352.875000 Penalty: 4615.241699
	Iteration 39Q: 3 clusters Score -1378353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1378380.125000 Penalty: 4615.241699
	Iteration 40F: 3 clusters Score -1378380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1378392.750000 Penalty: 4615.241699
	Iteration 41Q: 3 clusters Score -1378393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1378409.625000 Penalty: 4615.241699
	Iteration 42Q: 3 clusters Score -1378410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1378427.125000 Penalty: 4615.241699
	Iteration 43Q: 3 clusters Score -1378427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1378445.625000 Penalty: 4615.241699
	Iteration 44Q: 3 clusters Score -1378446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1378457.375000 Penalty: 4615.241699
	Iteration 45Q: 3 clusters Score -1378457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1378469.000000 Penalty: 4615.241699
	Iteration 46Q: 3 clusters Score -1378469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1378476.625000 Penalty: 4615.241699
	Iteration 47Q: 3 clusters Score -1378477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1378481.625000 Penalty: 4615.241699
	Iteration 48Q: 3 clusters Score -1378482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1378485.625000 Penalty: 4615.241699
	Iteration 49Q: 3 clusters Score -1378486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1378490.375000 Penalty: 4615.241699
	Iteration 50Q: 3 clusters Score -1378490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1378493.875000 Penalty: 4615.241699
	Iteration 51Q: 3 clusters Score -1378494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1378496.375000 Penalty: 4615.241699
	Iteration 52Q: 3 clusters Score -1378496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1378499.750000 Penalty: 4615.241699
	Iteration 53Q: 3 clusters Score -1378500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1378503.750000 Penalty: 4615.241699
	Iteration 54Q: 3 clusters Score -1378504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1378512.500000 Penalty: 4615.241699
	Iteration 55Q: 3 clusters Score -1378512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1378519.500000 Penalty: 4615.241699
	Iteration 56Q: 3 clusters Score -1378520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1378522.125000 Penalty: 4615.241699
	Iteration 57Q: 3 clusters Score -1378522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1378527.000000 Penalty: 4615.241699
	Iteration 58Q: 3 clusters Score -1378527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1378530.000000 Penalty: 4615.241699
	Iteration 59Q: 3 clusters Score -1378530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1378532.000000 Penalty: 4615.241699
	Iteration 60F: 3 clusters Score -1378532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1378534.375000 Penalty: 4615.241699
	Iteration 61Q: 3 clusters Score -1378534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1378535.500000 Penalty: 4615.241699
	Iteration 62Q: 3 clusters Score -1378536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1378540.250000 Penalty: 4615.241699
	Iteration 63Q: 3 clusters Score -1378540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1378541.875000 Penalty: 4615.241699
	Iteration 64Q: 3 clusters Score -1378542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1378543.000000 Penalty: 4615.241699
	Iteration 65Q: 3 clusters Score -1378543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1378544.375000 Penalty: 4615.241699
	Iteration 66Q: 3 clusters Score -1378544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1378546.625000 Penalty: 4615.241699
	Iteration 67Q: 3 clusters Score -1378547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1378546.625000 Penalty: 4615.241699
	Iteration 68F: 3 clusters Score -1378547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Entering Unmasked Estep 
Score: -735842.375000 Penalty: 2141.209473
	Iteration 0F: 2 clusters Score -735842.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -730895.437500 Penalty: 4282.418945
	Iteration 0F: 3 clusters Score -730895.4 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -732100.687500 Penalty: 4282.418945
	Iteration 1F: 3 clusters Score -732100.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -732316.875000 Penalty: 4282.418945
	Iteration 2F: 3 clusters Score -732316.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -732452.750000 Penalty: 4282.418945
	Iteration 3Q: 3 clusters Score -732452.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -732549.000000 Penalty: 4282.418945
	Iteration 4Q: 3 clusters Score -732549 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -732620.437500 Penalty: 4282.418945
	Iteration 5Q: 3 clusters Score -732620.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -732667.125000 Penalty: 4282.418945
	Iteration 6Q: 3 clusters Score -732667.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -732710.125000 Penalty: 4282.418945
	Iteration 7Q: 3 clusters Score -732710.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -732745.687500 Penalty: 4282.418945
	Iteration 8Q: 3 clusters Score -732745.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -732773.187500 Penalty: 4282.418945
	Iteration 9Q: 3 clusters Score -732773.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -732806.187500 Penalty: 4282.418945
	Iteration 10Q: 3 clusters Score -732806.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -732839.375000 Penalty: 4282.418945
	Iteration 11Q: 3 clusters Score -732839.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -732869.687500 Penalty: 4282.418945
	Iteration 12Q: 3 clusters Score -732869.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -732896.312500 Penalty: 4282.418945
	Iteration 13Q: 3 clusters Score -732896.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -732920.125000 Penalty: 4282.418945
	Iteration 14Q: 3 clusters Score -732920.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -732945.937500 Penalty: 4282.418945
	Iteration 15Q: 3 clusters Score -732945.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -732974.375000 Penalty: 4282.418945
	Iteration 16Q: 3 clusters Score -732974.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -732994.062500 Penalty: 4282.418945
	Iteration 17Q: 3 clusters Score -732994.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -733026.000000 Penalty: 4282.418945
	Iteration 18Q: 3 clusters Score -733026 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -733053.125000 Penalty: 4282.418945
	Iteration 19Q: 3 clusters Score -733053.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -733089.437500 Penalty: 4282.418945
	Iteration 20F: 3 clusters Score -733089.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -733135.937500 Penalty: 4282.418945
	Iteration 21Q: 3 clusters Score -733135.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -733186.437500 Penalty: 4282.418945
	Iteration 22Q: 3 clusters Score -733186.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -733229.375000 Penalty: 4282.418945
	Iteration 23Q: 3 clusters Score -733229.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -733277.687500 Penalty: 4282.418945
	Iteration 24Q: 3 clusters Score -733277.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -733330.250000 Penalty: 4282.418945
	Iteration 25Q: 3 clusters Score -733330.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -733379.250000 Penalty: 4282.418945
	Iteration 26Q: 3 clusters Score -733379.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -733430.000000 Penalty: 4282.418945
	Iteration 27Q: 3 clusters Score -733430 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -733476.187500 Penalty: 4282.418945
	Iteration 28Q: 3 clusters Score -733476.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -733526.000000 Penalty: 4282.418945
	Iteration 29Q: 3 clusters Score -733526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -733574.562500 Penalty: 4282.418945
	Iteration 30Q: 3 clusters Score -733574.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -733622.375000 Penalty: 4282.418945
	Iteration 31Q: 3 clusters Score -733622.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -733660.625000 Penalty: 4282.418945
	Iteration 32Q: 3 clusters Score -733660.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -733701.437500 Penalty: 4282.418945
	Iteration 33Q: 3 clusters Score -733701.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -733745.625000 Penalty: 4282.418945
	Iteration 34Q: 3 clusters Score -733745.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -733783.812500 Penalty: 4282.418945
	Iteration 35Q: 3 clusters Score -733783.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -733819.187500 Penalty: 4282.418945
	Iteration 36Q: 3 clusters Score -733819.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -733854.687500 Penalty: 4282.418945
	Iteration 37Q: 3 clusters Score -733854.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -733889.750000 Penalty: 4282.418945
	Iteration 38Q: 3 clusters Score -733889.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -733900.937500 Penalty: 4282.418945
	Iteration 39Q: 3 clusters Score -733900.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -733917.375000 Penalty: 4282.418945
	Iteration 40F: 3 clusters Score -733917.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -733931.062500 Penalty: 4282.418945
	Iteration 41Q: 3 clusters Score -733931.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -733944.562500 Penalty: 4282.418945
	Iteration 42Q: 3 clusters Score -733944.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -733960.937500 Penalty: 4282.418945
	Iteration 43Q: 3 clusters Score -733960.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -733967.500000 Penalty: 4282.418945
	Iteration 44Q: 3 clusters Score -733967.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -733973.500000 Penalty: 4282.418945
	Iteration 45Q: 3 clusters Score -733973.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -733979.250000 Penalty: 4282.418945
	Iteration 46Q: 3 clusters Score -733979.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -733982.562500 Penalty: 4282.418945
	Iteration 47Q: 3 clusters Score -733982.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -733986.687500 Penalty: 4282.418945
	Iteration 48Q: 3 clusters Score -733986.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -733987.062500 Penalty: 4282.418945
	Iteration 49Q: 3 clusters Score -733987.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -733987.062500 Penalty: 4282.418945
	Iteration 50F: 3 clusters Score -733987.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Entering Unmasked Estep 
Score: -4764018.000000 Penalty: 2604.848877
	Iteration 0F: 2 clusters Score -4764018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -4739213.000000 Penalty: 5209.697754
	Iteration 0F: 3 clusters Score -4739213 nChanged 16657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -4748266.500000 Penalty: 5209.697754
	Iteration 1F: 3 clusters Score -4748266 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -4748714.000000 Penalty: 5209.697754
	Iteration 2Q: 3 clusters Score -4748714 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -4749128.500000 Penalty: 5209.697754
	Iteration 3Q: 3 clusters Score -4749128 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -4749498.000000 Penalty: 5209.697754
	Iteration 4Q: 3 clusters Score -4749498 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -4749805.000000 Penalty: 5209.697754
	Iteration 5Q: 3 clusters Score -4749805 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -4750183.500000 Penalty: 5209.697754
	Iteration 6Q: 3 clusters Score -4750184 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -4750640.500000 Penalty: 5209.697754
	Iteration 7Q: 3 clusters Score -4750640 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -4751222.500000 Penalty: 5209.697754
	Iteration 8Q: 3 clusters Score -4751222 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -4751946.000000 Penalty: 5209.697754
	Iteration 9Q: 3 clusters Score -4751946 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -4752725.000000 Penalty: 5209.697754
	Iteration 10Q: 3 clusters Score -4752725 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -4753529.500000 Penalty: 5209.697754
	Iteration 11Q: 3 clusters Score -4753530 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -4754306.000000 Penalty: 5209.697754
	Iteration 12Q: 3 clusters Score -4754306 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -4755096.000000 Penalty: 5209.697754
	Iteration 13Q: 3 clusters Score -4755096 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -4755843.500000 Penalty: 5209.697754
	Iteration 14Q: 3 clusters Score -4755844 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -4756616.000000 Penalty: 5209.697754
	Iteration 15Q: 3 clusters Score -4756616 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -4757369.000000 Penalty: 5209.697754
	Iteration 16Q: 3 clusters Score -4757369 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -4758030.500000 Penalty: 5209.697754
	Iteration 17Q: 3 clusters Score -4758030 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -4758520.500000 Penalty: 5209.697754
	Iteration 18Q: 3 clusters Score -4758520 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -4758945.500000 Penalty: 5209.697754
	Iteration 19Q: 3 clusters Score -4758946 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -4759231.500000 Penalty: 5209.697754
	Iteration 20F: 3 clusters Score -4759232 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -4759457.500000 Penalty: 5209.697754
	Iteration 21Q: 3 clusters Score -4759458 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -4759624.000000 Penalty: 5209.697754
	Iteration 22Q: 3 clusters Score -4759624 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -4759770.500000 Penalty: 5209.697754
	Iteration 23Q: 3 clusters Score -4759770 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -4759916.000000 Penalty: 5209.697754
	Iteration 24Q: 3 clusters Score -4759916 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -4760050.500000 Penalty: 5209.697754
	Iteration 25Q: 3 clusters Score -4760050 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -4760218.000000 Penalty: 5209.697754
	Iteration 26Q: 3 clusters Score -4760218 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -4760436.000000 Penalty: 5209.697754
	Iteration 27Q: 3 clusters Score -4760436 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -4760647.000000 Penalty: 5209.697754
	Iteration 28Q: 3 clusters Score -4760647 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -4760853.000000 Penalty: 5209.697754
	Iteration 29Q: 3 clusters Score -4760853 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -4761050.000000 Penalty: 5209.697754
	Iteration 30Q: 3 clusters Score -4761050 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -4761225.000000 Penalty: 5209.697754
	Iteration 31Q: 3 clusters Score -4761225 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4761337.000000 Penalty: 5209.697754
	Iteration 32Q: 3 clusters Score -4761337 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -4761454.000000 Penalty: 5209.697754
	Iteration 33Q: 3 clusters Score -4761454 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -4761531.500000 Penalty: 5209.697754
	Iteration 34Q: 3 clusters Score -4761532 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4761598 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4761648 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4761684.500000 Penalty: 5209.697754
	Iteration 37Q: 3 clusters Score -4761684 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -4761710.000000 Penalty: 5209.697754
	Iteration 38Q: 3 clusters Score -4761710 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -4761741.500000 Penalty: 5209.697754
	Iteration 39Q: 3 clusters Score -4761742 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -4761763.500000 Penalty: 5209.697754
	Iteration 40F: 3 clusters Score -4761764 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4761778 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4761776 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -4761793.000000 Penalty: 5209.697754
	Iteration 43Q: 3 clusters Score -4761793 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -4761806.000000 Penalty: 5209.697754
	Iteration 44Q: 3 clusters Score -4761806 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -4761821.000000 Penalty: 5209.697754
	Iteration 45Q: 3 clusters Score -4761821 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -4761832.000000 Penalty: 5209.697754
	Iteration 46Q: 3 clusters Score -4761832 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -4761835.000000 Penalty: 5209.697754
	Iteration 47Q: 3 clusters Score -4761835 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -4761836.000000 Penalty: 5209.697754
	Iteration 48Q: 3 clusters Score -4761836 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -4761832.000000 Penalty: 5209.697754
	Iteration 49Q: 3 clusters Score -4761832 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -4761845.500000 Penalty: 5209.697754
	Iteration 50Q: 3 clusters Score -4761846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -4761848.500000 Penalty: 5209.697754
	Iteration 51Q: 3 clusters Score -4761848 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -4761862.000000 Penalty: 5209.697754
	Iteration 52Q: 3 clusters Score -4761862 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -4761867.500000 Penalty: 5209.697754
	Iteration 53Q: 3 clusters Score -4761868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4761863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4761868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -4761872.500000 Penalty: 5209.697754
	Iteration 56Q: 3 clusters Score -4761872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4761872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4761872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -4761876.000000 Penalty: 5209.697754
	Iteration 59Q: 3 clusters Score -4761876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -4761888.000000 Penalty: 5209.697754
	Iteration 60F: 3 clusters Score -4761888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -4761901.000000 Penalty: 5209.697754
	Iteration 61Q: 3 clusters Score -4761901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -4761907.500000 Penalty: 5209.697754
	Iteration 62Q: 3 clusters Score -4761908 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -4761904.500000 Penalty: 5209.697754
	Iteration 63Q: 3 clusters Score -4761904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -4761910.500000 Penalty: 5209.697754
	Iteration 64Q: 3 clusters Score -4761910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -4761905.000000 Penalty: 5209.697754
	Iteration 65Q: 3 clusters Score -4761905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -4761912.500000 Penalty: 5209.697754
	Iteration 66Q: 3 clusters Score -4761912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4761912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -4761915.000000 Penalty: 5209.697754
	Iteration 68Q: 3 clusters Score -4761915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4761914 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4761918 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4761920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4761910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -4761916.000000 Penalty: 5209.697754
	Iteration 73Q: 3 clusters Score -4761916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -4761914.500000 Penalty: 5209.697754
	Iteration 74Q: 3 clusters Score -4761914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -4761912.500000 Penalty: 5209.697754
	Iteration 75Q: 3 clusters Score -4761912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4761912.000000 Penalty: 5209.697754
	Iteration 76Q: 3 clusters Score -4761912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -4761911.000000 Penalty: 5209.697754
	Iteration 77Q: 3 clusters Score -4761911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -4761911.000000 Penalty: 5209.697754
	Iteration 78Q: 3 clusters Score -4761911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -4761912.000000 Penalty: 5209.697754
	Iteration 79Q: 3 clusters Score -4761912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -4761910.500000 Penalty: 5209.697754
	Iteration 80F: 3 clusters Score -4761910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -4761906.000000 Penalty: 5209.697754
	Iteration 81Q: 3 clusters Score -4761906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -4761906.500000 Penalty: 5209.697754
	Iteration 82Q: 3 clusters Score -4761906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -4761911.000000 Penalty: 5209.697754
	Iteration 83Q: 3 clusters Score -4761911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -4761908.500000 Penalty: 5209.697754
	Iteration 84Q: 3 clusters Score -4761908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -4761911.500000 Penalty: 5209.697754
	Iteration 85Q: 3 clusters Score -4761912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -4761916.000000 Penalty: 5209.697754
	Iteration 86Q: 3 clusters Score -4761916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -4761918.500000 Penalty: 5209.697754
	Iteration 87Q: 3 clusters Score -4761918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -4761924.500000 Penalty: 5209.697754
	Iteration 88Q: 3 clusters Score -4761924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -4761914.500000 Penalty: 5209.697754
	Iteration 89Q: 3 clusters Score -4761914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -4761925.000000 Penalty: 5209.697754
	Iteration 90Q: 3 clusters Score -4761925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -4761919.000000 Penalty: 5209.697754
	Iteration 91Q: 3 clusters Score -4761919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -4761917.000000 Penalty: 5209.697754
	Iteration 92Q: 3 clusters Score -4761917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -4761920.000000 Penalty: 5209.697754
	Iteration 93Q: 3 clusters Score -4761920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -4761927.000000 Penalty: 5209.697754
	Iteration 94Q: 3 clusters Score -4761927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -4761928.000000 Penalty: 5209.697754
	Iteration 95Q: 3 clusters Score -4761928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -4761927.500000 Penalty: 5209.697754
	Iteration 96Q: 3 clusters Score -4761928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -4761932.000000 Penalty: 5209.697754
	Iteration 97Q: 3 clusters Score -4761932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -4761929.500000 Penalty: 5209.697754
	Iteration 98Q: 3 clusters Score -4761930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -4761931.500000 Penalty: 5209.697754
	Iteration 99Q: 3 clusters Score -4761932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -4761928.500000 Penalty: 5209.697754
	Iteration 100F: 3 clusters Score -4761928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -4761924.000000 Penalty: 5209.697754
	Iteration 101Q: 3 clusters Score -4761924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -4761931.500000 Penalty: 5209.697754
	Iteration 102Q: 3 clusters Score -4761932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -4761929.000000 Penalty: 5209.697754
	Iteration 103Q: 3 clusters Score -4761929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -4761928.000000 Penalty: 5209.697754
	Iteration 104Q: 3 clusters Score -4761928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -4761931.500000 Penalty: 5209.697754
	Iteration 105Q: 3 clusters Score -4761932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -4761924.000000 Penalty: 5209.697754
	Iteration 106Q: 3 clusters Score -4761924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -4761935.000000 Penalty: 5209.697754
	Iteration 107Q: 3 clusters Score -4761935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -4761933.500000 Penalty: 5209.697754
	Iteration 108Q: 3 clusters Score -4761934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -4761931.000000 Penalty: 5209.697754
	Iteration 109Q: 3 clusters Score -4761931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -4761933.000000 Penalty: 5209.697754
	Iteration 110Q: 3 clusters Score -4761933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -4761933.000000 Penalty: 5209.697754
	Iteration 111Q: 3 clusters Score -4761933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -4761935.500000 Penalty: 5209.697754
	Iteration 112Q: 3 clusters Score -4761936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -4761933.500000 Penalty: 5209.697754
	Iteration 113Q: 3 clusters Score -4761934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -4761946.000000 Penalty: 5209.697754
	Iteration 114Q: 3 clusters Score -4761946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -4761946.500000 Penalty: 5209.697754
	Iteration 115Q: 3 clusters Score -4761946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -4761947.000000 Penalty: 5209.697754
	Iteration 116Q: 3 clusters Score -4761947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -4761950.000000 Penalty: 5209.697754
	Iteration 117Q: 3 clusters Score -4761950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4761950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -4761949.000000 Penalty: 5209.697754
	Iteration 119Q: 3 clusters Score -4761949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4761950.000000 Penalty: 5209.697754
	Iteration 120F: 3 clusters Score -4761950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -4761945.500000 Penalty: 5209.697754
	Iteration 121Q: 3 clusters Score -4761946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -4761946.500000 Penalty: 5209.697754
	Iteration 122Q: 3 clusters Score -4761946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -4761944.000000 Penalty: 5209.697754
	Iteration 123Q: 3 clusters Score -4761944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4761949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4761949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
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	Iteration 126F: 3 clusters Score -4761949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Entering Unmasked Estep 
Score: -1683760.125000 Penalty: 2345.927734
	Iteration 0F: 2 clusters Score -1683760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1674187.375000 Penalty: 4691.855469
	Iteration 0F: 3 clusters Score -1674187 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1676973.750000 Penalty: 4691.855469
	Iteration 1F: 3 clusters Score -1676974 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1677290.250000 Penalty: 4691.855469
	Iteration 2F: 3 clusters Score -1677290 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1677570.375000 Penalty: 4691.855469
	Iteration 3F: 3 clusters Score -1677570 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1677878.250000 Penalty: 4691.855469
	Iteration 4Q: 3 clusters Score -1677878 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1678139.250000 Penalty: 4691.855469
	Iteration 5Q: 3 clusters Score -1678139 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1678371.875000 Penalty: 4691.855469
	Iteration 6Q: 3 clusters Score -1678372 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1678618.625000 Penalty: 4691.855469
	Iteration 7Q: 3 clusters Score -1678619 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1678875.875000 Penalty: 4691.855469
	Iteration 8Q: 3 clusters Score -1678876 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1679165.500000 Penalty: 4691.855469
	Iteration 9Q: 3 clusters Score -1679166 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1679434.125000 Penalty: 4691.855469
	Iteration 10Q: 3 clusters Score -1679434 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1679723.875000 Penalty: 4691.855469
	Iteration 11Q: 3 clusters Score -1679724 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1680003.625000 Penalty: 4691.855469
	Iteration 12Q: 3 clusters Score -1680004 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1680242.000000 Penalty: 4691.855469
	Iteration 13Q: 3 clusters Score -1680242 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1680472.625000 Penalty: 4691.855469
	Iteration 14Q: 3 clusters Score -1680473 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1680682.875000 Penalty: 4691.855469
	Iteration 15Q: 3 clusters Score -1680683 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1680865.000000 Penalty: 4691.855469
	Iteration 16Q: 3 clusters Score -1680865 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1681003.625000 Penalty: 4691.855469
	Iteration 17Q: 3 clusters Score -1681004 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1681124.125000 Penalty: 4691.855469
	Iteration 18Q: 3 clusters Score -1681124 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1681212.375000 Penalty: 4691.855469
	Iteration 19Q: 3 clusters Score -1681212 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1681293.000000 Penalty: 4691.855469
	Iteration 20F: 3 clusters Score -1681293 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1681362.000000 Penalty: 4691.855469
	Iteration 21Q: 3 clusters Score -1681362 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1681417.375000 Penalty: 4691.855469
	Iteration 22Q: 3 clusters Score -1681417 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1681459.000000 Penalty: 4691.855469
	Iteration 23Q: 3 clusters Score -1681459 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1681487.375000 Penalty: 4691.855469
	Iteration 24Q: 3 clusters Score -1681487 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1681517.625000 Penalty: 4691.855469
	Iteration 25Q: 3 clusters Score -1681518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1681545.125000 Penalty: 4691.855469
	Iteration 26Q: 3 clusters Score -1681545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1681562.500000 Penalty: 4691.855469
	Iteration 27Q: 3 clusters Score -1681562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1681581.125000 Penalty: 4691.855469
	Iteration 28Q: 3 clusters Score -1681581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1681603.750000 Penalty: 4691.855469
	Iteration 29Q: 3 clusters Score -1681604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1681618.375000 Penalty: 4691.855469
	Iteration 30Q: 3 clusters Score -1681618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1681626.750000 Penalty: 4691.855469
	Iteration 31Q: 3 clusters Score -1681627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1681642.375000 Penalty: 4691.855469
	Iteration 32Q: 3 clusters Score -1681642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1681652.000000 Penalty: 4691.855469
	Iteration 33Q: 3 clusters Score -1681652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1681660.750000 Penalty: 4691.855469
	Iteration 34Q: 3 clusters Score -1681661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1681673.000000 Penalty: 4691.855469
	Iteration 35Q: 3 clusters Score -1681673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1681678.250000 Penalty: 4691.855469
	Iteration 36Q: 3 clusters Score -1681678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1681681.250000 Penalty: 4691.855469
	Iteration 37Q: 3 clusters Score -1681681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1681684.875000 Penalty: 4691.855469
	Iteration 38Q: 3 clusters Score -1681685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1681687.250000 Penalty: 4691.855469
	Iteration 39Q: 3 clusters Score -1681687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1681692.750000 Penalty: 4691.855469
	Iteration 40F: 3 clusters Score -1681693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1681705.375000 Penalty: 4691.855469
	Iteration 41Q: 3 clusters Score -1681705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1681708.625000 Penalty: 4691.855469
	Iteration 42Q: 3 clusters Score -1681709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1681709.750000 Penalty: 4691.855469
	Iteration 43Q: 3 clusters Score -1681710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1681717.250000 Penalty: 4691.855469
	Iteration 44Q: 3 clusters Score -1681717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1681722.000000 Penalty: 4691.855469
	Iteration 45Q: 3 clusters Score -1681722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1681730.000000 Penalty: 4691.855469
	Iteration 46Q: 3 clusters Score -1681730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1681732.125000 Penalty: 4691.855469
	Iteration 47Q: 3 clusters Score -1681732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1681735.250000 Penalty: 4691.855469
	Iteration 48Q: 3 clusters Score -1681735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1681739.500000 Penalty: 4691.855469
	Iteration 49Q: 3 clusters Score -1681740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1681742.000000 Penalty: 4691.855469
	Iteration 50Q: 3 clusters Score -1681742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -1681744.000000 Penalty: 4691.855469
	Iteration 51Q: 3 clusters Score -1681744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1681747.000000 Penalty: 4691.855469
	Iteration 52Q: 3 clusters Score -1681747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1681749.125000 Penalty: 4691.855469
	Iteration 53Q: 3 clusters Score -1681749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1681750.375000 Penalty: 4691.855469
	Iteration 54Q: 3 clusters Score -1681750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1681752.500000 Penalty: 4691.855469
	Iteration 55Q: 3 clusters Score -1681752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1681753.500000 Penalty: 4691.855469
	Iteration 56Q: 3 clusters Score -1681754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1681756.250000 Penalty: 4691.855469
	Iteration 57Q: 3 clusters Score -1681756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1681755.000000 Penalty: 4691.855469
	Iteration 58Q: 3 clusters Score -1681755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1681756.000000 Penalty: 4691.855469
	Iteration 59Q: 3 clusters Score -1681756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1681756.000000 Penalty: 4691.855469
	Iteration 60F: 3 clusters Score -1681756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -57914.195312 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -57914.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56404.140625 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -56404.14 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56573.609375 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -56573.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56625.050781 Penalty: 3059.088379
	Iteration 2Q: 3 clusters Score -56625.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56645.937500 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -56645.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -56661.953125 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -56661.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56664.335938 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -56664.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56664.335938 Penalty: 3059.088379
	Iteration 6F: 3 clusters Score -56664.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Entering Unmasked Estep 
Score: -5745741.500000 Penalty: 2660.237305
	Iteration 0F: 2 clusters Score -5745742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -5715072.000000 Penalty: 5320.474609
	Iteration 0F: 3 clusters Score -5715072 nChanged 20875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -5726406.000000 Penalty: 5320.474609
	Iteration 1F: 3 clusters Score -5726406 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -5727105.000000 Penalty: 5320.474609
	Iteration 2Q: 3 clusters Score -5727105 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -5727759.500000 Penalty: 5320.474609
	Iteration 3Q: 3 clusters Score -5727760 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -5728405.000000 Penalty: 5320.474609
	Iteration 4Q: 3 clusters Score -5728405 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -5729178.000000 Penalty: 5320.474609
	Iteration 5Q: 3 clusters Score -5729178 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -5729930.500000 Penalty: 5320.474609
	Iteration 6Q: 3 clusters Score -5729930 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -5730845.500000 Penalty: 5320.474609
	Iteration 7Q: 3 clusters Score -5730846 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -5731864.500000 Penalty: 5320.474609
	Iteration 8Q: 3 clusters Score -5731864 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -5733226.000000 Penalty: 5320.474609
	Iteration 9Q: 3 clusters Score -5733226 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -5734848.000000 Penalty: 5320.474609
	Iteration 10Q: 3 clusters Score -5734848 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -5736357.000000 Penalty: 5320.474609
	Iteration 11Q: 3 clusters Score -5736357 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -5737465.500000 Penalty: 5320.474609
	Iteration 12Q: 3 clusters Score -5737466 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -5738284.000000 Penalty: 5320.474609
	Iteration 13Q: 3 clusters Score -5738284 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -5738984.000000 Penalty: 5320.474609
	Iteration 14Q: 3 clusters Score -5738984 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -5739716.000000 Penalty: 5320.474609
	Iteration 15Q: 3 clusters Score -5739716 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -5740372.000000 Penalty: 5320.474609
	Iteration 16Q: 3 clusters Score -5740372 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -5741138.000000 Penalty: 5320.474609
	Iteration 17Q: 3 clusters Score -5741138 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -5741764.500000 Penalty: 5320.474609
	Iteration 18Q: 3 clusters Score -5741764 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -5742377.500000 Penalty: 5320.474609
	Iteration 19Q: 3 clusters Score -5742378 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -5742882.500000 Penalty: 5320.474609
	Iteration 20F: 3 clusters Score -5742882 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -5743250.000000 Penalty: 5320.474609
	Iteration 21Q: 3 clusters Score -5743250 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -5743542.000000 Penalty: 5320.474609
	Iteration 22Q: 3 clusters Score -5743542 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -5743784.500000 Penalty: 5320.474609
	Iteration 23Q: 3 clusters Score -5743784 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -5743934.000000 Penalty: 5320.474609
	Iteration 24Q: 3 clusters Score -5743934 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -5744060.000000 Penalty: 5320.474609
	Iteration 25Q: 3 clusters Score -5744060 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -5744178.000000 Penalty: 5320.474609
	Iteration 26Q: 3 clusters Score -5744178 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -5744248.500000 Penalty: 5320.474609
	Iteration 27Q: 3 clusters Score -5744248 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -5744309.000000 Penalty: 5320.474609
	Iteration 28Q: 3 clusters Score -5744309 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -5744367.000000 Penalty: 5320.474609
	Iteration 29Q: 3 clusters Score -5744367 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -5744401.000000 Penalty: 5320.474609
	Iteration 30Q: 3 clusters Score -5744401 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -5744417.000000 Penalty: 5320.474609
	Iteration 31Q: 3 clusters Score -5744417 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -5744441.000000 Penalty: 5320.474609
	Iteration 32Q: 3 clusters Score -5744441 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -5744460.500000 Penalty: 5320.474609
	Iteration 33Q: 3 clusters Score -5744460 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -5744454.000000 Penalty: 5320.474609
	Iteration 34Q: 3 clusters Score -5744454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -5744483.500000 Penalty: 5320.474609
	Iteration 35Q: 3 clusters Score -5744484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -5744486.500000 Penalty: 5320.474609
	Iteration 36Q: 3 clusters Score -5744486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -5744503.500000 Penalty: 5320.474609
	Iteration 37Q: 3 clusters Score -5744504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -5744499.000000 Penalty: 5320.474609
	Iteration 38Q: 3 clusters Score -5744499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -5744502.500000 Penalty: 5320.474609
	Iteration 39Q: 3 clusters Score -5744502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -5744509.000000 Penalty: 5320.474609
	Iteration 40F: 3 clusters Score -5744509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -5744508.500000 Penalty: 5320.474609
	Iteration 41Q: 3 clusters Score -5744508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -5744498.500000 Penalty: 5320.474609
	Iteration 42Q: 3 clusters Score -5744498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -5744509.000000 Penalty: 5320.474609
	Iteration 43Q: 3 clusters Score -5744509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -5744509.000000 Penalty: 5320.474609
	Iteration 44Q: 3 clusters Score -5744509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -5744511.500000 Penalty: 5320.474609
	Iteration 45Q: 3 clusters Score -5744512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -5744515.000000 Penalty: 5320.474609
	Iteration 46Q: 3 clusters Score -5744515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -5744513.500000 Penalty: 5320.474609
	Iteration 47Q: 3 clusters Score -5744514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -5744524.000000 Penalty: 5320.474609
	Iteration 48Q: 3 clusters Score -5744524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -5744528.500000 Penalty: 5320.474609
	Iteration 49Q: 3 clusters Score -5744528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -5744527.500000 Penalty: 5320.474609
	Iteration 50Q: 3 clusters Score -5744528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -5744526.500000 Penalty: 5320.474609
	Iteration 51Q: 3 clusters Score -5744526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -5744524.500000 Penalty: 5320.474609
	Iteration 52Q: 3 clusters Score -5744524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -5744529.500000 Penalty: 5320.474609
	Iteration 53Q: 3 clusters Score -5744530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -5744529.500000 Penalty: 5320.474609
	Iteration 54Q: 3 clusters Score -5744530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -5744525.500000 Penalty: 5320.474609
	Iteration 55Q: 3 clusters Score -5744526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -5744523.000000 Penalty: 5320.474609
	Iteration 56Q: 3 clusters Score -5744523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -5744523.000000 Penalty: 5320.474609
	Iteration 57F: 3 clusters Score -5744523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -103913.218750 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -103913.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -102079.992188 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -102080 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -102568.773438 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -102568.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -102858.273438 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -102858.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103323.101562 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -103323.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -104033.875000 Penalty: 3385.966553
	Iteration 4F: 3 clusters Score -104033.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -104362.054688 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -104362.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -104461.156250 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -104461.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104521.789062 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -104521.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -104551.062500 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -104551.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -104610.640625 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -104610.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -104672.437500 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -104672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -104679.539062 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -104679.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -104681.851562 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -104681.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -104689.898438 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -104689.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -104694.171875 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -104694.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -104694.976562 Penalty: 3385.966553
	Iteration 15Q: 3 clusters Score -104695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -104696.773438 Penalty: 3385.966553
	Iteration 16Q: 3 clusters Score -104696.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -104696.773438 Penalty: 3385.966553
	Iteration 17F: 3 clusters Score -104696.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 14331 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 161906 members 
Mstep: Class 5 contains 274003 members 
Mstep: Class 6 contains 13355 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54676 members 
Mstep: Class 11 contains 5790 members 
Mstep: Class 12 contains 10992 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 36440 members 
Mstep: Class 15 contains 12828 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45559 members 
Mstep: Class 18 contains 411 members 
Mstep: Class 19 contains 13176 members 
Mstep: Class 20 contains 12305 members 
Mstep: Class 21 contains 14410 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5669 members 
Mstep: Class 24 contains 12619 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 511 members 
Entering Unmasked Estep 
Score: -90827056.000000 Penalty: 90278.039062
Splitting cluster 18 changes total score from -90827944.000000 to -90827056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (13176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Entering Unmasked Estep 
Score: -1745013.875000 Penalty: 2352.565918
	Iteration 0F: 2 clusters Score -1745014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1735239.125000 Penalty: 4705.131836
	Iteration 0F: 3 clusters Score -1735239 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1738253.250000 Penalty: 4705.131836
	Iteration 1F: 3 clusters Score -1738253 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1738532.500000 Penalty: 4705.131836
	Iteration 2F: 3 clusters Score -1738532 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1738735.500000 Penalty: 4705.131836
	Iteration 3Q: 3 clusters Score -1738736 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1738882.875000 Penalty: 4705.131836
	Iteration 4Q: 3 clusters Score -1738883 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1739017.375000 Penalty: 4705.131836
	Iteration 5Q: 3 clusters Score -1739017 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1739135.375000 Penalty: 4705.131836
	Iteration 6Q: 3 clusters Score -1739135 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1739243.750000 Penalty: 4705.131836
	Iteration 7Q: 3 clusters Score -1739244 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1739353.875000 Penalty: 4705.131836
	Iteration 8Q: 3 clusters Score -1739354 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1739458.875000 Penalty: 4705.131836
	Iteration 9Q: 3 clusters Score -1739459 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1739563.750000 Penalty: 4705.131836
	Iteration 10Q: 3 clusters Score -1739564 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1739668.625000 Penalty: 4705.131836
	Iteration 11Q: 3 clusters Score -1739669 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1739771.750000 Penalty: 4705.131836
	Iteration 12Q: 3 clusters Score -1739772 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1739904.500000 Penalty: 4705.131836
	Iteration 13Q: 3 clusters Score -1739904 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1740029.000000 Penalty: 4705.131836
	Iteration 14Q: 3 clusters Score -1740029 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1740154.625000 Penalty: 4705.131836
	Iteration 15Q: 3 clusters Score -1740155 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1740305.375000 Penalty: 4705.131836
	Iteration 16Q: 3 clusters Score -1740305 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1740456.250000 Penalty: 4705.131836
	Iteration 17Q: 3 clusters Score -1740456 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1740644.625000 Penalty: 4705.131836
	Iteration 18Q: 3 clusters Score -1740645 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1740842.750000 Penalty: 4705.131836
	Iteration 19Q: 3 clusters Score -1740843 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1741030.750000 Penalty: 4705.131836
	Iteration 20F: 3 clusters Score -1741031 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1741214.125000 Penalty: 4705.131836
	Iteration 21Q: 3 clusters Score -1741214 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1741365.875000 Penalty: 4705.131836
	Iteration 22Q: 3 clusters Score -1741366 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1741475.875000 Penalty: 4705.131836
	Iteration 23Q: 3 clusters Score -1741476 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1741577.125000 Penalty: 4705.131836
	Iteration 24Q: 3 clusters Score -1741577 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1741648.125000 Penalty: 4705.131836
	Iteration 25Q: 3 clusters Score -1741648 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1741721.875000 Penalty: 4705.131836
	Iteration 26Q: 3 clusters Score -1741722 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1741781.625000 Penalty: 4705.131836
	Iteration 27Q: 3 clusters Score -1741782 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1741832.750000 Penalty: 4705.131836
	Iteration 28Q: 3 clusters Score -1741833 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1741893.375000 Penalty: 4705.131836
	Iteration 29Q: 3 clusters Score -1741893 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1741933.625000 Penalty: 4705.131836
	Iteration 30Q: 3 clusters Score -1741934 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1741969.500000 Penalty: 4705.131836
	Iteration 31Q: 3 clusters Score -1741970 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1741997.250000 Penalty: 4705.131836
	Iteration 32Q: 3 clusters Score -1741997 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1742026.625000 Penalty: 4705.131836
	Iteration 33Q: 3 clusters Score -1742027 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1742053.000000 Penalty: 4705.131836
	Iteration 34Q: 3 clusters Score -1742053 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1742081.875000 Penalty: 4705.131836
	Iteration 35Q: 3 clusters Score -1742082 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1742108.750000 Penalty: 4705.131836
	Iteration 36Q: 3 clusters Score -1742109 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1742147.000000 Penalty: 4705.131836
	Iteration 37Q: 3 clusters Score -1742147 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1742181.875000 Penalty: 4705.131836
	Iteration 38Q: 3 clusters Score -1742182 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1742205.250000 Penalty: 4705.131836
	Iteration 39Q: 3 clusters Score -1742205 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1742228.375000 Penalty: 4705.131836
	Iteration 40F: 3 clusters Score -1742228 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1742252.625000 Penalty: 4705.131836
	Iteration 41Q: 3 clusters Score -1742253 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1742285.875000 Penalty: 4705.131836
	Iteration 42Q: 3 clusters Score -1742286 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1742313.750000 Penalty: 4705.131836
	Iteration 43Q: 3 clusters Score -1742314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1742333.000000 Penalty: 4705.131836
	Iteration 44Q: 3 clusters Score -1742333 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1742359.375000 Penalty: 4705.131836
	Iteration 45Q: 3 clusters Score -1742359 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1742393.000000 Penalty: 4705.131836
	Iteration 46Q: 3 clusters Score -1742393 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1742422.625000 Penalty: 4705.131836
	Iteration 47Q: 3 clusters Score -1742423 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1742450.750000 Penalty: 4705.131836
	Iteration 48Q: 3 clusters Score -1742451 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1742484.625000 Penalty: 4705.131836
	Iteration 49Q: 3 clusters Score -1742485 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1742506.750000 Penalty: 4705.131836
	Iteration 50Q: 3 clusters Score -1742507 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1742529.250000 Penalty: 4705.131836
	Iteration 51Q: 3 clusters Score -1742529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1742542.625000 Penalty: 4705.131836
	Iteration 52Q: 3 clusters Score -1742543 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1742563.125000 Penalty: 4705.131836
	Iteration 53Q: 3 clusters Score -1742563 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1742583.875000 Penalty: 4705.131836
	Iteration 54Q: 3 clusters Score -1742584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1742607.375000 Penalty: 4705.131836
	Iteration 55Q: 3 clusters Score -1742607 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1742625.875000 Penalty: 4705.131836
	Iteration 56Q: 3 clusters Score -1742626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1742647.750000 Penalty: 4705.131836
	Iteration 57Q: 3 clusters Score -1742648 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1742670.125000 Penalty: 4705.131836
	Iteration 58Q: 3 clusters Score -1742670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1742694.875000 Penalty: 4705.131836
	Iteration 59Q: 3 clusters Score -1742695 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1742716.125000 Penalty: 4705.131836
	Iteration 60F: 3 clusters Score -1742716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1742742.500000 Penalty: 4705.131836
	Iteration 61Q: 3 clusters Score -1742742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1742763.750000 Penalty: 4705.131836
	Iteration 62Q: 3 clusters Score -1742764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1742787.250000 Penalty: 4705.131836
	Iteration 63Q: 3 clusters Score -1742787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1742803.125000 Penalty: 4705.131836
	Iteration 64Q: 3 clusters Score -1742803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1742821.125000 Penalty: 4705.131836
	Iteration 65Q: 3 clusters Score -1742821 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1742829.875000 Penalty: 4705.131836
	Iteration 66Q: 3 clusters Score -1742830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1742843.625000 Penalty: 4705.131836
	Iteration 67Q: 3 clusters Score -1742844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1742851.250000 Penalty: 4705.131836
	Iteration 68Q: 3 clusters Score -1742851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1742860.000000 Penalty: 4705.131836
	Iteration 69Q: 3 clusters Score -1742860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1742871.000000 Penalty: 4705.131836
	Iteration 70Q: 3 clusters Score -1742871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1742876.375000 Penalty: 4705.131836
	Iteration 71Q: 3 clusters Score -1742876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1742888.500000 Penalty: 4705.131836
	Iteration 72Q: 3 clusters Score -1742888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1742891.125000 Penalty: 4705.131836
	Iteration 73Q: 3 clusters Score -1742891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1742896.625000 Penalty: 4705.131836
	Iteration 74Q: 3 clusters Score -1742897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1742904.750000 Penalty: 4705.131836
	Iteration 75Q: 3 clusters Score -1742905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1742918.250000 Penalty: 4705.131836
	Iteration 76Q: 3 clusters Score -1742918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1742925.500000 Penalty: 4705.131836
	Iteration 77Q: 3 clusters Score -1742926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1742930.500000 Penalty: 4705.131836
	Iteration 78Q: 3 clusters Score -1742930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1742939.125000 Penalty: 4705.131836
	Iteration 79Q: 3 clusters Score -1742939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1742946.000000 Penalty: 4705.131836
	Iteration 80F: 3 clusters Score -1742946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1742948.125000 Penalty: 4705.131836
	Iteration 81Q: 3 clusters Score -1742948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1742953.625000 Penalty: 4705.131836
	Iteration 82Q: 3 clusters Score -1742954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1742957.500000 Penalty: 4705.131836
	Iteration 83Q: 3 clusters Score -1742958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1742961.000000 Penalty: 4705.131836
	Iteration 84Q: 3 clusters Score -1742961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1742962.000000 Penalty: 4705.131836
	Iteration 85Q: 3 clusters Score -1742962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1742967.250000 Penalty: 4705.131836
	Iteration 86Q: 3 clusters Score -1742967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1742971.000000 Penalty: 4705.131836
	Iteration 87Q: 3 clusters Score -1742971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1742972.250000 Penalty: 4705.131836
	Iteration 88Q: 3 clusters Score -1742972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1742974.000000 Penalty: 4705.131836
	Iteration 89Q: 3 clusters Score -1742974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1742980.500000 Penalty: 4705.131836
	Iteration 90Q: 3 clusters Score -1742980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1742980.500000 Penalty: 4705.131836
	Iteration 91F: 3 clusters Score -1742980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Entering Unmasked Estep 
Score: -1472671.375000 Penalty: 2335.604736
	Iteration 0F: 2 clusters Score -1472671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1463597.875000 Penalty: 4671.209473
	Iteration 0F: 3 clusters Score -1463598 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1466538.625000 Penalty: 4671.209473
	Iteration 1F: 3 clusters Score -1466539 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1466879.875000 Penalty: 4671.209473
	Iteration 2F: 3 clusters Score -1466880 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1467106.000000 Penalty: 4671.209473
	Iteration 3Q: 3 clusters Score -1467106 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1467281.875000 Penalty: 4671.209473
	Iteration 4Q: 3 clusters Score -1467282 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1467430.500000 Penalty: 4671.209473
	Iteration 5Q: 3 clusters Score -1467430 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1467578.875000 Penalty: 4671.209473
	Iteration 6Q: 3 clusters Score -1467579 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1467730.750000 Penalty: 4671.209473
	Iteration 7Q: 3 clusters Score -1467731 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1467919.375000 Penalty: 4671.209473
	Iteration 8Q: 3 clusters Score -1467919 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1468178.875000 Penalty: 4671.209473
	Iteration 9Q: 3 clusters Score -1468179 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1468484.000000 Penalty: 4671.209473
	Iteration 10Q: 3 clusters Score -1468484 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1468813.125000 Penalty: 4671.209473
	Iteration 11Q: 3 clusters Score -1468813 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1469167.500000 Penalty: 4671.209473
	Iteration 12Q: 3 clusters Score -1469168 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1469509.750000 Penalty: 4671.209473
	Iteration 13Q: 3 clusters Score -1469510 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1469784.625000 Penalty: 4671.209473
	Iteration 14Q: 3 clusters Score -1469785 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1470010.375000 Penalty: 4671.209473
	Iteration 15Q: 3 clusters Score -1470010 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1470190.875000 Penalty: 4671.209473
	Iteration 16Q: 3 clusters Score -1470191 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1470370.125000 Penalty: 4671.209473
	Iteration 17Q: 3 clusters Score -1470370 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1470506.250000 Penalty: 4671.209473
	Iteration 18Q: 3 clusters Score -1470506 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1470605.250000 Penalty: 4671.209473
	Iteration 19Q: 3 clusters Score -1470605 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1470682.500000 Penalty: 4671.209473
	Iteration 20F: 3 clusters Score -1470682 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1470742.875000 Penalty: 4671.209473
	Iteration 21Q: 3 clusters Score -1470743 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1470778.375000 Penalty: 4671.209473
	Iteration 22Q: 3 clusters Score -1470778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1470806.625000 Penalty: 4671.209473
	Iteration 23Q: 3 clusters Score -1470807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1470823.125000 Penalty: 4671.209473
	Iteration 24Q: 3 clusters Score -1470823 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1470840.375000 Penalty: 4671.209473
	Iteration 25Q: 3 clusters Score -1470840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1470857.125000 Penalty: 4671.209473
	Iteration 26Q: 3 clusters Score -1470857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1470864.125000 Penalty: 4671.209473
	Iteration 27Q: 3 clusters Score -1470864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1470875.625000 Penalty: 4671.209473
	Iteration 28Q: 3 clusters Score -1470876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1470884.625000 Penalty: 4671.209473
	Iteration 29Q: 3 clusters Score -1470885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1470890.625000 Penalty: 4671.209473
	Iteration 30Q: 3 clusters Score -1470891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1470896.750000 Penalty: 4671.209473
	Iteration 31Q: 3 clusters Score -1470897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1470895.500000 Penalty: 4671.209473
	Iteration 32Q: 3 clusters Score -1470896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1470900.375000 Penalty: 4671.209473
	Iteration 33Q: 3 clusters Score -1470900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1470908.375000 Penalty: 4671.209473
	Iteration 34Q: 3 clusters Score -1470908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1470911.125000 Penalty: 4671.209473
	Iteration 35Q: 3 clusters Score -1470911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1470914.000000 Penalty: 4671.209473
	Iteration 36Q: 3 clusters Score -1470914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1470917.250000 Penalty: 4671.209473
	Iteration 37Q: 3 clusters Score -1470917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1470918.250000 Penalty: 4671.209473
	Iteration 38Q: 3 clusters Score -1470918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1470918.250000 Penalty: 4671.209473
	Iteration 39F: 3 clusters Score -1470918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Entering Unmasked Estep 
Score: -1851710.000000 Penalty: 2374.768066
	Iteration 0F: 2 clusters Score -1851710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1841148.375000 Penalty: 4749.536133
	Iteration 0F: 3 clusters Score -1841148 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1844496.375000 Penalty: 4749.536133
	Iteration 1F: 3 clusters Score -1844496 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1844841.625000 Penalty: 4749.536133
	Iteration 2F: 3 clusters Score -1844842 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1845166.625000 Penalty: 4749.536133
	Iteration 3F: 3 clusters Score -1845167 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1845533.500000 Penalty: 4749.536133
	Iteration 4F: 3 clusters Score -1845534 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1845970.625000 Penalty: 4749.536133
	Iteration 5F: 3 clusters Score -1845971 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1846513.125000 Penalty: 4749.536133
	Iteration 6F: 3 clusters Score -1846513 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1847086.125000 Penalty: 4749.536133
	Iteration 7F: 3 clusters Score -1847086 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1847643.875000 Penalty: 4749.536133
	Iteration 8F: 3 clusters Score -1847644 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1848123.375000 Penalty: 4749.536133
	Iteration 9Q: 3 clusters Score -1848123 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1848539.625000 Penalty: 4749.536133
	Iteration 10Q: 3 clusters Score -1848540 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1848889.875000 Penalty: 4749.536133
	Iteration 11Q: 3 clusters Score -1848890 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1849179.875000 Penalty: 4749.536133
	Iteration 12Q: 3 clusters Score -1849180 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1849416.125000 Penalty: 4749.536133
	Iteration 13Q: 3 clusters Score -1849416 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1849579.375000 Penalty: 4749.536133
	Iteration 14Q: 3 clusters Score -1849579 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1849680.250000 Penalty: 4749.536133
	Iteration 15Q: 3 clusters Score -1849680 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1849768.625000 Penalty: 4749.536133
	Iteration 16Q: 3 clusters Score -1849769 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1849828.125000 Penalty: 4749.536133
	Iteration 17Q: 3 clusters Score -1849828 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1849863.750000 Penalty: 4749.536133
	Iteration 18Q: 3 clusters Score -1849864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1849882.125000 Penalty: 4749.536133
	Iteration 19Q: 3 clusters Score -1849882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1849904.375000 Penalty: 4749.536133
	Iteration 20F: 3 clusters Score -1849904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1849919.000000 Penalty: 4749.536133
	Iteration 21Q: 3 clusters Score -1849919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1849930.250000 Penalty: 4749.536133
	Iteration 22Q: 3 clusters Score -1849930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1849938.625000 Penalty: 4749.536133
	Iteration 23Q: 3 clusters Score -1849939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1849947.125000 Penalty: 4749.536133
	Iteration 24Q: 3 clusters Score -1849947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1849949.125000 Penalty: 4749.536133
	Iteration 25Q: 3 clusters Score -1849949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1849958.000000 Penalty: 4749.536133
	Iteration 26Q: 3 clusters Score -1849958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1849960.250000 Penalty: 4749.536133
	Iteration 27Q: 3 clusters Score -1849960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1849961.000000 Penalty: 4749.536133
	Iteration 28Q: 3 clusters Score -1849961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1849960.250000 Penalty: 4749.536133
	Iteration 29Q: 3 clusters Score -1849960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1849960.250000 Penalty: 4749.536133
	Iteration 30F: 3 clusters Score -1849960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -43961.332031 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43961.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42557.691406 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -42557.69 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42782.488281 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -42782.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42868.195312 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -42868.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42943.988281 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -42943.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43012.359375 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -43012.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43036.875000 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -43036.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43048.281250 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -43048.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43052.492188 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -43052.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43062.492188 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -43062.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43062.492188 Penalty: 2993.598877
	Iteration 9F: 3 clusters Score -43062.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Entering Unmasked Estep 
Score: -710685.500000 Penalty: 2143.406494
	Iteration 0F: 2 clusters Score -710685.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -705784.750000 Penalty: 4286.812988
	Iteration 0F: 3 clusters Score -705784.8 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -707027.562500 Penalty: 4286.812988
	Iteration 1F: 3 clusters Score -707027.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -707291.500000 Penalty: 4286.812988
	Iteration 2F: 3 clusters Score -707291.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -707563.187500 Penalty: 4286.812988
	Iteration 3F: 3 clusters Score -707563.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -707839.687500 Penalty: 4286.812988
	Iteration 4F: 3 clusters Score -707839.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -708071.375000 Penalty: 4286.812988
	Iteration 5F: 3 clusters Score -708071.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -708298.187500 Penalty: 4286.812988
	Iteration 6F: 3 clusters Score -708298.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -708516.187500 Penalty: 4286.812988
	Iteration 7F: 3 clusters Score -708516.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -708741.062500 Penalty: 4286.812988
	Iteration 8Q: 3 clusters Score -708741.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -708924.562500 Penalty: 4286.812988
	Iteration 9Q: 3 clusters Score -708924.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -709073.875000 Penalty: 4286.812988
	Iteration 10Q: 3 clusters Score -709073.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -709177.187500 Penalty: 4286.812988
	Iteration 11Q: 3 clusters Score -709177.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -709232.250000 Penalty: 4286.812988
	Iteration 12Q: 3 clusters Score -709232.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -709271.562500 Penalty: 4286.812988
	Iteration 13Q: 3 clusters Score -709271.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -709300.562500 Penalty: 4286.812988
	Iteration 14Q: 3 clusters Score -709300.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -709322.187500 Penalty: 4286.812988
	Iteration 15Q: 3 clusters Score -709322.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -709336.750000 Penalty: 4286.812988
	Iteration 16Q: 3 clusters Score -709336.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -709352.687500 Penalty: 4286.812988
	Iteration 17Q: 3 clusters Score -709352.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -709364.500000 Penalty: 4286.812988
	Iteration 18Q: 3 clusters Score -709364.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -709378.687500 Penalty: 4286.812988
	Iteration 19Q: 3 clusters Score -709378.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -709389.125000 Penalty: 4286.812988
	Iteration 20F: 3 clusters Score -709389.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -709395.437500 Penalty: 4286.812988
	Iteration 21Q: 3 clusters Score -709395.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -709405.375000 Penalty: 4286.812988
	Iteration 22Q: 3 clusters Score -709405.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -709411.750000 Penalty: 4286.812988
	Iteration 23Q: 3 clusters Score -709411.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -709416.750000 Penalty: 4286.812988
	Iteration 24Q: 3 clusters Score -709416.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -709422.437500 Penalty: 4286.812988
	Iteration 25Q: 3 clusters Score -709422.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -709428.562500 Penalty: 4286.812988
	Iteration 26Q: 3 clusters Score -709428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -709428.500000 Penalty: 4286.812988
	Iteration 27Q: 3 clusters Score -709428.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -709429.625000 Penalty: 4286.812988
	Iteration 28Q: 3 clusters Score -709429.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -709429.875000 Penalty: 4286.812988
	Iteration 29Q: 3 clusters Score -709429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -709430.312500 Penalty: 4286.812988
	Iteration 30Q: 3 clusters Score -709430.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -709431.312500 Penalty: 4286.812988
	Iteration 31Q: 3 clusters Score -709431.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -709431.312500 Penalty: 4286.812988
	Iteration 32F: 3 clusters Score -709431.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Entering Unmasked Estep 
Score: -1620765.000000 Penalty: 2341.853760
	Iteration 0F: 2 clusters Score -1620765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1611333.125000 Penalty: 4683.707520
	Iteration 0F: 3 clusters Score -1611333 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1614222.625000 Penalty: 4683.707520
	Iteration 1F: 3 clusters Score -1614223 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1614480.375000 Penalty: 4683.707520
	Iteration 2F: 3 clusters Score -1614480 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1614651.875000 Penalty: 4683.707520
	Iteration 3Q: 3 clusters Score -1614652 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1614777.625000 Penalty: 4683.707520
	Iteration 4Q: 3 clusters Score -1614778 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1614849.375000 Penalty: 4683.707520
	Iteration 5Q: 3 clusters Score -1614849 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1614910.250000 Penalty: 4683.707520
	Iteration 6Q: 3 clusters Score -1614910 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1614959.250000 Penalty: 4683.707520
	Iteration 7Q: 3 clusters Score -1614959 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1614984.000000 Penalty: 4683.707520
	Iteration 8Q: 3 clusters Score -1614984 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1615003.500000 Penalty: 4683.707520
	Iteration 9Q: 3 clusters Score -1615004 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1615021.625000 Penalty: 4683.707520
	Iteration 10Q: 3 clusters Score -1615022 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1615047.500000 Penalty: 4683.707520
	Iteration 11Q: 3 clusters Score -1615048 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1615065.125000 Penalty: 4683.707520
	Iteration 12Q: 3 clusters Score -1615065 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1615077.125000 Penalty: 4683.707520
	Iteration 13Q: 3 clusters Score -1615077 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1615097.625000 Penalty: 4683.707520
	Iteration 14Q: 3 clusters Score -1615098 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1615114.500000 Penalty: 4683.707520
	Iteration 15Q: 3 clusters Score -1615114 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1615127.000000 Penalty: 4683.707520
	Iteration 16Q: 3 clusters Score -1615127 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1615150.375000 Penalty: 4683.707520
	Iteration 17Q: 3 clusters Score -1615150 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1615176.375000 Penalty: 4683.707520
	Iteration 18Q: 3 clusters Score -1615176 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1615208.375000 Penalty: 4683.707520
	Iteration 19Q: 3 clusters Score -1615208 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1615251.125000 Penalty: 4683.707520
	Iteration 20F: 3 clusters Score -1615251 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1615295.500000 Penalty: 4683.707520
	Iteration 21Q: 3 clusters Score -1615296 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1615360.625000 Penalty: 4683.707520
	Iteration 22Q: 3 clusters Score -1615361 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1615456.750000 Penalty: 4683.707520
	Iteration 23Q: 3 clusters Score -1615457 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1615571.625000 Penalty: 4683.707520
	Iteration 24Q: 3 clusters Score -1615572 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1615727.500000 Penalty: 4683.707520
	Iteration 25Q: 3 clusters Score -1615728 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1615946.875000 Penalty: 4683.707520
	Iteration 26Q: 3 clusters Score -1615947 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1616249.750000 Penalty: 4683.707520
	Iteration 27Q: 3 clusters Score -1616250 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1616565.125000 Penalty: 4683.707520
	Iteration 28Q: 3 clusters Score -1616565 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1616951.875000 Penalty: 4683.707520
	Iteration 29Q: 3 clusters Score -1616952 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1617367.000000 Penalty: 4683.707520
	Iteration 30Q: 3 clusters Score -1617367 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1617745.500000 Penalty: 4683.707520
	Iteration 31Q: 3 clusters Score -1617746 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1618048.875000 Penalty: 4683.707520
	Iteration 32Q: 3 clusters Score -1618049 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1618289.500000 Penalty: 4683.707520
	Iteration 33Q: 3 clusters Score -1618290 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1618435.750000 Penalty: 4683.707520
	Iteration 34Q: 3 clusters Score -1618436 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1618528.000000 Penalty: 4683.707520
	Iteration 35Q: 3 clusters Score -1618528 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1618609.375000 Penalty: 4683.707520
	Iteration 36Q: 3 clusters Score -1618609 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1618652.625000 Penalty: 4683.707520
	Iteration 37Q: 3 clusters Score -1618653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1618675.750000 Penalty: 4683.707520
	Iteration 38Q: 3 clusters Score -1618676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1618690.250000 Penalty: 4683.707520
	Iteration 39Q: 3 clusters Score -1618690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1618702.875000 Penalty: 4683.707520
	Iteration 40F: 3 clusters Score -1618703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1618710.125000 Penalty: 4683.707520
	Iteration 41Q: 3 clusters Score -1618710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1618725.875000 Penalty: 4683.707520
	Iteration 42Q: 3 clusters Score -1618726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1618733.250000 Penalty: 4683.707520
	Iteration 43Q: 3 clusters Score -1618733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1618742.500000 Penalty: 4683.707520
	Iteration 44Q: 3 clusters Score -1618742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1618751.250000 Penalty: 4683.707520
	Iteration 45Q: 3 clusters Score -1618751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1618762.625000 Penalty: 4683.707520
	Iteration 46Q: 3 clusters Score -1618763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1618771.000000 Penalty: 4683.707520
	Iteration 47Q: 3 clusters Score -1618771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1618779.250000 Penalty: 4683.707520
	Iteration 48Q: 3 clusters Score -1618779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1618787.375000 Penalty: 4683.707520
	Iteration 49Q: 3 clusters Score -1618787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1618789.125000 Penalty: 4683.707520
	Iteration 50Q: 3 clusters Score -1618789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1618796.000000 Penalty: 4683.707520
	Iteration 51Q: 3 clusters Score -1618796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1618801.750000 Penalty: 4683.707520
	Iteration 52Q: 3 clusters Score -1618802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1618802.500000 Penalty: 4683.707520
	Iteration 53Q: 3 clusters Score -1618802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1618803.625000 Penalty: 4683.707520
	Iteration 54Q: 3 clusters Score -1618804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1618803.625000 Penalty: 4683.707520
	Iteration 55F: 3 clusters Score -1618804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -47200.082031 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -47200.08 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 216 members 
Entering Unmasked Estep 
Score: -45777.046875 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -45777.05 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46103.500000 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -46103.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46230.550781 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -46230.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46292.339844 Penalty: 3040.009033
	Iteration 3Q: 3 clusters Score -46292.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46351.929688 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -46351.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46407.234375 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -46407.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46465.191406 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -46465.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46556.539062 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -46556.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46599.542969 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -46599.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46659.453125 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -46659.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46682.910156 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -46682.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46694.328125 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -46694.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46708.699219 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -46708.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46713.656250 Penalty: 3040.009033
	Iteration 13Q: 3 clusters Score -46713.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46735.320312 Penalty: 3040.009033
	Iteration 14Q: 3 clusters Score -46735.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46769.050781 Penalty: 3040.009033
	Iteration 15Q: 3 clusters Score -46769.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46804.132812 Penalty: 3040.009033
	Iteration 16Q: 3 clusters Score -46804.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46835.000000 Penalty: 3040.009033
	Iteration 17Q: 3 clusters Score -46835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46875.527344 Penalty: 3040.009033
	Iteration 18Q: 3 clusters Score -46875.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46951.683594 Penalty: 3040.009033
	Iteration 19Q: 3 clusters Score -46951.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47059.218750 Penalty: 3040.009033
	Iteration 20F: 3 clusters Score -47059.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47165.308594 Penalty: 3040.009033
	Iteration 21Q: 3 clusters Score -47165.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47313.355469 Penalty: 3040.009033
	Iteration 22Q: 3 clusters Score -47313.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47324.195312 Penalty: 3040.009033
	Iteration 23Q: 3 clusters Score -47324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47332.902344 Penalty: 3040.009033
	Iteration 24Q: 3 clusters Score -47332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47340.769531 Penalty: 3040.009033
	Iteration 25Q: 3 clusters Score -47340.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47340.769531 Penalty: 3040.009033
	Iteration 26F: 3 clusters Score -47340.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 14331 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 161906 members 
Mstep: Class 5 contains 274003 members 
Mstep: Class 6 contains 13355 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54676 members 
Mstep: Class 11 contains 5790 members 
Mstep: Class 12 contains 10992 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 36440 members 
Mstep: Class 15 contains 12828 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45559 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13176 members 
Mstep: Class 20 contains 12305 members 
Mstep: Class 21 contains 14410 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5669 members 
Mstep: Class 24 contains 12619 members 
Mstep: Class 25 contains 284 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 175 members 
Entering Unmasked Estep 
Score: -90826232.000000 Penalty: 90278.039062
Splitting cluster 25 changes total score from -90827944.000000 to -90826232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -79383.820312 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -79383.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -77636.804688 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -77636.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -77952.132812 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -77952.13 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -78079.773438 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -78079.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -78163.789062 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -78163.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -78233.289062 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -78233.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -78319.726562 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -78319.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -78386.351562 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -78386.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -78439.445312 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -78439.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -78497.406250 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -78497.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -78554.093750 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -78554.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -78590.570312 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -78590.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -78614.078125 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -78614.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -78638.687500 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -78638.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -78647.460938 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -78647.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -78650.484375 Penalty: 3313.081299
	Iteration 14Q: 3 clusters Score -78650.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -78651.390625 Penalty: 3313.081299
	Iteration 15Q: 3 clusters Score -78651.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -78652.515625 Penalty: 3313.081299
	Iteration 16F: 3 clusters Score -78652.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -78660.093750 Penalty: 3313.081299
	Iteration 17Q: 3 clusters Score -78660.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -78660.093750 Penalty: 3313.081299
	Iteration 18F: 3 clusters Score -78660.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 14331 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 161906 members 
Mstep: Class 5 contains 274003 members 
Mstep: Class 6 contains 13355 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54676 members 
Mstep: Class 11 contains 5790 members 
Mstep: Class 12 contains 10992 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 36440 members 
Mstep: Class 15 contains 12828 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45559 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13176 members 
Mstep: Class 20 contains 12305 members 
Mstep: Class 21 contains 14410 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5669 members 
Mstep: Class 24 contains 12619 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827896.000000 Penalty: 86934.414062
Iteration 239Q: 27 clusters Score -9.08279e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 14331 members 
Mstep: Class 3 contains 6683 members 
Mstep: Class 4 contains 161918 members 
Mstep: Class 5 contains 273994 members 
Mstep: Class 6 contains 13355 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54674 members 
Mstep: Class 11 contains 5789 members 
Mstep: Class 12 contains 10993 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 36439 members 
Mstep: Class 15 contains 12828 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45552 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13177 members 
Mstep: Class 20 contains 12306 members 
Mstep: Class 21 contains 14411 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5669 members 
Mstep: Class 24 contains 12619 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827864.000000 Penalty: 86934.414062
Iteration 240F: 27 clusters Score -9.082786e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 14332 members 
Mstep: Class 3 contains 6681 members 
Mstep: Class 4 contains 161928 members 
Mstep: Class 5 contains 273980 members 
Mstep: Class 6 contains 13355 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54674 members 
Mstep: Class 11 contains 5787 members 
Mstep: Class 12 contains 10993 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 36441 members 
Mstep: Class 15 contains 12829 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45546 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13177 members 
Mstep: Class 20 contains 12306 members 
Mstep: Class 21 contains 14409 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5669 members 
Mstep: Class 24 contains 12619 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827936.000000 Penalty: 86934.414062
Iteration 241Q: 27 clusters Score -9.082794e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 14333 members 
Mstep: Class 3 contains 6676 members 
Mstep: Class 4 contains 161945 members 
Mstep: Class 5 contains 273960 members 
Mstep: Class 6 contains 13355 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54675 members 
Mstep: Class 11 contains 5783 members 
Mstep: Class 12 contains 10992 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 36443 members 
Mstep: Class 15 contains 12828 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45546 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13177 members 
Mstep: Class 20 contains 12309 members 
Mstep: Class 21 contains 14408 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5669 members 
Mstep: Class 24 contains 12619 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827920.000000 Penalty: 86934.414062
Iteration 242Q: 27 clusters Score -9.082792e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 14334 members 
Mstep: Class 3 contains 6668 members 
Mstep: Class 4 contains 161957 members 
Mstep: Class 5 contains 273948 members 
Mstep: Class 6 contains 13356 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54673 members 
Mstep: Class 11 contains 5782 members 
Mstep: Class 12 contains 10993 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36442 members 
Mstep: Class 15 contains 12828 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45544 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13176 members 
Mstep: Class 20 contains 12311 members 
Mstep: Class 21 contains 14406 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5669 members 
Mstep: Class 24 contains 12619 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827888.000000 Penalty: 86934.414062
Iteration 243Q: 27 clusters Score -9.082789e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 14334 members 
Mstep: Class 3 contains 6664 members 
Mstep: Class 4 contains 161963 members 
Mstep: Class 5 contains 273942 members 
Mstep: Class 6 contains 13358 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54670 members 
Mstep: Class 11 contains 5778 members 
Mstep: Class 12 contains 10992 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36445 members 
Mstep: Class 15 contains 12827 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45542 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13176 members 
Mstep: Class 20 contains 12313 members 
Mstep: Class 21 contains 14403 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5670 members 
Mstep: Class 24 contains 12618 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827888.000000 Penalty: 86934.414062
Iteration 244Q: 27 clusters Score -9.082789e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 14334 members 
Mstep: Class 3 contains 6662 members 
Mstep: Class 4 contains 161982 members 
Mstep: Class 5 contains 273922 members 
Mstep: Class 6 contains 13359 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54668 members 
Mstep: Class 11 contains 5772 members 
Mstep: Class 12 contains 10991 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36443 members 
Mstep: Class 15 contains 12826 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45548 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13176 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 14403 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5670 members 
Mstep: Class 24 contains 12618 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827848.000000 Penalty: 86934.414062
Iteration 245Q: 27 clusters Score -9.082785e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 14335 members 
Mstep: Class 3 contains 6658 members 
Mstep: Class 4 contains 161998 members 
Mstep: Class 5 contains 273895 members 
Mstep: Class 6 contains 13359 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54674 members 
Mstep: Class 11 contains 5770 members 
Mstep: Class 12 contains 10991 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36439 members 
Mstep: Class 15 contains 12827 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45550 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13177 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 14402 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5670 members 
Mstep: Class 24 contains 12619 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827896.000000 Penalty: 86934.414062
Iteration 246Q: 27 clusters Score -9.08279e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 14338 members 
Mstep: Class 3 contains 6655 members 
Mstep: Class 4 contains 162002 members 
Mstep: Class 5 contains 273894 members 
Mstep: Class 6 contains 13358 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54667 members 
Mstep: Class 11 contains 5769 members 
Mstep: Class 12 contains 10991 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36437 members 
Mstep: Class 15 contains 12827 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45549 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13178 members 
Mstep: Class 20 contains 12318 members 
Mstep: Class 21 contains 14400 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5670 members 
Mstep: Class 24 contains 12617 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827920.000000 Penalty: 86934.414062
Iteration 247Q: 27 clusters Score -9.082792e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 14338 members 
Mstep: Class 3 contains 6645 members 
Mstep: Class 4 contains 161988 members 
Mstep: Class 5 contains 273907 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54665 members 
Mstep: Class 11 contains 5767 members 
Mstep: Class 12 contains 10991 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36438 members 
Mstep: Class 15 contains 12825 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45546 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13178 members 
Mstep: Class 20 contains 12326 members 
Mstep: Class 21 contains 14399 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5670 members 
Mstep: Class 24 contains 12617 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827792.000000 Penalty: 86934.414062
Iteration 248Q: 27 clusters Score -9.082779e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 14338 members 
Mstep: Class 3 contains 6639 members 
Mstep: Class 4 contains 161983 members 
Mstep: Class 5 contains 273918 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54662 members 
Mstep: Class 11 contains 5764 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36436 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45549 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13175 members 
Mstep: Class 20 contains 12327 members 
Mstep: Class 21 contains 14394 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5670 members 
Mstep: Class 24 contains 12619 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827760.000000 Penalty: 86934.414062
Iteration 249Q: 27 clusters Score -9.082776e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 14338 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 161981 members 
Mstep: Class 5 contains 273924 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54657 members 
Mstep: Class 11 contains 5760 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36440 members 
Mstep: Class 15 contains 12823 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45544 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13175 members 
Mstep: Class 20 contains 12328 members 
Mstep: Class 21 contains 14392 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5670 members 
Mstep: Class 24 contains 12620 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827928.000000 Penalty: 86934.414062
Iteration 250Q: 27 clusters Score -9.082793e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 14340 members 
Mstep: Class 3 contains 6632 members 
Mstep: Class 4 contains 161968 members 
Mstep: Class 5 contains 273943 members 
Mstep: Class 6 contains 13358 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54651 members 
Mstep: Class 11 contains 5755 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36439 members 
Mstep: Class 15 contains 12820 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45544 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13176 members 
Mstep: Class 20 contains 12328 members 
Mstep: Class 21 contains 14389 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5671 members 
Mstep: Class 24 contains 12620 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827816.000000 Penalty: 86934.414062
Iteration 251Q: 27 clusters Score -9.082782e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 14340 members 
Mstep: Class 3 contains 6625 members 
Mstep: Class 4 contains 161956 members 
Mstep: Class 5 contains 273958 members 
Mstep: Class 6 contains 13356 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54648 members 
Mstep: Class 11 contains 5750 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36440 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45544 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13177 members 
Mstep: Class 20 contains 12326 members 
Mstep: Class 21 contains 14388 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5671 members 
Mstep: Class 24 contains 12620 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827904.000000 Penalty: 86934.414062
Iteration 252Q: 27 clusters Score -9.08279e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 14340 members 
Mstep: Class 3 contains 6619 members 
Mstep: Class 4 contains 161947 members 
Mstep: Class 5 contains 273966 members 
Mstep: Class 6 contains 13354 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54644 members 
Mstep: Class 11 contains 5744 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36444 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45536 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13179 members 
Mstep: Class 20 contains 12327 members 
Mstep: Class 21 contains 14380 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5672 members 
Mstep: Class 24 contains 12620 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827920.000000 Penalty: 86934.414062
Iteration 253Q: 27 clusters Score -9.082792e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 14341 members 
Mstep: Class 3 contains 6608 members 
Mstep: Class 4 contains 161945 members 
Mstep: Class 5 contains 273969 members 
Mstep: Class 6 contains 13353 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54640 members 
Mstep: Class 11 contains 5736 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36441 members 
Mstep: Class 15 contains 12818 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45529 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13180 members 
Mstep: Class 20 contains 12334 members 
Mstep: Class 21 contains 14376 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5673 members 
Mstep: Class 24 contains 12617 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827880.000000 Penalty: 86934.414062
Iteration 254Q: 27 clusters Score -9.082788e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 14340 members 
Mstep: Class 3 contains 6600 members 
Mstep: Class 4 contains 161952 members 
Mstep: Class 5 contains 273965 members 
Mstep: Class 6 contains 13351 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54638 members 
Mstep: Class 11 contains 5727 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36441 members 
Mstep: Class 15 contains 12819 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45527 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13181 members 
Mstep: Class 20 contains 12337 members 
Mstep: Class 21 contains 14375 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5673 members 
Mstep: Class 24 contains 12612 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828000.000000 Penalty: 86934.414062
Iteration 255Q: 27 clusters Score -9.0828e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 14340 members 
Mstep: Class 3 contains 6587 members 
Mstep: Class 4 contains 161941 members 
Mstep: Class 5 contains 273979 members 
Mstep: Class 6 contains 13347 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54640 members 
Mstep: Class 11 contains 5718 members 
Mstep: Class 12 contains 10989 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36442 members 
Mstep: Class 15 contains 12818 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45523 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13182 members 
Mstep: Class 20 contains 12344 members 
Mstep: Class 21 contains 14373 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5673 members 
Mstep: Class 24 contains 12608 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828016.000000 Penalty: 86934.414062
Iteration 256Q: 27 clusters Score -9.082802e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 14340 members 
Mstep: Class 3 contains 6578 members 
Mstep: Class 4 contains 161928 members 
Mstep: Class 5 contains 273995 members 
Mstep: Class 6 contains 13346 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54636 members 
Mstep: Class 11 contains 5714 members 
Mstep: Class 12 contains 10988 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36442 members 
Mstep: Class 15 contains 12818 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45517 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13181 members 
Mstep: Class 20 contains 12345 members 
Mstep: Class 21 contains 14370 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5674 members 
Mstep: Class 24 contains 12609 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828120.000000 Penalty: 86934.414062
Iteration 257Q: 27 clusters Score -9.082812e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 14340 members 
Mstep: Class 3 contains 6566 members 
Mstep: Class 4 contains 161915 members 
Mstep: Class 5 contains 274007 members 
Mstep: Class 6 contains 13350 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54635 members 
Mstep: Class 11 contains 5708 members 
Mstep: Class 12 contains 10987 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36443 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45513 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13181 members 
Mstep: Class 20 contains 12344 members 
Mstep: Class 21 contains 14365 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5674 members 
Mstep: Class 24 contains 12609 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828128.000000 Penalty: 86934.414062
Iteration 258Q: 27 clusters Score -9.082813e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 14340 members 
Mstep: Class 3 contains 6559 members 
Mstep: Class 4 contains 161915 members 
Mstep: Class 5 contains 274011 members 
Mstep: Class 6 contains 13350 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54632 members 
Mstep: Class 11 contains 5700 members 
Mstep: Class 12 contains 10987 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 36444 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45512 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13182 members 
Mstep: Class 20 contains 12343 members 
Mstep: Class 21 contains 14360 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5674 members 
Mstep: Class 24 contains 12609 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828096.000000 Penalty: 86934.414062
Iteration 259Q: 27 clusters Score -9.08281e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 14341 members 
Mstep: Class 3 contains 6554 members 
Mstep: Class 4 contains 161898 members 
Mstep: Class 5 contains 274034 members 
Mstep: Class 6 contains 13350 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54629 members 
Mstep: Class 11 contains 5693 members 
Mstep: Class 12 contains 10987 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 36444 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45502 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13184 members 
Mstep: Class 20 contains 12342 members 
Mstep: Class 21 contains 14357 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5674 members 
Mstep: Class 24 contains 12609 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828120.000000 Penalty: 86934.414062
Iteration 260F: 27 clusters Score -9.082812e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 14342 members 
Mstep: Class 3 contains 6546 members 
Mstep: Class 4 contains 161888 members 
Mstep: Class 5 contains 274047 members 
Mstep: Class 6 contains 13352 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54626 members 
Mstep: Class 11 contains 5688 members 
Mstep: Class 12 contains 10987 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 36444 members 
Mstep: Class 15 contains 12817 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45498 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13182 members 
Mstep: Class 20 contains 12340 members 
Mstep: Class 21 contains 14353 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5674 members 
Mstep: Class 24 contains 12609 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828040.000000 Penalty: 86934.414062
Iteration 261Q: 27 clusters Score -9.082804e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 14342 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 161880 members 
Mstep: Class 5 contains 274062 members 
Mstep: Class 6 contains 13354 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54625 members 
Mstep: Class 11 contains 5681 members 
Mstep: Class 12 contains 10986 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 36439 members 
Mstep: Class 15 contains 12818 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45492 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13180 members 
Mstep: Class 20 contains 12341 members 
Mstep: Class 21 contains 14349 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5675 members 
Mstep: Class 24 contains 12609 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828048.000000 Penalty: 86934.414062
Iteration 262Q: 27 clusters Score -9.082805e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 14341 members 
Mstep: Class 3 contains 6531 members 
Mstep: Class 4 contains 161876 members 
Mstep: Class 5 contains 274063 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54623 members 
Mstep: Class 11 contains 5679 members 
Mstep: Class 12 contains 10986 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 36441 members 
Mstep: Class 15 contains 12816 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45472 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13180 members 
Mstep: Class 20 contains 12345 members 
Mstep: Class 21 contains 14349 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5677 members 
Mstep: Class 24 contains 12609 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828016.000000 Penalty: 86934.414062
Iteration 263Q: 27 clusters Score -9.082802e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 14341 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 161876 members 
Mstep: Class 5 contains 274065 members 
Mstep: Class 6 contains 13358 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54621 members 
Mstep: Class 11 contains 5675 members 
Mstep: Class 12 contains 10986 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 36443 members 
Mstep: Class 15 contains 12814 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45463 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13180 members 
Mstep: Class 20 contains 12344 members 
Mstep: Class 21 contains 14342 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5677 members 
Mstep: Class 24 contains 12610 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828056.000000 Penalty: 86934.414062
Iteration 264Q: 27 clusters Score -9.082806e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 14340 members 
Mstep: Class 3 contains 6514 members 
Mstep: Class 4 contains 161880 members 
Mstep: Class 5 contains 274060 members 
Mstep: Class 6 contains 13356 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54621 members 
Mstep: Class 11 contains 5672 members 
Mstep: Class 12 contains 10987 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36445 members 
Mstep: Class 15 contains 12813 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45451 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13180 members 
Mstep: Class 20 contains 12347 members 
Mstep: Class 21 contains 14328 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5677 members 
Mstep: Class 24 contains 12611 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827928.000000 Penalty: 86934.414062
Iteration 265Q: 27 clusters Score -9.082793e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 14342 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 161877 members 
Mstep: Class 5 contains 274063 members 
Mstep: Class 6 contains 13356 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54622 members 
Mstep: Class 11 contains 5670 members 
Mstep: Class 12 contains 10987 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36446 members 
Mstep: Class 15 contains 12813 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45434 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13180 members 
Mstep: Class 20 contains 12350 members 
Mstep: Class 21 contains 14319 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5677 members 
Mstep: Class 24 contains 12609 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827944.000000 Penalty: 86934.414062
Iteration 266Q: 27 clusters Score -9.082794e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 14343 members 
Mstep: Class 3 contains 6496 members 
Mstep: Class 4 contains 161874 members 
Mstep: Class 5 contains 274062 members 
Mstep: Class 6 contains 13359 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54622 members 
Mstep: Class 11 contains 5668 members 
Mstep: Class 12 contains 10985 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36448 members 
Mstep: Class 15 contains 12814 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45431 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13179 members 
Mstep: Class 20 contains 12353 members 
Mstep: Class 21 contains 14310 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5677 members 
Mstep: Class 24 contains 12606 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827992.000000 Penalty: 86934.414062
Iteration 267Q: 27 clusters Score -9.082799e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 14343 members 
Mstep: Class 3 contains 6486 members 
Mstep: Class 4 contains 161872 members 
Mstep: Class 5 contains 274061 members 
Mstep: Class 6 contains 13365 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54620 members 
Mstep: Class 11 contains 5666 members 
Mstep: Class 12 contains 10985 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36450 members 
Mstep: Class 15 contains 12814 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45422 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13179 members 
Mstep: Class 20 contains 12353 members 
Mstep: Class 21 contains 14305 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5678 members 
Mstep: Class 24 contains 12604 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827976.000000 Penalty: 86934.414062
Iteration 268Q: 27 clusters Score -9.082798e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 14343 members 
Mstep: Class 3 contains 6481 members 
Mstep: Class 4 contains 161875 members 
Mstep: Class 5 contains 274058 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54615 members 
Mstep: Class 11 contains 5663 members 
Mstep: Class 12 contains 10985 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36456 members 
Mstep: Class 15 contains 12816 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45407 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13179 members 
Mstep: Class 20 contains 12353 members 
Mstep: Class 21 contains 14294 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5681 members 
Mstep: Class 24 contains 12603 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828008.000000 Penalty: 86934.414062
Iteration 269Q: 27 clusters Score -9.082801e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 14343 members 
Mstep: Class 3 contains 6472 members 
Mstep: Class 4 contains 161872 members 
Mstep: Class 5 contains 274062 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54611 members 
Mstep: Class 11 contains 5659 members 
Mstep: Class 12 contains 10987 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36463 members 
Mstep: Class 15 contains 12816 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45400 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13179 members 
Mstep: Class 20 contains 12358 members 
Mstep: Class 21 contains 14285 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5682 members 
Mstep: Class 24 contains 12601 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828080.000000 Penalty: 86934.414062
Iteration 270Q: 27 clusters Score -9.082808e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 14343 members 
Mstep: Class 3 contains 6461 members 
Mstep: Class 4 contains 161867 members 
Mstep: Class 5 contains 274073 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54609 members 
Mstep: Class 11 contains 5653 members 
Mstep: Class 12 contains 10988 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36472 members 
Mstep: Class 15 contains 12816 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45382 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13179 members 
Mstep: Class 20 contains 12357 members 
Mstep: Class 21 contains 14280 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5683 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828008.000000 Penalty: 86934.414062
Iteration 271Q: 27 clusters Score -9.082801e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 14342 members 
Mstep: Class 3 contains 6446 members 
Mstep: Class 4 contains 161868 members 
Mstep: Class 5 contains 274067 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54608 members 
Mstep: Class 11 contains 5649 members 
Mstep: Class 12 contains 10990 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36473 members 
Mstep: Class 15 contains 12818 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45377 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13179 members 
Mstep: Class 20 contains 12359 members 
Mstep: Class 21 contains 14271 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5685 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828000.000000 Penalty: 86934.414062
Iteration 272Q: 27 clusters Score -9.0828e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 14344 members 
Mstep: Class 3 contains 6436 members 
Mstep: Class 4 contains 161864 members 
Mstep: Class 5 contains 274069 members 
Mstep: Class 6 contains 13368 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54610 members 
Mstep: Class 11 contains 5643 members 
Mstep: Class 12 contains 10993 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36479 members 
Mstep: Class 15 contains 12815 members 
Mstep: Class 16 contains 477 members 
Mstep: Class 17 contains 45364 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13179 members 
Mstep: Class 20 contains 12359 members 
Mstep: Class 21 contains 14264 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5688 members 
Mstep: Class 24 contains 12603 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828080.000000 Penalty: 86934.414062
Iteration 273Q: 27 clusters Score -9.082808e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 14346 members 
Mstep: Class 3 contains 6422 members 
Mstep: Class 4 contains 161864 members 
Mstep: Class 5 contains 274068 members 
Mstep: Class 6 contains 13366 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54604 members 
Mstep: Class 11 contains 5636 members 
Mstep: Class 12 contains 10992 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36482 members 
Mstep: Class 15 contains 12815 members 
Mstep: Class 16 contains 478 members 
Mstep: Class 17 contains 45366 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13179 members 
Mstep: Class 20 contains 12359 members 
Mstep: Class 21 contains 14258 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5692 members 
Mstep: Class 24 contains 12603 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828048.000000 Penalty: 86934.414062
Iteration 274Q: 27 clusters Score -9.082805e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 14350 members 
Mstep: Class 3 contains 6409 members 
Mstep: Class 4 contains 161865 members 
Mstep: Class 5 contains 274073 members 
Mstep: Class 6 contains 13368 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54606 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 10992 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36482 members 
Mstep: Class 15 contains 12811 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 45359 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13180 members 
Mstep: Class 20 contains 12361 members 
Mstep: Class 21 contains 14248 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5692 members 
Mstep: Class 24 contains 12603 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828032.000000 Penalty: 86934.414062
Iteration 275Q: 27 clusters Score -9.082803e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 14352 members 
Mstep: Class 3 contains 6398 members 
Mstep: Class 4 contains 161859 members 
Mstep: Class 5 contains 274079 members 
Mstep: Class 6 contains 13372 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 54605 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 10994 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36483 members 
Mstep: Class 15 contains 12813 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45347 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13183 members 
Mstep: Class 20 contains 12361 members 
Mstep: Class 21 contains 14242 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5692 members 
Mstep: Class 24 contains 12603 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827952.000000 Penalty: 86934.414062
Iteration 276Q: 27 clusters Score -9.082795e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 14352 members 
Mstep: Class 3 contains 6393 members 
Mstep: Class 4 contains 161854 members 
Mstep: Class 5 contains 274084 members 
Mstep: Class 6 contains 13374 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54602 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 10995 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36481 members 
Mstep: Class 15 contains 12812 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45345 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13184 members 
Mstep: Class 20 contains 12361 members 
Mstep: Class 21 contains 14234 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5692 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828184.000000 Penalty: 86934.414062
Iteration 277Q: 27 clusters Score -9.082818e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 14355 members 
Mstep: Class 3 contains 6386 members 
Mstep: Class 4 contains 161847 members 
Mstep: Class 5 contains 274090 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54597 members 
Mstep: Class 11 contains 5617 members 
Mstep: Class 12 contains 10995 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36479 members 
Mstep: Class 15 contains 12815 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45345 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13184 members 
Mstep: Class 20 contains 12363 members 
Mstep: Class 21 contains 14229 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5693 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828240.000000 Penalty: 86934.414062
Iteration 278Q: 27 clusters Score -9.082824e+07 nChanged 89
Entering ConstructFrom: 
Score: -90828240.000000 Penalty: 86934.414062
Entering ConstructFrom: 
Trying to split cluster 1 (8407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Entering Unmasked Estep 
Score: -988451.500000 Penalty: 2241.131348
	Iteration 0F: 2 clusters Score -988451.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -981866.562500 Penalty: 4482.262695
	Iteration 0F: 3 clusters Score -981866.6 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -983836.625000 Penalty: 4482.262695
	Iteration 1F: 3 clusters Score -983836.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -984147.375000 Penalty: 4482.262695
	Iteration 2F: 3 clusters Score -984147.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -984349.562500 Penalty: 4482.262695
	Iteration 3F: 3 clusters Score -984349.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -984500.875000 Penalty: 4482.262695
	Iteration 4Q: 3 clusters Score -984500.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -984613.187500 Penalty: 4482.262695
	Iteration 5Q: 3 clusters Score -984613.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -984726.500000 Penalty: 4482.262695
	Iteration 6Q: 3 clusters Score -984726.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -984844.750000 Penalty: 4482.262695
	Iteration 7Q: 3 clusters Score -984844.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -984975.875000 Penalty: 4482.262695
	Iteration 8Q: 3 clusters Score -984975.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -985148.187500 Penalty: 4482.262695
	Iteration 9Q: 3 clusters Score -985148.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -985399.000000 Penalty: 4482.262695
	Iteration 10Q: 3 clusters Score -985399 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -985661.875000 Penalty: 4482.262695
	Iteration 11Q: 3 clusters Score -985661.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -985930.375000 Penalty: 4482.262695
	Iteration 12Q: 3 clusters Score -985930.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -986178.812500 Penalty: 4482.262695
	Iteration 13Q: 3 clusters Score -986178.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -986436.062500 Penalty: 4482.262695
	Iteration 14Q: 3 clusters Score -986436.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -986676.062500 Penalty: 4482.262695
	Iteration 15Q: 3 clusters Score -986676.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -986868.562500 Penalty: 4482.262695
	Iteration 16Q: 3 clusters Score -986868.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -987014.000000 Penalty: 4482.262695
	Iteration 17Q: 3 clusters Score -987014 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -987120.875000 Penalty: 4482.262695
	Iteration 18Q: 3 clusters Score -987120.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -987207.250000 Penalty: 4482.262695
	Iteration 19Q: 3 clusters Score -987207.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -987267.000000 Penalty: 4482.262695
	Iteration 20F: 3 clusters Score -987267 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -987308.000000 Penalty: 4482.262695
	Iteration 21Q: 3 clusters Score -987308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -987330.312500 Penalty: 4482.262695
	Iteration 22Q: 3 clusters Score -987330.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -987342.312500 Penalty: 4482.262695
	Iteration 23Q: 3 clusters Score -987342.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -987354.125000 Penalty: 4482.262695
	Iteration 24Q: 3 clusters Score -987354.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -987363.125000 Penalty: 4482.262695
	Iteration 25Q: 3 clusters Score -987363.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -987367.000000 Penalty: 4482.262695
	Iteration 26Q: 3 clusters Score -987367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -987371.937500 Penalty: 4482.262695
	Iteration 27Q: 3 clusters Score -987371.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -987376.000000 Penalty: 4482.262695
	Iteration 28Q: 3 clusters Score -987376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -987380.937500 Penalty: 4482.262695
	Iteration 29Q: 3 clusters Score -987380.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -987384.812500 Penalty: 4482.262695
	Iteration 30Q: 3 clusters Score -987384.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -987385.437500 Penalty: 4482.262695
	Iteration 31Q: 3 clusters Score -987385.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -987386.437500 Penalty: 4482.262695
	Iteration 32Q: 3 clusters Score -987386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -987387.625000 Penalty: 4482.262695
	Iteration 33Q: 3 clusters Score -987387.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -987388.375000 Penalty: 4482.262695
	Iteration 34Q: 3 clusters Score -987388.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -987388.812500 Penalty: 4482.262695
	Iteration 35Q: 3 clusters Score -987388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -987389.187500 Penalty: 4482.262695
	Iteration 36Q: 3 clusters Score -987389.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -987389.187500 Penalty: 4482.262695
	Iteration 37F: 3 clusters Score -987389.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Entering Unmasked Estep 
Score: -1872420.625000 Penalty: 2373.767822
	Iteration 0F: 2 clusters Score -1872421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1861944.500000 Penalty: 4747.535645
	Iteration 0F: 3 clusters Score -1861944 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1865242.000000 Penalty: 4747.535645
	Iteration 1F: 3 clusters Score -1865242 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1865627.750000 Penalty: 4747.535645
	Iteration 2F: 3 clusters Score -1865628 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1865917.750000 Penalty: 4747.535645
	Iteration 3F: 3 clusters Score -1865918 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1866134.500000 Penalty: 4747.535645
	Iteration 4Q: 3 clusters Score -1866134 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1866317.625000 Penalty: 4747.535645
	Iteration 5Q: 3 clusters Score -1866318 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1866510.750000 Penalty: 4747.535645
	Iteration 6Q: 3 clusters Score -1866511 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1866758.750000 Penalty: 4747.535645
	Iteration 7Q: 3 clusters Score -1866759 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1867059.375000 Penalty: 4747.535645
	Iteration 8Q: 3 clusters Score -1867059 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1867473.750000 Penalty: 4747.535645
	Iteration 9Q: 3 clusters Score -1867474 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1868007.875000 Penalty: 4747.535645
	Iteration 10F: 3 clusters Score -1868008 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1868643.000000 Penalty: 4747.535645
	Iteration 11F: 3 clusters Score -1868643 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1869243.750000 Penalty: 4747.535645
	Iteration 12Q: 3 clusters Score -1869244 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1869745.500000 Penalty: 4747.535645
	Iteration 13Q: 3 clusters Score -1869746 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1870071.375000 Penalty: 4747.535645
	Iteration 14Q: 3 clusters Score -1870071 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1870276.875000 Penalty: 4747.535645
	Iteration 15Q: 3 clusters Score -1870277 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1870388.625000 Penalty: 4747.535645
	Iteration 16Q: 3 clusters Score -1870389 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1870459.375000 Penalty: 4747.535645
	Iteration 17Q: 3 clusters Score -1870459 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1870503.250000 Penalty: 4747.535645
	Iteration 18Q: 3 clusters Score -1870503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1870532.125000 Penalty: 4747.535645
	Iteration 19Q: 3 clusters Score -1870532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1870550.125000 Penalty: 4747.535645
	Iteration 20F: 3 clusters Score -1870550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1870578.250000 Penalty: 4747.535645
	Iteration 21Q: 3 clusters Score -1870578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1870594.750000 Penalty: 4747.535645
	Iteration 22Q: 3 clusters Score -1870595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1870610.125000 Penalty: 4747.535645
	Iteration 23Q: 3 clusters Score -1870610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1870620.250000 Penalty: 4747.535645
	Iteration 24Q: 3 clusters Score -1870620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1870630.750000 Penalty: 4747.535645
	Iteration 25Q: 3 clusters Score -1870631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1870644.500000 Penalty: 4747.535645
	Iteration 26Q: 3 clusters Score -1870644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1870656.625000 Penalty: 4747.535645
	Iteration 27Q: 3 clusters Score -1870657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1870660.375000 Penalty: 4747.535645
	Iteration 28Q: 3 clusters Score -1870660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1870663.375000 Penalty: 4747.535645
	Iteration 29Q: 3 clusters Score -1870663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1870663.625000 Penalty: 4747.535645
	Iteration 30Q: 3 clusters Score -1870664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1870663.625000 Penalty: 4747.535645
	Iteration 31F: 3 clusters Score -1870664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Entering Unmasked Estep 
Score: -719883.062500 Penalty: 2172.631104
	Iteration 0F: 2 clusters Score -719883.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -714479.812500 Penalty: 4345.262207
	Iteration 0F: 3 clusters Score -714479.8 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -715906.125000 Penalty: 4345.262207
	Iteration 1F: 3 clusters Score -715906.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -716200.562500 Penalty: 4345.262207
	Iteration 2F: 3 clusters Score -716200.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -716428.062500 Penalty: 4345.262207
	Iteration 3F: 3 clusters Score -716428.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -716669.937500 Penalty: 4345.262207
	Iteration 4F: 3 clusters Score -716669.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -716893.250000 Penalty: 4345.262207
	Iteration 5Q: 3 clusters Score -716893.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -717074.937500 Penalty: 4345.262207
	Iteration 6Q: 3 clusters Score -717074.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -717246.437500 Penalty: 4345.262207
	Iteration 7Q: 3 clusters Score -717246.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -717410.875000 Penalty: 4345.262207
	Iteration 8Q: 3 clusters Score -717410.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -717557.000000 Penalty: 4345.262207
	Iteration 9Q: 3 clusters Score -717557 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -717650.062500 Penalty: 4345.262207
	Iteration 10Q: 3 clusters Score -717650.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -717732.062500 Penalty: 4345.262207
	Iteration 11Q: 3 clusters Score -717732.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -717798.687500 Penalty: 4345.262207
	Iteration 12Q: 3 clusters Score -717798.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -717854.625000 Penalty: 4345.262207
	Iteration 13Q: 3 clusters Score -717854.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -717905.500000 Penalty: 4345.262207
	Iteration 14Q: 3 clusters Score -717905.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -717946.750000 Penalty: 4345.262207
	Iteration 15Q: 3 clusters Score -717946.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -717970.812500 Penalty: 4345.262207
	Iteration 16Q: 3 clusters Score -717970.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -717998.437500 Penalty: 4345.262207
	Iteration 17Q: 3 clusters Score -717998.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -718021.250000 Penalty: 4345.262207
	Iteration 18Q: 3 clusters Score -718021.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -718039.312500 Penalty: 4345.262207
	Iteration 19Q: 3 clusters Score -718039.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -718052.937500 Penalty: 4345.262207
	Iteration 20F: 3 clusters Score -718052.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -718068.437500 Penalty: 4345.262207
	Iteration 21Q: 3 clusters Score -718068.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -718078.937500 Penalty: 4345.262207
	Iteration 22Q: 3 clusters Score -718078.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -718089.625000 Penalty: 4345.262207
	Iteration 23Q: 3 clusters Score -718089.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -718102.312500 Penalty: 4345.262207
	Iteration 24Q: 3 clusters Score -718102.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -718109.687500 Penalty: 4345.262207
	Iteration 25Q: 3 clusters Score -718109.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -718115.750000 Penalty: 4345.262207
	Iteration 26Q: 3 clusters Score -718115.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -718120.625000 Penalty: 4345.262207
	Iteration 27Q: 3 clusters Score -718120.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -718126.062500 Penalty: 4345.262207
	Iteration 28Q: 3 clusters Score -718126.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -718127.625000 Penalty: 4345.262207
	Iteration 29Q: 3 clusters Score -718127.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -718129.625000 Penalty: 4345.262207
	Iteration 30Q: 3 clusters Score -718129.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -718133.500000 Penalty: 4345.262207
	Iteration 31Q: 3 clusters Score -718133.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -718134.312500 Penalty: 4345.262207
	Iteration 32Q: 3 clusters Score -718134.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -718134.312500 Penalty: 4345.262207
	Iteration 33Q: 3 clusters Score -718134.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -718136.250000 Penalty: 4345.262207
	Iteration 34Q: 3 clusters Score -718136.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -718137.750000 Penalty: 4345.262207
	Iteration 35Q: 3 clusters Score -718137.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -718139.062500 Penalty: 4345.262207
	Iteration 36Q: 3 clusters Score -718139.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -718141.062500 Penalty: 4345.262207
	Iteration 37Q: 3 clusters Score -718141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -718140.875000 Penalty: 4345.262207
	Iteration 38Q: 3 clusters Score -718140.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -718141.812500 Penalty: 4345.262207
	Iteration 39Q: 3 clusters Score -718141.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -718142.500000 Penalty: 4345.262207
	Iteration 40F: 3 clusters Score -718142.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (161843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161843 members 
Entering Unmasked Estep 
Score: -21049044.000000 Penalty: 2974.606689
	Iteration 0F: 2 clusters Score -2.104904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 81123 members 
Entering Unmasked Estep 
Score: -20942890.000000 Penalty: 5949.213379
	Iteration 0F: 3 clusters Score -2.094289e+07 nChanged 77568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78480 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -20988472.000000 Penalty: 5949.213379
	Iteration 1F: 3 clusters Score -2.098847e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76971 members 
Mstep: Class 2 contains 84872 members 
Entering Unmasked Estep 
Score: -20990254.000000 Penalty: 5949.213379
	Iteration 2Q: 3 clusters Score -2.099025e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74807 members 
Mstep: Class 2 contains 87036 members 
Entering Unmasked Estep 
Score: -20993044.000000 Penalty: 5949.213379
	Iteration 3Q: 3 clusters Score -2.099304e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 89819 members 
Entering Unmasked Estep 
Score: -20996846.000000 Penalty: 5949.213379
	Iteration 4Q: 3 clusters Score -2.099685e+07 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 93389 members 
Entering Unmasked Estep 
Score: -21001978.000000 Penalty: 5949.213379
	Iteration 5F: 3 clusters Score -2.100198e+07 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 97716 members 
Entering Unmasked Estep 
Score: -21008106.000000 Penalty: 5949.213379
	Iteration 6F: 3 clusters Score -2.100811e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 102645 members 
Entering Unmasked Estep 
Score: -21014830.000000 Penalty: 5949.213379
	Iteration 7F: 3 clusters Score -2.101483e+07 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 107410 members 
Entering Unmasked Estep 
Score: -21022054.000000 Penalty: 5949.213379
	Iteration 8F: 3 clusters Score -2.102205e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 111452 members 
Entering Unmasked Estep 
Score: -21027572.000000 Penalty: 5949.213379
	Iteration 9F: 3 clusters Score -2.102757e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 114672 members 
Entering Unmasked Estep 
Score: -21031210.000000 Penalty: 5949.213379
	Iteration 10Q: 3 clusters Score -2.103121e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 117307 members 
Entering Unmasked Estep 
Score: -21033094.000000 Penalty: 5949.213379
	Iteration 11Q: 3 clusters Score -2.103309e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 119711 members 
Entering Unmasked Estep 
Score: -21034220.000000 Penalty: 5949.213379
	Iteration 12Q: 3 clusters Score -2.103422e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 122047 members 
Entering Unmasked Estep 
Score: -21035320.000000 Penalty: 5949.213379
	Iteration 13Q: 3 clusters Score -2.103532e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 124334 members 
Entering Unmasked Estep 
Score: -21036264.000000 Penalty: 5949.213379
	Iteration 14Q: 3 clusters Score -2.103626e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 126552 members 
Entering Unmasked Estep 
Score: -21037076.000000 Penalty: 5949.213379
	Iteration 15Q: 3 clusters Score -2.103708e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 128665 members 
Entering Unmasked Estep 
Score: -21037742.000000 Penalty: 5949.213379
	Iteration 16Q: 3 clusters Score -2.103774e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 130668 members 
Entering Unmasked Estep 
Score: -21038762.000000 Penalty: 5949.213379
	Iteration 17Q: 3 clusters Score -2.103876e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 132547 members 
Entering Unmasked Estep 
Score: -21039562.000000 Penalty: 5949.213379
	Iteration 18Q: 3 clusters Score -2.103956e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 134341 members 
Entering Unmasked Estep 
Score: -21040270.000000 Penalty: 5949.213379
	Iteration 19Q: 3 clusters Score -2.104027e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 135979 members 
Entering Unmasked Estep 
Score: -21040844.000000 Penalty: 5949.213379
	Iteration 20F: 3 clusters Score -2.104084e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 137484 members 
Entering Unmasked Estep 
Score: -21041240.000000 Penalty: 5949.213379
	Iteration 21Q: 3 clusters Score -2.104124e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 138925 members 
Entering Unmasked Estep 
Score: -21041624.000000 Penalty: 5949.213379
	Iteration 22Q: 3 clusters Score -2.104162e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 140343 members 
Entering Unmasked Estep 
Score: -21042128.000000 Penalty: 5949.213379
	Iteration 23Q: 3 clusters Score -2.104213e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 141710 members 
Entering Unmasked Estep 
Score: -21042490.000000 Penalty: 5949.213379
	Iteration 24Q: 3 clusters Score -2.104249e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 142981 members 
Entering Unmasked Estep 
Score: -21042872.000000 Penalty: 5949.213379
	Iteration 25Q: 3 clusters Score -2.104287e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 144281 members 
Entering Unmasked Estep 
Score: -21043260.000000 Penalty: 5949.213379
	Iteration 26Q: 3 clusters Score -2.104326e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 145510 members 
Entering Unmasked Estep 
Score: -21043606.000000 Penalty: 5949.213379
	Iteration 27Q: 3 clusters Score -2.104361e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 146719 members 
Entering Unmasked Estep 
Score: -21044000.000000 Penalty: 5949.213379
	Iteration 28Q: 3 clusters Score -2.1044e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 147939 members 
Entering Unmasked Estep 
Score: -21044306.000000 Penalty: 5949.213379
	Iteration 29Q: 3 clusters Score -2.104431e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 149139 members 
Entering Unmasked Estep 
Score: -21044656.000000 Penalty: 5949.213379
	Iteration 30Q: 3 clusters Score -2.104466e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 150248 members 
Entering Unmasked Estep 
Score: -21044928.000000 Penalty: 5949.213379
	Iteration 31Q: 3 clusters Score -2.104493e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 151345 members 
Entering Unmasked Estep 
Score: -21045242.000000 Penalty: 5949.213379
	Iteration 32Q: 3 clusters Score -2.104524e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 152354 members 
Entering Unmasked Estep 
Score: -21045540.000000 Penalty: 5949.213379
	Iteration 33Q: 3 clusters Score -2.104554e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 153267 members 
Entering Unmasked Estep 
Score: -21045786.000000 Penalty: 5949.213379
	Iteration 34Q: 3 clusters Score -2.104579e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 154109 members 
Entering Unmasked Estep 
Score: -21045984.000000 Penalty: 5949.213379
	Iteration 35Q: 3 clusters Score -2.104598e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 154851 members 
Entering Unmasked Estep 
Score: -21046232.000000 Penalty: 5949.213379
	Iteration 36Q: 3 clusters Score -2.104623e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 155516 members 
Entering Unmasked Estep 
Score: -21046546.000000 Penalty: 5949.213379
	Iteration 37Q: 3 clusters Score -2.104655e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 156090 members 
Entering Unmasked Estep 
Score: -21046892.000000 Penalty: 5949.213379
	Iteration 38Q: 3 clusters Score -2.104689e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 156577 members 
Entering Unmasked Estep 
Score: -21047326.000000 Penalty: 5949.213379
	Iteration 39Q: 3 clusters Score -2.104733e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 156943 members 
Entering Unmasked Estep 
Score: -21047790.000000 Penalty: 5949.213379
	Iteration 40F: 3 clusters Score -2.104779e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 157187 members 
Entering Unmasked Estep 
Score: -21048082.000000 Penalty: 5949.213379
	Iteration 41Q: 3 clusters Score -2.104808e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 157303 members 
Entering Unmasked Estep 
Score: -21048194.000000 Penalty: 5949.213379
	Iteration 42Q: 3 clusters Score -2.104819e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 157367 members 
Entering Unmasked Estep 
Score: -21048266.000000 Penalty: 5949.213379
	Iteration 43Q: 3 clusters Score -2.104827e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 157420 members 
Entering Unmasked Estep 
Score: -21048308.000000 Penalty: 5949.213379
	Iteration 44Q: 3 clusters Score -2.104831e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 157437 members 
Entering Unmasked Estep 
Score: -21048332.000000 Penalty: 5949.213379
	Iteration 45Q: 3 clusters Score -2.104833e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 157449 members 
Entering Unmasked Estep 
Score: -21048348.000000 Penalty: 5949.213379
	Iteration 46Q: 3 clusters Score -2.104835e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 157436 members 
Entering Unmasked Estep 
Score: -21048354.000000 Penalty: 5949.213379
	Iteration 47Q: 3 clusters Score -2.104835e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 157420 members 
Entering Unmasked Estep 
Score: -21048368.000000 Penalty: 5949.213379
	Iteration 48Q: 3 clusters Score -2.104837e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 157402 members 
Entering Unmasked Estep 
Score: -21048402.000000 Penalty: 5949.213379
	Iteration 49Q: 3 clusters Score -2.10484e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 157395 members 
Entering Unmasked Estep 
Score: -21048408.000000 Penalty: 5949.213379
	Iteration 50Q: 3 clusters Score -2.104841e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 157391 members 
Entering Unmasked Estep 
Score: -21048410.000000 Penalty: 5949.213379
	Iteration 51Q: 3 clusters Score -2.104841e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 157384 members 
Entering Unmasked Estep 
Score: -21048402.000000 Penalty: 5949.213379
	Iteration 52Q: 3 clusters Score -2.10484e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 157382 members 
Entering Unmasked Estep 
Score: -21048402.000000 Penalty: 5949.213379
	Iteration 53Q: 3 clusters Score -2.10484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 157383 members 
Entering Unmasked Estep 
Score: -21048394.000000 Penalty: 5949.213379
	Iteration 54Q: 3 clusters Score -2.104839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 157383 members 
Entering Unmasked Estep 
Score: -21048396.000000 Penalty: 5949.213379
	Iteration 55Q: 3 clusters Score -2.10484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 157381 members 
Entering Unmasked Estep 
Score: -21048394.000000 Penalty: 5949.213379
	Iteration 56Q: 3 clusters Score -2.104839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 157373 members 
Entering Unmasked Estep 
Score: -21048402.000000 Penalty: 5949.213379
	Iteration 57Q: 3 clusters Score -2.10484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 157366 members 
Entering Unmasked Estep 
Score: -21048408.000000 Penalty: 5949.213379
	Iteration 58Q: 3 clusters Score -2.104841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 157363 members 
Entering Unmasked Estep 
Score: -21048420.000000 Penalty: 5949.213379
	Iteration 59Q: 3 clusters Score -2.104842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 157358 members 
Entering Unmasked Estep 
Score: -21048420.000000 Penalty: 5949.213379
	Iteration 60F: 3 clusters Score -2.104842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 157355 members 
Entering Unmasked Estep 
Score: -21048412.000000 Penalty: 5949.213379
	Iteration 61Q: 3 clusters Score -2.104841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 157355 members 
Entering Unmasked Estep 
Score: -21048416.000000 Penalty: 5949.213379
	Iteration 62Q: 3 clusters Score -2.104842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 157353 members 
Entering Unmasked Estep 
Score: -21048410.000000 Penalty: 5949.213379
	Iteration 63Q: 3 clusters Score -2.104841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 157353 members 
Entering Unmasked Estep 
Score: -21048410.000000 Penalty: 5949.213379
	Iteration 64F: 3 clusters Score -2.104841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (274101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274101 members 
Entering Unmasked Estep 
Score: -35658280.000000 Penalty: 3105.270508
	Iteration 0F: 2 clusters Score -3.565828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136590 members 
Mstep: Class 2 contains 137511 members 
Entering Unmasked Estep 
Score: -35486640.000000 Penalty: 6210.541016
	Iteration 0F: 3 clusters Score -3.548664e+07 nChanged 132329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127965 members 
Mstep: Class 2 contains 146136 members 
Entering Unmasked Estep 
Score: -35565336.000000 Penalty: 6210.541016
	Iteration 1F: 3 clusters Score -3.556534e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122646 members 
Mstep: Class 2 contains 151455 members 
Entering Unmasked Estep 
Score: -35567424.000000 Penalty: 6210.541016
	Iteration 2Q: 3 clusters Score -3.556742e+07 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114547 members 
Mstep: Class 2 contains 159554 members 
Entering Unmasked Estep 
Score: -35570816.000000 Penalty: 6210.541016
	Iteration 3Q: 3 clusters Score -3.557082e+07 nChanged 12859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103026 members 
Mstep: Class 2 contains 171075 members 
Entering Unmasked Estep 
Score: -35577268.000000 Penalty: 6210.541016
	Iteration 4Q: 3 clusters Score -3.557727e+07 nChanged 16370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87804 members 
Mstep: Class 2 contains 186297 members 
Entering Unmasked Estep 
Score: -35587528.000000 Penalty: 6210.541016
	Iteration 5F: 3 clusters Score -3.558753e+07 nChanged 18746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 203957 members 
Entering Unmasked Estep 
Score: -35601212.000000 Penalty: 6210.541016
	Iteration 6F: 3 clusters Score -3.560121e+07 nChanged 18245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 220774 members 
Entering Unmasked Estep 
Score: -35615420.000000 Penalty: 6210.541016
	Iteration 7F: 3 clusters Score -3.561542e+07 nChanged 14440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 233158 members 
Entering Unmasked Estep 
Score: -35626416.000000 Penalty: 6210.541016
	Iteration 8F: 3 clusters Score -3.562642e+07 nChanged 10014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 240870 members 
Entering Unmasked Estep 
Score: -35633200.000000 Penalty: 6210.541016
	Iteration 9Q: 3 clusters Score -3.56332e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 245791 members 
Entering Unmasked Estep 
Score: -35637024.000000 Penalty: 6210.541016
	Iteration 10Q: 3 clusters Score -3.563702e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 249348 members 
Entering Unmasked Estep 
Score: -35639464.000000 Penalty: 6210.541016
	Iteration 11Q: 3 clusters Score -3.563946e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 252274 members 
Entering Unmasked Estep 
Score: -35641344.000000 Penalty: 6210.541016
	Iteration 12Q: 3 clusters Score -3.564134e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 254756 members 
Entering Unmasked Estep 
Score: -35642760.000000 Penalty: 6210.541016
	Iteration 13Q: 3 clusters Score -3.564276e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 256975 members 
Entering Unmasked Estep 
Score: -35644012.000000 Penalty: 6210.541016
	Iteration 14Q: 3 clusters Score -3.564401e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 258981 members 
Entering Unmasked Estep 
Score: -35645344.000000 Penalty: 6210.541016
	Iteration 15Q: 3 clusters Score -3.564534e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 260789 members 
Entering Unmasked Estep 
Score: -35646652.000000 Penalty: 6210.541016
	Iteration 16Q: 3 clusters Score -3.564665e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 262463 members 
Entering Unmasked Estep 
Score: -35647848.000000 Penalty: 6210.541016
	Iteration 17Q: 3 clusters Score -3.564785e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 263932 members 
Entering Unmasked Estep 
Score: -35648940.000000 Penalty: 6210.541016
	Iteration 18Q: 3 clusters Score -3.564894e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 265330 members 
Entering Unmasked Estep 
Score: -35650120.000000 Penalty: 6210.541016
	Iteration 19Q: 3 clusters Score -3.565012e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 266588 members 
Entering Unmasked Estep 
Score: -35651056.000000 Penalty: 6210.541016
	Iteration 20F: 3 clusters Score -3.565106e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 267679 members 
Entering Unmasked Estep 
Score: -35651996.000000 Penalty: 6210.541016
	Iteration 21Q: 3 clusters Score -3.5652e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 268583 members 
Entering Unmasked Estep 
Score: -35652816.000000 Penalty: 6210.541016
	Iteration 22Q: 3 clusters Score -3.565282e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 269324 members 
Entering Unmasked Estep 
Score: -35653484.000000 Penalty: 6210.541016
	Iteration 23Q: 3 clusters Score -3.565348e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 269931 members 
Entering Unmasked Estep 
Score: -35654056.000000 Penalty: 6210.541016
	Iteration 24Q: 3 clusters Score -3.565406e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 270402 members 
Entering Unmasked Estep 
Score: -35654540.000000 Penalty: 6210.541016
	Iteration 25Q: 3 clusters Score -3.565454e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 270732 members 
Entering Unmasked Estep 
Score: -35654920.000000 Penalty: 6210.541016
	Iteration 26Q: 3 clusters Score -3.565492e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 270968 members 
Entering Unmasked Estep 
Score: -35655248.000000 Penalty: 6210.541016
	Iteration 27Q: 3 clusters Score -3.565525e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 271135 members 
Entering Unmasked Estep 
Score: -35655448.000000 Penalty: 6210.541016
	Iteration 28Q: 3 clusters Score -3.565545e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 271284 members 
Entering Unmasked Estep 
Score: -35655632.000000 Penalty: 6210.541016
	Iteration 29Q: 3 clusters Score -3.565563e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 271344 members 
Entering Unmasked Estep 
Score: -35655756.000000 Penalty: 6210.541016
	Iteration 30Q: 3 clusters Score -3.565576e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 271395 members 
Entering Unmasked Estep 
Score: -35655832.000000 Penalty: 6210.541016
	Iteration 31Q: 3 clusters Score -3.565583e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 271408 members 
Entering Unmasked Estep 
Score: -35655908.000000 Penalty: 6210.541016
	Iteration 32Q: 3 clusters Score -3.565591e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 271420 members 
Entering Unmasked Estep 
Score: -35656028.000000 Penalty: 6210.541016
	Iteration 33Q: 3 clusters Score -3.565603e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 271427 members 
Entering Unmasked Estep 
Score: -35656076.000000 Penalty: 6210.541016
	Iteration 34Q: 3 clusters Score -3.565608e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 271426 members 
Entering Unmasked Estep 
Score: -35656128.000000 Penalty: 6210.541016
	Iteration 35Q: 3 clusters Score -3.565613e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 271434 members 
Entering Unmasked Estep 
Score: -35656160.000000 Penalty: 6210.541016
	Iteration 36Q: 3 clusters Score -3.565616e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 271443 members 
Entering Unmasked Estep 
Score: -35656224.000000 Penalty: 6210.541016
	Iteration 37Q: 3 clusters Score -3.565622e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 271457 members 
Entering Unmasked Estep 
Score: -35656220.000000 Penalty: 6210.541016
	Iteration 38Q: 3 clusters Score -3.565622e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 271476 members 
Entering Unmasked Estep 
Score: -35656240.000000 Penalty: 6210.541016
	Iteration 39Q: 3 clusters Score -3.565624e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 271483 members 
Entering Unmasked Estep 
Score: -35656304.000000 Penalty: 6210.541016
	Iteration 40F: 3 clusters Score -3.56563e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 271451 members 
Entering Unmasked Estep 
Score: -35656324.000000 Penalty: 6210.541016
	Iteration 41Q: 3 clusters Score -3.565632e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 271404 members 
Entering Unmasked Estep 
Score: -35656340.000000 Penalty: 6210.541016
	Iteration 42Q: 3 clusters Score -3.565634e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 271375 members 
Entering Unmasked Estep 
Score: -35656384.000000 Penalty: 6210.541016
	Iteration 43Q: 3 clusters Score -3.565638e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 271355 members 
Entering Unmasked Estep 
Score: -35656368.000000 Penalty: 6210.541016
	Iteration 44Q: 3 clusters Score -3.565637e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 271335 members 
Entering Unmasked Estep 
Score: -35656384.000000 Penalty: 6210.541016
	Iteration 45Q: 3 clusters Score -3.565638e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 271322 members 
Entering Unmasked Estep 
Score: -35656408.000000 Penalty: 6210.541016
	Iteration 46Q: 3 clusters Score -3.565641e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 271311 members 
Entering Unmasked Estep 
Score: -35656456.000000 Penalty: 6210.541016
	Iteration 47Q: 3 clusters Score -3.565646e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 271302 members 
Entering Unmasked Estep 
Score: -35656444.000000 Penalty: 6210.541016
	Iteration 48Q: 3 clusters Score -3.565644e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 271296 members 
Entering Unmasked Estep 
Score: -35656488.000000 Penalty: 6210.541016
	Iteration 49Q: 3 clusters Score -3.565649e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 271284 members 
Entering Unmasked Estep 
Score: -35656484.000000 Penalty: 6210.541016
	Iteration 50Q: 3 clusters Score -3.565648e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 271291 members 
Entering Unmasked Estep 
Score: -35656468.000000 Penalty: 6210.541016
	Iteration 51Q: 3 clusters Score -3.565647e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 271291 members 
Entering Unmasked Estep 
Score: -35656468.000000 Penalty: 6210.541016
	Iteration 52Q: 3 clusters Score -3.565647e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 271295 members 
Entering Unmasked Estep 
Score: -35656476.000000 Penalty: 6210.541016
	Iteration 53Q: 3 clusters Score -3.565648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 271301 members 
Entering Unmasked Estep 
Score: -35656496.000000 Penalty: 6210.541016
	Iteration 54Q: 3 clusters Score -3.56565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 271309 members 
Entering Unmasked Estep 
Score: -35656520.000000 Penalty: 6210.541016
	Iteration 55Q: 3 clusters Score -3.565652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 271317 members 
Entering Unmasked Estep 
Score: -35656524.000000 Penalty: 6210.541016
	Iteration 56Q: 3 clusters Score -3.565652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 271317 members 
Entering Unmasked Estep 
Score: -35656536.000000 Penalty: 6210.541016
	Iteration 57Q: 3 clusters Score -3.565654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 271319 members 
Entering Unmasked Estep 
Score: -35656504.000000 Penalty: 6210.541016
	Iteration 58Q: 3 clusters Score -3.56565e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 271319 members 
Entering Unmasked Estep 
Score: -35656516.000000 Penalty: 6210.541016
	Iteration 59Q: 3 clusters Score -3.565652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 271326 members 
Entering Unmasked Estep 
Score: -35656516.000000 Penalty: 6210.541016
	Iteration 60F: 3 clusters Score -3.565652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 271326 members 
Entering Unmasked Estep 
Score: -35656516.000000 Penalty: 6210.541016
	Iteration 61Q: 3 clusters Score -3.565652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 271326 members 
Entering Unmasked Estep 
Score: -35656540.000000 Penalty: 6210.541016
	Iteration 62Q: 3 clusters Score -3.565654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 271328 members 
Entering Unmasked Estep 
Score: -35656552.000000 Penalty: 6210.541016
	Iteration 63Q: 3 clusters Score -3.565655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 271332 members 
Entering Unmasked Estep 
Score: -35656544.000000 Penalty: 6210.541016
	Iteration 64Q: 3 clusters Score -3.565654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 271332 members 
Entering Unmasked Estep 
Score: -35656544.000000 Penalty: 6210.541016
	Iteration 65Q: 3 clusters Score -3.565654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 271332 members 
Entering Unmasked Estep 
Score: -35656536.000000 Penalty: 6210.541016
	Iteration 66Q: 3 clusters Score -3.565654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 271334 members 
Entering Unmasked Estep 
Score: -35656528.000000 Penalty: 6210.541016
	Iteration 67Q: 3 clusters Score -3.565653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 271335 members 
Entering Unmasked Estep 
Score: -35656512.000000 Penalty: 6210.541016
	Iteration 68Q: 3 clusters Score -3.565651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 271336 members 
Entering Unmasked Estep 
Score: -35656520.000000 Penalty: 6210.541016
	Iteration 69Q: 3 clusters Score -3.565652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 271336 members 
Entering Unmasked Estep 
Score: -35656528.000000 Penalty: 6210.541016
	Iteration 70Q: 3 clusters Score -3.565653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 271337 members 
Entering Unmasked Estep 
Score: -35656536.000000 Penalty: 6210.541016
	Iteration 71Q: 3 clusters Score -3.565654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 271336 members 
Entering Unmasked Estep 
Score: -35656524.000000 Penalty: 6210.541016
	Iteration 72Q: 3 clusters Score -3.565652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 271335 members 
Entering Unmasked Estep 
Score: -35656524.000000 Penalty: 6210.541016
	Iteration 73Q: 3 clusters Score -3.565652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 271334 members 
Entering Unmasked Estep 
Score: -35656524.000000 Penalty: 6210.541016
	Iteration 74Q: 3 clusters Score -3.565652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 271334 members 
Entering Unmasked Estep 
Score: -35656528.000000 Penalty: 6210.541016
	Iteration 75Q: 3 clusters Score -3.565653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 271334 members 
Entering Unmasked Estep 
Score: -35656520.000000 Penalty: 6210.541016
	Iteration 76Q: 3 clusters Score -3.565652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 271330 members 
Entering Unmasked Estep 
Score: -35656532.000000 Penalty: 6210.541016
	Iteration 77Q: 3 clusters Score -3.565653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 271328 members 
Entering Unmasked Estep 
Score: -35656548.000000 Penalty: 6210.541016
	Iteration 78Q: 3 clusters Score -3.565655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 271328 members 
Entering Unmasked Estep 
Score: -35656548.000000 Penalty: 6210.541016
	Iteration 79Q: 3 clusters Score -3.565655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 271329 members 
Entering Unmasked Estep 
Score: -35656548.000000 Penalty: 6210.541016
	Iteration 80F: 3 clusters Score -3.565655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 271330 members 
Entering Unmasked Estep 
Score: -35656576.000000 Penalty: 6210.541016
	Iteration 81Q: 3 clusters Score -3.565658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 271331 members 
Entering Unmasked Estep 
Score: -35656552.000000 Penalty: 6210.541016
	Iteration 82Q: 3 clusters Score -3.565655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 271331 members 
Entering Unmasked Estep 
Score: -35656560.000000 Penalty: 6210.541016
	Iteration 83Q: 3 clusters Score -3.565656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 271331 members 
Entering Unmasked Estep 
Score: -35656560.000000 Penalty: 6210.541016
	Iteration 84F: 3 clusters Score -3.565656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Entering Unmasked Estep 
Score: -1665813.500000 Penalty: 2356.283447
	Iteration 0F: 2 clusters Score -1665814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1656000.250000 Penalty: 4712.566895
	Iteration 0F: 3 clusters Score -1656000 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1659086.000000 Penalty: 4712.566895
	Iteration 1F: 3 clusters Score -1659086 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1659474.250000 Penalty: 4712.566895
	Iteration 2F: 3 clusters Score -1659474 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1659787.750000 Penalty: 4712.566895
	Iteration 3F: 3 clusters Score -1659788 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1660067.250000 Penalty: 4712.566895
	Iteration 4Q: 3 clusters Score -1660067 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1660340.250000 Penalty: 4712.566895
	Iteration 5Q: 3 clusters Score -1660340 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1660591.500000 Penalty: 4712.566895
	Iteration 6Q: 3 clusters Score -1660592 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1660833.750000 Penalty: 4712.566895
	Iteration 7Q: 3 clusters Score -1660834 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1661052.125000 Penalty: 4712.566895
	Iteration 8Q: 3 clusters Score -1661052 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1661257.250000 Penalty: 4712.566895
	Iteration 9Q: 3 clusters Score -1661257 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1661470.250000 Penalty: 4712.566895
	Iteration 10Q: 3 clusters Score -1661470 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1661667.125000 Penalty: 4712.566895
	Iteration 11Q: 3 clusters Score -1661667 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1661881.250000 Penalty: 4712.566895
	Iteration 12Q: 3 clusters Score -1661881 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1662103.875000 Penalty: 4712.566895
	Iteration 13Q: 3 clusters Score -1662104 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1662328.000000 Penalty: 4712.566895
	Iteration 14Q: 3 clusters Score -1662328 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1662541.250000 Penalty: 4712.566895
	Iteration 15Q: 3 clusters Score -1662541 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1662727.750000 Penalty: 4712.566895
	Iteration 16Q: 3 clusters Score -1662728 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1662898.500000 Penalty: 4712.566895
	Iteration 17Q: 3 clusters Score -1662898 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1663077.500000 Penalty: 4712.566895
	Iteration 18Q: 3 clusters Score -1663078 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1663250.750000 Penalty: 4712.566895
	Iteration 19Q: 3 clusters Score -1663251 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1663393.375000 Penalty: 4712.566895
	Iteration 20F: 3 clusters Score -1663393 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1663509.750000 Penalty: 4712.566895
	Iteration 21Q: 3 clusters Score -1663510 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1663600.125000 Penalty: 4712.566895
	Iteration 22Q: 3 clusters Score -1663600 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1663661.500000 Penalty: 4712.566895
	Iteration 23Q: 3 clusters Score -1663662 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1663697.750000 Penalty: 4712.566895
	Iteration 24Q: 3 clusters Score -1663698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1663719.250000 Penalty: 4712.566895
	Iteration 25Q: 3 clusters Score -1663719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1663735.875000 Penalty: 4712.566895
	Iteration 26Q: 3 clusters Score -1663736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1663743.000000 Penalty: 4712.566895
	Iteration 27Q: 3 clusters Score -1663743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1663752.375000 Penalty: 4712.566895
	Iteration 28Q: 3 clusters Score -1663752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1663766.000000 Penalty: 4712.566895
	Iteration 29Q: 3 clusters Score -1663766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1663777.000000 Penalty: 4712.566895
	Iteration 30Q: 3 clusters Score -1663777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1663790.000000 Penalty: 4712.566895
	Iteration 31Q: 3 clusters Score -1663790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1663796.625000 Penalty: 4712.566895
	Iteration 32Q: 3 clusters Score -1663797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1663805.000000 Penalty: 4712.566895
	Iteration 33Q: 3 clusters Score -1663805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1663812.250000 Penalty: 4712.566895
	Iteration 34Q: 3 clusters Score -1663812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1663813.875000 Penalty: 4712.566895
	Iteration 35Q: 3 clusters Score -1663814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1663816.500000 Penalty: 4712.566895
	Iteration 36Q: 3 clusters Score -1663816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1663819.000000 Penalty: 4712.566895
	Iteration 37Q: 3 clusters Score -1663819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1663818.375000 Penalty: 4712.566895
	Iteration 38Q: 3 clusters Score -1663818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1663821.875000 Penalty: 4712.566895
	Iteration 39Q: 3 clusters Score -1663822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1663820.750000 Penalty: 4712.566895
	Iteration 40F: 3 clusters Score -1663821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1663821.750000 Penalty: 4712.566895
	Iteration 41Q: 3 clusters Score -1663822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1663824.250000 Penalty: 4712.566895
	Iteration 42Q: 3 clusters Score -1663824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1663824.250000 Penalty: 4712.566895
	Iteration 43F: 3 clusters Score -1663824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -111942.437500 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -111942.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -110028.296875 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -110028.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -110581.640625 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -110581.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -111033.437500 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -111033.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111394.812500 Penalty: 3432.653076
	Iteration 3F: 3 clusters Score -111394.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -111717.679688 Penalty: 3432.653076
	Iteration 4F: 3 clusters Score -111717.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112178.921875 Penalty: 3432.653076
	Iteration 5F: 3 clusters Score -112178.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -112902.703125 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -112902.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -113134.085938 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -113134.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -113221.109375 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -113221.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -113227.828125 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -113227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -113231.757812 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -113231.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -113234.031250 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -113234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -113234.843750 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -113234.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -113234.843750 Penalty: 3432.653076
	Iteration 13F: 3 clusters Score -113234.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 14352 members 
Mstep: Class 3 contains 6378 members 
Mstep: Class 4 contains 161843 members 
Mstep: Class 5 contains 274101 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54595 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 10996 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36484 members 
Mstep: Class 15 contains 12820 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45334 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13185 members 
Mstep: Class 20 contains 12362 members 
Mstep: Class 21 contains 14224 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5693 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 427 members 
Entering Unmasked Estep 
Score: -90827888.000000 Penalty: 90278.039062
Splitting cluster 7 changes total score from -90828240.000000 to -90827888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -290731.281250 Penalty: 1920.223389
	Iteration 0F: 2 clusters Score -290731.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -287907.906250 Penalty: 3840.446777
	Iteration 0F: 3 clusters Score -287907.9 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -288452.500000 Penalty: 3840.446777
	Iteration 1F: 3 clusters Score -288452.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -288610.968750 Penalty: 3840.446777
	Iteration 2F: 3 clusters Score -288611 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -288701.531250 Penalty: 3840.446777
	Iteration 3Q: 3 clusters Score -288701.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -288764.437500 Penalty: 3840.446777
	Iteration 4Q: 3 clusters Score -288764.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -288811.468750 Penalty: 3840.446777
	Iteration 5Q: 3 clusters Score -288811.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -288860.031250 Penalty: 3840.446777
	Iteration 6Q: 3 clusters Score -288860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -288901.437500 Penalty: 3840.446777
	Iteration 7Q: 3 clusters Score -288901.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -288937.625000 Penalty: 3840.446777
	Iteration 8Q: 3 clusters Score -288937.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -288962.750000 Penalty: 3840.446777
	Iteration 9Q: 3 clusters Score -288962.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -288980.875000 Penalty: 3840.446777
	Iteration 10Q: 3 clusters Score -288980.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -288995.187500 Penalty: 3840.446777
	Iteration 11Q: 3 clusters Score -288995.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -289002.187500 Penalty: 3840.446777
	Iteration 12Q: 3 clusters Score -289002.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -289016.312500 Penalty: 3840.446777
	Iteration 13Q: 3 clusters Score -289016.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -289030.062500 Penalty: 3840.446777
	Iteration 14Q: 3 clusters Score -289030.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -289046.812500 Penalty: 3840.446777
	Iteration 15Q: 3 clusters Score -289046.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -289065.093750 Penalty: 3840.446777
	Iteration 16Q: 3 clusters Score -289065.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -289079.593750 Penalty: 3840.446777
	Iteration 17Q: 3 clusters Score -289079.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -289087.750000 Penalty: 3840.446777
	Iteration 18Q: 3 clusters Score -289087.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -289093.843750 Penalty: 3840.446777
	Iteration 19Q: 3 clusters Score -289093.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -289096.406250 Penalty: 3840.446777
	Iteration 20F: 3 clusters Score -289096.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -289098.781250 Penalty: 3840.446777
	Iteration 21Q: 3 clusters Score -289098.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -289103.062500 Penalty: 3840.446777
	Iteration 22Q: 3 clusters Score -289103.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -289107.750000 Penalty: 3840.446777
	Iteration 23Q: 3 clusters Score -289107.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -289113.937500 Penalty: 3840.446777
	Iteration 24Q: 3 clusters Score -289113.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -289116.468750 Penalty: 3840.446777
	Iteration 25Q: 3 clusters Score -289116.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -289122.375000 Penalty: 3840.446777
	Iteration 26Q: 3 clusters Score -289122.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -289128.843750 Penalty: 3840.446777
	Iteration 27Q: 3 clusters Score -289128.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -289136.343750 Penalty: 3840.446777
	Iteration 28Q: 3 clusters Score -289136.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -289146.062500 Penalty: 3840.446777
	Iteration 29Q: 3 clusters Score -289146.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -289156.031250 Penalty: 3840.446777
	Iteration 30Q: 3 clusters Score -289156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -289164.968750 Penalty: 3840.446777
	Iteration 31Q: 3 clusters Score -289165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -289174.375000 Penalty: 3840.446777
	Iteration 32Q: 3 clusters Score -289174.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -289181.375000 Penalty: 3840.446777
	Iteration 33Q: 3 clusters Score -289181.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -289184.031250 Penalty: 3840.446777
	Iteration 34Q: 3 clusters Score -289184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -289184.468750 Penalty: 3840.446777
	Iteration 35Q: 3 clusters Score -289184.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -289184.718750 Penalty: 3840.446777
	Iteration 36Q: 3 clusters Score -289184.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -289185.812500 Penalty: 3840.446777
	Iteration 37Q: 3 clusters Score -289185.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -289185.812500 Penalty: 3840.446777
	Iteration 38F: 3 clusters Score -289185.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -289947.781250 Penalty: 1918.928833
	Iteration 0F: 2 clusters Score -289947.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -287143.531250 Penalty: 3837.857666
	Iteration 0F: 3 clusters Score -287143.5 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -287648.218750 Penalty: 3837.857666
	Iteration 1F: 3 clusters Score -287648.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -287804.562500 Penalty: 3837.857666
	Iteration 2F: 3 clusters Score -287804.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -287888.625000 Penalty: 3837.857666
	Iteration 3Q: 3 clusters Score -287888.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -287940.687500 Penalty: 3837.857666
	Iteration 4Q: 3 clusters Score -287940.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -287971.250000 Penalty: 3837.857666
	Iteration 5Q: 3 clusters Score -287971.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -287998.718750 Penalty: 3837.857666
	Iteration 6Q: 3 clusters Score -287998.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -288023.187500 Penalty: 3837.857666
	Iteration 7Q: 3 clusters Score -288023.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -288057.031250 Penalty: 3837.857666
	Iteration 8Q: 3 clusters Score -288057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -288075.906250 Penalty: 3837.857666
	Iteration 9Q: 3 clusters Score -288075.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -288095.000000 Penalty: 3837.857666
	Iteration 10Q: 3 clusters Score -288095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -288109.187500 Penalty: 3837.857666
	Iteration 11Q: 3 clusters Score -288109.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -288121.687500 Penalty: 3837.857666
	Iteration 12Q: 3 clusters Score -288121.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -288136.031250 Penalty: 3837.857666
	Iteration 13Q: 3 clusters Score -288136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -288151.031250 Penalty: 3837.857666
	Iteration 14Q: 3 clusters Score -288151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -288162.468750 Penalty: 3837.857666
	Iteration 15Q: 3 clusters Score -288162.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -288174.281250 Penalty: 3837.857666
	Iteration 16Q: 3 clusters Score -288174.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -288183.750000 Penalty: 3837.857666
	Iteration 17Q: 3 clusters Score -288183.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -288189.406250 Penalty: 3837.857666
	Iteration 18Q: 3 clusters Score -288189.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -288199.468750 Penalty: 3837.857666
	Iteration 19Q: 3 clusters Score -288199.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -288208.781250 Penalty: 3837.857666
	Iteration 20F: 3 clusters Score -288208.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -288216.500000 Penalty: 3837.857666
	Iteration 21Q: 3 clusters Score -288216.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -288223.218750 Penalty: 3837.857666
	Iteration 22Q: 3 clusters Score -288223.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -288229.562500 Penalty: 3837.857666
	Iteration 23Q: 3 clusters Score -288229.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -288234.218750 Penalty: 3837.857666
	Iteration 24Q: 3 clusters Score -288234.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -288240.375000 Penalty: 3837.857666
	Iteration 25Q: 3 clusters Score -288240.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -288245.093750 Penalty: 3837.857666
	Iteration 26Q: 3 clusters Score -288245.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -288251.000000 Penalty: 3837.857666
	Iteration 27Q: 3 clusters Score -288251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -288254.218750 Penalty: 3837.857666
	Iteration 28Q: 3 clusters Score -288254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -288254.312500 Penalty: 3837.857666
	Iteration 29Q: 3 clusters Score -288254.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -288255.062500 Penalty: 3837.857666
	Iteration 30Q: 3 clusters Score -288255.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -288256.468750 Penalty: 3837.857666
	Iteration 31Q: 3 clusters Score -288256.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -288256.500000 Penalty: 3837.857666
	Iteration 32Q: 3 clusters Score -288256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -288256.500000 Penalty: 3837.857666
	Iteration 33F: 3 clusters Score -288256.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Entering Unmasked Estep 
Score: -6973872.500000 Penalty: 2705.109131
	Iteration 0F: 2 clusters Score -6973872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -6937344.000000 Penalty: 5410.218262
	Iteration 0F: 3 clusters Score -6937344 nChanged 25034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -6951141.500000 Penalty: 5410.218262
	Iteration 1F: 3 clusters Score -6951142 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -6951630.500000 Penalty: 5410.218262
	Iteration 2Q: 3 clusters Score -6951630 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -6952089.500000 Penalty: 5410.218262
	Iteration 3Q: 3 clusters Score -6952090 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -6952514.000000 Penalty: 5410.218262
	Iteration 4Q: 3 clusters Score -6952514 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -6952990.000000 Penalty: 5410.218262
	Iteration 5Q: 3 clusters Score -6952990 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -6953578.000000 Penalty: 5410.218262
	Iteration 6Q: 3 clusters Score -6953578 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -6954425.500000 Penalty: 5410.218262
	Iteration 7Q: 3 clusters Score -6954426 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -6955716.500000 Penalty: 5410.218262
	Iteration 8Q: 3 clusters Score -6955716 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -6957536.000000 Penalty: 5410.218262
	Iteration 9F: 3 clusters Score -6957536 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -6959908.500000 Penalty: 5410.218262
	Iteration 10F: 3 clusters Score -6959908 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -6962580.500000 Penalty: 5410.218262
	Iteration 11F: 3 clusters Score -6962580 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -6965198.000000 Penalty: 5410.218262
	Iteration 12F: 3 clusters Score -6965198 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -6967510.000000 Penalty: 5410.218262
	Iteration 13Q: 3 clusters Score -6967510 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -6969383.500000 Penalty: 5410.218262
	Iteration 14Q: 3 clusters Score -6969384 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6970657.000000 Penalty: 5410.218262
	Iteration 15Q: 3 clusters Score -6970657 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6971228.500000 Penalty: 5410.218262
	Iteration 16Q: 3 clusters Score -6971228 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6971536.000000 Penalty: 5410.218262
	Iteration 17Q: 3 clusters Score -6971536 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6971673.500000 Penalty: 5410.218262
	Iteration 18Q: 3 clusters Score -6971674 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6971736.000000 Penalty: 5410.218262
	Iteration 19Q: 3 clusters Score -6971736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6971780.000000 Penalty: 5410.218262
	Iteration 20F: 3 clusters Score -6971780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6971803.000000 Penalty: 5410.218262
	Iteration 21Q: 3 clusters Score -6971803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6971815.500000 Penalty: 5410.218262
	Iteration 22Q: 3 clusters Score -6971816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6971809.500000 Penalty: 5410.218262
	Iteration 23Q: 3 clusters Score -6971810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6971816.000000 Penalty: 5410.218262
	Iteration 24Q: 3 clusters Score -6971816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6971814.500000 Penalty: 5410.218262
	Iteration 25Q: 3 clusters Score -6971814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6971820.000000 Penalty: 5410.218262
	Iteration 26Q: 3 clusters Score -6971820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6971821.000000 Penalty: 5410.218262
	Iteration 27Q: 3 clusters Score -6971821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6971821.000000 Penalty: 5410.218262
	Iteration 28F: 3 clusters Score -6971821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Entering Unmasked Estep 
Score: -731172.000000 Penalty: 2140.812012
	Iteration 0F: 2 clusters Score -731172 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 2811 members 
Entering Unmasked Estep 
Score: -726190.812500 Penalty: 4281.624023
	Iteration 0F: 3 clusters Score -726190.8 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -727402.250000 Penalty: 4281.624023
	Iteration 1F: 3 clusters Score -727402.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -727603.125000 Penalty: 4281.624023
	Iteration 2F: 3 clusters Score -727603.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -727721.375000 Penalty: 4281.624023
	Iteration 3Q: 3 clusters Score -727721.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -727805.750000 Penalty: 4281.624023
	Iteration 4Q: 3 clusters Score -727805.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -727866.687500 Penalty: 4281.624023
	Iteration 5Q: 3 clusters Score -727866.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -727911.312500 Penalty: 4281.624023
	Iteration 6Q: 3 clusters Score -727911.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -727939.062500 Penalty: 4281.624023
	Iteration 7Q: 3 clusters Score -727939.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -727961.562500 Penalty: 4281.624023
	Iteration 8Q: 3 clusters Score -727961.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -727980.937500 Penalty: 4281.624023
	Iteration 9Q: 3 clusters Score -727980.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -728002.062500 Penalty: 4281.624023
	Iteration 10Q: 3 clusters Score -728002.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -728023.687500 Penalty: 4281.624023
	Iteration 11Q: 3 clusters Score -728023.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -728045.562500 Penalty: 4281.624023
	Iteration 12Q: 3 clusters Score -728045.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -728062.312500 Penalty: 4281.624023
	Iteration 13Q: 3 clusters Score -728062.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -728074.125000 Penalty: 4281.624023
	Iteration 14Q: 3 clusters Score -728074.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -728081.500000 Penalty: 4281.624023
	Iteration 15Q: 3 clusters Score -728081.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -728091.125000 Penalty: 4281.624023
	Iteration 16Q: 3 clusters Score -728091.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -728101.625000 Penalty: 4281.624023
	Iteration 17Q: 3 clusters Score -728101.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -728109.750000 Penalty: 4281.624023
	Iteration 18Q: 3 clusters Score -728109.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -728119.250000 Penalty: 4281.624023
	Iteration 19Q: 3 clusters Score -728119.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -728125.000000 Penalty: 4281.624023
	Iteration 20F: 3 clusters Score -728125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -728129.562500 Penalty: 4281.624023
	Iteration 21Q: 3 clusters Score -728129.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -728135.000000 Penalty: 4281.624023
	Iteration 22Q: 3 clusters Score -728135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -728139.187500 Penalty: 4281.624023
	Iteration 23Q: 3 clusters Score -728139.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -728146.625000 Penalty: 4281.624023
	Iteration 24Q: 3 clusters Score -728146.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -728154.000000 Penalty: 4281.624023
	Iteration 25Q: 3 clusters Score -728154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -728161.500000 Penalty: 4281.624023
	Iteration 26Q: 3 clusters Score -728161.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -728165.937500 Penalty: 4281.624023
	Iteration 27Q: 3 clusters Score -728165.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -728170.750000 Penalty: 4281.624023
	Iteration 28Q: 3 clusters Score -728170.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -728173.437500 Penalty: 4281.624023
	Iteration 29Q: 3 clusters Score -728173.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -728179.125000 Penalty: 4281.624023
	Iteration 30Q: 3 clusters Score -728179.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -728182.250000 Penalty: 4281.624023
	Iteration 31Q: 3 clusters Score -728182.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -728185.625000 Penalty: 4281.624023
	Iteration 32Q: 3 clusters Score -728185.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -728189.812500 Penalty: 4281.624023
	Iteration 33Q: 3 clusters Score -728189.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -728196.000000 Penalty: 4281.624023
	Iteration 34Q: 3 clusters Score -728196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -728199.062500 Penalty: 4281.624023
	Iteration 35Q: 3 clusters Score -728199.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -728203.250000 Penalty: 4281.624023
	Iteration 36Q: 3 clusters Score -728203.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -728207.562500 Penalty: 4281.624023
	Iteration 37Q: 3 clusters Score -728207.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -728208.062500 Penalty: 4281.624023
	Iteration 38Q: 3 clusters Score -728208.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -728209.625000 Penalty: 4281.624023
	Iteration 39Q: 3 clusters Score -728209.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -728210.937500 Penalty: 4281.624023
	Iteration 40F: 3 clusters Score -728210.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -728213.812500 Penalty: 4281.624023
	Iteration 41Q: 3 clusters Score -728213.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -728218.187500 Penalty: 4281.624023
	Iteration 42Q: 3 clusters Score -728218.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -728220.937500 Penalty: 4281.624023
	Iteration 43Q: 3 clusters Score -728220.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -728223.812500 Penalty: 4281.624023
	Iteration 44Q: 3 clusters Score -728223.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -728225.187500 Penalty: 4281.624023
	Iteration 45Q: 3 clusters Score -728225.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -728231.437500 Penalty: 4281.624023
	Iteration 46Q: 3 clusters Score -728231.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -728239.562500 Penalty: 4281.624023
	Iteration 47Q: 3 clusters Score -728239.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -728248.000000 Penalty: 4281.624023
	Iteration 48Q: 3 clusters Score -728248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -728255.125000 Penalty: 4281.624023
	Iteration 49Q: 3 clusters Score -728255.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -728258.000000 Penalty: 4281.624023
	Iteration 50Q: 3 clusters Score -728258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -728263.000000 Penalty: 4281.624023
	Iteration 51Q: 3 clusters Score -728263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -728268.687500 Penalty: 4281.624023
	Iteration 52Q: 3 clusters Score -728268.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -728279.187500 Penalty: 4281.624023
	Iteration 53Q: 3 clusters Score -728279.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -728288.812500 Penalty: 4281.624023
	Iteration 54Q: 3 clusters Score -728288.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -728301.062500 Penalty: 4281.624023
	Iteration 55Q: 3 clusters Score -728301.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -728314.312500 Penalty: 4281.624023
	Iteration 56Q: 3 clusters Score -728314.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -728323.375000 Penalty: 4281.624023
	Iteration 57Q: 3 clusters Score -728323.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -728334.500000 Penalty: 4281.624023
	Iteration 58Q: 3 clusters Score -728334.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -728344.375000 Penalty: 4281.624023
	Iteration 59Q: 3 clusters Score -728344.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -728353.062500 Penalty: 4281.624023
	Iteration 60F: 3 clusters Score -728353.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -728365.687500 Penalty: 4281.624023
	Iteration 61Q: 3 clusters Score -728365.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -728375.375000 Penalty: 4281.624023
	Iteration 62Q: 3 clusters Score -728375.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -728385.812500 Penalty: 4281.624023
	Iteration 63Q: 3 clusters Score -728385.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -728400.375000 Penalty: 4281.624023
	Iteration 64Q: 3 clusters Score -728400.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -728413.687500 Penalty: 4281.624023
	Iteration 65Q: 3 clusters Score -728413.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -728423.562500 Penalty: 4281.624023
	Iteration 66Q: 3 clusters Score -728423.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -728431.812500 Penalty: 4281.624023
	Iteration 67Q: 3 clusters Score -728431.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -728438.562500 Penalty: 4281.624023
	Iteration 68Q: 3 clusters Score -728438.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -728445.062500 Penalty: 4281.624023
	Iteration 69Q: 3 clusters Score -728445.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -728452.312500 Penalty: 4281.624023
	Iteration 70Q: 3 clusters Score -728452.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -728460.687500 Penalty: 4281.624023
	Iteration 71Q: 3 clusters Score -728460.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -728467.125000 Penalty: 4281.624023
	Iteration 72Q: 3 clusters Score -728467.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -728477.812500 Penalty: 4281.624023
	Iteration 73Q: 3 clusters Score -728477.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -728490.937500 Penalty: 4281.624023
	Iteration 74Q: 3 clusters Score -728490.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -728505.437500 Penalty: 4281.624023
	Iteration 75Q: 3 clusters Score -728505.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -728518.000000 Penalty: 4281.624023
	Iteration 76Q: 3 clusters Score -728518 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -728536.750000 Penalty: 4281.624023
	Iteration 77Q: 3 clusters Score -728536.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -728551.562500 Penalty: 4281.624023
	Iteration 78Q: 3 clusters Score -728551.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -728569.312500 Penalty: 4281.624023
	Iteration 79Q: 3 clusters Score -728569.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -728585.750000 Penalty: 4281.624023
	Iteration 80F: 3 clusters Score -728585.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -728602.000000 Penalty: 4281.624023
	Iteration 81Q: 3 clusters Score -728602 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -728626.375000 Penalty: 4281.624023
	Iteration 82Q: 3 clusters Score -728626.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -728647.250000 Penalty: 4281.624023
	Iteration 83Q: 3 clusters Score -728647.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -728670.062500 Penalty: 4281.624023
	Iteration 84Q: 3 clusters Score -728670.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -728696.250000 Penalty: 4281.624023
	Iteration 85Q: 3 clusters Score -728696.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -728722.562500 Penalty: 4281.624023
	Iteration 86Q: 3 clusters Score -728722.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -728743.812500 Penalty: 4281.624023
	Iteration 87Q: 3 clusters Score -728743.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -728768.750000 Penalty: 4281.624023
	Iteration 88Q: 3 clusters Score -728768.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -728788.250000 Penalty: 4281.624023
	Iteration 89Q: 3 clusters Score -728788.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -728815.312500 Penalty: 4281.624023
	Iteration 90Q: 3 clusters Score -728815.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -728848.625000 Penalty: 4281.624023
	Iteration 91Q: 3 clusters Score -728848.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -728884.812500 Penalty: 4281.624023
	Iteration 92Q: 3 clusters Score -728884.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -728921.687500 Penalty: 4281.624023
	Iteration 93Q: 3 clusters Score -728921.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -728956.562500 Penalty: 4281.624023
	Iteration 94Q: 3 clusters Score -728956.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -728984.062500 Penalty: 4281.624023
	Iteration 95Q: 3 clusters Score -728984.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -729003.937500 Penalty: 4281.624023
	Iteration 96Q: 3 clusters Score -729003.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -729022.750000 Penalty: 4281.624023
	Iteration 97Q: 3 clusters Score -729022.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -729036.812500 Penalty: 4281.624023
	Iteration 98Q: 3 clusters Score -729036.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -729061.500000 Penalty: 4281.624023
	Iteration 99Q: 3 clusters Score -729061.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -729077.562500 Penalty: 4281.624023
	Iteration 100F: 3 clusters Score -729077.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -729090.000000 Penalty: 4281.624023
	Iteration 101Q: 3 clusters Score -729090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -729100.625000 Penalty: 4281.624023
	Iteration 102Q: 3 clusters Score -729100.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -729108.125000 Penalty: 4281.624023
	Iteration 103Q: 3 clusters Score -729108.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -729113.250000 Penalty: 4281.624023
	Iteration 104Q: 3 clusters Score -729113.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -729118.312500 Penalty: 4281.624023
	Iteration 105Q: 3 clusters Score -729118.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -729128.187500 Penalty: 4281.624023
	Iteration 106Q: 3 clusters Score -729128.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -729132.312500 Penalty: 4281.624023
	Iteration 107Q: 3 clusters Score -729132.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -729135.687500 Penalty: 4281.624023
	Iteration 108Q: 3 clusters Score -729135.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -729138.062500 Penalty: 4281.624023
	Iteration 109Q: 3 clusters Score -729138.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -729140.250000 Penalty: 4281.624023
	Iteration 110Q: 3 clusters Score -729140.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -729147.687500 Penalty: 4281.624023
	Iteration 111Q: 3 clusters Score -729147.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -729154.937500 Penalty: 4281.624023
	Iteration 112Q: 3 clusters Score -729154.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -729157.875000 Penalty: 4281.624023
	Iteration 113Q: 3 clusters Score -729157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -729158.250000 Penalty: 4281.624023
	Iteration 114Q: 3 clusters Score -729158.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -729159.187500 Penalty: 4281.624023
	Iteration 115Q: 3 clusters Score -729159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -729157.937500 Penalty: 4281.624023
	Iteration 116Q: 3 clusters Score -729157.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -729157.937500 Penalty: 4281.624023
	Iteration 117F: 3 clusters Score -729157.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Entering Unmasked Estep 
Score: -1381184.375000 Penalty: 2307.710938
	Iteration 0F: 2 clusters Score -1381184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1372905.000000 Penalty: 4615.421875
	Iteration 0F: 3 clusters Score -1372905 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1375369.500000 Penalty: 4615.421875
	Iteration 1F: 3 clusters Score -1375370 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1375722.375000 Penalty: 4615.421875
	Iteration 2F: 3 clusters Score -1375722 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1376033.125000 Penalty: 4615.421875
	Iteration 3F: 3 clusters Score -1376033 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1376330.250000 Penalty: 4615.421875
	Iteration 4Q: 3 clusters Score -1376330 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1376622.000000 Penalty: 4615.421875
	Iteration 5Q: 3 clusters Score -1376622 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1376907.125000 Penalty: 4615.421875
	Iteration 6Q: 3 clusters Score -1376907 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1377181.125000 Penalty: 4615.421875
	Iteration 7Q: 3 clusters Score -1377181 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1377438.000000 Penalty: 4615.421875
	Iteration 8Q: 3 clusters Score -1377438 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1377677.875000 Penalty: 4615.421875
	Iteration 9Q: 3 clusters Score -1377678 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1377897.000000 Penalty: 4615.421875
	Iteration 10Q: 3 clusters Score -1377897 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1378112.125000 Penalty: 4615.421875
	Iteration 11Q: 3 clusters Score -1378112 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1378322.625000 Penalty: 4615.421875
	Iteration 12Q: 3 clusters Score -1378323 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1378526.875000 Penalty: 4615.421875
	Iteration 13Q: 3 clusters Score -1378527 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1378720.625000 Penalty: 4615.421875
	Iteration 14Q: 3 clusters Score -1378721 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1378925.750000 Penalty: 4615.421875
	Iteration 15Q: 3 clusters Score -1378926 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1379091.250000 Penalty: 4615.421875
	Iteration 16Q: 3 clusters Score -1379091 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1379232.375000 Penalty: 4615.421875
	Iteration 17Q: 3 clusters Score -1379232 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1379333.625000 Penalty: 4615.421875
	Iteration 18Q: 3 clusters Score -1379334 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1379396.750000 Penalty: 4615.421875
	Iteration 19Q: 3 clusters Score -1379397 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1379438.625000 Penalty: 4615.421875
	Iteration 20F: 3 clusters Score -1379439 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1379467.500000 Penalty: 4615.421875
	Iteration 21Q: 3 clusters Score -1379468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1379485.875000 Penalty: 4615.421875
	Iteration 22Q: 3 clusters Score -1379486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1379503.375000 Penalty: 4615.421875
	Iteration 23Q: 3 clusters Score -1379503 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1379518.500000 Penalty: 4615.421875
	Iteration 24Q: 3 clusters Score -1379518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1379537.875000 Penalty: 4615.421875
	Iteration 25Q: 3 clusters Score -1379538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1379571.875000 Penalty: 4615.421875
	Iteration 26Q: 3 clusters Score -1379572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1379594.875000 Penalty: 4615.421875
	Iteration 27Q: 3 clusters Score -1379595 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1379618.125000 Penalty: 4615.421875
	Iteration 28Q: 3 clusters Score -1379618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1379637.875000 Penalty: 4615.421875
	Iteration 29Q: 3 clusters Score -1379638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1379645.375000 Penalty: 4615.421875
	Iteration 30Q: 3 clusters Score -1379645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1379653.875000 Penalty: 4615.421875
	Iteration 31Q: 3 clusters Score -1379654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1379662.375000 Penalty: 4615.421875
	Iteration 32Q: 3 clusters Score -1379662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1379663.750000 Penalty: 4615.421875
	Iteration 33Q: 3 clusters Score -1379664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1379665.375000 Penalty: 4615.421875
	Iteration 34Q: 3 clusters Score -1379665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1379665.250000 Penalty: 4615.421875
	Iteration 35Q: 3 clusters Score -1379665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1379667.500000 Penalty: 4615.421875
	Iteration 36Q: 3 clusters Score -1379668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1379668.125000 Penalty: 4615.421875
	Iteration 37Q: 3 clusters Score -1379668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1379670.625000 Penalty: 4615.421875
	Iteration 38Q: 3 clusters Score -1379671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1379669.625000 Penalty: 4615.421875
	Iteration 39Q: 3 clusters Score -1379670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1379670.875000 Penalty: 4615.421875
	Iteration 40F: 3 clusters Score -1379671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1379670.875000 Penalty: 4615.421875
	Iteration 41Q: 3 clusters Score -1379671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1379672.875000 Penalty: 4615.421875
	Iteration 42Q: 3 clusters Score -1379673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1379673.750000 Penalty: 4615.421875
	Iteration 43Q: 3 clusters Score -1379674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1379675.375000 Penalty: 4615.421875
	Iteration 44Q: 3 clusters Score -1379675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1379675.375000 Penalty: 4615.421875
	Iteration 45Q: 3 clusters Score -1379675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1379677.125000 Penalty: 4615.421875
	Iteration 46Q: 3 clusters Score -1379677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1379677.000000 Penalty: 4615.421875
	Iteration 47Q: 3 clusters Score -1379677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1379677.250000 Penalty: 4615.421875
	Iteration 48Q: 3 clusters Score -1379677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1379678.125000 Penalty: 4615.421875
	Iteration 49Q: 3 clusters Score -1379678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1379679.625000 Penalty: 4615.421875
	Iteration 50Q: 3 clusters Score -1379680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1379679.625000 Penalty: 4615.421875
	Iteration 51Q: 3 clusters Score -1379680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1379681.125000 Penalty: 4615.421875
	Iteration 52Q: 3 clusters Score -1379681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1379683.250000 Penalty: 4615.421875
	Iteration 53Q: 3 clusters Score -1379683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1379685.500000 Penalty: 4615.421875
	Iteration 54Q: 3 clusters Score -1379686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1379687.625000 Penalty: 4615.421875
	Iteration 55Q: 3 clusters Score -1379688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1379687.125000 Penalty: 4615.421875
	Iteration 56Q: 3 clusters Score -1379687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1379688.875000 Penalty: 4615.421875
	Iteration 57Q: 3 clusters Score -1379689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1379691.750000 Penalty: 4615.421875
	Iteration 58Q: 3 clusters Score -1379692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1379692.250000 Penalty: 4615.421875
	Iteration 59Q: 3 clusters Score -1379692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1379695.500000 Penalty: 4615.421875
	Iteration 60F: 3 clusters Score -1379696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1379694.750000 Penalty: 4615.421875
	Iteration 61Q: 3 clusters Score -1379695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1379693.750000 Penalty: 4615.421875
	Iteration 62Q: 3 clusters Score -1379694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1379693.250000 Penalty: 4615.421875
	Iteration 63Q: 3 clusters Score -1379693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1379693.750000 Penalty: 4615.421875
	Iteration 64Q: 3 clusters Score -1379694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1379693.750000 Penalty: 4615.421875
	Iteration 65F: 3 clusters Score -1379694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Entering Unmasked Estep 
Score: -735457.562500 Penalty: 2141.077148
	Iteration 0F: 2 clusters Score -735457.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -730537.000000 Penalty: 4282.154297
	Iteration 0F: 3 clusters Score -730537 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -731678.625000 Penalty: 4282.154297
	Iteration 1F: 3 clusters Score -731678.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -731915.312500 Penalty: 4282.154297
	Iteration 2F: 3 clusters Score -731915.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -732074.375000 Penalty: 4282.154297
	Iteration 3F: 3 clusters Score -732074.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -732175.000000 Penalty: 4282.154297
	Iteration 4Q: 3 clusters Score -732175 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -732242.625000 Penalty: 4282.154297
	Iteration 5Q: 3 clusters Score -732242.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -732292.437500 Penalty: 4282.154297
	Iteration 6Q: 3 clusters Score -732292.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -732325.812500 Penalty: 4282.154297
	Iteration 7Q: 3 clusters Score -732325.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -732351.062500 Penalty: 4282.154297
	Iteration 8Q: 3 clusters Score -732351.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -732371.625000 Penalty: 4282.154297
	Iteration 9Q: 3 clusters Score -732371.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -732385.812500 Penalty: 4282.154297
	Iteration 10Q: 3 clusters Score -732385.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -732393.000000 Penalty: 4282.154297
	Iteration 11Q: 3 clusters Score -732393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -732402.875000 Penalty: 4282.154297
	Iteration 12Q: 3 clusters Score -732402.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -732406.625000 Penalty: 4282.154297
	Iteration 13Q: 3 clusters Score -732406.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -732410.312500 Penalty: 4282.154297
	Iteration 14Q: 3 clusters Score -732410.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -732416.750000 Penalty: 4282.154297
	Iteration 15Q: 3 clusters Score -732416.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -732422.000000 Penalty: 4282.154297
	Iteration 16Q: 3 clusters Score -732422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -732426.812500 Penalty: 4282.154297
	Iteration 17Q: 3 clusters Score -732426.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -732431.062500 Penalty: 4282.154297
	Iteration 18Q: 3 clusters Score -732431.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -732437.875000 Penalty: 4282.154297
	Iteration 19Q: 3 clusters Score -732437.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -732445.812500 Penalty: 4282.154297
	Iteration 20F: 3 clusters Score -732445.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -732458.437500 Penalty: 4282.154297
	Iteration 21Q: 3 clusters Score -732458.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -732479.562500 Penalty: 4282.154297
	Iteration 22Q: 3 clusters Score -732479.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -732499.000000 Penalty: 4282.154297
	Iteration 23Q: 3 clusters Score -732499 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -732513.000000 Penalty: 4282.154297
	Iteration 24Q: 3 clusters Score -732513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -732527.750000 Penalty: 4282.154297
	Iteration 25Q: 3 clusters Score -732527.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -732539.250000 Penalty: 4282.154297
	Iteration 26Q: 3 clusters Score -732539.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -732550.062500 Penalty: 4282.154297
	Iteration 27Q: 3 clusters Score -732550.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -732559.937500 Penalty: 4282.154297
	Iteration 28Q: 3 clusters Score -732559.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -732569.312500 Penalty: 4282.154297
	Iteration 29Q: 3 clusters Score -732569.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -732572.937500 Penalty: 4282.154297
	Iteration 30Q: 3 clusters Score -732572.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -732579.250000 Penalty: 4282.154297
	Iteration 31Q: 3 clusters Score -732579.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -732588.687500 Penalty: 4282.154297
	Iteration 32Q: 3 clusters Score -732588.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -732597.875000 Penalty: 4282.154297
	Iteration 33Q: 3 clusters Score -732597.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -732607.187500 Penalty: 4282.154297
	Iteration 34Q: 3 clusters Score -732607.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -732624.062500 Penalty: 4282.154297
	Iteration 35Q: 3 clusters Score -732624.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -732634.750000 Penalty: 4282.154297
	Iteration 36Q: 3 clusters Score -732634.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -732646.062500 Penalty: 4282.154297
	Iteration 37Q: 3 clusters Score -732646.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -732655.687500 Penalty: 4282.154297
	Iteration 38Q: 3 clusters Score -732655.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -732665.687500 Penalty: 4282.154297
	Iteration 39Q: 3 clusters Score -732665.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -732673.000000 Penalty: 4282.154297
	Iteration 40F: 3 clusters Score -732673 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -732683.500000 Penalty: 4282.154297
	Iteration 41Q: 3 clusters Score -732683.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -732697.125000 Penalty: 4282.154297
	Iteration 42Q: 3 clusters Score -732697.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -732714.812500 Penalty: 4282.154297
	Iteration 43Q: 3 clusters Score -732714.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -732734.000000 Penalty: 4282.154297
	Iteration 44Q: 3 clusters Score -732734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -732758.500000 Penalty: 4282.154297
	Iteration 45Q: 3 clusters Score -732758.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -732783.500000 Penalty: 4282.154297
	Iteration 46Q: 3 clusters Score -732783.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -732816.562500 Penalty: 4282.154297
	Iteration 47Q: 3 clusters Score -732816.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -732849.125000 Penalty: 4282.154297
	Iteration 48Q: 3 clusters Score -732849.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -732889.625000 Penalty: 4282.154297
	Iteration 49Q: 3 clusters Score -732889.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -732935.500000 Penalty: 4282.154297
	Iteration 50Q: 3 clusters Score -732935.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -733003.437500 Penalty: 4282.154297
	Iteration 51Q: 3 clusters Score -733003.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -733081.875000 Penalty: 4282.154297
	Iteration 52Q: 3 clusters Score -733081.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -733166.500000 Penalty: 4282.154297
	Iteration 53Q: 3 clusters Score -733166.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -733259.312500 Penalty: 4282.154297
	Iteration 54Q: 3 clusters Score -733259.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -733367.500000 Penalty: 4282.154297
	Iteration 55Q: 3 clusters Score -733367.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -733455.937500 Penalty: 4282.154297
	Iteration 56Q: 3 clusters Score -733455.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -733521.687500 Penalty: 4282.154297
	Iteration 57Q: 3 clusters Score -733521.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -733570.750000 Penalty: 4282.154297
	Iteration 58Q: 3 clusters Score -733570.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -733600.562500 Penalty: 4282.154297
	Iteration 59Q: 3 clusters Score -733600.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -733621.375000 Penalty: 4282.154297
	Iteration 60F: 3 clusters Score -733621.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -733642.375000 Penalty: 4282.154297
	Iteration 61Q: 3 clusters Score -733642.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -733654.750000 Penalty: 4282.154297
	Iteration 62Q: 3 clusters Score -733654.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -733666.187500 Penalty: 4282.154297
	Iteration 63Q: 3 clusters Score -733666.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -733671.812500 Penalty: 4282.154297
	Iteration 64Q: 3 clusters Score -733671.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -733676.562500 Penalty: 4282.154297
	Iteration 65Q: 3 clusters Score -733676.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -733685.000000 Penalty: 4282.154297
	Iteration 66Q: 3 clusters Score -733685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -733693.250000 Penalty: 4282.154297
	Iteration 67Q: 3 clusters Score -733693.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -733696.687500 Penalty: 4282.154297
	Iteration 68Q: 3 clusters Score -733696.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -733703.125000 Penalty: 4282.154297
	Iteration 69Q: 3 clusters Score -733703.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -733709.687500 Penalty: 4282.154297
	Iteration 70Q: 3 clusters Score -733709.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -733714.750000 Penalty: 4282.154297
	Iteration 71Q: 3 clusters Score -733714.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -733721.687500 Penalty: 4282.154297
	Iteration 72Q: 3 clusters Score -733721.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -733725.875000 Penalty: 4282.154297
	Iteration 73Q: 3 clusters Score -733725.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -733730.062500 Penalty: 4282.154297
	Iteration 74Q: 3 clusters Score -733730.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -733733.187500 Penalty: 4282.154297
	Iteration 75Q: 3 clusters Score -733733.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -733734.000000 Penalty: 4282.154297
	Iteration 76Q: 3 clusters Score -733734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -733735.437500 Penalty: 4282.154297
	Iteration 77Q: 3 clusters Score -733735.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -733737.625000 Penalty: 4282.154297
	Iteration 78Q: 3 clusters Score -733737.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -733737.312500 Penalty: 4282.154297
	Iteration 79Q: 3 clusters Score -733737.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -733739.062500 Penalty: 4282.154297
	Iteration 80F: 3 clusters Score -733739.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -733737.937500 Penalty: 4282.154297
	Iteration 81Q: 3 clusters Score -733737.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -733740.000000 Penalty: 4282.154297
	Iteration 82Q: 3 clusters Score -733740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -733740.562500 Penalty: 4282.154297
	Iteration 83Q: 3 clusters Score -733740.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -733740.750000 Penalty: 4282.154297
	Iteration 84Q: 3 clusters Score -733740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -733740.562500 Penalty: 4282.154297
	Iteration 85Q: 3 clusters Score -733740.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -733742.375000 Penalty: 4282.154297
	Iteration 86Q: 3 clusters Score -733742.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -733746.875000 Penalty: 4282.154297
	Iteration 87Q: 3 clusters Score -733746.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -733749.625000 Penalty: 4282.154297
	Iteration 88Q: 3 clusters Score -733749.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -733752.250000 Penalty: 4282.154297
	Iteration 89Q: 3 clusters Score -733752.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -733754.812500 Penalty: 4282.154297
	Iteration 90Q: 3 clusters Score -733754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -733755.437500 Penalty: 4282.154297
	Iteration 91Q: 3 clusters Score -733755.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -733756.437500 Penalty: 4282.154297
	Iteration 92Q: 3 clusters Score -733756.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -733756.437500 Penalty: 4282.154297
	Iteration 93F: 3 clusters Score -733756.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Entering Unmasked Estep 
Score: -4769654.000000 Penalty: 2605.147949
	Iteration 0F: 2 clusters Score -4769654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -4744826.500000 Penalty: 5210.295898
	Iteration 0F: 3 clusters Score -4744826 nChanged 16717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -4753766.500000 Penalty: 5210.295898
	Iteration 1F: 3 clusters Score -4753766 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -4754261.500000 Penalty: 5210.295898
	Iteration 2Q: 3 clusters Score -4754262 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -4754749.000000 Penalty: 5210.295898
	Iteration 3Q: 3 clusters Score -4754749 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -4755311.500000 Penalty: 5210.295898
	Iteration 4Q: 3 clusters Score -4755312 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -4756083.500000 Penalty: 5210.295898
	Iteration 5Q: 3 clusters Score -4756084 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -4757224.000000 Penalty: 5210.295898
	Iteration 6F: 3 clusters Score -4757224 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -4758846.500000 Penalty: 5210.295898
	Iteration 7F: 3 clusters Score -4758846 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -4761032.000000 Penalty: 5210.295898
	Iteration 8F: 3 clusters Score -4761032 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -4763264.500000 Penalty: 5210.295898
	Iteration 9F: 3 clusters Score -4763264 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -4765007.000000 Penalty: 5210.295898
	Iteration 10F: 3 clusters Score -4765007 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -4766231.000000 Penalty: 5210.295898
	Iteration 11Q: 3 clusters Score -4766231 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -4766897.000000 Penalty: 5210.295898
	Iteration 12Q: 3 clusters Score -4766897 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -4767210.000000 Penalty: 5210.295898
	Iteration 13Q: 3 clusters Score -4767210 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -4767391.500000 Penalty: 5210.295898
	Iteration 14Q: 3 clusters Score -4767392 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -4767485.000000 Penalty: 5210.295898
	Iteration 15Q: 3 clusters Score -4767485 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -4767549.000000 Penalty: 5210.295898
	Iteration 16Q: 3 clusters Score -4767549 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -4767585.000000 Penalty: 5210.295898
	Iteration 17Q: 3 clusters Score -4767585 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -4767608.500000 Penalty: 5210.295898
	Iteration 18Q: 3 clusters Score -4767608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -4767626.000000 Penalty: 5210.295898
	Iteration 19Q: 3 clusters Score -4767626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -4767639.000000 Penalty: 5210.295898
	Iteration 20F: 3 clusters Score -4767639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -4767650.500000 Penalty: 5210.295898
	Iteration 21Q: 3 clusters Score -4767650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -4767668.000000 Penalty: 5210.295898
	Iteration 22Q: 3 clusters Score -4767668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -4767676.000000 Penalty: 5210.295898
	Iteration 23Q: 3 clusters Score -4767676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -4767682.500000 Penalty: 5210.295898
	Iteration 24Q: 3 clusters Score -4767682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -4767700.500000 Penalty: 5210.295898
	Iteration 25Q: 3 clusters Score -4767700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -4767696.500000 Penalty: 5210.295898
	Iteration 26Q: 3 clusters Score -4767696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -4767715.000000 Penalty: 5210.295898
	Iteration 27Q: 3 clusters Score -4767715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -4767719.500000 Penalty: 5210.295898
	Iteration 28Q: 3 clusters Score -4767720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -4767732.000000 Penalty: 5210.295898
	Iteration 29Q: 3 clusters Score -4767732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -4767749.500000 Penalty: 5210.295898
	Iteration 30Q: 3 clusters Score -4767750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -4767753.000000 Penalty: 5210.295898
	Iteration 31Q: 3 clusters Score -4767753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -4767755.000000 Penalty: 5210.295898
	Iteration 32Q: 3 clusters Score -4767755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -4767759.000000 Penalty: 5210.295898
	Iteration 33Q: 3 clusters Score -4767759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4767761.500000 Penalty: 5210.295898
	Iteration 34Q: 3 clusters Score -4767762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4767767.500000 Penalty: 5210.295898
	Iteration 35Q: 3 clusters Score -4767768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -4767768.500000 Penalty: 5210.295898
	Iteration 36Q: 3 clusters Score -4767768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4767766.000000 Penalty: 5210.295898
	Iteration 37Q: 3 clusters Score -4767766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -4767763.500000 Penalty: 5210.295898
	Iteration 38Q: 3 clusters Score -4767764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -4767764.500000 Penalty: 5210.295898
	Iteration 39Q: 3 clusters Score -4767764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -4767765.000000 Penalty: 5210.295898
	Iteration 40F: 3 clusters Score -4767765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -4767764.500000 Penalty: 5210.295898
	Iteration 41Q: 3 clusters Score -4767764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -4767764.500000 Penalty: 5210.295898
	Iteration 42F: 3 clusters Score -4767764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Entering Unmasked Estep 
Score: -1682523.750000 Penalty: 2345.772949
	Iteration 0F: 2 clusters Score -1682524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1673104.125000 Penalty: 4691.545898
	Iteration 0F: 3 clusters Score -1673104 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1675863.500000 Penalty: 4691.545898
	Iteration 1F: 3 clusters Score -1675864 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1676184.250000 Penalty: 4691.545898
	Iteration 2F: 3 clusters Score -1676184 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1676396.625000 Penalty: 4691.545898
	Iteration 3Q: 3 clusters Score -1676397 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1676590.750000 Penalty: 4691.545898
	Iteration 4Q: 3 clusters Score -1676591 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1676765.375000 Penalty: 4691.545898
	Iteration 5Q: 3 clusters Score -1676765 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1676930.875000 Penalty: 4691.545898
	Iteration 6Q: 3 clusters Score -1676931 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1677131.625000 Penalty: 4691.545898
	Iteration 7Q: 3 clusters Score -1677132 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1677367.875000 Penalty: 4691.545898
	Iteration 8Q: 3 clusters Score -1677368 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1677645.500000 Penalty: 4691.545898
	Iteration 9Q: 3 clusters Score -1677646 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1677973.000000 Penalty: 4691.545898
	Iteration 10Q: 3 clusters Score -1677973 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1678363.875000 Penalty: 4691.545898
	Iteration 11Q: 3 clusters Score -1678364 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1678789.875000 Penalty: 4691.545898
	Iteration 12Q: 3 clusters Score -1678790 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1679197.750000 Penalty: 4691.545898
	Iteration 13Q: 3 clusters Score -1679198 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1679551.250000 Penalty: 4691.545898
	Iteration 14Q: 3 clusters Score -1679551 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1679806.125000 Penalty: 4691.545898
	Iteration 15Q: 3 clusters Score -1679806 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1679975.875000 Penalty: 4691.545898
	Iteration 16Q: 3 clusters Score -1679976 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1680099.250000 Penalty: 4691.545898
	Iteration 17Q: 3 clusters Score -1680099 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1680206.250000 Penalty: 4691.545898
	Iteration 18Q: 3 clusters Score -1680206 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1680291.625000 Penalty: 4691.545898
	Iteration 19Q: 3 clusters Score -1680292 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1680338.125000 Penalty: 4691.545898
	Iteration 20F: 3 clusters Score -1680338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1680387.500000 Penalty: 4691.545898
	Iteration 21Q: 3 clusters Score -1680388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1680430.750000 Penalty: 4691.545898
	Iteration 22Q: 3 clusters Score -1680431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1680446.750000 Penalty: 4691.545898
	Iteration 23Q: 3 clusters Score -1680447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1680464.625000 Penalty: 4691.545898
	Iteration 24Q: 3 clusters Score -1680465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1680472.500000 Penalty: 4691.545898
	Iteration 25Q: 3 clusters Score -1680472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1680478.625000 Penalty: 4691.545898
	Iteration 26Q: 3 clusters Score -1680479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1680478.375000 Penalty: 4691.545898
	Iteration 27Q: 3 clusters Score -1680478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1680478.375000 Penalty: 4691.545898
	Iteration 28F: 3 clusters Score -1680478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -58295.863281 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -58295.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56776.015625 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -56776.02 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56935.710938 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -56935.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57008.796875 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -57008.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57040.847656 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -57040.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57062.542969 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -57062.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57072.921875 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -57072.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57075.738281 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -57075.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57077.804688 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -57077.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -57077.804688 Penalty: 3062.197998
	Iteration 8F: 3 clusters Score -57077.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Entering Unmasked Estep 
Score: -5722348.500000 Penalty: 2659.009521
	Iteration 0F: 2 clusters Score -5722348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -5691790.500000 Penalty: 5318.019043
	Iteration 0F: 3 clusters Score -5691790 nChanged 20791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -5702984.000000 Penalty: 5318.019043
	Iteration 1F: 3 clusters Score -5702984 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -5703424.500000 Penalty: 5318.019043
	Iteration 2Q: 3 clusters Score -5703424 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -5703916.500000 Penalty: 5318.019043
	Iteration 3Q: 3 clusters Score -5703916 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -5704458.000000 Penalty: 5318.019043
	Iteration 4Q: 3 clusters Score -5704458 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -5705122.500000 Penalty: 5318.019043
	Iteration 5Q: 3 clusters Score -5705122 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -5706084.000000 Penalty: 5318.019043
	Iteration 6Q: 3 clusters Score -5706084 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -5707363.000000 Penalty: 5318.019043
	Iteration 7F: 3 clusters Score -5707363 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -5709212.000000 Penalty: 5318.019043
	Iteration 8F: 3 clusters Score -5709212 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -5711725.000000 Penalty: 5318.019043
	Iteration 9F: 3 clusters Score -5711725 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -5714665.500000 Penalty: 5318.019043
	Iteration 10F: 3 clusters Score -5714666 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -5717268.000000 Penalty: 5318.019043
	Iteration 11F: 3 clusters Score -5717268 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -5718796.000000 Penalty: 5318.019043
	Iteration 12Q: 3 clusters Score -5718796 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -5719437.500000 Penalty: 5318.019043
	Iteration 13Q: 3 clusters Score -5719438 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -5719728.000000 Penalty: 5318.019043
	Iteration 14Q: 3 clusters Score -5719728 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -5719825.000000 Penalty: 5318.019043
	Iteration 15Q: 3 clusters Score -5719825 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -5719875.500000 Penalty: 5318.019043
	Iteration 16Q: 3 clusters Score -5719876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -5719923.500000 Penalty: 5318.019043
	Iteration 17Q: 3 clusters Score -5719924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -5719951.000000 Penalty: 5318.019043
	Iteration 18Q: 3 clusters Score -5719951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -5719964.500000 Penalty: 5318.019043
	Iteration 19Q: 3 clusters Score -5719964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -5719987.000000 Penalty: 5318.019043
	Iteration 20F: 3 clusters Score -5719987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -5720002.000000 Penalty: 5318.019043
	Iteration 21Q: 3 clusters Score -5720002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -5720012.000000 Penalty: 5318.019043
	Iteration 22Q: 3 clusters Score -5720012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -5720012.000000 Penalty: 5318.019043
	Iteration 23Q: 3 clusters Score -5720012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -5720012.000000 Penalty: 5318.019043
	Iteration 24F: 3 clusters Score -5720012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -103913.218750 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -103913.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -102075.406250 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -102075.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102581.429688 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -102581.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -102895.421875 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -102895.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -103099.046875 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -103099 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -103238.281250 Penalty: 3385.966553
	Iteration 4F: 3 clusters Score -103238.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -103395.156250 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -103395.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -103607.304688 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -103607.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -103761.460938 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -103761.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -103952.789062 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -103952.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -104172.750000 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -104172.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -104408.937500 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -104408.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -104425.656250 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -104425.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -104441.164062 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -104441.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -104448.546875 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -104448.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -104454.484375 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -104454.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -104464.046875 Penalty: 3385.966553
	Iteration 15Q: 3 clusters Score -104464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -104478.835938 Penalty: 3385.966553
	Iteration 16Q: 3 clusters Score -104478.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -104489.546875 Penalty: 3385.966553
	Iteration 17Q: 3 clusters Score -104489.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -104506.914062 Penalty: 3385.966553
	Iteration 18Q: 3 clusters Score -104506.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -104522.265625 Penalty: 3385.966553
	Iteration 19Q: 3 clusters Score -104522.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -104523.914062 Penalty: 3385.966553
	Iteration 20F: 3 clusters Score -104523.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 14352 members 
Mstep: Class 3 contains 6378 members 
Mstep: Class 4 contains 161843 members 
Mstep: Class 5 contains 274101 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54595 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 10996 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36484 members 
Mstep: Class 15 contains 12820 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45334 members 
Mstep: Class 18 contains 439 members 
Mstep: Class 19 contains 13185 members 
Mstep: Class 20 contains 12362 members 
Mstep: Class 21 contains 14224 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5693 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 483 members 
Entering Unmasked Estep 
Score: -90827264.000000 Penalty: 90278.039062
Splitting cluster 18 changes total score from -90828240.000000 to -90827264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (13185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Entering Unmasked Estep 
Score: -1746181.500000 Penalty: 2352.735107
	Iteration 0F: 2 clusters Score -1746182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1736563.000000 Penalty: 4705.470215
	Iteration 0F: 3 clusters Score -1736563 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1739284.625000 Penalty: 4705.470215
	Iteration 1F: 3 clusters Score -1739285 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1739553.000000 Penalty: 4705.470215
	Iteration 2F: 3 clusters Score -1739553 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1739779.625000 Penalty: 4705.470215
	Iteration 3Q: 3 clusters Score -1739780 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1739983.750000 Penalty: 4705.470215
	Iteration 4Q: 3 clusters Score -1739984 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1740154.625000 Penalty: 4705.470215
	Iteration 5Q: 3 clusters Score -1740155 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1740306.000000 Penalty: 4705.470215
	Iteration 6Q: 3 clusters Score -1740306 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1740470.375000 Penalty: 4705.470215
	Iteration 7Q: 3 clusters Score -1740470 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1740663.000000 Penalty: 4705.470215
	Iteration 8Q: 3 clusters Score -1740663 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1740894.375000 Penalty: 4705.470215
	Iteration 9Q: 3 clusters Score -1740894 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1741162.375000 Penalty: 4705.470215
	Iteration 10Q: 3 clusters Score -1741162 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1741535.250000 Penalty: 4705.470215
	Iteration 11Q: 3 clusters Score -1741535 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1741940.625000 Penalty: 4705.470215
	Iteration 12Q: 3 clusters Score -1741941 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1742375.875000 Penalty: 4705.470215
	Iteration 13Q: 3 clusters Score -1742376 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1742831.625000 Penalty: 4705.470215
	Iteration 14Q: 3 clusters Score -1742832 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1743204.125000 Penalty: 4705.470215
	Iteration 15Q: 3 clusters Score -1743204 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1743472.500000 Penalty: 4705.470215
	Iteration 16Q: 3 clusters Score -1743472 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1743670.375000 Penalty: 4705.470215
	Iteration 17Q: 3 clusters Score -1743670 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1743813.500000 Penalty: 4705.470215
	Iteration 18Q: 3 clusters Score -1743814 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1743887.125000 Penalty: 4705.470215
	Iteration 19Q: 3 clusters Score -1743887 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1743950.000000 Penalty: 4705.470215
	Iteration 20F: 3 clusters Score -1743950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1743999.875000 Penalty: 4705.470215
	Iteration 21Q: 3 clusters Score -1744000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1744039.375000 Penalty: 4705.470215
	Iteration 22Q: 3 clusters Score -1744039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1744055.000000 Penalty: 4705.470215
	Iteration 23Q: 3 clusters Score -1744055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1744073.000000 Penalty: 4705.470215
	Iteration 24Q: 3 clusters Score -1744073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1744091.375000 Penalty: 4705.470215
	Iteration 25Q: 3 clusters Score -1744091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1744109.625000 Penalty: 4705.470215
	Iteration 26Q: 3 clusters Score -1744110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1744118.875000 Penalty: 4705.470215
	Iteration 27Q: 3 clusters Score -1744119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1744134.750000 Penalty: 4705.470215
	Iteration 28Q: 3 clusters Score -1744135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1744144.750000 Penalty: 4705.470215
	Iteration 29Q: 3 clusters Score -1744145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1744148.375000 Penalty: 4705.470215
	Iteration 30Q: 3 clusters Score -1744148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1744156.500000 Penalty: 4705.470215
	Iteration 31Q: 3 clusters Score -1744156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1744160.500000 Penalty: 4705.470215
	Iteration 32Q: 3 clusters Score -1744160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1744163.250000 Penalty: 4705.470215
	Iteration 33Q: 3 clusters Score -1744163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1744164.875000 Penalty: 4705.470215
	Iteration 34Q: 3 clusters Score -1744165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1744167.500000 Penalty: 4705.470215
	Iteration 35Q: 3 clusters Score -1744168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1744167.500000 Penalty: 4705.470215
	Iteration 36F: 3 clusters Score -1744168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Entering Unmasked Estep 
Score: -1479780.875000 Penalty: 2336.750732
	Iteration 0F: 2 clusters Score -1479781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1470624.125000 Penalty: 4673.501465
	Iteration 0F: 3 clusters Score -1470624 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1473410.125000 Penalty: 4673.501465
	Iteration 1F: 3 clusters Score -1473410 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1473754.875000 Penalty: 4673.501465
	Iteration 2F: 3 clusters Score -1473755 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1474006.500000 Penalty: 4673.501465
	Iteration 3Q: 3 clusters Score -1474006 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1474178.000000 Penalty: 4673.501465
	Iteration 4Q: 3 clusters Score -1474178 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1474303.500000 Penalty: 4673.501465
	Iteration 5Q: 3 clusters Score -1474304 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1474415.000000 Penalty: 4673.501465
	Iteration 6Q: 3 clusters Score -1474415 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1474517.875000 Penalty: 4673.501465
	Iteration 7Q: 3 clusters Score -1474518 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1474624.375000 Penalty: 4673.501465
	Iteration 8Q: 3 clusters Score -1474624 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1474736.250000 Penalty: 4673.501465
	Iteration 9Q: 3 clusters Score -1474736 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1474855.750000 Penalty: 4673.501465
	Iteration 10Q: 3 clusters Score -1474856 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1474989.500000 Penalty: 4673.501465
	Iteration 11Q: 3 clusters Score -1474990 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1475133.500000 Penalty: 4673.501465
	Iteration 12Q: 3 clusters Score -1475134 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1475262.125000 Penalty: 4673.501465
	Iteration 13Q: 3 clusters Score -1475262 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1475394.000000 Penalty: 4673.501465
	Iteration 14Q: 3 clusters Score -1475394 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1475536.125000 Penalty: 4673.501465
	Iteration 15Q: 3 clusters Score -1475536 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1475682.750000 Penalty: 4673.501465
	Iteration 16Q: 3 clusters Score -1475683 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1475852.750000 Penalty: 4673.501465
	Iteration 17Q: 3 clusters Score -1475853 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1476022.250000 Penalty: 4673.501465
	Iteration 18Q: 3 clusters Score -1476022 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1476200.875000 Penalty: 4673.501465
	Iteration 19Q: 3 clusters Score -1476201 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1476414.875000 Penalty: 4673.501465
	Iteration 20F: 3 clusters Score -1476415 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1476642.250000 Penalty: 4673.501465
	Iteration 21Q: 3 clusters Score -1476642 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1476832.625000 Penalty: 4673.501465
	Iteration 22Q: 3 clusters Score -1476833 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1477037.625000 Penalty: 4673.501465
	Iteration 23Q: 3 clusters Score -1477038 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1477193.000000 Penalty: 4673.501465
	Iteration 24Q: 3 clusters Score -1477193 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1477311.500000 Penalty: 4673.501465
	Iteration 25Q: 3 clusters Score -1477312 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1477398.875000 Penalty: 4673.501465
	Iteration 26Q: 3 clusters Score -1477399 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1477470.250000 Penalty: 4673.501465
	Iteration 27Q: 3 clusters Score -1477470 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1477527.375000 Penalty: 4673.501465
	Iteration 28Q: 3 clusters Score -1477527 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1477587.750000 Penalty: 4673.501465
	Iteration 29Q: 3 clusters Score -1477588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1477626.375000 Penalty: 4673.501465
	Iteration 30Q: 3 clusters Score -1477626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1477660.250000 Penalty: 4673.501465
	Iteration 31Q: 3 clusters Score -1477660 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1477683.000000 Penalty: 4673.501465
	Iteration 32Q: 3 clusters Score -1477683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1477698.875000 Penalty: 4673.501465
	Iteration 33Q: 3 clusters Score -1477699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1477713.500000 Penalty: 4673.501465
	Iteration 34Q: 3 clusters Score -1477714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1477729.500000 Penalty: 4673.501465
	Iteration 35Q: 3 clusters Score -1477730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1477754.125000 Penalty: 4673.501465
	Iteration 36Q: 3 clusters Score -1477754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1477773.000000 Penalty: 4673.501465
	Iteration 37Q: 3 clusters Score -1477773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1477786.500000 Penalty: 4673.501465
	Iteration 38Q: 3 clusters Score -1477786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1477798.125000 Penalty: 4673.501465
	Iteration 39Q: 3 clusters Score -1477798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1477803.125000 Penalty: 4673.501465
	Iteration 40F: 3 clusters Score -1477803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1477812.250000 Penalty: 4673.501465
	Iteration 41Q: 3 clusters Score -1477812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1477820.875000 Penalty: 4673.501465
	Iteration 42Q: 3 clusters Score -1477821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1477821.875000 Penalty: 4673.501465
	Iteration 43Q: 3 clusters Score -1477822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1477823.750000 Penalty: 4673.501465
	Iteration 44Q: 3 clusters Score -1477824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1477826.500000 Penalty: 4673.501465
	Iteration 45Q: 3 clusters Score -1477826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1477832.250000 Penalty: 4673.501465
	Iteration 46Q: 3 clusters Score -1477832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1477835.250000 Penalty: 4673.501465
	Iteration 47Q: 3 clusters Score -1477835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1477839.375000 Penalty: 4673.501465
	Iteration 48Q: 3 clusters Score -1477839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1477841.625000 Penalty: 4673.501465
	Iteration 49Q: 3 clusters Score -1477842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1477843.625000 Penalty: 4673.501465
	Iteration 50Q: 3 clusters Score -1477844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1477845.750000 Penalty: 4673.501465
	Iteration 51Q: 3 clusters Score -1477846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1477845.875000 Penalty: 4673.501465
	Iteration 52Q: 3 clusters Score -1477846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1477849.625000 Penalty: 4673.501465
	Iteration 53Q: 3 clusters Score -1477850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1477850.250000 Penalty: 4673.501465
	Iteration 54Q: 3 clusters Score -1477850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1477849.750000 Penalty: 4673.501465
	Iteration 55Q: 3 clusters Score -1477850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1477849.750000 Penalty: 4673.501465
	Iteration 56F: 3 clusters Score -1477850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Entering Unmasked Estep 
Score: -1828538.000000 Penalty: 2371.546143
	Iteration 0F: 2 clusters Score -1828538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1818274.875000 Penalty: 4743.092285
	Iteration 0F: 3 clusters Score -1818275 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1821576.375000 Penalty: 4743.092285
	Iteration 1F: 3 clusters Score -1821576 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1821890.125000 Penalty: 4743.092285
	Iteration 2F: 3 clusters Score -1821890 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1822103.000000 Penalty: 4743.092285
	Iteration 3Q: 3 clusters Score -1822103 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1822279.875000 Penalty: 4743.092285
	Iteration 4Q: 3 clusters Score -1822280 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1822431.250000 Penalty: 4743.092285
	Iteration 5Q: 3 clusters Score -1822431 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1822560.375000 Penalty: 4743.092285
	Iteration 6Q: 3 clusters Score -1822560 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1822678.750000 Penalty: 4743.092285
	Iteration 7Q: 3 clusters Score -1822679 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1822770.000000 Penalty: 4743.092285
	Iteration 8Q: 3 clusters Score -1822770 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1822878.000000 Penalty: 4743.092285
	Iteration 9Q: 3 clusters Score -1822878 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1822993.875000 Penalty: 4743.092285
	Iteration 10Q: 3 clusters Score -1822994 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1823113.625000 Penalty: 4743.092285
	Iteration 11Q: 3 clusters Score -1823114 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1823274.500000 Penalty: 4743.092285
	Iteration 12Q: 3 clusters Score -1823274 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1823469.875000 Penalty: 4743.092285
	Iteration 13Q: 3 clusters Score -1823470 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1823684.625000 Penalty: 4743.092285
	Iteration 14Q: 3 clusters Score -1823685 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1823932.625000 Penalty: 4743.092285
	Iteration 15Q: 3 clusters Score -1823933 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1824196.500000 Penalty: 4743.092285
	Iteration 16Q: 3 clusters Score -1824196 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1824480.500000 Penalty: 4743.092285
	Iteration 17Q: 3 clusters Score -1824480 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1824749.000000 Penalty: 4743.092285
	Iteration 18Q: 3 clusters Score -1824749 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1824968.750000 Penalty: 4743.092285
	Iteration 19Q: 3 clusters Score -1824969 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1825122.000000 Penalty: 4743.092285
	Iteration 20F: 3 clusters Score -1825122 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1825234.625000 Penalty: 4743.092285
	Iteration 21Q: 3 clusters Score -1825235 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1825322.000000 Penalty: 4743.092285
	Iteration 22Q: 3 clusters Score -1825322 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1825378.000000 Penalty: 4743.092285
	Iteration 23Q: 3 clusters Score -1825378 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1825423.500000 Penalty: 4743.092285
	Iteration 24Q: 3 clusters Score -1825424 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1825463.125000 Penalty: 4743.092285
	Iteration 25Q: 3 clusters Score -1825463 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1825487.875000 Penalty: 4743.092285
	Iteration 26Q: 3 clusters Score -1825488 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1825511.125000 Penalty: 4743.092285
	Iteration 27Q: 3 clusters Score -1825511 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1825540.125000 Penalty: 4743.092285
	Iteration 28Q: 3 clusters Score -1825540 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1825568.500000 Penalty: 4743.092285
	Iteration 29Q: 3 clusters Score -1825568 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1825587.000000 Penalty: 4743.092285
	Iteration 30Q: 3 clusters Score -1825587 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1825611.750000 Penalty: 4743.092285
	Iteration 31Q: 3 clusters Score -1825612 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1825636.000000 Penalty: 4743.092285
	Iteration 32Q: 3 clusters Score -1825636 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1825660.500000 Penalty: 4743.092285
	Iteration 33Q: 3 clusters Score -1825660 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1825675.875000 Penalty: 4743.092285
	Iteration 34Q: 3 clusters Score -1825676 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1825696.000000 Penalty: 4743.092285
	Iteration 35Q: 3 clusters Score -1825696 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1825717.875000 Penalty: 4743.092285
	Iteration 36Q: 3 clusters Score -1825718 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1825741.875000 Penalty: 4743.092285
	Iteration 37Q: 3 clusters Score -1825742 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1825758.625000 Penalty: 4743.092285
	Iteration 38Q: 3 clusters Score -1825759 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1825785.875000 Penalty: 4743.092285
	Iteration 39Q: 3 clusters Score -1825786 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1825809.500000 Penalty: 4743.092285
	Iteration 40F: 3 clusters Score -1825810 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1825836.250000 Penalty: 4743.092285
	Iteration 41Q: 3 clusters Score -1825836 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1825857.875000 Penalty: 4743.092285
	Iteration 42Q: 3 clusters Score -1825858 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1825872.000000 Penalty: 4743.092285
	Iteration 43Q: 3 clusters Score -1825872 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1825900.000000 Penalty: 4743.092285
	Iteration 44Q: 3 clusters Score -1825900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1825914.750000 Penalty: 4743.092285
	Iteration 45Q: 3 clusters Score -1825915 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1825924.250000 Penalty: 4743.092285
	Iteration 46Q: 3 clusters Score -1825924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1825940.750000 Penalty: 4743.092285
	Iteration 47Q: 3 clusters Score -1825941 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1825951.625000 Penalty: 4743.092285
	Iteration 48Q: 3 clusters Score -1825952 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1825960.125000 Penalty: 4743.092285
	Iteration 49Q: 3 clusters Score -1825960 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1825982.750000 Penalty: 4743.092285
	Iteration 50Q: 3 clusters Score -1825983 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1825994.250000 Penalty: 4743.092285
	Iteration 51Q: 3 clusters Score -1825994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1826005.375000 Penalty: 4743.092285
	Iteration 52Q: 3 clusters Score -1826005 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1826019.000000 Penalty: 4743.092285
	Iteration 53Q: 3 clusters Score -1826019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1826025.250000 Penalty: 4743.092285
	Iteration 54Q: 3 clusters Score -1826025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1826033.250000 Penalty: 4743.092285
	Iteration 55Q: 3 clusters Score -1826033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1826035.375000 Penalty: 4743.092285
	Iteration 56Q: 3 clusters Score -1826035 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1826037.750000 Penalty: 4743.092285
	Iteration 57Q: 3 clusters Score -1826038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1826048.625000 Penalty: 4743.092285
	Iteration 58Q: 3 clusters Score -1826049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1826060.750000 Penalty: 4743.092285
	Iteration 59Q: 3 clusters Score -1826061 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1826069.000000 Penalty: 4743.092285
	Iteration 60F: 3 clusters Score -1826069 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1826084.250000 Penalty: 4743.092285
	Iteration 61Q: 3 clusters Score -1826084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1826095.875000 Penalty: 4743.092285
	Iteration 62Q: 3 clusters Score -1826096 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1826104.500000 Penalty: 4743.092285
	Iteration 63Q: 3 clusters Score -1826104 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1826118.625000 Penalty: 4743.092285
	Iteration 64Q: 3 clusters Score -1826119 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1826136.500000 Penalty: 4743.092285
	Iteration 65Q: 3 clusters Score -1826136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1826146.250000 Penalty: 4743.092285
	Iteration 66Q: 3 clusters Score -1826146 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1826166.375000 Penalty: 4743.092285
	Iteration 67Q: 3 clusters Score -1826166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1826175.875000 Penalty: 4743.092285
	Iteration 68Q: 3 clusters Score -1826176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1826200.250000 Penalty: 4743.092285
	Iteration 69Q: 3 clusters Score -1826200 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1826218.250000 Penalty: 4743.092285
	Iteration 70Q: 3 clusters Score -1826218 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1826235.625000 Penalty: 4743.092285
	Iteration 71Q: 3 clusters Score -1826236 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1826254.750000 Penalty: 4743.092285
	Iteration 72Q: 3 clusters Score -1826255 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1826273.000000 Penalty: 4743.092285
	Iteration 73Q: 3 clusters Score -1826273 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1826307.875000 Penalty: 4743.092285
	Iteration 74Q: 3 clusters Score -1826308 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1826318.625000 Penalty: 4743.092285
	Iteration 75Q: 3 clusters Score -1826319 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1826342.250000 Penalty: 4743.092285
	Iteration 76Q: 3 clusters Score -1826342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1826358.125000 Penalty: 4743.092285
	Iteration 77Q: 3 clusters Score -1826358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1826375.750000 Penalty: 4743.092285
	Iteration 78Q: 3 clusters Score -1826376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1826390.250000 Penalty: 4743.092285
	Iteration 79Q: 3 clusters Score -1826390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1826407.375000 Penalty: 4743.092285
	Iteration 80F: 3 clusters Score -1826407 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1826420.375000 Penalty: 4743.092285
	Iteration 81Q: 3 clusters Score -1826420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1826430.625000 Penalty: 4743.092285
	Iteration 82Q: 3 clusters Score -1826431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1826442.875000 Penalty: 4743.092285
	Iteration 83Q: 3 clusters Score -1826443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1826450.625000 Penalty: 4743.092285
	Iteration 84Q: 3 clusters Score -1826451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1826457.000000 Penalty: 4743.092285
	Iteration 85Q: 3 clusters Score -1826457 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1826473.125000 Penalty: 4743.092285
	Iteration 86Q: 3 clusters Score -1826473 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1826489.500000 Penalty: 4743.092285
	Iteration 87Q: 3 clusters Score -1826490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1826516.750000 Penalty: 4743.092285
	Iteration 88Q: 3 clusters Score -1826517 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1826539.500000 Penalty: 4743.092285
	Iteration 89Q: 3 clusters Score -1826540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1826556.750000 Penalty: 4743.092285
	Iteration 90Q: 3 clusters Score -1826557 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1826572.375000 Penalty: 4743.092285
	Iteration 91Q: 3 clusters Score -1826572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1826590.125000 Penalty: 4743.092285
	Iteration 92Q: 3 clusters Score -1826590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1826610.375000 Penalty: 4743.092285
	Iteration 93Q: 3 clusters Score -1826610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1826625.375000 Penalty: 4743.092285
	Iteration 94Q: 3 clusters Score -1826625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1826635.625000 Penalty: 4743.092285
	Iteration 95Q: 3 clusters Score -1826636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1826641.000000 Penalty: 4743.092285
	Iteration 96Q: 3 clusters Score -1826641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1826653.375000 Penalty: 4743.092285
	Iteration 97Q: 3 clusters Score -1826653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1826659.375000 Penalty: 4743.092285
	Iteration 98Q: 3 clusters Score -1826659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1826673.000000 Penalty: 4743.092285
	Iteration 99Q: 3 clusters Score -1826673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1826681.125000 Penalty: 4743.092285
	Iteration 100F: 3 clusters Score -1826681 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1826695.000000 Penalty: 4743.092285
	Iteration 101Q: 3 clusters Score -1826695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1826700.875000 Penalty: 4743.092285
	Iteration 102Q: 3 clusters Score -1826701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1826708.500000 Penalty: 4743.092285
	Iteration 103Q: 3 clusters Score -1826708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1826712.000000 Penalty: 4743.092285
	Iteration 104Q: 3 clusters Score -1826712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1826717.500000 Penalty: 4743.092285
	Iteration 105Q: 3 clusters Score -1826718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1826726.625000 Penalty: 4743.092285
	Iteration 106Q: 3 clusters Score -1826727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1826731.625000 Penalty: 4743.092285
	Iteration 107Q: 3 clusters Score -1826732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1826735.625000 Penalty: 4743.092285
	Iteration 108Q: 3 clusters Score -1826736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1826739.875000 Penalty: 4743.092285
	Iteration 109Q: 3 clusters Score -1826740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1826743.000000 Penalty: 4743.092285
	Iteration 110Q: 3 clusters Score -1826743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1826748.125000 Penalty: 4743.092285
	Iteration 111Q: 3 clusters Score -1826748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1826748.500000 Penalty: 4743.092285
	Iteration 112Q: 3 clusters Score -1826748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1826754.625000 Penalty: 4743.092285
	Iteration 113Q: 3 clusters Score -1826755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1826759.500000 Penalty: 4743.092285
	Iteration 114Q: 3 clusters Score -1826760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1826759.875000 Penalty: 4743.092285
	Iteration 115Q: 3 clusters Score -1826760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1826761.875000 Penalty: 4743.092285
	Iteration 116Q: 3 clusters Score -1826762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1826762.875000 Penalty: 4743.092285
	Iteration 117Q: 3 clusters Score -1826763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1826763.750000 Penalty: 4743.092285
	Iteration 118Q: 3 clusters Score -1826764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1826763.750000 Penalty: 4743.092285
	Iteration 119F: 3 clusters Score -1826764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -43961.332031 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43961.33 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 194 members 
Entering Unmasked Estep 
Score: -42562.171875 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -42562.17 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42761.734375 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -42761.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42821.691406 Penalty: 2993.598877
	Iteration 2Q: 3 clusters Score -42821.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42875.277344 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -42875.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42908.468750 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -42908.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42936.511719 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -42936.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42957.101562 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -42957.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42971.691406 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -42971.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43001.781250 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -43001.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43003.570312 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -43003.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43003.570312 Penalty: 2993.598877
	Iteration 10F: 3 clusters Score -43003.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Entering Unmasked Estep 
Score: -713710.062500 Penalty: 2144.454102
	Iteration 0F: 2 clusters Score -713710.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -708775.125000 Penalty: 4288.908203
	Iteration 0F: 3 clusters Score -708775.1 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -709905.312500 Penalty: 4288.908203
	Iteration 1F: 3 clusters Score -709905.3 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -710143.937500 Penalty: 4288.908203
	Iteration 2F: 3 clusters Score -710143.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -710280.562500 Penalty: 4288.908203
	Iteration 3F: 3 clusters Score -710280.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -710385.937500 Penalty: 4288.908203
	Iteration 4Q: 3 clusters Score -710385.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -710459.250000 Penalty: 4288.908203
	Iteration 5Q: 3 clusters Score -710459.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -710510.812500 Penalty: 4288.908203
	Iteration 6Q: 3 clusters Score -710510.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -710562.812500 Penalty: 4288.908203
	Iteration 7Q: 3 clusters Score -710562.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -710642.250000 Penalty: 4288.908203
	Iteration 8Q: 3 clusters Score -710642.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -710750.437500 Penalty: 4288.908203
	Iteration 9Q: 3 clusters Score -710750.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -710873.812500 Penalty: 4288.908203
	Iteration 10Q: 3 clusters Score -710873.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -711015.187500 Penalty: 4288.908203
	Iteration 11Q: 3 clusters Score -711015.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -711144.312500 Penalty: 4288.908203
	Iteration 12Q: 3 clusters Score -711144.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -711251.125000 Penalty: 4288.908203
	Iteration 13Q: 3 clusters Score -711251.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -711333.937500 Penalty: 4288.908203
	Iteration 14Q: 3 clusters Score -711333.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -711402.750000 Penalty: 4288.908203
	Iteration 15Q: 3 clusters Score -711402.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -711462.625000 Penalty: 4288.908203
	Iteration 16Q: 3 clusters Score -711462.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -711513.187500 Penalty: 4288.908203
	Iteration 17Q: 3 clusters Score -711513.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -711560.187500 Penalty: 4288.908203
	Iteration 18Q: 3 clusters Score -711560.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -711592.562500 Penalty: 4288.908203
	Iteration 19Q: 3 clusters Score -711592.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -711621.312500 Penalty: 4288.908203
	Iteration 20F: 3 clusters Score -711621.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -711644.187500 Penalty: 4288.908203
	Iteration 21Q: 3 clusters Score -711644.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -711662.562500 Penalty: 4288.908203
	Iteration 22Q: 3 clusters Score -711662.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -711678.312500 Penalty: 4288.908203
	Iteration 23Q: 3 clusters Score -711678.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -711697.812500 Penalty: 4288.908203
	Iteration 24Q: 3 clusters Score -711697.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -711713.375000 Penalty: 4288.908203
	Iteration 25Q: 3 clusters Score -711713.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -711727.250000 Penalty: 4288.908203
	Iteration 26Q: 3 clusters Score -711727.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -711750.125000 Penalty: 4288.908203
	Iteration 27Q: 3 clusters Score -711750.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -711773.062500 Penalty: 4288.908203
	Iteration 28Q: 3 clusters Score -711773.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -711791.562500 Penalty: 4288.908203
	Iteration 29Q: 3 clusters Score -711791.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -711809.125000 Penalty: 4288.908203
	Iteration 30Q: 3 clusters Score -711809.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -711825.875000 Penalty: 4288.908203
	Iteration 31Q: 3 clusters Score -711825.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -711846.250000 Penalty: 4288.908203
	Iteration 32Q: 3 clusters Score -711846.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -711868.312500 Penalty: 4288.908203
	Iteration 33Q: 3 clusters Score -711868.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -711881.500000 Penalty: 4288.908203
	Iteration 34Q: 3 clusters Score -711881.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -711891.562500 Penalty: 4288.908203
	Iteration 35Q: 3 clusters Score -711891.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -711903.437500 Penalty: 4288.908203
	Iteration 36Q: 3 clusters Score -711903.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -711913.562500 Penalty: 4288.908203
	Iteration 37Q: 3 clusters Score -711913.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -711922.937500 Penalty: 4288.908203
	Iteration 38Q: 3 clusters Score -711922.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -711931.312500 Penalty: 4288.908203
	Iteration 39Q: 3 clusters Score -711931.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -711938.000000 Penalty: 4288.908203
	Iteration 40F: 3 clusters Score -711938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -711946.250000 Penalty: 4288.908203
	Iteration 41Q: 3 clusters Score -711946.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -711949.312500 Penalty: 4288.908203
	Iteration 42Q: 3 clusters Score -711949.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -711952.937500 Penalty: 4288.908203
	Iteration 43Q: 3 clusters Score -711952.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -711956.187500 Penalty: 4288.908203
	Iteration 44Q: 3 clusters Score -711956.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -711962.000000 Penalty: 4288.908203
	Iteration 45Q: 3 clusters Score -711962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -711966.312500 Penalty: 4288.908203
	Iteration 46Q: 3 clusters Score -711966.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -711970.375000 Penalty: 4288.908203
	Iteration 47Q: 3 clusters Score -711970.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -711975.562500 Penalty: 4288.908203
	Iteration 48Q: 3 clusters Score -711975.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -711975.500000 Penalty: 4288.908203
	Iteration 49Q: 3 clusters Score -711975.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -711979.687500 Penalty: 4288.908203
	Iteration 50Q: 3 clusters Score -711979.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -711979.062500 Penalty: 4288.908203
	Iteration 51Q: 3 clusters Score -711979.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -711983.000000 Penalty: 4288.908203
	Iteration 52Q: 3 clusters Score -711983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -711989.375000 Penalty: 4288.908203
	Iteration 53Q: 3 clusters Score -711989.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -711993.875000 Penalty: 4288.908203
	Iteration 54Q: 3 clusters Score -711993.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -711997.937500 Penalty: 4288.908203
	Iteration 55Q: 3 clusters Score -711997.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -712001.937500 Penalty: 4288.908203
	Iteration 56Q: 3 clusters Score -712001.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -712004.250000 Penalty: 4288.908203
	Iteration 57Q: 3 clusters Score -712004.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -712006.875000 Penalty: 4288.908203
	Iteration 58Q: 3 clusters Score -712006.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -712010.937500 Penalty: 4288.908203
	Iteration 59Q: 3 clusters Score -712010.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -712014.500000 Penalty: 4288.908203
	Iteration 60F: 3 clusters Score -712014.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -712016.937500 Penalty: 4288.908203
	Iteration 61Q: 3 clusters Score -712016.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -712020.125000 Penalty: 4288.908203
	Iteration 62Q: 3 clusters Score -712020.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -712021.812500 Penalty: 4288.908203
	Iteration 63Q: 3 clusters Score -712021.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -712026.062500 Penalty: 4288.908203
	Iteration 64Q: 3 clusters Score -712026.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -712028.875000 Penalty: 4288.908203
	Iteration 65Q: 3 clusters Score -712028.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -712030.625000 Penalty: 4288.908203
	Iteration 66Q: 3 clusters Score -712030.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -712034.875000 Penalty: 4288.908203
	Iteration 67Q: 3 clusters Score -712034.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -712039.937500 Penalty: 4288.908203
	Iteration 68Q: 3 clusters Score -712039.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -712042.625000 Penalty: 4288.908203
	Iteration 69Q: 3 clusters Score -712042.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -712046.125000 Penalty: 4288.908203
	Iteration 70Q: 3 clusters Score -712046.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -712050.250000 Penalty: 4288.908203
	Iteration 71Q: 3 clusters Score -712050.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -712054.000000 Penalty: 4288.908203
	Iteration 72Q: 3 clusters Score -712054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -712057.437500 Penalty: 4288.908203
	Iteration 73Q: 3 clusters Score -712057.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -712062.187500 Penalty: 4288.908203
	Iteration 74Q: 3 clusters Score -712062.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -712065.312500 Penalty: 4288.908203
	Iteration 75Q: 3 clusters Score -712065.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -712069.500000 Penalty: 4288.908203
	Iteration 76Q: 3 clusters Score -712069.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -712074.625000 Penalty: 4288.908203
	Iteration 77Q: 3 clusters Score -712074.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -712073.312500 Penalty: 4288.908203
	Iteration 78Q: 3 clusters Score -712073.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -712078.687500 Penalty: 4288.908203
	Iteration 79Q: 3 clusters Score -712078.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -712083.750000 Penalty: 4288.908203
	Iteration 80F: 3 clusters Score -712083.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -712086.000000 Penalty: 4288.908203
	Iteration 81Q: 3 clusters Score -712086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -712095.312500 Penalty: 4288.908203
	Iteration 82Q: 3 clusters Score -712095.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -712100.500000 Penalty: 4288.908203
	Iteration 83Q: 3 clusters Score -712100.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -712105.687500 Penalty: 4288.908203
	Iteration 84Q: 3 clusters Score -712105.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -712110.312500 Penalty: 4288.908203
	Iteration 85Q: 3 clusters Score -712110.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -712112.187500 Penalty: 4288.908203
	Iteration 86Q: 3 clusters Score -712112.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -712117.625000 Penalty: 4288.908203
	Iteration 87Q: 3 clusters Score -712117.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -712119.312500 Penalty: 4288.908203
	Iteration 88Q: 3 clusters Score -712119.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -712126.250000 Penalty: 4288.908203
	Iteration 89Q: 3 clusters Score -712126.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -712132.750000 Penalty: 4288.908203
	Iteration 90Q: 3 clusters Score -712132.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -712135.687500 Penalty: 4288.908203
	Iteration 91Q: 3 clusters Score -712135.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -712140.500000 Penalty: 4288.908203
	Iteration 92Q: 3 clusters Score -712140.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -712149.250000 Penalty: 4288.908203
	Iteration 93Q: 3 clusters Score -712149.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -712154.125000 Penalty: 4288.908203
	Iteration 94Q: 3 clusters Score -712154.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -712158.750000 Penalty: 4288.908203
	Iteration 95Q: 3 clusters Score -712158.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -712164.312500 Penalty: 4288.908203
	Iteration 96Q: 3 clusters Score -712164.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -712172.875000 Penalty: 4288.908203
	Iteration 97Q: 3 clusters Score -712172.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -712181.250000 Penalty: 4288.908203
	Iteration 98Q: 3 clusters Score -712181.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -712192.062500 Penalty: 4288.908203
	Iteration 99Q: 3 clusters Score -712192.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -712200.562500 Penalty: 4288.908203
	Iteration 100F: 3 clusters Score -712200.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -712207.875000 Penalty: 4288.908203
	Iteration 101Q: 3 clusters Score -712207.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -712209.437500 Penalty: 4288.908203
	Iteration 102Q: 3 clusters Score -712209.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -712212.375000 Penalty: 4288.908203
	Iteration 103Q: 3 clusters Score -712212.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -712214.187500 Penalty: 4288.908203
	Iteration 104Q: 3 clusters Score -712214.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -712219.375000 Penalty: 4288.908203
	Iteration 105Q: 3 clusters Score -712219.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -712220.250000 Penalty: 4288.908203
	Iteration 106Q: 3 clusters Score -712220.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -712220.625000 Penalty: 4288.908203
	Iteration 107Q: 3 clusters Score -712220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -712221.812500 Penalty: 4288.908203
	Iteration 108Q: 3 clusters Score -712221.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -712223.500000 Penalty: 4288.908203
	Iteration 109Q: 3 clusters Score -712223.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -712225.937500 Penalty: 4288.908203
	Iteration 110Q: 3 clusters Score -712225.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -712226.687500 Penalty: 4288.908203
	Iteration 111Q: 3 clusters Score -712226.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -712229.062500 Penalty: 4288.908203
	Iteration 112Q: 3 clusters Score -712229.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -712229.187500 Penalty: 4288.908203
	Iteration 113Q: 3 clusters Score -712229.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -712231.875000 Penalty: 4288.908203
	Iteration 114Q: 3 clusters Score -712231.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -712236.500000 Penalty: 4288.908203
	Iteration 115Q: 3 clusters Score -712236.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -712240.937500 Penalty: 4288.908203
	Iteration 116Q: 3 clusters Score -712240.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -712242.500000 Penalty: 4288.908203
	Iteration 117Q: 3 clusters Score -712242.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -712247.875000 Penalty: 4288.908203
	Iteration 118Q: 3 clusters Score -712247.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -712251.250000 Penalty: 4288.908203
	Iteration 119Q: 3 clusters Score -712251.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -712254.375000 Penalty: 4288.908203
	Iteration 120F: 3 clusters Score -712254.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -712256.437500 Penalty: 4288.908203
	Iteration 121Q: 3 clusters Score -712256.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -712264.062500 Penalty: 4288.908203
	Iteration 122Q: 3 clusters Score -712264.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -712270.375000 Penalty: 4288.908203
	Iteration 123Q: 3 clusters Score -712270.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -712273.937500 Penalty: 4288.908203
	Iteration 124Q: 3 clusters Score -712273.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -712281.125000 Penalty: 4288.908203
	Iteration 125Q: 3 clusters Score -712281.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -712285.625000 Penalty: 4288.908203
	Iteration 126Q: 3 clusters Score -712285.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -712292.312500 Penalty: 4288.908203
	Iteration 127Q: 3 clusters Score -712292.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -712294.312500 Penalty: 4288.908203
	Iteration 128Q: 3 clusters Score -712294.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -712298.750000 Penalty: 4288.908203
	Iteration 129Q: 3 clusters Score -712298.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -712301.437500 Penalty: 4288.908203
	Iteration 130Q: 3 clusters Score -712301.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -712303.500000 Penalty: 4288.908203
	Iteration 131Q: 3 clusters Score -712303.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -712309.250000 Penalty: 4288.908203
	Iteration 132Q: 3 clusters Score -712309.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -712312.312500 Penalty: 4288.908203
	Iteration 133Q: 3 clusters Score -712312.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -712316.000000 Penalty: 4288.908203
	Iteration 134Q: 3 clusters Score -712316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -712317.687500 Penalty: 4288.908203
	Iteration 135Q: 3 clusters Score -712317.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -712321.437500 Penalty: 4288.908203
	Iteration 136Q: 3 clusters Score -712321.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -712325.437500 Penalty: 4288.908203
	Iteration 137Q: 3 clusters Score -712325.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -712329.125000 Penalty: 4288.908203
	Iteration 138Q: 3 clusters Score -712329.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -712330.812500 Penalty: 4288.908203
	Iteration 139Q: 3 clusters Score -712330.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -712335.687500 Penalty: 4288.908203
	Iteration 140F: 3 clusters Score -712335.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -712338.625000 Penalty: 4288.908203
	Iteration 141Q: 3 clusters Score -712338.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -712339.562500 Penalty: 4288.908203
	Iteration 142Q: 3 clusters Score -712339.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -712340.187500 Penalty: 4288.908203
	Iteration 143Q: 3 clusters Score -712340.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -712340.187500 Penalty: 4288.908203
	Iteration 144F: 3 clusters Score -712340.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Entering Unmasked Estep 
Score: -1618737.500000 Penalty: 2341.519287
	Iteration 0F: 2 clusters Score -1618738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1609438.500000 Penalty: 4683.038574
	Iteration 0F: 3 clusters Score -1609438 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1612364.750000 Penalty: 4683.038574
	Iteration 1F: 3 clusters Score -1612365 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1612707.625000 Penalty: 4683.038574
	Iteration 2F: 3 clusters Score -1612708 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1612938.250000 Penalty: 4683.038574
	Iteration 3Q: 3 clusters Score -1612938 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1613112.875000 Penalty: 4683.038574
	Iteration 4Q: 3 clusters Score -1613113 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1613287.750000 Penalty: 4683.038574
	Iteration 5Q: 3 clusters Score -1613288 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1613428.250000 Penalty: 4683.038574
	Iteration 6Q: 3 clusters Score -1613428 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1613567.375000 Penalty: 4683.038574
	Iteration 7Q: 3 clusters Score -1613567 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1613700.875000 Penalty: 4683.038574
	Iteration 8Q: 3 clusters Score -1613701 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1613855.250000 Penalty: 4683.038574
	Iteration 9Q: 3 clusters Score -1613855 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1614002.250000 Penalty: 4683.038574
	Iteration 10Q: 3 clusters Score -1614002 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1614146.250000 Penalty: 4683.038574
	Iteration 11Q: 3 clusters Score -1614146 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1614315.500000 Penalty: 4683.038574
	Iteration 12Q: 3 clusters Score -1614316 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1614533.375000 Penalty: 4683.038574
	Iteration 13Q: 3 clusters Score -1614533 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1614757.000000 Penalty: 4683.038574
	Iteration 14Q: 3 clusters Score -1614757 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1614980.875000 Penalty: 4683.038574
	Iteration 15Q: 3 clusters Score -1614981 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1615160.625000 Penalty: 4683.038574
	Iteration 16Q: 3 clusters Score -1615161 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1615321.125000 Penalty: 4683.038574
	Iteration 17Q: 3 clusters Score -1615321 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1615474.875000 Penalty: 4683.038574
	Iteration 18Q: 3 clusters Score -1615475 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1615618.250000 Penalty: 4683.038574
	Iteration 19Q: 3 clusters Score -1615618 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1615752.750000 Penalty: 4683.038574
	Iteration 20F: 3 clusters Score -1615753 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1615865.875000 Penalty: 4683.038574
	Iteration 21Q: 3 clusters Score -1615866 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1615972.250000 Penalty: 4683.038574
	Iteration 22Q: 3 clusters Score -1615972 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1616054.750000 Penalty: 4683.038574
	Iteration 23Q: 3 clusters Score -1616055 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1616128.750000 Penalty: 4683.038574
	Iteration 24Q: 3 clusters Score -1616129 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1616199.625000 Penalty: 4683.038574
	Iteration 25Q: 3 clusters Score -1616200 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1616263.375000 Penalty: 4683.038574
	Iteration 26Q: 3 clusters Score -1616263 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1616310.250000 Penalty: 4683.038574
	Iteration 27Q: 3 clusters Score -1616310 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1616345.000000 Penalty: 4683.038574
	Iteration 28Q: 3 clusters Score -1616345 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1616382.000000 Penalty: 4683.038574
	Iteration 29Q: 3 clusters Score -1616382 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1616418.125000 Penalty: 4683.038574
	Iteration 30Q: 3 clusters Score -1616418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1616447.000000 Penalty: 4683.038574
	Iteration 31Q: 3 clusters Score -1616447 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1616481.250000 Penalty: 4683.038574
	Iteration 32Q: 3 clusters Score -1616481 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1616508.375000 Penalty: 4683.038574
	Iteration 33Q: 3 clusters Score -1616508 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1616530.875000 Penalty: 4683.038574
	Iteration 34Q: 3 clusters Score -1616531 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1616545.500000 Penalty: 4683.038574
	Iteration 35Q: 3 clusters Score -1616546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1616553.250000 Penalty: 4683.038574
	Iteration 36Q: 3 clusters Score -1616553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1616563.000000 Penalty: 4683.038574
	Iteration 37Q: 3 clusters Score -1616563 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1616580.875000 Penalty: 4683.038574
	Iteration 38Q: 3 clusters Score -1616581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1616590.875000 Penalty: 4683.038574
	Iteration 39Q: 3 clusters Score -1616591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1616607.000000 Penalty: 4683.038574
	Iteration 40F: 3 clusters Score -1616607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1616617.750000 Penalty: 4683.038574
	Iteration 41Q: 3 clusters Score -1616618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1616641.625000 Penalty: 4683.038574
	Iteration 42Q: 3 clusters Score -1616642 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1616658.250000 Penalty: 4683.038574
	Iteration 43Q: 3 clusters Score -1616658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1616670.125000 Penalty: 4683.038574
	Iteration 44Q: 3 clusters Score -1616670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1616685.250000 Penalty: 4683.038574
	Iteration 45Q: 3 clusters Score -1616685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1616687.500000 Penalty: 4683.038574
	Iteration 46Q: 3 clusters Score -1616688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1616695.125000 Penalty: 4683.038574
	Iteration 47Q: 3 clusters Score -1616695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1616705.000000 Penalty: 4683.038574
	Iteration 48Q: 3 clusters Score -1616705 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1616719.000000 Penalty: 4683.038574
	Iteration 49Q: 3 clusters Score -1616719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1616721.250000 Penalty: 4683.038574
	Iteration 50Q: 3 clusters Score -1616721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1616727.750000 Penalty: 4683.038574
	Iteration 51Q: 3 clusters Score -1616728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1616733.250000 Penalty: 4683.038574
	Iteration 52Q: 3 clusters Score -1616733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1616737.500000 Penalty: 4683.038574
	Iteration 53Q: 3 clusters Score -1616738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1616742.000000 Penalty: 4683.038574
	Iteration 54Q: 3 clusters Score -1616742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1616745.125000 Penalty: 4683.038574
	Iteration 55Q: 3 clusters Score -1616745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1616750.125000 Penalty: 4683.038574
	Iteration 56Q: 3 clusters Score -1616750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1616752.750000 Penalty: 4683.038574
	Iteration 57Q: 3 clusters Score -1616753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1616760.375000 Penalty: 4683.038574
	Iteration 58Q: 3 clusters Score -1616760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1616766.125000 Penalty: 4683.038574
	Iteration 59Q: 3 clusters Score -1616766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1616773.125000 Penalty: 4683.038574
	Iteration 60F: 3 clusters Score -1616773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1616778.750000 Penalty: 4683.038574
	Iteration 61Q: 3 clusters Score -1616779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1616782.875000 Penalty: 4683.038574
	Iteration 62Q: 3 clusters Score -1616783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1616784.000000 Penalty: 4683.038574
	Iteration 63Q: 3 clusters Score -1616784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1616786.250000 Penalty: 4683.038574
	Iteration 64Q: 3 clusters Score -1616786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1616789.250000 Penalty: 4683.038574
	Iteration 65Q: 3 clusters Score -1616789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1616787.375000 Penalty: 4683.038574
	Iteration 66Q: 3 clusters Score -1616787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1616790.750000 Penalty: 4683.038574
	Iteration 67Q: 3 clusters Score -1616791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1616792.500000 Penalty: 4683.038574
	Iteration 68Q: 3 clusters Score -1616792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1616794.250000 Penalty: 4683.038574
	Iteration 69Q: 3 clusters Score -1616794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1616793.375000 Penalty: 4683.038574
	Iteration 70Q: 3 clusters Score -1616793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1616793.375000 Penalty: 4683.038574
	Iteration 71F: 3 clusters Score -1616793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -47200.082031 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -47200.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45787.398438 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -45787.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46139.257812 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -46139.26 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46454.988281 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -46454.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46615.410156 Penalty: 3040.009033
	Iteration 3F: 3 clusters Score -46615.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46760.652344 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -46760.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46934.730469 Penalty: 3040.009033
	Iteration 5F: 3 clusters Score -46934.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47123.597656 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -47123.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47328.128906 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -47328.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47584.609375 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -47584.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47661.230469 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -47661.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -47673.816406 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -47673.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -47673.816406 Penalty: 3040.009033
	Iteration 11F: 3 clusters Score -47673.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 14352 members 
Mstep: Class 3 contains 6378 members 
Mstep: Class 4 contains 161843 members 
Mstep: Class 5 contains 274101 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54595 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 10996 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36484 members 
Mstep: Class 15 contains 12820 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45334 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13185 members 
Mstep: Class 20 contains 12362 members 
Mstep: Class 21 contains 14224 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5693 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 309 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 150 members 
Entering Unmasked Estep 
Score: -90826880.000000 Penalty: 90278.039062
Splitting cluster 25 changes total score from -90828240.000000 to -90826880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -79628.718750 Penalty: 1657.473511
	Iteration 0F: 2 clusters Score -79628.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77891.750000 Penalty: 3314.947021
	Iteration 0F: 3 clusters Score -77891.75 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -78187.171875 Penalty: 3314.947021
	Iteration 1F: 3 clusters Score -78187.17 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -78307.093750 Penalty: 3314.947021
	Iteration 2F: 3 clusters Score -78307.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -78383.593750 Penalty: 3314.947021
	Iteration 3Q: 3 clusters Score -78383.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -78470.593750 Penalty: 3314.947021
	Iteration 4Q: 3 clusters Score -78470.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -78536.593750 Penalty: 3314.947021
	Iteration 5Q: 3 clusters Score -78536.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78607.835938 Penalty: 3314.947021
	Iteration 6Q: 3 clusters Score -78607.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78657.257812 Penalty: 3314.947021
	Iteration 7Q: 3 clusters Score -78657.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -78711.835938 Penalty: 3314.947021
	Iteration 8Q: 3 clusters Score -78711.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78745.984375 Penalty: 3314.947021
	Iteration 9Q: 3 clusters Score -78745.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78778.593750 Penalty: 3314.947021
	Iteration 10Q: 3 clusters Score -78778.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -78801.578125 Penalty: 3314.947021
	Iteration 11Q: 3 clusters Score -78801.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78810.460938 Penalty: 3314.947021
	Iteration 12Q: 3 clusters Score -78810.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78817.960938 Penalty: 3314.947021
	Iteration 13Q: 3 clusters Score -78817.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78826.859375 Penalty: 3314.947021
	Iteration 14Q: 3 clusters Score -78826.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78834.851562 Penalty: 3314.947021
	Iteration 15Q: 3 clusters Score -78834.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78841.484375 Penalty: 3314.947021
	Iteration 16Q: 3 clusters Score -78841.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -78843.710938 Penalty: 3314.947021
	Iteration 17Q: 3 clusters Score -78843.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -78844.812500 Penalty: 3314.947021
	Iteration 18Q: 3 clusters Score -78844.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -78847.210938 Penalty: 3314.947021
	Iteration 19Q: 3 clusters Score -78847.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -78850.570312 Penalty: 3314.947021
	Iteration 20F: 3 clusters Score -78850.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 14352 members 
Mstep: Class 3 contains 6378 members 
Mstep: Class 4 contains 161843 members 
Mstep: Class 5 contains 274101 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54595 members 
Mstep: Class 11 contains 5610 members 
Mstep: Class 12 contains 10996 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36484 members 
Mstep: Class 15 contains 12820 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45334 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13185 members 
Mstep: Class 20 contains 12362 members 
Mstep: Class 21 contains 14224 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5693 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828280.000000 Penalty: 86934.414062
Iteration 279Q: 27 clusters Score -9.082828e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 14354 members 
Mstep: Class 3 contains 6375 members 
Mstep: Class 4 contains 161832 members 
Mstep: Class 5 contains 274115 members 
Mstep: Class 6 contains 13374 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2306 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54592 members 
Mstep: Class 11 contains 5606 members 
Mstep: Class 12 contains 10998 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36486 members 
Mstep: Class 15 contains 12824 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45327 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13185 members 
Mstep: Class 20 contains 12359 members 
Mstep: Class 21 contains 14215 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5693 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828232.000000 Penalty: 86934.414062
Iteration 280F: 27 clusters Score -9.082823e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 14356 members 
Mstep: Class 3 contains 6369 members 
Mstep: Class 4 contains 161822 members 
Mstep: Class 5 contains 274131 members 
Mstep: Class 6 contains 13373 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2307 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54589 members 
Mstep: Class 11 contains 5597 members 
Mstep: Class 12 contains 10998 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36487 members 
Mstep: Class 15 contains 12829 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45326 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13186 members 
Mstep: Class 20 contains 12360 members 
Mstep: Class 21 contains 14204 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5693 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828240.000000 Penalty: 86934.414062
Iteration 281Q: 27 clusters Score -9.082824e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 14357 members 
Mstep: Class 3 contains 6360 members 
Mstep: Class 4 contains 161812 members 
Mstep: Class 5 contains 274155 members 
Mstep: Class 6 contains 13372 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2308 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54587 members 
Mstep: Class 11 contains 5585 members 
Mstep: Class 12 contains 11000 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36491 members 
Mstep: Class 15 contains 12829 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45316 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13186 members 
Mstep: Class 20 contains 12362 members 
Mstep: Class 21 contains 14195 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5693 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828240.000000 Penalty: 86934.414062
Iteration 282Q: 27 clusters Score -9.082824e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 14358 members 
Mstep: Class 3 contains 6350 members 
Mstep: Class 4 contains 161814 members 
Mstep: Class 5 contains 274165 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2308 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54586 members 
Mstep: Class 11 contains 5567 members 
Mstep: Class 12 contains 11001 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 36493 members 
Mstep: Class 15 contains 12833 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45311 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13186 members 
Mstep: Class 20 contains 12366 members 
Mstep: Class 21 contains 14183 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5693 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828320.000000 Penalty: 86934.414062
Iteration 283Q: 27 clusters Score -9.082832e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 14359 members 
Mstep: Class 3 contains 6334 members 
Mstep: Class 4 contains 161814 members 
Mstep: Class 5 contains 274182 members 
Mstep: Class 6 contains 13373 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2308 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54581 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 11002 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 36494 members 
Mstep: Class 15 contains 12837 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45302 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13187 members 
Mstep: Class 20 contains 12371 members 
Mstep: Class 21 contains 14174 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5693 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828224.000000 Penalty: 86934.414062
Iteration 284Q: 27 clusters Score -9.082822e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 14362 members 
Mstep: Class 3 contains 6323 members 
Mstep: Class 4 contains 161816 members 
Mstep: Class 5 contains 274189 members 
Mstep: Class 6 contains 13372 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2308 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54583 members 
Mstep: Class 11 contains 5534 members 
Mstep: Class 12 contains 10999 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 36493 members 
Mstep: Class 15 contains 12839 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45299 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13187 members 
Mstep: Class 20 contains 12375 members 
Mstep: Class 21 contains 14165 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5693 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828208.000000 Penalty: 86934.414062
Iteration 285Q: 27 clusters Score -9.082821e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 14362 members 
Mstep: Class 3 contains 6318 members 
Mstep: Class 4 contains 161812 members 
Mstep: Class 5 contains 274196 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2308 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54589 members 
Mstep: Class 11 contains 5517 members 
Mstep: Class 12 contains 10999 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 36493 members 
Mstep: Class 15 contains 12844 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45282 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13189 members 
Mstep: Class 20 contains 12373 members 
Mstep: Class 21 contains 14156 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5693 members 
Mstep: Class 24 contains 12602 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828128.000000 Penalty: 86934.414062
Iteration 286Q: 27 clusters Score -9.082813e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 14365 members 
Mstep: Class 3 contains 6311 members 
Mstep: Class 4 contains 161805 members 
Mstep: Class 5 contains 274214 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2308 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54590 members 
Mstep: Class 11 contains 5504 members 
Mstep: Class 12 contains 10999 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 36497 members 
Mstep: Class 15 contains 12846 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45255 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13190 members 
Mstep: Class 20 contains 12371 members 
Mstep: Class 21 contains 14144 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5693 members 
Mstep: Class 24 contains 12600 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828040.000000 Penalty: 86934.414062
Iteration 287Q: 27 clusters Score -9.082804e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 14366 members 
Mstep: Class 3 contains 6307 members 
Mstep: Class 4 contains 161787 members 
Mstep: Class 5 contains 274226 members 
Mstep: Class 6 contains 13380 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2308 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54590 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 12 contains 10999 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 36497 members 
Mstep: Class 15 contains 12845 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45243 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13195 members 
Mstep: Class 20 contains 12374 members 
Mstep: Class 21 contains 14132 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5693 members 
Mstep: Class 24 contains 12600 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828072.000000 Penalty: 86934.414062
Iteration 288Q: 27 clusters Score -9.082807e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 14368 members 
Mstep: Class 3 contains 6295 members 
Mstep: Class 4 contains 161770 members 
Mstep: Class 5 contains 274242 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2307 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54584 members 
Mstep: Class 11 contains 5492 members 
Mstep: Class 12 contains 10998 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36501 members 
Mstep: Class 15 contains 12848 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45234 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13195 members 
Mstep: Class 20 contains 12378 members 
Mstep: Class 21 contains 14120 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5693 members 
Mstep: Class 24 contains 12600 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828152.000000 Penalty: 86934.414062
Iteration 289Q: 27 clusters Score -9.082815e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 14372 members 
Mstep: Class 3 contains 6287 members 
Mstep: Class 4 contains 161767 members 
Mstep: Class 5 contains 274244 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2307 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54577 members 
Mstep: Class 11 contains 5484 members 
Mstep: Class 12 contains 10998 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36507 members 
Mstep: Class 15 contains 12852 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45222 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13195 members 
Mstep: Class 20 contains 12379 members 
Mstep: Class 21 contains 14108 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5693 members 
Mstep: Class 24 contains 12599 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828168.000000 Penalty: 86934.414062
Iteration 290Q: 27 clusters Score -9.082817e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 6280 members 
Mstep: Class 4 contains 161752 members 
Mstep: Class 5 contains 274252 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2307 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54579 members 
Mstep: Class 11 contains 5475 members 
Mstep: Class 12 contains 10999 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36515 members 
Mstep: Class 15 contains 12855 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45199 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13196 members 
Mstep: Class 20 contains 12380 members 
Mstep: Class 21 contains 14104 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5695 members 
Mstep: Class 24 contains 12599 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828168.000000 Penalty: 86934.414062
Iteration 291Q: 27 clusters Score -9.082817e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 14378 members 
Mstep: Class 3 contains 6273 members 
Mstep: Class 4 contains 161743 members 
Mstep: Class 5 contains 274253 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2307 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54581 members 
Mstep: Class 11 contains 5469 members 
Mstep: Class 12 contains 11000 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36519 members 
Mstep: Class 15 contains 12858 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45180 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13196 members 
Mstep: Class 20 contains 12376 members 
Mstep: Class 21 contains 14098 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5696 members 
Mstep: Class 24 contains 12599 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828232.000000 Penalty: 86934.414062
Iteration 292Q: 27 clusters Score -9.082823e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 14379 members 
Mstep: Class 3 contains 6267 members 
Mstep: Class 4 contains 161734 members 
Mstep: Class 5 contains 274269 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2307 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54583 members 
Mstep: Class 11 contains 5460 members 
Mstep: Class 12 contains 11001 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36522 members 
Mstep: Class 15 contains 12862 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45147 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13196 members 
Mstep: Class 20 contains 12373 members 
Mstep: Class 21 contains 14090 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5696 members 
Mstep: Class 24 contains 12598 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828256.000000 Penalty: 86934.414062
Iteration 293Q: 27 clusters Score -9.082826e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 14382 members 
Mstep: Class 3 contains 6260 members 
Mstep: Class 4 contains 161720 members 
Mstep: Class 5 contains 274279 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2307 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54583 members 
Mstep: Class 11 contains 5453 members 
Mstep: Class 12 contains 11000 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 36531 members 
Mstep: Class 15 contains 12868 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45132 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13197 members 
Mstep: Class 20 contains 12371 members 
Mstep: Class 21 contains 14080 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5696 members 
Mstep: Class 24 contains 12598 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828248.000000 Penalty: 86934.414062
Iteration 294Q: 27 clusters Score -9.082825e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 14381 members 
Mstep: Class 3 contains 6256 members 
Mstep: Class 4 contains 161707 members 
Mstep: Class 5 contains 274292 members 
Mstep: Class 6 contains 13381 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2308 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54583 members 
Mstep: Class 11 contains 5447 members 
Mstep: Class 12 contains 10999 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 36535 members 
Mstep: Class 15 contains 12873 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45119 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13198 members 
Mstep: Class 20 contains 12368 members 
Mstep: Class 21 contains 14074 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5696 members 
Mstep: Class 24 contains 12598 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828280.000000 Penalty: 86934.414062
Iteration 295Q: 27 clusters Score -9.082828e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 14381 members 
Mstep: Class 3 contains 6251 members 
Mstep: Class 4 contains 161699 members 
Mstep: Class 5 contains 274293 members 
Mstep: Class 6 contains 13386 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2308 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54584 members 
Mstep: Class 11 contains 5443 members 
Mstep: Class 12 contains 11000 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 36539 members 
Mstep: Class 15 contains 12879 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 45093 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13199 members 
Mstep: Class 20 contains 12369 members 
Mstep: Class 21 contains 14067 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5696 members 
Mstep: Class 24 contains 12598 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828344.000000 Penalty: 86934.414062
Iteration 296Q: 27 clusters Score -9.082834e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 14384 members 
Mstep: Class 3 contains 6247 members 
Mstep: Class 4 contains 161688 members 
Mstep: Class 5 contains 274296 members 
Mstep: Class 6 contains 13390 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2308 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54584 members 
Mstep: Class 11 contains 5443 members 
Mstep: Class 12 contains 11000 members 
Mstep: Class 13 contains 5614 members 
Mstep: Class 14 contains 36543 members 
Mstep: Class 15 contains 12882 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 45081 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13199 members 
Mstep: Class 20 contains 12365 members 
Mstep: Class 21 contains 14059 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5696 members 
Mstep: Class 24 contains 12598 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828296.000000 Penalty: 86934.414062
Iteration 297Q: 27 clusters Score -9.08283e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 14385 members 
Mstep: Class 3 contains 6246 members 
Mstep: Class 4 contains 161670 members 
Mstep: Class 5 contains 274300 members 
Mstep: Class 6 contains 13392 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2308 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54583 members 
Mstep: Class 11 contains 5443 members 
Mstep: Class 12 contains 11000 members 
Mstep: Class 13 contains 5611 members 
Mstep: Class 14 contains 36549 members 
Mstep: Class 15 contains 12884 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 45075 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13198 members 
Mstep: Class 20 contains 12366 members 
Mstep: Class 21 contains 14052 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5696 members 
Mstep: Class 24 contains 12596 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828376.000000 Penalty: 86934.414062
Iteration 298Q: 27 clusters Score -9.082838e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 6241 members 
Mstep: Class 4 contains 161648 members 
Mstep: Class 5 contains 274316 members 
Mstep: Class 6 contains 13391 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2308 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54579 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 10999 members 
Mstep: Class 13 contains 5609 members 
Mstep: Class 14 contains 36555 members 
Mstep: Class 15 contains 12888 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 45062 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13198 members 
Mstep: Class 20 contains 12368 members 
Mstep: Class 21 contains 14038 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5696 members 
Mstep: Class 24 contains 12596 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828424.000000 Penalty: 86934.414062
Iteration 299Q: 27 clusters Score -9.082842e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 14391 members 
Mstep: Class 3 contains 6235 members 
Mstep: Class 4 contains 161627 members 
Mstep: Class 5 contains 274327 members 
Mstep: Class 6 contains 13390 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2308 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54574 members 
Mstep: Class 11 contains 5445 members 
Mstep: Class 12 contains 10999 members 
Mstep: Class 13 contains 5609 members 
Mstep: Class 14 contains 36557 members 
Mstep: Class 15 contains 12890 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 45055 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13199 members 
Mstep: Class 20 contains 12370 members 
Mstep: Class 21 contains 14028 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5696 members 
Mstep: Class 24 contains 12596 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828312.000000 Penalty: 86934.414062
Iteration 300F: 27 clusters Score -9.082831e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 14391 members 
Mstep: Class 3 contains 6228 members 
Mstep: Class 4 contains 161608 members 
Mstep: Class 5 contains 274337 members 
Mstep: Class 6 contains 13392 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2308 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54570 members 
Mstep: Class 11 contains 5444 members 
Mstep: Class 12 contains 10998 members 
Mstep: Class 13 contains 5608 members 
Mstep: Class 14 contains 36561 members 
Mstep: Class 15 contains 12892 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 45049 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13200 members 
Mstep: Class 20 contains 12370 members 
Mstep: Class 21 contains 14019 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5697 members 
Mstep: Class 24 contains 12595 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828328.000000 Penalty: 86934.414062
Iteration 301Q: 27 clusters Score -9.082833e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 14392 members 
Mstep: Class 3 contains 6223 members 
Mstep: Class 4 contains 161603 members 
Mstep: Class 5 contains 274340 members 
Mstep: Class 6 contains 13389 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2309 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54570 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 10998 members 
Mstep: Class 13 contains 5607 members 
Mstep: Class 14 contains 36559 members 
Mstep: Class 15 contains 12891 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 45044 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13200 members 
Mstep: Class 20 contains 12369 members 
Mstep: Class 21 contains 14009 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12594 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828376.000000 Penalty: 86934.414062
Iteration 302Q: 27 clusters Score -9.082838e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 14391 members 
Mstep: Class 3 contains 6216 members 
Mstep: Class 4 contains 161589 members 
Mstep: Class 5 contains 274340 members 
Mstep: Class 6 contains 13392 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54574 members 
Mstep: Class 11 contains 5436 members 
Mstep: Class 12 contains 10997 members 
Mstep: Class 13 contains 5606 members 
Mstep: Class 14 contains 36558 members 
Mstep: Class 15 contains 12895 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 45040 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13200 members 
Mstep: Class 20 contains 12369 members 
Mstep: Class 21 contains 13999 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828200.000000 Penalty: 86934.414062
Iteration 303Q: 27 clusters Score -9.08282e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 14391 members 
Mstep: Class 3 contains 6208 members 
Mstep: Class 4 contains 161582 members 
Mstep: Class 5 contains 274348 members 
Mstep: Class 6 contains 13394 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54578 members 
Mstep: Class 11 contains 5427 members 
Mstep: Class 12 contains 10996 members 
Mstep: Class 13 contains 5606 members 
Mstep: Class 14 contains 36559 members 
Mstep: Class 15 contains 12897 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 45031 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13199 members 
Mstep: Class 20 contains 12369 members 
Mstep: Class 21 contains 13989 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12590 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828168.000000 Penalty: 86934.414062
Iteration 304Q: 27 clusters Score -9.082817e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 14391 members 
Mstep: Class 3 contains 6201 members 
Mstep: Class 4 contains 161579 members 
Mstep: Class 5 contains 274362 members 
Mstep: Class 6 contains 13393 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54585 members 
Mstep: Class 11 contains 5405 members 
Mstep: Class 12 contains 10996 members 
Mstep: Class 13 contains 5606 members 
Mstep: Class 14 contains 36561 members 
Mstep: Class 15 contains 12903 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 45017 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13201 members 
Mstep: Class 20 contains 12372 members 
Mstep: Class 21 contains 13982 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12591 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828216.000000 Penalty: 86934.414062
Iteration 305Q: 27 clusters Score -9.082822e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 14392 members 
Mstep: Class 3 contains 6194 members 
Mstep: Class 4 contains 161580 members 
Mstep: Class 5 contains 274373 members 
Mstep: Class 6 contains 13394 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54594 members 
Mstep: Class 11 contains 5387 members 
Mstep: Class 12 contains 10995 members 
Mstep: Class 13 contains 5606 members 
Mstep: Class 14 contains 36558 members 
Mstep: Class 15 contains 12903 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 45011 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13203 members 
Mstep: Class 20 contains 12367 members 
Mstep: Class 21 contains 13974 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12592 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828328.000000 Penalty: 86934.414062
Iteration 306Q: 27 clusters Score -9.082833e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 14392 members 
Mstep: Class 3 contains 6192 members 
Mstep: Class 4 contains 161569 members 
Mstep: Class 5 contains 274381 members 
Mstep: Class 6 contains 13393 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54600 members 
Mstep: Class 11 contains 5376 members 
Mstep: Class 12 contains 10995 members 
Mstep: Class 13 contains 5606 members 
Mstep: Class 14 contains 36560 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 45008 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13204 members 
Mstep: Class 20 contains 12370 members 
Mstep: Class 21 contains 13960 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12590 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828272.000000 Penalty: 86934.414062
Iteration 307Q: 27 clusters Score -9.082827e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 14394 members 
Mstep: Class 3 contains 6187 members 
Mstep: Class 4 contains 161566 members 
Mstep: Class 5 contains 274382 members 
Mstep: Class 6 contains 13392 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54603 members 
Mstep: Class 11 contains 5366 members 
Mstep: Class 12 contains 10996 members 
Mstep: Class 13 contains 5605 members 
Mstep: Class 14 contains 36564 members 
Mstep: Class 15 contains 12911 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44997 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13210 members 
Mstep: Class 20 contains 12371 members 
Mstep: Class 21 contains 13948 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12590 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828248.000000 Penalty: 86934.414062
Iteration 308Q: 27 clusters Score -9.082825e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 14394 members 
Mstep: Class 3 contains 6186 members 
Mstep: Class 4 contains 161557 members 
Mstep: Class 5 contains 274387 members 
Mstep: Class 6 contains 13391 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54605 members 
Mstep: Class 11 contains 5359 members 
Mstep: Class 12 contains 10996 members 
Mstep: Class 13 contains 5604 members 
Mstep: Class 14 contains 36567 members 
Mstep: Class 15 contains 12913 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44995 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13213 members 
Mstep: Class 20 contains 12370 members 
Mstep: Class 21 contains 13941 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12590 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828232.000000 Penalty: 86934.414062
Iteration 309Q: 27 clusters Score -9.082823e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 14393 members 
Mstep: Class 3 contains 6186 members 
Mstep: Class 4 contains 161541 members 
Mstep: Class 5 contains 274400 members 
Mstep: Class 6 contains 13390 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54607 members 
Mstep: Class 11 contains 5352 members 
Mstep: Class 12 contains 10996 members 
Mstep: Class 13 contains 5604 members 
Mstep: Class 14 contains 36567 members 
Mstep: Class 15 contains 12915 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44992 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13216 members 
Mstep: Class 20 contains 12370 members 
Mstep: Class 21 contains 13938 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12591 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828248.000000 Penalty: 86934.414062
Iteration 310Q: 27 clusters Score -9.082825e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 14394 members 
Mstep: Class 3 contains 6186 members 
Mstep: Class 4 contains 161544 members 
Mstep: Class 5 contains 274389 members 
Mstep: Class 6 contains 13390 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54609 members 
Mstep: Class 11 contains 5346 members 
Mstep: Class 12 contains 10998 members 
Mstep: Class 13 contains 5604 members 
Mstep: Class 14 contains 36570 members 
Mstep: Class 15 contains 12914 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44985 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13220 members 
Mstep: Class 20 contains 12372 members 
Mstep: Class 21 contains 13938 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12591 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828240.000000 Penalty: 86934.414062
Iteration 311Q: 27 clusters Score -9.082824e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 14395 members 
Mstep: Class 3 contains 6185 members 
Mstep: Class 4 contains 161537 members 
Mstep: Class 5 contains 274386 members 
Mstep: Class 6 contains 13394 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54611 members 
Mstep: Class 11 contains 5340 members 
Mstep: Class 12 contains 10998 members 
Mstep: Class 13 contains 5603 members 
Mstep: Class 14 contains 36567 members 
Mstep: Class 15 contains 12914 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44985 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13225 members 
Mstep: Class 20 contains 12377 members 
Mstep: Class 21 contains 13934 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12590 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828088.000000 Penalty: 86934.414062
Iteration 312Q: 27 clusters Score -9.082809e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 14396 members 
Mstep: Class 3 contains 6183 members 
Mstep: Class 4 contains 161533 members 
Mstep: Class 5 contains 274388 members 
Mstep: Class 6 contains 13397 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54613 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 12 contains 10999 members 
Mstep: Class 13 contains 5601 members 
Mstep: Class 14 contains 36566 members 
Mstep: Class 15 contains 12916 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44983 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13229 members 
Mstep: Class 20 contains 12380 members 
Mstep: Class 21 contains 13928 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12586 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828152.000000 Penalty: 86934.414062
Iteration 313Q: 27 clusters Score -9.082815e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 14399 members 
Mstep: Class 3 contains 6184 members 
Mstep: Class 4 contains 161526 members 
Mstep: Class 5 contains 274390 members 
Mstep: Class 6 contains 13399 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54616 members 
Mstep: Class 11 contains 5332 members 
Mstep: Class 12 contains 11001 members 
Mstep: Class 13 contains 5596 members 
Mstep: Class 14 contains 36562 members 
Mstep: Class 15 contains 12921 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44968 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13232 members 
Mstep: Class 20 contains 12386 members 
Mstep: Class 21 contains 13926 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12582 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828184.000000 Penalty: 86934.414062
Iteration 314Q: 27 clusters Score -9.082818e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 14402 members 
Mstep: Class 3 contains 6184 members 
Mstep: Class 4 contains 161514 members 
Mstep: Class 5 contains 274395 members 
Mstep: Class 6 contains 13400 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54619 members 
Mstep: Class 11 contains 5331 members 
Mstep: Class 12 contains 11003 members 
Mstep: Class 13 contains 5590 members 
Mstep: Class 14 contains 36562 members 
Mstep: Class 15 contains 12925 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44947 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13236 members 
Mstep: Class 20 contains 12395 members 
Mstep: Class 21 contains 13922 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12580 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828136.000000 Penalty: 86934.414062
Iteration 315Q: 27 clusters Score -9.082814e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 14403 members 
Mstep: Class 3 contains 6181 members 
Mstep: Class 4 contains 161509 members 
Mstep: Class 5 contains 274399 members 
Mstep: Class 6 contains 13401 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54618 members 
Mstep: Class 11 contains 5328 members 
Mstep: Class 12 contains 11005 members 
Mstep: Class 13 contains 5582 members 
Mstep: Class 14 contains 36563 members 
Mstep: Class 15 contains 12927 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44942 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13241 members 
Mstep: Class 20 contains 12397 members 
Mstep: Class 21 contains 13915 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12578 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828136.000000 Penalty: 86934.414062
Iteration 316Q: 27 clusters Score -9.082814e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 14402 members 
Mstep: Class 3 contains 6180 members 
Mstep: Class 4 contains 161503 members 
Mstep: Class 5 contains 274405 members 
Mstep: Class 6 contains 13402 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54619 members 
Mstep: Class 11 contains 5325 members 
Mstep: Class 12 contains 11006 members 
Mstep: Class 13 contains 5579 members 
Mstep: Class 14 contains 36565 members 
Mstep: Class 15 contains 12927 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44928 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13243 members 
Mstep: Class 20 contains 12397 members 
Mstep: Class 21 contains 13909 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12576 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828208.000000 Penalty: 86934.414062
Iteration 317Q: 27 clusters Score -9.082821e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 14404 members 
Mstep: Class 3 contains 6172 members 
Mstep: Class 4 contains 161494 members 
Mstep: Class 5 contains 274421 members 
Mstep: Class 6 contains 13404 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54617 members 
Mstep: Class 11 contains 5323 members 
Mstep: Class 12 contains 11007 members 
Mstep: Class 13 contains 5576 members 
Mstep: Class 14 contains 36564 members 
Mstep: Class 15 contains 12929 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44912 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13242 members 
Mstep: Class 20 contains 12397 members 
Mstep: Class 21 contains 13900 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12574 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828176.000000 Penalty: 86934.414062
Iteration 318Q: 27 clusters Score -9.082818e+07 nChanged 84
Entering ConstructFrom: 
Score: -90828176.000000 Penalty: 86934.414062
Entering ConstructFrom: 
Trying to split cluster 1 (9363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Entering Unmasked Estep 
Score: -1101213.625000 Penalty: 2267.841064
	Iteration 0F: 2 clusters Score -1101214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1094038.500000 Penalty: 4535.682129
	Iteration 0F: 3 clusters Score -1094038 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1096389.375000 Penalty: 4535.682129
	Iteration 1F: 3 clusters Score -1096389 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1096990.125000 Penalty: 4535.682129
	Iteration 2F: 3 clusters Score -1096990 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1097497.625000 Penalty: 4535.682129
	Iteration 3F: 3 clusters Score -1097498 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1097878.250000 Penalty: 4535.682129
	Iteration 4F: 3 clusters Score -1097878 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1098161.125000 Penalty: 4535.682129
	Iteration 5F: 3 clusters Score -1098161 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1098361.500000 Penalty: 4535.682129
	Iteration 6Q: 3 clusters Score -1098362 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1098536.625000 Penalty: 4535.682129
	Iteration 7Q: 3 clusters Score -1098537 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1098683.375000 Penalty: 4535.682129
	Iteration 8Q: 3 clusters Score -1098683 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1098826.250000 Penalty: 4535.682129
	Iteration 9Q: 3 clusters Score -1098826 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1098924.500000 Penalty: 4535.682129
	Iteration 10Q: 3 clusters Score -1098924 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1099002.000000 Penalty: 4535.682129
	Iteration 11Q: 3 clusters Score -1099002 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1099070.750000 Penalty: 4535.682129
	Iteration 12Q: 3 clusters Score -1099071 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1099148.875000 Penalty: 4535.682129
	Iteration 13Q: 3 clusters Score -1099149 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1099203.500000 Penalty: 4535.682129
	Iteration 14Q: 3 clusters Score -1099204 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1099262.000000 Penalty: 4535.682129
	Iteration 15Q: 3 clusters Score -1099262 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1099305.125000 Penalty: 4535.682129
	Iteration 16Q: 3 clusters Score -1099305 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1099338.875000 Penalty: 4535.682129
	Iteration 17Q: 3 clusters Score -1099339 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1099365.750000 Penalty: 4535.682129
	Iteration 18Q: 3 clusters Score -1099366 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1099382.250000 Penalty: 4535.682129
	Iteration 19Q: 3 clusters Score -1099382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1099395.375000 Penalty: 4535.682129
	Iteration 20F: 3 clusters Score -1099395 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1099412.750000 Penalty: 4535.682129
	Iteration 21Q: 3 clusters Score -1099413 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1099424.375000 Penalty: 4535.682129
	Iteration 22Q: 3 clusters Score -1099424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1099437.125000 Penalty: 4535.682129
	Iteration 23Q: 3 clusters Score -1099437 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1099449.625000 Penalty: 4535.682129
	Iteration 24Q: 3 clusters Score -1099450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1099457.375000 Penalty: 4535.682129
	Iteration 25Q: 3 clusters Score -1099457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1099461.375000 Penalty: 4535.682129
	Iteration 26Q: 3 clusters Score -1099461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1099464.500000 Penalty: 4535.682129
	Iteration 27Q: 3 clusters Score -1099464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1099465.875000 Penalty: 4535.682129
	Iteration 28Q: 3 clusters Score -1099466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1099466.625000 Penalty: 4535.682129
	Iteration 29Q: 3 clusters Score -1099467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1099465.000000 Penalty: 4535.682129
	Iteration 30Q: 3 clusters Score -1099465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1099466.500000 Penalty: 4535.682129
	Iteration 31Q: 3 clusters Score -1099466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1099469.625000 Penalty: 4535.682129
	Iteration 32Q: 3 clusters Score -1099470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1099469.750000 Penalty: 4535.682129
	Iteration 33Q: 3 clusters Score -1099470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1099473.750000 Penalty: 4535.682129
	Iteration 34Q: 3 clusters Score -1099474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1099475.625000 Penalty: 4535.682129
	Iteration 35Q: 3 clusters Score -1099476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1099477.500000 Penalty: 4535.682129
	Iteration 36Q: 3 clusters Score -1099478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1099478.000000 Penalty: 4535.682129
	Iteration 37Q: 3 clusters Score -1099478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1099480.875000 Penalty: 4535.682129
	Iteration 38Q: 3 clusters Score -1099481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1099482.375000 Penalty: 4535.682129
	Iteration 39Q: 3 clusters Score -1099482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1099487.375000 Penalty: 4535.682129
	Iteration 40F: 3 clusters Score -1099487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1099492.500000 Penalty: 4535.682129
	Iteration 41Q: 3 clusters Score -1099492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1099491.750000 Penalty: 4535.682129
	Iteration 42Q: 3 clusters Score -1099492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1099494.750000 Penalty: 4535.682129
	Iteration 43Q: 3 clusters Score -1099495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1099496.875000 Penalty: 4535.682129
	Iteration 44Q: 3 clusters Score -1099497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1099502.125000 Penalty: 4535.682129
	Iteration 45Q: 3 clusters Score -1099502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1099503.375000 Penalty: 4535.682129
	Iteration 46Q: 3 clusters Score -1099503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1099501.750000 Penalty: 4535.682129
	Iteration 47Q: 3 clusters Score -1099502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1099505.750000 Penalty: 4535.682129
	Iteration 48Q: 3 clusters Score -1099506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1099505.250000 Penalty: 4535.682129
	Iteration 49Q: 3 clusters Score -1099505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1099506.250000 Penalty: 4535.682129
	Iteration 50Q: 3 clusters Score -1099506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1099513.250000 Penalty: 4535.682129
	Iteration 51Q: 3 clusters Score -1099513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1099514.375000 Penalty: 4535.682129
	Iteration 52Q: 3 clusters Score -1099514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1099513.125000 Penalty: 4535.682129
	Iteration 53Q: 3 clusters Score -1099513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1099513.125000 Penalty: 4535.682129
	Iteration 54F: 3 clusters Score -1099513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Entering Unmasked Estep 
Score: -1879244.750000 Penalty: 2374.682129
	Iteration 0F: 2 clusters Score -1879245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1868642.500000 Penalty: 4749.364258
	Iteration 0F: 3 clusters Score -1868642 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1871968.625000 Penalty: 4749.364258
	Iteration 1F: 3 clusters Score -1871969 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1872371.250000 Penalty: 4749.364258
	Iteration 2F: 3 clusters Score -1872371 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1872749.375000 Penalty: 4749.364258
	Iteration 3F: 3 clusters Score -1872749 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1873101.875000 Penalty: 4749.364258
	Iteration 4Q: 3 clusters Score -1873102 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1873448.750000 Penalty: 4749.364258
	Iteration 5Q: 3 clusters Score -1873449 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1873831.875000 Penalty: 4749.364258
	Iteration 6Q: 3 clusters Score -1873832 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1874226.625000 Penalty: 4749.364258
	Iteration 7F: 3 clusters Score -1874227 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1874642.375000 Penalty: 4749.364258
	Iteration 8F: 3 clusters Score -1874642 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1875096.500000 Penalty: 4749.364258
	Iteration 9Q: 3 clusters Score -1875096 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1875570.875000 Penalty: 4749.364258
	Iteration 10Q: 3 clusters Score -1875571 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1876009.875000 Penalty: 4749.364258
	Iteration 11Q: 3 clusters Score -1876010 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1876389.750000 Penalty: 4749.364258
	Iteration 12Q: 3 clusters Score -1876390 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1876724.625000 Penalty: 4749.364258
	Iteration 13Q: 3 clusters Score -1876725 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1876988.375000 Penalty: 4749.364258
	Iteration 14Q: 3 clusters Score -1876988 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1877187.750000 Penalty: 4749.364258
	Iteration 15Q: 3 clusters Score -1877188 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1877307.375000 Penalty: 4749.364258
	Iteration 16Q: 3 clusters Score -1877307 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1877401.875000 Penalty: 4749.364258
	Iteration 17Q: 3 clusters Score -1877402 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1877453.625000 Penalty: 4749.364258
	Iteration 18Q: 3 clusters Score -1877454 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1877503.125000 Penalty: 4749.364258
	Iteration 19Q: 3 clusters Score -1877503 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1877545.625000 Penalty: 4749.364258
	Iteration 20F: 3 clusters Score -1877546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1877569.125000 Penalty: 4749.364258
	Iteration 21Q: 3 clusters Score -1877569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1877579.500000 Penalty: 4749.364258
	Iteration 22Q: 3 clusters Score -1877580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1877591.875000 Penalty: 4749.364258
	Iteration 23Q: 3 clusters Score -1877592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1877600.500000 Penalty: 4749.364258
	Iteration 24Q: 3 clusters Score -1877600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1877606.750000 Penalty: 4749.364258
	Iteration 25Q: 3 clusters Score -1877607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1877611.125000 Penalty: 4749.364258
	Iteration 26Q: 3 clusters Score -1877611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1877617.125000 Penalty: 4749.364258
	Iteration 27Q: 3 clusters Score -1877617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1877622.375000 Penalty: 4749.364258
	Iteration 28Q: 3 clusters Score -1877622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1877624.375000 Penalty: 4749.364258
	Iteration 29Q: 3 clusters Score -1877624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1877626.375000 Penalty: 4749.364258
	Iteration 30Q: 3 clusters Score -1877626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1877624.750000 Penalty: 4749.364258
	Iteration 31Q: 3 clusters Score -1877625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1877628.625000 Penalty: 4749.364258
	Iteration 32Q: 3 clusters Score -1877629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1877628.625000 Penalty: 4749.364258
	Iteration 33Q: 3 clusters Score -1877629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1877630.625000 Penalty: 4749.364258
	Iteration 34Q: 3 clusters Score -1877631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1877629.875000 Penalty: 4749.364258
	Iteration 35Q: 3 clusters Score -1877630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1877630.875000 Penalty: 4749.364258
	Iteration 36Q: 3 clusters Score -1877631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -1877630.875000 Penalty: 4749.364258
	Iteration 37F: 3 clusters Score -1877631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Entering Unmasked Estep 
Score: -695389.312500 Penalty: 2164.127197
	Iteration 0F: 2 clusters Score -695389.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -690171.625000 Penalty: 4328.254395
	Iteration 0F: 3 clusters Score -690171.6 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -691640.687500 Penalty: 4328.254395
	Iteration 1F: 3 clusters Score -691640.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -691976.750000 Penalty: 4328.254395
	Iteration 2F: 3 clusters Score -691976.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -692204.375000 Penalty: 4328.254395
	Iteration 3F: 3 clusters Score -692204.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -692378.125000 Penalty: 4328.254395
	Iteration 4Q: 3 clusters Score -692378.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -692518.750000 Penalty: 4328.254395
	Iteration 5Q: 3 clusters Score -692518.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -692629.000000 Penalty: 4328.254395
	Iteration 6Q: 3 clusters Score -692629 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -692713.062500 Penalty: 4328.254395
	Iteration 7Q: 3 clusters Score -692713.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -692786.875000 Penalty: 4328.254395
	Iteration 8Q: 3 clusters Score -692786.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -692865.812500 Penalty: 4328.254395
	Iteration 9Q: 3 clusters Score -692865.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -692934.812500 Penalty: 4328.254395
	Iteration 10Q: 3 clusters Score -692934.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -692991.875000 Penalty: 4328.254395
	Iteration 11Q: 3 clusters Score -692991.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -693048.625000 Penalty: 4328.254395
	Iteration 12Q: 3 clusters Score -693048.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -693110.812500 Penalty: 4328.254395
	Iteration 13Q: 3 clusters Score -693110.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -693166.937500 Penalty: 4328.254395
	Iteration 14Q: 3 clusters Score -693166.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -693220.187500 Penalty: 4328.254395
	Iteration 15Q: 3 clusters Score -693220.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -693264.250000 Penalty: 4328.254395
	Iteration 16Q: 3 clusters Score -693264.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -693305.250000 Penalty: 4328.254395
	Iteration 17Q: 3 clusters Score -693305.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -693341.562500 Penalty: 4328.254395
	Iteration 18Q: 3 clusters Score -693341.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -693380.687500 Penalty: 4328.254395
	Iteration 19Q: 3 clusters Score -693380.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -693415.875000 Penalty: 4328.254395
	Iteration 20F: 3 clusters Score -693415.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -693450.125000 Penalty: 4328.254395
	Iteration 21Q: 3 clusters Score -693450.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -693488.250000 Penalty: 4328.254395
	Iteration 22Q: 3 clusters Score -693488.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -693523.562500 Penalty: 4328.254395
	Iteration 23Q: 3 clusters Score -693523.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -693554.500000 Penalty: 4328.254395
	Iteration 24Q: 3 clusters Score -693554.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -693585.750000 Penalty: 4328.254395
	Iteration 25Q: 3 clusters Score -693585.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -693619.937500 Penalty: 4328.254395
	Iteration 26Q: 3 clusters Score -693619.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -693641.250000 Penalty: 4328.254395
	Iteration 27Q: 3 clusters Score -693641.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -693665.625000 Penalty: 4328.254395
	Iteration 28Q: 3 clusters Score -693665.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -693678.500000 Penalty: 4328.254395
	Iteration 29Q: 3 clusters Score -693678.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -693693.687500 Penalty: 4328.254395
	Iteration 30Q: 3 clusters Score -693693.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -693713.437500 Penalty: 4328.254395
	Iteration 31Q: 3 clusters Score -693713.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -693729.875000 Penalty: 4328.254395
	Iteration 32Q: 3 clusters Score -693729.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -693750.500000 Penalty: 4328.254395
	Iteration 33Q: 3 clusters Score -693750.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -693763.062500 Penalty: 4328.254395
	Iteration 34Q: 3 clusters Score -693763.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -693772.750000 Penalty: 4328.254395
	Iteration 35Q: 3 clusters Score -693772.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -693782.625000 Penalty: 4328.254395
	Iteration 36Q: 3 clusters Score -693782.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -693786.500000 Penalty: 4328.254395
	Iteration 37Q: 3 clusters Score -693786.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -693788.500000 Penalty: 4328.254395
	Iteration 38Q: 3 clusters Score -693788.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -693788.437500 Penalty: 4328.254395
	Iteration 39Q: 3 clusters Score -693788.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -693788.437500 Penalty: 4328.254395
	Iteration 40F: 3 clusters Score -693788.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (161487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161487 members 
Entering Unmasked Estep 
Score: -21002660.000000 Penalty: 2974.060547
	Iteration 0F: 2 clusters Score -2.100266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80854 members 
Mstep: Class 2 contains 80633 members 
Entering Unmasked Estep 
Score: -20896170.000000 Penalty: 5948.121094
	Iteration 0F: 3 clusters Score -2.089617e+07 nChanged 77413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82121 members 
Mstep: Class 2 contains 79366 members 
Entering Unmasked Estep 
Score: -20941266.000000 Penalty: 5948.121094
	Iteration 1F: 3 clusters Score -2.094127e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83222 members 
Mstep: Class 2 contains 78265 members 
Entering Unmasked Estep 
Score: -20942570.000000 Penalty: 5948.121094
	Iteration 2Q: 3 clusters Score -2.094257e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84809 members 
Mstep: Class 2 contains 76678 members 
Entering Unmasked Estep 
Score: -20944512.000000 Penalty: 5948.121094
	Iteration 3Q: 3 clusters Score -2.094451e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87062 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
Score: -20947480.000000 Penalty: 5948.121094
	Iteration 4Q: 3 clusters Score -2.094748e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90096 members 
Mstep: Class 2 contains 71391 members 
Entering Unmasked Estep 
Score: -20951692.000000 Penalty: 5948.121094
	Iteration 5Q: 3 clusters Score -2.095169e+07 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 67516 members 
Entering Unmasked Estep 
Score: -20958076.000000 Penalty: 5948.121094
	Iteration 6F: 3 clusters Score -2.095808e+07 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98081 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -20965112.000000 Penalty: 5948.121094
	Iteration 7F: 3 clusters Score -2.096511e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101996 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -20972672.000000 Penalty: 5948.121094
	Iteration 8F: 3 clusters Score -2.097267e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105035 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -20978648.000000 Penalty: 5948.121094
	Iteration 9F: 3 clusters Score -2.097865e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107338 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -20982328.000000 Penalty: 5948.121094
	Iteration 10Q: 3 clusters Score -2.098233e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109347 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -20984106.000000 Penalty: 5948.121094
	Iteration 11Q: 3 clusters Score -2.098411e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111251 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -20985082.000000 Penalty: 5948.121094
	Iteration 12Q: 3 clusters Score -2.098508e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113164 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -20985718.000000 Penalty: 5948.121094
	Iteration 13Q: 3 clusters Score -2.098572e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115089 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -20986354.000000 Penalty: 5948.121094
	Iteration 14Q: 3 clusters Score -2.098635e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116999 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -20986980.000000 Penalty: 5948.121094
	Iteration 15Q: 3 clusters Score -2.098698e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119014 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -20987572.000000 Penalty: 5948.121094
	Iteration 16Q: 3 clusters Score -2.098757e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121087 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -20988286.000000 Penalty: 5948.121094
	Iteration 17Q: 3 clusters Score -2.098829e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123225 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -20989072.000000 Penalty: 5948.121094
	Iteration 18Q: 3 clusters Score -2.098907e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125452 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -20989938.000000 Penalty: 5948.121094
	Iteration 19Q: 3 clusters Score -2.098994e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127701 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -20990932.000000 Penalty: 5948.121094
	Iteration 20F: 3 clusters Score -2.099093e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129983 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -20991942.000000 Penalty: 5948.121094
	Iteration 21Q: 3 clusters Score -2.099194e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132150 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -20992854.000000 Penalty: 5948.121094
	Iteration 22Q: 3 clusters Score -2.099285e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134241 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -20993682.000000 Penalty: 5948.121094
	Iteration 23Q: 3 clusters Score -2.099368e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136139 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -20994460.000000 Penalty: 5948.121094
	Iteration 24Q: 3 clusters Score -2.099446e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137885 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -20995066.000000 Penalty: 5948.121094
	Iteration 25Q: 3 clusters Score -2.099507e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139420 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -20995646.000000 Penalty: 5948.121094
	Iteration 26Q: 3 clusters Score -2.099565e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140869 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -20996060.000000 Penalty: 5948.121094
	Iteration 27Q: 3 clusters Score -2.099606e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142153 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -20996574.000000 Penalty: 5948.121094
	Iteration 28Q: 3 clusters Score -2.099657e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143406 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -20996954.000000 Penalty: 5948.121094
	Iteration 29Q: 3 clusters Score -2.099695e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144594 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -20997206.000000 Penalty: 5948.121094
	Iteration 30Q: 3 clusters Score -2.099721e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145695 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -20997542.000000 Penalty: 5948.121094
	Iteration 31Q: 3 clusters Score -2.099754e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146654 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -20997674.000000 Penalty: 5948.121094
	Iteration 32Q: 3 clusters Score -2.099767e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147588 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -20997950.000000 Penalty: 5948.121094
	Iteration 33Q: 3 clusters Score -2.099795e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148471 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -20998162.000000 Penalty: 5948.121094
	Iteration 34Q: 3 clusters Score -2.099816e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149326 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -20998322.000000 Penalty: 5948.121094
	Iteration 35Q: 3 clusters Score -2.099832e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150194 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -20998546.000000 Penalty: 5948.121094
	Iteration 36Q: 3 clusters Score -2.099855e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151015 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -20998722.000000 Penalty: 5948.121094
	Iteration 37Q: 3 clusters Score -2.099872e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151807 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -20998950.000000 Penalty: 5948.121094
	Iteration 38Q: 3 clusters Score -2.099895e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152564 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -20999058.000000 Penalty: 5948.121094
	Iteration 39Q: 3 clusters Score -2.099906e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153266 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -20999214.000000 Penalty: 5948.121094
	Iteration 40F: 3 clusters Score -2.099921e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153970 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -20999328.000000 Penalty: 5948.121094
	Iteration 41Q: 3 clusters Score -2.099933e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154605 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -20999474.000000 Penalty: 5948.121094
	Iteration 42Q: 3 clusters Score -2.099947e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155189 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -20999752.000000 Penalty: 5948.121094
	Iteration 43Q: 3 clusters Score -2.099975e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155729 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -21000094.000000 Penalty: 5948.121094
	Iteration 44Q: 3 clusters Score -2.100009e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156168 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -21000386.000000 Penalty: 5948.121094
	Iteration 45Q: 3 clusters Score -2.100039e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156520 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -21000796.000000 Penalty: 5948.121094
	Iteration 46Q: 3 clusters Score -2.10008e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156779 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -21001074.000000 Penalty: 5948.121094
	Iteration 47Q: 3 clusters Score -2.100107e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156937 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -21001246.000000 Penalty: 5948.121094
	Iteration 48Q: 3 clusters Score -2.100125e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157031 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -21001280.000000 Penalty: 5948.121094
	Iteration 49Q: 3 clusters Score -2.100128e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157088 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -21001376.000000 Penalty: 5948.121094
	Iteration 50Q: 3 clusters Score -2.100138e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157135 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -21001472.000000 Penalty: 5948.121094
	Iteration 51Q: 3 clusters Score -2.100147e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157159 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -21001510.000000 Penalty: 5948.121094
	Iteration 52Q: 3 clusters Score -2.100151e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157165 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -21001540.000000 Penalty: 5948.121094
	Iteration 53Q: 3 clusters Score -2.100154e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157175 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -21001538.000000 Penalty: 5948.121094
	Iteration 54Q: 3 clusters Score -2.100154e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157197 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -21001546.000000 Penalty: 5948.121094
	Iteration 55Q: 3 clusters Score -2.100155e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157223 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -21001546.000000 Penalty: 5948.121094
	Iteration 56Q: 3 clusters Score -2.100155e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157236 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -21001546.000000 Penalty: 5948.121094
	Iteration 57Q: 3 clusters Score -2.100155e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157243 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -21001536.000000 Penalty: 5948.121094
	Iteration 58Q: 3 clusters Score -2.100154e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157256 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -21001566.000000 Penalty: 5948.121094
	Iteration 59Q: 3 clusters Score -2.100157e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157264 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -21001570.000000 Penalty: 5948.121094
	Iteration 60F: 3 clusters Score -2.100157e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157277 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -21001574.000000 Penalty: 5948.121094
	Iteration 61Q: 3 clusters Score -2.100157e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157288 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -21001576.000000 Penalty: 5948.121094
	Iteration 62Q: 3 clusters Score -2.100158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157295 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -21001560.000000 Penalty: 5948.121094
	Iteration 63Q: 3 clusters Score -2.100156e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157309 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -21001566.000000 Penalty: 5948.121094
	Iteration 64Q: 3 clusters Score -2.100157e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157320 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -21001584.000000 Penalty: 5948.121094
	Iteration 65Q: 3 clusters Score -2.100158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157330 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -21001592.000000 Penalty: 5948.121094
	Iteration 66Q: 3 clusters Score -2.100159e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157340 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -21001584.000000 Penalty: 5948.121094
	Iteration 67Q: 3 clusters Score -2.100158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157348 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -21001572.000000 Penalty: 5948.121094
	Iteration 68Q: 3 clusters Score -2.100157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157351 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -21001582.000000 Penalty: 5948.121094
	Iteration 69Q: 3 clusters Score -2.100158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157352 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -21001582.000000 Penalty: 5948.121094
	Iteration 70Q: 3 clusters Score -2.100158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157352 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -21001564.000000 Penalty: 5948.121094
	Iteration 71Q: 3 clusters Score -2.100156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157352 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -21001572.000000 Penalty: 5948.121094
	Iteration 72Q: 3 clusters Score -2.100157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157355 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -21001582.000000 Penalty: 5948.121094
	Iteration 73Q: 3 clusters Score -2.100158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157356 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -21001586.000000 Penalty: 5948.121094
	Iteration 74Q: 3 clusters Score -2.100159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157356 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -21001586.000000 Penalty: 5948.121094
	Iteration 75F: 3 clusters Score -2.100159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (274429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274429 members 
Entering Unmasked Estep 
Score: -35700540.000000 Penalty: 3105.566895
	Iteration 0F: 2 clusters Score -3.570054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136815 members 
Mstep: Class 2 contains 137614 members 
Entering Unmasked Estep 
Score: -35528060.000000 Penalty: 6211.133789
	Iteration 0F: 3 clusters Score -3.552806e+07 nChanged 132840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130797 members 
Mstep: Class 2 contains 143632 members 
Entering Unmasked Estep 
Score: -35607112.000000 Penalty: 6211.133789
	Iteration 1F: 3 clusters Score -3.560711e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127002 members 
Mstep: Class 2 contains 147427 members 
Entering Unmasked Estep 
Score: -35608544.000000 Penalty: 6211.133789
	Iteration 2Q: 3 clusters Score -3.560854e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121179 members 
Mstep: Class 2 contains 153250 members 
Entering Unmasked Estep 
Score: -35610832.000000 Penalty: 6211.133789
	Iteration 3Q: 3 clusters Score -3.561083e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112317 members 
Mstep: Class 2 contains 162112 members 
Entering Unmasked Estep 
Score: -35614672.000000 Penalty: 6211.133789
	Iteration 4Q: 3 clusters Score -3.561467e+07 nChanged 13724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99399 members 
Mstep: Class 2 contains 175030 members 
Entering Unmasked Estep 
Score: -35621464.000000 Penalty: 6211.133789
	Iteration 5F: 3 clusters Score -3.562146e+07 nChanged 17685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 192213 members 
Entering Unmasked Estep 
Score: -35632184.000000 Penalty: 6211.133789
	Iteration 6F: 3 clusters Score -3.563218e+07 nChanged 19732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63006 members 
Mstep: Class 2 contains 211423 members 
Entering Unmasked Estep 
Score: -35646556.000000 Penalty: 6211.133789
	Iteration 7F: 3 clusters Score -3.564656e+07 nChanged 17661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 228344 members 
Entering Unmasked Estep 
Score: -35659816.000000 Penalty: 6211.133789
	Iteration 8F: 3 clusters Score -3.565982e+07 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 240425 members 
Entering Unmasked Estep 
Score: -35669840.000000 Penalty: 6211.133789
	Iteration 9Q: 3 clusters Score -3.566984e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 247865 members 
Entering Unmasked Estep 
Score: -35676244.000000 Penalty: 6211.133789
	Iteration 10Q: 3 clusters Score -3.567624e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 252732 members 
Entering Unmasked Estep 
Score: -35680480.000000 Penalty: 6211.133789
	Iteration 11Q: 3 clusters Score -3.568048e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 256204 members 
Entering Unmasked Estep 
Score: -35683472.000000 Penalty: 6211.133789
	Iteration 12Q: 3 clusters Score -3.568347e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 259031 members 
Entering Unmasked Estep 
Score: -35685580.000000 Penalty: 6211.133789
	Iteration 13Q: 3 clusters Score -3.568558e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 261436 members 
Entering Unmasked Estep 
Score: -35687260.000000 Penalty: 6211.133789
	Iteration 14Q: 3 clusters Score -3.568726e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 263442 members 
Entering Unmasked Estep 
Score: -35688712.000000 Penalty: 6211.133789
	Iteration 15Q: 3 clusters Score -3.568871e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 265196 members 
Entering Unmasked Estep 
Score: -35690192.000000 Penalty: 6211.133789
	Iteration 16Q: 3 clusters Score -3.569019e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 266774 members 
Entering Unmasked Estep 
Score: -35691532.000000 Penalty: 6211.133789
	Iteration 17Q: 3 clusters Score -3.569153e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 268122 members 
Entering Unmasked Estep 
Score: -35692600.000000 Penalty: 6211.133789
	Iteration 18Q: 3 clusters Score -3.56926e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 269283 members 
Entering Unmasked Estep 
Score: -35693520.000000 Penalty: 6211.133789
	Iteration 19Q: 3 clusters Score -3.569352e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 270205 members 
Entering Unmasked Estep 
Score: -35694440.000000 Penalty: 6211.133789
	Iteration 20F: 3 clusters Score -3.569444e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 270971 members 
Entering Unmasked Estep 
Score: -35695092.000000 Penalty: 6211.133789
	Iteration 21Q: 3 clusters Score -3.569509e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 271567 members 
Entering Unmasked Estep 
Score: -35695560.000000 Penalty: 6211.133789
	Iteration 22Q: 3 clusters Score -3.569556e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 272017 members 
Entering Unmasked Estep 
Score: -35696028.000000 Penalty: 6211.133789
	Iteration 23Q: 3 clusters Score -3.569603e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 272378 members 
Entering Unmasked Estep 
Score: -35696288.000000 Penalty: 6211.133789
	Iteration 24Q: 3 clusters Score -3.569629e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 272655 members 
Entering Unmasked Estep 
Score: -35696588.000000 Penalty: 6211.133789
	Iteration 25Q: 3 clusters Score -3.569659e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 272893 members 
Entering Unmasked Estep 
Score: -35696832.000000 Penalty: 6211.133789
	Iteration 26Q: 3 clusters Score -3.569683e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 273052 members 
Entering Unmasked Estep 
Score: -35697004.000000 Penalty: 6211.133789
	Iteration 27Q: 3 clusters Score -3.5697e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 273177 members 
Entering Unmasked Estep 
Score: -35697172.000000 Penalty: 6211.133789
	Iteration 28Q: 3 clusters Score -3.569717e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 273271 members 
Entering Unmasked Estep 
Score: -35697284.000000 Penalty: 6211.133789
	Iteration 29Q: 3 clusters Score -3.569728e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 273352 members 
Entering Unmasked Estep 
Score: -35697380.000000 Penalty: 6211.133789
	Iteration 30Q: 3 clusters Score -3.569738e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 273414 members 
Entering Unmasked Estep 
Score: -35697432.000000 Penalty: 6211.133789
	Iteration 31Q: 3 clusters Score -3.569743e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 273458 members 
Entering Unmasked Estep 
Score: -35697496.000000 Penalty: 6211.133789
	Iteration 32Q: 3 clusters Score -3.56975e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 273489 members 
Entering Unmasked Estep 
Score: -35697488.000000 Penalty: 6211.133789
	Iteration 33Q: 3 clusters Score -3.569749e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 273511 members 
Entering Unmasked Estep 
Score: -35697488.000000 Penalty: 6211.133789
	Iteration 34Q: 3 clusters Score -3.569749e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 273529 members 
Entering Unmasked Estep 
Score: -35697512.000000 Penalty: 6211.133789
	Iteration 35Q: 3 clusters Score -3.569751e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 273547 members 
Entering Unmasked Estep 
Score: -35697500.000000 Penalty: 6211.133789
	Iteration 36Q: 3 clusters Score -3.56975e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 273562 members 
Entering Unmasked Estep 
Score: -35697508.000000 Penalty: 6211.133789
	Iteration 37Q: 3 clusters Score -3.569751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 273573 members 
Entering Unmasked Estep 
Score: -35697548.000000 Penalty: 6211.133789
	Iteration 38Q: 3 clusters Score -3.569755e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 273587 members 
Entering Unmasked Estep 
Score: -35697552.000000 Penalty: 6211.133789
	Iteration 39Q: 3 clusters Score -3.569755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 273593 members 
Entering Unmasked Estep 
Score: -35697560.000000 Penalty: 6211.133789
	Iteration 40F: 3 clusters Score -3.569756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 273602 members 
Entering Unmasked Estep 
Score: -35697564.000000 Penalty: 6211.133789
	Iteration 41Q: 3 clusters Score -3.569756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 273612 members 
Entering Unmasked Estep 
Score: -35697580.000000 Penalty: 6211.133789
	Iteration 42Q: 3 clusters Score -3.569758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 273618 members 
Entering Unmasked Estep 
Score: -35697576.000000 Penalty: 6211.133789
	Iteration 43Q: 3 clusters Score -3.569758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 273622 members 
Entering Unmasked Estep 
Score: -35697568.000000 Penalty: 6211.133789
	Iteration 44Q: 3 clusters Score -3.569757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 273630 members 
Entering Unmasked Estep 
Score: -35697592.000000 Penalty: 6211.133789
	Iteration 45Q: 3 clusters Score -3.569759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 273637 members 
Entering Unmasked Estep 
Score: -35697596.000000 Penalty: 6211.133789
	Iteration 46Q: 3 clusters Score -3.56976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 273641 members 
Entering Unmasked Estep 
Score: -35697612.000000 Penalty: 6211.133789
	Iteration 47Q: 3 clusters Score -3.569761e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 273651 members 
Entering Unmasked Estep 
Score: -35697608.000000 Penalty: 6211.133789
	Iteration 48Q: 3 clusters Score -3.569761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 273662 members 
Entering Unmasked Estep 
Score: -35697652.000000 Penalty: 6211.133789
	Iteration 49Q: 3 clusters Score -3.569765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 273665 members 
Entering Unmasked Estep 
Score: -35697636.000000 Penalty: 6211.133789
	Iteration 50Q: 3 clusters Score -3.569764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 273669 members 
Entering Unmasked Estep 
Score: -35697640.000000 Penalty: 6211.133789
	Iteration 51Q: 3 clusters Score -3.569764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 273675 members 
Entering Unmasked Estep 
Score: -35697636.000000 Penalty: 6211.133789
	Iteration 52Q: 3 clusters Score -3.569764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 273679 members 
Entering Unmasked Estep 
Score: -35697644.000000 Penalty: 6211.133789
	Iteration 53Q: 3 clusters Score -3.569764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 273680 members 
Entering Unmasked Estep 
Score: -35697664.000000 Penalty: 6211.133789
	Iteration 54Q: 3 clusters Score -3.569766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 273680 members 
Entering Unmasked Estep 
Score: -35697664.000000 Penalty: 6211.133789
	Iteration 55F: 3 clusters Score -3.569766e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Entering Unmasked Estep 
Score: -1669702.000000 Penalty: 2356.857666
	Iteration 0F: 2 clusters Score -1669702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1659899.625000 Penalty: 4713.715332
	Iteration 0F: 3 clusters Score -1659900 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1662843.625000 Penalty: 4713.715332
	Iteration 1F: 3 clusters Score -1662844 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1663194.875000 Penalty: 4713.715332
	Iteration 2F: 3 clusters Score -1663195 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1663451.125000 Penalty: 4713.715332
	Iteration 3Q: 3 clusters Score -1663451 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1663635.500000 Penalty: 4713.715332
	Iteration 4Q: 3 clusters Score -1663636 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1663831.250000 Penalty: 4713.715332
	Iteration 5Q: 3 clusters Score -1663831 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1664064.500000 Penalty: 4713.715332
	Iteration 6Q: 3 clusters Score -1664064 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1664298.000000 Penalty: 4713.715332
	Iteration 7Q: 3 clusters Score -1664298 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1664520.750000 Penalty: 4713.715332
	Iteration 8Q: 3 clusters Score -1664521 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1664726.625000 Penalty: 4713.715332
	Iteration 9Q: 3 clusters Score -1664727 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1664911.875000 Penalty: 4713.715332
	Iteration 10Q: 3 clusters Score -1664912 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1665086.500000 Penalty: 4713.715332
	Iteration 11Q: 3 clusters Score -1665086 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1665244.500000 Penalty: 4713.715332
	Iteration 12Q: 3 clusters Score -1665244 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1665372.000000 Penalty: 4713.715332
	Iteration 13Q: 3 clusters Score -1665372 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1665523.375000 Penalty: 4713.715332
	Iteration 14Q: 3 clusters Score -1665523 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1665669.375000 Penalty: 4713.715332
	Iteration 15Q: 3 clusters Score -1665669 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1665790.000000 Penalty: 4713.715332
	Iteration 16Q: 3 clusters Score -1665790 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1665902.750000 Penalty: 4713.715332
	Iteration 17Q: 3 clusters Score -1665903 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1666007.500000 Penalty: 4713.715332
	Iteration 18Q: 3 clusters Score -1666008 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1666104.500000 Penalty: 4713.715332
	Iteration 19Q: 3 clusters Score -1666104 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1666191.375000 Penalty: 4713.715332
	Iteration 20F: 3 clusters Score -1666191 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1666271.875000 Penalty: 4713.715332
	Iteration 21Q: 3 clusters Score -1666272 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1666334.875000 Penalty: 4713.715332
	Iteration 22Q: 3 clusters Score -1666335 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1666398.125000 Penalty: 4713.715332
	Iteration 23Q: 3 clusters Score -1666398 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1666466.000000 Penalty: 4713.715332
	Iteration 24Q: 3 clusters Score -1666466 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1666529.250000 Penalty: 4713.715332
	Iteration 25Q: 3 clusters Score -1666529 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1666587.625000 Penalty: 4713.715332
	Iteration 26Q: 3 clusters Score -1666588 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1666642.500000 Penalty: 4713.715332
	Iteration 27Q: 3 clusters Score -1666642 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1666699.125000 Penalty: 4713.715332
	Iteration 28Q: 3 clusters Score -1666699 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1666752.250000 Penalty: 4713.715332
	Iteration 29Q: 3 clusters Score -1666752 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1666798.125000 Penalty: 4713.715332
	Iteration 30Q: 3 clusters Score -1666798 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1666849.875000 Penalty: 4713.715332
	Iteration 31Q: 3 clusters Score -1666850 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1666903.125000 Penalty: 4713.715332
	Iteration 32Q: 3 clusters Score -1666903 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1666943.000000 Penalty: 4713.715332
	Iteration 33Q: 3 clusters Score -1666943 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1666995.250000 Penalty: 4713.715332
	Iteration 34Q: 3 clusters Score -1666995 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1667038.250000 Penalty: 4713.715332
	Iteration 35Q: 3 clusters Score -1667038 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1667066.000000 Penalty: 4713.715332
	Iteration 36Q: 3 clusters Score -1667066 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1667103.625000 Penalty: 4713.715332
	Iteration 37Q: 3 clusters Score -1667104 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1667140.625000 Penalty: 4713.715332
	Iteration 38Q: 3 clusters Score -1667141 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1667182.500000 Penalty: 4713.715332
	Iteration 39Q: 3 clusters Score -1667182 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1667219.875000 Penalty: 4713.715332
	Iteration 40F: 3 clusters Score -1667220 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1667257.500000 Penalty: 4713.715332
	Iteration 41Q: 3 clusters Score -1667258 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1667300.750000 Penalty: 4713.715332
	Iteration 42Q: 3 clusters Score -1667301 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1667355.375000 Penalty: 4713.715332
	Iteration 43Q: 3 clusters Score -1667355 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1667389.250000 Penalty: 4713.715332
	Iteration 44Q: 3 clusters Score -1667389 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1667428.000000 Penalty: 4713.715332
	Iteration 45Q: 3 clusters Score -1667428 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1667465.000000 Penalty: 4713.715332
	Iteration 46Q: 3 clusters Score -1667465 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1667499.875000 Penalty: 4713.715332
	Iteration 47Q: 3 clusters Score -1667500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1667529.000000 Penalty: 4713.715332
	Iteration 48Q: 3 clusters Score -1667529 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1667539.500000 Penalty: 4713.715332
	Iteration 49Q: 3 clusters Score -1667540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1667556.000000 Penalty: 4713.715332
	Iteration 50Q: 3 clusters Score -1667556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1667574.000000 Penalty: 4713.715332
	Iteration 51Q: 3 clusters Score -1667574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1667594.000000 Penalty: 4713.715332
	Iteration 52Q: 3 clusters Score -1667594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1667611.500000 Penalty: 4713.715332
	Iteration 53Q: 3 clusters Score -1667612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1667619.875000 Penalty: 4713.715332
	Iteration 54Q: 3 clusters Score -1667620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1667637.750000 Penalty: 4713.715332
	Iteration 55Q: 3 clusters Score -1667638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1667649.500000 Penalty: 4713.715332
	Iteration 56Q: 3 clusters Score -1667650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1667664.000000 Penalty: 4713.715332
	Iteration 57Q: 3 clusters Score -1667664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1667674.125000 Penalty: 4713.715332
	Iteration 58Q: 3 clusters Score -1667674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1667682.375000 Penalty: 4713.715332
	Iteration 59Q: 3 clusters Score -1667682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1667697.750000 Penalty: 4713.715332
	Iteration 60F: 3 clusters Score -1667698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1667703.500000 Penalty: 4713.715332
	Iteration 61Q: 3 clusters Score -1667704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1667719.500000 Penalty: 4713.715332
	Iteration 62Q: 3 clusters Score -1667720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1667729.375000 Penalty: 4713.715332
	Iteration 63Q: 3 clusters Score -1667729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1667739.000000 Penalty: 4713.715332
	Iteration 64Q: 3 clusters Score -1667739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1667748.750000 Penalty: 4713.715332
	Iteration 65Q: 3 clusters Score -1667749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1667758.125000 Penalty: 4713.715332
	Iteration 66Q: 3 clusters Score -1667758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1667768.250000 Penalty: 4713.715332
	Iteration 67Q: 3 clusters Score -1667768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1667778.250000 Penalty: 4713.715332
	Iteration 68Q: 3 clusters Score -1667778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1667783.875000 Penalty: 4713.715332
	Iteration 69Q: 3 clusters Score -1667784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1667790.875000 Penalty: 4713.715332
	Iteration 70Q: 3 clusters Score -1667791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1667793.500000 Penalty: 4713.715332
	Iteration 71Q: 3 clusters Score -1667794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1667799.375000 Penalty: 4713.715332
	Iteration 72Q: 3 clusters Score -1667799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1667797.375000 Penalty: 4713.715332
	Iteration 73Q: 3 clusters Score -1667797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1667800.875000 Penalty: 4713.715332
	Iteration 74Q: 3 clusters Score -1667801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1667803.375000 Penalty: 4713.715332
	Iteration 75Q: 3 clusters Score -1667803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1667801.750000 Penalty: 4713.715332
	Iteration 76Q: 3 clusters Score -1667802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1667801.750000 Penalty: 4713.715332
	Iteration 77F: 3 clusters Score -1667802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -111942.437500 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -111942.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -110019.468750 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -110019.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -110431.890625 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -110431.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -110737.773438 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -110737.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -110991.976562 Penalty: 3432.653076
	Iteration 3F: 3 clusters Score -110992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -111198.875000 Penalty: 3432.653076
	Iteration 4F: 3 clusters Score -111198.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -111330.671875 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -111330.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -111459.765625 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -111459.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -111571.898438 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -111571.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -111722.734375 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -111722.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -111863.843750 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -111863.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112016.570312 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -112016.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -112041.593750 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -112041.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -112083.453125 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -112083.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -112123.125000 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -112123.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -112216.765625 Penalty: 3432.653076
	Iteration 14Q: 3 clusters Score -112216.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112329.703125 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -112329.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112459.765625 Penalty: 3432.653076
	Iteration 16Q: 3 clusters Score -112459.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -112544.304688 Penalty: 3432.653076
	Iteration 17Q: 3 clusters Score -112544.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -112555.562500 Penalty: 3432.653076
	Iteration 18Q: 3 clusters Score -112555.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -112574.578125 Penalty: 3432.653076
	Iteration 19Q: 3 clusters Score -112574.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -112586.148438 Penalty: 3432.653076
	Iteration 20F: 3 clusters Score -112586.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -112609.125000 Penalty: 3432.653076
	Iteration 21Q: 3 clusters Score -112609.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -112695.242188 Penalty: 3432.653076
	Iteration 22Q: 3 clusters Score -112695.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -112805.539062 Penalty: 3432.653076
	Iteration 23Q: 3 clusters Score -112805.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -112837.687500 Penalty: 3432.653076
	Iteration 24Q: 3 clusters Score -112837.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -112839.687500 Penalty: 3432.653076
	Iteration 25Q: 3 clusters Score -112839.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -112839.687500 Penalty: 3432.653076
	Iteration 26F: 3 clusters Score -112839.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 14405 members 
Mstep: Class 3 contains 6163 members 
Mstep: Class 4 contains 161487 members 
Mstep: Class 5 contains 274429 members 
Mstep: Class 6 contains 13406 members 
Mstep: Class 7 contains 535 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54615 members 
Mstep: Class 11 contains 5321 members 
Mstep: Class 12 contains 11007 members 
Mstep: Class 13 contains 5575 members 
Mstep: Class 14 contains 36565 members 
Mstep: Class 15 contains 12929 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44908 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13241 members 
Mstep: Class 20 contains 12393 members 
Mstep: Class 21 contains 13892 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 478 members 
Entering Unmasked Estep 
Score: -90827544.000000 Penalty: 90278.039062
Splitting cluster 7 changes total score from -90828176.000000 to -90827544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -291514.156250 Penalty: 1920.868042
	Iteration 0F: 2 clusters Score -291514.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -288673.906250 Penalty: 3841.736084
	Iteration 0F: 3 clusters Score -288673.9 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -289210.375000 Penalty: 3841.736084
	Iteration 1F: 3 clusters Score -289210.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -289377.656250 Penalty: 3841.736084
	Iteration 2F: 3 clusters Score -289377.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -289473.187500 Penalty: 3841.736084
	Iteration 3F: 3 clusters Score -289473.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -289535.031250 Penalty: 3841.736084
	Iteration 4Q: 3 clusters Score -289535 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -289585.687500 Penalty: 3841.736084
	Iteration 5Q: 3 clusters Score -289585.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -289637.593750 Penalty: 3841.736084
	Iteration 6Q: 3 clusters Score -289637.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -289683.718750 Penalty: 3841.736084
	Iteration 7Q: 3 clusters Score -289683.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -289713.812500 Penalty: 3841.736084
	Iteration 8Q: 3 clusters Score -289713.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -289739.312500 Penalty: 3841.736084
	Iteration 9Q: 3 clusters Score -289739.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -289755.437500 Penalty: 3841.736084
	Iteration 10Q: 3 clusters Score -289755.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -289770.500000 Penalty: 3841.736084
	Iteration 11Q: 3 clusters Score -289770.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -289780.562500 Penalty: 3841.736084
	Iteration 12Q: 3 clusters Score -289780.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -289793.593750 Penalty: 3841.736084
	Iteration 13Q: 3 clusters Score -289793.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -289803.875000 Penalty: 3841.736084
	Iteration 14Q: 3 clusters Score -289803.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -289813.156250 Penalty: 3841.736084
	Iteration 15Q: 3 clusters Score -289813.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -289820.250000 Penalty: 3841.736084
	Iteration 16Q: 3 clusters Score -289820.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -289827.437500 Penalty: 3841.736084
	Iteration 17Q: 3 clusters Score -289827.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -289832.281250 Penalty: 3841.736084
	Iteration 18Q: 3 clusters Score -289832.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -289835.125000 Penalty: 3841.736084
	Iteration 19Q: 3 clusters Score -289835.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -289839.125000 Penalty: 3841.736084
	Iteration 20F: 3 clusters Score -289839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -289841.843750 Penalty: 3841.736084
	Iteration 21Q: 3 clusters Score -289841.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -289847.375000 Penalty: 3841.736084
	Iteration 22Q: 3 clusters Score -289847.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -289854.812500 Penalty: 3841.736084
	Iteration 23Q: 3 clusters Score -289854.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -289863.312500 Penalty: 3841.736084
	Iteration 24Q: 3 clusters Score -289863.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -289867.937500 Penalty: 3841.736084
	Iteration 25Q: 3 clusters Score -289867.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -289873.312500 Penalty: 3841.736084
	Iteration 26Q: 3 clusters Score -289873.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -289881.406250 Penalty: 3841.736084
	Iteration 27Q: 3 clusters Score -289881.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -289886.625000 Penalty: 3841.736084
	Iteration 28Q: 3 clusters Score -289886.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -289894.843750 Penalty: 3841.736084
	Iteration 29Q: 3 clusters Score -289894.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -289903.437500 Penalty: 3841.736084
	Iteration 30Q: 3 clusters Score -289903.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -289912.437500 Penalty: 3841.736084
	Iteration 31Q: 3 clusters Score -289912.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -289918.500000 Penalty: 3841.736084
	Iteration 32Q: 3 clusters Score -289918.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -289929.093750 Penalty: 3841.736084
	Iteration 33Q: 3 clusters Score -289929.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -289937.187500 Penalty: 3841.736084
	Iteration 34Q: 3 clusters Score -289937.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -289944.750000 Penalty: 3841.736084
	Iteration 35Q: 3 clusters Score -289944.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -289955.031250 Penalty: 3841.736084
	Iteration 36Q: 3 clusters Score -289955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -289962.218750 Penalty: 3841.736084
	Iteration 37Q: 3 clusters Score -289962.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -289968.656250 Penalty: 3841.736084
	Iteration 38Q: 3 clusters Score -289968.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -289971.093750 Penalty: 3841.736084
	Iteration 39Q: 3 clusters Score -289971.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -289973.250000 Penalty: 3841.736084
	Iteration 40F: 3 clusters Score -289973.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -289947.781250 Penalty: 1918.928833
	Iteration 0F: 2 clusters Score -289947.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -287134.093750 Penalty: 3837.857666
	Iteration 0F: 3 clusters Score -287134.1 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -287664.125000 Penalty: 3837.857666
	Iteration 1F: 3 clusters Score -287664.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -287810.562500 Penalty: 3837.857666
	Iteration 2F: 3 clusters Score -287810.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -287893.656250 Penalty: 3837.857666
	Iteration 3Q: 3 clusters Score -287893.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -287941.625000 Penalty: 3837.857666
	Iteration 4Q: 3 clusters Score -287941.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -287980.375000 Penalty: 3837.857666
	Iteration 5Q: 3 clusters Score -287980.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -288010.500000 Penalty: 3837.857666
	Iteration 6Q: 3 clusters Score -288010.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -288038.187500 Penalty: 3837.857666
	Iteration 7Q: 3 clusters Score -288038.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -288059.000000 Penalty: 3837.857666
	Iteration 8Q: 3 clusters Score -288059 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -288076.718750 Penalty: 3837.857666
	Iteration 9Q: 3 clusters Score -288076.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -288094.031250 Penalty: 3837.857666
	Iteration 10Q: 3 clusters Score -288094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -288106.718750 Penalty: 3837.857666
	Iteration 11Q: 3 clusters Score -288106.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -288118.187500 Penalty: 3837.857666
	Iteration 12Q: 3 clusters Score -288118.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -288128.906250 Penalty: 3837.857666
	Iteration 13Q: 3 clusters Score -288128.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -288133.656250 Penalty: 3837.857666
	Iteration 14Q: 3 clusters Score -288133.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -288139.687500 Penalty: 3837.857666
	Iteration 15Q: 3 clusters Score -288139.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -288142.937500 Penalty: 3837.857666
	Iteration 16Q: 3 clusters Score -288142.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -288146.437500 Penalty: 3837.857666
	Iteration 17Q: 3 clusters Score -288146.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -288150.781250 Penalty: 3837.857666
	Iteration 18Q: 3 clusters Score -288150.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -288153.531250 Penalty: 3837.857666
	Iteration 19Q: 3 clusters Score -288153.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -288155.750000 Penalty: 3837.857666
	Iteration 20F: 3 clusters Score -288155.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -288162.562500 Penalty: 3837.857666
	Iteration 21Q: 3 clusters Score -288162.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -288166.625000 Penalty: 3837.857666
	Iteration 22Q: 3 clusters Score -288166.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -288168.156250 Penalty: 3837.857666
	Iteration 23Q: 3 clusters Score -288168.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -288168.375000 Penalty: 3837.857666
	Iteration 24Q: 3 clusters Score -288168.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -288168.375000 Penalty: 3837.857666
	Iteration 25F: 3 clusters Score -288168.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Entering Unmasked Estep 
Score: -6976375.000000 Penalty: 2705.199951
	Iteration 0F: 2 clusters Score -6976375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -6939580.500000 Penalty: 5410.399902
	Iteration 0F: 3 clusters Score -6939580 nChanged 25424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -6953990.000000 Penalty: 5410.399902
	Iteration 1F: 3 clusters Score -6953990 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -6954779.500000 Penalty: 5410.399902
	Iteration 2Q: 3 clusters Score -6954780 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -6955593.500000 Penalty: 5410.399902
	Iteration 3Q: 3 clusters Score -6955594 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -6956550.000000 Penalty: 5410.399902
	Iteration 4Q: 3 clusters Score -6956550 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -6957939.500000 Penalty: 5410.399902
	Iteration 5F: 3 clusters Score -6957940 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -6959673.000000 Penalty: 5410.399902
	Iteration 6F: 3 clusters Score -6959673 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -6961767.000000 Penalty: 5410.399902
	Iteration 7F: 3 clusters Score -6961767 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -6964008.500000 Penalty: 5410.399902
	Iteration 8F: 3 clusters Score -6964008 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -6965880.000000 Penalty: 5410.399902
	Iteration 9F: 3 clusters Score -6965880 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -6967405.000000 Penalty: 5410.399902
	Iteration 10Q: 3 clusters Score -6967405 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -6969568.000000 Penalty: 5410.399902
	Iteration 11Q: 3 clusters Score -6969568 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -6972095.000000 Penalty: 5410.399902
	Iteration 12Q: 3 clusters Score -6972095 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -6972640.500000 Penalty: 5410.399902
	Iteration 13Q: 3 clusters Score -6972640 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -6972847.500000 Penalty: 5410.399902
	Iteration 14Q: 3 clusters Score -6972848 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -6972964.000000 Penalty: 5410.399902
	Iteration 15Q: 3 clusters Score -6972964 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -6973055.500000 Penalty: 5410.399902
	Iteration 16Q: 3 clusters Score -6973056 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -6973119.000000 Penalty: 5410.399902
	Iteration 17Q: 3 clusters Score -6973119 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -6973171.000000 Penalty: 5410.399902
	Iteration 18Q: 3 clusters Score -6973171 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -6973237.500000 Penalty: 5410.399902
	Iteration 19Q: 3 clusters Score -6973238 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -6973258.500000 Penalty: 5410.399902
	Iteration 20F: 3 clusters Score -6973258 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -6973276.000000 Penalty: 5410.399902
	Iteration 21Q: 3 clusters Score -6973276 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -6973320.000000 Penalty: 5410.399902
	Iteration 22Q: 3 clusters Score -6973320 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -6973341.000000 Penalty: 5410.399902
	Iteration 23Q: 3 clusters Score -6973341 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -6973373.000000 Penalty: 5410.399902
	Iteration 24Q: 3 clusters Score -6973373 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -6973411.500000 Penalty: 5410.399902
	Iteration 25Q: 3 clusters Score -6973412 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -6973428.500000 Penalty: 5410.399902
	Iteration 26Q: 3 clusters Score -6973428 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -6973432.500000 Penalty: 5410.399902
	Iteration 27Q: 3 clusters Score -6973432 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -6973441.000000 Penalty: 5410.399902
	Iteration 28Q: 3 clusters Score -6973441 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -6973445.500000 Penalty: 5410.399902
	Iteration 29Q: 3 clusters Score -6973446 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -6973455.000000 Penalty: 5410.399902
	Iteration 30Q: 3 clusters Score -6973455 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -6973464.500000 Penalty: 5410.399902
	Iteration 31Q: 3 clusters Score -6973464 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -6973467.500000 Penalty: 5410.399902
	Iteration 32Q: 3 clusters Score -6973468 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -6973472.000000 Penalty: 5410.399902
	Iteration 33Q: 3 clusters Score -6973472 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -6973482.000000 Penalty: 5410.399902
	Iteration 34Q: 3 clusters Score -6973482 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -6973509.500000 Penalty: 5410.399902
	Iteration 35Q: 3 clusters Score -6973510 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -6973539.000000 Penalty: 5410.399902
	Iteration 36Q: 3 clusters Score -6973539 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -6973550.500000 Penalty: 5410.399902
	Iteration 37Q: 3 clusters Score -6973550 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -6973580.000000 Penalty: 5410.399902
	Iteration 38Q: 3 clusters Score -6973580 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -6973594.000000 Penalty: 5410.399902
	Iteration 39Q: 3 clusters Score -6973594 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -6973593.000000 Penalty: 5410.399902
	Iteration 40F: 3 clusters Score -6973593 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -6973625.000000 Penalty: 5410.399902
	Iteration 41Q: 3 clusters Score -6973625 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -6973635.000000 Penalty: 5410.399902
	Iteration 42Q: 3 clusters Score -6973635 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -6973640.500000 Penalty: 5410.399902
	Iteration 43Q: 3 clusters Score -6973640 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -6973648.500000 Penalty: 5410.399902
	Iteration 44Q: 3 clusters Score -6973648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -6973667.500000 Penalty: 5410.399902
	Iteration 45Q: 3 clusters Score -6973668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -6973678.500000 Penalty: 5410.399902
	Iteration 46Q: 3 clusters Score -6973678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -6973669.500000 Penalty: 5410.399902
	Iteration 47Q: 3 clusters Score -6973670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -6973662.500000 Penalty: 5410.399902
	Iteration 48Q: 3 clusters Score -6973662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -6973678.500000 Penalty: 5410.399902
	Iteration 49Q: 3 clusters Score -6973678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -6973699.000000 Penalty: 5410.399902
	Iteration 50Q: 3 clusters Score -6973699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -6973689.500000 Penalty: 5410.399902
	Iteration 51Q: 3 clusters Score -6973690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -6973688.500000 Penalty: 5410.399902
	Iteration 52Q: 3 clusters Score -6973688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -6973699.500000 Penalty: 5410.399902
	Iteration 53Q: 3 clusters Score -6973700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -6973713.500000 Penalty: 5410.399902
	Iteration 54Q: 3 clusters Score -6973714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -6973697.000000 Penalty: 5410.399902
	Iteration 55Q: 3 clusters Score -6973697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -6973709.500000 Penalty: 5410.399902
	Iteration 56Q: 3 clusters Score -6973710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -6973714.500000 Penalty: 5410.399902
	Iteration 57Q: 3 clusters Score -6973714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -6973716.500000 Penalty: 5410.399902
	Iteration 58Q: 3 clusters Score -6973716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -6973718.500000 Penalty: 5410.399902
	Iteration 59Q: 3 clusters Score -6973718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -6973726.000000 Penalty: 5410.399902
	Iteration 60F: 3 clusters Score -6973726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -6973714.000000 Penalty: 5410.399902
	Iteration 61Q: 3 clusters Score -6973714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -6973723.000000 Penalty: 5410.399902
	Iteration 62Q: 3 clusters Score -6973723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -6973729.000000 Penalty: 5410.399902
	Iteration 63Q: 3 clusters Score -6973729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -6973717.000000 Penalty: 5410.399902
	Iteration 64Q: 3 clusters Score -6973717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -6973723.000000 Penalty: 5410.399902
	Iteration 65Q: 3 clusters Score -6973723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -6973733.000000 Penalty: 5410.399902
	Iteration 66Q: 3 clusters Score -6973733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -6973723.500000 Penalty: 5410.399902
	Iteration 67Q: 3 clusters Score -6973724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -6973730.000000 Penalty: 5410.399902
	Iteration 68Q: 3 clusters Score -6973730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -6973732.000000 Penalty: 5410.399902
	Iteration 69Q: 3 clusters Score -6973732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -6973741.000000 Penalty: 5410.399902
	Iteration 70Q: 3 clusters Score -6973741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -6973733.500000 Penalty: 5410.399902
	Iteration 71Q: 3 clusters Score -6973734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -6973733.500000 Penalty: 5410.399902
	Iteration 72Q: 3 clusters Score -6973734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -6973743.500000 Penalty: 5410.399902
	Iteration 73Q: 3 clusters Score -6973744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -6973742.500000 Penalty: 5410.399902
	Iteration 74Q: 3 clusters Score -6973742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -6973731.500000 Penalty: 5410.399902
	Iteration 75Q: 3 clusters Score -6973732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -6973730.000000 Penalty: 5410.399902
	Iteration 76Q: 3 clusters Score -6973730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -6973732.500000 Penalty: 5410.399902
	Iteration 77Q: 3 clusters Score -6973732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -6973739.000000 Penalty: 5410.399902
	Iteration 78Q: 3 clusters Score -6973739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -6973734.500000 Penalty: 5410.399902
	Iteration 79Q: 3 clusters Score -6973734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 51111 members 
Entering Unmasked Estep 
Score: -6973737.500000 Penalty: 5410.399902
	Iteration 80F: 3 clusters Score -6973738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -6973745.500000 Penalty: 5410.399902
	Iteration 81Q: 3 clusters Score -6973746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -6973752.000000 Penalty: 5410.399902
	Iteration 82Q: 3 clusters Score -6973752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -6973748.500000 Penalty: 5410.399902
	Iteration 83Q: 3 clusters Score -6973748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -6973755.000000 Penalty: 5410.399902
	Iteration 84Q: 3 clusters Score -6973755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -6973747.000000 Penalty: 5410.399902
	Iteration 85Q: 3 clusters Score -6973747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -6973755.500000 Penalty: 5410.399902
	Iteration 86Q: 3 clusters Score -6973756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -6973756.500000 Penalty: 5410.399902
	Iteration 87Q: 3 clusters Score -6973756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -6973752.500000 Penalty: 5410.399902
	Iteration 88Q: 3 clusters Score -6973752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 51176 members 
Entering Unmasked Estep 
Score: -6973756.500000 Penalty: 5410.399902
	Iteration 89Q: 3 clusters Score -6973756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -6973761.500000 Penalty: 5410.399902
	Iteration 90Q: 3 clusters Score -6973762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -6973764.000000 Penalty: 5410.399902
	Iteration 91Q: 3 clusters Score -6973764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -6973761.500000 Penalty: 5410.399902
	Iteration 92Q: 3 clusters Score -6973762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -6973776.500000 Penalty: 5410.399902
	Iteration 93Q: 3 clusters Score -6973776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -6973777.000000 Penalty: 5410.399902
	Iteration 94Q: 3 clusters Score -6973777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -6973770.500000 Penalty: 5410.399902
	Iteration 95Q: 3 clusters Score -6973770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -6973766.500000 Penalty: 5410.399902
	Iteration 96Q: 3 clusters Score -6973766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -6973766.500000 Penalty: 5410.399902
	Iteration 97F: 3 clusters Score -6973766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -693363.750000 Penalty: 2127.695312
	Iteration 0F: 2 clusters Score -693363.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -688580.750000 Penalty: 4255.390625
	Iteration 0F: 3 clusters Score -688580.8 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -689792.250000 Penalty: 4255.390625
	Iteration 1F: 3 clusters Score -689792.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -690010.250000 Penalty: 4255.390625
	Iteration 2F: 3 clusters Score -690010.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -690158.250000 Penalty: 4255.390625
	Iteration 3F: 3 clusters Score -690158.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -690260.062500 Penalty: 4255.390625
	Iteration 4Q: 3 clusters Score -690260.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -690337.375000 Penalty: 4255.390625
	Iteration 5Q: 3 clusters Score -690337.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -690388.562500 Penalty: 4255.390625
	Iteration 6Q: 3 clusters Score -690388.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -690439.375000 Penalty: 4255.390625
	Iteration 7Q: 3 clusters Score -690439.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -690474.250000 Penalty: 4255.390625
	Iteration 8Q: 3 clusters Score -690474.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -690496.625000 Penalty: 4255.390625
	Iteration 9Q: 3 clusters Score -690496.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -690520.500000 Penalty: 4255.390625
	Iteration 10Q: 3 clusters Score -690520.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -690537.937500 Penalty: 4255.390625
	Iteration 11Q: 3 clusters Score -690537.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -690563.375000 Penalty: 4255.390625
	Iteration 12Q: 3 clusters Score -690563.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -690590.437500 Penalty: 4255.390625
	Iteration 13Q: 3 clusters Score -690590.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -690609.062500 Penalty: 4255.390625
	Iteration 14Q: 3 clusters Score -690609.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -690636.187500 Penalty: 4255.390625
	Iteration 15Q: 3 clusters Score -690636.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -690663.937500 Penalty: 4255.390625
	Iteration 16Q: 3 clusters Score -690663.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -690682.312500 Penalty: 4255.390625
	Iteration 17Q: 3 clusters Score -690682.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -690702.687500 Penalty: 4255.390625
	Iteration 18Q: 3 clusters Score -690702.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -690723.687500 Penalty: 4255.390625
	Iteration 19Q: 3 clusters Score -690723.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -690747.375000 Penalty: 4255.390625
	Iteration 20F: 3 clusters Score -690747.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -690774.187500 Penalty: 4255.390625
	Iteration 21Q: 3 clusters Score -690774.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -690787.687500 Penalty: 4255.390625
	Iteration 22Q: 3 clusters Score -690787.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -690808.875000 Penalty: 4255.390625
	Iteration 23Q: 3 clusters Score -690808.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -690833.437500 Penalty: 4255.390625
	Iteration 24Q: 3 clusters Score -690833.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -690861.062500 Penalty: 4255.390625
	Iteration 25Q: 3 clusters Score -690861.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -690886.375000 Penalty: 4255.390625
	Iteration 26Q: 3 clusters Score -690886.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -690913.625000 Penalty: 4255.390625
	Iteration 27Q: 3 clusters Score -690913.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -690948.500000 Penalty: 4255.390625
	Iteration 28Q: 3 clusters Score -690948.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -690982.812500 Penalty: 4255.390625
	Iteration 29Q: 3 clusters Score -690982.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -691018.625000 Penalty: 4255.390625
	Iteration 30Q: 3 clusters Score -691018.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -691054.125000 Penalty: 4255.390625
	Iteration 31Q: 3 clusters Score -691054.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -691080.750000 Penalty: 4255.390625
	Iteration 32Q: 3 clusters Score -691080.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -691109.187500 Penalty: 4255.390625
	Iteration 33Q: 3 clusters Score -691109.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -691135.250000 Penalty: 4255.390625
	Iteration 34Q: 3 clusters Score -691135.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -691155.812500 Penalty: 4255.390625
	Iteration 35Q: 3 clusters Score -691155.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -691176.687500 Penalty: 4255.390625
	Iteration 36Q: 3 clusters Score -691176.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -691199.250000 Penalty: 4255.390625
	Iteration 37Q: 3 clusters Score -691199.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -691221.312500 Penalty: 4255.390625
	Iteration 38Q: 3 clusters Score -691221.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -691245.250000 Penalty: 4255.390625
	Iteration 39Q: 3 clusters Score -691245.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -691264.375000 Penalty: 4255.390625
	Iteration 40F: 3 clusters Score -691264.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -691283.000000 Penalty: 4255.390625
	Iteration 41Q: 3 clusters Score -691283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -691291.937500 Penalty: 4255.390625
	Iteration 42Q: 3 clusters Score -691291.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -691307.562500 Penalty: 4255.390625
	Iteration 43Q: 3 clusters Score -691307.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -691320.312500 Penalty: 4255.390625
	Iteration 44Q: 3 clusters Score -691320.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -691327.125000 Penalty: 4255.390625
	Iteration 45Q: 3 clusters Score -691327.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -691337.312500 Penalty: 4255.390625
	Iteration 46Q: 3 clusters Score -691337.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -691347.000000 Penalty: 4255.390625
	Iteration 47Q: 3 clusters Score -691347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -691356.187500 Penalty: 4255.390625
	Iteration 48Q: 3 clusters Score -691356.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -691368.375000 Penalty: 4255.390625
	Iteration 49Q: 3 clusters Score -691368.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -691378.250000 Penalty: 4255.390625
	Iteration 50Q: 3 clusters Score -691378.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -691391.687500 Penalty: 4255.390625
	Iteration 51Q: 3 clusters Score -691391.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -691400.500000 Penalty: 4255.390625
	Iteration 52Q: 3 clusters Score -691400.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -691411.437500 Penalty: 4255.390625
	Iteration 53Q: 3 clusters Score -691411.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -691424.687500 Penalty: 4255.390625
	Iteration 54Q: 3 clusters Score -691424.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -691433.187500 Penalty: 4255.390625
	Iteration 55Q: 3 clusters Score -691433.2 nChanged 10
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: -691440.125000 Penalty: 4255.390625
	Iteration 56Q: 3 clusters Score -691440.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -691445.687500 Penalty: 4255.390625
	Iteration 57Q: 3 clusters Score -691445.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -691451.750000 Penalty: 4255.390625
	Iteration 58Q: 3 clusters Score -691451.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -691453.625000 Penalty: 4255.390625
	Iteration 59Q: 3 clusters Score -691453.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -691455.687500 Penalty: 4255.390625
	Iteration 60F: 3 clusters Score -691455.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -691456.312500 Penalty: 4255.390625
	Iteration 61Q: 3 clusters Score -691456.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -691457.312500 Penalty: 4255.390625
	Iteration 62Q: 3 clusters Score -691457.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -691459.437500 Penalty: 4255.390625
	Iteration 63Q: 3 clusters Score -691459.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -691459.437500 Penalty: 4255.390625
	Iteration 64F: 3 clusters Score -691459.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Entering Unmasked Estep 
Score: -1382581.000000 Penalty: 2307.959229
	Iteration 0F: 2 clusters Score -1382581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1374323.875000 Penalty: 4615.918457
	Iteration 0F: 3 clusters Score -1374324 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1376800.750000 Penalty: 4615.918457
	Iteration 1F: 3 clusters Score -1376801 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1377186.375000 Penalty: 4615.918457
	Iteration 2F: 3 clusters Score -1377186 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1377460.500000 Penalty: 4615.918457
	Iteration 3F: 3 clusters Score -1377460 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1377703.125000 Penalty: 4615.918457
	Iteration 4Q: 3 clusters Score -1377703 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1377918.750000 Penalty: 4615.918457
	Iteration 5Q: 3 clusters Score -1377919 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1378118.500000 Penalty: 4615.918457
	Iteration 6Q: 3 clusters Score -1378118 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1378298.625000 Penalty: 4615.918457
	Iteration 7Q: 3 clusters Score -1378299 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1378494.250000 Penalty: 4615.918457
	Iteration 8Q: 3 clusters Score -1378494 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1378703.625000 Penalty: 4615.918457
	Iteration 9Q: 3 clusters Score -1378704 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1378902.500000 Penalty: 4615.918457
	Iteration 10Q: 3 clusters Score -1378902 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1379096.125000 Penalty: 4615.918457
	Iteration 11Q: 3 clusters Score -1379096 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1379288.125000 Penalty: 4615.918457
	Iteration 12Q: 3 clusters Score -1379288 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1379460.250000 Penalty: 4615.918457
	Iteration 13Q: 3 clusters Score -1379460 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1379620.750000 Penalty: 4615.918457
	Iteration 14Q: 3 clusters Score -1379621 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1379756.750000 Penalty: 4615.918457
	Iteration 15Q: 3 clusters Score -1379757 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1379863.750000 Penalty: 4615.918457
	Iteration 16Q: 3 clusters Score -1379864 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1379962.250000 Penalty: 4615.918457
	Iteration 17Q: 3 clusters Score -1379962 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1380046.000000 Penalty: 4615.918457
	Iteration 18Q: 3 clusters Score -1380046 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1380128.000000 Penalty: 4615.918457
	Iteration 19Q: 3 clusters Score -1380128 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1380206.750000 Penalty: 4615.918457
	Iteration 20F: 3 clusters Score -1380207 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1380277.500000 Penalty: 4615.918457
	Iteration 21Q: 3 clusters Score -1380278 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1380314.375000 Penalty: 4615.918457
	Iteration 22Q: 3 clusters Score -1380314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1380342.250000 Penalty: 4615.918457
	Iteration 23Q: 3 clusters Score -1380342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1380378.250000 Penalty: 4615.918457
	Iteration 24Q: 3 clusters Score -1380378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1380407.000000 Penalty: 4615.918457
	Iteration 25Q: 3 clusters Score -1380407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1380426.750000 Penalty: 4615.918457
	Iteration 26Q: 3 clusters Score -1380427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1380443.375000 Penalty: 4615.918457
	Iteration 27Q: 3 clusters Score -1380443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1380450.250000 Penalty: 4615.918457
	Iteration 28Q: 3 clusters Score -1380450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1380460.875000 Penalty: 4615.918457
	Iteration 29Q: 3 clusters Score -1380461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1380466.625000 Penalty: 4615.918457
	Iteration 30Q: 3 clusters Score -1380467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1380473.375000 Penalty: 4615.918457
	Iteration 31Q: 3 clusters Score -1380473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1380481.125000 Penalty: 4615.918457
	Iteration 32Q: 3 clusters Score -1380481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1380483.250000 Penalty: 4615.918457
	Iteration 33Q: 3 clusters Score -1380483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1380485.625000 Penalty: 4615.918457
	Iteration 34Q: 3 clusters Score -1380486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1380491.500000 Penalty: 4615.918457
	Iteration 35Q: 3 clusters Score -1380492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1380494.625000 Penalty: 4615.918457
	Iteration 36Q: 3 clusters Score -1380495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1380498.375000 Penalty: 4615.918457
	Iteration 37Q: 3 clusters Score -1380498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1380501.500000 Penalty: 4615.918457
	Iteration 38Q: 3 clusters Score -1380502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1380504.500000 Penalty: 4615.918457
	Iteration 39Q: 3 clusters Score -1380504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1380509.500000 Penalty: 4615.918457
	Iteration 40F: 3 clusters Score -1380510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1380516.375000 Penalty: 4615.918457
	Iteration 41Q: 3 clusters Score -1380516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1380523.000000 Penalty: 4615.918457
	Iteration 42Q: 3 clusters Score -1380523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1380527.375000 Penalty: 4615.918457
	Iteration 43Q: 3 clusters Score -1380527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1380531.750000 Penalty: 4615.918457
	Iteration 44Q: 3 clusters Score -1380532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1380539.625000 Penalty: 4615.918457
	Iteration 45Q: 3 clusters Score -1380540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1380544.875000 Penalty: 4615.918457
	Iteration 46Q: 3 clusters Score -1380545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1380547.500000 Penalty: 4615.918457
	Iteration 47Q: 3 clusters Score -1380548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1380550.750000 Penalty: 4615.918457
	Iteration 48Q: 3 clusters Score -1380551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1380550.750000 Penalty: 4615.918457
	Iteration 49F: 3 clusters Score -1380551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Entering Unmasked Estep 
Score: -730263.187500 Penalty: 2139.259766
	Iteration 0F: 2 clusters Score -730263.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -725369.125000 Penalty: 4278.519531
	Iteration 0F: 3 clusters Score -725369.1 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -726513.187500 Penalty: 4278.519531
	Iteration 1F: 3 clusters Score -726513.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -726722.437500 Penalty: 4278.519531
	Iteration 2F: 3 clusters Score -726722.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -726865.437500 Penalty: 4278.519531
	Iteration 3Q: 3 clusters Score -726865.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -726942.625000 Penalty: 4278.519531
	Iteration 4Q: 3 clusters Score -726942.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -726995.187500 Penalty: 4278.519531
	Iteration 5Q: 3 clusters Score -726995.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -727033.750000 Penalty: 4278.519531
	Iteration 6Q: 3 clusters Score -727033.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -727061.437500 Penalty: 4278.519531
	Iteration 7Q: 3 clusters Score -727061.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -727089.187500 Penalty: 4278.519531
	Iteration 8Q: 3 clusters Score -727089.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -727117.625000 Penalty: 4278.519531
	Iteration 9Q: 3 clusters Score -727117.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -727138.000000 Penalty: 4278.519531
	Iteration 10Q: 3 clusters Score -727138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -727154.000000 Penalty: 4278.519531
	Iteration 11Q: 3 clusters Score -727154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -727166.937500 Penalty: 4278.519531
	Iteration 12Q: 3 clusters Score -727166.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -727179.875000 Penalty: 4278.519531
	Iteration 13Q: 3 clusters Score -727179.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -727191.000000 Penalty: 4278.519531
	Iteration 14Q: 3 clusters Score -727191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -727200.562500 Penalty: 4278.519531
	Iteration 15Q: 3 clusters Score -727200.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -727205.937500 Penalty: 4278.519531
	Iteration 16Q: 3 clusters Score -727205.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -727211.562500 Penalty: 4278.519531
	Iteration 17Q: 3 clusters Score -727211.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -727216.562500 Penalty: 4278.519531
	Iteration 18Q: 3 clusters Score -727216.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -727219.750000 Penalty: 4278.519531
	Iteration 19Q: 3 clusters Score -727219.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -727223.437500 Penalty: 4278.519531
	Iteration 20F: 3 clusters Score -727223.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -727227.687500 Penalty: 4278.519531
	Iteration 21Q: 3 clusters Score -727227.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -727231.687500 Penalty: 4278.519531
	Iteration 22Q: 3 clusters Score -727231.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -727234.937500 Penalty: 4278.519531
	Iteration 23Q: 3 clusters Score -727234.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -727237.375000 Penalty: 4278.519531
	Iteration 24Q: 3 clusters Score -727237.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -727238.875000 Penalty: 4278.519531
	Iteration 25Q: 3 clusters Score -727238.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -727240.500000 Penalty: 4278.519531
	Iteration 26Q: 3 clusters Score -727240.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -727240.687500 Penalty: 4278.519531
	Iteration 27Q: 3 clusters Score -727240.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -727244.375000 Penalty: 4278.519531
	Iteration 28Q: 3 clusters Score -727244.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -727245.562500 Penalty: 4278.519531
	Iteration 29Q: 3 clusters Score -727245.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -727247.187500 Penalty: 4278.519531
	Iteration 30Q: 3 clusters Score -727247.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -727245.625000 Penalty: 4278.519531
	Iteration 31Q: 3 clusters Score -727245.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -727249.625000 Penalty: 4278.519531
	Iteration 32Q: 3 clusters Score -727249.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -727250.375000 Penalty: 4278.519531
	Iteration 33Q: 3 clusters Score -727250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -727251.687500 Penalty: 4278.519531
	Iteration 34Q: 3 clusters Score -727251.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -727250.687500 Penalty: 4278.519531
	Iteration 35Q: 3 clusters Score -727250.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -727251.750000 Penalty: 4278.519531
	Iteration 36Q: 3 clusters Score -727251.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -727253.625000 Penalty: 4278.519531
	Iteration 37Q: 3 clusters Score -727253.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -727254.187500 Penalty: 4278.519531
	Iteration 38Q: 3 clusters Score -727254.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -727253.312500 Penalty: 4278.519531
	Iteration 39Q: 3 clusters Score -727253.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -727254.812500 Penalty: 4278.519531
	Iteration 40F: 3 clusters Score -727254.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -727257.687500 Penalty: 4278.519531
	Iteration 41Q: 3 clusters Score -727257.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -727256.375000 Penalty: 4278.519531
	Iteration 42Q: 3 clusters Score -727256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -727256.375000 Penalty: 4278.519531
	Iteration 43Q: 3 clusters Score -727256.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -727256.812500 Penalty: 4278.519531
	Iteration 44Q: 3 clusters Score -727256.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -727256.812500 Penalty: 4278.519531
	Iteration 45F: 3 clusters Score -727256.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Entering Unmasked Estep 
Score: -4779567.500000 Penalty: 2605.697998
	Iteration 0F: 2 clusters Score -4779568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -4754698.500000 Penalty: 5211.395996
	Iteration 0F: 3 clusters Score -4754698 nChanged 16634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -4763693.500000 Penalty: 5211.395996
	Iteration 1F: 3 clusters Score -4763694 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -4764154.500000 Penalty: 5211.395996
	Iteration 2Q: 3 clusters Score -4764154 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -4764633.000000 Penalty: 5211.395996
	Iteration 3Q: 3 clusters Score -4764633 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -4765123.000000 Penalty: 5211.395996
	Iteration 4Q: 3 clusters Score -4765123 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -4765646.500000 Penalty: 5211.395996
	Iteration 5Q: 3 clusters Score -4765646 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -4766311.000000 Penalty: 5211.395996
	Iteration 6Q: 3 clusters Score -4766311 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -4767126.000000 Penalty: 5211.395996
	Iteration 7Q: 3 clusters Score -4767126 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -4768117.000000 Penalty: 5211.395996
	Iteration 8F: 3 clusters Score -4768117 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -4769323.500000 Penalty: 5211.395996
	Iteration 9F: 3 clusters Score -4769324 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -4770743.000000 Penalty: 5211.395996
	Iteration 10F: 3 clusters Score -4770743 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -4772181.500000 Penalty: 5211.395996
	Iteration 11F: 3 clusters Score -4772182 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -4773454.000000 Penalty: 5211.395996
	Iteration 12Q: 3 clusters Score -4773454 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -4774366.000000 Penalty: 5211.395996
	Iteration 13Q: 3 clusters Score -4774366 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -4774934.500000 Penalty: 5211.395996
	Iteration 14Q: 3 clusters Score -4774934 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -4775258.500000 Penalty: 5211.395996
	Iteration 15Q: 3 clusters Score -4775258 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -4775480.000000 Penalty: 5211.395996
	Iteration 16Q: 3 clusters Score -4775480 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -4775622.500000 Penalty: 5211.395996
	Iteration 17Q: 3 clusters Score -4775622 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -4775722.500000 Penalty: 5211.395996
	Iteration 18Q: 3 clusters Score -4775722 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -4775820.500000 Penalty: 5211.395996
	Iteration 19Q: 3 clusters Score -4775820 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -4775891.000000 Penalty: 5211.395996
	Iteration 20F: 3 clusters Score -4775891 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -4775996.000000 Penalty: 5211.395996
	Iteration 21Q: 3 clusters Score -4775996 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -4776119.000000 Penalty: 5211.395996
	Iteration 22Q: 3 clusters Score -4776119 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -4776223.500000 Penalty: 5211.395996
	Iteration 23Q: 3 clusters Score -4776224 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -4776341.500000 Penalty: 5211.395996
	Iteration 24Q: 3 clusters Score -4776342 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -4776477.000000 Penalty: 5211.395996
	Iteration 25Q: 3 clusters Score -4776477 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -4776598.500000 Penalty: 5211.395996
	Iteration 26Q: 3 clusters Score -4776598 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -4776700.500000 Penalty: 5211.395996
	Iteration 27Q: 3 clusters Score -4776700 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -4776793.500000 Penalty: 5211.395996
	Iteration 28Q: 3 clusters Score -4776794 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -4776845.500000 Penalty: 5211.395996
	Iteration 29Q: 3 clusters Score -4776846 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -4776902.500000 Penalty: 5211.395996
	Iteration 30Q: 3 clusters Score -4776902 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4776962.500000 Penalty: 5211.395996
	Iteration 31Q: 3 clusters Score -4776962 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -4776997.000000 Penalty: 5211.395996
	Iteration 32Q: 3 clusters Score -4776997 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -4777059.500000 Penalty: 5211.395996
	Iteration 33Q: 3 clusters Score -4777060 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -4777095.000000 Penalty: 5211.395996
	Iteration 34Q: 3 clusters Score -4777095 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -4777144.500000 Penalty: 5211.395996
	Iteration 35Q: 3 clusters Score -4777144 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4777180.500000 Penalty: 5211.395996
	Iteration 36Q: 3 clusters Score -4777180 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -4777223.000000 Penalty: 5211.395996
	Iteration 37Q: 3 clusters Score -4777223 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -4777267.000000 Penalty: 5211.395996
	Iteration 38Q: 3 clusters Score -4777267 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -4777282.000000 Penalty: 5211.395996
	Iteration 39Q: 3 clusters Score -4777282 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -4777307.500000 Penalty: 5211.395996
	Iteration 40F: 3 clusters Score -4777308 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -4777301.000000 Penalty: 5211.395996
	Iteration 41Q: 3 clusters Score -4777301 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -4777339.500000 Penalty: 5211.395996
	Iteration 42Q: 3 clusters Score -4777340 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4777344.500000 Penalty: 5211.395996
	Iteration 43Q: 3 clusters Score -4777344 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -4777346.000000 Penalty: 5211.395996
	Iteration 44Q: 3 clusters Score -4777346 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -4777351.000000 Penalty: 5211.395996
	Iteration 45Q: 3 clusters Score -4777351 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -4777348.500000 Penalty: 5211.395996
	Iteration 46Q: 3 clusters Score -4777348 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -4777349.000000 Penalty: 5211.395996
	Iteration 47Q: 3 clusters Score -4777349 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -4777361.500000 Penalty: 5211.395996
	Iteration 48Q: 3 clusters Score -4777362 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -4777369.000000 Penalty: 5211.395996
	Iteration 49Q: 3 clusters Score -4777369 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -4777390.500000 Penalty: 5211.395996
	Iteration 50Q: 3 clusters Score -4777390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -4777404.000000 Penalty: 5211.395996
	Iteration 51Q: 3 clusters Score -4777404 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -4777394.000000 Penalty: 5211.395996
	Iteration 52Q: 3 clusters Score -4777394 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -4777395.500000 Penalty: 5211.395996
	Iteration 53Q: 3 clusters Score -4777396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -4777402.500000 Penalty: 5211.395996
	Iteration 54Q: 3 clusters Score -4777402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -4777398.000000 Penalty: 5211.395996
	Iteration 55Q: 3 clusters Score -4777398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -4777405.500000 Penalty: 5211.395996
	Iteration 56Q: 3 clusters Score -4777406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -4777403.000000 Penalty: 5211.395996
	Iteration 57Q: 3 clusters Score -4777403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -4777395.000000 Penalty: 5211.395996
	Iteration 58Q: 3 clusters Score -4777395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -4777404.000000 Penalty: 5211.395996
	Iteration 59Q: 3 clusters Score -4777404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -4777414.500000 Penalty: 5211.395996
	Iteration 60F: 3 clusters Score -4777414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -4777421.500000 Penalty: 5211.395996
	Iteration 61Q: 3 clusters Score -4777422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -4777428.500000 Penalty: 5211.395996
	Iteration 62Q: 3 clusters Score -4777428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -4777431.000000 Penalty: 5211.395996
	Iteration 63Q: 3 clusters Score -4777431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -4777432.000000 Penalty: 5211.395996
	Iteration 64Q: 3 clusters Score -4777432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -4777433.500000 Penalty: 5211.395996
	Iteration 65Q: 3 clusters Score -4777434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4777436.000000 Penalty: 5211.395996
	Iteration 66Q: 3 clusters Score -4777436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -4777435.500000 Penalty: 5211.395996
	Iteration 67Q: 3 clusters Score -4777436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -4777441.500000 Penalty: 5211.395996
	Iteration 68Q: 3 clusters Score -4777442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -4777453.000000 Penalty: 5211.395996
	Iteration 69Q: 3 clusters Score -4777453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -4777449.000000 Penalty: 5211.395996
	Iteration 70Q: 3 clusters Score -4777449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -4777444.000000 Penalty: 5211.395996
	Iteration 71Q: 3 clusters Score -4777444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -4777446.000000 Penalty: 5211.395996
	Iteration 72Q: 3 clusters Score -4777446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -4777450.000000 Penalty: 5211.395996
	Iteration 73Q: 3 clusters Score -4777450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -4777443.500000 Penalty: 5211.395996
	Iteration 74Q: 3 clusters Score -4777444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -4777442.500000 Penalty: 5211.395996
	Iteration 75Q: 3 clusters Score -4777442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -4777440.500000 Penalty: 5211.395996
	Iteration 76Q: 3 clusters Score -4777440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -4777449.000000 Penalty: 5211.395996
	Iteration 77Q: 3 clusters Score -4777449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -4777450.000000 Penalty: 5211.395996
	Iteration 78Q: 3 clusters Score -4777450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -4777453.500000 Penalty: 5211.395996
	Iteration 79Q: 3 clusters Score -4777454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -4777461.000000 Penalty: 5211.395996
	Iteration 80F: 3 clusters Score -4777461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -4777467.500000 Penalty: 5211.395996
	Iteration 81Q: 3 clusters Score -4777468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -4777466.000000 Penalty: 5211.395996
	Iteration 82Q: 3 clusters Score -4777466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -4777473.000000 Penalty: 5211.395996
	Iteration 83Q: 3 clusters Score -4777473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -4777471.000000 Penalty: 5211.395996
	Iteration 84Q: 3 clusters Score -4777471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -4777469.500000 Penalty: 5211.395996
	Iteration 85Q: 3 clusters Score -4777470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -4777479.500000 Penalty: 5211.395996
	Iteration 86Q: 3 clusters Score -4777480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -4777473.500000 Penalty: 5211.395996
	Iteration 87Q: 3 clusters Score -4777474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -4777474.500000 Penalty: 5211.395996
	Iteration 88Q: 3 clusters Score -4777474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -4777480.500000 Penalty: 5211.395996
	Iteration 89Q: 3 clusters Score -4777480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -4777463.500000 Penalty: 5211.395996
	Iteration 90Q: 3 clusters Score -4777464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -4777466.500000 Penalty: 5211.395996
	Iteration 91Q: 3 clusters Score -4777466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -4777474.500000 Penalty: 5211.395996
	Iteration 92Q: 3 clusters Score -4777474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -4777489.500000 Penalty: 5211.395996
	Iteration 93Q: 3 clusters Score -4777490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -4777487.000000 Penalty: 5211.395996
	Iteration 94Q: 3 clusters Score -4777487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -4777476.500000 Penalty: 5211.395996
	Iteration 95Q: 3 clusters Score -4777476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -4777484.500000 Penalty: 5211.395996
	Iteration 96Q: 3 clusters Score -4777484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -4777475.000000 Penalty: 5211.395996
	Iteration 97Q: 3 clusters Score -4777475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -4777478.500000 Penalty: 5211.395996
	Iteration 98Q: 3 clusters Score -4777478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -4777483.000000 Penalty: 5211.395996
	Iteration 99Q: 3 clusters Score -4777483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -4777475.000000 Penalty: 5211.395996
	Iteration 100F: 3 clusters Score -4777475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -4777474.500000 Penalty: 5211.395996
	Iteration 101Q: 3 clusters Score -4777474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -4777483.000000 Penalty: 5211.395996
	Iteration 102Q: 3 clusters Score -4777483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -4777489.000000 Penalty: 5211.395996
	Iteration 103Q: 3 clusters Score -4777489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -4777494.000000 Penalty: 5211.395996
	Iteration 104Q: 3 clusters Score -4777494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -4777497.000000 Penalty: 5211.395996
	Iteration 105Q: 3 clusters Score -4777497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -4777494.000000 Penalty: 5211.395996
	Iteration 106Q: 3 clusters Score -4777494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -4777501.000000 Penalty: 5211.395996
	Iteration 107Q: 3 clusters Score -4777501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -4777493.000000 Penalty: 5211.395996
	Iteration 108Q: 3 clusters Score -4777493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -4777499.500000 Penalty: 5211.395996
	Iteration 109Q: 3 clusters Score -4777500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -4777500.000000 Penalty: 5211.395996
	Iteration 110Q: 3 clusters Score -4777500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -4777495.500000 Penalty: 5211.395996
	Iteration 111Q: 3 clusters Score -4777496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -4777509.500000 Penalty: 5211.395996
	Iteration 112Q: 3 clusters Score -4777510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -4777515.000000 Penalty: 5211.395996
	Iteration 113Q: 3 clusters Score -4777515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -4777521.500000 Penalty: 5211.395996
	Iteration 114Q: 3 clusters Score -4777522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -4777526.500000 Penalty: 5211.395996
	Iteration 115Q: 3 clusters Score -4777526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -4777527.500000 Penalty: 5211.395996
	Iteration 116Q: 3 clusters Score -4777528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -4777521.500000 Penalty: 5211.395996
	Iteration 117Q: 3 clusters Score -4777522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -4777524.500000 Penalty: 5211.395996
	Iteration 118Q: 3 clusters Score -4777524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -4777526.000000 Penalty: 5211.395996
	Iteration 119Q: 3 clusters Score -4777526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -4777525.000000 Penalty: 5211.395996
	Iteration 120F: 3 clusters Score -4777525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -4777522.500000 Penalty: 5211.395996
	Iteration 121Q: 3 clusters Score -4777522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -4777523.500000 Penalty: 5211.395996
	Iteration 122Q: 3 clusters Score -4777524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -4777528.000000 Penalty: 5211.395996
	Iteration 123Q: 3 clusters Score -4777528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -4777517.500000 Penalty: 5211.395996
	Iteration 124Q: 3 clusters Score -4777518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -4777514.500000 Penalty: 5211.395996
	Iteration 125Q: 3 clusters Score -4777514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -4777519.000000 Penalty: 5211.395996
	Iteration 126Q: 3 clusters Score -4777519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -4777506.500000 Penalty: 5211.395996
	Iteration 127Q: 3 clusters Score -4777506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -4777512.000000 Penalty: 5211.395996
	Iteration 128Q: 3 clusters Score -4777512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -4777512.500000 Penalty: 5211.395996
	Iteration 129Q: 3 clusters Score -4777512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -4777514.500000 Penalty: 5211.395996
	Iteration 130Q: 3 clusters Score -4777514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -4777515.000000 Penalty: 5211.395996
	Iteration 131Q: 3 clusters Score -4777515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -4777516.000000 Penalty: 5211.395996
	Iteration 132Q: 3 clusters Score -4777516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -4777518.000000 Penalty: 5211.395996
	Iteration 133Q: 3 clusters Score -4777518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -4777520.500000 Penalty: 5211.395996
	Iteration 134Q: 3 clusters Score -4777520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -4777513.500000 Penalty: 5211.395996
	Iteration 135Q: 3 clusters Score -4777514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -4777527.500000 Penalty: 5211.395996
	Iteration 136Q: 3 clusters Score -4777528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -4777525.500000 Penalty: 5211.395996
	Iteration 137Q: 3 clusters Score -4777526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -4777529.000000 Penalty: 5211.395996
	Iteration 138Q: 3 clusters Score -4777529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -4777523.500000 Penalty: 5211.395996
	Iteration 139Q: 3 clusters Score -4777524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -4777519.500000 Penalty: 5211.395996
	Iteration 140F: 3 clusters Score -4777520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Entering Unmasked Estep 
Score: -1696033.250000 Penalty: 2347.872559
	Iteration 0F: 2 clusters Score -1696033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1686597.000000 Penalty: 4695.745117
	Iteration 0F: 3 clusters Score -1686597 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1689371.875000 Penalty: 4695.745117
	Iteration 1F: 3 clusters Score -1689372 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1689726.625000 Penalty: 4695.745117
	Iteration 2F: 3 clusters Score -1689727 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1689975.125000 Penalty: 4695.745117
	Iteration 3F: 3 clusters Score -1689975 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1690173.750000 Penalty: 4695.745117
	Iteration 4Q: 3 clusters Score -1690174 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1690372.875000 Penalty: 4695.745117
	Iteration 5Q: 3 clusters Score -1690373 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1690565.875000 Penalty: 4695.745117
	Iteration 6Q: 3 clusters Score -1690566 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1690791.250000 Penalty: 4695.745117
	Iteration 7Q: 3 clusters Score -1690791 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1691061.125000 Penalty: 4695.745117
	Iteration 8Q: 3 clusters Score -1691061 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1691340.500000 Penalty: 4695.745117
	Iteration 9Q: 3 clusters Score -1691340 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1691618.875000 Penalty: 4695.745117
	Iteration 10Q: 3 clusters Score -1691619 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1691857.625000 Penalty: 4695.745117
	Iteration 11Q: 3 clusters Score -1691858 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1692070.250000 Penalty: 4695.745117
	Iteration 12Q: 3 clusters Score -1692070 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1692281.500000 Penalty: 4695.745117
	Iteration 13Q: 3 clusters Score -1692282 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1692468.625000 Penalty: 4695.745117
	Iteration 14Q: 3 clusters Score -1692469 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1692672.375000 Penalty: 4695.745117
	Iteration 15Q: 3 clusters Score -1692672 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1692916.000000 Penalty: 4695.745117
	Iteration 16Q: 3 clusters Score -1692916 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1693164.875000 Penalty: 4695.745117
	Iteration 17Q: 3 clusters Score -1693165 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1693361.375000 Penalty: 4695.745117
	Iteration 18Q: 3 clusters Score -1693361 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1693481.625000 Penalty: 4695.745117
	Iteration 19Q: 3 clusters Score -1693482 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1693584.125000 Penalty: 4695.745117
	Iteration 20F: 3 clusters Score -1693584 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1693647.625000 Penalty: 4695.745117
	Iteration 21Q: 3 clusters Score -1693648 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1693713.500000 Penalty: 4695.745117
	Iteration 22Q: 3 clusters Score -1693714 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1693750.250000 Penalty: 4695.745117
	Iteration 23Q: 3 clusters Score -1693750 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1693800.250000 Penalty: 4695.745117
	Iteration 24Q: 3 clusters Score -1693800 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1693829.750000 Penalty: 4695.745117
	Iteration 25Q: 3 clusters Score -1693830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1693847.625000 Penalty: 4695.745117
	Iteration 26Q: 3 clusters Score -1693848 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1693872.500000 Penalty: 4695.745117
	Iteration 27Q: 3 clusters Score -1693872 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1693890.875000 Penalty: 4695.745117
	Iteration 28Q: 3 clusters Score -1693891 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1693908.250000 Penalty: 4695.745117
	Iteration 29Q: 3 clusters Score -1693908 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1693925.375000 Penalty: 4695.745117
	Iteration 30Q: 3 clusters Score -1693925 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1693935.000000 Penalty: 4695.745117
	Iteration 31Q: 3 clusters Score -1693935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1693950.875000 Penalty: 4695.745117
	Iteration 32Q: 3 clusters Score -1693951 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1693969.500000 Penalty: 4695.745117
	Iteration 33Q: 3 clusters Score -1693970 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1693989.125000 Penalty: 4695.745117
	Iteration 34Q: 3 clusters Score -1693989 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1694008.375000 Penalty: 4695.745117
	Iteration 35Q: 3 clusters Score -1694008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1694020.875000 Penalty: 4695.745117
	Iteration 36Q: 3 clusters Score -1694021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1694030.250000 Penalty: 4695.745117
	Iteration 37Q: 3 clusters Score -1694030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1694042.250000 Penalty: 4695.745117
	Iteration 38Q: 3 clusters Score -1694042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1694048.125000 Penalty: 4695.745117
	Iteration 39Q: 3 clusters Score -1694048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1694056.750000 Penalty: 4695.745117
	Iteration 40F: 3 clusters Score -1694057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1694059.875000 Penalty: 4695.745117
	Iteration 41Q: 3 clusters Score -1694060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1694058.500000 Penalty: 4695.745117
	Iteration 42Q: 3 clusters Score -1694058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1694061.500000 Penalty: 4695.745117
	Iteration 43Q: 3 clusters Score -1694062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1694065.250000 Penalty: 4695.745117
	Iteration 44Q: 3 clusters Score -1694065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1694066.375000 Penalty: 4695.745117
	Iteration 45Q: 3 clusters Score -1694066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1694073.375000 Penalty: 4695.745117
	Iteration 46Q: 3 clusters Score -1694073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1694073.625000 Penalty: 4695.745117
	Iteration 47Q: 3 clusters Score -1694074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1694070.625000 Penalty: 4695.745117
	Iteration 48Q: 3 clusters Score -1694071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1694078.250000 Penalty: 4695.745117
	Iteration 49Q: 3 clusters Score -1694078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1694078.375000 Penalty: 4695.745117
	Iteration 50Q: 3 clusters Score -1694078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1694086.375000 Penalty: 4695.745117
	Iteration 51Q: 3 clusters Score -1694086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1694086.250000 Penalty: 4695.745117
	Iteration 52Q: 3 clusters Score -1694086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1694089.250000 Penalty: 4695.745117
	Iteration 53Q: 3 clusters Score -1694089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1694091.750000 Penalty: 4695.745117
	Iteration 54Q: 3 clusters Score -1694092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1694093.875000 Penalty: 4695.745117
	Iteration 55Q: 3 clusters Score -1694094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1694095.375000 Penalty: 4695.745117
	Iteration 56Q: 3 clusters Score -1694095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1694096.875000 Penalty: 4695.745117
	Iteration 57Q: 3 clusters Score -1694097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1694100.250000 Penalty: 4695.745117
	Iteration 58Q: 3 clusters Score -1694100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1694102.000000 Penalty: 4695.745117
	Iteration 59Q: 3 clusters Score -1694102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1694099.625000 Penalty: 4695.745117
	Iteration 60F: 3 clusters Score -1694100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1694102.000000 Penalty: 4695.745117
	Iteration 61Q: 3 clusters Score -1694102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1694100.875000 Penalty: 4695.745117
	Iteration 62Q: 3 clusters Score -1694101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1694100.875000 Penalty: 4695.745117
	Iteration 63F: 3 clusters Score -1694101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -58419.281250 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -58419.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56930.765625 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -56930.77 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57097.183594 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -57097.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57126.656250 Penalty: 3063.229980
	Iteration 2Q: 3 clusters Score -57126.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57147.753906 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -57147.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57164.996094 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -57165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57182.585938 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -57182.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57189.796875 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -57189.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57189.796875 Penalty: 3063.229980
	Iteration 7F: 3 clusters Score -57189.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Entering Unmasked Estep 
Score: -5676193.000000 Penalty: 2656.667969
	Iteration 0F: 2 clusters Score -5676193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -5645870.000000 Penalty: 5313.335938
	Iteration 0F: 3 clusters Score -5645870 nChanged 20772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -5657410.500000 Penalty: 5313.335938
	Iteration 1F: 3 clusters Score -5657410 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -5658240.500000 Penalty: 5313.335938
	Iteration 2Q: 3 clusters Score -5658240 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -5659236.500000 Penalty: 5313.335938
	Iteration 3F: 3 clusters Score -5659236 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -5660633.000000 Penalty: 5313.335938
	Iteration 4F: 3 clusters Score -5660633 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -5662341.000000 Penalty: 5313.335938
	Iteration 5F: 3 clusters Score -5662341 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -5664377.500000 Penalty: 5313.335938
	Iteration 6F: 3 clusters Score -5664378 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -5666562.500000 Penalty: 5313.335938
	Iteration 7F: 3 clusters Score -5666562 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -5668531.000000 Penalty: 5313.335938
	Iteration 8F: 3 clusters Score -5668531 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -5670011.500000 Penalty: 5313.335938
	Iteration 9Q: 3 clusters Score -5670012 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -5671200.500000 Penalty: 5313.335938
	Iteration 10Q: 3 clusters Score -5671200 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -5672143.000000 Penalty: 5313.335938
	Iteration 11Q: 3 clusters Score -5672143 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -5672774.500000 Penalty: 5313.335938
	Iteration 12Q: 3 clusters Score -5672774 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -5673165.500000 Penalty: 5313.335938
	Iteration 13Q: 3 clusters Score -5673166 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -5673420.000000 Penalty: 5313.335938
	Iteration 14Q: 3 clusters Score -5673420 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -5673533.000000 Penalty: 5313.335938
	Iteration 15Q: 3 clusters Score -5673533 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -5673635.000000 Penalty: 5313.335938
	Iteration 16Q: 3 clusters Score -5673635 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -5673695.500000 Penalty: 5313.335938
	Iteration 17Q: 3 clusters Score -5673696 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -5673725.500000 Penalty: 5313.335938
	Iteration 18Q: 3 clusters Score -5673726 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -5673737.000000 Penalty: 5313.335938
	Iteration 19Q: 3 clusters Score -5673737 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -5673755.500000 Penalty: 5313.335938
	Iteration 20F: 3 clusters Score -5673756 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -5673775.000000 Penalty: 5313.335938
	Iteration 21Q: 3 clusters Score -5673775 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -5673788.000000 Penalty: 5313.335938
	Iteration 22Q: 3 clusters Score -5673788 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -5673812.500000 Penalty: 5313.335938
	Iteration 23Q: 3 clusters Score -5673812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -5673821.500000 Penalty: 5313.335938
	Iteration 24Q: 3 clusters Score -5673822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5673819.500000 Penalty: 5313.335938
	Iteration 25Q: 3 clusters Score -5673820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -5673847.000000 Penalty: 5313.335938
	Iteration 26Q: 3 clusters Score -5673847 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5673849.500000 Penalty: 5313.335938
	Iteration 27Q: 3 clusters Score -5673850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -5673864.500000 Penalty: 5313.335938
	Iteration 28Q: 3 clusters Score -5673864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5673876.000000 Penalty: 5313.335938
	Iteration 29Q: 3 clusters Score -5673876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -5673875.500000 Penalty: 5313.335938
	Iteration 30Q: 3 clusters Score -5673876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -5673876.000000 Penalty: 5313.335938
	Iteration 31Q: 3 clusters Score -5673876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -5673873.000000 Penalty: 5313.335938
	Iteration 32Q: 3 clusters Score -5673873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -5673879.500000 Penalty: 5313.335938
	Iteration 33Q: 3 clusters Score -5673880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -5673884.500000 Penalty: 5313.335938
	Iteration 34Q: 3 clusters Score -5673884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -5673889.500000 Penalty: 5313.335938
	Iteration 35Q: 3 clusters Score -5673890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -5673878.000000 Penalty: 5313.335938
	Iteration 36Q: 3 clusters Score -5673878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -5673891.000000 Penalty: 5313.335938
	Iteration 37Q: 3 clusters Score -5673891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5673887.500000 Penalty: 5313.335938
	Iteration 38Q: 3 clusters Score -5673888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -5673897.000000 Penalty: 5313.335938
	Iteration 39Q: 3 clusters Score -5673897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -5673890.500000 Penalty: 5313.335938
	Iteration 40F: 3 clusters Score -5673890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -5673896.000000 Penalty: 5313.335938
	Iteration 41Q: 3 clusters Score -5673896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5673896.000000 Penalty: 5313.335938
	Iteration 42Q: 3 clusters Score -5673896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5673899.000000 Penalty: 5313.335938
	Iteration 43Q: 3 clusters Score -5673899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -5673908.000000 Penalty: 5313.335938
	Iteration 44Q: 3 clusters Score -5673908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -5673909.000000 Penalty: 5313.335938
	Iteration 45Q: 3 clusters Score -5673909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5673916.500000 Penalty: 5313.335938
	Iteration 46Q: 3 clusters Score -5673916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5673923.500000 Penalty: 5313.335938
	Iteration 47Q: 3 clusters Score -5673924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -5673921.000000 Penalty: 5313.335938
	Iteration 48Q: 3 clusters Score -5673921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5673922.000000 Penalty: 5313.335938
	Iteration 49Q: 3 clusters Score -5673922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5673918.000000 Penalty: 5313.335938
	Iteration 50Q: 3 clusters Score -5673918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5673918.000000 Penalty: 5313.335938
	Iteration 51Q: 3 clusters Score -5673918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -5673918.500000 Penalty: 5313.335938
	Iteration 52Q: 3 clusters Score -5673918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5673917.000000 Penalty: 5313.335938
	Iteration 53Q: 3 clusters Score -5673917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5673912.500000 Penalty: 5313.335938
	Iteration 54Q: 3 clusters Score -5673912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -5673914.500000 Penalty: 5313.335938
	Iteration 55Q: 3 clusters Score -5673914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -5673915.000000 Penalty: 5313.335938
	Iteration 56Q: 3 clusters Score -5673915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5673919.500000 Penalty: 5313.335938
	Iteration 57Q: 3 clusters Score -5673920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -5673920.000000 Penalty: 5313.335938
	Iteration 58Q: 3 clusters Score -5673920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -5673924.500000 Penalty: 5313.335938
	Iteration 59Q: 3 clusters Score -5673924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5673923.000000 Penalty: 5313.335938
	Iteration 60F: 3 clusters Score -5673923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -5673926.500000 Penalty: 5313.335938
	Iteration 61Q: 3 clusters Score -5673926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -5673928.500000 Penalty: 5313.335938
	Iteration 62Q: 3 clusters Score -5673928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -5673925.000000 Penalty: 5313.335938
	Iteration 63Q: 3 clusters Score -5673925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -5673929.000000 Penalty: 5313.335938
	Iteration 64Q: 3 clusters Score -5673929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5673932.000000 Penalty: 5313.335938
	Iteration 65Q: 3 clusters Score -5673932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -5673935.500000 Penalty: 5313.335938
	Iteration 66Q: 3 clusters Score -5673936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5673935.000000 Penalty: 5313.335938
	Iteration 67Q: 3 clusters Score -5673935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5673935.000000 Penalty: 5313.335938
	Iteration 68Q: 3 clusters Score -5673935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -5673934.500000 Penalty: 5313.335938
	Iteration 69Q: 3 clusters Score -5673934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5673939.500000 Penalty: 5313.335938
	Iteration 70Q: 3 clusters Score -5673940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -5673925.500000 Penalty: 5313.335938
	Iteration 71Q: 3 clusters Score -5673926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -5673932.500000 Penalty: 5313.335938
	Iteration 72Q: 3 clusters Score -5673932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -5673931.500000 Penalty: 5313.335938
	Iteration 73Q: 3 clusters Score -5673932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5673939.000000 Penalty: 5313.335938
	Iteration 74Q: 3 clusters Score -5673939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -5673936.500000 Penalty: 5313.335938
	Iteration 75Q: 3 clusters Score -5673936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5673930.500000 Penalty: 5313.335938
	Iteration 76Q: 3 clusters Score -5673930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -5673928.000000 Penalty: 5313.335938
	Iteration 77Q: 3 clusters Score -5673928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -5673933.500000 Penalty: 5313.335938
	Iteration 78Q: 3 clusters Score -5673934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -5673932.500000 Penalty: 5313.335938
	Iteration 79Q: 3 clusters Score -5673932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -5673932.500000 Penalty: 5313.335938
	Iteration 80F: 3 clusters Score -5673932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -103913.218750 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -103913.2 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 439 members 
Entering Unmasked Estep 
Score: -102181.492188 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -102181.5 nChanged 216
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: -102533.320312 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -102533.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -102764.718750 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -102764.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -102964.007812 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -102964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103105.078125 Penalty: 3385.966553
	Iteration 4F: 3 clusters Score -103105.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -103231.812500 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -103231.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -103430.242188 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -103430.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -103649.562500 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -103649.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -104071.617188 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -104071.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -104449.890625 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -104449.9 nChanged 21
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: -104579.507812 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -104579.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104643.921875 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -104643.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -104712.046875 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -104712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -104784.484375 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -104784.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -104796.843750 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -104796.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -104799.453125 Penalty: 3385.966553
	Iteration 15Q: 3 clusters Score -104799.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -104799.453125 Penalty: 3385.966553
	Iteration 16F: 3 clusters Score -104799.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 14405 members 
Mstep: Class 3 contains 6163 members 
Mstep: Class 4 contains 161487 members 
Mstep: Class 5 contains 274429 members 
Mstep: Class 6 contains 13406 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54615 members 
Mstep: Class 11 contains 5321 members 
Mstep: Class 12 contains 11007 members 
Mstep: Class 13 contains 5575 members 
Mstep: Class 14 contains 36565 members 
Mstep: Class 15 contains 12929 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44908 members 
Mstep: Class 18 contains 519 members 
Mstep: Class 19 contains 13241 members 
Mstep: Class 20 contains 12393 members 
Mstep: Class 21 contains 13892 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 799 members 
Mstep: Class 27 contains 403 members 
Entering Unmasked Estep 
Score: -90827496.000000 Penalty: 90278.039062
Splitting cluster 18 changes total score from -90828176.000000 to -90827496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (13241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Entering Unmasked Estep 
Score: -1753501.875000 Penalty: 2353.786133
	Iteration 0F: 2 clusters Score -1753502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1743823.875000 Penalty: 4707.572266
	Iteration 0F: 3 clusters Score -1743824 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1746728.125000 Penalty: 4707.572266
	Iteration 1F: 3 clusters Score -1746728 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1746982.500000 Penalty: 4707.572266
	Iteration 2F: 3 clusters Score -1746982 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1747153.875000 Penalty: 4707.572266
	Iteration 3Q: 3 clusters Score -1747154 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1747290.500000 Penalty: 4707.572266
	Iteration 4Q: 3 clusters Score -1747290 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1747391.875000 Penalty: 4707.572266
	Iteration 5Q: 3 clusters Score -1747392 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1747478.375000 Penalty: 4707.572266
	Iteration 6Q: 3 clusters Score -1747478 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1747568.500000 Penalty: 4707.572266
	Iteration 7Q: 3 clusters Score -1747568 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1747645.000000 Penalty: 4707.572266
	Iteration 8Q: 3 clusters Score -1747645 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1747712.500000 Penalty: 4707.572266
	Iteration 9Q: 3 clusters Score -1747712 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1747786.875000 Penalty: 4707.572266
	Iteration 10Q: 3 clusters Score -1747787 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1747856.375000 Penalty: 4707.572266
	Iteration 11Q: 3 clusters Score -1747856 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1747942.375000 Penalty: 4707.572266
	Iteration 12Q: 3 clusters Score -1747942 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1748033.500000 Penalty: 4707.572266
	Iteration 13Q: 3 clusters Score -1748034 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1748143.750000 Penalty: 4707.572266
	Iteration 14Q: 3 clusters Score -1748144 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1748272.250000 Penalty: 4707.572266
	Iteration 15Q: 3 clusters Score -1748272 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1748418.250000 Penalty: 4707.572266
	Iteration 16Q: 3 clusters Score -1748418 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1748586.375000 Penalty: 4707.572266
	Iteration 17Q: 3 clusters Score -1748586 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1748800.750000 Penalty: 4707.572266
	Iteration 18Q: 3 clusters Score -1748801 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1749048.625000 Penalty: 4707.572266
	Iteration 19Q: 3 clusters Score -1749049 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1749354.875000 Penalty: 4707.572266
	Iteration 20F: 3 clusters Score -1749355 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1749717.250000 Penalty: 4707.572266
	Iteration 21Q: 3 clusters Score -1749717 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1750105.125000 Penalty: 4707.572266
	Iteration 22Q: 3 clusters Score -1750105 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1750439.750000 Penalty: 4707.572266
	Iteration 23Q: 3 clusters Score -1750440 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1750689.500000 Penalty: 4707.572266
	Iteration 24Q: 3 clusters Score -1750690 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1750871.625000 Penalty: 4707.572266
	Iteration 25Q: 3 clusters Score -1750872 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1751027.500000 Penalty: 4707.572266
	Iteration 26Q: 3 clusters Score -1751028 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1751131.000000 Penalty: 4707.572266
	Iteration 27Q: 3 clusters Score -1751131 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1751194.500000 Penalty: 4707.572266
	Iteration 28Q: 3 clusters Score -1751194 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1751258.250000 Penalty: 4707.572266
	Iteration 29Q: 3 clusters Score -1751258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1751299.375000 Penalty: 4707.572266
	Iteration 30Q: 3 clusters Score -1751299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1751334.750000 Penalty: 4707.572266
	Iteration 31Q: 3 clusters Score -1751335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1751355.875000 Penalty: 4707.572266
	Iteration 32Q: 3 clusters Score -1751356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1751372.625000 Penalty: 4707.572266
	Iteration 33Q: 3 clusters Score -1751373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1751388.750000 Penalty: 4707.572266
	Iteration 34Q: 3 clusters Score -1751389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1751388.750000 Penalty: 4707.572266
	Iteration 35Q: 3 clusters Score -1751389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1751393.500000 Penalty: 4707.572266
	Iteration 36Q: 3 clusters Score -1751394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1751396.125000 Penalty: 4707.572266
	Iteration 37Q: 3 clusters Score -1751396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1751399.750000 Penalty: 4707.572266
	Iteration 38Q: 3 clusters Score -1751400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1751404.000000 Penalty: 4707.572266
	Iteration 39Q: 3 clusters Score -1751404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1751408.250000 Penalty: 4707.572266
	Iteration 40F: 3 clusters Score -1751408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1751420.625000 Penalty: 4707.572266
	Iteration 41Q: 3 clusters Score -1751421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1751429.125000 Penalty: 4707.572266
	Iteration 42Q: 3 clusters Score -1751429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1751435.750000 Penalty: 4707.572266
	Iteration 43Q: 3 clusters Score -1751436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1751442.625000 Penalty: 4707.572266
	Iteration 44Q: 3 clusters Score -1751443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1751454.375000 Penalty: 4707.572266
	Iteration 45Q: 3 clusters Score -1751454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1751458.875000 Penalty: 4707.572266
	Iteration 46Q: 3 clusters Score -1751459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1751464.125000 Penalty: 4707.572266
	Iteration 47Q: 3 clusters Score -1751464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1751464.000000 Penalty: 4707.572266
	Iteration 48Q: 3 clusters Score -1751464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1751464.750000 Penalty: 4707.572266
	Iteration 49Q: 3 clusters Score -1751465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1751464.750000 Penalty: 4707.572266
	Iteration 50F: 3 clusters Score -1751465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Entering Unmasked Estep 
Score: -1484358.375000 Penalty: 2337.371826
	Iteration 0F: 2 clusters Score -1484358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1475201.375000 Penalty: 4674.743652
	Iteration 0F: 3 clusters Score -1475201 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1478147.375000 Penalty: 4674.743652
	Iteration 1F: 3 clusters Score -1478147 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1478516.625000 Penalty: 4674.743652
	Iteration 2F: 3 clusters Score -1478517 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1478829.375000 Penalty: 4674.743652
	Iteration 3F: 3 clusters Score -1478829 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1479062.875000 Penalty: 4674.743652
	Iteration 4Q: 3 clusters Score -1479063 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1479227.625000 Penalty: 4674.743652
	Iteration 5Q: 3 clusters Score -1479228 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1479401.625000 Penalty: 4674.743652
	Iteration 6Q: 3 clusters Score -1479402 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1479578.125000 Penalty: 4674.743652
	Iteration 7Q: 3 clusters Score -1479578 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1479771.750000 Penalty: 4674.743652
	Iteration 8Q: 3 clusters Score -1479772 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1480015.375000 Penalty: 4674.743652
	Iteration 9Q: 3 clusters Score -1480015 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1480276.125000 Penalty: 4674.743652
	Iteration 10Q: 3 clusters Score -1480276 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1480537.500000 Penalty: 4674.743652
	Iteration 11Q: 3 clusters Score -1480538 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1480864.375000 Penalty: 4674.743652
	Iteration 12Q: 3 clusters Score -1480864 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1481183.625000 Penalty: 4674.743652
	Iteration 13Q: 3 clusters Score -1481184 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1481466.250000 Penalty: 4674.743652
	Iteration 14Q: 3 clusters Score -1481466 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1481676.875000 Penalty: 4674.743652
	Iteration 15Q: 3 clusters Score -1481677 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1481840.000000 Penalty: 4674.743652
	Iteration 16Q: 3 clusters Score -1481840 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1481966.000000 Penalty: 4674.743652
	Iteration 17Q: 3 clusters Score -1481966 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1482080.250000 Penalty: 4674.743652
	Iteration 18Q: 3 clusters Score -1482080 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1482152.625000 Penalty: 4674.743652
	Iteration 19Q: 3 clusters Score -1482153 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1482202.250000 Penalty: 4674.743652
	Iteration 20F: 3 clusters Score -1482202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1482228.375000 Penalty: 4674.743652
	Iteration 21Q: 3 clusters Score -1482228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1482251.625000 Penalty: 4674.743652
	Iteration 22Q: 3 clusters Score -1482252 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1482272.000000 Penalty: 4674.743652
	Iteration 23Q: 3 clusters Score -1482272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1482291.375000 Penalty: 4674.743652
	Iteration 24Q: 3 clusters Score -1482291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1482310.000000 Penalty: 4674.743652
	Iteration 25Q: 3 clusters Score -1482310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1482323.250000 Penalty: 4674.743652
	Iteration 26Q: 3 clusters Score -1482323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1482338.875000 Penalty: 4674.743652
	Iteration 27Q: 3 clusters Score -1482339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1482341.375000 Penalty: 4674.743652
	Iteration 28Q: 3 clusters Score -1482341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1482344.625000 Penalty: 4674.743652
	Iteration 29Q: 3 clusters Score -1482345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1482351.625000 Penalty: 4674.743652
	Iteration 30Q: 3 clusters Score -1482352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1482355.375000 Penalty: 4674.743652
	Iteration 31Q: 3 clusters Score -1482355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1482360.375000 Penalty: 4674.743652
	Iteration 32Q: 3 clusters Score -1482360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1482364.625000 Penalty: 4674.743652
	Iteration 33Q: 3 clusters Score -1482365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1482369.000000 Penalty: 4674.743652
	Iteration 34Q: 3 clusters Score -1482369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1482374.875000 Penalty: 4674.743652
	Iteration 35Q: 3 clusters Score -1482375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1482376.625000 Penalty: 4674.743652
	Iteration 36Q: 3 clusters Score -1482377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1482377.375000 Penalty: 4674.743652
	Iteration 37Q: 3 clusters Score -1482377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1482380.500000 Penalty: 4674.743652
	Iteration 38Q: 3 clusters Score -1482380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1482382.875000 Penalty: 4674.743652
	Iteration 39Q: 3 clusters Score -1482383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1482385.375000 Penalty: 4674.743652
	Iteration 40F: 3 clusters Score -1482385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1482385.000000 Penalty: 4674.743652
	Iteration 41Q: 3 clusters Score -1482385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1482385.000000 Penalty: 4674.743652
	Iteration 42F: 3 clusters Score -1482385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Entering Unmasked Estep 
Score: -1786358.375000 Penalty: 2365.688965
	Iteration 0F: 2 clusters Score -1786358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1776161.375000 Penalty: 4731.377930
	Iteration 0F: 3 clusters Score -1776161 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1779536.875000 Penalty: 4731.377930
	Iteration 1F: 3 clusters Score -1779537 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1780171.000000 Penalty: 4731.377930
	Iteration 2F: 3 clusters Score -1780171 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1780818.375000 Penalty: 4731.377930
	Iteration 3F: 3 clusters Score -1780818 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1781470.000000 Penalty: 4731.377930
	Iteration 4F: 3 clusters Score -1781470 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1782126.500000 Penalty: 4731.377930
	Iteration 5F: 3 clusters Score -1782126 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1782683.750000 Penalty: 4731.377930
	Iteration 6F: 3 clusters Score -1782684 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1783087.625000 Penalty: 4731.377930
	Iteration 7Q: 3 clusters Score -1783088 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1783374.875000 Penalty: 4731.377930
	Iteration 8Q: 3 clusters Score -1783375 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1783575.750000 Penalty: 4731.377930
	Iteration 9Q: 3 clusters Score -1783576 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1783704.000000 Penalty: 4731.377930
	Iteration 10Q: 3 clusters Score -1783704 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1783784.500000 Penalty: 4731.377930
	Iteration 11Q: 3 clusters Score -1783784 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1783858.375000 Penalty: 4731.377930
	Iteration 12Q: 3 clusters Score -1783858 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1783916.750000 Penalty: 4731.377930
	Iteration 13Q: 3 clusters Score -1783917 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1783965.875000 Penalty: 4731.377930
	Iteration 14Q: 3 clusters Score -1783966 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1784002.000000 Penalty: 4731.377930
	Iteration 15Q: 3 clusters Score -1784002 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1784045.500000 Penalty: 4731.377930
	Iteration 16Q: 3 clusters Score -1784046 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1784077.750000 Penalty: 4731.377930
	Iteration 17Q: 3 clusters Score -1784078 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1784116.125000 Penalty: 4731.377930
	Iteration 18Q: 3 clusters Score -1784116 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1784144.000000 Penalty: 4731.377930
	Iteration 19Q: 3 clusters Score -1784144 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1784180.250000 Penalty: 4731.377930
	Iteration 20F: 3 clusters Score -1784180 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1784203.375000 Penalty: 4731.377930
	Iteration 21Q: 3 clusters Score -1784203 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1784222.375000 Penalty: 4731.377930
	Iteration 22Q: 3 clusters Score -1784222 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1784247.750000 Penalty: 4731.377930
	Iteration 23Q: 3 clusters Score -1784248 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1784265.000000 Penalty: 4731.377930
	Iteration 24Q: 3 clusters Score -1784265 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1784283.000000 Penalty: 4731.377930
	Iteration 25Q: 3 clusters Score -1784283 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1784303.000000 Penalty: 4731.377930
	Iteration 26Q: 3 clusters Score -1784303 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1784324.000000 Penalty: 4731.377930
	Iteration 27Q: 3 clusters Score -1784324 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1784346.750000 Penalty: 4731.377930
	Iteration 28Q: 3 clusters Score -1784347 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1784369.625000 Penalty: 4731.377930
	Iteration 29Q: 3 clusters Score -1784370 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1784389.375000 Penalty: 4731.377930
	Iteration 30Q: 3 clusters Score -1784389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1784404.000000 Penalty: 4731.377930
	Iteration 31Q: 3 clusters Score -1784404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1784417.500000 Penalty: 4731.377930
	Iteration 32Q: 3 clusters Score -1784418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1784428.000000 Penalty: 4731.377930
	Iteration 33Q: 3 clusters Score -1784428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1784439.000000 Penalty: 4731.377930
	Iteration 34Q: 3 clusters Score -1784439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1784453.375000 Penalty: 4731.377930
	Iteration 35Q: 3 clusters Score -1784453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1784465.625000 Penalty: 4731.377930
	Iteration 36Q: 3 clusters Score -1784466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1784474.375000 Penalty: 4731.377930
	Iteration 37Q: 3 clusters Score -1784474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1784490.875000 Penalty: 4731.377930
	Iteration 38Q: 3 clusters Score -1784491 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1784510.000000 Penalty: 4731.377930
	Iteration 39Q: 3 clusters Score -1784510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1784519.250000 Penalty: 4731.377930
	Iteration 40F: 3 clusters Score -1784519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1784531.750000 Penalty: 4731.377930
	Iteration 41Q: 3 clusters Score -1784532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1784535.250000 Penalty: 4731.377930
	Iteration 42Q: 3 clusters Score -1784535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1784539.750000 Penalty: 4731.377930
	Iteration 43Q: 3 clusters Score -1784540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1784543.375000 Penalty: 4731.377930
	Iteration 44Q: 3 clusters Score -1784543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1784544.000000 Penalty: 4731.377930
	Iteration 45Q: 3 clusters Score -1784544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1784547.000000 Penalty: 4731.377930
	Iteration 46Q: 3 clusters Score -1784547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1784550.125000 Penalty: 4731.377930
	Iteration 47Q: 3 clusters Score -1784550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1784551.250000 Penalty: 4731.377930
	Iteration 48Q: 3 clusters Score -1784551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1784552.500000 Penalty: 4731.377930
	Iteration 49Q: 3 clusters Score -1784552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1784553.625000 Penalty: 4731.377930
	Iteration 50Q: 3 clusters Score -1784554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1784556.250000 Penalty: 4731.377930
	Iteration 51Q: 3 clusters Score -1784556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1784556.375000 Penalty: 4731.377930
	Iteration 52Q: 3 clusters Score -1784556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1784555.375000 Penalty: 4731.377930
	Iteration 53Q: 3 clusters Score -1784555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1784559.625000 Penalty: 4731.377930
	Iteration 54Q: 3 clusters Score -1784560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1784560.375000 Penalty: 4731.377930
	Iteration 55Q: 3 clusters Score -1784560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1784561.500000 Penalty: 4731.377930
	Iteration 56Q: 3 clusters Score -1784562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1784562.750000 Penalty: 4731.377930
	Iteration 57Q: 3 clusters Score -1784563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1784563.750000 Penalty: 4731.377930
	Iteration 58Q: 3 clusters Score -1784564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1784568.250000 Penalty: 4731.377930
	Iteration 59Q: 3 clusters Score -1784568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1784569.125000 Penalty: 4731.377930
	Iteration 60F: 3 clusters Score -1784569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1784571.375000 Penalty: 4731.377930
	Iteration 61Q: 3 clusters Score -1784571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1784574.875000 Penalty: 4731.377930
	Iteration 62Q: 3 clusters Score -1784575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1784570.750000 Penalty: 4731.377930
	Iteration 63Q: 3 clusters Score -1784571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1784575.125000 Penalty: 4731.377930
	Iteration 64Q: 3 clusters Score -1784575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1784575.375000 Penalty: 4731.377930
	Iteration 65Q: 3 clusters Score -1784575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1784575.375000 Penalty: 4731.377930
	Iteration 66F: 3 clusters Score -1784575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -43961.332031 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43961.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42562.703125 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -42562.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42772.214844 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -42772.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42967.968750 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -42967.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43132.351562 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -43132.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43302.847656 Penalty: 2993.598877
	Iteration 4F: 3 clusters Score -43302.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43475.382812 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -43475.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43543.316406 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -43543.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43580.675781 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -43580.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43622.636719 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -43622.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -43642.300781 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -43642.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43659.386719 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -43659.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43659.386719 Penalty: 2993.598877
	Iteration 11F: 3 clusters Score -43659.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Entering Unmasked Estep 
Score: -714335.812500 Penalty: 2144.671875
	Iteration 0F: 2 clusters Score -714335.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -709404.250000 Penalty: 4289.343750
	Iteration 0F: 3 clusters Score -709404.2 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -710655.875000 Penalty: 4289.343750
	Iteration 1F: 3 clusters Score -710655.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -710945.812500 Penalty: 4289.343750
	Iteration 2F: 3 clusters Score -710945.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -711223.312500 Penalty: 4289.343750
	Iteration 3F: 3 clusters Score -711223.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -711490.437500 Penalty: 4289.343750
	Iteration 4F: 3 clusters Score -711490.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -711753.375000 Penalty: 4289.343750
	Iteration 5F: 3 clusters Score -711753.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -711974.000000 Penalty: 4289.343750
	Iteration 6F: 3 clusters Score -711974 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -712156.500000 Penalty: 4289.343750
	Iteration 7Q: 3 clusters Score -712156.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -712318.750000 Penalty: 4289.343750
	Iteration 8Q: 3 clusters Score -712318.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -712462.937500 Penalty: 4289.343750
	Iteration 9Q: 3 clusters Score -712462.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -712587.500000 Penalty: 4289.343750
	Iteration 10Q: 3 clusters Score -712587.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -712678.250000 Penalty: 4289.343750
	Iteration 11Q: 3 clusters Score -712678.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -712749.875000 Penalty: 4289.343750
	Iteration 12Q: 3 clusters Score -712749.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -712803.750000 Penalty: 4289.343750
	Iteration 13Q: 3 clusters Score -712803.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -712848.625000 Penalty: 4289.343750
	Iteration 14Q: 3 clusters Score -712848.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -712892.000000 Penalty: 4289.343750
	Iteration 15Q: 3 clusters Score -712892 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -712928.437500 Penalty: 4289.343750
	Iteration 16Q: 3 clusters Score -712928.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -712965.312500 Penalty: 4289.343750
	Iteration 17Q: 3 clusters Score -712965.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -712988.312500 Penalty: 4289.343750
	Iteration 18Q: 3 clusters Score -712988.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -713003.187500 Penalty: 4289.343750
	Iteration 19Q: 3 clusters Score -713003.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -713015.375000 Penalty: 4289.343750
	Iteration 20F: 3 clusters Score -713015.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -713025.062500 Penalty: 4289.343750
	Iteration 21Q: 3 clusters Score -713025.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -713033.750000 Penalty: 4289.343750
	Iteration 22Q: 3 clusters Score -713033.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -713040.562500 Penalty: 4289.343750
	Iteration 23Q: 3 clusters Score -713040.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -713047.625000 Penalty: 4289.343750
	Iteration 24Q: 3 clusters Score -713047.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -713051.500000 Penalty: 4289.343750
	Iteration 25Q: 3 clusters Score -713051.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -713058.062500 Penalty: 4289.343750
	Iteration 26Q: 3 clusters Score -713058.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -713061.687500 Penalty: 4289.343750
	Iteration 27Q: 3 clusters Score -713061.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -713071.500000 Penalty: 4289.343750
	Iteration 28Q: 3 clusters Score -713071.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -713072.812500 Penalty: 4289.343750
	Iteration 29Q: 3 clusters Score -713072.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -713077.062500 Penalty: 4289.343750
	Iteration 30Q: 3 clusters Score -713077.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -713078.250000 Penalty: 4289.343750
	Iteration 31Q: 3 clusters Score -713078.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -713080.875000 Penalty: 4289.343750
	Iteration 32Q: 3 clusters Score -713080.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -713087.062500 Penalty: 4289.343750
	Iteration 33Q: 3 clusters Score -713087.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -713091.187500 Penalty: 4289.343750
	Iteration 34Q: 3 clusters Score -713091.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -713097.687500 Penalty: 4289.343750
	Iteration 35Q: 3 clusters Score -713097.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -713102.937500 Penalty: 4289.343750
	Iteration 36Q: 3 clusters Score -713102.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -713109.250000 Penalty: 4289.343750
	Iteration 37Q: 3 clusters Score -713109.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -713114.875000 Penalty: 4289.343750
	Iteration 38Q: 3 clusters Score -713114.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -713120.062500 Penalty: 4289.343750
	Iteration 39Q: 3 clusters Score -713120.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -713122.625000 Penalty: 4289.343750
	Iteration 40F: 3 clusters Score -713122.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -713124.375000 Penalty: 4289.343750
	Iteration 41Q: 3 clusters Score -713124.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -713127.125000 Penalty: 4289.343750
	Iteration 42Q: 3 clusters Score -713127.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -713127.000000 Penalty: 4289.343750
	Iteration 43Q: 3 clusters Score -713127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -713129.250000 Penalty: 4289.343750
	Iteration 44Q: 3 clusters Score -713129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -713129.437500 Penalty: 4289.343750
	Iteration 45Q: 3 clusters Score -713129.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -713129.437500 Penalty: 4289.343750
	Iteration 46F: 3 clusters Score -713129.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Entering Unmasked Estep 
Score: -1615164.250000 Penalty: 2340.948242
	Iteration 0F: 2 clusters Score -1615164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1605810.000000 Penalty: 4681.896484
	Iteration 0F: 3 clusters Score -1605810 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1608547.500000 Penalty: 4681.896484
	Iteration 1F: 3 clusters Score -1608548 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1608874.375000 Penalty: 4681.896484
	Iteration 2F: 3 clusters Score -1608874 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1609122.250000 Penalty: 4681.896484
	Iteration 3Q: 3 clusters Score -1609122 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1609297.500000 Penalty: 4681.896484
	Iteration 4Q: 3 clusters Score -1609298 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1609416.375000 Penalty: 4681.896484
	Iteration 5Q: 3 clusters Score -1609416 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1609516.750000 Penalty: 4681.896484
	Iteration 6Q: 3 clusters Score -1609517 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1609618.625000 Penalty: 4681.896484
	Iteration 7Q: 3 clusters Score -1609619 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1609722.875000 Penalty: 4681.896484
	Iteration 8Q: 3 clusters Score -1609723 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1609819.625000 Penalty: 4681.896484
	Iteration 9Q: 3 clusters Score -1609820 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1609956.875000 Penalty: 4681.896484
	Iteration 10Q: 3 clusters Score -1609957 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1610121.250000 Penalty: 4681.896484
	Iteration 11Q: 3 clusters Score -1610121 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1610349.750000 Penalty: 4681.896484
	Iteration 12Q: 3 clusters Score -1610350 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1610622.125000 Penalty: 4681.896484
	Iteration 13Q: 3 clusters Score -1610622 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1610961.875000 Penalty: 4681.896484
	Iteration 14Q: 3 clusters Score -1610962 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1611348.875000 Penalty: 4681.896484
	Iteration 15Q: 3 clusters Score -1611349 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1611738.750000 Penalty: 4681.896484
	Iteration 16Q: 3 clusters Score -1611739 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1612129.000000 Penalty: 4681.896484
	Iteration 17Q: 3 clusters Score -1612129 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1612439.750000 Penalty: 4681.896484
	Iteration 18Q: 3 clusters Score -1612440 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1612666.000000 Penalty: 4681.896484
	Iteration 19Q: 3 clusters Score -1612666 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1612831.375000 Penalty: 4681.896484
	Iteration 20F: 3 clusters Score -1612831 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1612919.375000 Penalty: 4681.896484
	Iteration 21Q: 3 clusters Score -1612919 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1612982.750000 Penalty: 4681.896484
	Iteration 22Q: 3 clusters Score -1612983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1613024.750000 Penalty: 4681.896484
	Iteration 23Q: 3 clusters Score -1613025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1613048.125000 Penalty: 4681.896484
	Iteration 24Q: 3 clusters Score -1613048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1613061.125000 Penalty: 4681.896484
	Iteration 25Q: 3 clusters Score -1613061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1613071.125000 Penalty: 4681.896484
	Iteration 26Q: 3 clusters Score -1613071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1613078.750000 Penalty: 4681.896484
	Iteration 27Q: 3 clusters Score -1613079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1613083.625000 Penalty: 4681.896484
	Iteration 28Q: 3 clusters Score -1613084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1613086.625000 Penalty: 4681.896484
	Iteration 29Q: 3 clusters Score -1613087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1613093.500000 Penalty: 4681.896484
	Iteration 30Q: 3 clusters Score -1613094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1613095.375000 Penalty: 4681.896484
	Iteration 31Q: 3 clusters Score -1613095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1613106.000000 Penalty: 4681.896484
	Iteration 32Q: 3 clusters Score -1613106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1613113.875000 Penalty: 4681.896484
	Iteration 33Q: 3 clusters Score -1613114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1613120.500000 Penalty: 4681.896484
	Iteration 34Q: 3 clusters Score -1613120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1613124.250000 Penalty: 4681.896484
	Iteration 35Q: 3 clusters Score -1613124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1613124.500000 Penalty: 4681.896484
	Iteration 36Q: 3 clusters Score -1613124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1613124.500000 Penalty: 4681.896484
	Iteration 37F: 3 clusters Score -1613124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -47200.082031 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -47200.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45781.242188 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -45781.24 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46026.582031 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -46026.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46134.156250 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -46134.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46222.085938 Penalty: 3040.009033
	Iteration 3Q: 3 clusters Score -46222.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46297.218750 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -46297.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46345.058594 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -46345.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46414.378906 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -46414.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46505.242188 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -46505.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46548.011719 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -46548.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46564.945312 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -46564.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46584.218750 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -46584.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46620.351562 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -46620.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46661.535156 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -46661.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46703.953125 Penalty: 3040.009033
	Iteration 13Q: 3 clusters Score -46703.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46718.253906 Penalty: 3040.009033
	Iteration 14Q: 3 clusters Score -46718.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46743.507812 Penalty: 3040.009033
	Iteration 15Q: 3 clusters Score -46743.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46747.632812 Penalty: 3040.009033
	Iteration 16Q: 3 clusters Score -46747.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46747.632812 Penalty: 3040.009033
	Iteration 17F: 3 clusters Score -46747.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -79613.265625 Penalty: 1657.473511
	Iteration 0F: 2 clusters Score -79613.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -77897.796875 Penalty: 3314.947021
	Iteration 0F: 3 clusters Score -77897.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78173.320312 Penalty: 3314.947021
	Iteration 1F: 3 clusters Score -78173.32 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78282.531250 Penalty: 3314.947021
	Iteration 2F: 3 clusters Score -78282.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78324.664062 Penalty: 3314.947021
	Iteration 3Q: 3 clusters Score -78324.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -78358.843750 Penalty: 3314.947021
	Iteration 4Q: 3 clusters Score -78358.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -78385.046875 Penalty: 3314.947021
	Iteration 5Q: 3 clusters Score -78385.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78405.328125 Penalty: 3314.947021
	Iteration 6Q: 3 clusters Score -78405.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78420.953125 Penalty: 3314.947021
	Iteration 7Q: 3 clusters Score -78420.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78435.382812 Penalty: 3314.947021
	Iteration 8Q: 3 clusters Score -78435.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -78450.554688 Penalty: 3314.947021
	Iteration 9Q: 3 clusters Score -78450.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -78467.015625 Penalty: 3314.947021
	Iteration 10Q: 3 clusters Score -78467.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -78476.656250 Penalty: 3314.947021
	Iteration 11Q: 3 clusters Score -78476.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -78487.804688 Penalty: 3314.947021
	Iteration 12Q: 3 clusters Score -78487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -78490.421875 Penalty: 3314.947021
	Iteration 13Q: 3 clusters Score -78490.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78497.320312 Penalty: 3314.947021
	Iteration 14Q: 3 clusters Score -78497.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -78507.875000 Penalty: 3314.947021
	Iteration 15Q: 3 clusters Score -78507.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -78528.515625 Penalty: 3314.947021
	Iteration 16Q: 3 clusters Score -78528.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -78545.289062 Penalty: 3314.947021
	Iteration 17Q: 3 clusters Score -78545.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -78556.765625 Penalty: 3314.947021
	Iteration 18Q: 3 clusters Score -78556.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -78562.914062 Penalty: 3314.947021
	Iteration 19Q: 3 clusters Score -78562.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -78573.757812 Penalty: 3314.947021
	Iteration 20F: 3 clusters Score -78573.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -78577.578125 Penalty: 3314.947021
	Iteration 21Q: 3 clusters Score -78577.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -78581.039062 Penalty: 3314.947021
	Iteration 22Q: 3 clusters Score -78581.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -78597.398438 Penalty: 3314.947021
	Iteration 23Q: 3 clusters Score -78597.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78605.328125 Penalty: 3314.947021
	Iteration 24Q: 3 clusters Score -78605.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78612.210938 Penalty: 3314.947021
	Iteration 25Q: 3 clusters Score -78612.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -78616.429688 Penalty: 3314.947021
	Iteration 26Q: 3 clusters Score -78616.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -78616.937500 Penalty: 3314.947021
	Iteration 27Q: 3 clusters Score -78616.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -78616.937500 Penalty: 3314.947021
	Iteration 28F: 3 clusters Score -78616.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 14405 members 
Mstep: Class 3 contains 6163 members 
Mstep: Class 4 contains 161487 members 
Mstep: Class 5 contains 274429 members 
Mstep: Class 6 contains 13406 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54615 members 
Mstep: Class 11 contains 5321 members 
Mstep: Class 12 contains 11007 members 
Mstep: Class 13 contains 5575 members 
Mstep: Class 14 contains 36565 members 
Mstep: Class 15 contains 12929 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44908 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13241 members 
Mstep: Class 20 contains 12393 members 
Mstep: Class 21 contains 13892 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12573 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828296.000000 Penalty: 86934.414062
Iteration 319Q: 27 clusters Score -9.08283e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 14406 members 
Mstep: Class 3 contains 6160 members 
Mstep: Class 4 contains 161481 members 
Mstep: Class 5 contains 274438 members 
Mstep: Class 6 contains 13409 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54611 members 
Mstep: Class 11 contains 5318 members 
Mstep: Class 12 contains 11008 members 
Mstep: Class 13 contains 5574 members 
Mstep: Class 14 contains 36566 members 
Mstep: Class 15 contains 12935 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44894 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13241 members 
Mstep: Class 20 contains 12394 members 
Mstep: Class 21 contains 13886 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12571 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828288.000000 Penalty: 86934.414062
Iteration 320F: 27 clusters Score -9.082829e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 14407 members 
Mstep: Class 3 contains 6151 members 
Mstep: Class 4 contains 161462 members 
Mstep: Class 5 contains 274462 members 
Mstep: Class 6 contains 13414 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54609 members 
Mstep: Class 11 contains 5317 members 
Mstep: Class 12 contains 11007 members 
Mstep: Class 13 contains 5574 members 
Mstep: Class 14 contains 36568 members 
Mstep: Class 15 contains 12939 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44878 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13240 members 
Mstep: Class 20 contains 12397 members 
Mstep: Class 21 contains 13883 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12569 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828296.000000 Penalty: 86934.414062
Iteration 321Q: 27 clusters Score -9.08283e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 14407 members 
Mstep: Class 3 contains 6143 members 
Mstep: Class 4 contains 161454 members 
Mstep: Class 5 contains 274476 members 
Mstep: Class 6 contains 13416 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54611 members 
Mstep: Class 11 contains 5315 members 
Mstep: Class 12 contains 11009 members 
Mstep: Class 13 contains 5574 members 
Mstep: Class 14 contains 36570 members 
Mstep: Class 15 contains 12943 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44860 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13238 members 
Mstep: Class 20 contains 12398 members 
Mstep: Class 21 contains 13880 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12568 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828312.000000 Penalty: 86934.414062
Iteration 322Q: 27 clusters Score -9.082831e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 14411 members 
Mstep: Class 3 contains 6135 members 
Mstep: Class 4 contains 161440 members 
Mstep: Class 5 contains 274490 members 
Mstep: Class 6 contains 13415 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54610 members 
Mstep: Class 11 contains 5313 members 
Mstep: Class 12 contains 11009 members 
Mstep: Class 13 contains 5574 members 
Mstep: Class 14 contains 36569 members 
Mstep: Class 15 contains 12945 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44846 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13242 members 
Mstep: Class 20 contains 12402 members 
Mstep: Class 21 contains 13877 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12568 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828280.000000 Penalty: 86934.414062
Iteration 323Q: 27 clusters Score -9.082828e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 14414 members 
Mstep: Class 3 contains 6131 members 
Mstep: Class 4 contains 161426 members 
Mstep: Class 5 contains 274503 members 
Mstep: Class 6 contains 13415 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54610 members 
Mstep: Class 11 contains 5312 members 
Mstep: Class 12 contains 11009 members 
Mstep: Class 13 contains 5574 members 
Mstep: Class 14 contains 36571 members 
Mstep: Class 15 contains 12947 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44841 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13245 members 
Mstep: Class 20 contains 12401 members 
Mstep: Class 21 contains 13873 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12566 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828248.000000 Penalty: 86934.414062
Iteration 324Q: 27 clusters Score -9.082825e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 14414 members 
Mstep: Class 3 contains 6126 members 
Mstep: Class 4 contains 161406 members 
Mstep: Class 5 contains 274522 members 
Mstep: Class 6 contains 13414 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54611 members 
Mstep: Class 11 contains 5308 members 
Mstep: Class 12 contains 11009 members 
Mstep: Class 13 contains 5573 members 
Mstep: Class 14 contains 36571 members 
Mstep: Class 15 contains 12949 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44829 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13251 members 
Mstep: Class 20 contains 12404 members 
Mstep: Class 21 contains 13871 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12564 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828168.000000 Penalty: 86934.414062
Iteration 325Q: 27 clusters Score -9.082817e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 14414 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 161396 members 
Mstep: Class 5 contains 274524 members 
Mstep: Class 6 contains 13415 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54612 members 
Mstep: Class 11 contains 5308 members 
Mstep: Class 12 contains 11009 members 
Mstep: Class 13 contains 5571 members 
Mstep: Class 14 contains 36571 members 
Mstep: Class 15 contains 12952 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44823 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13254 members 
Mstep: Class 20 contains 12405 members 
Mstep: Class 21 contains 13870 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12562 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828264.000000 Penalty: 86934.414062
Iteration 326Q: 27 clusters Score -9.082826e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 14414 members 
Mstep: Class 3 contains 6107 members 
Mstep: Class 4 contains 161384 members 
Mstep: Class 5 contains 274534 members 
Mstep: Class 6 contains 13416 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54612 members 
Mstep: Class 11 contains 5308 members 
Mstep: Class 12 contains 11009 members 
Mstep: Class 13 contains 5568 members 
Mstep: Class 14 contains 36569 members 
Mstep: Class 15 contains 12956 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44816 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13255 members 
Mstep: Class 20 contains 12405 members 
Mstep: Class 21 contains 13866 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12561 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828264.000000 Penalty: 86934.414062
Iteration 327Q: 27 clusters Score -9.082826e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 14416 members 
Mstep: Class 3 contains 6096 members 
Mstep: Class 4 contains 161371 members 
Mstep: Class 5 contains 274548 members 
Mstep: Class 6 contains 13412 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54614 members 
Mstep: Class 11 contains 5308 members 
Mstep: Class 12 contains 11009 members 
Mstep: Class 13 contains 5566 members 
Mstep: Class 14 contains 36568 members 
Mstep: Class 15 contains 12955 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44806 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13256 members 
Mstep: Class 20 contains 12406 members 
Mstep: Class 21 contains 13863 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12559 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828224.000000 Penalty: 86934.414062
Iteration 328Q: 27 clusters Score -9.082822e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 14418 members 
Mstep: Class 3 contains 6088 members 
Mstep: Class 4 contains 161361 members 
Mstep: Class 5 contains 274559 members 
Mstep: Class 6 contains 13412 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54614 members 
Mstep: Class 11 contains 5308 members 
Mstep: Class 12 contains 11008 members 
Mstep: Class 13 contains 5565 members 
Mstep: Class 14 contains 36568 members 
Mstep: Class 15 contains 12953 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44794 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13257 members 
Mstep: Class 20 contains 12406 members 
Mstep: Class 21 contains 13859 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12556 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828280.000000 Penalty: 86934.414062
Iteration 329Q: 27 clusters Score -9.082828e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 14418 members 
Mstep: Class 3 contains 6081 members 
Mstep: Class 4 contains 161356 members 
Mstep: Class 5 contains 274566 members 
Mstep: Class 6 contains 13411 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54614 members 
Mstep: Class 11 contains 5308 members 
Mstep: Class 12 contains 11008 members 
Mstep: Class 13 contains 5562 members 
Mstep: Class 14 contains 36564 members 
Mstep: Class 15 contains 12953 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44787 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13259 members 
Mstep: Class 20 contains 12406 members 
Mstep: Class 21 contains 13855 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12554 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828328.000000 Penalty: 86934.414062
Iteration 330Q: 27 clusters Score -9.082833e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 14418 members 
Mstep: Class 3 contains 6073 members 
Mstep: Class 4 contains 161350 members 
Mstep: Class 5 contains 274572 members 
Mstep: Class 6 contains 13413 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54613 members 
Mstep: Class 11 contains 5308 members 
Mstep: Class 12 contains 11009 members 
Mstep: Class 13 contains 5557 members 
Mstep: Class 14 contains 36561 members 
Mstep: Class 15 contains 12953 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44780 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13260 members 
Mstep: Class 20 contains 12405 members 
Mstep: Class 21 contains 13853 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12554 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828200.000000 Penalty: 86934.414062
Iteration 331Q: 27 clusters Score -9.08282e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 14418 members 
Mstep: Class 3 contains 6061 members 
Mstep: Class 4 contains 161344 members 
Mstep: Class 5 contains 274578 members 
Mstep: Class 6 contains 13412 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54613 members 
Mstep: Class 11 contains 5308 members 
Mstep: Class 12 contains 11011 members 
Mstep: Class 13 contains 5556 members 
Mstep: Class 14 contains 36562 members 
Mstep: Class 15 contains 12955 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44765 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13260 members 
Mstep: Class 20 contains 12410 members 
Mstep: Class 21 contains 13848 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12550 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828312.000000 Penalty: 86934.414062
Iteration 332Q: 27 clusters Score -9.082831e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 14418 members 
Mstep: Class 3 contains 6048 members 
Mstep: Class 4 contains 161334 members 
Mstep: Class 5 contains 274583 members 
Mstep: Class 6 contains 13410 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54613 members 
Mstep: Class 11 contains 5308 members 
Mstep: Class 12 contains 11012 members 
Mstep: Class 13 contains 5554 members 
Mstep: Class 14 contains 36560 members 
Mstep: Class 15 contains 12957 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44763 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13261 members 
Mstep: Class 20 contains 12413 members 
Mstep: Class 21 contains 13846 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12547 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828248.000000 Penalty: 86934.414062
Iteration 333Q: 27 clusters Score -9.082825e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 14419 members 
Mstep: Class 3 contains 6035 members 
Mstep: Class 4 contains 161333 members 
Mstep: Class 5 contains 274588 members 
Mstep: Class 6 contains 13410 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54610 members 
Mstep: Class 11 contains 5308 members 
Mstep: Class 12 contains 11012 members 
Mstep: Class 13 contains 5551 members 
Mstep: Class 14 contains 36562 members 
Mstep: Class 15 contains 12958 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44752 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13262 members 
Mstep: Class 20 contains 12415 members 
Mstep: Class 21 contains 13841 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12548 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828408.000000 Penalty: 86934.414062
Iteration 334Q: 27 clusters Score -9.082841e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 14423 members 
Mstep: Class 3 contains 6016 members 
Mstep: Class 4 contains 161335 members 
Mstep: Class 5 contains 274583 members 
Mstep: Class 6 contains 13410 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2312 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54610 members 
Mstep: Class 11 contains 5308 members 
Mstep: Class 12 contains 11013 members 
Mstep: Class 13 contains 5550 members 
Mstep: Class 14 contains 36563 members 
Mstep: Class 15 contains 12960 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44740 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13262 members 
Mstep: Class 20 contains 12415 members 
Mstep: Class 21 contains 13838 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12548 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828416.000000 Penalty: 86934.414062
Iteration 335Q: 27 clusters Score -9.082842e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 14427 members 
Mstep: Class 3 contains 6004 members 
Mstep: Class 4 contains 161340 members 
Mstep: Class 5 contains 274583 members 
Mstep: Class 6 contains 13409 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2312 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54609 members 
Mstep: Class 11 contains 5307 members 
Mstep: Class 12 contains 11012 members 
Mstep: Class 13 contains 5548 members 
Mstep: Class 14 contains 36563 members 
Mstep: Class 15 contains 12963 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44715 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13262 members 
Mstep: Class 20 contains 12415 members 
Mstep: Class 21 contains 13835 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12545 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828384.000000 Penalty: 86934.414062
Iteration 336Q: 27 clusters Score -9.082838e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 14429 members 
Mstep: Class 3 contains 5991 members 
Mstep: Class 4 contains 161341 members 
Mstep: Class 5 contains 274581 members 
Mstep: Class 6 contains 13405 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2312 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54609 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 11012 members 
Mstep: Class 13 contains 5546 members 
Mstep: Class 14 contains 36564 members 
Mstep: Class 15 contains 12966 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44690 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13262 members 
Mstep: Class 20 contains 12421 members 
Mstep: Class 21 contains 13834 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12542 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828352.000000 Penalty: 86934.414062
Iteration 337Q: 27 clusters Score -9.082835e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 14432 members 
Mstep: Class 3 contains 5988 members 
Mstep: Class 4 contains 161342 members 
Mstep: Class 5 contains 274581 members 
Mstep: Class 6 contains 13404 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54608 members 
Mstep: Class 11 contains 5304 members 
Mstep: Class 12 contains 11012 members 
Mstep: Class 13 contains 5544 members 
Mstep: Class 14 contains 36565 members 
Mstep: Class 15 contains 12967 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44667 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13262 members 
Mstep: Class 20 contains 12427 members 
Mstep: Class 21 contains 13834 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12540 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828384.000000 Penalty: 86934.414062
Iteration 338Q: 27 clusters Score -9.082838e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 14433 members 
Mstep: Class 3 contains 5983 members 
Mstep: Class 4 contains 161342 members 
Mstep: Class 5 contains 274578 members 
Mstep: Class 6 contains 13402 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54608 members 
Mstep: Class 11 contains 5304 members 
Mstep: Class 12 contains 11011 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36564 members 
Mstep: Class 15 contains 12971 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44635 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13262 members 
Mstep: Class 20 contains 12434 members 
Mstep: Class 21 contains 13831 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12538 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828440.000000 Penalty: 86934.414062
Iteration 339Q: 27 clusters Score -9.082844e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 14434 members 
Mstep: Class 3 contains 5976 members 
Mstep: Class 4 contains 161342 members 
Mstep: Class 5 contains 274569 members 
Mstep: Class 6 contains 13401 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54611 members 
Mstep: Class 11 contains 5304 members 
Mstep: Class 12 contains 11015 members 
Mstep: Class 13 contains 5542 members 
Mstep: Class 14 contains 36567 members 
Mstep: Class 15 contains 12977 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44609 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13263 members 
Mstep: Class 20 contains 12437 members 
Mstep: Class 21 contains 13827 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12530 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828504.000000 Penalty: 86934.414062
Iteration 340F: 27 clusters Score -9.08285e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 14435 members 
Mstep: Class 3 contains 5964 members 
Mstep: Class 4 contains 161343 members 
Mstep: Class 5 contains 274557 members 
Mstep: Class 6 contains 13399 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54612 members 
Mstep: Class 11 contains 5304 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 5540 members 
Mstep: Class 14 contains 36575 members 
Mstep: Class 15 contains 12977 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44596 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13263 members 
Mstep: Class 20 contains 12443 members 
Mstep: Class 21 contains 13822 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12523 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828480.000000 Penalty: 86934.414062
Iteration 341Q: 27 clusters Score -9.082848e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 14438 members 
Mstep: Class 3 contains 5952 members 
Mstep: Class 4 contains 161341 members 
Mstep: Class 5 contains 274543 members 
Mstep: Class 6 contains 13400 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 54614 members 
Mstep: Class 11 contains 5304 members 
Mstep: Class 12 contains 11020 members 
Mstep: Class 13 contains 5541 members 
Mstep: Class 14 contains 36582 members 
Mstep: Class 15 contains 12979 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44578 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13263 members 
Mstep: Class 20 contains 12446 members 
Mstep: Class 21 contains 13817 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12521 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828448.000000 Penalty: 86934.414062
Iteration 342Q: 27 clusters Score -9.082845e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 14441 members 
Mstep: Class 3 contains 5945 members 
Mstep: Class 4 contains 161349 members 
Mstep: Class 5 contains 274531 members 
Mstep: Class 6 contains 13400 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54613 members 
Mstep: Class 11 contains 5304 members 
Mstep: Class 12 contains 11021 members 
Mstep: Class 13 contains 5541 members 
Mstep: Class 14 contains 36584 members 
Mstep: Class 15 contains 12981 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44565 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13263 members 
Mstep: Class 20 contains 12447 members 
Mstep: Class 21 contains 13812 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12515 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828512.000000 Penalty: 86934.414062
Iteration 343Q: 27 clusters Score -9.082851e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 14442 members 
Mstep: Class 3 contains 5943 members 
Mstep: Class 4 contains 161352 members 
Mstep: Class 5 contains 274520 members 
Mstep: Class 6 contains 13399 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54613 members 
Mstep: Class 11 contains 5302 members 
Mstep: Class 12 contains 11025 members 
Mstep: Class 13 contains 5540 members 
Mstep: Class 14 contains 36584 members 
Mstep: Class 15 contains 12985 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44547 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13264 members 
Mstep: Class 20 contains 12451 members 
Mstep: Class 21 contains 13811 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12514 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828368.000000 Penalty: 86934.414062
Iteration 344Q: 27 clusters Score -9.082837e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 14442 members 
Mstep: Class 3 contains 5941 members 
Mstep: Class 4 contains 161364 members 
Mstep: Class 5 contains 274511 members 
Mstep: Class 6 contains 13395 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54612 members 
Mstep: Class 11 contains 5299 members 
Mstep: Class 12 contains 11030 members 
Mstep: Class 13 contains 5540 members 
Mstep: Class 14 contains 36585 members 
Mstep: Class 15 contains 12990 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44529 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13265 members 
Mstep: Class 20 contains 12456 members 
Mstep: Class 21 contains 13810 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12509 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828392.000000 Penalty: 86934.414062
Iteration 345Q: 27 clusters Score -9.082839e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 14444 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 161385 members 
Mstep: Class 5 contains 274494 members 
Mstep: Class 6 contains 13392 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54613 members 
Mstep: Class 11 contains 5289 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 5540 members 
Mstep: Class 14 contains 36584 members 
Mstep: Class 15 contains 12998 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44516 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13267 members 
Mstep: Class 20 contains 12455 members 
Mstep: Class 21 contains 13810 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12506 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828312.000000 Penalty: 86934.414062
Iteration 346Q: 27 clusters Score -9.082831e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 14447 members 
Mstep: Class 3 contains 5933 members 
Mstep: Class 4 contains 161392 members 
Mstep: Class 5 contains 274478 members 
Mstep: Class 6 contains 13392 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54612 members 
Mstep: Class 11 contains 5284 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 5540 members 
Mstep: Class 14 contains 36587 members 
Mstep: Class 15 contains 13003 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44508 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13268 members 
Mstep: Class 20 contains 12454 members 
Mstep: Class 21 contains 13808 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12502 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828352.000000 Penalty: 86934.414062
Iteration 347Q: 27 clusters Score -9.082835e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 14448 members 
Mstep: Class 3 contains 5928 members 
Mstep: Class 4 contains 161399 members 
Mstep: Class 5 contains 274477 members 
Mstep: Class 6 contains 13388 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54613 members 
Mstep: Class 11 contains 5276 members 
Mstep: Class 12 contains 11034 members 
Mstep: Class 13 contains 5541 members 
Mstep: Class 14 contains 36589 members 
Mstep: Class 15 contains 13004 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44491 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13268 members 
Mstep: Class 20 contains 12460 members 
Mstep: Class 21 contains 13803 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12496 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828368.000000 Penalty: 86934.414062
Iteration 348Q: 27 clusters Score -9.082837e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 14449 members 
Mstep: Class 3 contains 5924 members 
Mstep: Class 4 contains 161409 members 
Mstep: Class 5 contains 274477 members 
Mstep: Class 6 contains 13388 members 
Mstep: Class 7 contains 1013 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54610 members 
Mstep: Class 11 contains 5266 members 
Mstep: Class 12 contains 11036 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36590 members 
Mstep: Class 15 contains 13008 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 44469 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13266 members 
Mstep: Class 20 contains 12467 members 
Mstep: Class 21 contains 13801 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12490 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828376.000000 Penalty: 86934.414062
Iteration 349Q: 27 clusters Score -9.082838e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 14449 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 161412 members 
Mstep: Class 5 contains 274477 members 
Mstep: Class 6 contains 13389 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54609 members 
Mstep: Class 11 contains 5260 members 
Mstep: Class 12 contains 11036 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36598 members 
Mstep: Class 15 contains 13009 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44443 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13266 members 
Mstep: Class 20 contains 12469 members 
Mstep: Class 21 contains 13800 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12487 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828392.000000 Penalty: 86934.414062
Iteration 350Q: 27 clusters Score -9.082839e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 14449 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 161407 members 
Mstep: Class 5 contains 274481 members 
Mstep: Class 6 contains 13389 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54605 members 
Mstep: Class 11 contains 5257 members 
Mstep: Class 12 contains 11036 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36605 members 
Mstep: Class 15 contains 13010 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44432 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13266 members 
Mstep: Class 20 contains 12478 members 
Mstep: Class 21 contains 13798 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12478 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828448.000000 Penalty: 86934.414062
Iteration 351Q: 27 clusters Score -9.082845e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 14448 members 
Mstep: Class 3 contains 5921 members 
Mstep: Class 4 contains 161409 members 
Mstep: Class 5 contains 274481 members 
Mstep: Class 6 contains 13388 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54604 members 
Mstep: Class 11 contains 5249 members 
Mstep: Class 12 contains 11038 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36612 members 
Mstep: Class 15 contains 13012 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44414 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13266 members 
Mstep: Class 20 contains 12485 members 
Mstep: Class 21 contains 13795 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12472 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828440.000000 Penalty: 86934.414062
Iteration 352Q: 27 clusters Score -9.082844e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 14451 members 
Mstep: Class 3 contains 5914 members 
Mstep: Class 4 contains 161409 members 
Mstep: Class 5 contains 274473 members 
Mstep: Class 6 contains 13385 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54603 members 
Mstep: Class 11 contains 5244 members 
Mstep: Class 12 contains 11038 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36617 members 
Mstep: Class 15 contains 13013 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44412 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13266 members 
Mstep: Class 20 contains 12488 members 
Mstep: Class 21 contains 13792 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12468 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828416.000000 Penalty: 86934.414062
Iteration 353Q: 27 clusters Score -9.082842e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 14450 members 
Mstep: Class 3 contains 5908 members 
Mstep: Class 4 contains 161414 members 
Mstep: Class 5 contains 274474 members 
Mstep: Class 6 contains 13383 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54598 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 12 contains 11040 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36623 members 
Mstep: Class 15 contains 13013 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44397 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13266 members 
Mstep: Class 20 contains 12492 members 
Mstep: Class 21 contains 13791 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12464 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828464.000000 Penalty: 86934.414062
Iteration 354Q: 27 clusters Score -9.082846e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 14450 members 
Mstep: Class 3 contains 5902 members 
Mstep: Class 4 contains 161416 members 
Mstep: Class 5 contains 274471 members 
Mstep: Class 6 contains 13383 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54594 members 
Mstep: Class 11 contains 5238 members 
Mstep: Class 12 contains 11045 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36636 members 
Mstep: Class 15 contains 13014 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44375 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13266 members 
Mstep: Class 20 contains 12494 members 
Mstep: Class 21 contains 13788 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12460 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828584.000000 Penalty: 86934.414062
Iteration 355Q: 27 clusters Score -9.082858e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 14450 members 
Mstep: Class 3 contains 5894 members 
Mstep: Class 4 contains 161419 members 
Mstep: Class 5 contains 274478 members 
Mstep: Class 6 contains 13385 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54594 members 
Mstep: Class 11 contains 5233 members 
Mstep: Class 12 contains 11050 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36638 members 
Mstep: Class 15 contains 13014 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44354 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13266 members 
Mstep: Class 20 contains 12490 members 
Mstep: Class 21 contains 13787 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12460 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828552.000000 Penalty: 86934.414062
Iteration 356Q: 27 clusters Score -9.082855e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 14450 members 
Mstep: Class 3 contains 5887 members 
Mstep: Class 4 contains 161420 members 
Mstep: Class 5 contains 274482 members 
Mstep: Class 6 contains 13383 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54593 members 
Mstep: Class 11 contains 5228 members 
Mstep: Class 12 contains 11053 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36647 members 
Mstep: Class 15 contains 13016 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44333 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13266 members 
Mstep: Class 20 contains 12487 members 
Mstep: Class 21 contains 13782 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12460 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828504.000000 Penalty: 86934.414062
Iteration 357Q: 27 clusters Score -9.08285e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 14450 members 
Mstep: Class 3 contains 5879 members 
Mstep: Class 4 contains 161419 members 
Mstep: Class 5 contains 274486 members 
Mstep: Class 6 contains 13383 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54592 members 
Mstep: Class 11 contains 5229 members 
Mstep: Class 12 contains 11053 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36649 members 
Mstep: Class 15 contains 13014 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44325 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13266 members 
Mstep: Class 20 contains 12484 members 
Mstep: Class 21 contains 13775 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12457 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828528.000000 Penalty: 86934.414062
Iteration 358Q: 27 clusters Score -9.082853e+07 nChanged 91
Entering ConstructFrom: 
Score: -90828528.000000 Penalty: 86934.414062
Entering ConstructFrom: 
Trying to split cluster 1 (10277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Entering Unmasked Estep 
Score: -1208194.000000 Penalty: 2290.940430
	Iteration 0F: 2 clusters Score -1208194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1200365.875000 Penalty: 4581.880859
	Iteration 0F: 3 clusters Score -1200366 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1202828.750000 Penalty: 4581.880859
	Iteration 1F: 3 clusters Score -1202829 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1203298.125000 Penalty: 4581.880859
	Iteration 2F: 3 clusters Score -1203298 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1203690.500000 Penalty: 4581.880859
	Iteration 3F: 3 clusters Score -1203690 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1204042.875000 Penalty: 4581.880859
	Iteration 4F: 3 clusters Score -1204043 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1204384.500000 Penalty: 4581.880859
	Iteration 5F: 3 clusters Score -1204384 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1204655.000000 Penalty: 4581.880859
	Iteration 6Q: 3 clusters Score -1204655 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1204854.875000 Penalty: 4581.880859
	Iteration 7Q: 3 clusters Score -1204855 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1205009.750000 Penalty: 4581.880859
	Iteration 8Q: 3 clusters Score -1205010 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1205134.875000 Penalty: 4581.880859
	Iteration 9Q: 3 clusters Score -1205135 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1205243.625000 Penalty: 4581.880859
	Iteration 10Q: 3 clusters Score -1205244 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1205330.500000 Penalty: 4581.880859
	Iteration 11Q: 3 clusters Score -1205330 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1205397.875000 Penalty: 4581.880859
	Iteration 12Q: 3 clusters Score -1205398 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1205445.750000 Penalty: 4581.880859
	Iteration 13Q: 3 clusters Score -1205446 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1205486.625000 Penalty: 4581.880859
	Iteration 14Q: 3 clusters Score -1205487 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1205521.625000 Penalty: 4581.880859
	Iteration 15Q: 3 clusters Score -1205522 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1205548.125000 Penalty: 4581.880859
	Iteration 16Q: 3 clusters Score -1205548 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1205580.125000 Penalty: 4581.880859
	Iteration 17Q: 3 clusters Score -1205580 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1205615.750000 Penalty: 4581.880859
	Iteration 18Q: 3 clusters Score -1205616 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1205637.875000 Penalty: 4581.880859
	Iteration 19Q: 3 clusters Score -1205638 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1205659.000000 Penalty: 4581.880859
	Iteration 20F: 3 clusters Score -1205659 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1205680.500000 Penalty: 4581.880859
	Iteration 21Q: 3 clusters Score -1205680 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1205696.000000 Penalty: 4581.880859
	Iteration 22Q: 3 clusters Score -1205696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1205722.375000 Penalty: 4581.880859
	Iteration 23Q: 3 clusters Score -1205722 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1205738.250000 Penalty: 4581.880859
	Iteration 24Q: 3 clusters Score -1205738 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1205759.625000 Penalty: 4581.880859
	Iteration 25Q: 3 clusters Score -1205760 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1205776.875000 Penalty: 4581.880859
	Iteration 26Q: 3 clusters Score -1205777 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1205787.750000 Penalty: 4581.880859
	Iteration 27Q: 3 clusters Score -1205788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1205797.250000 Penalty: 4581.880859
	Iteration 28Q: 3 clusters Score -1205797 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1205804.375000 Penalty: 4581.880859
	Iteration 29Q: 3 clusters Score -1205804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1205816.250000 Penalty: 4581.880859
	Iteration 30Q: 3 clusters Score -1205816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1205819.375000 Penalty: 4581.880859
	Iteration 31Q: 3 clusters Score -1205819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1205821.500000 Penalty: 4581.880859
	Iteration 32Q: 3 clusters Score -1205822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1205829.625000 Penalty: 4581.880859
	Iteration 33Q: 3 clusters Score -1205830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1205827.750000 Penalty: 4581.880859
	Iteration 34Q: 3 clusters Score -1205828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1205830.625000 Penalty: 4581.880859
	Iteration 35Q: 3 clusters Score -1205831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1205832.375000 Penalty: 4581.880859
	Iteration 36Q: 3 clusters Score -1205832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1205833.625000 Penalty: 4581.880859
	Iteration 37Q: 3 clusters Score -1205834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1205836.125000 Penalty: 4581.880859
	Iteration 38Q: 3 clusters Score -1205836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1205837.750000 Penalty: 4581.880859
	Iteration 39Q: 3 clusters Score -1205838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1205837.625000 Penalty: 4581.880859
	Iteration 40F: 3 clusters Score -1205838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1205837.750000 Penalty: 4581.880859
	Iteration 41Q: 3 clusters Score -1205838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1205836.625000 Penalty: 4581.880859
	Iteration 42Q: 3 clusters Score -1205837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1205837.500000 Penalty: 4581.880859
	Iteration 43Q: 3 clusters Score -1205838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1205837.500000 Penalty: 4581.880859
	Iteration 44F: 3 clusters Score -1205838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Entering Unmasked Estep 
Score: -1884869.500000 Penalty: 2375.455322
	Iteration 0F: 2 clusters Score -1884870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1874404.375000 Penalty: 4750.910645
	Iteration 0F: 3 clusters Score -1874404 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1877557.125000 Penalty: 4750.910645
	Iteration 1F: 3 clusters Score -1877557 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1877855.625000 Penalty: 4750.910645
	Iteration 2F: 3 clusters Score -1877856 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1878111.375000 Penalty: 4750.910645
	Iteration 3Q: 3 clusters Score -1878111 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1878328.500000 Penalty: 4750.910645
	Iteration 4Q: 3 clusters Score -1878328 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1878502.875000 Penalty: 4750.910645
	Iteration 5Q: 3 clusters Score -1878503 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1878664.875000 Penalty: 4750.910645
	Iteration 6Q: 3 clusters Score -1878665 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1878855.625000 Penalty: 4750.910645
	Iteration 7Q: 3 clusters Score -1878856 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1879076.625000 Penalty: 4750.910645
	Iteration 8Q: 3 clusters Score -1879077 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1879327.500000 Penalty: 4750.910645
	Iteration 9Q: 3 clusters Score -1879328 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1879641.000000 Penalty: 4750.910645
	Iteration 10Q: 3 clusters Score -1879641 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1880021.500000 Penalty: 4750.910645
	Iteration 11Q: 3 clusters Score -1880022 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1880482.375000 Penalty: 4750.910645
	Iteration 12Q: 3 clusters Score -1880482 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1880983.375000 Penalty: 4750.910645
	Iteration 13Q: 3 clusters Score -1880983 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1881469.750000 Penalty: 4750.910645
	Iteration 14Q: 3 clusters Score -1881470 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1881900.625000 Penalty: 4750.910645
	Iteration 15Q: 3 clusters Score -1881901 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1882224.125000 Penalty: 4750.910645
	Iteration 16Q: 3 clusters Score -1882224 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1882490.625000 Penalty: 4750.910645
	Iteration 17Q: 3 clusters Score -1882491 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1882658.125000 Penalty: 4750.910645
	Iteration 18Q: 3 clusters Score -1882658 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1882753.875000 Penalty: 4750.910645
	Iteration 19Q: 3 clusters Score -1882754 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1882803.750000 Penalty: 4750.910645
	Iteration 20F: 3 clusters Score -1882804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1882851.625000 Penalty: 4750.910645
	Iteration 21Q: 3 clusters Score -1882852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1882885.750000 Penalty: 4750.910645
	Iteration 22Q: 3 clusters Score -1882886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1882904.125000 Penalty: 4750.910645
	Iteration 23Q: 3 clusters Score -1882904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1882925.875000 Penalty: 4750.910645
	Iteration 24Q: 3 clusters Score -1882926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1882939.625000 Penalty: 4750.910645
	Iteration 25Q: 3 clusters Score -1882940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1882968.500000 Penalty: 4750.910645
	Iteration 26Q: 3 clusters Score -1882968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1882986.875000 Penalty: 4750.910645
	Iteration 27Q: 3 clusters Score -1882987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1883010.000000 Penalty: 4750.910645
	Iteration 28Q: 3 clusters Score -1883010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1883023.375000 Penalty: 4750.910645
	Iteration 29Q: 3 clusters Score -1883023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1883031.500000 Penalty: 4750.910645
	Iteration 30Q: 3 clusters Score -1883032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1883040.500000 Penalty: 4750.910645
	Iteration 31Q: 3 clusters Score -1883040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1883038.375000 Penalty: 4750.910645
	Iteration 32Q: 3 clusters Score -1883038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1883041.750000 Penalty: 4750.910645
	Iteration 33Q: 3 clusters Score -1883042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1883043.625000 Penalty: 4750.910645
	Iteration 34Q: 3 clusters Score -1883044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1883049.250000 Penalty: 4750.910645
	Iteration 35Q: 3 clusters Score -1883049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1883051.625000 Penalty: 4750.910645
	Iteration 36Q: 3 clusters Score -1883052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1883057.875000 Penalty: 4750.910645
	Iteration 37Q: 3 clusters Score -1883058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1883058.250000 Penalty: 4750.910645
	Iteration 38Q: 3 clusters Score -1883058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1883061.375000 Penalty: 4750.910645
	Iteration 39Q: 3 clusters Score -1883061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1883067.000000 Penalty: 4750.910645
	Iteration 40F: 3 clusters Score -1883067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1883072.750000 Penalty: 4750.910645
	Iteration 41Q: 3 clusters Score -1883073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1883074.500000 Penalty: 4750.910645
	Iteration 42Q: 3 clusters Score -1883074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1883077.000000 Penalty: 4750.910645
	Iteration 43Q: 3 clusters Score -1883077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1883077.000000 Penalty: 4750.910645
	Iteration 44F: 3 clusters Score -1883077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Entering Unmasked Estep 
Score: -663209.875000 Penalty: 2152.342773
	Iteration 0F: 2 clusters Score -663209.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -658163.562500 Penalty: 4304.685547
	Iteration 0F: 3 clusters Score -658163.6 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -659528.687500 Penalty: 4304.685547
	Iteration 1F: 3 clusters Score -659528.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -659830.312500 Penalty: 4304.685547
	Iteration 2F: 3 clusters Score -659830.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -660036.375000 Penalty: 4304.685547
	Iteration 3F: 3 clusters Score -660036.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -660195.500000 Penalty: 4304.685547
	Iteration 4Q: 3 clusters Score -660195.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -660328.500000 Penalty: 4304.685547
	Iteration 5Q: 3 clusters Score -660328.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -660451.000000 Penalty: 4304.685547
	Iteration 6Q: 3 clusters Score -660451 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -660592.250000 Penalty: 4304.685547
	Iteration 7Q: 3 clusters Score -660592.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -660733.687500 Penalty: 4304.685547
	Iteration 8Q: 3 clusters Score -660733.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -660886.437500 Penalty: 4304.685547
	Iteration 9Q: 3 clusters Score -660886.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -661050.375000 Penalty: 4304.685547
	Iteration 10Q: 3 clusters Score -661050.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -661201.437500 Penalty: 4304.685547
	Iteration 11Q: 3 clusters Score -661201.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -661347.812500 Penalty: 4304.685547
	Iteration 12Q: 3 clusters Score -661347.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -661465.500000 Penalty: 4304.685547
	Iteration 13Q: 3 clusters Score -661465.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -661555.562500 Penalty: 4304.685547
	Iteration 14Q: 3 clusters Score -661555.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -661628.875000 Penalty: 4304.685547
	Iteration 15Q: 3 clusters Score -661628.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -661705.312500 Penalty: 4304.685547
	Iteration 16Q: 3 clusters Score -661705.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -661789.437500 Penalty: 4304.685547
	Iteration 17Q: 3 clusters Score -661789.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -661855.500000 Penalty: 4304.685547
	Iteration 18Q: 3 clusters Score -661855.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -661936.937500 Penalty: 4304.685547
	Iteration 19Q: 3 clusters Score -661936.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -662017.250000 Penalty: 4304.685547
	Iteration 20F: 3 clusters Score -662017.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -662081.062500 Penalty: 4304.685547
	Iteration 21Q: 3 clusters Score -662081.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -662142.187500 Penalty: 4304.685547
	Iteration 22Q: 3 clusters Score -662142.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -662176.625000 Penalty: 4304.685547
	Iteration 23Q: 3 clusters Score -662176.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -662190.125000 Penalty: 4304.685547
	Iteration 24Q: 3 clusters Score -662190.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -662194.500000 Penalty: 4304.685547
	Iteration 25Q: 3 clusters Score -662194.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -662198.312500 Penalty: 4304.685547
	Iteration 26Q: 3 clusters Score -662198.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -662203.437500 Penalty: 4304.685547
	Iteration 27Q: 3 clusters Score -662203.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -662205.062500 Penalty: 4304.685547
	Iteration 28Q: 3 clusters Score -662205.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -662207.000000 Penalty: 4304.685547
	Iteration 29Q: 3 clusters Score -662207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -662210.437500 Penalty: 4304.685547
	Iteration 30Q: 3 clusters Score -662210.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -662213.125000 Penalty: 4304.685547
	Iteration 31Q: 3 clusters Score -662213.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -662215.125000 Penalty: 4304.685547
	Iteration 32Q: 3 clusters Score -662215.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -662214.250000 Penalty: 4304.685547
	Iteration 33Q: 3 clusters Score -662214.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -662214.937500 Penalty: 4304.685547
	Iteration 34Q: 3 clusters Score -662214.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -662214.937500 Penalty: 4304.685547
	Iteration 35F: 3 clusters Score -662214.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (161418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161418 members 
Entering Unmasked Estep 
Score: -20993984.000000 Penalty: 2973.954590
	Iteration 0F: 2 clusters Score -2.099398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80858 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -20887840.000000 Penalty: 5947.909180
	Iteration 0F: 3 clusters Score -2.088784e+07 nChanged 77360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83658 members 
Mstep: Class 2 contains 77760 members 
Entering Unmasked Estep 
Score: -20932818.000000 Penalty: 5947.909180
	Iteration 1F: 3 clusters Score -2.093282e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85722 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -20934290.000000 Penalty: 5947.909180
	Iteration 2Q: 3 clusters Score -2.093429e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88839 members 
Mstep: Class 2 contains 72579 members 
Entering Unmasked Estep 
Score: -20936428.000000 Penalty: 5947.909180
	Iteration 3Q: 3 clusters Score -2.093643e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -20939964.000000 Penalty: 5947.909180
	Iteration 4Q: 3 clusters Score -2.093996e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99296 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -20945186.000000 Penalty: 5947.909180
	Iteration 5F: 3 clusters Score -2.094519e+07 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106700 members 
Mstep: Class 2 contains 54718 members 
Entering Unmasked Estep 
Score: -20952314.000000 Penalty: 5947.909180
	Iteration 6F: 3 clusters Score -2.095231e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114492 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -20960574.000000 Penalty: 5947.909180
	Iteration 7F: 3 clusters Score -2.096057e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121350 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -20968188.000000 Penalty: 5947.909180
	Iteration 8F: 3 clusters Score -2.096819e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126472 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -20974298.000000 Penalty: 5947.909180
	Iteration 9F: 3 clusters Score -2.09743e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129958 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -20978168.000000 Penalty: 5947.909180
	Iteration 10Q: 3 clusters Score -2.097817e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132519 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -20980310.000000 Penalty: 5947.909180
	Iteration 11Q: 3 clusters Score -2.098031e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134639 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -20981500.000000 Penalty: 5947.909180
	Iteration 12Q: 3 clusters Score -2.09815e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136612 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -20982338.000000 Penalty: 5947.909180
	Iteration 13Q: 3 clusters Score -2.098234e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138539 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -20983252.000000 Penalty: 5947.909180
	Iteration 14Q: 3 clusters Score -2.098325e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140402 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -20984148.000000 Penalty: 5947.909180
	Iteration 15Q: 3 clusters Score -2.098415e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142217 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -20985056.000000 Penalty: 5947.909180
	Iteration 16Q: 3 clusters Score -2.098506e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143946 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -20985846.000000 Penalty: 5947.909180
	Iteration 17Q: 3 clusters Score -2.098585e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145535 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -20986668.000000 Penalty: 5947.909180
	Iteration 18Q: 3 clusters Score -2.098667e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147057 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -20987414.000000 Penalty: 5947.909180
	Iteration 19Q: 3 clusters Score -2.098741e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148457 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -20988108.000000 Penalty: 5947.909180
	Iteration 20F: 3 clusters Score -2.098811e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149741 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -20988638.000000 Penalty: 5947.909180
	Iteration 21Q: 3 clusters Score -2.098864e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150971 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -20989070.000000 Penalty: 5947.909180
	Iteration 22Q: 3 clusters Score -2.098907e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152103 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -20989344.000000 Penalty: 5947.909180
	Iteration 23Q: 3 clusters Score -2.098934e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153203 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -20989746.000000 Penalty: 5947.909180
	Iteration 24Q: 3 clusters Score -2.098975e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154238 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -20990098.000000 Penalty: 5947.909180
	Iteration 25Q: 3 clusters Score -2.09901e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155176 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -20990338.000000 Penalty: 5947.909180
	Iteration 26Q: 3 clusters Score -2.099034e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156024 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -20990548.000000 Penalty: 5947.909180
	Iteration 27Q: 3 clusters Score -2.099055e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156792 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -20990766.000000 Penalty: 5947.909180
	Iteration 28Q: 3 clusters Score -2.099077e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157452 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -20990890.000000 Penalty: 5947.909180
	Iteration 29Q: 3 clusters Score -2.099089e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157978 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -20991060.000000 Penalty: 5947.909180
	Iteration 30Q: 3 clusters Score -2.099106e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158410 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -20991244.000000 Penalty: 5947.909180
	Iteration 31Q: 3 clusters Score -2.099124e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158770 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -20991406.000000 Penalty: 5947.909180
	Iteration 32Q: 3 clusters Score -2.099141e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159061 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -20991482.000000 Penalty: 5947.909180
	Iteration 33Q: 3 clusters Score -2.099148e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159294 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -20991532.000000 Penalty: 5947.909180
	Iteration 34Q: 3 clusters Score -2.099153e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159451 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -20991584.000000 Penalty: 5947.909180
	Iteration 35Q: 3 clusters Score -2.099158e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159565 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -20991618.000000 Penalty: 5947.909180
	Iteration 36Q: 3 clusters Score -2.099162e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159665 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -20991624.000000 Penalty: 5947.909180
	Iteration 37Q: 3 clusters Score -2.099162e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159738 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -20991688.000000 Penalty: 5947.909180
	Iteration 38Q: 3 clusters Score -2.099169e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159799 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -20991716.000000 Penalty: 5947.909180
	Iteration 39Q: 3 clusters Score -2.099172e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159838 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -20991716.000000 Penalty: 5947.909180
	Iteration 40F: 3 clusters Score -2.099172e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159885 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -20991716.000000 Penalty: 5947.909180
	Iteration 41Q: 3 clusters Score -2.099172e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159935 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -20991726.000000 Penalty: 5947.909180
	Iteration 42Q: 3 clusters Score -2.099173e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159979 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -20991738.000000 Penalty: 5947.909180
	Iteration 43Q: 3 clusters Score -2.099174e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160014 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -20991738.000000 Penalty: 5947.909180
	Iteration 44Q: 3 clusters Score -2.099174e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160043 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -20991736.000000 Penalty: 5947.909180
	Iteration 45Q: 3 clusters Score -2.099174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160065 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -20991738.000000 Penalty: 5947.909180
	Iteration 46Q: 3 clusters Score -2.099174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160086 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -20991726.000000 Penalty: 5947.909180
	Iteration 47Q: 3 clusters Score -2.099173e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160099 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -20991738.000000 Penalty: 5947.909180
	Iteration 48Q: 3 clusters Score -2.099174e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160115 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -20991740.000000 Penalty: 5947.909180
	Iteration 49Q: 3 clusters Score -2.099174e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160134 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -20991754.000000 Penalty: 5947.909180
	Iteration 50Q: 3 clusters Score -2.099175e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160146 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -20991748.000000 Penalty: 5947.909180
	Iteration 51Q: 3 clusters Score -2.099175e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160159 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -20991744.000000 Penalty: 5947.909180
	Iteration 52Q: 3 clusters Score -2.099174e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160171 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -20991794.000000 Penalty: 5947.909180
	Iteration 53Q: 3 clusters Score -2.099179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160176 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -20991780.000000 Penalty: 5947.909180
	Iteration 54Q: 3 clusters Score -2.099178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160188 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -20991778.000000 Penalty: 5947.909180
	Iteration 55Q: 3 clusters Score -2.099178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160198 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -20991792.000000 Penalty: 5947.909180
	Iteration 56Q: 3 clusters Score -2.099179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160205 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -20991802.000000 Penalty: 5947.909180
	Iteration 57Q: 3 clusters Score -2.09918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160217 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -20991804.000000 Penalty: 5947.909180
	Iteration 58Q: 3 clusters Score -2.09918e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160222 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -20991818.000000 Penalty: 5947.909180
	Iteration 59Q: 3 clusters Score -2.099182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160233 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -20991808.000000 Penalty: 5947.909180
	Iteration 60F: 3 clusters Score -2.099181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160238 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -20991816.000000 Penalty: 5947.909180
	Iteration 61Q: 3 clusters Score -2.099182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160248 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -20991834.000000 Penalty: 5947.909180
	Iteration 62Q: 3 clusters Score -2.099183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160254 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -20991820.000000 Penalty: 5947.909180
	Iteration 63Q: 3 clusters Score -2.099182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160260 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -20991814.000000 Penalty: 5947.909180
	Iteration 64Q: 3 clusters Score -2.099181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160266 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -20991824.000000 Penalty: 5947.909180
	Iteration 65Q: 3 clusters Score -2.099182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160269 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -20991822.000000 Penalty: 5947.909180
	Iteration 66Q: 3 clusters Score -2.099182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160271 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -20991826.000000 Penalty: 5947.909180
	Iteration 67Q: 3 clusters Score -2.099183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160275 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -20991818.000000 Penalty: 5947.909180
	Iteration 68Q: 3 clusters Score -2.099182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160276 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -20991814.000000 Penalty: 5947.909180
	Iteration 69Q: 3 clusters Score -2.099181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160277 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -20991818.000000 Penalty: 5947.909180
	Iteration 70Q: 3 clusters Score -2.099182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160278 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -20991818.000000 Penalty: 5947.909180
	Iteration 71Q: 3 clusters Score -2.099182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160278 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -20991818.000000 Penalty: 5947.909180
	Iteration 72F: 3 clusters Score -2.099182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (274494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274494 members 
Entering Unmasked Estep 
Score: -35708324.000000 Penalty: 3105.625977
	Iteration 0F: 2 clusters Score -3.570832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137190 members 
Mstep: Class 2 contains 137304 members 
Entering Unmasked Estep 
Score: -35535600.000000 Penalty: 6211.251953
	Iteration 0F: 3 clusters Score -3.55356e+07 nChanged 132950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133568 members 
Mstep: Class 2 contains 140926 members 
Entering Unmasked Estep 
Score: -35614280.000000 Penalty: 6211.251953
	Iteration 1F: 3 clusters Score -3.561428e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131348 members 
Mstep: Class 2 contains 143146 members 
Entering Unmasked Estep 
Score: -35615512.000000 Penalty: 6211.251953
	Iteration 2Q: 3 clusters Score -3.561551e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127874 members 
Mstep: Class 2 contains 146620 members 
Entering Unmasked Estep 
Score: -35616948.000000 Penalty: 6211.251953
	Iteration 3Q: 3 clusters Score -3.561695e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122663 members 
Mstep: Class 2 contains 151831 members 
Entering Unmasked Estep 
Score: -35619028.000000 Penalty: 6211.251953
	Iteration 4Q: 3 clusters Score -3.561903e+07 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114983 members 
Mstep: Class 2 contains 159511 members 
Entering Unmasked Estep 
Score: -35621852.000000 Penalty: 6211.251953
	Iteration 5Q: 3 clusters Score -3.562185e+07 nChanged 12712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103989 members 
Mstep: Class 2 contains 170505 members 
Entering Unmasked Estep 
Score: -35627092.000000 Penalty: 6211.251953
	Iteration 6Q: 3 clusters Score -3.562709e+07 nChanged 15871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 185132 members 
Entering Unmasked Estep 
Score: -35635904.000000 Penalty: 6211.251953
	Iteration 7F: 3 clusters Score -3.56359e+07 nChanged 18315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 202425 members 
Entering Unmasked Estep 
Score: -35648016.000000 Penalty: 6211.251953
	Iteration 8F: 3 clusters Score -3.564802e+07 nChanged 17629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 218642 members 
Entering Unmasked Estep 
Score: -35661376.000000 Penalty: 6211.251953
	Iteration 9F: 3 clusters Score -3.566138e+07 nChanged 13957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 230261 members 
Entering Unmasked Estep 
Score: -35672504.000000 Penalty: 6211.251953
	Iteration 10F: 3 clusters Score -3.56725e+07 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 236727 members 
Entering Unmasked Estep 
Score: -35679324.000000 Penalty: 6211.251953
	Iteration 11Q: 3 clusters Score -3.567932e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 240228 members 
Entering Unmasked Estep 
Score: -35682780.000000 Penalty: 6211.251953
	Iteration 12Q: 3 clusters Score -3.568278e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 242715 members 
Entering Unmasked Estep 
Score: -35684624.000000 Penalty: 6211.251953
	Iteration 13Q: 3 clusters Score -3.568462e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 244990 members 
Entering Unmasked Estep 
Score: -35685852.000000 Penalty: 6211.251953
	Iteration 14Q: 3 clusters Score -3.568585e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 247196 members 
Entering Unmasked Estep 
Score: -35686984.000000 Penalty: 6211.251953
	Iteration 15Q: 3 clusters Score -3.568698e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 249440 members 
Entering Unmasked Estep 
Score: -35688048.000000 Penalty: 6211.251953
	Iteration 16Q: 3 clusters Score -3.568805e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 251607 members 
Entering Unmasked Estep 
Score: -35689304.000000 Penalty: 6211.251953
	Iteration 17Q: 3 clusters Score -3.56893e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 253764 members 
Entering Unmasked Estep 
Score: -35690552.000000 Penalty: 6211.251953
	Iteration 18Q: 3 clusters Score -3.569055e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 255873 members 
Entering Unmasked Estep 
Score: -35691800.000000 Penalty: 6211.251953
	Iteration 19Q: 3 clusters Score -3.56918e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 257909 members 
Entering Unmasked Estep 
Score: -35692988.000000 Penalty: 6211.251953
	Iteration 20F: 3 clusters Score -3.569299e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 259807 members 
Entering Unmasked Estep 
Score: -35693952.000000 Penalty: 6211.251953
	Iteration 21Q: 3 clusters Score -3.569395e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 261580 members 
Entering Unmasked Estep 
Score: -35694888.000000 Penalty: 6211.251953
	Iteration 22Q: 3 clusters Score -3.569489e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 263319 members 
Entering Unmasked Estep 
Score: -35696344.000000 Penalty: 6211.251953
	Iteration 23Q: 3 clusters Score -3.569634e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 264946 members 
Entering Unmasked Estep 
Score: -35697520.000000 Penalty: 6211.251953
	Iteration 24Q: 3 clusters Score -3.569752e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 266356 members 
Entering Unmasked Estep 
Score: -35698592.000000 Penalty: 6211.251953
	Iteration 25Q: 3 clusters Score -3.569859e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 267578 members 
Entering Unmasked Estep 
Score: -35699828.000000 Penalty: 6211.251953
	Iteration 26Q: 3 clusters Score -3.569983e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 268713 members 
Entering Unmasked Estep 
Score: -35700884.000000 Penalty: 6211.251953
	Iteration 27Q: 3 clusters Score -3.570088e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 269655 members 
Entering Unmasked Estep 
Score: -35701604.000000 Penalty: 6211.251953
	Iteration 28Q: 3 clusters Score -3.57016e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 270428 members 
Entering Unmasked Estep 
Score: -35702292.000000 Penalty: 6211.251953
	Iteration 29Q: 3 clusters Score -3.570229e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 271068 members 
Entering Unmasked Estep 
Score: -35702864.000000 Penalty: 6211.251953
	Iteration 30Q: 3 clusters Score -3.570286e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 271584 members 
Entering Unmasked Estep 
Score: -35703372.000000 Penalty: 6211.251953
	Iteration 31Q: 3 clusters Score -3.570337e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 271997 members 
Entering Unmasked Estep 
Score: -35703744.000000 Penalty: 6211.251953
	Iteration 32Q: 3 clusters Score -3.570374e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 272316 members 
Entering Unmasked Estep 
Score: -35704052.000000 Penalty: 6211.251953
	Iteration 33Q: 3 clusters Score -3.570405e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 272571 members 
Entering Unmasked Estep 
Score: -35704252.000000 Penalty: 6211.251953
	Iteration 34Q: 3 clusters Score -3.570425e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 272761 members 
Entering Unmasked Estep 
Score: -35704392.000000 Penalty: 6211.251953
	Iteration 35Q: 3 clusters Score -3.570439e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 272904 members 
Entering Unmasked Estep 
Score: -35704520.000000 Penalty: 6211.251953
	Iteration 36Q: 3 clusters Score -3.570452e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 273024 members 
Entering Unmasked Estep 
Score: -35704684.000000 Penalty: 6211.251953
	Iteration 37Q: 3 clusters Score -3.570468e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 273134 members 
Entering Unmasked Estep 
Score: -35704784.000000 Penalty: 6211.251953
	Iteration 38Q: 3 clusters Score -3.570478e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 273205 members 
Entering Unmasked Estep 
Score: -35704832.000000 Penalty: 6211.251953
	Iteration 39Q: 3 clusters Score -3.570483e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 273259 members 
Entering Unmasked Estep 
Score: -35704916.000000 Penalty: 6211.251953
	Iteration 40F: 3 clusters Score -3.570492e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 273312 members 
Entering Unmasked Estep 
Score: -35704984.000000 Penalty: 6211.251953
	Iteration 41Q: 3 clusters Score -3.570498e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 273350 members 
Entering Unmasked Estep 
Score: -35705012.000000 Penalty: 6211.251953
	Iteration 42Q: 3 clusters Score -3.570501e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 273394 members 
Entering Unmasked Estep 
Score: -35705056.000000 Penalty: 6211.251953
	Iteration 43Q: 3 clusters Score -3.570506e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 273430 members 
Entering Unmasked Estep 
Score: -35705060.000000 Penalty: 6211.251953
	Iteration 44Q: 3 clusters Score -3.570506e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 273455 members 
Entering Unmasked Estep 
Score: -35705044.000000 Penalty: 6211.251953
	Iteration 45Q: 3 clusters Score -3.570504e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 273481 members 
Entering Unmasked Estep 
Score: -35705096.000000 Penalty: 6211.251953
	Iteration 46Q: 3 clusters Score -3.57051e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 273501 members 
Entering Unmasked Estep 
Score: -35705132.000000 Penalty: 6211.251953
	Iteration 47Q: 3 clusters Score -3.570513e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 273519 members 
Entering Unmasked Estep 
Score: -35705164.000000 Penalty: 6211.251953
	Iteration 48Q: 3 clusters Score -3.570516e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 273536 members 
Entering Unmasked Estep 
Score: -35705196.000000 Penalty: 6211.251953
	Iteration 49Q: 3 clusters Score -3.57052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 273546 members 
Entering Unmasked Estep 
Score: -35705184.000000 Penalty: 6211.251953
	Iteration 50Q: 3 clusters Score -3.570518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 273559 members 
Entering Unmasked Estep 
Score: -35705220.000000 Penalty: 6211.251953
	Iteration 51Q: 3 clusters Score -3.570522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 273570 members 
Entering Unmasked Estep 
Score: -35705208.000000 Penalty: 6211.251953
	Iteration 52Q: 3 clusters Score -3.570521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 273578 members 
Entering Unmasked Estep 
Score: -35705208.000000 Penalty: 6211.251953
	Iteration 53Q: 3 clusters Score -3.570521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 273583 members 
Entering Unmasked Estep 
Score: -35705232.000000 Penalty: 6211.251953
	Iteration 54Q: 3 clusters Score -3.570523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 273589 members 
Entering Unmasked Estep 
Score: -35705232.000000 Penalty: 6211.251953
	Iteration 55Q: 3 clusters Score -3.570523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 273592 members 
Entering Unmasked Estep 
Score: -35705252.000000 Penalty: 6211.251953
	Iteration 56Q: 3 clusters Score -3.570525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 273599 members 
Entering Unmasked Estep 
Score: -35705232.000000 Penalty: 6211.251953
	Iteration 57Q: 3 clusters Score -3.570523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 273607 members 
Entering Unmasked Estep 
Score: -35705248.000000 Penalty: 6211.251953
	Iteration 58Q: 3 clusters Score -3.570525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 273614 members 
Entering Unmasked Estep 
Score: -35705244.000000 Penalty: 6211.251953
	Iteration 59Q: 3 clusters Score -3.570524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 273622 members 
Entering Unmasked Estep 
Score: -35705248.000000 Penalty: 6211.251953
	Iteration 60F: 3 clusters Score -3.570525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 273628 members 
Entering Unmasked Estep 
Score: -35705252.000000 Penalty: 6211.251953
	Iteration 61Q: 3 clusters Score -3.570525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 273634 members 
Entering Unmasked Estep 
Score: -35705244.000000 Penalty: 6211.251953
	Iteration 62Q: 3 clusters Score -3.570524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 273634 members 
Entering Unmasked Estep 
Score: -35705300.000000 Penalty: 6211.251953
	Iteration 63Q: 3 clusters Score -3.57053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 273633 members 
Entering Unmasked Estep 
Score: -35705284.000000 Penalty: 6211.251953
	Iteration 64Q: 3 clusters Score -3.570528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 273636 members 
Entering Unmasked Estep 
Score: -35705292.000000 Penalty: 6211.251953
	Iteration 65Q: 3 clusters Score -3.570529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 273638 members 
Entering Unmasked Estep 
Score: -35705312.000000 Penalty: 6211.251953
	Iteration 66Q: 3 clusters Score -3.570531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 273639 members 
Entering Unmasked Estep 
Score: -35705324.000000 Penalty: 6211.251953
	Iteration 67Q: 3 clusters Score -3.570532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 273641 members 
Entering Unmasked Estep 
Score: -35705308.000000 Penalty: 6211.251953
	Iteration 68Q: 3 clusters Score -3.570531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 273643 members 
Entering Unmasked Estep 
Score: -35705300.000000 Penalty: 6211.251953
	Iteration 69Q: 3 clusters Score -3.57053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 273643 members 
Entering Unmasked Estep 
Score: -35705300.000000 Penalty: 6211.251953
	Iteration 70F: 3 clusters Score -3.57053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Entering Unmasked Estep 
Score: -1666679.250000 Penalty: 2356.375977
	Iteration 0F: 2 clusters Score -1666679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1656950.125000 Penalty: 4712.751953
	Iteration 0F: 3 clusters Score -1656950 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1659957.250000 Penalty: 4712.751953
	Iteration 1F: 3 clusters Score -1659957 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1660315.875000 Penalty: 4712.751953
	Iteration 2F: 3 clusters Score -1660316 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1660557.375000 Penalty: 4712.751953
	Iteration 3Q: 3 clusters Score -1660557 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1660750.000000 Penalty: 4712.751953
	Iteration 4Q: 3 clusters Score -1660750 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1660923.875000 Penalty: 4712.751953
	Iteration 5Q: 3 clusters Score -1660924 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1661091.250000 Penalty: 4712.751953
	Iteration 6Q: 3 clusters Score -1661091 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1661261.500000 Penalty: 4712.751953
	Iteration 7Q: 3 clusters Score -1661262 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1661469.875000 Penalty: 4712.751953
	Iteration 8Q: 3 clusters Score -1661470 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1661733.500000 Penalty: 4712.751953
	Iteration 9Q: 3 clusters Score -1661734 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1662054.125000 Penalty: 4712.751953
	Iteration 10Q: 3 clusters Score -1662054 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1662468.750000 Penalty: 4712.751953
	Iteration 11Q: 3 clusters Score -1662469 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1662922.750000 Penalty: 4712.751953
	Iteration 12Q: 3 clusters Score -1662923 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1663389.000000 Penalty: 4712.751953
	Iteration 13Q: 3 clusters Score -1663389 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1663798.625000 Penalty: 4712.751953
	Iteration 14Q: 3 clusters Score -1663799 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1664102.125000 Penalty: 4712.751953
	Iteration 15Q: 3 clusters Score -1664102 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1664313.375000 Penalty: 4712.751953
	Iteration 16Q: 3 clusters Score -1664313 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1664420.125000 Penalty: 4712.751953
	Iteration 17Q: 3 clusters Score -1664420 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1664492.500000 Penalty: 4712.751953
	Iteration 18Q: 3 clusters Score -1664492 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1664560.750000 Penalty: 4712.751953
	Iteration 19Q: 3 clusters Score -1664561 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1664609.250000 Penalty: 4712.751953
	Iteration 20F: 3 clusters Score -1664609 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1664646.500000 Penalty: 4712.751953
	Iteration 21Q: 3 clusters Score -1664646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1664667.375000 Penalty: 4712.751953
	Iteration 22Q: 3 clusters Score -1664667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1664691.625000 Penalty: 4712.751953
	Iteration 23Q: 3 clusters Score -1664692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1664703.500000 Penalty: 4712.751953
	Iteration 24Q: 3 clusters Score -1664704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1664724.500000 Penalty: 4712.751953
	Iteration 25Q: 3 clusters Score -1664724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1664735.125000 Penalty: 4712.751953
	Iteration 26Q: 3 clusters Score -1664735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1664741.500000 Penalty: 4712.751953
	Iteration 27Q: 3 clusters Score -1664742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1664743.500000 Penalty: 4712.751953
	Iteration 28Q: 3 clusters Score -1664744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1664752.875000 Penalty: 4712.751953
	Iteration 29Q: 3 clusters Score -1664753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1664754.375000 Penalty: 4712.751953
	Iteration 30Q: 3 clusters Score -1664754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1664754.375000 Penalty: 4712.751953
	Iteration 31F: 3 clusters Score -1664754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -112053.062500 Penalty: 1716.571167
	Iteration 0F: 2 clusters Score -112053.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -110192.437500 Penalty: 3433.142334
	Iteration 0F: 3 clusters Score -110192.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -110780.382812 Penalty: 3433.142334
	Iteration 1F: 3 clusters Score -110780.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -111008.398438 Penalty: 3433.142334
	Iteration 2F: 3 clusters Score -111008.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -111175.820312 Penalty: 3433.142334
	Iteration 3F: 3 clusters Score -111175.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -111348.187500 Penalty: 3433.142334
	Iteration 4Q: 3 clusters Score -111348.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -111469.023438 Penalty: 3433.142334
	Iteration 5Q: 3 clusters Score -111469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -111626.445312 Penalty: 3433.142334
	Iteration 6Q: 3 clusters Score -111626.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -111839.351562 Penalty: 3433.142334
	Iteration 7Q: 3 clusters Score -111839.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -111954.601562 Penalty: 3433.142334
	Iteration 8Q: 3 clusters Score -111954.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -112064.234375 Penalty: 3433.142334
	Iteration 9Q: 3 clusters Score -112064.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -112240.757812 Penalty: 3433.142334
	Iteration 10Q: 3 clusters Score -112240.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -112421.406250 Penalty: 3433.142334
	Iteration 11Q: 3 clusters Score -112421.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -112490.960938 Penalty: 3433.142334
	Iteration 12Q: 3 clusters Score -112491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -112605.515625 Penalty: 3433.142334
	Iteration 13Q: 3 clusters Score -112605.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -112736.812500 Penalty: 3433.142334
	Iteration 14Q: 3 clusters Score -112736.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112823.882812 Penalty: 3433.142334
	Iteration 15Q: 3 clusters Score -112823.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112837.296875 Penalty: 3433.142334
	Iteration 16Q: 3 clusters Score -112837.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112840.195312 Penalty: 3433.142334
	Iteration 17Q: 3 clusters Score -112840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112844.085938 Penalty: 3433.142334
	Iteration 18Q: 3 clusters Score -112844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -112846.000000 Penalty: 3433.142334
	Iteration 19Q: 3 clusters Score -112846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -112849.898438 Penalty: 3433.142334
	Iteration 20F: 3 clusters Score -112849.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 14450 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 161418 members 
Mstep: Class 5 contains 274494 members 
Mstep: Class 6 contains 13380 members 
Mstep: Class 7 contains 519 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54589 members 
Mstep: Class 11 contains 5228 members 
Mstep: Class 12 contains 11053 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36650 members 
Mstep: Class 15 contains 13013 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44306 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13266 members 
Mstep: Class 20 contains 12480 members 
Mstep: Class 21 contains 13774 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12457 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 812 members 
Mstep: Class 27 contains 495 members 
Entering Unmasked Estep 
Score: -90827696.000000 Penalty: 90278.039062
Splitting cluster 7 changes total score from -90828528.000000 to -90827696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -291523.406250 Penalty: 1920.868042
	Iteration 0F: 2 clusters Score -291523.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -288709.250000 Penalty: 3841.736084
	Iteration 0F: 3 clusters Score -288709.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -289241.750000 Penalty: 3841.736084
	Iteration 1F: 3 clusters Score -289241.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -289381.531250 Penalty: 3841.736084
	Iteration 2F: 3 clusters Score -289381.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -289447.625000 Penalty: 3841.736084
	Iteration 3Q: 3 clusters Score -289447.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -289488.750000 Penalty: 3841.736084
	Iteration 4Q: 3 clusters Score -289488.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -289523.125000 Penalty: 3841.736084
	Iteration 5Q: 3 clusters Score -289523.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -289548.312500 Penalty: 3841.736084
	Iteration 6Q: 3 clusters Score -289548.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -289565.875000 Penalty: 3841.736084
	Iteration 7Q: 3 clusters Score -289565.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -289582.781250 Penalty: 3841.736084
	Iteration 8Q: 3 clusters Score -289582.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -289599.562500 Penalty: 3841.736084
	Iteration 9Q: 3 clusters Score -289599.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -289612.093750 Penalty: 3841.736084
	Iteration 10Q: 3 clusters Score -289612.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -289621.312500 Penalty: 3841.736084
	Iteration 11Q: 3 clusters Score -289621.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -289629.843750 Penalty: 3841.736084
	Iteration 12Q: 3 clusters Score -289629.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -289642.312500 Penalty: 3841.736084
	Iteration 13Q: 3 clusters Score -289642.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -289655.031250 Penalty: 3841.736084
	Iteration 14Q: 3 clusters Score -289655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -289665.593750 Penalty: 3841.736084
	Iteration 15Q: 3 clusters Score -289665.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -289675.750000 Penalty: 3841.736084
	Iteration 16Q: 3 clusters Score -289675.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -289686.125000 Penalty: 3841.736084
	Iteration 17Q: 3 clusters Score -289686.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -289696.375000 Penalty: 3841.736084
	Iteration 18Q: 3 clusters Score -289696.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -289699.406250 Penalty: 3841.736084
	Iteration 19Q: 3 clusters Score -289699.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -289705.781250 Penalty: 3841.736084
	Iteration 20F: 3 clusters Score -289705.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -289711.562500 Penalty: 3841.736084
	Iteration 21Q: 3 clusters Score -289711.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -289719.406250 Penalty: 3841.736084
	Iteration 22Q: 3 clusters Score -289719.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -289722.562500 Penalty: 3841.736084
	Iteration 23Q: 3 clusters Score -289722.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -289725.843750 Penalty: 3841.736084
	Iteration 24Q: 3 clusters Score -289725.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -289730.656250 Penalty: 3841.736084
	Iteration 25Q: 3 clusters Score -289730.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -289737.187500 Penalty: 3841.736084
	Iteration 26Q: 3 clusters Score -289737.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -289743.750000 Penalty: 3841.736084
	Iteration 27Q: 3 clusters Score -289743.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -289749.875000 Penalty: 3841.736084
	Iteration 28Q: 3 clusters Score -289749.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -289756.187500 Penalty: 3841.736084
	Iteration 29Q: 3 clusters Score -289756.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -289765.718750 Penalty: 3841.736084
	Iteration 30Q: 3 clusters Score -289765.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -289777.093750 Penalty: 3841.736084
	Iteration 31Q: 3 clusters Score -289777.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -289786.812500 Penalty: 3841.736084
	Iteration 32Q: 3 clusters Score -289786.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -289794.750000 Penalty: 3841.736084
	Iteration 33Q: 3 clusters Score -289794.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -289803.687500 Penalty: 3841.736084
	Iteration 34Q: 3 clusters Score -289803.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -289807.968750 Penalty: 3841.736084
	Iteration 35Q: 3 clusters Score -289808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -289813.500000 Penalty: 3841.736084
	Iteration 36Q: 3 clusters Score -289813.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -289817.843750 Penalty: 3841.736084
	Iteration 37Q: 3 clusters Score -289817.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -289821.218750 Penalty: 3841.736084
	Iteration 38Q: 3 clusters Score -289821.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -289821.750000 Penalty: 3841.736084
	Iteration 39Q: 3 clusters Score -289821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -289822.968750 Penalty: 3841.736084
	Iteration 40F: 3 clusters Score -289823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -289825.500000 Penalty: 3841.736084
	Iteration 41Q: 3 clusters Score -289825.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -289828.406250 Penalty: 3841.736084
	Iteration 42Q: 3 clusters Score -289828.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -289833.250000 Penalty: 3841.736084
	Iteration 43Q: 3 clusters Score -289833.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -289840.062500 Penalty: 3841.736084
	Iteration 44Q: 3 clusters Score -289840.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -289849.968750 Penalty: 3841.736084
	Iteration 45Q: 3 clusters Score -289850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -289858.843750 Penalty: 3841.736084
	Iteration 46Q: 3 clusters Score -289858.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -289865.000000 Penalty: 3841.736084
	Iteration 47Q: 3 clusters Score -289865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -289872.906250 Penalty: 3841.736084
	Iteration 48Q: 3 clusters Score -289872.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -289880.937500 Penalty: 3841.736084
	Iteration 49Q: 3 clusters Score -289880.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -289891.031250 Penalty: 3841.736084
	Iteration 50Q: 3 clusters Score -289891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -289900.843750 Penalty: 3841.736084
	Iteration 51Q: 3 clusters Score -289900.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -289909.312500 Penalty: 3841.736084
	Iteration 52Q: 3 clusters Score -289909.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -289910.656250 Penalty: 3841.736084
	Iteration 53Q: 3 clusters Score -289910.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -289911.531250 Penalty: 3841.736084
	Iteration 54Q: 3 clusters Score -289911.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -289911.531250 Penalty: 3841.736084
	Iteration 55F: 3 clusters Score -289911.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -290056.156250 Penalty: 1919.036987
	Iteration 0F: 2 clusters Score -290056.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -287218.500000 Penalty: 3838.073975
	Iteration 0F: 3 clusters Score -287218.5 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -287753.343750 Penalty: 3838.073975
	Iteration 1F: 3 clusters Score -287753.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -287896.093750 Penalty: 3838.073975
	Iteration 2F: 3 clusters Score -287896.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -287968.625000 Penalty: 3838.073975
	Iteration 3Q: 3 clusters Score -287968.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -288002.062500 Penalty: 3838.073975
	Iteration 4Q: 3 clusters Score -288002.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -288030.500000 Penalty: 3838.073975
	Iteration 5Q: 3 clusters Score -288030.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -288050.625000 Penalty: 3838.073975
	Iteration 6Q: 3 clusters Score -288050.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -288069.093750 Penalty: 3838.073975
	Iteration 7Q: 3 clusters Score -288069.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -288084.187500 Penalty: 3838.073975
	Iteration 8Q: 3 clusters Score -288084.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -288097.656250 Penalty: 3838.073975
	Iteration 9Q: 3 clusters Score -288097.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -288105.343750 Penalty: 3838.073975
	Iteration 10Q: 3 clusters Score -288105.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -288113.062500 Penalty: 3838.073975
	Iteration 11Q: 3 clusters Score -288113.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -288118.281250 Penalty: 3838.073975
	Iteration 12Q: 3 clusters Score -288118.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -288122.375000 Penalty: 3838.073975
	Iteration 13Q: 3 clusters Score -288122.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -288127.531250 Penalty: 3838.073975
	Iteration 14Q: 3 clusters Score -288127.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -288132.781250 Penalty: 3838.073975
	Iteration 15Q: 3 clusters Score -288132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -288133.875000 Penalty: 3838.073975
	Iteration 16Q: 3 clusters Score -288133.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -288133.875000 Penalty: 3838.073975
	Iteration 17F: 3 clusters Score -288133.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Entering Unmasked Estep 
Score: -6972892.000000 Penalty: 2705.081787
	Iteration 0F: 2 clusters Score -6972892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -6935998.500000 Penalty: 5410.163574
	Iteration 0F: 3 clusters Score -6935998 nChanged 25265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -6949926.000000 Penalty: 5410.163574
	Iteration 1F: 3 clusters Score -6949926 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -6950472.500000 Penalty: 5410.163574
	Iteration 2Q: 3 clusters Score -6950472 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -6950973.000000 Penalty: 5410.163574
	Iteration 3Q: 3 clusters Score -6950973 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -6951564.500000 Penalty: 5410.163574
	Iteration 4Q: 3 clusters Score -6951564 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -6952400.500000 Penalty: 5410.163574
	Iteration 5Q: 3 clusters Score -6952400 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -6953584.500000 Penalty: 5410.163574
	Iteration 6Q: 3 clusters Score -6953584 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -6955565.000000 Penalty: 5410.163574
	Iteration 7F: 3 clusters Score -6955565 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -6958667.000000 Penalty: 5410.163574
	Iteration 8F: 3 clusters Score -6958667 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -6962734.500000 Penalty: 5410.163574
	Iteration 9F: 3 clusters Score -6962734 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -6966715.500000 Penalty: 5410.163574
	Iteration 10F: 3 clusters Score -6966716 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -6969344.000000 Penalty: 5410.163574
	Iteration 11Q: 3 clusters Score -6969344 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6970291.500000 Penalty: 5410.163574
	Iteration 12Q: 3 clusters Score -6970292 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6970596.500000 Penalty: 5410.163574
	Iteration 13Q: 3 clusters Score -6970596 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6970750.000000 Penalty: 5410.163574
	Iteration 14Q: 3 clusters Score -6970750 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6970798.000000 Penalty: 5410.163574
	Iteration 15Q: 3 clusters Score -6970798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6970830.500000 Penalty: 5410.163574
	Iteration 16Q: 3 clusters Score -6970830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6970833.000000 Penalty: 5410.163574
	Iteration 17Q: 3 clusters Score -6970833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6970850.500000 Penalty: 5410.163574
	Iteration 18Q: 3 clusters Score -6970850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6970862.500000 Penalty: 5410.163574
	Iteration 19Q: 3 clusters Score -6970862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6970865.500000 Penalty: 5410.163574
	Iteration 20F: 3 clusters Score -6970866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6970867.000000 Penalty: 5410.163574
	Iteration 21Q: 3 clusters Score -6970867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6970867.000000 Penalty: 5410.163574
	Iteration 22F: 3 clusters Score -6970867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Entering Unmasked Estep 
Score: -681251.500000 Penalty: 2123.322266
	Iteration 0F: 2 clusters Score -681251.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -676597.937500 Penalty: 4246.644531
	Iteration 0F: 3 clusters Score -676597.9 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -677717.625000 Penalty: 4246.644531
	Iteration 1F: 3 clusters Score -677717.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -677936.250000 Penalty: 4246.644531
	Iteration 2F: 3 clusters Score -677936.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -678048.937500 Penalty: 4246.644531
	Iteration 3Q: 3 clusters Score -678048.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -678119.437500 Penalty: 4246.644531
	Iteration 4Q: 3 clusters Score -678119.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -678189.375000 Penalty: 4246.644531
	Iteration 5Q: 3 clusters Score -678189.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -678256.000000 Penalty: 4246.644531
	Iteration 6Q: 3 clusters Score -678256 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -678325.187500 Penalty: 4246.644531
	Iteration 7Q: 3 clusters Score -678325.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -678387.375000 Penalty: 4246.644531
	Iteration 8Q: 3 clusters Score -678387.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -678438.500000 Penalty: 4246.644531
	Iteration 9Q: 3 clusters Score -678438.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -678491.187500 Penalty: 4246.644531
	Iteration 10Q: 3 clusters Score -678491.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -678548.875000 Penalty: 4246.644531
	Iteration 11Q: 3 clusters Score -678548.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -678600.937500 Penalty: 4246.644531
	Iteration 12Q: 3 clusters Score -678600.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -678650.000000 Penalty: 4246.644531
	Iteration 13Q: 3 clusters Score -678650 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -678708.187500 Penalty: 4246.644531
	Iteration 14Q: 3 clusters Score -678708.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -678772.250000 Penalty: 4246.644531
	Iteration 15Q: 3 clusters Score -678772.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -678840.187500 Penalty: 4246.644531
	Iteration 16Q: 3 clusters Score -678840.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -678895.937500 Penalty: 4246.644531
	Iteration 17Q: 3 clusters Score -678895.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -678944.562500 Penalty: 4246.644531
	Iteration 18Q: 3 clusters Score -678944.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -678993.562500 Penalty: 4246.644531
	Iteration 19Q: 3 clusters Score -678993.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -679033.312500 Penalty: 4246.644531
	Iteration 20F: 3 clusters Score -679033.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -679083.000000 Penalty: 4246.644531
	Iteration 21Q: 3 clusters Score -679083 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -679120.812500 Penalty: 4246.644531
	Iteration 22Q: 3 clusters Score -679120.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -679160.812500 Penalty: 4246.644531
	Iteration 23Q: 3 clusters Score -679160.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -679188.875000 Penalty: 4246.644531
	Iteration 24Q: 3 clusters Score -679188.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -679216.562500 Penalty: 4246.644531
	Iteration 25Q: 3 clusters Score -679216.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -679240.125000 Penalty: 4246.644531
	Iteration 26Q: 3 clusters Score -679240.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -679261.125000 Penalty: 4246.644531
	Iteration 27Q: 3 clusters Score -679261.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -679269.437500 Penalty: 4246.644531
	Iteration 28Q: 3 clusters Score -679269.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -679282.750000 Penalty: 4246.644531
	Iteration 29Q: 3 clusters Score -679282.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -679302.687500 Penalty: 4246.644531
	Iteration 30Q: 3 clusters Score -679302.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -679311.437500 Penalty: 4246.644531
	Iteration 31Q: 3 clusters Score -679311.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -679316.625000 Penalty: 4246.644531
	Iteration 32Q: 3 clusters Score -679316.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -679323.250000 Penalty: 4246.644531
	Iteration 33Q: 3 clusters Score -679323.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -679327.750000 Penalty: 4246.644531
	Iteration 34Q: 3 clusters Score -679327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -679329.687500 Penalty: 4246.644531
	Iteration 35Q: 3 clusters Score -679329.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -679333.000000 Penalty: 4246.644531
	Iteration 36Q: 3 clusters Score -679333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -679334.375000 Penalty: 4246.644531
	Iteration 37Q: 3 clusters Score -679334.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -679336.812500 Penalty: 4246.644531
	Iteration 38Q: 3 clusters Score -679336.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -679339.062500 Penalty: 4246.644531
	Iteration 39Q: 3 clusters Score -679339.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -679338.875000 Penalty: 4246.644531
	Iteration 40F: 3 clusters Score -679338.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -679339.375000 Penalty: 4246.644531
	Iteration 41Q: 3 clusters Score -679339.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -679339.937500 Penalty: 4246.644531
	Iteration 42Q: 3 clusters Score -679339.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -679339.937500 Penalty: 4246.644531
	Iteration 43F: 3 clusters Score -679339.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Entering Unmasked Estep 
Score: -1388275.875000 Penalty: 2308.993408
	Iteration 0F: 2 clusters Score -1388276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1379875.250000 Penalty: 4617.986816
	Iteration 0F: 3 clusters Score -1379875 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1382281.375000 Penalty: 4617.986816
	Iteration 1F: 3 clusters Score -1382281 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1382638.000000 Penalty: 4617.986816
	Iteration 2F: 3 clusters Score -1382638 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1382981.000000 Penalty: 4617.986816
	Iteration 3F: 3 clusters Score -1382981 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1383278.500000 Penalty: 4617.986816
	Iteration 4F: 3 clusters Score -1383278 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1383635.625000 Penalty: 4617.986816
	Iteration 5F: 3 clusters Score -1383636 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1384049.125000 Penalty: 4617.986816
	Iteration 6F: 3 clusters Score -1384049 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1384498.125000 Penalty: 4617.986816
	Iteration 7F: 3 clusters Score -1384498 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1384903.625000 Penalty: 4617.986816
	Iteration 8F: 3 clusters Score -1384904 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1385267.875000 Penalty: 4617.986816
	Iteration 9Q: 3 clusters Score -1385268 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1385594.875000 Penalty: 4617.986816
	Iteration 10Q: 3 clusters Score -1385595 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1385922.125000 Penalty: 4617.986816
	Iteration 11Q: 3 clusters Score -1385922 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1386180.625000 Penalty: 4617.986816
	Iteration 12Q: 3 clusters Score -1386181 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1386379.000000 Penalty: 4617.986816
	Iteration 13Q: 3 clusters Score -1386379 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1386539.750000 Penalty: 4617.986816
	Iteration 14Q: 3 clusters Score -1386540 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1386642.000000 Penalty: 4617.986816
	Iteration 15Q: 3 clusters Score -1386642 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1386703.375000 Penalty: 4617.986816
	Iteration 16Q: 3 clusters Score -1386703 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1386739.750000 Penalty: 4617.986816
	Iteration 17Q: 3 clusters Score -1386740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1386765.625000 Penalty: 4617.986816
	Iteration 18Q: 3 clusters Score -1386766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1386778.750000 Penalty: 4617.986816
	Iteration 19Q: 3 clusters Score -1386779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1386790.500000 Penalty: 4617.986816
	Iteration 20F: 3 clusters Score -1386790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1386799.875000 Penalty: 4617.986816
	Iteration 21Q: 3 clusters Score -1386800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1386813.000000 Penalty: 4617.986816
	Iteration 22Q: 3 clusters Score -1386813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1386825.000000 Penalty: 4617.986816
	Iteration 23Q: 3 clusters Score -1386825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1386827.000000 Penalty: 4617.986816
	Iteration 24Q: 3 clusters Score -1386827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1386829.875000 Penalty: 4617.986816
	Iteration 25Q: 3 clusters Score -1386830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1386832.500000 Penalty: 4617.986816
	Iteration 26Q: 3 clusters Score -1386832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1386835.625000 Penalty: 4617.986816
	Iteration 27Q: 3 clusters Score -1386836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1386836.125000 Penalty: 4617.986816
	Iteration 28Q: 3 clusters Score -1386836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1386837.750000 Penalty: 4617.986816
	Iteration 29Q: 3 clusters Score -1386838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1386839.000000 Penalty: 4617.986816
	Iteration 30Q: 3 clusters Score -1386839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1386839.000000 Penalty: 4617.986816
	Iteration 31F: 3 clusters Score -1386839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Entering Unmasked Estep 
Score: -726149.937500 Penalty: 2137.832031
	Iteration 0F: 2 clusters Score -726149.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -721281.000000 Penalty: 4275.664062
	Iteration 0F: 3 clusters Score -721281 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -722432.437500 Penalty: 4275.664062
	Iteration 1F: 3 clusters Score -722432.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -722676.625000 Penalty: 4275.664062
	Iteration 2F: 3 clusters Score -722676.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -722814.500000 Penalty: 4275.664062
	Iteration 3F: 3 clusters Score -722814.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -722917.312500 Penalty: 4275.664062
	Iteration 4Q: 3 clusters Score -722917.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -722997.687500 Penalty: 4275.664062
	Iteration 5Q: 3 clusters Score -722997.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -723069.375000 Penalty: 4275.664062
	Iteration 6Q: 3 clusters Score -723069.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -723125.562500 Penalty: 4275.664062
	Iteration 7Q: 3 clusters Score -723125.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -723183.187500 Penalty: 4275.664062
	Iteration 8Q: 3 clusters Score -723183.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -723238.375000 Penalty: 4275.664062
	Iteration 9Q: 3 clusters Score -723238.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -723284.500000 Penalty: 4275.664062
	Iteration 10Q: 3 clusters Score -723284.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -723330.812500 Penalty: 4275.664062
	Iteration 11Q: 3 clusters Score -723330.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -723379.875000 Penalty: 4275.664062
	Iteration 12Q: 3 clusters Score -723379.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -723438.687500 Penalty: 4275.664062
	Iteration 13Q: 3 clusters Score -723438.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -723498.625000 Penalty: 4275.664062
	Iteration 14Q: 3 clusters Score -723498.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -723557.937500 Penalty: 4275.664062
	Iteration 15Q: 3 clusters Score -723557.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -723613.937500 Penalty: 4275.664062
	Iteration 16Q: 3 clusters Score -723613.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -723658.500000 Penalty: 4275.664062
	Iteration 17Q: 3 clusters Score -723658.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -723710.500000 Penalty: 4275.664062
	Iteration 18Q: 3 clusters Score -723710.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -723760.812500 Penalty: 4275.664062
	Iteration 19Q: 3 clusters Score -723760.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -723805.437500 Penalty: 4275.664062
	Iteration 20F: 3 clusters Score -723805.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -723851.187500 Penalty: 4275.664062
	Iteration 21Q: 3 clusters Score -723851.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -723896.687500 Penalty: 4275.664062
	Iteration 22Q: 3 clusters Score -723896.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -723957.187500 Penalty: 4275.664062
	Iteration 23Q: 3 clusters Score -723957.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -723997.062500 Penalty: 4275.664062
	Iteration 24Q: 3 clusters Score -723997.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -724032.625000 Penalty: 4275.664062
	Iteration 25Q: 3 clusters Score -724032.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -724074.625000 Penalty: 4275.664062
	Iteration 26Q: 3 clusters Score -724074.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -724112.937500 Penalty: 4275.664062
	Iteration 27Q: 3 clusters Score -724112.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -724142.875000 Penalty: 4275.664062
	Iteration 28Q: 3 clusters Score -724142.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -724169.625000 Penalty: 4275.664062
	Iteration 29Q: 3 clusters Score -724169.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -724190.187500 Penalty: 4275.664062
	Iteration 30Q: 3 clusters Score -724190.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -724209.312500 Penalty: 4275.664062
	Iteration 31Q: 3 clusters Score -724209.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -724227.437500 Penalty: 4275.664062
	Iteration 32Q: 3 clusters Score -724227.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -724248.250000 Penalty: 4275.664062
	Iteration 33Q: 3 clusters Score -724248.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -724263.500000 Penalty: 4275.664062
	Iteration 34Q: 3 clusters Score -724263.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -724274.500000 Penalty: 4275.664062
	Iteration 35Q: 3 clusters Score -724274.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -724283.500000 Penalty: 4275.664062
	Iteration 36Q: 3 clusters Score -724283.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -724291.250000 Penalty: 4275.664062
	Iteration 37Q: 3 clusters Score -724291.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -724295.625000 Penalty: 4275.664062
	Iteration 38Q: 3 clusters Score -724295.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -724297.500000 Penalty: 4275.664062
	Iteration 39Q: 3 clusters Score -724297.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -724297.500000 Penalty: 4275.664062
	Iteration 40F: 3 clusters Score -724297.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Entering Unmasked Estep 
Score: -4789989.000000 Penalty: 2606.273926
	Iteration 0F: 2 clusters Score -4789989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -4765017.000000 Penalty: 5212.547852
	Iteration 0F: 3 clusters Score -4765017 nChanged 16677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -4773996.500000 Penalty: 5212.547852
	Iteration 1F: 3 clusters Score -4773996 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -4774481.500000 Penalty: 5212.547852
	Iteration 2Q: 3 clusters Score -4774482 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -4775029.500000 Penalty: 5212.547852
	Iteration 3Q: 3 clusters Score -4775030 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -4775749.500000 Penalty: 5212.547852
	Iteration 4Q: 3 clusters Score -4775750 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -4776749.000000 Penalty: 5212.547852
	Iteration 5F: 3 clusters Score -4776749 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -4778201.000000 Penalty: 5212.547852
	Iteration 6F: 3 clusters Score -4778201 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -4780219.000000 Penalty: 5212.547852
	Iteration 7F: 3 clusters Score -4780219 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -4782560.500000 Penalty: 5212.547852
	Iteration 8F: 3 clusters Score -4782560 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -4784621.000000 Penalty: 5212.547852
	Iteration 9F: 3 clusters Score -4784621 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4786071.500000 Penalty: 5212.547852
	Iteration 10Q: 3 clusters Score -4786072 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4786953.500000 Penalty: 5212.547852
	Iteration 11Q: 3 clusters Score -4786954 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4787417.500000 Penalty: 5212.547852
	Iteration 12Q: 3 clusters Score -4787418 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4787654.500000 Penalty: 5212.547852
	Iteration 13Q: 3 clusters Score -4787654 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4787820.500000 Penalty: 5212.547852
	Iteration 14Q: 3 clusters Score -4787820 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4787906.500000 Penalty: 5212.547852
	Iteration 15Q: 3 clusters Score -4787906 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4787962.000000 Penalty: 5212.547852
	Iteration 16Q: 3 clusters Score -4787962 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4788002.500000 Penalty: 5212.547852
	Iteration 17Q: 3 clusters Score -4788002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4788019.500000 Penalty: 5212.547852
	Iteration 18Q: 3 clusters Score -4788020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4788040.000000 Penalty: 5212.547852
	Iteration 19Q: 3 clusters Score -4788040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4788042.000000 Penalty: 5212.547852
	Iteration 20F: 3 clusters Score -4788042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4788048.000000 Penalty: 5212.547852
	Iteration 21Q: 3 clusters Score -4788048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4788061.500000 Penalty: 5212.547852
	Iteration 22Q: 3 clusters Score -4788062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4788075.000000 Penalty: 5212.547852
	Iteration 23Q: 3 clusters Score -4788075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4788078.000000 Penalty: 5212.547852
	Iteration 24Q: 3 clusters Score -4788078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4788082.000000 Penalty: 5212.547852
	Iteration 25Q: 3 clusters Score -4788082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4788091.500000 Penalty: 5212.547852
	Iteration 26Q: 3 clusters Score -4788092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4788100.500000 Penalty: 5212.547852
	Iteration 27Q: 3 clusters Score -4788100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4788100.000000 Penalty: 5212.547852
	Iteration 28Q: 3 clusters Score -4788100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4788105.500000 Penalty: 5212.547852
	Iteration 29Q: 3 clusters Score -4788106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4788103.000000 Penalty: 5212.547852
	Iteration 30Q: 3 clusters Score -4788103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4788110.500000 Penalty: 5212.547852
	Iteration 31Q: 3 clusters Score -4788110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4788111.000000 Penalty: 5212.547852
	Iteration 32Q: 3 clusters Score -4788111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4788113.000000 Penalty: 5212.547852
	Iteration 33Q: 3 clusters Score -4788113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4788115.500000 Penalty: 5212.547852
	Iteration 34Q: 3 clusters Score -4788116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4788117.500000 Penalty: 5212.547852
	Iteration 35Q: 3 clusters Score -4788118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4788116.000000 Penalty: 5212.547852
	Iteration 36Q: 3 clusters Score -4788116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4788117.000000 Penalty: 5212.547852
	Iteration 37Q: 3 clusters Score -4788117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4788117.000000 Penalty: 5212.547852
	Iteration 38F: 3 clusters Score -4788117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Entering Unmasked Estep 
Score: -1706246.500000 Penalty: 2349.478760
	Iteration 0F: 2 clusters Score -1706246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1696707.000000 Penalty: 4698.957520
	Iteration 0F: 3 clusters Score -1696707 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1699420.000000 Penalty: 4698.957520
	Iteration 1F: 3 clusters Score -1699420 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1699684.875000 Penalty: 4698.957520
	Iteration 2F: 3 clusters Score -1699685 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1699885.750000 Penalty: 4698.957520
	Iteration 3Q: 3 clusters Score -1699886 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1700071.750000 Penalty: 4698.957520
	Iteration 4Q: 3 clusters Score -1700072 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1700221.250000 Penalty: 4698.957520
	Iteration 5Q: 3 clusters Score -1700221 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1700363.375000 Penalty: 4698.957520
	Iteration 6Q: 3 clusters Score -1700363 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1700482.375000 Penalty: 4698.957520
	Iteration 7Q: 3 clusters Score -1700482 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1700619.000000 Penalty: 4698.957520
	Iteration 8Q: 3 clusters Score -1700619 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1700789.875000 Penalty: 4698.957520
	Iteration 9Q: 3 clusters Score -1700790 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1700988.375000 Penalty: 4698.957520
	Iteration 10Q: 3 clusters Score -1700988 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1701270.000000 Penalty: 4698.957520
	Iteration 11Q: 3 clusters Score -1701270 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1701588.500000 Penalty: 4698.957520
	Iteration 12Q: 3 clusters Score -1701588 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1701999.875000 Penalty: 4698.957520
	Iteration 13Q: 3 clusters Score -1702000 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1702445.000000 Penalty: 4698.957520
	Iteration 14Q: 3 clusters Score -1702445 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1702920.500000 Penalty: 4698.957520
	Iteration 15Q: 3 clusters Score -1702920 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1703324.750000 Penalty: 4698.957520
	Iteration 16Q: 3 clusters Score -1703325 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1703621.250000 Penalty: 4698.957520
	Iteration 17Q: 3 clusters Score -1703621 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1703884.500000 Penalty: 4698.957520
	Iteration 18Q: 3 clusters Score -1703884 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1704081.625000 Penalty: 4698.957520
	Iteration 19Q: 3 clusters Score -1704082 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1704202.000000 Penalty: 4698.957520
	Iteration 20F: 3 clusters Score -1704202 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1704260.500000 Penalty: 4698.957520
	Iteration 21Q: 3 clusters Score -1704260 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1704304.875000 Penalty: 4698.957520
	Iteration 22Q: 3 clusters Score -1704305 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1704338.125000 Penalty: 4698.957520
	Iteration 23Q: 3 clusters Score -1704338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1704351.625000 Penalty: 4698.957520
	Iteration 24Q: 3 clusters Score -1704352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1704367.750000 Penalty: 4698.957520
	Iteration 25Q: 3 clusters Score -1704368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1704379.875000 Penalty: 4698.957520
	Iteration 26Q: 3 clusters Score -1704380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1704387.000000 Penalty: 4698.957520
	Iteration 27Q: 3 clusters Score -1704387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1704395.625000 Penalty: 4698.957520
	Iteration 28Q: 3 clusters Score -1704396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1704402.625000 Penalty: 4698.957520
	Iteration 29Q: 3 clusters Score -1704403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1704408.000000 Penalty: 4698.957520
	Iteration 30Q: 3 clusters Score -1704408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1704408.125000 Penalty: 4698.957520
	Iteration 31Q: 3 clusters Score -1704408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1704408.125000 Penalty: 4698.957520
	Iteration 32Q: 3 clusters Score -1704408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1704409.750000 Penalty: 4698.957520
	Iteration 33Q: 3 clusters Score -1704410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1704412.750000 Penalty: 4698.957520
	Iteration 34Q: 3 clusters Score -1704413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1704415.375000 Penalty: 4698.957520
	Iteration 35Q: 3 clusters Score -1704415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1704413.875000 Penalty: 4698.957520
	Iteration 36Q: 3 clusters Score -1704414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1704413.875000 Penalty: 4698.957520
	Iteration 37F: 3 clusters Score -1704414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -58544.960938 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -58544.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57029.585938 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -57029.59 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57173.660156 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -57173.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57228.066406 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -57228.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57248.031250 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -57248.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57254.304688 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -57254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57258.261719 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -57258.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57262.496094 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -57262.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -57268.601562 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -57268.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57271.406250 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -57271.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57276.925781 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -57276.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57280.667969 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -57280.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -57280.667969 Penalty: 3064.260254
	Iteration 11F: 3 clusters Score -57280.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Entering Unmasked Estep 
Score: -5606343.000000 Penalty: 2653.321045
	Iteration 0F: 2 clusters Score -5606343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -5576185.500000 Penalty: 5306.642090
	Iteration 0F: 3 clusters Score -5576186 nChanged 20518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -5587828.500000 Penalty: 5306.642090
	Iteration 1F: 3 clusters Score -5587828 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -5588582.500000 Penalty: 5306.642090
	Iteration 2Q: 3 clusters Score -5588582 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -5589401.500000 Penalty: 5306.642090
	Iteration 3Q: 3 clusters Score -5589402 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -5590397.500000 Penalty: 5306.642090
	Iteration 4Q: 3 clusters Score -5590398 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -5591695.500000 Penalty: 5306.642090
	Iteration 5Q: 3 clusters Score -5591696 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -5593302.500000 Penalty: 5306.642090
	Iteration 6F: 3 clusters Score -5593302 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -5595142.000000 Penalty: 5306.642090
	Iteration 7F: 3 clusters Score -5595142 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -5596978.500000 Penalty: 5306.642090
	Iteration 8F: 3 clusters Score -5596978 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -5598547.000000 Penalty: 5306.642090
	Iteration 9Q: 3 clusters Score -5598547 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -5599984.500000 Penalty: 5306.642090
	Iteration 10Q: 3 clusters Score -5599984 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -5601150.500000 Penalty: 5306.642090
	Iteration 11Q: 3 clusters Score -5601150 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -5602020.500000 Penalty: 5306.642090
	Iteration 12Q: 3 clusters Score -5602020 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -5602744.500000 Penalty: 5306.642090
	Iteration 13Q: 3 clusters Score -5602744 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -5603291.500000 Penalty: 5306.642090
	Iteration 14Q: 3 clusters Score -5603292 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -5603726.500000 Penalty: 5306.642090
	Iteration 15Q: 3 clusters Score -5603726 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -5604070.500000 Penalty: 5306.642090
	Iteration 16Q: 3 clusters Score -5604070 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -5604288.000000 Penalty: 5306.642090
	Iteration 17Q: 3 clusters Score -5604288 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -5604453.000000 Penalty: 5306.642090
	Iteration 18Q: 3 clusters Score -5604453 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -5604570.500000 Penalty: 5306.642090
	Iteration 19Q: 3 clusters Score -5604570 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -5604678.500000 Penalty: 5306.642090
	Iteration 20F: 3 clusters Score -5604678 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -5604715.500000 Penalty: 5306.642090
	Iteration 21Q: 3 clusters Score -5604716 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -5604754.500000 Penalty: 5306.642090
	Iteration 22Q: 3 clusters Score -5604754 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -5604782.000000 Penalty: 5306.642090
	Iteration 23Q: 3 clusters Score -5604782 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -5604803.500000 Penalty: 5306.642090
	Iteration 24Q: 3 clusters Score -5604804 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -5604813.500000 Penalty: 5306.642090
	Iteration 25Q: 3 clusters Score -5604814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -5604819.500000 Penalty: 5306.642090
	Iteration 26Q: 3 clusters Score -5604820 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -5604835.000000 Penalty: 5306.642090
	Iteration 27Q: 3 clusters Score -5604835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -5604836.500000 Penalty: 5306.642090
	Iteration 28Q: 3 clusters Score -5604836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -5604834.500000 Penalty: 5306.642090
	Iteration 29Q: 3 clusters Score -5604834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -5604842.000000 Penalty: 5306.642090
	Iteration 30Q: 3 clusters Score -5604842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -5604849.000000 Penalty: 5306.642090
	Iteration 31Q: 3 clusters Score -5604849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -5604856.000000 Penalty: 5306.642090
	Iteration 32Q: 3 clusters Score -5604856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -5604860.500000 Penalty: 5306.642090
	Iteration 33Q: 3 clusters Score -5604860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -5604862.500000 Penalty: 5306.642090
	Iteration 34Q: 3 clusters Score -5604862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -5604863.500000 Penalty: 5306.642090
	Iteration 35Q: 3 clusters Score -5604864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -5604860.500000 Penalty: 5306.642090
	Iteration 36Q: 3 clusters Score -5604860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -5604858.500000 Penalty: 5306.642090
	Iteration 37Q: 3 clusters Score -5604858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -5604871.000000 Penalty: 5306.642090
	Iteration 38Q: 3 clusters Score -5604871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -5604876.000000 Penalty: 5306.642090
	Iteration 39Q: 3 clusters Score -5604876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -5604882.000000 Penalty: 5306.642090
	Iteration 40F: 3 clusters Score -5604882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -5604890.000000 Penalty: 5306.642090
	Iteration 41Q: 3 clusters Score -5604890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -5604890.000000 Penalty: 5306.642090
	Iteration 42Q: 3 clusters Score -5604890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -5604901.500000 Penalty: 5306.642090
	Iteration 43Q: 3 clusters Score -5604902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -5604896.000000 Penalty: 5306.642090
	Iteration 44Q: 3 clusters Score -5604896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -5604901.000000 Penalty: 5306.642090
	Iteration 45Q: 3 clusters Score -5604901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -5604912.500000 Penalty: 5306.642090
	Iteration 46Q: 3 clusters Score -5604912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -5604922.500000 Penalty: 5306.642090
	Iteration 47Q: 3 clusters Score -5604922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -5604934.000000 Penalty: 5306.642090
	Iteration 48Q: 3 clusters Score -5604934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -5604927.500000 Penalty: 5306.642090
	Iteration 49Q: 3 clusters Score -5604928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -5604931.500000 Penalty: 5306.642090
	Iteration 50Q: 3 clusters Score -5604932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -5604929.500000 Penalty: 5306.642090
	Iteration 51Q: 3 clusters Score -5604930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -5604937.500000 Penalty: 5306.642090
	Iteration 52Q: 3 clusters Score -5604938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -5604935.000000 Penalty: 5306.642090
	Iteration 53Q: 3 clusters Score -5604935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -5604937.000000 Penalty: 5306.642090
	Iteration 54Q: 3 clusters Score -5604937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -5604934.500000 Penalty: 5306.642090
	Iteration 55Q: 3 clusters Score -5604934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -5604935.000000 Penalty: 5306.642090
	Iteration 56Q: 3 clusters Score -5604935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -5604937.500000 Penalty: 5306.642090
	Iteration 57Q: 3 clusters Score -5604938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -5604936.000000 Penalty: 5306.642090
	Iteration 58Q: 3 clusters Score -5604936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -5604943.500000 Penalty: 5306.642090
	Iteration 59Q: 3 clusters Score -5604944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -5604942.000000 Penalty: 5306.642090
	Iteration 60F: 3 clusters Score -5604942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -5604945.500000 Penalty: 5306.642090
	Iteration 61Q: 3 clusters Score -5604946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -5604945.500000 Penalty: 5306.642090
	Iteration 62F: 3 clusters Score -5604946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -103913.218750 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -103913.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -102062.187500 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -102062.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -102454.468750 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -102454.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -102654.375000 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -102654.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -102903.890625 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -102903.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -103213.609375 Penalty: 3385.966553
	Iteration 4F: 3 clusters Score -103213.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -103394.476562 Penalty: 3385.966553
	Iteration 5F: 3 clusters Score -103394.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -103520.453125 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -103520.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -103673.398438 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -103673.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -103952.695312 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -103952.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -104343.148438 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -104343.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -104409.953125 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -104410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -104479.289062 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -104479.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -104511.429688 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -104511.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -104519.054688 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -104519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -104520.468750 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -104520.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -104521.851562 Penalty: 3385.966553
	Iteration 15Q: 3 clusters Score -104521.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -104521.851562 Penalty: 3385.966553
	Iteration 16F: 3 clusters Score -104521.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 14450 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 161418 members 
Mstep: Class 5 contains 274494 members 
Mstep: Class 6 contains 13380 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54589 members 
Mstep: Class 11 contains 5228 members 
Mstep: Class 12 contains 11053 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36650 members 
Mstep: Class 15 contains 13013 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44306 members 
Mstep: Class 18 contains 421 members 
Mstep: Class 19 contains 13266 members 
Mstep: Class 20 contains 12480 members 
Mstep: Class 21 contains 13774 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12457 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 812 members 
Mstep: Class 27 contains 501 members 
Entering Unmasked Estep 
Score: -90827448.000000 Penalty: 90278.039062
Splitting cluster 18 changes total score from -90828528.000000 to -90827448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (13266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Entering Unmasked Estep 
Score: -1756743.875000 Penalty: 2354.254150
	Iteration 0F: 2 clusters Score -1756744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1746981.750000 Penalty: 4708.508301
	Iteration 0F: 3 clusters Score -1746982 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1749894.750000 Penalty: 4708.508301
	Iteration 1F: 3 clusters Score -1749895 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1750199.375000 Penalty: 4708.508301
	Iteration 2F: 3 clusters Score -1750199 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1750432.750000 Penalty: 4708.508301
	Iteration 3Q: 3 clusters Score -1750433 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1750610.375000 Penalty: 4708.508301
	Iteration 4Q: 3 clusters Score -1750610 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1750744.875000 Penalty: 4708.508301
	Iteration 5Q: 3 clusters Score -1750745 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1750865.125000 Penalty: 4708.508301
	Iteration 6Q: 3 clusters Score -1750865 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1750978.875000 Penalty: 4708.508301
	Iteration 7Q: 3 clusters Score -1750979 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1751087.875000 Penalty: 4708.508301
	Iteration 8Q: 3 clusters Score -1751088 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1751231.625000 Penalty: 4708.508301
	Iteration 9Q: 3 clusters Score -1751232 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1751401.625000 Penalty: 4708.508301
	Iteration 10Q: 3 clusters Score -1751402 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1751607.125000 Penalty: 4708.508301
	Iteration 11Q: 3 clusters Score -1751607 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1751848.625000 Penalty: 4708.508301
	Iteration 12Q: 3 clusters Score -1751849 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1752156.375000 Penalty: 4708.508301
	Iteration 13Q: 3 clusters Score -1752156 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1752531.125000 Penalty: 4708.508301
	Iteration 14Q: 3 clusters Score -1752531 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1752867.625000 Penalty: 4708.508301
	Iteration 15Q: 3 clusters Score -1752868 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1753121.125000 Penalty: 4708.508301
	Iteration 16Q: 3 clusters Score -1753121 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1753278.875000 Penalty: 4708.508301
	Iteration 17Q: 3 clusters Score -1753279 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1753402.000000 Penalty: 4708.508301
	Iteration 18Q: 3 clusters Score -1753402 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1753500.500000 Penalty: 4708.508301
	Iteration 19Q: 3 clusters Score -1753500 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1753589.500000 Penalty: 4708.508301
	Iteration 20F: 3 clusters Score -1753590 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1753658.375000 Penalty: 4708.508301
	Iteration 21Q: 3 clusters Score -1753658 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1753726.750000 Penalty: 4708.508301
	Iteration 22Q: 3 clusters Score -1753727 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1753787.625000 Penalty: 4708.508301
	Iteration 23Q: 3 clusters Score -1753788 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1753845.625000 Penalty: 4708.508301
	Iteration 24Q: 3 clusters Score -1753846 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1753879.625000 Penalty: 4708.508301
	Iteration 25Q: 3 clusters Score -1753880 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1753909.875000 Penalty: 4708.508301
	Iteration 26Q: 3 clusters Score -1753910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1753935.125000 Penalty: 4708.508301
	Iteration 27Q: 3 clusters Score -1753935 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1753955.250000 Penalty: 4708.508301
	Iteration 28Q: 3 clusters Score -1753955 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1753975.375000 Penalty: 4708.508301
	Iteration 29Q: 3 clusters Score -1753975 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1753993.750000 Penalty: 4708.508301
	Iteration 30Q: 3 clusters Score -1753994 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1754006.000000 Penalty: 4708.508301
	Iteration 31Q: 3 clusters Score -1754006 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1754025.375000 Penalty: 4708.508301
	Iteration 32Q: 3 clusters Score -1754025 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1754034.625000 Penalty: 4708.508301
	Iteration 33Q: 3 clusters Score -1754035 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1754052.250000 Penalty: 4708.508301
	Iteration 34Q: 3 clusters Score -1754052 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1754071.250000 Penalty: 4708.508301
	Iteration 35Q: 3 clusters Score -1754071 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1754080.125000 Penalty: 4708.508301
	Iteration 36Q: 3 clusters Score -1754080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1754093.375000 Penalty: 4708.508301
	Iteration 37Q: 3 clusters Score -1754093 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1754101.125000 Penalty: 4708.508301
	Iteration 38Q: 3 clusters Score -1754101 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1754115.250000 Penalty: 4708.508301
	Iteration 39Q: 3 clusters Score -1754115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1754130.750000 Penalty: 4708.508301
	Iteration 40F: 3 clusters Score -1754131 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1754145.125000 Penalty: 4708.508301
	Iteration 41Q: 3 clusters Score -1754145 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1754165.875000 Penalty: 4708.508301
	Iteration 42Q: 3 clusters Score -1754166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1754177.000000 Penalty: 4708.508301
	Iteration 43Q: 3 clusters Score -1754177 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1754184.750000 Penalty: 4708.508301
	Iteration 44Q: 3 clusters Score -1754185 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1754197.000000 Penalty: 4708.508301
	Iteration 45Q: 3 clusters Score -1754197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1754202.500000 Penalty: 4708.508301
	Iteration 46Q: 3 clusters Score -1754202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1754204.875000 Penalty: 4708.508301
	Iteration 47Q: 3 clusters Score -1754205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1754204.750000 Penalty: 4708.508301
	Iteration 48Q: 3 clusters Score -1754205 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1754212.125000 Penalty: 4708.508301
	Iteration 49Q: 3 clusters Score -1754212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1754217.625000 Penalty: 4708.508301
	Iteration 50Q: 3 clusters Score -1754218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1754223.375000 Penalty: 4708.508301
	Iteration 51Q: 3 clusters Score -1754223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1754231.875000 Penalty: 4708.508301
	Iteration 52Q: 3 clusters Score -1754232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1754240.500000 Penalty: 4708.508301
	Iteration 53Q: 3 clusters Score -1754240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1754242.625000 Penalty: 4708.508301
	Iteration 54Q: 3 clusters Score -1754243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1754243.375000 Penalty: 4708.508301
	Iteration 55Q: 3 clusters Score -1754243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1754253.750000 Penalty: 4708.508301
	Iteration 56Q: 3 clusters Score -1754254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1754260.000000 Penalty: 4708.508301
	Iteration 57Q: 3 clusters Score -1754260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1754272.000000 Penalty: 4708.508301
	Iteration 58Q: 3 clusters Score -1754272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1754277.750000 Penalty: 4708.508301
	Iteration 59Q: 3 clusters Score -1754278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1754281.500000 Penalty: 4708.508301
	Iteration 60F: 3 clusters Score -1754282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1754282.125000 Penalty: 4708.508301
	Iteration 61Q: 3 clusters Score -1754282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1754285.750000 Penalty: 4708.508301
	Iteration 62Q: 3 clusters Score -1754286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1754292.375000 Penalty: 4708.508301
	Iteration 63Q: 3 clusters Score -1754292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1754299.125000 Penalty: 4708.508301
	Iteration 64Q: 3 clusters Score -1754299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1754297.750000 Penalty: 4708.508301
	Iteration 65Q: 3 clusters Score -1754298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1754301.625000 Penalty: 4708.508301
	Iteration 66Q: 3 clusters Score -1754302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1754301.500000 Penalty: 4708.508301
	Iteration 67Q: 3 clusters Score -1754302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1754306.125000 Penalty: 4708.508301
	Iteration 68Q: 3 clusters Score -1754306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1754311.375000 Penalty: 4708.508301
	Iteration 69Q: 3 clusters Score -1754311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1754316.000000 Penalty: 4708.508301
	Iteration 70Q: 3 clusters Score -1754316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1754316.625000 Penalty: 4708.508301
	Iteration 71Q: 3 clusters Score -1754317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1754325.250000 Penalty: 4708.508301
	Iteration 72Q: 3 clusters Score -1754325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1754325.750000 Penalty: 4708.508301
	Iteration 73Q: 3 clusters Score -1754326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1754330.250000 Penalty: 4708.508301
	Iteration 74Q: 3 clusters Score -1754330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1754335.125000 Penalty: 4708.508301
	Iteration 75Q: 3 clusters Score -1754335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1754344.125000 Penalty: 4708.508301
	Iteration 76Q: 3 clusters Score -1754344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1754355.000000 Penalty: 4708.508301
	Iteration 77Q: 3 clusters Score -1754355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1754358.125000 Penalty: 4708.508301
	Iteration 78Q: 3 clusters Score -1754358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1754369.250000 Penalty: 4708.508301
	Iteration 79Q: 3 clusters Score -1754369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1754374.625000 Penalty: 4708.508301
	Iteration 80F: 3 clusters Score -1754375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1754376.750000 Penalty: 4708.508301
	Iteration 81Q: 3 clusters Score -1754377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1754380.750000 Penalty: 4708.508301
	Iteration 82Q: 3 clusters Score -1754381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1754383.250000 Penalty: 4708.508301
	Iteration 83Q: 3 clusters Score -1754383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1754388.625000 Penalty: 4708.508301
	Iteration 84Q: 3 clusters Score -1754389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1754390.250000 Penalty: 4708.508301
	Iteration 85Q: 3 clusters Score -1754390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1754400.125000 Penalty: 4708.508301
	Iteration 86Q: 3 clusters Score -1754400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1754406.500000 Penalty: 4708.508301
	Iteration 87Q: 3 clusters Score -1754406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1754415.375000 Penalty: 4708.508301
	Iteration 88Q: 3 clusters Score -1754415 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1754427.750000 Penalty: 4708.508301
	Iteration 89Q: 3 clusters Score -1754428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1754435.000000 Penalty: 4708.508301
	Iteration 90Q: 3 clusters Score -1754435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1754436.250000 Penalty: 4708.508301
	Iteration 91Q: 3 clusters Score -1754436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1754442.375000 Penalty: 4708.508301
	Iteration 92Q: 3 clusters Score -1754442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1754447.500000 Penalty: 4708.508301
	Iteration 93Q: 3 clusters Score -1754448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1754451.000000 Penalty: 4708.508301
	Iteration 94Q: 3 clusters Score -1754451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1754457.500000 Penalty: 4708.508301
	Iteration 95Q: 3 clusters Score -1754458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1754462.250000 Penalty: 4708.508301
	Iteration 96Q: 3 clusters Score -1754462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1754469.500000 Penalty: 4708.508301
	Iteration 97Q: 3 clusters Score -1754470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1754476.375000 Penalty: 4708.508301
	Iteration 98Q: 3 clusters Score -1754476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1754483.250000 Penalty: 4708.508301
	Iteration 99Q: 3 clusters Score -1754483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1754485.875000 Penalty: 4708.508301
	Iteration 100F: 3 clusters Score -1754486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1754489.250000 Penalty: 4708.508301
	Iteration 101Q: 3 clusters Score -1754489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1754497.500000 Penalty: 4708.508301
	Iteration 102Q: 3 clusters Score -1754498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1754497.625000 Penalty: 4708.508301
	Iteration 103Q: 3 clusters Score -1754498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1754502.000000 Penalty: 4708.508301
	Iteration 104Q: 3 clusters Score -1754502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1754504.750000 Penalty: 4708.508301
	Iteration 105Q: 3 clusters Score -1754505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1754506.500000 Penalty: 4708.508301
	Iteration 106Q: 3 clusters Score -1754506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1754508.875000 Penalty: 4708.508301
	Iteration 107Q: 3 clusters Score -1754509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1754513.500000 Penalty: 4708.508301
	Iteration 108Q: 3 clusters Score -1754514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1754518.125000 Penalty: 4708.508301
	Iteration 109Q: 3 clusters Score -1754518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1754520.750000 Penalty: 4708.508301
	Iteration 110Q: 3 clusters Score -1754521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1754521.500000 Penalty: 4708.508301
	Iteration 111Q: 3 clusters Score -1754522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1754519.875000 Penalty: 4708.508301
	Iteration 112Q: 3 clusters Score -1754520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1754523.375000 Penalty: 4708.508301
	Iteration 113Q: 3 clusters Score -1754523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1754526.875000 Penalty: 4708.508301
	Iteration 114Q: 3 clusters Score -1754527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1754526.750000 Penalty: 4708.508301
	Iteration 115Q: 3 clusters Score -1754527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1754527.500000 Penalty: 4708.508301
	Iteration 116Q: 3 clusters Score -1754528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1754531.375000 Penalty: 4708.508301
	Iteration 117Q: 3 clusters Score -1754531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1754531.875000 Penalty: 4708.508301
	Iteration 118Q: 3 clusters Score -1754532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1754530.125000 Penalty: 4708.508301
	Iteration 119Q: 3 clusters Score -1754530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1754533.250000 Penalty: 4708.508301
	Iteration 120F: 3 clusters Score -1754533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1754532.375000 Penalty: 4708.508301
	Iteration 121Q: 3 clusters Score -1754532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1754532.375000 Penalty: 4708.508301
	Iteration 122Q: 3 clusters Score -1754532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1754536.625000 Penalty: 4708.508301
	Iteration 123Q: 3 clusters Score -1754537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1754537.375000 Penalty: 4708.508301
	Iteration 124Q: 3 clusters Score -1754537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1754537.500000 Penalty: 4708.508301
	Iteration 125Q: 3 clusters Score -1754538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1754538.000000 Penalty: 4708.508301
	Iteration 126Q: 3 clusters Score -1754538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1754545.125000 Penalty: 4708.508301
	Iteration 127Q: 3 clusters Score -1754545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1754548.125000 Penalty: 4708.508301
	Iteration 128Q: 3 clusters Score -1754548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1754554.750000 Penalty: 4708.508301
	Iteration 129Q: 3 clusters Score -1754555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1754556.875000 Penalty: 4708.508301
	Iteration 130Q: 3 clusters Score -1754557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1754561.625000 Penalty: 4708.508301
	Iteration 131Q: 3 clusters Score -1754562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1754565.750000 Penalty: 4708.508301
	Iteration 132Q: 3 clusters Score -1754566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1754568.875000 Penalty: 4708.508301
	Iteration 133Q: 3 clusters Score -1754569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1754568.125000 Penalty: 4708.508301
	Iteration 134Q: 3 clusters Score -1754568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1754572.500000 Penalty: 4708.508301
	Iteration 135Q: 3 clusters Score -1754572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1754576.625000 Penalty: 4708.508301
	Iteration 136Q: 3 clusters Score -1754577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1754577.500000 Penalty: 4708.508301
	Iteration 137Q: 3 clusters Score -1754578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1754583.375000 Penalty: 4708.508301
	Iteration 138Q: 3 clusters Score -1754583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1754588.500000 Penalty: 4708.508301
	Iteration 139Q: 3 clusters Score -1754588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1754606.500000 Penalty: 4708.508301
	Iteration 140F: 3 clusters Score -1754606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1754619.250000 Penalty: 4708.508301
	Iteration 141Q: 3 clusters Score -1754619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1754625.250000 Penalty: 4708.508301
	Iteration 142Q: 3 clusters Score -1754625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1754631.875000 Penalty: 4708.508301
	Iteration 143Q: 3 clusters Score -1754632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1754636.500000 Penalty: 4708.508301
	Iteration 144Q: 3 clusters Score -1754636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1754639.125000 Penalty: 4708.508301
	Iteration 145Q: 3 clusters Score -1754639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1754641.750000 Penalty: 4708.508301
	Iteration 146Q: 3 clusters Score -1754642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1754641.500000 Penalty: 4708.508301
	Iteration 147Q: 3 clusters Score -1754642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1754641.625000 Penalty: 4708.508301
	Iteration 148Q: 3 clusters Score -1754642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1754642.500000 Penalty: 4708.508301
	Iteration 149Q: 3 clusters Score -1754642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1754646.125000 Penalty: 4708.508301
	Iteration 150Q: 3 clusters Score -1754646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1754648.500000 Penalty: 4708.508301
	Iteration 151Q: 3 clusters Score -1754648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1754645.625000 Penalty: 4708.508301
	Iteration 152Q: 3 clusters Score -1754646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1754650.250000 Penalty: 4708.508301
	Iteration 153Q: 3 clusters Score -1754650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1754650.625000 Penalty: 4708.508301
	Iteration 154Q: 3 clusters Score -1754651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1754654.875000 Penalty: 4708.508301
	Iteration 155Q: 3 clusters Score -1754655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1754653.875000 Penalty: 4708.508301
	Iteration 156Q: 3 clusters Score -1754654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1754656.750000 Penalty: 4708.508301
	Iteration 157Q: 3 clusters Score -1754657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1754657.500000 Penalty: 4708.508301
	Iteration 158Q: 3 clusters Score -1754658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1754657.500000 Penalty: 4708.508301
	Iteration 159Q: 3 clusters Score -1754658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1754657.000000 Penalty: 4708.508301
	Iteration 160F: 3 clusters Score -1754657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1754656.750000 Penalty: 4708.508301
	Iteration 161Q: 3 clusters Score -1754657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1754659.750000 Penalty: 4708.508301
	Iteration 162Q: 3 clusters Score -1754660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1754659.750000 Penalty: 4708.508301
	Iteration 163Q: 3 clusters Score -1754660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1754663.875000 Penalty: 4708.508301
	Iteration 164Q: 3 clusters Score -1754664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1754663.875000 Penalty: 4708.508301
	Iteration 165F: 3 clusters Score -1754664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Entering Unmasked Estep 
Score: -1496121.375000 Penalty: 2339.106934
	Iteration 0F: 2 clusters Score -1496121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1486897.625000 Penalty: 4678.213867
	Iteration 0F: 3 clusters Score -1486898 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1489815.250000 Penalty: 4678.213867
	Iteration 1F: 3 clusters Score -1489815 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1490262.125000 Penalty: 4678.213867
	Iteration 2F: 3 clusters Score -1490262 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1490682.125000 Penalty: 4678.213867
	Iteration 3F: 3 clusters Score -1490682 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1491050.875000 Penalty: 4678.213867
	Iteration 4F: 3 clusters Score -1491051 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1491357.250000 Penalty: 4678.213867
	Iteration 5Q: 3 clusters Score -1491357 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1491606.875000 Penalty: 4678.213867
	Iteration 6Q: 3 clusters Score -1491607 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1491805.500000 Penalty: 4678.213867
	Iteration 7Q: 3 clusters Score -1491806 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1492002.500000 Penalty: 4678.213867
	Iteration 8Q: 3 clusters Score -1492002 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1492181.375000 Penalty: 4678.213867
	Iteration 9Q: 3 clusters Score -1492181 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1492360.875000 Penalty: 4678.213867
	Iteration 10Q: 3 clusters Score -1492361 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1492559.125000 Penalty: 4678.213867
	Iteration 11Q: 3 clusters Score -1492559 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1492771.250000 Penalty: 4678.213867
	Iteration 12Q: 3 clusters Score -1492771 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1493028.000000 Penalty: 4678.213867
	Iteration 13Q: 3 clusters Score -1493028 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1493263.375000 Penalty: 4678.213867
	Iteration 14Q: 3 clusters Score -1493263 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1493469.625000 Penalty: 4678.213867
	Iteration 15Q: 3 clusters Score -1493470 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1493634.125000 Penalty: 4678.213867
	Iteration 16Q: 3 clusters Score -1493634 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1493766.750000 Penalty: 4678.213867
	Iteration 17Q: 3 clusters Score -1493767 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1493850.500000 Penalty: 4678.213867
	Iteration 18Q: 3 clusters Score -1493850 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1493904.000000 Penalty: 4678.213867
	Iteration 19Q: 3 clusters Score -1493904 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1493939.750000 Penalty: 4678.213867
	Iteration 20F: 3 clusters Score -1493940 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1493963.375000 Penalty: 4678.213867
	Iteration 21Q: 3 clusters Score -1493963 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1493980.250000 Penalty: 4678.213867
	Iteration 22Q: 3 clusters Score -1493980 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1493995.750000 Penalty: 4678.213867
	Iteration 23Q: 3 clusters Score -1493996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1494004.500000 Penalty: 4678.213867
	Iteration 24Q: 3 clusters Score -1494004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1494009.625000 Penalty: 4678.213867
	Iteration 25Q: 3 clusters Score -1494010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1494014.625000 Penalty: 4678.213867
	Iteration 26Q: 3 clusters Score -1494015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1494016.125000 Penalty: 4678.213867
	Iteration 27Q: 3 clusters Score -1494016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1494020.750000 Penalty: 4678.213867
	Iteration 28Q: 3 clusters Score -1494021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1494023.000000 Penalty: 4678.213867
	Iteration 29Q: 3 clusters Score -1494023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1494026.875000 Penalty: 4678.213867
	Iteration 30Q: 3 clusters Score -1494027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1494030.875000 Penalty: 4678.213867
	Iteration 31Q: 3 clusters Score -1494031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1494032.375000 Penalty: 4678.213867
	Iteration 32Q: 3 clusters Score -1494032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1494035.375000 Penalty: 4678.213867
	Iteration 33Q: 3 clusters Score -1494035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1494038.375000 Penalty: 4678.213867
	Iteration 34Q: 3 clusters Score -1494038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1494039.875000 Penalty: 4678.213867
	Iteration 35Q: 3 clusters Score -1494040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1494039.375000 Penalty: 4678.213867
	Iteration 36Q: 3 clusters Score -1494039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1494039.375000 Penalty: 4678.213867
	Iteration 37Q: 3 clusters Score -1494039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1494038.250000 Penalty: 4678.213867
	Iteration 38Q: 3 clusters Score -1494038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1494039.875000 Penalty: 4678.213867
	Iteration 39Q: 3 clusters Score -1494040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1494038.875000 Penalty: 4678.213867
	Iteration 40F: 3 clusters Score -1494039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1494039.625000 Penalty: 4678.213867
	Iteration 41Q: 3 clusters Score -1494040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1494042.500000 Penalty: 4678.213867
	Iteration 42Q: 3 clusters Score -1494042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1494042.125000 Penalty: 4678.213867
	Iteration 43Q: 3 clusters Score -1494042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1494043.875000 Penalty: 4678.213867
	Iteration 44Q: 3 clusters Score -1494044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1494044.250000 Penalty: 4678.213867
	Iteration 45Q: 3 clusters Score -1494044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1494038.625000 Penalty: 4678.213867
	Iteration 46Q: 3 clusters Score -1494039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1494040.500000 Penalty: 4678.213867
	Iteration 47Q: 3 clusters Score -1494040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1494043.375000 Penalty: 4678.213867
	Iteration 48Q: 3 clusters Score -1494043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1494043.125000 Penalty: 4678.213867
	Iteration 49Q: 3 clusters Score -1494043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1494043.125000 Penalty: 4678.213867
	Iteration 50F: 3 clusters Score -1494043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Entering Unmasked Estep 
Score: -1771559.125000 Penalty: 2363.573242
	Iteration 0F: 2 clusters Score -1771559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1761506.250000 Penalty: 4727.146484
	Iteration 0F: 3 clusters Score -1761506 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1764520.250000 Penalty: 4727.146484
	Iteration 1F: 3 clusters Score -1764520 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1764924.375000 Penalty: 4727.146484
	Iteration 2F: 3 clusters Score -1764924 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1765236.125000 Penalty: 4727.146484
	Iteration 3F: 3 clusters Score -1765236 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1765532.375000 Penalty: 4727.146484
	Iteration 4Q: 3 clusters Score -1765532 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1765825.000000 Penalty: 4727.146484
	Iteration 5Q: 3 clusters Score -1765825 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1766085.500000 Penalty: 4727.146484
	Iteration 6Q: 3 clusters Score -1766086 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1766346.500000 Penalty: 4727.146484
	Iteration 7Q: 3 clusters Score -1766346 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1766661.250000 Penalty: 4727.146484
	Iteration 8Q: 3 clusters Score -1766661 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1767006.875000 Penalty: 4727.146484
	Iteration 9Q: 3 clusters Score -1767007 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1767405.250000 Penalty: 4727.146484
	Iteration 10Q: 3 clusters Score -1767405 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1767851.000000 Penalty: 4727.146484
	Iteration 11Q: 3 clusters Score -1767851 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1768271.250000 Penalty: 4727.146484
	Iteration 12Q: 3 clusters Score -1768271 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1768649.500000 Penalty: 4727.146484
	Iteration 13Q: 3 clusters Score -1768650 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1768951.500000 Penalty: 4727.146484
	Iteration 14Q: 3 clusters Score -1768952 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1769183.875000 Penalty: 4727.146484
	Iteration 15Q: 3 clusters Score -1769184 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1769348.250000 Penalty: 4727.146484
	Iteration 16Q: 3 clusters Score -1769348 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1769453.250000 Penalty: 4727.146484
	Iteration 17Q: 3 clusters Score -1769453 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1769530.250000 Penalty: 4727.146484
	Iteration 18Q: 3 clusters Score -1769530 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1769588.125000 Penalty: 4727.146484
	Iteration 19Q: 3 clusters Score -1769588 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1769629.000000 Penalty: 4727.146484
	Iteration 20F: 3 clusters Score -1769629 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1769658.375000 Penalty: 4727.146484
	Iteration 21Q: 3 clusters Score -1769658 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1769682.500000 Penalty: 4727.146484
	Iteration 22Q: 3 clusters Score -1769682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1769701.000000 Penalty: 4727.146484
	Iteration 23Q: 3 clusters Score -1769701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1769710.750000 Penalty: 4727.146484
	Iteration 24Q: 3 clusters Score -1769711 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1769732.750000 Penalty: 4727.146484
	Iteration 25Q: 3 clusters Score -1769733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1769745.375000 Penalty: 4727.146484
	Iteration 26Q: 3 clusters Score -1769745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1769755.250000 Penalty: 4727.146484
	Iteration 27Q: 3 clusters Score -1769755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1769764.125000 Penalty: 4727.146484
	Iteration 28Q: 3 clusters Score -1769764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1769769.625000 Penalty: 4727.146484
	Iteration 29Q: 3 clusters Score -1769770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1769775.000000 Penalty: 4727.146484
	Iteration 30Q: 3 clusters Score -1769775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1769784.000000 Penalty: 4727.146484
	Iteration 31Q: 3 clusters Score -1769784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1769794.500000 Penalty: 4727.146484
	Iteration 32Q: 3 clusters Score -1769794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1769798.125000 Penalty: 4727.146484
	Iteration 33Q: 3 clusters Score -1769798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1769800.375000 Penalty: 4727.146484
	Iteration 34Q: 3 clusters Score -1769800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1769803.250000 Penalty: 4727.146484
	Iteration 35Q: 3 clusters Score -1769803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1769808.625000 Penalty: 4727.146484
	Iteration 36Q: 3 clusters Score -1769809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1769807.750000 Penalty: 4727.146484
	Iteration 37Q: 3 clusters Score -1769808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1769809.000000 Penalty: 4727.146484
	Iteration 38Q: 3 clusters Score -1769809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1769806.375000 Penalty: 4727.146484
	Iteration 39Q: 3 clusters Score -1769806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1769808.250000 Penalty: 4727.146484
	Iteration 40F: 3 clusters Score -1769808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -43961.332031 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43961.33 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 203 members 
Entering Unmasked Estep 
Score: -42558.246094 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -42558.25 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42777.386719 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -42777.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42939.617188 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -42939.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43021.363281 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -43021.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43075.328125 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -43075.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43104.085938 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -43104.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -43123.503906 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -43123.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43128.691406 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -43128.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43132.820312 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -43132.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43136.691406 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -43136.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43139.953125 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -43139.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43140.582031 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -43140.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43140.582031 Penalty: 2993.598877
	Iteration 12F: 3 clusters Score -43140.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Entering Unmasked Estep 
Score: -714463.937500 Penalty: 2144.715332
	Iteration 0F: 2 clusters Score -714463.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -709533.187500 Penalty: 4289.430664
	Iteration 0F: 3 clusters Score -709533.2 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -710826.562500 Penalty: 4289.430664
	Iteration 1F: 3 clusters Score -710826.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -711259.437500 Penalty: 4289.430664
	Iteration 2F: 3 clusters Score -711259.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -711645.875000 Penalty: 4289.430664
	Iteration 3F: 3 clusters Score -711645.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -711970.625000 Penalty: 4289.430664
	Iteration 4F: 3 clusters Score -711970.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -712238.562500 Penalty: 4289.430664
	Iteration 5F: 3 clusters Score -712238.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -712492.875000 Penalty: 4289.430664
	Iteration 6F: 3 clusters Score -712492.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -712698.000000 Penalty: 4289.430664
	Iteration 7Q: 3 clusters Score -712698 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -712866.875000 Penalty: 4289.430664
	Iteration 8Q: 3 clusters Score -712866.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -712990.875000 Penalty: 4289.430664
	Iteration 9Q: 3 clusters Score -712990.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -713068.000000 Penalty: 4289.430664
	Iteration 10Q: 3 clusters Score -713068 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -713104.312500 Penalty: 4289.430664
	Iteration 11Q: 3 clusters Score -713104.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -713132.250000 Penalty: 4289.430664
	Iteration 12Q: 3 clusters Score -713132.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -713160.187500 Penalty: 4289.430664
	Iteration 13Q: 3 clusters Score -713160.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -713173.375000 Penalty: 4289.430664
	Iteration 14Q: 3 clusters Score -713173.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -713188.750000 Penalty: 4289.430664
	Iteration 15Q: 3 clusters Score -713188.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -713197.812500 Penalty: 4289.430664
	Iteration 16Q: 3 clusters Score -713197.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -713204.687500 Penalty: 4289.430664
	Iteration 17Q: 3 clusters Score -713204.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -713205.937500 Penalty: 4289.430664
	Iteration 18Q: 3 clusters Score -713205.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -713205.937500 Penalty: 4289.430664
	Iteration 19F: 3 clusters Score -713205.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Entering Unmasked Estep 
Score: -1600836.500000 Penalty: 2338.649414
	Iteration 0F: 2 clusters Score -1600836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1591517.375000 Penalty: 4677.298828
	Iteration 0F: 3 clusters Score -1591517 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1594411.750000 Penalty: 4677.298828
	Iteration 1F: 3 clusters Score -1594412 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1594693.875000 Penalty: 4677.298828
	Iteration 2F: 3 clusters Score -1594694 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1594894.125000 Penalty: 4677.298828
	Iteration 3Q: 3 clusters Score -1594894 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1595057.625000 Penalty: 4677.298828
	Iteration 4Q: 3 clusters Score -1595058 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1595208.875000 Penalty: 4677.298828
	Iteration 5Q: 3 clusters Score -1595209 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1595343.625000 Penalty: 4677.298828
	Iteration 6Q: 3 clusters Score -1595344 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1595474.750000 Penalty: 4677.298828
	Iteration 7Q: 3 clusters Score -1595475 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1595635.875000 Penalty: 4677.298828
	Iteration 8Q: 3 clusters Score -1595636 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1595822.625000 Penalty: 4677.298828
	Iteration 9Q: 3 clusters Score -1595823 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1596060.500000 Penalty: 4677.298828
	Iteration 10Q: 3 clusters Score -1596060 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1596322.625000 Penalty: 4677.298828
	Iteration 11Q: 3 clusters Score -1596323 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1596632.750000 Penalty: 4677.298828
	Iteration 12Q: 3 clusters Score -1596633 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1596990.125000 Penalty: 4677.298828
	Iteration 13Q: 3 clusters Score -1596990 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1597333.625000 Penalty: 4677.298828
	Iteration 14Q: 3 clusters Score -1597334 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1597666.500000 Penalty: 4677.298828
	Iteration 15Q: 3 clusters Score -1597666 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1597976.625000 Penalty: 4677.298828
	Iteration 16Q: 3 clusters Score -1597977 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1598227.375000 Penalty: 4677.298828
	Iteration 17Q: 3 clusters Score -1598227 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1598379.125000 Penalty: 4677.298828
	Iteration 18Q: 3 clusters Score -1598379 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1598485.375000 Penalty: 4677.298828
	Iteration 19Q: 3 clusters Score -1598485 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1598573.875000 Penalty: 4677.298828
	Iteration 20F: 3 clusters Score -1598574 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1598629.250000 Penalty: 4677.298828
	Iteration 21Q: 3 clusters Score -1598629 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1598671.000000 Penalty: 4677.298828
	Iteration 22Q: 3 clusters Score -1598671 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1598713.750000 Penalty: 4677.298828
	Iteration 23Q: 3 clusters Score -1598714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1598739.500000 Penalty: 4677.298828
	Iteration 24Q: 3 clusters Score -1598740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1598761.625000 Penalty: 4677.298828
	Iteration 25Q: 3 clusters Score -1598762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1598776.500000 Penalty: 4677.298828
	Iteration 26Q: 3 clusters Score -1598776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1598785.000000 Penalty: 4677.298828
	Iteration 27Q: 3 clusters Score -1598785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1598801.625000 Penalty: 4677.298828
	Iteration 28Q: 3 clusters Score -1598802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1598817.625000 Penalty: 4677.298828
	Iteration 29Q: 3 clusters Score -1598818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1598824.500000 Penalty: 4677.298828
	Iteration 30Q: 3 clusters Score -1598824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1598836.250000 Penalty: 4677.298828
	Iteration 31Q: 3 clusters Score -1598836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1598837.125000 Penalty: 4677.298828
	Iteration 32Q: 3 clusters Score -1598837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1598840.875000 Penalty: 4677.298828
	Iteration 33Q: 3 clusters Score -1598841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1598846.500000 Penalty: 4677.298828
	Iteration 34Q: 3 clusters Score -1598846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1598852.875000 Penalty: 4677.298828
	Iteration 35Q: 3 clusters Score -1598853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1598858.375000 Penalty: 4677.298828
	Iteration 36Q: 3 clusters Score -1598858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1598857.875000 Penalty: 4677.298828
	Iteration 37Q: 3 clusters Score -1598858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1598859.500000 Penalty: 4677.298828
	Iteration 38Q: 3 clusters Score -1598860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1598858.875000 Penalty: 4677.298828
	Iteration 39Q: 3 clusters Score -1598859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1598862.625000 Penalty: 4677.298828
	Iteration 40F: 3 clusters Score -1598863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -47200.082031 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -47200.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45836.968750 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -45836.97 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46241.937500 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -46241.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46505.578125 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -46505.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46744.222656 Penalty: 3040.009033
	Iteration 3Q: 3 clusters Score -46744.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47040.847656 Penalty: 3040.009033
	Iteration 4F: 3 clusters Score -47040.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -47377.695312 Penalty: 3040.009033
	Iteration 5F: 3 clusters Score -47377.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -47500.070312 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -47500.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -47532.457031 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -47532.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -47536.820312 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -47536.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -47536.820312 Penalty: 3040.009033
	Iteration 9F: 3 clusters Score -47536.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 14450 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 161418 members 
Mstep: Class 5 contains 274494 members 
Mstep: Class 6 contains 13380 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54589 members 
Mstep: Class 11 contains 5228 members 
Mstep: Class 12 contains 11053 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36650 members 
Mstep: Class 15 contains 13013 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44306 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13266 members 
Mstep: Class 20 contains 12480 members 
Mstep: Class 21 contains 13774 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12457 members 
Mstep: Class 25 contains 141 members 
Mstep: Class 26 contains 812 members 
Mstep: Class 27 contains 318 members 
Entering Unmasked Estep 
Score: -90827032.000000 Penalty: 90278.039062
Splitting cluster 25 changes total score from -90828528.000000 to -90827032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -80929.390625 Penalty: 1661.476196
	Iteration 0F: 2 clusters Score -80929.39 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 413 members 
Entering Unmasked Estep 
Score: -79164.234375 Penalty: 3322.952393
	Iteration 0F: 3 clusters Score -79164.23 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -79423.578125 Penalty: 3322.952393
	Iteration 1F: 3 clusters Score -79423.58 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -79521.429688 Penalty: 3322.952393
	Iteration 2F: 3 clusters Score -79521.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -79566.117188 Penalty: 3322.952393
	Iteration 3Q: 3 clusters Score -79566.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -79607.000000 Penalty: 3322.952393
	Iteration 4Q: 3 clusters Score -79607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -79683.820312 Penalty: 3322.952393
	Iteration 5Q: 3 clusters Score -79683.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -79798.445312 Penalty: 3322.952393
	Iteration 6Q: 3 clusters Score -79798.45 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -79889.890625 Penalty: 3322.952393
	Iteration 7Q: 3 clusters Score -79889.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -79938.078125 Penalty: 3322.952393
	Iteration 8Q: 3 clusters Score -79938.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -79964.578125 Penalty: 3322.952393
	Iteration 9Q: 3 clusters Score -79964.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -79985.390625 Penalty: 3322.952393
	Iteration 10Q: 3 clusters Score -79985.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -80011.007812 Penalty: 3322.952393
	Iteration 11Q: 3 clusters Score -80011.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -80029.445312 Penalty: 3322.952393
	Iteration 12Q: 3 clusters Score -80029.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80046.710938 Penalty: 3322.952393
	Iteration 13Q: 3 clusters Score -80046.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80061.187500 Penalty: 3322.952393
	Iteration 14Q: 3 clusters Score -80061.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -80069.578125 Penalty: 3322.952393
	Iteration 15Q: 3 clusters Score -80069.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -80079.148438 Penalty: 3322.952393
	Iteration 16Q: 3 clusters Score -80079.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80088.171875 Penalty: 3322.952393
	Iteration 17Q: 3 clusters Score -80088.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -80096.437500 Penalty: 3322.952393
	Iteration 18Q: 3 clusters Score -80096.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80101.742188 Penalty: 3322.952393
	Iteration 19Q: 3 clusters Score -80101.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -80105.687500 Penalty: 3322.952393
	Iteration 20F: 3 clusters Score -80105.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -80127.312500 Penalty: 3322.952393
	Iteration 21Q: 3 clusters Score -80127.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80141.343750 Penalty: 3322.952393
	Iteration 22Q: 3 clusters Score -80141.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80146.320312 Penalty: 3322.952393
	Iteration 23Q: 3 clusters Score -80146.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80149.953125 Penalty: 3322.952393
	Iteration 24Q: 3 clusters Score -80149.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80153.906250 Penalty: 3322.952393
	Iteration 25Q: 3 clusters Score -80153.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80161.945312 Penalty: 3322.952393
	Iteration 26Q: 3 clusters Score -80161.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80168.562500 Penalty: 3322.952393
	Iteration 27Q: 3 clusters Score -80168.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80173.195312 Penalty: 3322.952393
	Iteration 28Q: 3 clusters Score -80173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80174.070312 Penalty: 3322.952393
	Iteration 29Q: 3 clusters Score -80174.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80175.351562 Penalty: 3322.952393
	Iteration 30Q: 3 clusters Score -80175.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80177.554688 Penalty: 3322.952393
	Iteration 31Q: 3 clusters Score -80177.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80178.398438 Penalty: 3322.952393
	Iteration 32Q: 3 clusters Score -80178.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80178.398438 Penalty: 3322.952393
	Iteration 33F: 3 clusters Score -80178.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 14450 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 161418 members 
Mstep: Class 5 contains 274494 members 
Mstep: Class 6 contains 13380 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54589 members 
Mstep: Class 11 contains 5228 members 
Mstep: Class 12 contains 11053 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36650 members 
Mstep: Class 15 contains 13013 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44306 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13266 members 
Mstep: Class 20 contains 12480 members 
Mstep: Class 21 contains 13774 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12457 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828528.000000 Penalty: 86934.414062
Iteration 359Q: 27 clusters Score -9.082853e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 14448 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 161413 members 
Mstep: Class 5 contains 274496 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54587 members 
Mstep: Class 11 contains 5228 members 
Mstep: Class 12 contains 11056 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36651 members 
Mstep: Class 15 contains 13012 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44289 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13267 members 
Mstep: Class 20 contains 12479 members 
Mstep: Class 21 contains 13771 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12457 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828512.000000 Penalty: 86934.414062
Iteration 360F: 27 clusters Score -9.082851e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 14447 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 161412 members 
Mstep: Class 5 contains 274506 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54585 members 
Mstep: Class 11 contains 5228 members 
Mstep: Class 12 contains 11062 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36652 members 
Mstep: Class 15 contains 13011 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44268 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13268 members 
Mstep: Class 20 contains 12484 members 
Mstep: Class 21 contains 13767 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12454 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828600.000000 Penalty: 86934.414062
Iteration 361Q: 27 clusters Score -9.08286e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 14449 members 
Mstep: Class 3 contains 5865 members 
Mstep: Class 4 contains 161414 members 
Mstep: Class 5 contains 274511 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54583 members 
Mstep: Class 11 contains 5228 members 
Mstep: Class 12 contains 11065 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36657 members 
Mstep: Class 15 contains 13014 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44236 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13267 members 
Mstep: Class 20 contains 12487 members 
Mstep: Class 21 contains 13765 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12452 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828584.000000 Penalty: 86934.414062
Iteration 362Q: 27 clusters Score -9.082858e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 14451 members 
Mstep: Class 3 contains 5862 members 
Mstep: Class 4 contains 161425 members 
Mstep: Class 5 contains 274506 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54582 members 
Mstep: Class 11 contains 5227 members 
Mstep: Class 12 contains 11067 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36656 members 
Mstep: Class 15 contains 13017 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44211 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13267 members 
Mstep: Class 20 contains 12489 members 
Mstep: Class 21 contains 13763 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12450 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828608.000000 Penalty: 86934.414062
Iteration 363Q: 27 clusters Score -9.082861e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 14454 members 
Mstep: Class 3 contains 5857 members 
Mstep: Class 4 contains 161429 members 
Mstep: Class 5 contains 274504 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54583 members 
Mstep: Class 11 contains 5224 members 
Mstep: Class 12 contains 11068 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36661 members 
Mstep: Class 15 contains 13021 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44193 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13267 members 
Mstep: Class 20 contains 12492 members 
Mstep: Class 21 contains 13759 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12447 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828544.000000 Penalty: 86934.414062
Iteration 364Q: 27 clusters Score -9.082854e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 14455 members 
Mstep: Class 3 contains 5854 members 
Mstep: Class 4 contains 161429 members 
Mstep: Class 5 contains 274501 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54583 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 11068 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36661 members 
Mstep: Class 15 contains 13026 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44175 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13267 members 
Mstep: Class 20 contains 12499 members 
Mstep: Class 21 contains 13757 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12445 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828584.000000 Penalty: 86934.414062
Iteration 365Q: 27 clusters Score -9.082858e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 14458 members 
Mstep: Class 3 contains 5853 members 
Mstep: Class 4 contains 161432 members 
Mstep: Class 5 contains 274500 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54584 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 11068 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36662 members 
Mstep: Class 15 contains 13024 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44162 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13267 members 
Mstep: Class 20 contains 12501 members 
Mstep: Class 21 contains 13757 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12442 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828608.000000 Penalty: 86934.414062
Iteration 366Q: 27 clusters Score -9.082861e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 14461 members 
Mstep: Class 3 contains 5854 members 
Mstep: Class 4 contains 161432 members 
Mstep: Class 5 contains 274502 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54584 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 11068 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36664 members 
Mstep: Class 15 contains 13024 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44149 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13267 members 
Mstep: Class 20 contains 12502 members 
Mstep: Class 21 contains 13755 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12441 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828616.000000 Penalty: 86934.414062
Iteration 367Q: 27 clusters Score -9.082862e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 14461 members 
Mstep: Class 3 contains 5854 members 
Mstep: Class 4 contains 161435 members 
Mstep: Class 5 contains 274502 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54583 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 11070 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36664 members 
Mstep: Class 15 contains 13025 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44142 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13267 members 
Mstep: Class 20 contains 12501 members 
Mstep: Class 21 contains 13753 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12439 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828600.000000 Penalty: 86934.414062
Iteration 368Q: 27 clusters Score -9.08286e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 14462 members 
Mstep: Class 3 contains 5855 members 
Mstep: Class 4 contains 161436 members 
Mstep: Class 5 contains 274505 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54582 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 11072 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36664 members 
Mstep: Class 15 contains 13027 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44136 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13267 members 
Mstep: Class 20 contains 12498 members 
Mstep: Class 21 contains 13751 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12438 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828592.000000 Penalty: 86934.414062
Iteration 369Q: 27 clusters Score -9.082859e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 14463 members 
Mstep: Class 3 contains 5854 members 
Mstep: Class 4 contains 161438 members 
Mstep: Class 5 contains 274506 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54582 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 11073 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36663 members 
Mstep: Class 15 contains 13026 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44133 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13267 members 
Mstep: Class 20 contains 12499 members 
Mstep: Class 21 contains 13749 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12437 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828584.000000 Penalty: 86934.414062
Iteration 370Q: 27 clusters Score -9.082858e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 14465 members 
Mstep: Class 3 contains 5853 members 
Mstep: Class 4 contains 161441 members 
Mstep: Class 5 contains 274506 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54582 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 11074 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36661 members 
Mstep: Class 15 contains 13026 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44127 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13268 members 
Mstep: Class 20 contains 12502 members 
Mstep: Class 21 contains 13747 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12434 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828576.000000 Penalty: 86934.414062
Iteration 371Q: 27 clusters Score -9.082858e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 14465 members 
Mstep: Class 3 contains 5852 members 
Mstep: Class 4 contains 161436 members 
Mstep: Class 5 contains 274511 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54581 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 11076 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36660 members 
Mstep: Class 15 contains 13027 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44123 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13270 members 
Mstep: Class 20 contains 12502 members 
Mstep: Class 21 contains 13746 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12432 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828600.000000 Penalty: 86934.414062
Iteration 372Q: 27 clusters Score -9.08286e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 14465 members 
Mstep: Class 3 contains 5852 members 
Mstep: Class 4 contains 161430 members 
Mstep: Class 5 contains 274511 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54579 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 11077 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36661 members 
Mstep: Class 15 contains 13027 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44127 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13272 members 
Mstep: Class 20 contains 12501 members 
Mstep: Class 21 contains 13744 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12429 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828648.000000 Penalty: 86934.414062
Iteration 373Q: 27 clusters Score -9.082865e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 14467 members 
Mstep: Class 3 contains 5853 members 
Mstep: Class 4 contains 161425 members 
Mstep: Class 5 contains 274512 members 
Mstep: Class 6 contains 13380 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54580 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 11078 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36661 members 
Mstep: Class 15 contains 13027 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44127 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13276 members 
Mstep: Class 20 contains 12499 members 
Mstep: Class 21 contains 13740 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12427 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828632.000000 Penalty: 86934.414062
Iteration 374Q: 27 clusters Score -9.082863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 14469 members 
Mstep: Class 3 contains 5853 members 
Mstep: Class 4 contains 161423 members 
Mstep: Class 5 contains 274513 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54580 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 11078 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36662 members 
Mstep: Class 15 contains 13026 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44124 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13279 members 
Mstep: Class 20 contains 12497 members 
Mstep: Class 21 contains 13739 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12427 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828592.000000 Penalty: 86934.414062
Iteration 375Q: 27 clusters Score -9.082859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 14469 members 
Mstep: Class 3 contains 5853 members 
Mstep: Class 4 contains 161424 members 
Mstep: Class 5 contains 274512 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54580 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 11078 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36662 members 
Mstep: Class 15 contains 13026 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44121 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13280 members 
Mstep: Class 20 contains 12499 members 
Mstep: Class 21 contains 13737 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12426 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828672.000000 Penalty: 86934.414062
Iteration 376Q: 27 clusters Score -9.082867e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 14469 members 
Mstep: Class 3 contains 5853 members 
Mstep: Class 4 contains 161427 members 
Mstep: Class 5 contains 274506 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 54580 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 11079 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36662 members 
Mstep: Class 15 contains 13025 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44122 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13281 members 
Mstep: Class 20 contains 12501 members 
Mstep: Class 21 contains 13733 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5699 members 
Mstep: Class 24 contains 12426 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828664.000000 Penalty: 86934.414062
Iteration 377Q: 27 clusters Score -9.082866e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 14469 members 
Mstep: Class 3 contains 5852 members 
Mstep: Class 4 contains 161430 members 
Mstep: Class 5 contains 274503 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54580 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 11080 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36662 members 
Mstep: Class 15 contains 13027 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44123 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13282 members 
Mstep: Class 20 contains 12501 members 
Mstep: Class 21 contains 13728 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 12425 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828640.000000 Penalty: 86934.414062
Iteration 378Q: 27 clusters Score -9.082864e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 14473 members 
Mstep: Class 3 contains 5853 members 
Mstep: Class 4 contains 161429 members 
Mstep: Class 5 contains 274503 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54577 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 11080 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36662 members 
Mstep: Class 15 contains 13031 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44119 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13282 members 
Mstep: Class 20 contains 12501 members 
Mstep: Class 21 contains 13724 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5700 members 
Mstep: Class 24 contains 12425 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828624.000000 Penalty: 86934.414062
Iteration 379Q: 27 clusters Score -9.082862e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 14473 members 
Mstep: Class 3 contains 5852 members 
Mstep: Class 4 contains 161427 members 
Mstep: Class 5 contains 274504 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54575 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 11083 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36663 members 
Mstep: Class 15 contains 13034 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44114 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13282 members 
Mstep: Class 20 contains 12502 members 
Mstep: Class 21 contains 13720 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5703 members 
Mstep: Class 24 contains 12425 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828696.000000 Penalty: 86934.414062
Iteration 380F: 27 clusters Score -9.08287e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 14473 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 161427 members 
Mstep: Class 5 contains 274504 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54572 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 11085 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36662 members 
Mstep: Class 15 contains 13037 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44112 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13282 members 
Mstep: Class 20 contains 12503 members 
Mstep: Class 21 contains 13717 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5705 members 
Mstep: Class 24 contains 12425 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828688.000000 Penalty: 86934.414062
Iteration 381Q: 27 clusters Score -9.082869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 14472 members 
Mstep: Class 3 contains 5849 members 
Mstep: Class 4 contains 161425 members 
Mstep: Class 5 contains 274505 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54567 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 11086 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36662 members 
Mstep: Class 15 contains 13039 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44111 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13282 members 
Mstep: Class 20 contains 12505 members 
Mstep: Class 21 contains 13716 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5708 members 
Mstep: Class 24 contains 12425 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828712.000000 Penalty: 86934.414062
Iteration 382Q: 27 clusters Score -9.082871e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 14472 members 
Mstep: Class 3 contains 5848 members 
Mstep: Class 4 contains 161428 members 
Mstep: Class 5 contains 274501 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54563 members 
Mstep: Class 11 contains 5223 members 
Mstep: Class 12 contains 11087 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36665 members 
Mstep: Class 15 contains 13039 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44110 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13282 members 
Mstep: Class 20 contains 12507 members 
Mstep: Class 21 contains 13712 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12424 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828696.000000 Penalty: 86934.414062
Iteration 383Q: 27 clusters Score -9.08287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 14471 members 
Mstep: Class 3 contains 5848 members 
Mstep: Class 4 contains 161424 members 
Mstep: Class 5 contains 274506 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54563 members 
Mstep: Class 11 contains 5222 members 
Mstep: Class 12 contains 11088 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36666 members 
Mstep: Class 15 contains 13039 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44107 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13282 members 
Mstep: Class 20 contains 12506 members 
Mstep: Class 21 contains 13711 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12424 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828712.000000 Penalty: 86934.414062
Iteration 384Q: 27 clusters Score -9.082871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 14471 members 
Mstep: Class 3 contains 5847 members 
Mstep: Class 4 contains 161421 members 
Mstep: Class 5 contains 274509 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54563 members 
Mstep: Class 11 contains 5219 members 
Mstep: Class 12 contains 11089 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36666 members 
Mstep: Class 15 contains 13039 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44109 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13282 members 
Mstep: Class 20 contains 12505 members 
Mstep: Class 21 contains 13711 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12424 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828704.000000 Penalty: 86934.414062
Iteration 385Q: 27 clusters Score -9.08287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 14470 members 
Mstep: Class 3 contains 5848 members 
Mstep: Class 4 contains 161420 members 
Mstep: Class 5 contains 274511 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54564 members 
Mstep: Class 11 contains 5217 members 
Mstep: Class 12 contains 11090 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36666 members 
Mstep: Class 15 contains 13039 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44108 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13282 members 
Mstep: Class 20 contains 12505 members 
Mstep: Class 21 contains 13711 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12424 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828744.000000 Penalty: 86934.414062
Iteration 386Q: 27 clusters Score -9.082874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 14469 members 
Mstep: Class 3 contains 5849 members 
Mstep: Class 4 contains 161419 members 
Mstep: Class 5 contains 274514 members 
Mstep: Class 6 contains 13376 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54564 members 
Mstep: Class 11 contains 5214 members 
Mstep: Class 12 contains 11089 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36667 members 
Mstep: Class 15 contains 13040 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44107 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13282 members 
Mstep: Class 20 contains 12506 members 
Mstep: Class 21 contains 13711 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12424 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828744.000000 Penalty: 86934.414062
Iteration 387Q: 27 clusters Score -9.082874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 14469 members 
Mstep: Class 3 contains 5848 members 
Mstep: Class 4 contains 161418 members 
Mstep: Class 5 contains 274520 members 
Mstep: Class 6 contains 13376 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54565 members 
Mstep: Class 11 contains 5210 members 
Mstep: Class 12 contains 11088 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36666 members 
Mstep: Class 15 contains 13040 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44107 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12506 members 
Mstep: Class 21 contains 13710 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12424 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828712.000000 Penalty: 86934.414062
Iteration 388Q: 27 clusters Score -9.082871e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 14469 members 
Mstep: Class 3 contains 5848 members 
Mstep: Class 4 contains 161419 members 
Mstep: Class 5 contains 274522 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54565 members 
Mstep: Class 11 contains 5206 members 
Mstep: Class 12 contains 11089 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36666 members 
Mstep: Class 15 contains 13040 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44107 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12505 members 
Mstep: Class 21 contains 13709 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12424 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828768.000000 Penalty: 86934.414062
Iteration 389Q: 27 clusters Score -9.082877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 14469 members 
Mstep: Class 3 contains 5848 members 
Mstep: Class 4 contains 161420 members 
Mstep: Class 5 contains 274523 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2310 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54564 members 
Mstep: Class 11 contains 5205 members 
Mstep: Class 12 contains 11089 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36666 members 
Mstep: Class 15 contains 13041 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44105 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12505 members 
Mstep: Class 21 contains 13708 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12424 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828760.000000 Penalty: 86934.414062
Iteration 390Q: 27 clusters Score -9.082876e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 14469 members 
Mstep: Class 3 contains 5848 members 
Mstep: Class 4 contains 161423 members 
Mstep: Class 5 contains 274524 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2310 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54564 members 
Mstep: Class 11 contains 5201 members 
Mstep: Class 12 contains 11090 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36665 members 
Mstep: Class 15 contains 13041 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44103 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12506 members 
Mstep: Class 21 contains 13706 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12424 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828752.000000 Penalty: 86934.414062
Iteration 391Q: 27 clusters Score -9.082875e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 14469 members 
Mstep: Class 3 contains 5847 members 
Mstep: Class 4 contains 161426 members 
Mstep: Class 5 contains 274527 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2310 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54564 members 
Mstep: Class 11 contains 5196 members 
Mstep: Class 12 contains 11090 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36668 members 
Mstep: Class 15 contains 13040 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44098 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12509 members 
Mstep: Class 21 contains 13704 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12424 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828776.000000 Penalty: 86934.414062
Iteration 392Q: 27 clusters Score -9.082878e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 14469 members 
Mstep: Class 3 contains 5848 members 
Mstep: Class 4 contains 161423 members 
Mstep: Class 5 contains 274535 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54564 members 
Mstep: Class 11 contains 5191 members 
Mstep: Class 12 contains 11090 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36671 members 
Mstep: Class 15 contains 13039 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44092 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12510 members 
Mstep: Class 21 contains 13701 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12424 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828832.000000 Penalty: 86934.414062
Iteration 393Q: 27 clusters Score -9.082883e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 14469 members 
Mstep: Class 3 contains 5847 members 
Mstep: Class 4 contains 161421 members 
Mstep: Class 5 contains 274542 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54561 members 
Mstep: Class 11 contains 5189 members 
Mstep: Class 12 contains 11091 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36672 members 
Mstep: Class 15 contains 13037 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44085 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12510 members 
Mstep: Class 21 contains 13699 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12424 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828816.000000 Penalty: 86934.414062
Iteration 394Q: 27 clusters Score -9.082882e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 14469 members 
Mstep: Class 3 contains 5847 members 
Mstep: Class 4 contains 161420 members 
Mstep: Class 5 contains 274550 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54560 members 
Mstep: Class 11 contains 5186 members 
Mstep: Class 12 contains 11091 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36673 members 
Mstep: Class 15 contains 13035 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44077 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12511 members 
Mstep: Class 21 contains 13696 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12422 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828768.000000 Penalty: 86934.414062
Iteration 395Q: 27 clusters Score -9.082877e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 14469 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 161414 members 
Mstep: Class 5 contains 274555 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54561 members 
Mstep: Class 11 contains 5184 members 
Mstep: Class 12 contains 11091 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36673 members 
Mstep: Class 15 contains 13038 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44068 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12513 members 
Mstep: Class 21 contains 13695 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12420 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828768.000000 Penalty: 86934.414062
Iteration 396Q: 27 clusters Score -9.082877e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 14469 members 
Mstep: Class 3 contains 5844 members 
Mstep: Class 4 contains 161410 members 
Mstep: Class 5 contains 274558 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54561 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 12 contains 11093 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36676 members 
Mstep: Class 15 contains 13040 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44061 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12511 members 
Mstep: Class 21 contains 13695 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12419 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828872.000000 Penalty: 86934.414062
Iteration 397Q: 27 clusters Score -9.082887e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 14470 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 4 contains 161412 members 
Mstep: Class 5 contains 274558 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54561 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 12 contains 11095 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36678 members 
Mstep: Class 15 contains 13039 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44049 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 13695 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12418 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828760.000000 Penalty: 86934.414062
Iteration 398Q: 27 clusters Score -9.082876e+07 nChanged 30
Entering ConstructFrom: 
Score: -90828760.000000 Penalty: 86934.414062
Entering ConstructFrom: 
Trying to split cluster 1 (10529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Entering Unmasked Estep 
Score: -1238229.625000 Penalty: 2296.948242
	Iteration 0F: 2 clusters Score -1238230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1230247.625000 Penalty: 4593.896484
	Iteration 0F: 3 clusters Score -1230248 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1233076.625000 Penalty: 4593.896484
	Iteration 1F: 3 clusters Score -1233077 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1233709.125000 Penalty: 4593.896484
	Iteration 2F: 3 clusters Score -1233709 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1234290.875000 Penalty: 4593.896484
	Iteration 3F: 3 clusters Score -1234291 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1234704.625000 Penalty: 4593.896484
	Iteration 4F: 3 clusters Score -1234705 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1235019.000000 Penalty: 4593.896484
	Iteration 5F: 3 clusters Score -1235019 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1235282.625000 Penalty: 4593.896484
	Iteration 6Q: 3 clusters Score -1235283 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1235476.875000 Penalty: 4593.896484
	Iteration 7Q: 3 clusters Score -1235477 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1235618.125000 Penalty: 4593.896484
	Iteration 8Q: 3 clusters Score -1235618 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1235720.375000 Penalty: 4593.896484
	Iteration 9Q: 3 clusters Score -1235720 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1235806.875000 Penalty: 4593.896484
	Iteration 10Q: 3 clusters Score -1235807 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1235869.500000 Penalty: 4593.896484
	Iteration 11Q: 3 clusters Score -1235870 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1235914.625000 Penalty: 4593.896484
	Iteration 12Q: 3 clusters Score -1235915 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1235957.250000 Penalty: 4593.896484
	Iteration 13Q: 3 clusters Score -1235957 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1236000.625000 Penalty: 4593.896484
	Iteration 14Q: 3 clusters Score -1236001 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1236039.875000 Penalty: 4593.896484
	Iteration 15Q: 3 clusters Score -1236040 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1236064.250000 Penalty: 4593.896484
	Iteration 16Q: 3 clusters Score -1236064 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1236086.250000 Penalty: 4593.896484
	Iteration 17Q: 3 clusters Score -1236086 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1236101.500000 Penalty: 4593.896484
	Iteration 18Q: 3 clusters Score -1236102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1236116.875000 Penalty: 4593.896484
	Iteration 19Q: 3 clusters Score -1236117 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1236133.875000 Penalty: 4593.896484
	Iteration 20F: 3 clusters Score -1236134 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1236153.000000 Penalty: 4593.896484
	Iteration 21Q: 3 clusters Score -1236153 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1236169.750000 Penalty: 4593.896484
	Iteration 22Q: 3 clusters Score -1236170 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1236192.750000 Penalty: 4593.896484
	Iteration 23Q: 3 clusters Score -1236193 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1236209.875000 Penalty: 4593.896484
	Iteration 24Q: 3 clusters Score -1236210 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1236230.625000 Penalty: 4593.896484
	Iteration 25Q: 3 clusters Score -1236231 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1236241.875000 Penalty: 4593.896484
	Iteration 26Q: 3 clusters Score -1236242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1236256.000000 Penalty: 4593.896484
	Iteration 27Q: 3 clusters Score -1236256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1236268.750000 Penalty: 4593.896484
	Iteration 28Q: 3 clusters Score -1236269 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1236275.375000 Penalty: 4593.896484
	Iteration 29Q: 3 clusters Score -1236275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1236286.375000 Penalty: 4593.896484
	Iteration 30Q: 3 clusters Score -1236286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1236294.250000 Penalty: 4593.896484
	Iteration 31Q: 3 clusters Score -1236294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1236303.875000 Penalty: 4593.896484
	Iteration 32Q: 3 clusters Score -1236304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1236309.750000 Penalty: 4593.896484
	Iteration 33Q: 3 clusters Score -1236310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1236316.250000 Penalty: 4593.896484
	Iteration 34Q: 3 clusters Score -1236316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1236316.375000 Penalty: 4593.896484
	Iteration 35Q: 3 clusters Score -1236316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1236326.500000 Penalty: 4593.896484
	Iteration 36Q: 3 clusters Score -1236326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1236331.375000 Penalty: 4593.896484
	Iteration 37Q: 3 clusters Score -1236331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1236335.000000 Penalty: 4593.896484
	Iteration 38Q: 3 clusters Score -1236335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1236337.875000 Penalty: 4593.896484
	Iteration 39Q: 3 clusters Score -1236338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1236339.500000 Penalty: 4593.896484
	Iteration 40F: 3 clusters Score -1236340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1236340.625000 Penalty: 4593.896484
	Iteration 41Q: 3 clusters Score -1236341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1236349.625000 Penalty: 4593.896484
	Iteration 42Q: 3 clusters Score -1236350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1236349.625000 Penalty: 4593.896484
	Iteration 43Q: 3 clusters Score -1236350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1236349.375000 Penalty: 4593.896484
	Iteration 44Q: 3 clusters Score -1236349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1236354.875000 Penalty: 4593.896484
	Iteration 45Q: 3 clusters Score -1236355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1236354.500000 Penalty: 4593.896484
	Iteration 46Q: 3 clusters Score -1236354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1236355.875000 Penalty: 4593.896484
	Iteration 47Q: 3 clusters Score -1236356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1236355.375000 Penalty: 4593.896484
	Iteration 48Q: 3 clusters Score -1236355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1236354.750000 Penalty: 4593.896484
	Iteration 49Q: 3 clusters Score -1236355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1236356.250000 Penalty: 4593.896484
	Iteration 50Q: 3 clusters Score -1236356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1236358.000000 Penalty: 4593.896484
	Iteration 51Q: 3 clusters Score -1236358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1236358.000000 Penalty: 4593.896484
	Iteration 52Q: 3 clusters Score -1236358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1236360.000000 Penalty: 4593.896484
	Iteration 53Q: 3 clusters Score -1236360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1236360.750000 Penalty: 4593.896484
	Iteration 54Q: 3 clusters Score -1236361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1236360.500000 Penalty: 4593.896484
	Iteration 55Q: 3 clusters Score -1236360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1236361.250000 Penalty: 4593.896484
	Iteration 56Q: 3 clusters Score -1236361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1236360.375000 Penalty: 4593.896484
	Iteration 57Q: 3 clusters Score -1236360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1236362.250000 Penalty: 4593.896484
	Iteration 58Q: 3 clusters Score -1236362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1236363.250000 Penalty: 4593.896484
	Iteration 59Q: 3 clusters Score -1236363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1236363.250000 Penalty: 4593.896484
	Iteration 60F: 3 clusters Score -1236363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Entering Unmasked Estep 
Score: -1887560.750000 Penalty: 2375.815674
	Iteration 0F: 2 clusters Score -1887561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1877018.000000 Penalty: 4751.631348
	Iteration 0F: 3 clusters Score -1877018 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1880332.125000 Penalty: 4751.631348
	Iteration 1F: 3 clusters Score -1880332 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1880794.875000 Penalty: 4751.631348
	Iteration 2F: 3 clusters Score -1880795 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1881232.500000 Penalty: 4751.631348
	Iteration 3F: 3 clusters Score -1881232 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1881614.750000 Penalty: 4751.631348
	Iteration 4F: 3 clusters Score -1881615 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1881958.750000 Penalty: 4751.631348
	Iteration 5Q: 3 clusters Score -1881959 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1882300.875000 Penalty: 4751.631348
	Iteration 6Q: 3 clusters Score -1882301 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1882634.875000 Penalty: 4751.631348
	Iteration 7Q: 3 clusters Score -1882635 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1883054.500000 Penalty: 4751.631348
	Iteration 8Q: 3 clusters Score -1883054 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1883459.875000 Penalty: 4751.631348
	Iteration 9Q: 3 clusters Score -1883460 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1883835.375000 Penalty: 4751.631348
	Iteration 10Q: 3 clusters Score -1883835 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1884206.000000 Penalty: 4751.631348
	Iteration 11Q: 3 clusters Score -1884206 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1884519.500000 Penalty: 4751.631348
	Iteration 12Q: 3 clusters Score -1884520 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1884820.625000 Penalty: 4751.631348
	Iteration 13Q: 3 clusters Score -1884821 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1885089.875000 Penalty: 4751.631348
	Iteration 14Q: 3 clusters Score -1885090 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1885309.500000 Penalty: 4751.631348
	Iteration 15Q: 3 clusters Score -1885310 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1885473.000000 Penalty: 4751.631348
	Iteration 16Q: 3 clusters Score -1885473 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1885588.000000 Penalty: 4751.631348
	Iteration 17Q: 3 clusters Score -1885588 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1885661.125000 Penalty: 4751.631348
	Iteration 18Q: 3 clusters Score -1885661 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1885724.625000 Penalty: 4751.631348
	Iteration 19Q: 3 clusters Score -1885725 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1885766.000000 Penalty: 4751.631348
	Iteration 20F: 3 clusters Score -1885766 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1885793.125000 Penalty: 4751.631348
	Iteration 21Q: 3 clusters Score -1885793 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1885821.250000 Penalty: 4751.631348
	Iteration 22Q: 3 clusters Score -1885821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1885848.000000 Penalty: 4751.631348
	Iteration 23Q: 3 clusters Score -1885848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1885867.500000 Penalty: 4751.631348
	Iteration 24Q: 3 clusters Score -1885868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1885887.125000 Penalty: 4751.631348
	Iteration 25Q: 3 clusters Score -1885887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1885894.875000 Penalty: 4751.631348
	Iteration 26Q: 3 clusters Score -1885895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1885901.625000 Penalty: 4751.631348
	Iteration 27Q: 3 clusters Score -1885902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1885912.250000 Penalty: 4751.631348
	Iteration 28Q: 3 clusters Score -1885912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1885923.000000 Penalty: 4751.631348
	Iteration 29Q: 3 clusters Score -1885923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1885937.000000 Penalty: 4751.631348
	Iteration 30Q: 3 clusters Score -1885937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1885939.750000 Penalty: 4751.631348
	Iteration 31Q: 3 clusters Score -1885940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1885941.375000 Penalty: 4751.631348
	Iteration 32Q: 3 clusters Score -1885941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1885946.375000 Penalty: 4751.631348
	Iteration 33Q: 3 clusters Score -1885946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1885947.000000 Penalty: 4751.631348
	Iteration 34Q: 3 clusters Score -1885947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1885949.500000 Penalty: 4751.631348
	Iteration 35Q: 3 clusters Score -1885950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1885949.875000 Penalty: 4751.631348
	Iteration 36Q: 3 clusters Score -1885950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1885948.875000 Penalty: 4751.631348
	Iteration 37Q: 3 clusters Score -1885949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1885952.375000 Penalty: 4751.631348
	Iteration 38Q: 3 clusters Score -1885952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1885952.250000 Penalty: 4751.631348
	Iteration 39Q: 3 clusters Score -1885952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1885954.750000 Penalty: 4751.631348
	Iteration 40F: 3 clusters Score -1885955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1885957.500000 Penalty: 4751.631348
	Iteration 41Q: 3 clusters Score -1885958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1885961.125000 Penalty: 4751.631348
	Iteration 42Q: 3 clusters Score -1885961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1885962.750000 Penalty: 4751.631348
	Iteration 43Q: 3 clusters Score -1885963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1885964.250000 Penalty: 4751.631348
	Iteration 44Q: 3 clusters Score -1885964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1885965.250000 Penalty: 4751.631348
	Iteration 45Q: 3 clusters Score -1885965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1885965.000000 Penalty: 4751.631348
	Iteration 46Q: 3 clusters Score -1885965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1885965.000000 Penalty: 4751.631348
	Iteration 47F: 3 clusters Score -1885965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Entering Unmasked Estep 
Score: -659517.375000 Penalty: 2150.988770
	Iteration 0F: 2 clusters Score -659517.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -654445.312500 Penalty: 4301.977539
	Iteration 0F: 3 clusters Score -654445.3 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -655680.250000 Penalty: 4301.977539
	Iteration 1F: 3 clusters Score -655680.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -655915.250000 Penalty: 4301.977539
	Iteration 2F: 3 clusters Score -655915.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -656128.937500 Penalty: 4301.977539
	Iteration 3F: 3 clusters Score -656128.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -656315.125000 Penalty: 4301.977539
	Iteration 4Q: 3 clusters Score -656315.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -656529.375000 Penalty: 4301.977539
	Iteration 5Q: 3 clusters Score -656529.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -656744.437500 Penalty: 4301.977539
	Iteration 6Q: 3 clusters Score -656744.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -656946.687500 Penalty: 4301.977539
	Iteration 7Q: 3 clusters Score -656946.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -657110.250000 Penalty: 4301.977539
	Iteration 8Q: 3 clusters Score -657110.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -657256.937500 Penalty: 4301.977539
	Iteration 9Q: 3 clusters Score -657256.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -657369.812500 Penalty: 4301.977539
	Iteration 10Q: 3 clusters Score -657369.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -657466.937500 Penalty: 4301.977539
	Iteration 11Q: 3 clusters Score -657466.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -657549.000000 Penalty: 4301.977539
	Iteration 12Q: 3 clusters Score -657549 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -657599.625000 Penalty: 4301.977539
	Iteration 13Q: 3 clusters Score -657599.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -657634.312500 Penalty: 4301.977539
	Iteration 14Q: 3 clusters Score -657634.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -657669.562500 Penalty: 4301.977539
	Iteration 15Q: 3 clusters Score -657669.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -657699.000000 Penalty: 4301.977539
	Iteration 16Q: 3 clusters Score -657699 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -657721.875000 Penalty: 4301.977539
	Iteration 17Q: 3 clusters Score -657721.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -657748.687500 Penalty: 4301.977539
	Iteration 18Q: 3 clusters Score -657748.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -657765.750000 Penalty: 4301.977539
	Iteration 19Q: 3 clusters Score -657765.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -657780.062500 Penalty: 4301.977539
	Iteration 20F: 3 clusters Score -657780.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -657797.500000 Penalty: 4301.977539
	Iteration 21Q: 3 clusters Score -657797.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -657818.250000 Penalty: 4301.977539
	Iteration 22Q: 3 clusters Score -657818.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -657844.437500 Penalty: 4301.977539
	Iteration 23Q: 3 clusters Score -657844.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -657865.875000 Penalty: 4301.977539
	Iteration 24Q: 3 clusters Score -657865.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -657889.687500 Penalty: 4301.977539
	Iteration 25Q: 3 clusters Score -657889.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -657914.750000 Penalty: 4301.977539
	Iteration 26Q: 3 clusters Score -657914.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -657939.125000 Penalty: 4301.977539
	Iteration 27Q: 3 clusters Score -657939.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -657965.187500 Penalty: 4301.977539
	Iteration 28Q: 3 clusters Score -657965.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -657998.750000 Penalty: 4301.977539
	Iteration 29Q: 3 clusters Score -657998.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -658047.937500 Penalty: 4301.977539
	Iteration 30Q: 3 clusters Score -658047.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -658116.187500 Penalty: 4301.977539
	Iteration 31Q: 3 clusters Score -658116.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -658176.437500 Penalty: 4301.977539
	Iteration 32Q: 3 clusters Score -658176.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -658242.750000 Penalty: 4301.977539
	Iteration 33Q: 3 clusters Score -658242.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -658297.187500 Penalty: 4301.977539
	Iteration 34Q: 3 clusters Score -658297.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -658348.125000 Penalty: 4301.977539
	Iteration 35Q: 3 clusters Score -658348.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -658391.312500 Penalty: 4301.977539
	Iteration 36Q: 3 clusters Score -658391.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -658421.750000 Penalty: 4301.977539
	Iteration 37Q: 3 clusters Score -658421.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -658450.375000 Penalty: 4301.977539
	Iteration 38Q: 3 clusters Score -658450.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -658460.812500 Penalty: 4301.977539
	Iteration 39Q: 3 clusters Score -658460.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -658464.312500 Penalty: 4301.977539
	Iteration 40F: 3 clusters Score -658464.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -658468.687500 Penalty: 4301.977539
	Iteration 41Q: 3 clusters Score -658468.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -658473.187500 Penalty: 4301.977539
	Iteration 42Q: 3 clusters Score -658473.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -658474.375000 Penalty: 4301.977539
	Iteration 43Q: 3 clusters Score -658474.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -658477.625000 Penalty: 4301.977539
	Iteration 44Q: 3 clusters Score -658477.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -658480.125000 Penalty: 4301.977539
	Iteration 45Q: 3 clusters Score -658480.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -658485.812500 Penalty: 4301.977539
	Iteration 46Q: 3 clusters Score -658485.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -658489.312500 Penalty: 4301.977539
	Iteration 47Q: 3 clusters Score -658489.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -658492.500000 Penalty: 4301.977539
	Iteration 48Q: 3 clusters Score -658492.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -658495.625000 Penalty: 4301.977539
	Iteration 49Q: 3 clusters Score -658495.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -658495.062500 Penalty: 4301.977539
	Iteration 50Q: 3 clusters Score -658495.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -658495.062500 Penalty: 4301.977539
	Iteration 51Q: 3 clusters Score -658495.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -658495.062500 Penalty: 4301.977539
	Iteration 52F: 3 clusters Score -658495.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (161411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161411 members 
Entering Unmasked Estep 
Score: -20993142.000000 Penalty: 2973.943848
	Iteration 0F: 2 clusters Score -2.099314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80731 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -20886806.000000 Penalty: 5947.887695
	Iteration 0F: 3 clusters Score -2.088681e+07 nChanged 77339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82014 members 
Mstep: Class 2 contains 79397 members 
Entering Unmasked Estep 
Score: -20931796.000000 Penalty: 5947.887695
	Iteration 1F: 3 clusters Score -2.09318e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 78554 members 
Entering Unmasked Estep 
Score: -20933494.000000 Penalty: 5947.887695
	Iteration 2Q: 3 clusters Score -2.093349e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
Score: -20935834.000000 Penalty: 5947.887695
	Iteration 3Q: 3 clusters Score -2.093583e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86432 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -20939514.000000 Penalty: 5947.887695
	Iteration 4Q: 3 clusters Score -2.093951e+07 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89558 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -20944978.000000 Penalty: 5947.887695
	Iteration 5F: 3 clusters Score -2.094498e+07 nChanged 10641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93735 members 
Mstep: Class 2 contains 67676 members 
Entering Unmasked Estep 
Score: -20951960.000000 Penalty: 5947.887695
	Iteration 6F: 3 clusters Score -2.095196e+07 nChanged 11340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98545 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -20960358.000000 Penalty: 5947.887695
	Iteration 7F: 3 clusters Score -2.096036e+07 nChanged 10719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103134 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -20968212.000000 Penalty: 5947.887695
	Iteration 8F: 3 clusters Score -2.096821e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106559 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -20973488.000000 Penalty: 5947.887695
	Iteration 9F: 3 clusters Score -2.097349e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109055 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -20975910.000000 Penalty: 5947.887695
	Iteration 10Q: 3 clusters Score -2.097591e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111318 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -20977322.000000 Penalty: 5947.887695
	Iteration 11Q: 3 clusters Score -2.097732e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113536 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -20977996.000000 Penalty: 5947.887695
	Iteration 12Q: 3 clusters Score -2.0978e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115736 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -20978562.000000 Penalty: 5947.887695
	Iteration 13Q: 3 clusters Score -2.097856e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117904 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -20979206.000000 Penalty: 5947.887695
	Iteration 14Q: 3 clusters Score -2.097921e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120148 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -20979822.000000 Penalty: 5947.887695
	Iteration 15Q: 3 clusters Score -2.097982e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122429 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -20980520.000000 Penalty: 5947.887695
	Iteration 16Q: 3 clusters Score -2.098052e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124723 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -20981262.000000 Penalty: 5947.887695
	Iteration 17Q: 3 clusters Score -2.098126e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126992 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -20982146.000000 Penalty: 5947.887695
	Iteration 18Q: 3 clusters Score -2.098215e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129230 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -20982914.000000 Penalty: 5947.887695
	Iteration 19Q: 3 clusters Score -2.098291e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131448 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -20983762.000000 Penalty: 5947.887695
	Iteration 20F: 3 clusters Score -2.098376e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133712 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -20984864.000000 Penalty: 5947.887695
	Iteration 21Q: 3 clusters Score -2.098486e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135925 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -20985816.000000 Penalty: 5947.887695
	Iteration 22Q: 3 clusters Score -2.098582e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138020 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -20986598.000000 Penalty: 5947.887695
	Iteration 23Q: 3 clusters Score -2.09866e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139961 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -20987600.000000 Penalty: 5947.887695
	Iteration 24Q: 3 clusters Score -2.09876e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141707 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -20988314.000000 Penalty: 5947.887695
	Iteration 25Q: 3 clusters Score -2.098831e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143317 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -20989116.000000 Penalty: 5947.887695
	Iteration 26Q: 3 clusters Score -2.098912e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144769 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -20989678.000000 Penalty: 5947.887695
	Iteration 27Q: 3 clusters Score -2.098968e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146049 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -20990260.000000 Penalty: 5947.887695
	Iteration 28Q: 3 clusters Score -2.099026e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147168 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -20990698.000000 Penalty: 5947.887695
	Iteration 29Q: 3 clusters Score -2.09907e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148136 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -20990942.000000 Penalty: 5947.887695
	Iteration 30Q: 3 clusters Score -2.099094e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148973 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -20991244.000000 Penalty: 5947.887695
	Iteration 31Q: 3 clusters Score -2.099124e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149753 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -20991452.000000 Penalty: 5947.887695
	Iteration 32Q: 3 clusters Score -2.099145e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150451 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -20991626.000000 Penalty: 5947.887695
	Iteration 33Q: 3 clusters Score -2.099163e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151064 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -20991686.000000 Penalty: 5947.887695
	Iteration 34Q: 3 clusters Score -2.099169e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151616 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -20991890.000000 Penalty: 5947.887695
	Iteration 35Q: 3 clusters Score -2.099189e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152079 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -20991978.000000 Penalty: 5947.887695
	Iteration 36Q: 3 clusters Score -2.099198e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -20992062.000000 Penalty: 5947.887695
	Iteration 37Q: 3 clusters Score -2.099206e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152849 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -20992122.000000 Penalty: 5947.887695
	Iteration 38Q: 3 clusters Score -2.099212e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153195 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -20992194.000000 Penalty: 5947.887695
	Iteration 39Q: 3 clusters Score -2.099219e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153515 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -20992280.000000 Penalty: 5947.887695
	Iteration 40F: 3 clusters Score -2.099228e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153835 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -20992384.000000 Penalty: 5947.887695
	Iteration 41Q: 3 clusters Score -2.099238e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154115 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -20992420.000000 Penalty: 5947.887695
	Iteration 42Q: 3 clusters Score -2.099242e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154358 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -20992366.000000 Penalty: 5947.887695
	Iteration 43Q: 3 clusters Score -2.099237e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154554 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -20992358.000000 Penalty: 5947.887695
	Iteration 44Q: 3 clusters Score -2.099236e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154731 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -20992380.000000 Penalty: 5947.887695
	Iteration 45Q: 3 clusters Score -2.099238e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154881 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -20992396.000000 Penalty: 5947.887695
	Iteration 46Q: 3 clusters Score -2.09924e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155007 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -20992436.000000 Penalty: 5947.887695
	Iteration 47Q: 3 clusters Score -2.099244e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155125 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -20992432.000000 Penalty: 5947.887695
	Iteration 48Q: 3 clusters Score -2.099243e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155236 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -20992448.000000 Penalty: 5947.887695
	Iteration 49Q: 3 clusters Score -2.099245e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155340 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -20992462.000000 Penalty: 5947.887695
	Iteration 50Q: 3 clusters Score -2.099246e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155445 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -20992490.000000 Penalty: 5947.887695
	Iteration 51Q: 3 clusters Score -2.099249e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155554 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -20992502.000000 Penalty: 5947.887695
	Iteration 52Q: 3 clusters Score -2.09925e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155666 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -20992552.000000 Penalty: 5947.887695
	Iteration 53Q: 3 clusters Score -2.099255e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155764 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -20992562.000000 Penalty: 5947.887695
	Iteration 54Q: 3 clusters Score -2.099256e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155849 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -20992566.000000 Penalty: 5947.887695
	Iteration 55Q: 3 clusters Score -2.099257e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155930 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -20992610.000000 Penalty: 5947.887695
	Iteration 56Q: 3 clusters Score -2.099261e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156018 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -20992610.000000 Penalty: 5947.887695
	Iteration 57Q: 3 clusters Score -2.099261e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156094 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -20992638.000000 Penalty: 5947.887695
	Iteration 58Q: 3 clusters Score -2.099264e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156173 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -20992630.000000 Penalty: 5947.887695
	Iteration 59Q: 3 clusters Score -2.099263e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156245 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -20992646.000000 Penalty: 5947.887695
	Iteration 60F: 3 clusters Score -2.099265e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156300 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -20992622.000000 Penalty: 5947.887695
	Iteration 61Q: 3 clusters Score -2.099262e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156354 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -20992632.000000 Penalty: 5947.887695
	Iteration 62Q: 3 clusters Score -2.099263e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156397 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -20992652.000000 Penalty: 5947.887695
	Iteration 63Q: 3 clusters Score -2.099265e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156438 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -20992654.000000 Penalty: 5947.887695
	Iteration 64Q: 3 clusters Score -2.099265e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156474 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -20992650.000000 Penalty: 5947.887695
	Iteration 65Q: 3 clusters Score -2.099265e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156512 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -20992650.000000 Penalty: 5947.887695
	Iteration 66Q: 3 clusters Score -2.099265e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156541 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -20992656.000000 Penalty: 5947.887695
	Iteration 67Q: 3 clusters Score -2.099266e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156564 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -20992632.000000 Penalty: 5947.887695
	Iteration 68Q: 3 clusters Score -2.099263e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156588 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -20992638.000000 Penalty: 5947.887695
	Iteration 69Q: 3 clusters Score -2.099264e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156620 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -20992642.000000 Penalty: 5947.887695
	Iteration 70Q: 3 clusters Score -2.099264e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156654 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -20992632.000000 Penalty: 5947.887695
	Iteration 71Q: 3 clusters Score -2.099263e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156681 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -20992636.000000 Penalty: 5947.887695
	Iteration 72Q: 3 clusters Score -2.099264e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156708 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -20992642.000000 Penalty: 5947.887695
	Iteration 73Q: 3 clusters Score -2.099264e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156730 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -20992670.000000 Penalty: 5947.887695
	Iteration 74Q: 3 clusters Score -2.099267e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156754 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -20992652.000000 Penalty: 5947.887695
	Iteration 75Q: 3 clusters Score -2.099265e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156777 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -20992672.000000 Penalty: 5947.887695
	Iteration 76Q: 3 clusters Score -2.099267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156793 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -20992662.000000 Penalty: 5947.887695
	Iteration 77Q: 3 clusters Score -2.099266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156799 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -20992654.000000 Penalty: 5947.887695
	Iteration 78Q: 3 clusters Score -2.099265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156808 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -20992654.000000 Penalty: 5947.887695
	Iteration 79Q: 3 clusters Score -2.099265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156817 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -20992672.000000 Penalty: 5947.887695
	Iteration 80F: 3 clusters Score -2.099267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156824 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -20992668.000000 Penalty: 5947.887695
	Iteration 81Q: 3 clusters Score -2.099267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156829 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -20992666.000000 Penalty: 5947.887695
	Iteration 82Q: 3 clusters Score -2.099267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156834 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -20992670.000000 Penalty: 5947.887695
	Iteration 83Q: 3 clusters Score -2.099267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156841 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -20992678.000000 Penalty: 5947.887695
	Iteration 84Q: 3 clusters Score -2.099268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156849 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -20992674.000000 Penalty: 5947.887695
	Iteration 85Q: 3 clusters Score -2.099267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156856 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -20992660.000000 Penalty: 5947.887695
	Iteration 86Q: 3 clusters Score -2.099266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156864 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -20992634.000000 Penalty: 5947.887695
	Iteration 87Q: 3 clusters Score -2.099263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156872 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -20992658.000000 Penalty: 5947.887695
	Iteration 88Q: 3 clusters Score -2.099266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156875 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -20992668.000000 Penalty: 5947.887695
	Iteration 89Q: 3 clusters Score -2.099267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156879 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -20992676.000000 Penalty: 5947.887695
	Iteration 90Q: 3 clusters Score -2.099268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156885 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -20992666.000000 Penalty: 5947.887695
	Iteration 91Q: 3 clusters Score -2.099267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156889 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -20992670.000000 Penalty: 5947.887695
	Iteration 92Q: 3 clusters Score -2.099267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156895 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -20992674.000000 Penalty: 5947.887695
	Iteration 93Q: 3 clusters Score -2.099267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156897 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -20992652.000000 Penalty: 5947.887695
	Iteration 94Q: 3 clusters Score -2.099265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156899 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -20992664.000000 Penalty: 5947.887695
	Iteration 95Q: 3 clusters Score -2.099266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156905 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -20992652.000000 Penalty: 5947.887695
	Iteration 96Q: 3 clusters Score -2.099265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156910 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -20992644.000000 Penalty: 5947.887695
	Iteration 97Q: 3 clusters Score -2.099264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156913 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -20992660.000000 Penalty: 5947.887695
	Iteration 98Q: 3 clusters Score -2.099266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156915 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -20992660.000000 Penalty: 5947.887695
	Iteration 99Q: 3 clusters Score -2.099266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156916 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -20992646.000000 Penalty: 5947.887695
	Iteration 100F: 3 clusters Score -2.099265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156919 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -20992648.000000 Penalty: 5947.887695
	Iteration 101Q: 3 clusters Score -2.099265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156922 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -20992636.000000 Penalty: 5947.887695
	Iteration 102Q: 3 clusters Score -2.099264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156924 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -20992628.000000 Penalty: 5947.887695
	Iteration 103Q: 3 clusters Score -2.099263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156924 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -20992628.000000 Penalty: 5947.887695
	Iteration 104F: 3 clusters Score -2.099263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (274556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274556 members 
Entering Unmasked Estep 
Score: -35716140.000000 Penalty: 3105.681641
	Iteration 0F: 2 clusters Score -3.571614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137259 members 
Mstep: Class 2 contains 137297 members 
Entering Unmasked Estep 
Score: -35543672.000000 Penalty: 6211.363281
	Iteration 0F: 3 clusters Score -3.554367e+07 nChanged 132574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136675 members 
Mstep: Class 2 contains 137881 members 
Entering Unmasked Estep 
Score: -35622272.000000 Penalty: 6211.363281
	Iteration 1F: 3 clusters Score -3.562227e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136487 members 
Mstep: Class 2 contains 138069 members 
Entering Unmasked Estep 
Score: -35623316.000000 Penalty: 6211.363281
	Iteration 2Q: 3 clusters Score -3.562332e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136244 members 
Mstep: Class 2 contains 138312 members 
Entering Unmasked Estep 
Score: -35624728.000000 Penalty: 6211.363281
	Iteration 3Q: 3 clusters Score -3.562473e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136028 members 
Mstep: Class 2 contains 138528 members 
Entering Unmasked Estep 
Score: -35626500.000000 Penalty: 6211.363281
	Iteration 4Q: 3 clusters Score -3.56265e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135798 members 
Mstep: Class 2 contains 138758 members 
Entering Unmasked Estep 
Score: -35628688.000000 Penalty: 6211.363281
	Iteration 5Q: 3 clusters Score -3.562869e+07 nChanged 9291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135545 members 
Mstep: Class 2 contains 139011 members 
Entering Unmasked Estep 
Score: -35631992.000000 Penalty: 6211.363281
	Iteration 6Q: 3 clusters Score -3.563199e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135313 members 
Mstep: Class 2 contains 139243 members 
Entering Unmasked Estep 
Score: -35636296.000000 Penalty: 6211.363281
	Iteration 7Q: 3 clusters Score -3.56363e+07 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134968 members 
Mstep: Class 2 contains 139588 members 
Entering Unmasked Estep 
Score: -35642016.000000 Penalty: 6211.363281
	Iteration 8Q: 3 clusters Score -3.564202e+07 nChanged 14151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134565 members 
Mstep: Class 2 contains 139991 members 
Entering Unmasked Estep 
Score: -35649488.000000 Penalty: 6211.363281
	Iteration 9F: 3 clusters Score -3.564949e+07 nChanged 15208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133981 members 
Mstep: Class 2 contains 140575 members 
Entering Unmasked Estep 
Score: -35658492.000000 Penalty: 6211.363281
	Iteration 10F: 3 clusters Score -3.565849e+07 nChanged 15310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133061 members 
Mstep: Class 2 contains 141495 members 
Entering Unmasked Estep 
Score: -35666940.000000 Penalty: 6211.363281
	Iteration 11F: 3 clusters Score -3.566694e+07 nChanged 13702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131827 members 
Mstep: Class 2 contains 142729 members 
Entering Unmasked Estep 
Score: -35673980.000000 Penalty: 6211.363281
	Iteration 12Q: 3 clusters Score -3.567398e+07 nChanged 10918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130729 members 
Mstep: Class 2 contains 143827 members 
Entering Unmasked Estep 
Score: -35678312.000000 Penalty: 6211.363281
	Iteration 13Q: 3 clusters Score -3.567831e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130134 members 
Mstep: Class 2 contains 144422 members 
Entering Unmasked Estep 
Score: -35680920.000000 Penalty: 6211.363281
	Iteration 14Q: 3 clusters Score -3.568092e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129947 members 
Mstep: Class 2 contains 144609 members 
Entering Unmasked Estep 
Score: -35682232.000000 Penalty: 6211.363281
	Iteration 15Q: 3 clusters Score -3.568223e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130158 members 
Mstep: Class 2 contains 144398 members 
Entering Unmasked Estep 
Score: -35683156.000000 Penalty: 6211.363281
	Iteration 16Q: 3 clusters Score -3.568316e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130599 members 
Mstep: Class 2 contains 143957 members 
Entering Unmasked Estep 
Score: -35683588.000000 Penalty: 6211.363281
	Iteration 17Q: 3 clusters Score -3.568359e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131283 members 
Mstep: Class 2 contains 143273 members 
Entering Unmasked Estep 
Score: -35683888.000000 Penalty: 6211.363281
	Iteration 18Q: 3 clusters Score -3.568389e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132014 members 
Mstep: Class 2 contains 142542 members 
Entering Unmasked Estep 
Score: -35684236.000000 Penalty: 6211.363281
	Iteration 19Q: 3 clusters Score -3.568424e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132919 members 
Mstep: Class 2 contains 141637 members 
Entering Unmasked Estep 
Score: -35684604.000000 Penalty: 6211.363281
	Iteration 20F: 3 clusters Score -3.56846e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133858 members 
Mstep: Class 2 contains 140698 members 
Entering Unmasked Estep 
Score: -35684964.000000 Penalty: 6211.363281
	Iteration 21Q: 3 clusters Score -3.568496e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134914 members 
Mstep: Class 2 contains 139642 members 
Entering Unmasked Estep 
Score: -35685312.000000 Penalty: 6211.363281
	Iteration 22Q: 3 clusters Score -3.568531e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136183 members 
Mstep: Class 2 contains 138373 members 
Entering Unmasked Estep 
Score: -35685776.000000 Penalty: 6211.363281
	Iteration 23Q: 3 clusters Score -3.568578e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137579 members 
Mstep: Class 2 contains 136977 members 
Entering Unmasked Estep 
Score: -35686100.000000 Penalty: 6211.363281
	Iteration 24Q: 3 clusters Score -3.56861e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139181 members 
Mstep: Class 2 contains 135375 members 
Entering Unmasked Estep 
Score: -35686544.000000 Penalty: 6211.363281
	Iteration 25Q: 3 clusters Score -3.568654e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140903 members 
Mstep: Class 2 contains 133653 members 
Entering Unmasked Estep 
Score: -35686956.000000 Penalty: 6211.363281
	Iteration 26Q: 3 clusters Score -3.568696e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142784 members 
Mstep: Class 2 contains 131772 members 
Entering Unmasked Estep 
Score: -35687384.000000 Penalty: 6211.363281
	Iteration 27Q: 3 clusters Score -3.568738e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144756 members 
Mstep: Class 2 contains 129800 members 
Entering Unmasked Estep 
Score: -35687856.000000 Penalty: 6211.363281
	Iteration 28Q: 3 clusters Score -3.568786e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146954 members 
Mstep: Class 2 contains 127602 members 
Entering Unmasked Estep 
Score: -35688572.000000 Penalty: 6211.363281
	Iteration 29Q: 3 clusters Score -3.568857e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149297 members 
Mstep: Class 2 contains 125259 members 
Entering Unmasked Estep 
Score: -35689020.000000 Penalty: 6211.363281
	Iteration 30Q: 3 clusters Score -3.568902e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151816 members 
Mstep: Class 2 contains 122740 members 
Entering Unmasked Estep 
Score: -35689640.000000 Penalty: 6211.363281
	Iteration 31Q: 3 clusters Score -3.568964e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154485 members 
Mstep: Class 2 contains 120071 members 
Entering Unmasked Estep 
Score: -35690116.000000 Penalty: 6211.363281
	Iteration 32Q: 3 clusters Score -3.569012e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157320 members 
Mstep: Class 2 contains 117236 members 
Entering Unmasked Estep 
Score: -35690672.000000 Penalty: 6211.363281
	Iteration 33Q: 3 clusters Score -3.569067e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160385 members 
Mstep: Class 2 contains 114171 members 
Entering Unmasked Estep 
Score: -35691372.000000 Penalty: 6211.363281
	Iteration 34Q: 3 clusters Score -3.569137e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163604 members 
Mstep: Class 2 contains 110952 members 
Entering Unmasked Estep 
Score: -35692028.000000 Penalty: 6211.363281
	Iteration 35Q: 3 clusters Score -3.569203e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167077 members 
Mstep: Class 2 contains 107479 members 
Entering Unmasked Estep 
Score: -35692892.000000 Penalty: 6211.363281
	Iteration 36Q: 3 clusters Score -3.569289e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170673 members 
Mstep: Class 2 contains 103883 members 
Entering Unmasked Estep 
Score: -35693676.000000 Penalty: 6211.363281
	Iteration 37Q: 3 clusters Score -3.569368e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174372 members 
Mstep: Class 2 contains 100184 members 
Entering Unmasked Estep 
Score: -35694688.000000 Penalty: 6211.363281
	Iteration 38Q: 3 clusters Score -3.569469e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178118 members 
Mstep: Class 2 contains 96438 members 
Entering Unmasked Estep 
Score: -35695484.000000 Penalty: 6211.363281
	Iteration 39Q: 3 clusters Score -3.569548e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181916 members 
Mstep: Class 2 contains 92640 members 
Entering Unmasked Estep 
Score: -35696308.000000 Penalty: 6211.363281
	Iteration 40F: 3 clusters Score -3.569631e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185894 members 
Mstep: Class 2 contains 88662 members 
Entering Unmasked Estep 
Score: -35697172.000000 Penalty: 6211.363281
	Iteration 41Q: 3 clusters Score -3.569717e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189932 members 
Mstep: Class 2 contains 84624 members 
Entering Unmasked Estep 
Score: -35697944.000000 Penalty: 6211.363281
	Iteration 42Q: 3 clusters Score -3.569794e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194124 members 
Mstep: Class 2 contains 80432 members 
Entering Unmasked Estep 
Score: -35698808.000000 Penalty: 6211.363281
	Iteration 43Q: 3 clusters Score -3.569881e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198240 members 
Mstep: Class 2 contains 76316 members 
Entering Unmasked Estep 
Score: -35699328.000000 Penalty: 6211.363281
	Iteration 44Q: 3 clusters Score -3.569933e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202301 members 
Mstep: Class 2 contains 72255 members 
Entering Unmasked Estep 
Score: -35700312.000000 Penalty: 6211.363281
	Iteration 45Q: 3 clusters Score -3.570031e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206327 members 
Mstep: Class 2 contains 68229 members 
Entering Unmasked Estep 
Score: -35700940.000000 Penalty: 6211.363281
	Iteration 46Q: 3 clusters Score -3.570094e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210287 members 
Mstep: Class 2 contains 64269 members 
Entering Unmasked Estep 
Score: -35701496.000000 Penalty: 6211.363281
	Iteration 47Q: 3 clusters Score -3.57015e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214020 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -35702036.000000 Penalty: 6211.363281
	Iteration 48Q: 3 clusters Score -3.570204e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217650 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -35702644.000000 Penalty: 6211.363281
	Iteration 49Q: 3 clusters Score -3.570264e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221300 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -35703072.000000 Penalty: 6211.363281
	Iteration 50Q: 3 clusters Score -3.570307e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224840 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -35703572.000000 Penalty: 6211.363281
	Iteration 51Q: 3 clusters Score -3.570357e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228280 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -35704020.000000 Penalty: 6211.363281
	Iteration 52Q: 3 clusters Score -3.570402e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231533 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -35704672.000000 Penalty: 6211.363281
	Iteration 53Q: 3 clusters Score -3.570467e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234684 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -35705156.000000 Penalty: 6211.363281
	Iteration 54Q: 3 clusters Score -3.570516e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237717 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -35705636.000000 Penalty: 6211.363281
	Iteration 55Q: 3 clusters Score -3.570564e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240486 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -35705956.000000 Penalty: 6211.363281
	Iteration 56Q: 3 clusters Score -3.570596e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243031 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -35706300.000000 Penalty: 6211.363281
	Iteration 57Q: 3 clusters Score -3.57063e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245429 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -35706704.000000 Penalty: 6211.363281
	Iteration 58Q: 3 clusters Score -3.57067e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247642 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -35707044.000000 Penalty: 6211.363281
	Iteration 59Q: 3 clusters Score -3.570704e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249634 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -35707604.000000 Penalty: 6211.363281
	Iteration 60F: 3 clusters Score -3.57076e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251643 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -35708036.000000 Penalty: 6211.363281
	Iteration 61Q: 3 clusters Score -3.570804e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253484 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -35708400.000000 Penalty: 6211.363281
	Iteration 62Q: 3 clusters Score -3.57084e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255184 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -35708956.000000 Penalty: 6211.363281
	Iteration 63Q: 3 clusters Score -3.570896e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256739 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -35709372.000000 Penalty: 6211.363281
	Iteration 64Q: 3 clusters Score -3.570937e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258215 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -35709584.000000 Penalty: 6211.363281
	Iteration 65Q: 3 clusters Score -3.570958e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259541 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -35709876.000000 Penalty: 6211.363281
	Iteration 66Q: 3 clusters Score -3.570988e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260764 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -35710132.000000 Penalty: 6211.363281
	Iteration 67Q: 3 clusters Score -3.571013e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261859 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -35710412.000000 Penalty: 6211.363281
	Iteration 68Q: 3 clusters Score -3.571041e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262831 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -35710600.000000 Penalty: 6211.363281
	Iteration 69Q: 3 clusters Score -3.57106e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263762 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -35710900.000000 Penalty: 6211.363281
	Iteration 70Q: 3 clusters Score -3.57109e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264616 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -35710956.000000 Penalty: 6211.363281
	Iteration 71Q: 3 clusters Score -3.571096e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265440 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -35711112.000000 Penalty: 6211.363281
	Iteration 72Q: 3 clusters Score -3.571111e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266191 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -35711364.000000 Penalty: 6211.363281
	Iteration 73Q: 3 clusters Score -3.571136e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266876 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -35711556.000000 Penalty: 6211.363281
	Iteration 74Q: 3 clusters Score -3.571156e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267518 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -35711756.000000 Penalty: 6211.363281
	Iteration 75Q: 3 clusters Score -3.571176e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268120 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -35711960.000000 Penalty: 6211.363281
	Iteration 76Q: 3 clusters Score -3.571196e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268628 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -35711972.000000 Penalty: 6211.363281
	Iteration 77Q: 3 clusters Score -3.571197e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269090 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -35712172.000000 Penalty: 6211.363281
	Iteration 78Q: 3 clusters Score -3.571217e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269534 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -35712268.000000 Penalty: 6211.363281
	Iteration 79Q: 3 clusters Score -3.571227e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269981 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -35712464.000000 Penalty: 6211.363281
	Iteration 80F: 3 clusters Score -3.571246e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270352 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -35712604.000000 Penalty: 6211.363281
	Iteration 81Q: 3 clusters Score -3.57126e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270692 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -35712736.000000 Penalty: 6211.363281
	Iteration 82Q: 3 clusters Score -3.571274e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270987 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -35712836.000000 Penalty: 6211.363281
	Iteration 83Q: 3 clusters Score -3.571284e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271255 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -35712996.000000 Penalty: 6211.363281
	Iteration 84Q: 3 clusters Score -3.5713e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271515 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -35713024.000000 Penalty: 6211.363281
	Iteration 85Q: 3 clusters Score -3.571302e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271726 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -35713148.000000 Penalty: 6211.363281
	Iteration 86Q: 3 clusters Score -3.571315e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271917 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -35713212.000000 Penalty: 6211.363281
	Iteration 87Q: 3 clusters Score -3.571321e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272074 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -35713260.000000 Penalty: 6211.363281
	Iteration 88Q: 3 clusters Score -3.571326e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272234 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -35713312.000000 Penalty: 6211.363281
	Iteration 89Q: 3 clusters Score -3.571331e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272381 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -35713328.000000 Penalty: 6211.363281
	Iteration 90Q: 3 clusters Score -3.571333e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272509 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -35713356.000000 Penalty: 6211.363281
	Iteration 91Q: 3 clusters Score -3.571336e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272609 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -35713360.000000 Penalty: 6211.363281
	Iteration 92Q: 3 clusters Score -3.571336e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272696 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -35713368.000000 Penalty: 6211.363281
	Iteration 93Q: 3 clusters Score -3.571337e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272763 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -35713396.000000 Penalty: 6211.363281
	Iteration 94Q: 3 clusters Score -3.57134e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272822 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -35713416.000000 Penalty: 6211.363281
	Iteration 95Q: 3 clusters Score -3.571342e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272882 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -35713372.000000 Penalty: 6211.363281
	Iteration 96Q: 3 clusters Score -3.571337e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272931 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -35713364.000000 Penalty: 6211.363281
	Iteration 97Q: 3 clusters Score -3.571336e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272977 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -35713376.000000 Penalty: 6211.363281
	Iteration 98Q: 3 clusters Score -3.571338e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273018 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -35713344.000000 Penalty: 6211.363281
	Iteration 99Q: 3 clusters Score -3.571334e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273052 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -35713348.000000 Penalty: 6211.363281
	Iteration 100F: 3 clusters Score -3.571335e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273082 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -35713376.000000 Penalty: 6211.363281
	Iteration 101Q: 3 clusters Score -3.571338e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273117 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -35713400.000000 Penalty: 6211.363281
	Iteration 102Q: 3 clusters Score -3.57134e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273145 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -35713440.000000 Penalty: 6211.363281
	Iteration 103Q: 3 clusters Score -3.571344e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273166 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -35713448.000000 Penalty: 6211.363281
	Iteration 104Q: 3 clusters Score -3.571345e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273190 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -35713452.000000 Penalty: 6211.363281
	Iteration 105Q: 3 clusters Score -3.571345e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273217 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -35713480.000000 Penalty: 6211.363281
	Iteration 106Q: 3 clusters Score -3.571348e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273246 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -35713480.000000 Penalty: 6211.363281
	Iteration 107Q: 3 clusters Score -3.571348e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273271 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -35713500.000000 Penalty: 6211.363281
	Iteration 108Q: 3 clusters Score -3.57135e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273287 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -35713532.000000 Penalty: 6211.363281
	Iteration 109Q: 3 clusters Score -3.571353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273299 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -35713516.000000 Penalty: 6211.363281
	Iteration 110Q: 3 clusters Score -3.571352e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273320 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -35713532.000000 Penalty: 6211.363281
	Iteration 111Q: 3 clusters Score -3.571353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273334 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -35713524.000000 Penalty: 6211.363281
	Iteration 112Q: 3 clusters Score -3.571352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273348 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -35713540.000000 Penalty: 6211.363281
	Iteration 113Q: 3 clusters Score -3.571354e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273369 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -35713556.000000 Penalty: 6211.363281
	Iteration 114Q: 3 clusters Score -3.571356e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273394 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -35713532.000000 Penalty: 6211.363281
	Iteration 115Q: 3 clusters Score -3.571353e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273419 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -35713512.000000 Penalty: 6211.363281
	Iteration 116Q: 3 clusters Score -3.571351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273440 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -35713540.000000 Penalty: 6211.363281
	Iteration 117Q: 3 clusters Score -3.571354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273454 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -35713520.000000 Penalty: 6211.363281
	Iteration 118Q: 3 clusters Score -3.571352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273463 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -35713532.000000 Penalty: 6211.363281
	Iteration 119Q: 3 clusters Score -3.571353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273473 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -35713576.000000 Penalty: 6211.363281
	Iteration 120F: 3 clusters Score -3.571358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273482 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -35713588.000000 Penalty: 6211.363281
	Iteration 121Q: 3 clusters Score -3.571359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273494 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -35713588.000000 Penalty: 6211.363281
	Iteration 122Q: 3 clusters Score -3.571359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273504 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -35713592.000000 Penalty: 6211.363281
	Iteration 123Q: 3 clusters Score -3.571359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273511 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -35713568.000000 Penalty: 6211.363281
	Iteration 124Q: 3 clusters Score -3.571357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273515 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -35713584.000000 Penalty: 6211.363281
	Iteration 125Q: 3 clusters Score -3.571358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273516 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -35713576.000000 Penalty: 6211.363281
	Iteration 126Q: 3 clusters Score -3.571358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273518 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -35713556.000000 Penalty: 6211.363281
	Iteration 127Q: 3 clusters Score -3.571356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273520 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -35713584.000000 Penalty: 6211.363281
	Iteration 128Q: 3 clusters Score -3.571358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273522 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -35713568.000000 Penalty: 6211.363281
	Iteration 129Q: 3 clusters Score -3.571357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273523 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -35713596.000000 Penalty: 6211.363281
	Iteration 130Q: 3 clusters Score -3.57136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273524 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -35713596.000000 Penalty: 6211.363281
	Iteration 131Q: 3 clusters Score -3.57136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273526 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -35713572.000000 Penalty: 6211.363281
	Iteration 132Q: 3 clusters Score -3.571357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273527 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -35713600.000000 Penalty: 6211.363281
	Iteration 133Q: 3 clusters Score -3.57136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273527 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -35713600.000000 Penalty: 6211.363281
	Iteration 134F: 3 clusters Score -3.57136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Entering Unmasked Estep 
Score: -1666340.875000 Penalty: 2356.320557
	Iteration 0F: 2 clusters Score -1666341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1656459.000000 Penalty: 4712.641113
	Iteration 0F: 3 clusters Score -1656459 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1659495.750000 Penalty: 4712.641113
	Iteration 1F: 3 clusters Score -1659496 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1659873.125000 Penalty: 4712.641113
	Iteration 2F: 3 clusters Score -1659873 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1660227.625000 Penalty: 4712.641113
	Iteration 3F: 3 clusters Score -1660228 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1660617.000000 Penalty: 4712.641113
	Iteration 4F: 3 clusters Score -1660617 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1661044.750000 Penalty: 4712.641113
	Iteration 5F: 3 clusters Score -1661045 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1661474.875000 Penalty: 4712.641113
	Iteration 6F: 3 clusters Score -1661475 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1661839.625000 Penalty: 4712.641113
	Iteration 7Q: 3 clusters Score -1661840 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1662179.125000 Penalty: 4712.641113
	Iteration 8Q: 3 clusters Score -1662179 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1662493.625000 Penalty: 4712.641113
	Iteration 9Q: 3 clusters Score -1662494 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1662786.875000 Penalty: 4712.641113
	Iteration 10Q: 3 clusters Score -1662787 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1663039.375000 Penalty: 4712.641113
	Iteration 11Q: 3 clusters Score -1663039 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1663240.000000 Penalty: 4712.641113
	Iteration 12Q: 3 clusters Score -1663240 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1663428.375000 Penalty: 4712.641113
	Iteration 13Q: 3 clusters Score -1663428 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1663611.000000 Penalty: 4712.641113
	Iteration 14Q: 3 clusters Score -1663611 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1663774.375000 Penalty: 4712.641113
	Iteration 15Q: 3 clusters Score -1663774 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1663898.250000 Penalty: 4712.641113
	Iteration 16Q: 3 clusters Score -1663898 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1664011.750000 Penalty: 4712.641113
	Iteration 17Q: 3 clusters Score -1664012 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1664132.500000 Penalty: 4712.641113
	Iteration 18Q: 3 clusters Score -1664132 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1664243.875000 Penalty: 4712.641113
	Iteration 19Q: 3 clusters Score -1664244 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1664348.875000 Penalty: 4712.641113
	Iteration 20F: 3 clusters Score -1664349 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1664434.875000 Penalty: 4712.641113
	Iteration 21Q: 3 clusters Score -1664435 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1664480.125000 Penalty: 4712.641113
	Iteration 22Q: 3 clusters Score -1664480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1664517.250000 Penalty: 4712.641113
	Iteration 23Q: 3 clusters Score -1664517 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1664525.500000 Penalty: 4712.641113
	Iteration 24Q: 3 clusters Score -1664526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1664533.875000 Penalty: 4712.641113
	Iteration 25Q: 3 clusters Score -1664534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1664541.875000 Penalty: 4712.641113
	Iteration 26Q: 3 clusters Score -1664542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1664547.875000 Penalty: 4712.641113
	Iteration 27Q: 3 clusters Score -1664548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1664551.500000 Penalty: 4712.641113
	Iteration 28Q: 3 clusters Score -1664552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1664552.625000 Penalty: 4712.641113
	Iteration 29Q: 3 clusters Score -1664553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1664551.625000 Penalty: 4712.641113
	Iteration 30Q: 3 clusters Score -1664552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1664555.750000 Penalty: 4712.641113
	Iteration 31Q: 3 clusters Score -1664556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1664554.500000 Penalty: 4712.641113
	Iteration 32Q: 3 clusters Score -1664554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1664554.500000 Penalty: 4712.641113
	Iteration 33F: 3 clusters Score -1664554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -112053.062500 Penalty: 1716.571167
	Iteration 0F: 2 clusters Score -112053.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -110111.062500 Penalty: 3433.142334
	Iteration 0F: 3 clusters Score -110111.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -110541.906250 Penalty: 3433.142334
	Iteration 1F: 3 clusters Score -110541.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -110803.585938 Penalty: 3433.142334
	Iteration 2F: 3 clusters Score -110803.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -111121.656250 Penalty: 3433.142334
	Iteration 3F: 3 clusters Score -111121.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -111602.250000 Penalty: 3433.142334
	Iteration 4F: 3 clusters Score -111602.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -111952.109375 Penalty: 3433.142334
	Iteration 5F: 3 clusters Score -111952.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -112196.117188 Penalty: 3433.142334
	Iteration 6Q: 3 clusters Score -112196.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -112496.085938 Penalty: 3433.142334
	Iteration 7Q: 3 clusters Score -112496.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -112677.335938 Penalty: 3433.142334
	Iteration 8Q: 3 clusters Score -112677.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112735.835938 Penalty: 3433.142334
	Iteration 9Q: 3 clusters Score -112735.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -112765.039062 Penalty: 3433.142334
	Iteration 10Q: 3 clusters Score -112765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -112827.304688 Penalty: 3433.142334
	Iteration 11Q: 3 clusters Score -112827.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -112856.812500 Penalty: 3433.142334
	Iteration 12Q: 3 clusters Score -112856.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -112865.023438 Penalty: 3433.142334
	Iteration 13Q: 3 clusters Score -112865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -112871.945312 Penalty: 3433.142334
	Iteration 14Q: 3 clusters Score -112871.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -112879.257812 Penalty: 3433.142334
	Iteration 15Q: 3 clusters Score -112879.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -112882.031250 Penalty: 3433.142334
	Iteration 16Q: 3 clusters Score -112882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -112882.031250 Penalty: 3433.142334
	Iteration 17F: 3 clusters Score -112882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 14471 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 161411 members 
Mstep: Class 5 contains 274556 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54561 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 12 contains 11095 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36679 members 
Mstep: Class 15 contains 13041 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44040 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 13696 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12416 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 449 members 
Entering Unmasked Estep 
Score: -90827984.000000 Penalty: 90278.039062
Splitting cluster 7 changes total score from -90828760.000000 to -90827984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -291528.562500 Penalty: 1920.868042
	Iteration 0F: 2 clusters Score -291528.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -288714.750000 Penalty: 3841.736084
	Iteration 0F: 3 clusters Score -288714.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -289208.656250 Penalty: 3841.736084
	Iteration 1F: 3 clusters Score -289208.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -289355.375000 Penalty: 3841.736084
	Iteration 2F: 3 clusters Score -289355.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -289448.187500 Penalty: 3841.736084
	Iteration 3Q: 3 clusters Score -289448.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -289502.437500 Penalty: 3841.736084
	Iteration 4Q: 3 clusters Score -289502.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -289545.906250 Penalty: 3841.736084
	Iteration 5Q: 3 clusters Score -289545.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -289582.375000 Penalty: 3841.736084
	Iteration 6Q: 3 clusters Score -289582.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -289610.062500 Penalty: 3841.736084
	Iteration 7Q: 3 clusters Score -289610.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -289654.843750 Penalty: 3841.736084
	Iteration 8Q: 3 clusters Score -289654.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -289698.406250 Penalty: 3841.736084
	Iteration 9Q: 3 clusters Score -289698.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -289739.812500 Penalty: 3841.736084
	Iteration 10Q: 3 clusters Score -289739.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -289773.281250 Penalty: 3841.736084
	Iteration 11Q: 3 clusters Score -289773.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -289798.906250 Penalty: 3841.736084
	Iteration 12Q: 3 clusters Score -289798.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -289816.156250 Penalty: 3841.736084
	Iteration 13Q: 3 clusters Score -289816.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -289834.468750 Penalty: 3841.736084
	Iteration 14Q: 3 clusters Score -289834.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -289855.218750 Penalty: 3841.736084
	Iteration 15Q: 3 clusters Score -289855.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -289868.093750 Penalty: 3841.736084
	Iteration 16Q: 3 clusters Score -289868.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -289879.906250 Penalty: 3841.736084
	Iteration 17Q: 3 clusters Score -289879.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -289884.656250 Penalty: 3841.736084
	Iteration 18Q: 3 clusters Score -289884.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -289890.625000 Penalty: 3841.736084
	Iteration 19Q: 3 clusters Score -289890.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -289897.968750 Penalty: 3841.736084
	Iteration 20F: 3 clusters Score -289898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -289905.375000 Penalty: 3841.736084
	Iteration 21Q: 3 clusters Score -289905.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -289911.406250 Penalty: 3841.736084
	Iteration 22Q: 3 clusters Score -289911.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -289917.406250 Penalty: 3841.736084
	Iteration 23Q: 3 clusters Score -289917.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -289924.156250 Penalty: 3841.736084
	Iteration 24Q: 3 clusters Score -289924.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -289926.687500 Penalty: 3841.736084
	Iteration 25Q: 3 clusters Score -289926.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -289928.843750 Penalty: 3841.736084
	Iteration 26Q: 3 clusters Score -289928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -289931.968750 Penalty: 3841.736084
	Iteration 27Q: 3 clusters Score -289932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -289933.500000 Penalty: 3841.736084
	Iteration 28Q: 3 clusters Score -289933.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -289934.781250 Penalty: 3841.736084
	Iteration 29Q: 3 clusters Score -289934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -289936.031250 Penalty: 3841.736084
	Iteration 30Q: 3 clusters Score -289936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -289939.156250 Penalty: 3841.736084
	Iteration 31Q: 3 clusters Score -289939.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -289943.500000 Penalty: 3841.736084
	Iteration 32Q: 3 clusters Score -289943.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -289948.281250 Penalty: 3841.736084
	Iteration 33Q: 3 clusters Score -289948.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -289951.031250 Penalty: 3841.736084
	Iteration 34Q: 3 clusters Score -289951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -289954.031250 Penalty: 3841.736084
	Iteration 35Q: 3 clusters Score -289954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -289956.093750 Penalty: 3841.736084
	Iteration 36Q: 3 clusters Score -289956.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -289958.468750 Penalty: 3841.736084
	Iteration 37Q: 3 clusters Score -289958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -289959.718750 Penalty: 3841.736084
	Iteration 38Q: 3 clusters Score -289959.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -289960.062500 Penalty: 3841.736084
	Iteration 39Q: 3 clusters Score -289960.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -289961.281250 Penalty: 3841.736084
	Iteration 40F: 3 clusters Score -289961.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -289962.875000 Penalty: 3841.736084
	Iteration 41Q: 3 clusters Score -289962.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -289962.875000 Penalty: 3841.736084
	Iteration 42F: 3 clusters Score -289962.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -290179.625000 Penalty: 1919.145020
	Iteration 0F: 2 clusters Score -290179.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -287364.156250 Penalty: 3838.290039
	Iteration 0F: 3 clusters Score -287364.2 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -287877.437500 Penalty: 3838.290039
	Iteration 1F: 3 clusters Score -287877.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -288019.906250 Penalty: 3838.290039
	Iteration 2F: 3 clusters Score -288019.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -288079.562500 Penalty: 3838.290039
	Iteration 3Q: 3 clusters Score -288079.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -288122.156250 Penalty: 3838.290039
	Iteration 4Q: 3 clusters Score -288122.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -288143.375000 Penalty: 3838.290039
	Iteration 5Q: 3 clusters Score -288143.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -288159.875000 Penalty: 3838.290039
	Iteration 6Q: 3 clusters Score -288159.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -288174.718750 Penalty: 3838.290039
	Iteration 7Q: 3 clusters Score -288174.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -288189.593750 Penalty: 3838.290039
	Iteration 8Q: 3 clusters Score -288189.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -288201.968750 Penalty: 3838.290039
	Iteration 9Q: 3 clusters Score -288202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -288212.593750 Penalty: 3838.290039
	Iteration 10Q: 3 clusters Score -288212.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -288223.187500 Penalty: 3838.290039
	Iteration 11Q: 3 clusters Score -288223.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -288233.531250 Penalty: 3838.290039
	Iteration 12Q: 3 clusters Score -288233.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -288248.718750 Penalty: 3838.290039
	Iteration 13Q: 3 clusters Score -288248.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -288259.781250 Penalty: 3838.290039
	Iteration 14Q: 3 clusters Score -288259.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -288266.812500 Penalty: 3838.290039
	Iteration 15Q: 3 clusters Score -288266.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -288270.562500 Penalty: 3838.290039
	Iteration 16Q: 3 clusters Score -288270.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -288273.187500 Penalty: 3838.290039
	Iteration 17Q: 3 clusters Score -288273.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -288275.375000 Penalty: 3838.290039
	Iteration 18Q: 3 clusters Score -288275.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -288276.375000 Penalty: 3838.290039
	Iteration 19Q: 3 clusters Score -288276.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -288277.375000 Penalty: 3838.290039
	Iteration 20F: 3 clusters Score -288277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -288279.625000 Penalty: 3838.290039
	Iteration 21Q: 3 clusters Score -288279.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -288282.093750 Penalty: 3838.290039
	Iteration 22Q: 3 clusters Score -288282.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -288283.750000 Penalty: 3838.290039
	Iteration 23Q: 3 clusters Score -288283.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -288284.937500 Penalty: 3838.290039
	Iteration 24Q: 3 clusters Score -288284.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -288287.281250 Penalty: 3838.290039
	Iteration 25Q: 3 clusters Score -288287.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -288288.593750 Penalty: 3838.290039
	Iteration 26Q: 3 clusters Score -288288.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -288289.750000 Penalty: 3838.290039
	Iteration 27Q: 3 clusters Score -288289.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -288291.406250 Penalty: 3838.290039
	Iteration 28Q: 3 clusters Score -288291.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -288292.437500 Penalty: 3838.290039
	Iteration 29Q: 3 clusters Score -288292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -288294.281250 Penalty: 3838.290039
	Iteration 30Q: 3 clusters Score -288294.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -288298.437500 Penalty: 3838.290039
	Iteration 31Q: 3 clusters Score -288298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -288299.375000 Penalty: 3838.290039
	Iteration 32Q: 3 clusters Score -288299.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -288300.656250 Penalty: 3838.290039
	Iteration 33Q: 3 clusters Score -288300.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -288300.781250 Penalty: 3838.290039
	Iteration 34Q: 3 clusters Score -288300.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -288300.781250 Penalty: 3838.290039
	Iteration 35F: 3 clusters Score -288300.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Entering Unmasked Estep 
Score: -6969344.500000 Penalty: 2704.954590
	Iteration 0F: 2 clusters Score -6969344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -6932779.000000 Penalty: 5409.909180
	Iteration 0F: 3 clusters Score -6932779 nChanged 25132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -6946825.500000 Penalty: 5409.909180
	Iteration 1F: 3 clusters Score -6946826 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -6947515.000000 Penalty: 5409.909180
	Iteration 2Q: 3 clusters Score -6947515 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -6948308.500000 Penalty: 5409.909180
	Iteration 3Q: 3 clusters Score -6948308 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -6949274.000000 Penalty: 5409.909180
	Iteration 4Q: 3 clusters Score -6949274 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -6950704.500000 Penalty: 5409.909180
	Iteration 5Q: 3 clusters Score -6950704 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -6952566.500000 Penalty: 5409.909180
	Iteration 6F: 3 clusters Score -6952566 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -6954846.500000 Penalty: 5409.909180
	Iteration 7F: 3 clusters Score -6954846 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -6957268.500000 Penalty: 5409.909180
	Iteration 8F: 3 clusters Score -6957268 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -6959538.000000 Penalty: 5409.909180
	Iteration 9F: 3 clusters Score -6959538 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -6961291.000000 Penalty: 5409.909180
	Iteration 10Q: 3 clusters Score -6961291 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -6962689.500000 Penalty: 5409.909180
	Iteration 11Q: 3 clusters Score -6962690 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -6963851.500000 Penalty: 5409.909180
	Iteration 12Q: 3 clusters Score -6963852 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -6964782.500000 Penalty: 5409.909180
	Iteration 13Q: 3 clusters Score -6964782 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -6965454.000000 Penalty: 5409.909180
	Iteration 14Q: 3 clusters Score -6965454 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -6965882.500000 Penalty: 5409.909180
	Iteration 15Q: 3 clusters Score -6965882 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -6966196.500000 Penalty: 5409.909180
	Iteration 16Q: 3 clusters Score -6966196 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6966390.000000 Penalty: 5409.909180
	Iteration 17Q: 3 clusters Score -6966390 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6966528.000000 Penalty: 5409.909180
	Iteration 18Q: 3 clusters Score -6966528 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6966632.000000 Penalty: 5409.909180
	Iteration 19Q: 3 clusters Score -6966632 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6966724.000000 Penalty: 5409.909180
	Iteration 20F: 3 clusters Score -6966724 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6966785.500000 Penalty: 5409.909180
	Iteration 21Q: 3 clusters Score -6966786 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6966836.500000 Penalty: 5409.909180
	Iteration 22Q: 3 clusters Score -6966836 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6966865.000000 Penalty: 5409.909180
	Iteration 23Q: 3 clusters Score -6966865 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6966904.000000 Penalty: 5409.909180
	Iteration 24Q: 3 clusters Score -6966904 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6966933.500000 Penalty: 5409.909180
	Iteration 25Q: 3 clusters Score -6966934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6966946.500000 Penalty: 5409.909180
	Iteration 26Q: 3 clusters Score -6966946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6966969.000000 Penalty: 5409.909180
	Iteration 27Q: 3 clusters Score -6966969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6966979.000000 Penalty: 5409.909180
	Iteration 28Q: 3 clusters Score -6966979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6966980.500000 Penalty: 5409.909180
	Iteration 29Q: 3 clusters Score -6966980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6966987.000000 Penalty: 5409.909180
	Iteration 30Q: 3 clusters Score -6966987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6966997.000000 Penalty: 5409.909180
	Iteration 31Q: 3 clusters Score -6966997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6966997.500000 Penalty: 5409.909180
	Iteration 32Q: 3 clusters Score -6966998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6967003.000000 Penalty: 5409.909180
	Iteration 33Q: 3 clusters Score -6967003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6966997.500000 Penalty: 5409.909180
	Iteration 34Q: 3 clusters Score -6966998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6967005.500000 Penalty: 5409.909180
	Iteration 35Q: 3 clusters Score -6967006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6967017.000000 Penalty: 5409.909180
	Iteration 36Q: 3 clusters Score -6967017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53715 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6967013.000000 Penalty: 5409.909180
	Iteration 37Q: 3 clusters Score -6967013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6967019.000000 Penalty: 5409.909180
	Iteration 38Q: 3 clusters Score -6967019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6967023.000000 Penalty: 5409.909180
	Iteration 39Q: 3 clusters Score -6967023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6967020.000000 Penalty: 5409.909180
	Iteration 40F: 3 clusters Score -6967020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6967026.000000 Penalty: 5409.909180
	Iteration 41Q: 3 clusters Score -6967026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6967034.000000 Penalty: 5409.909180
	Iteration 42Q: 3 clusters Score -6967034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6967037.500000 Penalty: 5409.909180
	Iteration 43Q: 3 clusters Score -6967038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6967039.000000 Penalty: 5409.909180
	Iteration 44Q: 3 clusters Score -6967039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6967034.500000 Penalty: 5409.909180
	Iteration 45Q: 3 clusters Score -6967034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6967034.500000 Penalty: 5409.909180
	Iteration 46F: 3 clusters Score -6967034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Entering Unmasked Estep 
Score: -675042.187500 Penalty: 2121.082764
	Iteration 0F: 2 clusters Score -675042.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -670381.625000 Penalty: 4242.165527
	Iteration 0F: 3 clusters Score -670381.6 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -671456.125000 Penalty: 4242.165527
	Iteration 1F: 3 clusters Score -671456.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -671683.562500 Penalty: 4242.165527
	Iteration 2F: 3 clusters Score -671683.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -671842.687500 Penalty: 4242.165527
	Iteration 3F: 3 clusters Score -671842.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -671942.625000 Penalty: 4242.165527
	Iteration 4Q: 3 clusters Score -671942.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -672017.687500 Penalty: 4242.165527
	Iteration 5Q: 3 clusters Score -672017.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -672071.812500 Penalty: 4242.165527
	Iteration 6Q: 3 clusters Score -672071.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -672116.250000 Penalty: 4242.165527
	Iteration 7Q: 3 clusters Score -672116.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -672152.312500 Penalty: 4242.165527
	Iteration 8Q: 3 clusters Score -672152.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -672198.687500 Penalty: 4242.165527
	Iteration 9Q: 3 clusters Score -672198.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -672248.187500 Penalty: 4242.165527
	Iteration 10Q: 3 clusters Score -672248.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -672297.312500 Penalty: 4242.165527
	Iteration 11Q: 3 clusters Score -672297.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -672343.062500 Penalty: 4242.165527
	Iteration 12Q: 3 clusters Score -672343.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -672385.062500 Penalty: 4242.165527
	Iteration 13Q: 3 clusters Score -672385.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -672420.687500 Penalty: 4242.165527
	Iteration 14Q: 3 clusters Score -672420.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -672456.937500 Penalty: 4242.165527
	Iteration 15Q: 3 clusters Score -672456.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -672502.500000 Penalty: 4242.165527
	Iteration 16Q: 3 clusters Score -672502.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -672551.250000 Penalty: 4242.165527
	Iteration 17Q: 3 clusters Score -672551.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -672608.375000 Penalty: 4242.165527
	Iteration 18Q: 3 clusters Score -672608.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -672673.500000 Penalty: 4242.165527
	Iteration 19Q: 3 clusters Score -672673.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -672742.937500 Penalty: 4242.165527
	Iteration 20F: 3 clusters Score -672742.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -672812.062500 Penalty: 4242.165527
	Iteration 21Q: 3 clusters Score -672812.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -672876.187500 Penalty: 4242.165527
	Iteration 22Q: 3 clusters Score -672876.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -672923.625000 Penalty: 4242.165527
	Iteration 23Q: 3 clusters Score -672923.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -672956.312500 Penalty: 4242.165527
	Iteration 24Q: 3 clusters Score -672956.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -672986.687500 Penalty: 4242.165527
	Iteration 25Q: 3 clusters Score -672986.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -673012.562500 Penalty: 4242.165527
	Iteration 26Q: 3 clusters Score -673012.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -673030.687500 Penalty: 4242.165527
	Iteration 27Q: 3 clusters Score -673030.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -673055.125000 Penalty: 4242.165527
	Iteration 28Q: 3 clusters Score -673055.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -673074.375000 Penalty: 4242.165527
	Iteration 29Q: 3 clusters Score -673074.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -673086.562500 Penalty: 4242.165527
	Iteration 30Q: 3 clusters Score -673086.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -673096.750000 Penalty: 4242.165527
	Iteration 31Q: 3 clusters Score -673096.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -673106.125000 Penalty: 4242.165527
	Iteration 32Q: 3 clusters Score -673106.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -673120.625000 Penalty: 4242.165527
	Iteration 33Q: 3 clusters Score -673120.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -673126.312500 Penalty: 4242.165527
	Iteration 34Q: 3 clusters Score -673126.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -673136.062500 Penalty: 4242.165527
	Iteration 35Q: 3 clusters Score -673136.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -673141.500000 Penalty: 4242.165527
	Iteration 36Q: 3 clusters Score -673141.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -673151.062500 Penalty: 4242.165527
	Iteration 37Q: 3 clusters Score -673151.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -673156.562500 Penalty: 4242.165527
	Iteration 38Q: 3 clusters Score -673156.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -673163.437500 Penalty: 4242.165527
	Iteration 39Q: 3 clusters Score -673163.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -673170.500000 Penalty: 4242.165527
	Iteration 40F: 3 clusters Score -673170.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -673176.375000 Penalty: 4242.165527
	Iteration 41Q: 3 clusters Score -673176.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -673177.875000 Penalty: 4242.165527
	Iteration 42Q: 3 clusters Score -673177.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -673180.750000 Penalty: 4242.165527
	Iteration 43Q: 3 clusters Score -673180.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -673180.312500 Penalty: 4242.165527
	Iteration 44Q: 3 clusters Score -673180.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -673181.687500 Penalty: 4242.165527
	Iteration 45Q: 3 clusters Score -673181.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -673181.687500 Penalty: 4242.165527
	Iteration 46F: 3 clusters Score -673181.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Entering Unmasked Estep 
Score: -1393516.625000 Penalty: 2309.934082
	Iteration 0F: 2 clusters Score -1393517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1385129.750000 Penalty: 4619.868164
	Iteration 0F: 3 clusters Score -1385130 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1387668.375000 Penalty: 4619.868164
	Iteration 1F: 3 clusters Score -1387668 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1387964.875000 Penalty: 4619.868164
	Iteration 2F: 3 clusters Score -1387965 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1388198.250000 Penalty: 4619.868164
	Iteration 3Q: 3 clusters Score -1388198 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1388414.500000 Penalty: 4619.868164
	Iteration 4Q: 3 clusters Score -1388414 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1388659.250000 Penalty: 4619.868164
	Iteration 5Q: 3 clusters Score -1388659 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1388973.875000 Penalty: 4619.868164
	Iteration 6Q: 3 clusters Score -1388974 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1389353.750000 Penalty: 4619.868164
	Iteration 7F: 3 clusters Score -1389354 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1389776.000000 Penalty: 4619.868164
	Iteration 8F: 3 clusters Score -1389776 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1390171.500000 Penalty: 4619.868164
	Iteration 9Q: 3 clusters Score -1390172 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1390482.250000 Penalty: 4619.868164
	Iteration 10Q: 3 clusters Score -1390482 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1390731.000000 Penalty: 4619.868164
	Iteration 11Q: 3 clusters Score -1390731 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1390932.500000 Penalty: 4619.868164
	Iteration 12Q: 3 clusters Score -1390932 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1391114.250000 Penalty: 4619.868164
	Iteration 13Q: 3 clusters Score -1391114 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1391255.500000 Penalty: 4619.868164
	Iteration 14Q: 3 clusters Score -1391256 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1391398.750000 Penalty: 4619.868164
	Iteration 15Q: 3 clusters Score -1391399 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1391513.125000 Penalty: 4619.868164
	Iteration 16Q: 3 clusters Score -1391513 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1391626.000000 Penalty: 4619.868164
	Iteration 17Q: 3 clusters Score -1391626 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1391723.250000 Penalty: 4619.868164
	Iteration 18Q: 3 clusters Score -1391723 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1391792.500000 Penalty: 4619.868164
	Iteration 19Q: 3 clusters Score -1391792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1391854.625000 Penalty: 4619.868164
	Iteration 20F: 3 clusters Score -1391855 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1391910.875000 Penalty: 4619.868164
	Iteration 21Q: 3 clusters Score -1391911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1391943.875000 Penalty: 4619.868164
	Iteration 22Q: 3 clusters Score -1391944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1391976.000000 Penalty: 4619.868164
	Iteration 23Q: 3 clusters Score -1391976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1391999.000000 Penalty: 4619.868164
	Iteration 24Q: 3 clusters Score -1391999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1392021.625000 Penalty: 4619.868164
	Iteration 25Q: 3 clusters Score -1392022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1392034.750000 Penalty: 4619.868164
	Iteration 26Q: 3 clusters Score -1392035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1392044.375000 Penalty: 4619.868164
	Iteration 27Q: 3 clusters Score -1392044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1392054.375000 Penalty: 4619.868164
	Iteration 28Q: 3 clusters Score -1392054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1392068.375000 Penalty: 4619.868164
	Iteration 29Q: 3 clusters Score -1392068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1392077.250000 Penalty: 4619.868164
	Iteration 30Q: 3 clusters Score -1392077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1392079.750000 Penalty: 4619.868164
	Iteration 31Q: 3 clusters Score -1392080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1392081.250000 Penalty: 4619.868164
	Iteration 32Q: 3 clusters Score -1392081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1392080.250000 Penalty: 4619.868164
	Iteration 33Q: 3 clusters Score -1392080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1392082.875000 Penalty: 4619.868164
	Iteration 34Q: 3 clusters Score -1392083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1392084.000000 Penalty: 4619.868164
	Iteration 35Q: 3 clusters Score -1392084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1392084.500000 Penalty: 4619.868164
	Iteration 36Q: 3 clusters Score -1392084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1392089.625000 Penalty: 4619.868164
	Iteration 37Q: 3 clusters Score -1392090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1392089.625000 Penalty: 4619.868164
	Iteration 38F: 3 clusters Score -1392090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Entering Unmasked Estep 
Score: -726149.937500 Penalty: 2137.832031
	Iteration 0F: 2 clusters Score -726149.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -721283.562500 Penalty: 4275.664062
	Iteration 0F: 3 clusters Score -721283.6 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -722475.875000 Penalty: 4275.664062
	Iteration 1F: 3 clusters Score -722475.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -722659.625000 Penalty: 4275.664062
	Iteration 2F: 3 clusters Score -722659.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -722764.187500 Penalty: 4275.664062
	Iteration 3Q: 3 clusters Score -722764.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -722839.187500 Penalty: 4275.664062
	Iteration 4Q: 3 clusters Score -722839.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -722898.812500 Penalty: 4275.664062
	Iteration 5Q: 3 clusters Score -722898.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -722945.812500 Penalty: 4275.664062
	Iteration 6Q: 3 clusters Score -722945.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -722981.312500 Penalty: 4275.664062
	Iteration 7Q: 3 clusters Score -722981.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -723013.000000 Penalty: 4275.664062
	Iteration 8Q: 3 clusters Score -723013 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -723042.750000 Penalty: 4275.664062
	Iteration 9Q: 3 clusters Score -723042.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -723065.625000 Penalty: 4275.664062
	Iteration 10Q: 3 clusters Score -723065.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -723090.125000 Penalty: 4275.664062
	Iteration 11Q: 3 clusters Score -723090.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -723107.062500 Penalty: 4275.664062
	Iteration 12Q: 3 clusters Score -723107.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -723116.312500 Penalty: 4275.664062
	Iteration 13Q: 3 clusters Score -723116.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -723125.187500 Penalty: 4275.664062
	Iteration 14Q: 3 clusters Score -723125.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -723132.312500 Penalty: 4275.664062
	Iteration 15Q: 3 clusters Score -723132.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -723139.000000 Penalty: 4275.664062
	Iteration 16Q: 3 clusters Score -723139 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -723145.937500 Penalty: 4275.664062
	Iteration 17Q: 3 clusters Score -723145.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -723155.500000 Penalty: 4275.664062
	Iteration 18Q: 3 clusters Score -723155.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -723165.437500 Penalty: 4275.664062
	Iteration 19Q: 3 clusters Score -723165.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -723175.562500 Penalty: 4275.664062
	Iteration 20F: 3 clusters Score -723175.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -723185.187500 Penalty: 4275.664062
	Iteration 21Q: 3 clusters Score -723185.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -723198.062500 Penalty: 4275.664062
	Iteration 22Q: 3 clusters Score -723198.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -723212.562500 Penalty: 4275.664062
	Iteration 23Q: 3 clusters Score -723212.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -723227.750000 Penalty: 4275.664062
	Iteration 24Q: 3 clusters Score -723227.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -723249.562500 Penalty: 4275.664062
	Iteration 25Q: 3 clusters Score -723249.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -723272.812500 Penalty: 4275.664062
	Iteration 26Q: 3 clusters Score -723272.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -723302.500000 Penalty: 4275.664062
	Iteration 27Q: 3 clusters Score -723302.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -723330.062500 Penalty: 4275.664062
	Iteration 28Q: 3 clusters Score -723330.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -723359.562500 Penalty: 4275.664062
	Iteration 29Q: 3 clusters Score -723359.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -723395.812500 Penalty: 4275.664062
	Iteration 30Q: 3 clusters Score -723395.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -723425.062500 Penalty: 4275.664062
	Iteration 31Q: 3 clusters Score -723425.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -723460.812500 Penalty: 4275.664062
	Iteration 32Q: 3 clusters Score -723460.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -723502.437500 Penalty: 4275.664062
	Iteration 33Q: 3 clusters Score -723502.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -723540.437500 Penalty: 4275.664062
	Iteration 34Q: 3 clusters Score -723540.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -723588.000000 Penalty: 4275.664062
	Iteration 35Q: 3 clusters Score -723588 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -723644.625000 Penalty: 4275.664062
	Iteration 36Q: 3 clusters Score -723644.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -723707.375000 Penalty: 4275.664062
	Iteration 37Q: 3 clusters Score -723707.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -723770.562500 Penalty: 4275.664062
	Iteration 38Q: 3 clusters Score -723770.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -723828.750000 Penalty: 4275.664062
	Iteration 39Q: 3 clusters Score -723828.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -723885.625000 Penalty: 4275.664062
	Iteration 40F: 3 clusters Score -723885.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -723951.187500 Penalty: 4275.664062
	Iteration 41Q: 3 clusters Score -723951.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -724033.937500 Penalty: 4275.664062
	Iteration 42Q: 3 clusters Score -724033.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -724120.625000 Penalty: 4275.664062
	Iteration 43Q: 3 clusters Score -724120.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -724192.500000 Penalty: 4275.664062
	Iteration 44Q: 3 clusters Score -724192.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -724256.625000 Penalty: 4275.664062
	Iteration 45Q: 3 clusters Score -724256.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -724302.750000 Penalty: 4275.664062
	Iteration 46Q: 3 clusters Score -724302.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -724342.875000 Penalty: 4275.664062
	Iteration 47Q: 3 clusters Score -724342.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -724373.125000 Penalty: 4275.664062
	Iteration 48Q: 3 clusters Score -724373.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -724403.875000 Penalty: 4275.664062
	Iteration 49Q: 3 clusters Score -724403.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -724424.562500 Penalty: 4275.664062
	Iteration 50Q: 3 clusters Score -724424.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -724442.562500 Penalty: 4275.664062
	Iteration 51Q: 3 clusters Score -724442.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -724453.875000 Penalty: 4275.664062
	Iteration 52Q: 3 clusters Score -724453.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -724464.062500 Penalty: 4275.664062
	Iteration 53Q: 3 clusters Score -724464.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -724468.000000 Penalty: 4275.664062
	Iteration 54Q: 3 clusters Score -724468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -724473.812500 Penalty: 4275.664062
	Iteration 55Q: 3 clusters Score -724473.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -724476.750000 Penalty: 4275.664062
	Iteration 56Q: 3 clusters Score -724476.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -724478.687500 Penalty: 4275.664062
	Iteration 57Q: 3 clusters Score -724478.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -724480.687500 Penalty: 4275.664062
	Iteration 58Q: 3 clusters Score -724480.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -724480.000000 Penalty: 4275.664062
	Iteration 59Q: 3 clusters Score -724480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -724481.062500 Penalty: 4275.664062
	Iteration 60F: 3 clusters Score -724481.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -724484.187500 Penalty: 4275.664062
	Iteration 61Q: 3 clusters Score -724484.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -724487.000000 Penalty: 4275.664062
	Iteration 62Q: 3 clusters Score -724487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -724485.812500 Penalty: 4275.664062
	Iteration 63Q: 3 clusters Score -724485.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -724485.375000 Penalty: 4275.664062
	Iteration 64Q: 3 clusters Score -724485.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -724487.875000 Penalty: 4275.664062
	Iteration 65Q: 3 clusters Score -724487.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -724487.875000 Penalty: 4275.664062
	Iteration 66F: 3 clusters Score -724487.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Entering Unmasked Estep 
Score: -4793581.500000 Penalty: 2606.469971
	Iteration 0F: 2 clusters Score -4793582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -4768665.000000 Penalty: 5212.939941
	Iteration 0F: 3 clusters Score -4768665 nChanged 16715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -4777860.500000 Penalty: 5212.939941
	Iteration 1F: 3 clusters Score -4777860 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4778511.500000 Penalty: 5212.939941
	Iteration 2Q: 3 clusters Score -4778512 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -4779214.000000 Penalty: 5212.939941
	Iteration 3Q: 3 clusters Score -4779214 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -4780025.500000 Penalty: 5212.939941
	Iteration 4Q: 3 clusters Score -4780026 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -4780869.000000 Penalty: 5212.939941
	Iteration 5Q: 3 clusters Score -4780869 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -4781864.000000 Penalty: 5212.939941
	Iteration 6F: 3 clusters Score -4781864 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -4782910.500000 Penalty: 5212.939941
	Iteration 7F: 3 clusters Score -4782910 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -4784063.000000 Penalty: 5212.939941
	Iteration 8F: 3 clusters Score -4784063 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -4785246.500000 Penalty: 5212.939941
	Iteration 9F: 3 clusters Score -4785246 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -4786495.500000 Penalty: 5212.939941
	Iteration 10Q: 3 clusters Score -4786496 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -4787584.000000 Penalty: 5212.939941
	Iteration 11Q: 3 clusters Score -4787584 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -4788580.000000 Penalty: 5212.939941
	Iteration 12Q: 3 clusters Score -4788580 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -4789436.500000 Penalty: 5212.939941
	Iteration 13Q: 3 clusters Score -4789436 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -4790123.000000 Penalty: 5212.939941
	Iteration 14Q: 3 clusters Score -4790123 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -4790718.000000 Penalty: 5212.939941
	Iteration 15Q: 3 clusters Score -4790718 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -4791084.000000 Penalty: 5212.939941
	Iteration 16Q: 3 clusters Score -4791084 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -4791286.500000 Penalty: 5212.939941
	Iteration 17Q: 3 clusters Score -4791286 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -4791428.500000 Penalty: 5212.939941
	Iteration 18Q: 3 clusters Score -4791428 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -4791476.500000 Penalty: 5212.939941
	Iteration 19Q: 3 clusters Score -4791476 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -4791522.500000 Penalty: 5212.939941
	Iteration 20F: 3 clusters Score -4791522 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -4791532.000000 Penalty: 5212.939941
	Iteration 21Q: 3 clusters Score -4791532 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -4791539.500000 Penalty: 5212.939941
	Iteration 22Q: 3 clusters Score -4791540 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -4791540.000000 Penalty: 5212.939941
	Iteration 23Q: 3 clusters Score -4791540 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -4791553.500000 Penalty: 5212.939941
	Iteration 24Q: 3 clusters Score -4791554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -4791563.000000 Penalty: 5212.939941
	Iteration 25Q: 3 clusters Score -4791563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -4791571.500000 Penalty: 5212.939941
	Iteration 26Q: 3 clusters Score -4791572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -4791573.000000 Penalty: 5212.939941
	Iteration 27Q: 3 clusters Score -4791573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -4791575.000000 Penalty: 5212.939941
	Iteration 28Q: 3 clusters Score -4791575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -4791570.500000 Penalty: 5212.939941
	Iteration 29Q: 3 clusters Score -4791570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -4791572.000000 Penalty: 5212.939941
	Iteration 30Q: 3 clusters Score -4791572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -4791576.500000 Penalty: 5212.939941
	Iteration 31Q: 3 clusters Score -4791576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -4791577.000000 Penalty: 5212.939941
	Iteration 32Q: 3 clusters Score -4791577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -4791582.000000 Penalty: 5212.939941
	Iteration 33Q: 3 clusters Score -4791582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -4791580.000000 Penalty: 5212.939941
	Iteration 34Q: 3 clusters Score -4791580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -4791580.000000 Penalty: 5212.939941
	Iteration 35Q: 3 clusters Score -4791580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -4791581.000000 Penalty: 5212.939941
	Iteration 36Q: 3 clusters Score -4791581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -4791577.500000 Penalty: 5212.939941
	Iteration 37Q: 3 clusters Score -4791578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -4791580.000000 Penalty: 5212.939941
	Iteration 38Q: 3 clusters Score -4791580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -4791576.500000 Penalty: 5212.939941
	Iteration 39Q: 3 clusters Score -4791576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -4791576.000000 Penalty: 5212.939941
	Iteration 40F: 3 clusters Score -4791576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -4791581.000000 Penalty: 5212.939941
	Iteration 41Q: 3 clusters Score -4791581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -4791573.000000 Penalty: 5212.939941
	Iteration 42Q: 3 clusters Score -4791573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -4791574.000000 Penalty: 5212.939941
	Iteration 43Q: 3 clusters Score -4791574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -4791574.000000 Penalty: 5212.939941
	Iteration 44Q: 3 clusters Score -4791574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -4791575.000000 Penalty: 5212.939941
	Iteration 45Q: 3 clusters Score -4791575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -4791575.000000 Penalty: 5212.939941
	Iteration 46F: 3 clusters Score -4791575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Entering Unmasked Estep 
Score: -1709370.750000 Penalty: 2350.011719
	Iteration 0F: 2 clusters Score -1709371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1699689.875000 Penalty: 4700.023438
	Iteration 0F: 3 clusters Score -1699690 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1702687.375000 Penalty: 4700.023438
	Iteration 1F: 3 clusters Score -1702687 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1702986.000000 Penalty: 4700.023438
	Iteration 2F: 3 clusters Score -1702986 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1703241.375000 Penalty: 4700.023438
	Iteration 3Q: 3 clusters Score -1703241 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1703460.000000 Penalty: 4700.023438
	Iteration 4Q: 3 clusters Score -1703460 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1703696.500000 Penalty: 4700.023438
	Iteration 5Q: 3 clusters Score -1703696 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1703924.625000 Penalty: 4700.023438
	Iteration 6Q: 3 clusters Score -1703925 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1704178.750000 Penalty: 4700.023438
	Iteration 7Q: 3 clusters Score -1704179 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1704448.750000 Penalty: 4700.023438
	Iteration 8Q: 3 clusters Score -1704449 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1704737.125000 Penalty: 4700.023438
	Iteration 9Q: 3 clusters Score -1704737 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1704980.375000 Penalty: 4700.023438
	Iteration 10Q: 3 clusters Score -1704980 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1705191.250000 Penalty: 4700.023438
	Iteration 11Q: 3 clusters Score -1705191 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1705390.750000 Penalty: 4700.023438
	Iteration 12Q: 3 clusters Score -1705391 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1705570.500000 Penalty: 4700.023438
	Iteration 13Q: 3 clusters Score -1705570 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1705731.875000 Penalty: 4700.023438
	Iteration 14Q: 3 clusters Score -1705732 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1705889.625000 Penalty: 4700.023438
	Iteration 15Q: 3 clusters Score -1705890 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1706041.125000 Penalty: 4700.023438
	Iteration 16Q: 3 clusters Score -1706041 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1706188.625000 Penalty: 4700.023438
	Iteration 17Q: 3 clusters Score -1706189 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1706356.250000 Penalty: 4700.023438
	Iteration 18Q: 3 clusters Score -1706356 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1706538.750000 Penalty: 4700.023438
	Iteration 19Q: 3 clusters Score -1706539 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1706693.750000 Penalty: 4700.023438
	Iteration 20F: 3 clusters Score -1706694 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1706813.750000 Penalty: 4700.023438
	Iteration 21Q: 3 clusters Score -1706814 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1706912.125000 Penalty: 4700.023438
	Iteration 22Q: 3 clusters Score -1706912 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1706997.000000 Penalty: 4700.023438
	Iteration 23Q: 3 clusters Score -1706997 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1707062.000000 Penalty: 4700.023438
	Iteration 24Q: 3 clusters Score -1707062 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1707123.250000 Penalty: 4700.023438
	Iteration 25Q: 3 clusters Score -1707123 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1707172.250000 Penalty: 4700.023438
	Iteration 26Q: 3 clusters Score -1707172 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1707217.375000 Penalty: 4700.023438
	Iteration 27Q: 3 clusters Score -1707217 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1707247.000000 Penalty: 4700.023438
	Iteration 28Q: 3 clusters Score -1707247 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1707268.000000 Penalty: 4700.023438
	Iteration 29Q: 3 clusters Score -1707268 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1707279.875000 Penalty: 4700.023438
	Iteration 30Q: 3 clusters Score -1707280 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1707296.625000 Penalty: 4700.023438
	Iteration 31Q: 3 clusters Score -1707297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1707310.375000 Penalty: 4700.023438
	Iteration 32Q: 3 clusters Score -1707310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1707325.125000 Penalty: 4700.023438
	Iteration 33Q: 3 clusters Score -1707325 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1707330.750000 Penalty: 4700.023438
	Iteration 34Q: 3 clusters Score -1707331 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1707347.125000 Penalty: 4700.023438
	Iteration 35Q: 3 clusters Score -1707347 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1707363.500000 Penalty: 4700.023438
	Iteration 36Q: 3 clusters Score -1707364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1707367.375000 Penalty: 4700.023438
	Iteration 37Q: 3 clusters Score -1707367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1707380.500000 Penalty: 4700.023438
	Iteration 38Q: 3 clusters Score -1707380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1707388.875000 Penalty: 4700.023438
	Iteration 39Q: 3 clusters Score -1707389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1707388.000000 Penalty: 4700.023438
	Iteration 40F: 3 clusters Score -1707388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1707388.375000 Penalty: 4700.023438
	Iteration 41Q: 3 clusters Score -1707388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1707392.750000 Penalty: 4700.023438
	Iteration 42Q: 3 clusters Score -1707393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1707397.875000 Penalty: 4700.023438
	Iteration 43Q: 3 clusters Score -1707398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1707400.250000 Penalty: 4700.023438
	Iteration 44Q: 3 clusters Score -1707400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1707404.875000 Penalty: 4700.023438
	Iteration 45Q: 3 clusters Score -1707405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1707406.750000 Penalty: 4700.023438
	Iteration 46Q: 3 clusters Score -1707407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1707404.375000 Penalty: 4700.023438
	Iteration 47Q: 3 clusters Score -1707404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1707404.750000 Penalty: 4700.023438
	Iteration 48Q: 3 clusters Score -1707405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1707408.875000 Penalty: 4700.023438
	Iteration 49Q: 3 clusters Score -1707409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1707412.875000 Penalty: 4700.023438
	Iteration 50Q: 3 clusters Score -1707413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1707421.375000 Penalty: 4700.023438
	Iteration 51Q: 3 clusters Score -1707421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1707422.125000 Penalty: 4700.023438
	Iteration 52Q: 3 clusters Score -1707422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1707423.625000 Penalty: 4700.023438
	Iteration 53Q: 3 clusters Score -1707424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1707424.000000 Penalty: 4700.023438
	Iteration 54Q: 3 clusters Score -1707424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1707424.000000 Penalty: 4700.023438
	Iteration 55F: 3 clusters Score -1707424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -58544.960938 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -58544.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57051.875000 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -57051.88 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -57192.027344 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -57192.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57214.324219 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -57214.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57227.292969 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -57227.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57241.000000 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -57241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57246.488281 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -57246.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57249.546875 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -57249.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57252.480469 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -57252.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -57257.988281 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -57257.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57260.941406 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -57260.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57263.699219 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -57263.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57265.609375 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -57265.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -57267.457031 Penalty: 3064.260254
	Iteration 12Q: 3 clusters Score -57267.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -57267.457031 Penalty: 3064.260254
	Iteration 13F: 3 clusters Score -57267.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Entering Unmasked Estep 
Score: -5574981.500000 Penalty: 2651.827881
	Iteration 0F: 2 clusters Score -5574982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -5545044.000000 Penalty: 5303.655762
	Iteration 0F: 3 clusters Score -5545044 nChanged 20188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -5556327.500000 Penalty: 5303.655762
	Iteration 1F: 3 clusters Score -5556328 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -5556910.500000 Penalty: 5303.655762
	Iteration 2Q: 3 clusters Score -5556910 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -5557515.000000 Penalty: 5303.655762
	Iteration 3Q: 3 clusters Score -5557515 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -5558201.500000 Penalty: 5303.655762
	Iteration 4Q: 3 clusters Score -5558202 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -5559029.000000 Penalty: 5303.655762
	Iteration 5Q: 3 clusters Score -5559029 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -5560136.500000 Penalty: 5303.655762
	Iteration 6F: 3 clusters Score -5560136 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -5561372.000000 Penalty: 5303.655762
	Iteration 7F: 3 clusters Score -5561372 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -5562760.000000 Penalty: 5303.655762
	Iteration 8F: 3 clusters Score -5562760 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -5564141.500000 Penalty: 5303.655762
	Iteration 9F: 3 clusters Score -5564142 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -5565629.500000 Penalty: 5303.655762
	Iteration 10F: 3 clusters Score -5565630 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -5567360.500000 Penalty: 5303.655762
	Iteration 11Q: 3 clusters Score -5567360 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -5569144.500000 Penalty: 5303.655762
	Iteration 12Q: 3 clusters Score -5569144 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -5570549.500000 Penalty: 5303.655762
	Iteration 13Q: 3 clusters Score -5570550 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -5571458.500000 Penalty: 5303.655762
	Iteration 14Q: 3 clusters Score -5571458 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -5571832.000000 Penalty: 5303.655762
	Iteration 15Q: 3 clusters Score -5571832 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -5572033.000000 Penalty: 5303.655762
	Iteration 16Q: 3 clusters Score -5572033 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -5572137.500000 Penalty: 5303.655762
	Iteration 17Q: 3 clusters Score -5572138 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -5572240.000000 Penalty: 5303.655762
	Iteration 18Q: 3 clusters Score -5572240 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -5572269.500000 Penalty: 5303.655762
	Iteration 19Q: 3 clusters Score -5572270 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -5572330.500000 Penalty: 5303.655762
	Iteration 20F: 3 clusters Score -5572330 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -5572386.500000 Penalty: 5303.655762
	Iteration 21Q: 3 clusters Score -5572386 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -5572409.000000 Penalty: 5303.655762
	Iteration 22Q: 3 clusters Score -5572409 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -5572422.500000 Penalty: 5303.655762
	Iteration 23Q: 3 clusters Score -5572422 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -5572447.500000 Penalty: 5303.655762
	Iteration 24Q: 3 clusters Score -5572448 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -5572473.500000 Penalty: 5303.655762
	Iteration 25Q: 3 clusters Score -5572474 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -5572473.000000 Penalty: 5303.655762
	Iteration 26Q: 3 clusters Score -5572473 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -5572480.000000 Penalty: 5303.655762
	Iteration 27Q: 3 clusters Score -5572480 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -5572496.500000 Penalty: 5303.655762
	Iteration 28Q: 3 clusters Score -5572496 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -5572506.000000 Penalty: 5303.655762
	Iteration 29Q: 3 clusters Score -5572506 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -5572499.000000 Penalty: 5303.655762
	Iteration 30Q: 3 clusters Score -5572499 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -5572520.000000 Penalty: 5303.655762
	Iteration 31Q: 3 clusters Score -5572520 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -5572530.000000 Penalty: 5303.655762
	Iteration 32Q: 3 clusters Score -5572530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -5572546.500000 Penalty: 5303.655762
	Iteration 33Q: 3 clusters Score -5572546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -5572555.500000 Penalty: 5303.655762
	Iteration 34Q: 3 clusters Score -5572556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -5572561.000000 Penalty: 5303.655762
	Iteration 35Q: 3 clusters Score -5572561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -5572565.500000 Penalty: 5303.655762
	Iteration 36Q: 3 clusters Score -5572566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -5572567.500000 Penalty: 5303.655762
	Iteration 37Q: 3 clusters Score -5572568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -5572565.000000 Penalty: 5303.655762
	Iteration 38Q: 3 clusters Score -5572565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -5572568.500000 Penalty: 5303.655762
	Iteration 39Q: 3 clusters Score -5572568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -5572569.500000 Penalty: 5303.655762
	Iteration 40F: 3 clusters Score -5572570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -5572562.500000 Penalty: 5303.655762
	Iteration 41Q: 3 clusters Score -5572562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -5572557.500000 Penalty: 5303.655762
	Iteration 42Q: 3 clusters Score -5572558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -5572563.000000 Penalty: 5303.655762
	Iteration 43Q: 3 clusters Score -5572563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -5572566.500000 Penalty: 5303.655762
	Iteration 44Q: 3 clusters Score -5572566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -5572564.000000 Penalty: 5303.655762
	Iteration 45Q: 3 clusters Score -5572564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -5572566.000000 Penalty: 5303.655762
	Iteration 46Q: 3 clusters Score -5572566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -5572568.500000 Penalty: 5303.655762
	Iteration 47Q: 3 clusters Score -5572568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -5572572.000000 Penalty: 5303.655762
	Iteration 48Q: 3 clusters Score -5572572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -5572576.000000 Penalty: 5303.655762
	Iteration 49Q: 3 clusters Score -5572576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -5572576.000000 Penalty: 5303.655762
	Iteration 50Q: 3 clusters Score -5572576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -5572579.500000 Penalty: 5303.655762
	Iteration 51Q: 3 clusters Score -5572580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -5572578.000000 Penalty: 5303.655762
	Iteration 52Q: 3 clusters Score -5572578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -5572582.500000 Penalty: 5303.655762
	Iteration 53Q: 3 clusters Score -5572582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -5572588.500000 Penalty: 5303.655762
	Iteration 54Q: 3 clusters Score -5572588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -5572580.500000 Penalty: 5303.655762
	Iteration 55Q: 3 clusters Score -5572580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -5572582.000000 Penalty: 5303.655762
	Iteration 56Q: 3 clusters Score -5572582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -5572596.500000 Penalty: 5303.655762
	Iteration 57Q: 3 clusters Score -5572596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -5572595.500000 Penalty: 5303.655762
	Iteration 58Q: 3 clusters Score -5572596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -5572598.500000 Penalty: 5303.655762
	Iteration 59Q: 3 clusters Score -5572598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -5572594.000000 Penalty: 5303.655762
	Iteration 60F: 3 clusters Score -5572594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -5572592.500000 Penalty: 5303.655762
	Iteration 61Q: 3 clusters Score -5572592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -5572591.000000 Penalty: 5303.655762
	Iteration 62Q: 3 clusters Score -5572591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -5572590.000000 Penalty: 5303.655762
	Iteration 63Q: 3 clusters Score -5572590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -5572595.500000 Penalty: 5303.655762
	Iteration 64Q: 3 clusters Score -5572596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -5572601.000000 Penalty: 5303.655762
	Iteration 65Q: 3 clusters Score -5572601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -5572608.000000 Penalty: 5303.655762
	Iteration 66Q: 3 clusters Score -5572608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -5572602.000000 Penalty: 5303.655762
	Iteration 67Q: 3 clusters Score -5572602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -5572610.000000 Penalty: 5303.655762
	Iteration 68Q: 3 clusters Score -5572610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -5572606.500000 Penalty: 5303.655762
	Iteration 69Q: 3 clusters Score -5572606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -5572608.000000 Penalty: 5303.655762
	Iteration 70Q: 3 clusters Score -5572608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -5572606.000000 Penalty: 5303.655762
	Iteration 71Q: 3 clusters Score -5572606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -5572607.000000 Penalty: 5303.655762
	Iteration 72Q: 3 clusters Score -5572607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -5572606.500000 Penalty: 5303.655762
	Iteration 73Q: 3 clusters Score -5572606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -5572608.500000 Penalty: 5303.655762
	Iteration 74Q: 3 clusters Score -5572608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -5572607.000000 Penalty: 5303.655762
	Iteration 75Q: 3 clusters Score -5572607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -5572602.000000 Penalty: 5303.655762
	Iteration 76Q: 3 clusters Score -5572602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -5572602.000000 Penalty: 5303.655762
	Iteration 77F: 3 clusters Score -5572602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -103913.218750 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -103913.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102025.789062 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -102025.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -102420.859375 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -102420.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -102714.710938 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -102714.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -103096.398438 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -103096.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103289.648438 Penalty: 3385.966553
	Iteration 4F: 3 clusters Score -103289.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -103408.382812 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -103408.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -103480.781250 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -103480.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103530.453125 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -103530.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103591.945312 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -103591.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -103624.039062 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -103624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -103638.164062 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -103638.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -103656.640625 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -103656.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -103696.632812 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -103696.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -103761.429688 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -103761.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -103797.570312 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -103797.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -103813.414062 Penalty: 3385.966553
	Iteration 15Q: 3 clusters Score -103813.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -103820.757812 Penalty: 3385.966553
	Iteration 16Q: 3 clusters Score -103820.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -103829.023438 Penalty: 3385.966553
	Iteration 17Q: 3 clusters Score -103829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -103856.140625 Penalty: 3385.966553
	Iteration 18Q: 3 clusters Score -103856.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -103951.070312 Penalty: 3385.966553
	Iteration 19Q: 3 clusters Score -103951.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -104168.304688 Penalty: 3385.966553
	Iteration 20F: 3 clusters Score -104168.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -104412.867188 Penalty: 3385.966553
	Iteration 21Q: 3 clusters Score -104412.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -104426.296875 Penalty: 3385.966553
	Iteration 22Q: 3 clusters Score -104426.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -104444.703125 Penalty: 3385.966553
	Iteration 23Q: 3 clusters Score -104444.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -104459.609375 Penalty: 3385.966553
	Iteration 24Q: 3 clusters Score -104459.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -104468.968750 Penalty: 3385.966553
	Iteration 25Q: 3 clusters Score -104469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -104475.218750 Penalty: 3385.966553
	Iteration 26Q: 3 clusters Score -104475.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -104475.218750 Penalty: 3385.966553
	Iteration 27F: 3 clusters Score -104475.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 14471 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 161411 members 
Mstep: Class 5 contains 274556 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54561 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 12 contains 11095 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36679 members 
Mstep: Class 15 contains 13041 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44040 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 13696 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12416 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 402 members 
Entering Unmasked Estep 
Score: -90827704.000000 Penalty: 90278.039062
Splitting cluster 18 changes total score from -90828760.000000 to -90827704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (13283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Entering Unmasked Estep 
Score: -1758958.000000 Penalty: 2354.571777
	Iteration 0F: 2 clusters Score -1758958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1749217.500000 Penalty: 4709.143555
	Iteration 0F: 3 clusters Score -1749218 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1752167.625000 Penalty: 4709.143555
	Iteration 1F: 3 clusters Score -1752168 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1752461.875000 Penalty: 4709.143555
	Iteration 2F: 3 clusters Score -1752462 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1752671.000000 Penalty: 4709.143555
	Iteration 3Q: 3 clusters Score -1752671 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1752828.500000 Penalty: 4709.143555
	Iteration 4Q: 3 clusters Score -1752828 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1752963.250000 Penalty: 4709.143555
	Iteration 5Q: 3 clusters Score -1752963 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1753107.625000 Penalty: 4709.143555
	Iteration 6Q: 3 clusters Score -1753108 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1753293.625000 Penalty: 4709.143555
	Iteration 7Q: 3 clusters Score -1753294 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1753517.125000 Penalty: 4709.143555
	Iteration 8Q: 3 clusters Score -1753517 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1753782.250000 Penalty: 4709.143555
	Iteration 9Q: 3 clusters Score -1753782 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1754138.625000 Penalty: 4709.143555
	Iteration 10Q: 3 clusters Score -1754139 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1754566.250000 Penalty: 4709.143555
	Iteration 11Q: 3 clusters Score -1754566 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1755042.375000 Penalty: 4709.143555
	Iteration 12Q: 3 clusters Score -1755042 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1755506.750000 Penalty: 4709.143555
	Iteration 13Q: 3 clusters Score -1755507 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1755914.125000 Penalty: 4709.143555
	Iteration 14Q: 3 clusters Score -1755914 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1756233.625000 Penalty: 4709.143555
	Iteration 15Q: 3 clusters Score -1756234 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1756455.750000 Penalty: 4709.143555
	Iteration 16Q: 3 clusters Score -1756456 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1756577.750000 Penalty: 4709.143555
	Iteration 17Q: 3 clusters Score -1756578 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1756679.625000 Penalty: 4709.143555
	Iteration 18Q: 3 clusters Score -1756680 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1756732.750000 Penalty: 4709.143555
	Iteration 19Q: 3 clusters Score -1756733 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1756795.250000 Penalty: 4709.143555
	Iteration 20F: 3 clusters Score -1756795 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1756826.500000 Penalty: 4709.143555
	Iteration 21Q: 3 clusters Score -1756826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1756847.875000 Penalty: 4709.143555
	Iteration 22Q: 3 clusters Score -1756848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1756874.750000 Penalty: 4709.143555
	Iteration 23Q: 3 clusters Score -1756875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1756894.500000 Penalty: 4709.143555
	Iteration 24Q: 3 clusters Score -1756894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1756907.750000 Penalty: 4709.143555
	Iteration 25Q: 3 clusters Score -1756908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1756919.375000 Penalty: 4709.143555
	Iteration 26Q: 3 clusters Score -1756919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1756930.000000 Penalty: 4709.143555
	Iteration 27Q: 3 clusters Score -1756930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1756933.750000 Penalty: 4709.143555
	Iteration 28Q: 3 clusters Score -1756934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1756935.500000 Penalty: 4709.143555
	Iteration 29Q: 3 clusters Score -1756936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1756936.000000 Penalty: 4709.143555
	Iteration 30Q: 3 clusters Score -1756936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1756936.000000 Penalty: 4709.143555
	Iteration 31F: 3 clusters Score -1756936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Entering Unmasked Estep 
Score: -1500318.750000 Penalty: 2339.741943
	Iteration 0F: 2 clusters Score -1500319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1491049.125000 Penalty: 4679.483887
	Iteration 0F: 3 clusters Score -1491049 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1493929.000000 Penalty: 4679.483887
	Iteration 1F: 3 clusters Score -1493929 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1494262.625000 Penalty: 4679.483887
	Iteration 2F: 3 clusters Score -1494263 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1494528.000000 Penalty: 4679.483887
	Iteration 3F: 3 clusters Score -1494528 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1494763.375000 Penalty: 4679.483887
	Iteration 4Q: 3 clusters Score -1494763 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1494967.000000 Penalty: 4679.483887
	Iteration 5Q: 3 clusters Score -1494967 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1495157.375000 Penalty: 4679.483887
	Iteration 6Q: 3 clusters Score -1495157 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1495352.125000 Penalty: 4679.483887
	Iteration 7Q: 3 clusters Score -1495352 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1495532.375000 Penalty: 4679.483887
	Iteration 8Q: 3 clusters Score -1495532 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1495688.000000 Penalty: 4679.483887
	Iteration 9Q: 3 clusters Score -1495688 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1495857.875000 Penalty: 4679.483887
	Iteration 10Q: 3 clusters Score -1495858 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1496081.250000 Penalty: 4679.483887
	Iteration 11Q: 3 clusters Score -1496081 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1496339.750000 Penalty: 4679.483887
	Iteration 12Q: 3 clusters Score -1496340 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1496633.875000 Penalty: 4679.483887
	Iteration 13Q: 3 clusters Score -1496634 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1496936.625000 Penalty: 4679.483887
	Iteration 14Q: 3 clusters Score -1496937 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1497223.875000 Penalty: 4679.483887
	Iteration 15Q: 3 clusters Score -1497224 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1497444.875000 Penalty: 4679.483887
	Iteration 16Q: 3 clusters Score -1497445 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1497629.250000 Penalty: 4679.483887
	Iteration 17Q: 3 clusters Score -1497629 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1497780.250000 Penalty: 4679.483887
	Iteration 18Q: 3 clusters Score -1497780 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1497906.250000 Penalty: 4679.483887
	Iteration 19Q: 3 clusters Score -1497906 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1498010.625000 Penalty: 4679.483887
	Iteration 20F: 3 clusters Score -1498011 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1498108.500000 Penalty: 4679.483887
	Iteration 21Q: 3 clusters Score -1498108 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1498180.875000 Penalty: 4679.483887
	Iteration 22Q: 3 clusters Score -1498181 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1498226.125000 Penalty: 4679.483887
	Iteration 23Q: 3 clusters Score -1498226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -1498245.125000 Penalty: 4679.483887
	Iteration 24Q: 3 clusters Score -1498245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1498266.125000 Penalty: 4679.483887
	Iteration 25Q: 3 clusters Score -1498266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1498288.125000 Penalty: 4679.483887
	Iteration 26Q: 3 clusters Score -1498288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1498296.875000 Penalty: 4679.483887
	Iteration 27Q: 3 clusters Score -1498297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1498306.750000 Penalty: 4679.483887
	Iteration 28Q: 3 clusters Score -1498307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1498311.875000 Penalty: 4679.483887
	Iteration 29Q: 3 clusters Score -1498312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1498317.625000 Penalty: 4679.483887
	Iteration 30Q: 3 clusters Score -1498318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1498320.000000 Penalty: 4679.483887
	Iteration 31Q: 3 clusters Score -1498320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1498323.125000 Penalty: 4679.483887
	Iteration 32Q: 3 clusters Score -1498323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1498329.625000 Penalty: 4679.483887
	Iteration 33Q: 3 clusters Score -1498330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1498336.000000 Penalty: 4679.483887
	Iteration 34Q: 3 clusters Score -1498336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1498339.875000 Penalty: 4679.483887
	Iteration 35Q: 3 clusters Score -1498340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1498340.375000 Penalty: 4679.483887
	Iteration 36Q: 3 clusters Score -1498340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1498343.375000 Penalty: 4679.483887
	Iteration 37Q: 3 clusters Score -1498343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1498342.375000 Penalty: 4679.483887
	Iteration 38Q: 3 clusters Score -1498342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1498344.000000 Penalty: 4679.483887
	Iteration 39Q: 3 clusters Score -1498344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1498345.875000 Penalty: 4679.483887
	Iteration 40F: 3 clusters Score -1498346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1498349.250000 Penalty: 4679.483887
	Iteration 41Q: 3 clusters Score -1498349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1498353.500000 Penalty: 4679.483887
	Iteration 42Q: 3 clusters Score -1498354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1498352.875000 Penalty: 4679.483887
	Iteration 43Q: 3 clusters Score -1498353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1498355.125000 Penalty: 4679.483887
	Iteration 44Q: 3 clusters Score -1498355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1498355.125000 Penalty: 4679.483887
	Iteration 45Q: 3 clusters Score -1498355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1498355.125000 Penalty: 4679.483887
	Iteration 46F: 3 clusters Score -1498355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Entering Unmasked Estep 
Score: -1761618.375000 Penalty: 2362.165039
	Iteration 0F: 2 clusters Score -1761618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1751660.125000 Penalty: 4724.330078
	Iteration 0F: 3 clusters Score -1751660 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1754633.625000 Penalty: 4724.330078
	Iteration 1F: 3 clusters Score -1754634 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1754946.500000 Penalty: 4724.330078
	Iteration 2F: 3 clusters Score -1754946 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1755182.500000 Penalty: 4724.330078
	Iteration 3Q: 3 clusters Score -1755182 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1755447.375000 Penalty: 4724.330078
	Iteration 4Q: 3 clusters Score -1755447 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1755728.875000 Penalty: 4724.330078
	Iteration 5Q: 3 clusters Score -1755729 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1756094.000000 Penalty: 4724.330078
	Iteration 6Q: 3 clusters Score -1756094 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1756527.250000 Penalty: 4724.330078
	Iteration 7F: 3 clusters Score -1756527 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1757073.750000 Penalty: 4724.330078
	Iteration 8F: 3 clusters Score -1757074 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1757705.625000 Penalty: 4724.330078
	Iteration 9F: 3 clusters Score -1757706 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1758277.000000 Penalty: 4724.330078
	Iteration 10Q: 3 clusters Score -1758277 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1758695.375000 Penalty: 4724.330078
	Iteration 11Q: 3 clusters Score -1758695 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1759004.375000 Penalty: 4724.330078
	Iteration 12Q: 3 clusters Score -1759004 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1759207.375000 Penalty: 4724.330078
	Iteration 13Q: 3 clusters Score -1759207 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1759373.625000 Penalty: 4724.330078
	Iteration 14Q: 3 clusters Score -1759374 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1759480.375000 Penalty: 4724.330078
	Iteration 15Q: 3 clusters Score -1759480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1759533.000000 Penalty: 4724.330078
	Iteration 16Q: 3 clusters Score -1759533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1759574.375000 Penalty: 4724.330078
	Iteration 17Q: 3 clusters Score -1759574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1759594.250000 Penalty: 4724.330078
	Iteration 18Q: 3 clusters Score -1759594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1759619.875000 Penalty: 4724.330078
	Iteration 19Q: 3 clusters Score -1759620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1759628.625000 Penalty: 4724.330078
	Iteration 20F: 3 clusters Score -1759629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1759638.625000 Penalty: 4724.330078
	Iteration 21Q: 3 clusters Score -1759639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1759651.250000 Penalty: 4724.330078
	Iteration 22Q: 3 clusters Score -1759651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1759661.625000 Penalty: 4724.330078
	Iteration 23Q: 3 clusters Score -1759662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1759665.750000 Penalty: 4724.330078
	Iteration 24Q: 3 clusters Score -1759666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1759670.000000 Penalty: 4724.330078
	Iteration 25Q: 3 clusters Score -1759670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1759669.625000 Penalty: 4724.330078
	Iteration 26Q: 3 clusters Score -1759670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1759674.250000 Penalty: 4724.330078
	Iteration 27Q: 3 clusters Score -1759674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1759681.125000 Penalty: 4724.330078
	Iteration 28Q: 3 clusters Score -1759681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1759681.375000 Penalty: 4724.330078
	Iteration 29Q: 3 clusters Score -1759681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1759681.875000 Penalty: 4724.330078
	Iteration 30Q: 3 clusters Score -1759682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1759684.250000 Penalty: 4724.330078
	Iteration 31Q: 3 clusters Score -1759684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1759686.500000 Penalty: 4724.330078
	Iteration 32Q: 3 clusters Score -1759686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1759686.875000 Penalty: 4724.330078
	Iteration 33Q: 3 clusters Score -1759687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1759691.625000 Penalty: 4724.330078
	Iteration 34Q: 3 clusters Score -1759692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1759693.625000 Penalty: 4724.330078
	Iteration 35Q: 3 clusters Score -1759694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1759693.625000 Penalty: 4724.330078
	Iteration 36F: 3 clusters Score -1759694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -43961.332031 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43961.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42576.972656 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -42576.97 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42828.464844 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -42828.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42955.449219 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -42955.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43045.800781 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -43045.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43174.257812 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -43174.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43298.703125 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -43298.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43331.355469 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -43331.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43348.160156 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -43348.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43372.378906 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -43372.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43462.605469 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -43462.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43612.843750 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -43612.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43657.589844 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -43657.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43686.257812 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -43686.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43729.941406 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -43729.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43797.734375 Penalty: 2993.598877
	Iteration 14Q: 3 clusters Score -43797.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43883.050781 Penalty: 2993.598877
	Iteration 15Q: 3 clusters Score -43883.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43916.816406 Penalty: 2993.598877
	Iteration 16Q: 3 clusters Score -43916.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43995.417969 Penalty: 2993.598877
	Iteration 17Q: 3 clusters Score -43995.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44147.187500 Penalty: 2993.598877
	Iteration 18Q: 3 clusters Score -44147.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44159.429688 Penalty: 2993.598877
	Iteration 19Q: 3 clusters Score -44159.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44159.429688 Penalty: 2993.598877
	Iteration 20F: 3 clusters Score -44159.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 14471 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 161411 members 
Mstep: Class 5 contains 274556 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54561 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 12 contains 11095 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36679 members 
Mstep: Class 15 contains 13041 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44040 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 13696 members 
Mstep: Class 22 contains 177 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12416 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
Score: -90827144.000000 Penalty: 90278.039062
Splitting cluster 22 changes total score from -90828760.000000 to -90827144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (5710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Entering Unmasked Estep 
Score: -715937.625000 Penalty: 2145.193604
	Iteration 0F: 2 clusters Score -715937.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -710941.312500 Penalty: 4290.387207
	Iteration 0F: 3 clusters Score -710941.3 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -712276.125000 Penalty: 4290.387207
	Iteration 1F: 3 clusters Score -712276.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -712571.687500 Penalty: 4290.387207
	Iteration 2F: 3 clusters Score -712571.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -712811.750000 Penalty: 4290.387207
	Iteration 3F: 3 clusters Score -712811.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -713062.250000 Penalty: 4290.387207
	Iteration 4F: 3 clusters Score -713062.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -713296.500000 Penalty: 4290.387207
	Iteration 5Q: 3 clusters Score -713296.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -713491.312500 Penalty: 4290.387207
	Iteration 6Q: 3 clusters Score -713491.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -713639.312500 Penalty: 4290.387207
	Iteration 7Q: 3 clusters Score -713639.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -713759.687500 Penalty: 4290.387207
	Iteration 8Q: 3 clusters Score -713759.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -713857.062500 Penalty: 4290.387207
	Iteration 9Q: 3 clusters Score -713857.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -713944.750000 Penalty: 4290.387207
	Iteration 10Q: 3 clusters Score -713944.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -714021.312500 Penalty: 4290.387207
	Iteration 11Q: 3 clusters Score -714021.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -714102.000000 Penalty: 4290.387207
	Iteration 12Q: 3 clusters Score -714102 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -714188.000000 Penalty: 4290.387207
	Iteration 13Q: 3 clusters Score -714188 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -714264.500000 Penalty: 4290.387207
	Iteration 14Q: 3 clusters Score -714264.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -714330.250000 Penalty: 4290.387207
	Iteration 15Q: 3 clusters Score -714330.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -714385.500000 Penalty: 4290.387207
	Iteration 16Q: 3 clusters Score -714385.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -714430.687500 Penalty: 4290.387207
	Iteration 17Q: 3 clusters Score -714430.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -714467.062500 Penalty: 4290.387207
	Iteration 18Q: 3 clusters Score -714467.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -714494.812500 Penalty: 4290.387207
	Iteration 19Q: 3 clusters Score -714494.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -714518.375000 Penalty: 4290.387207
	Iteration 20F: 3 clusters Score -714518.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -714536.875000 Penalty: 4290.387207
	Iteration 21Q: 3 clusters Score -714536.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -714554.062500 Penalty: 4290.387207
	Iteration 22Q: 3 clusters Score -714554.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -714564.125000 Penalty: 4290.387207
	Iteration 23Q: 3 clusters Score -714564.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -714573.812500 Penalty: 4290.387207
	Iteration 24Q: 3 clusters Score -714573.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -714586.687500 Penalty: 4290.387207
	Iteration 25Q: 3 clusters Score -714586.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -714601.937500 Penalty: 4290.387207
	Iteration 26Q: 3 clusters Score -714601.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -714611.875000 Penalty: 4290.387207
	Iteration 27Q: 3 clusters Score -714611.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -714619.250000 Penalty: 4290.387207
	Iteration 28Q: 3 clusters Score -714619.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -714628.750000 Penalty: 4290.387207
	Iteration 29Q: 3 clusters Score -714628.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -714636.000000 Penalty: 4290.387207
	Iteration 30Q: 3 clusters Score -714636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -714645.062500 Penalty: 4290.387207
	Iteration 31Q: 3 clusters Score -714645.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -714647.375000 Penalty: 4290.387207
	Iteration 32Q: 3 clusters Score -714647.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -714650.875000 Penalty: 4290.387207
	Iteration 33Q: 3 clusters Score -714650.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -714653.500000 Penalty: 4290.387207
	Iteration 34Q: 3 clusters Score -714653.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -714657.125000 Penalty: 4290.387207
	Iteration 35Q: 3 clusters Score -714657.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -714661.687500 Penalty: 4290.387207
	Iteration 36Q: 3 clusters Score -714661.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -714666.500000 Penalty: 4290.387207
	Iteration 37Q: 3 clusters Score -714666.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -714671.062500 Penalty: 4290.387207
	Iteration 38Q: 3 clusters Score -714671.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -714675.125000 Penalty: 4290.387207
	Iteration 39Q: 3 clusters Score -714675.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -714678.500000 Penalty: 4290.387207
	Iteration 40F: 3 clusters Score -714678.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -714680.750000 Penalty: 4290.387207
	Iteration 41Q: 3 clusters Score -714680.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -714681.500000 Penalty: 4290.387207
	Iteration 42Q: 3 clusters Score -714681.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -714681.875000 Penalty: 4290.387207
	Iteration 43Q: 3 clusters Score -714681.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -714684.562500 Penalty: 4290.387207
	Iteration 44Q: 3 clusters Score -714684.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -714688.750000 Penalty: 4290.387207
	Iteration 45Q: 3 clusters Score -714688.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -714690.687500 Penalty: 4290.387207
	Iteration 46Q: 3 clusters Score -714690.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -714693.812500 Penalty: 4290.387207
	Iteration 47Q: 3 clusters Score -714693.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -714697.687500 Penalty: 4290.387207
	Iteration 48Q: 3 clusters Score -714697.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -714698.125000 Penalty: 4290.387207
	Iteration 49Q: 3 clusters Score -714698.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -714698.437500 Penalty: 4290.387207
	Iteration 50Q: 3 clusters Score -714698.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -714698.437500 Penalty: 4290.387207
	Iteration 51F: 3 clusters Score -714698.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Entering Unmasked Estep 
Score: -1595769.750000 Penalty: 2337.832031
	Iteration 0F: 2 clusters Score -1595770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1586602.750000 Penalty: 4675.664062
	Iteration 0F: 3 clusters Score -1586603 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1589324.500000 Penalty: 4675.664062
	Iteration 1F: 3 clusters Score -1589324 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1589666.625000 Penalty: 4675.664062
	Iteration 2F: 3 clusters Score -1589667 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1589925.750000 Penalty: 4675.664062
	Iteration 3F: 3 clusters Score -1589926 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1590121.125000 Penalty: 4675.664062
	Iteration 4Q: 3 clusters Score -1590121 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1590280.625000 Penalty: 4675.664062
	Iteration 5Q: 3 clusters Score -1590281 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1590439.375000 Penalty: 4675.664062
	Iteration 6Q: 3 clusters Score -1590439 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1590573.625000 Penalty: 4675.664062
	Iteration 7Q: 3 clusters Score -1590574 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1590691.125000 Penalty: 4675.664062
	Iteration 8Q: 3 clusters Score -1590691 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1590801.500000 Penalty: 4675.664062
	Iteration 9Q: 3 clusters Score -1590802 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1590909.125000 Penalty: 4675.664062
	Iteration 10Q: 3 clusters Score -1590909 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1591018.500000 Penalty: 4675.664062
	Iteration 11Q: 3 clusters Score -1591018 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1591118.875000 Penalty: 4675.664062
	Iteration 12Q: 3 clusters Score -1591119 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1591221.500000 Penalty: 4675.664062
	Iteration 13Q: 3 clusters Score -1591222 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1591354.375000 Penalty: 4675.664062
	Iteration 14Q: 3 clusters Score -1591354 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1591492.125000 Penalty: 4675.664062
	Iteration 15Q: 3 clusters Score -1591492 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1591646.375000 Penalty: 4675.664062
	Iteration 16Q: 3 clusters Score -1591646 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1591796.875000 Penalty: 4675.664062
	Iteration 17Q: 3 clusters Score -1591797 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1591928.500000 Penalty: 4675.664062
	Iteration 18Q: 3 clusters Score -1591928 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1592047.375000 Penalty: 4675.664062
	Iteration 19Q: 3 clusters Score -1592047 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1592141.375000 Penalty: 4675.664062
	Iteration 20F: 3 clusters Score -1592141 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1592224.625000 Penalty: 4675.664062
	Iteration 21Q: 3 clusters Score -1592225 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1592289.000000 Penalty: 4675.664062
	Iteration 22Q: 3 clusters Score -1592289 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1592349.250000 Penalty: 4675.664062
	Iteration 23Q: 3 clusters Score -1592349 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1592411.750000 Penalty: 4675.664062
	Iteration 24Q: 3 clusters Score -1592412 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1592483.625000 Penalty: 4675.664062
	Iteration 25Q: 3 clusters Score -1592484 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1592555.875000 Penalty: 4675.664062
	Iteration 26Q: 3 clusters Score -1592556 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1592615.250000 Penalty: 4675.664062
	Iteration 27Q: 3 clusters Score -1592615 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1592680.625000 Penalty: 4675.664062
	Iteration 28Q: 3 clusters Score -1592681 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1592741.750000 Penalty: 4675.664062
	Iteration 29Q: 3 clusters Score -1592742 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1592806.125000 Penalty: 4675.664062
	Iteration 30Q: 3 clusters Score -1592806 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1592864.000000 Penalty: 4675.664062
	Iteration 31Q: 3 clusters Score -1592864 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1592908.125000 Penalty: 4675.664062
	Iteration 32Q: 3 clusters Score -1592908 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1592937.500000 Penalty: 4675.664062
	Iteration 33Q: 3 clusters Score -1592938 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1592968.625000 Penalty: 4675.664062
	Iteration 34Q: 3 clusters Score -1592969 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1593012.750000 Penalty: 4675.664062
	Iteration 35Q: 3 clusters Score -1593013 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1593045.750000 Penalty: 4675.664062
	Iteration 36Q: 3 clusters Score -1593046 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1593078.875000 Penalty: 4675.664062
	Iteration 37Q: 3 clusters Score -1593079 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1593108.000000 Penalty: 4675.664062
	Iteration 38Q: 3 clusters Score -1593108 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1593136.250000 Penalty: 4675.664062
	Iteration 39Q: 3 clusters Score -1593136 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1593160.750000 Penalty: 4675.664062
	Iteration 40F: 3 clusters Score -1593161 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1593173.125000 Penalty: 4675.664062
	Iteration 41Q: 3 clusters Score -1593173 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1593185.125000 Penalty: 4675.664062
	Iteration 42Q: 3 clusters Score -1593185 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1593197.750000 Penalty: 4675.664062
	Iteration 43Q: 3 clusters Score -1593198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1593209.875000 Penalty: 4675.664062
	Iteration 44Q: 3 clusters Score -1593210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1593218.625000 Penalty: 4675.664062
	Iteration 45Q: 3 clusters Score -1593219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1593218.875000 Penalty: 4675.664062
	Iteration 46Q: 3 clusters Score -1593219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1593220.500000 Penalty: 4675.664062
	Iteration 47Q: 3 clusters Score -1593220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1593222.750000 Penalty: 4675.664062
	Iteration 48Q: 3 clusters Score -1593223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1593229.750000 Penalty: 4675.664062
	Iteration 49Q: 3 clusters Score -1593230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1593230.875000 Penalty: 4675.664062
	Iteration 50Q: 3 clusters Score -1593231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1593231.875000 Penalty: 4675.664062
	Iteration 51Q: 3 clusters Score -1593232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1593232.750000 Penalty: 4675.664062
	Iteration 52Q: 3 clusters Score -1593233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1593235.125000 Penalty: 4675.664062
	Iteration 53Q: 3 clusters Score -1593235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1593235.875000 Penalty: 4675.664062
	Iteration 54Q: 3 clusters Score -1593236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1593237.750000 Penalty: 4675.664062
	Iteration 55Q: 3 clusters Score -1593238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1593243.250000 Penalty: 4675.664062
	Iteration 56Q: 3 clusters Score -1593243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1593242.625000 Penalty: 4675.664062
	Iteration 57Q: 3 clusters Score -1593243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1593242.375000 Penalty: 4675.664062
	Iteration 58Q: 3 clusters Score -1593242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1593244.750000 Penalty: 4675.664062
	Iteration 59Q: 3 clusters Score -1593245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1593244.000000 Penalty: 4675.664062
	Iteration 60F: 3 clusters Score -1593244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1593246.750000 Penalty: 4675.664062
	Iteration 61Q: 3 clusters Score -1593247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1593246.625000 Penalty: 4675.664062
	Iteration 62Q: 3 clusters Score -1593247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1593246.250000 Penalty: 4675.664062
	Iteration 63Q: 3 clusters Score -1593246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1593243.250000 Penalty: 4675.664062
	Iteration 64Q: 3 clusters Score -1593243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1593249.625000 Penalty: 4675.664062
	Iteration 65Q: 3 clusters Score -1593250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1593251.375000 Penalty: 4675.664062
	Iteration 66Q: 3 clusters Score -1593251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1593251.250000 Penalty: 4675.664062
	Iteration 67Q: 3 clusters Score -1593251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1593254.375000 Penalty: 4675.664062
	Iteration 68Q: 3 clusters Score -1593254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1593254.500000 Penalty: 4675.664062
	Iteration 69Q: 3 clusters Score -1593254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1593253.125000 Penalty: 4675.664062
	Iteration 70Q: 3 clusters Score -1593253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1593254.500000 Penalty: 4675.664062
	Iteration 71Q: 3 clusters Score -1593254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1593257.000000 Penalty: 4675.664062
	Iteration 72Q: 3 clusters Score -1593257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1593261.000000 Penalty: 4675.664062
	Iteration 73Q: 3 clusters Score -1593261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1593267.250000 Penalty: 4675.664062
	Iteration 74Q: 3 clusters Score -1593267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1593270.000000 Penalty: 4675.664062
	Iteration 75Q: 3 clusters Score -1593270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1593277.500000 Penalty: 4675.664062
	Iteration 76Q: 3 clusters Score -1593278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1593281.625000 Penalty: 4675.664062
	Iteration 77Q: 3 clusters Score -1593282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1593290.375000 Penalty: 4675.664062
	Iteration 78Q: 3 clusters Score -1593290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1593294.625000 Penalty: 4675.664062
	Iteration 79Q: 3 clusters Score -1593295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1593296.125000 Penalty: 4675.664062
	Iteration 80F: 3 clusters Score -1593296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1593303.625000 Penalty: 4675.664062
	Iteration 81Q: 3 clusters Score -1593304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1593306.375000 Penalty: 4675.664062
	Iteration 82Q: 3 clusters Score -1593306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1593310.125000 Penalty: 4675.664062
	Iteration 83Q: 3 clusters Score -1593310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1593315.125000 Penalty: 4675.664062
	Iteration 84Q: 3 clusters Score -1593315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1593319.875000 Penalty: 4675.664062
	Iteration 85Q: 3 clusters Score -1593320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1593323.125000 Penalty: 4675.664062
	Iteration 86Q: 3 clusters Score -1593323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1593323.875000 Penalty: 4675.664062
	Iteration 87Q: 3 clusters Score -1593324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1593327.125000 Penalty: 4675.664062
	Iteration 88Q: 3 clusters Score -1593327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1593325.750000 Penalty: 4675.664062
	Iteration 89Q: 3 clusters Score -1593326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1593331.000000 Penalty: 4675.664062
	Iteration 90Q: 3 clusters Score -1593331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1593330.875000 Penalty: 4675.664062
	Iteration 91Q: 3 clusters Score -1593331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1593332.500000 Penalty: 4675.664062
	Iteration 92Q: 3 clusters Score -1593332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1593335.250000 Penalty: 4675.664062
	Iteration 93Q: 3 clusters Score -1593335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1593342.000000 Penalty: 4675.664062
	Iteration 94Q: 3 clusters Score -1593342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1593346.625000 Penalty: 4675.664062
	Iteration 95Q: 3 clusters Score -1593347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1593347.250000 Penalty: 4675.664062
	Iteration 96Q: 3 clusters Score -1593347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1593350.875000 Penalty: 4675.664062
	Iteration 97Q: 3 clusters Score -1593351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1593355.375000 Penalty: 4675.664062
	Iteration 98Q: 3 clusters Score -1593355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1593356.000000 Penalty: 4675.664062
	Iteration 99Q: 3 clusters Score -1593356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1593364.125000 Penalty: 4675.664062
	Iteration 100F: 3 clusters Score -1593364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1593364.500000 Penalty: 4675.664062
	Iteration 101Q: 3 clusters Score -1593364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1593372.750000 Penalty: 4675.664062
	Iteration 102Q: 3 clusters Score -1593373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1593372.125000 Penalty: 4675.664062
	Iteration 103Q: 3 clusters Score -1593372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1593376.000000 Penalty: 4675.664062
	Iteration 104Q: 3 clusters Score -1593376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1593377.125000 Penalty: 4675.664062
	Iteration 105Q: 3 clusters Score -1593377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1593379.625000 Penalty: 4675.664062
	Iteration 106Q: 3 clusters Score -1593380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1593379.250000 Penalty: 4675.664062
	Iteration 107Q: 3 clusters Score -1593379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1593382.500000 Penalty: 4675.664062
	Iteration 108Q: 3 clusters Score -1593382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1593389.375000 Penalty: 4675.664062
	Iteration 109Q: 3 clusters Score -1593389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1593393.125000 Penalty: 4675.664062
	Iteration 110Q: 3 clusters Score -1593393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1593392.750000 Penalty: 4675.664062
	Iteration 111Q: 3 clusters Score -1593393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1593389.000000 Penalty: 4675.664062
	Iteration 112Q: 3 clusters Score -1593389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1593391.875000 Penalty: 4675.664062
	Iteration 113Q: 3 clusters Score -1593392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1593393.375000 Penalty: 4675.664062
	Iteration 114Q: 3 clusters Score -1593393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1593398.750000 Penalty: 4675.664062
	Iteration 115Q: 3 clusters Score -1593399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1593401.250000 Penalty: 4675.664062
	Iteration 116Q: 3 clusters Score -1593401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1593401.125000 Penalty: 4675.664062
	Iteration 117Q: 3 clusters Score -1593401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1593404.250000 Penalty: 4675.664062
	Iteration 118Q: 3 clusters Score -1593404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1593405.875000 Penalty: 4675.664062
	Iteration 119Q: 3 clusters Score -1593406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1593405.250000 Penalty: 4675.664062
	Iteration 120F: 3 clusters Score -1593405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1593409.000000 Penalty: 4675.664062
	Iteration 121Q: 3 clusters Score -1593409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1593409.500000 Penalty: 4675.664062
	Iteration 122Q: 3 clusters Score -1593410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1593408.250000 Penalty: 4675.664062
	Iteration 123Q: 3 clusters Score -1593408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1593411.500000 Penalty: 4675.664062
	Iteration 124Q: 3 clusters Score -1593412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1593413.875000 Penalty: 4675.664062
	Iteration 125Q: 3 clusters Score -1593414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1593415.875000 Penalty: 4675.664062
	Iteration 126Q: 3 clusters Score -1593416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1593417.250000 Penalty: 4675.664062
	Iteration 127Q: 3 clusters Score -1593417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1593421.500000 Penalty: 4675.664062
	Iteration 128Q: 3 clusters Score -1593422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1593426.625000 Penalty: 4675.664062
	Iteration 129Q: 3 clusters Score -1593427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1593430.625000 Penalty: 4675.664062
	Iteration 130Q: 3 clusters Score -1593431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1593431.375000 Penalty: 4675.664062
	Iteration 131Q: 3 clusters Score -1593431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1593436.000000 Penalty: 4675.664062
	Iteration 132Q: 3 clusters Score -1593436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1593441.875000 Penalty: 4675.664062
	Iteration 133Q: 3 clusters Score -1593442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1593443.500000 Penalty: 4675.664062
	Iteration 134Q: 3 clusters Score -1593444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1593446.000000 Penalty: 4675.664062
	Iteration 135Q: 3 clusters Score -1593446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1593450.500000 Penalty: 4675.664062
	Iteration 136Q: 3 clusters Score -1593450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1593458.375000 Penalty: 4675.664062
	Iteration 137Q: 3 clusters Score -1593458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1593457.750000 Penalty: 4675.664062
	Iteration 138Q: 3 clusters Score -1593458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1593460.500000 Penalty: 4675.664062
	Iteration 139Q: 3 clusters Score -1593460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1593459.750000 Penalty: 4675.664062
	Iteration 140F: 3 clusters Score -1593460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1593461.875000 Penalty: 4675.664062
	Iteration 141Q: 3 clusters Score -1593462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1593468.125000 Penalty: 4675.664062
	Iteration 142Q: 3 clusters Score -1593468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1593471.750000 Penalty: 4675.664062
	Iteration 143Q: 3 clusters Score -1593472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1593474.250000 Penalty: 4675.664062
	Iteration 144Q: 3 clusters Score -1593474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1593481.375000 Penalty: 4675.664062
	Iteration 145Q: 3 clusters Score -1593481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1593487.625000 Penalty: 4675.664062
	Iteration 146Q: 3 clusters Score -1593488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1593486.000000 Penalty: 4675.664062
	Iteration 147Q: 3 clusters Score -1593486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1593488.375000 Penalty: 4675.664062
	Iteration 148Q: 3 clusters Score -1593488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1593485.500000 Penalty: 4675.664062
	Iteration 149Q: 3 clusters Score -1593486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1593487.500000 Penalty: 4675.664062
	Iteration 150Q: 3 clusters Score -1593488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1593490.625000 Penalty: 4675.664062
	Iteration 151Q: 3 clusters Score -1593491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1593489.375000 Penalty: 4675.664062
	Iteration 152Q: 3 clusters Score -1593489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1593489.375000 Penalty: 4675.664062
	Iteration 153F: 3 clusters Score -1593489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -47200.082031 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -47200.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45742.535156 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -45742.54 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46117.730469 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -46117.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46456.382812 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -46456.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46717.714844 Penalty: 3040.009033
	Iteration 3F: 3 clusters Score -46717.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46838.152344 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -46838.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46915.472656 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -46915.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46975.484375 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -46975.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47050.027344 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -47050.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -47160.625000 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -47160.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47188.609375 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -47188.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -47208.058594 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -47208.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47246.410156 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -47246.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -47276.285156 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -47276.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47291.109375 Penalty: 3040.009033
	Iteration 13Q: 3 clusters Score -47291.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47291.109375 Penalty: 3040.009033
	Iteration 14F: 3 clusters Score -47291.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 14471 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 161411 members 
Mstep: Class 5 contains 274556 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54561 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 12 contains 11095 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36679 members 
Mstep: Class 15 contains 13041 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44040 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 13696 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12416 members 
Mstep: Class 25 contains 158 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 301 members 
Entering Unmasked Estep 
Score: -90827040.000000 Penalty: 90278.039062
Splitting cluster 25 changes total score from -90828760.000000 to -90827040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -81654.742188 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -81654.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -79895.835938 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -79895.84 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80211.125000 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -80211.12 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80343.804688 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -80343.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80385.195312 Penalty: 3327.209717
	Iteration 3Q: 3 clusters Score -80385.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80419.046875 Penalty: 3327.209717
	Iteration 4Q: 3 clusters Score -80419.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80449.695312 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -80449.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -80473.171875 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -80473.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80506.843750 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -80506.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -80566.445312 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -80566.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -80601.515625 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -80601.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -80629.148438 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -80629.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80652.117188 Penalty: 3327.209717
	Iteration 11Q: 3 clusters Score -80652.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80670.984375 Penalty: 3327.209717
	Iteration 12Q: 3 clusters Score -80670.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80700.000000 Penalty: 3327.209717
	Iteration 13Q: 3 clusters Score -80700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -80716.867188 Penalty: 3327.209717
	Iteration 14Q: 3 clusters Score -80716.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80758.203125 Penalty: 3327.209717
	Iteration 15Q: 3 clusters Score -80758.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80781.929688 Penalty: 3327.209717
	Iteration 16Q: 3 clusters Score -80781.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80794.984375 Penalty: 3327.209717
	Iteration 17Q: 3 clusters Score -80794.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80804.039062 Penalty: 3327.209717
	Iteration 18Q: 3 clusters Score -80804.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -80807.046875 Penalty: 3327.209717
	Iteration 19Q: 3 clusters Score -80807.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -80811.859375 Penalty: 3327.209717
	Iteration 20F: 3 clusters Score -80811.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -80815.390625 Penalty: 3327.209717
	Iteration 21Q: 3 clusters Score -80815.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -80819.304688 Penalty: 3327.209717
	Iteration 22Q: 3 clusters Score -80819.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -80825.320312 Penalty: 3327.209717
	Iteration 23Q: 3 clusters Score -80825.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -80825.320312 Penalty: 3327.209717
	Iteration 24F: 3 clusters Score -80825.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 14471 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 161411 members 
Mstep: Class 5 contains 274556 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54561 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 12 contains 11095 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36679 members 
Mstep: Class 15 contains 13041 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44040 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 13696 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12416 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828792.000000 Penalty: 86934.414062
Iteration 399Q: 27 clusters Score -9.082879e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 14475 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161411 members 
Mstep: Class 5 contains 274550 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54562 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 12 contains 11095 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36681 members 
Mstep: Class 15 contains 13048 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44028 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12514 members 
Mstep: Class 21 contains 13696 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828768.000000 Penalty: 86934.414062
Iteration 400F: 27 clusters Score -9.082877e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 14476 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161412 members 
Mstep: Class 5 contains 274552 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54562 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 12 contains 11095 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36681 members 
Mstep: Class 15 contains 13050 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44020 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12513 members 
Mstep: Class 21 contains 13697 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12415 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828816.000000 Penalty: 86934.414062
Iteration 401Q: 27 clusters Score -9.082882e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 14475 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161408 members 
Mstep: Class 5 contains 274556 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54562 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 12 contains 11095 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36680 members 
Mstep: Class 15 contains 13051 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44018 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 13697 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12415 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828800.000000 Penalty: 86934.414062
Iteration 402Q: 27 clusters Score -9.08288e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 14476 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161404 members 
Mstep: Class 5 contains 274563 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54560 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 12 contains 11095 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36681 members 
Mstep: Class 15 contains 13053 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44013 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 13696 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12415 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828872.000000 Penalty: 86934.414062
Iteration 403Q: 27 clusters Score -9.082887e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161401 members 
Mstep: Class 5 contains 274564 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54560 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 12 contains 11094 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36681 members 
Mstep: Class 15 contains 13056 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44012 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 13694 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12415 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828848.000000 Penalty: 86934.414062
Iteration 404Q: 27 clusters Score -9.082885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161397 members 
Mstep: Class 5 contains 274566 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54560 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 12 contains 11094 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36681 members 
Mstep: Class 15 contains 13060 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44010 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 13694 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12415 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828864.000000 Penalty: 86934.414062
Iteration 405Q: 27 clusters Score -9.082886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161391 members 
Mstep: Class 5 contains 274573 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54560 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 12 contains 11094 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36681 members 
Mstep: Class 15 contains 13061 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44007 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12512 members 
Mstep: Class 21 contains 13694 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12415 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828824.000000 Penalty: 86934.414062
Iteration 406Q: 27 clusters Score -9.082882e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161389 members 
Mstep: Class 5 contains 274577 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54560 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 11094 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36681 members 
Mstep: Class 15 contains 13063 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 44000 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12511 members 
Mstep: Class 21 contains 13694 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12415 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828792.000000 Penalty: 86934.414062
Iteration 407Q: 27 clusters Score -9.082879e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161384 members 
Mstep: Class 5 contains 274583 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54559 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 11094 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36680 members 
Mstep: Class 15 contains 13067 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43990 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12509 members 
Mstep: Class 21 contains 13694 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12416 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828824.000000 Penalty: 86934.414062
Iteration 408Q: 27 clusters Score -9.082882e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161377 members 
Mstep: Class 5 contains 274588 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54557 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 11094 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36680 members 
Mstep: Class 15 contains 13071 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43984 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12509 members 
Mstep: Class 21 contains 13694 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12416 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828776.000000 Penalty: 86934.414062
Iteration 409Q: 27 clusters Score -9.082878e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161377 members 
Mstep: Class 5 contains 274586 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 11094 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36681 members 
Mstep: Class 15 contains 13076 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43982 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12510 members 
Mstep: Class 21 contains 13693 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12415 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828776.000000 Penalty: 86934.414062
Iteration 410Q: 27 clusters Score -9.082878e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 14480 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161373 members 
Mstep: Class 5 contains 274588 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 11094 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36680 members 
Mstep: Class 15 contains 13078 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43980 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12511 members 
Mstep: Class 21 contains 13692 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828712.000000 Penalty: 86934.414062
Iteration 411Q: 27 clusters Score -9.082871e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 14481 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161368 members 
Mstep: Class 5 contains 274592 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 11094 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36679 members 
Mstep: Class 15 contains 13081 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43977 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12511 members 
Mstep: Class 21 contains 13692 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828680.000000 Penalty: 86934.414062
Iteration 412Q: 27 clusters Score -9.082868e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 14482 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161360 members 
Mstep: Class 5 contains 274598 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 11094 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36679 members 
Mstep: Class 15 contains 13084 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43974 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12511 members 
Mstep: Class 21 contains 13692 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828672.000000 Penalty: 86934.414062
Iteration 413Q: 27 clusters Score -9.082867e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 14482 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161358 members 
Mstep: Class 5 contains 274596 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 11095 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36682 members 
Mstep: Class 15 contains 13087 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43966 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13283 members 
Mstep: Class 20 contains 12511 members 
Mstep: Class 21 contains 13692 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828680.000000 Penalty: 86934.414062
Iteration 414Q: 27 clusters Score -9.082868e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 14481 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161358 members 
Mstep: Class 5 contains 274590 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 11096 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36679 members 
Mstep: Class 15 contains 13091 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43966 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12510 members 
Mstep: Class 21 contains 13692 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828656.000000 Penalty: 86934.414062
Iteration 415Q: 27 clusters Score -9.082866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 14481 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161354 members 
Mstep: Class 5 contains 274594 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 11096 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36677 members 
Mstep: Class 15 contains 13092 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43963 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12511 members 
Mstep: Class 21 contains 13692 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828672.000000 Penalty: 86934.414062
Iteration 416Q: 27 clusters Score -9.082867e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 14480 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161345 members 
Mstep: Class 5 contains 274606 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2312 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 11096 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36675 members 
Mstep: Class 15 contains 13092 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43960 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12511 members 
Mstep: Class 21 contains 13690 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828712.000000 Penalty: 86934.414062
Iteration 417Q: 27 clusters Score -9.082871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161341 members 
Mstep: Class 5 contains 274609 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2312 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 11096 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36675 members 
Mstep: Class 15 contains 13094 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43959 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12511 members 
Mstep: Class 21 contains 13689 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828728.000000 Penalty: 86934.414062
Iteration 418Q: 27 clusters Score -9.082873e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161336 members 
Mstep: Class 5 contains 274612 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2312 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 11096 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36675 members 
Mstep: Class 15 contains 13094 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43958 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12511 members 
Mstep: Class 21 contains 13687 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828752.000000 Penalty: 86934.414062
Iteration 419Q: 27 clusters Score -9.082875e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161335 members 
Mstep: Class 5 contains 274613 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2312 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 11096 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36676 members 
Mstep: Class 15 contains 13094 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43957 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12511 members 
Mstep: Class 21 contains 13686 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828776.000000 Penalty: 86934.414062
Iteration 420F: 27 clusters Score -9.082878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161335 members 
Mstep: Class 5 contains 274612 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2312 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 11096 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36677 members 
Mstep: Class 15 contains 13094 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43957 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12510 members 
Mstep: Class 21 contains 13685 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828744.000000 Penalty: 86934.414062
Iteration 421Q: 27 clusters Score -9.082874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161337 members 
Mstep: Class 5 contains 274610 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2312 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 11096 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36677 members 
Mstep: Class 15 contains 13094 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43955 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12510 members 
Mstep: Class 21 contains 13685 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828720.000000 Penalty: 86934.414062
Iteration 422Q: 27 clusters Score -9.082872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161340 members 
Mstep: Class 5 contains 274607 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2312 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 11096 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36677 members 
Mstep: Class 15 contains 13094 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43954 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12510 members 
Mstep: Class 21 contains 13685 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828736.000000 Penalty: 86934.414062
Iteration 423Q: 27 clusters Score -9.082874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161342 members 
Mstep: Class 5 contains 274605 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2312 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 11096 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36677 members 
Mstep: Class 15 contains 13095 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43951 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12510 members 
Mstep: Class 21 contains 13685 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828728.000000 Penalty: 86934.414062
Iteration 424Q: 27 clusters Score -9.082873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161340 members 
Mstep: Class 5 contains 274608 members 
Mstep: Class 6 contains 13376 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2312 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11096 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36677 members 
Mstep: Class 15 contains 13096 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43948 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12510 members 
Mstep: Class 21 contains 13684 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828760.000000 Penalty: 86934.414062
Iteration 425Q: 27 clusters Score -9.082876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161340 members 
Mstep: Class 5 contains 274605 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2312 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11096 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36677 members 
Mstep: Class 15 contains 13100 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43942 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12510 members 
Mstep: Class 21 contains 13683 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828776.000000 Penalty: 86934.414062
Iteration 426Q: 27 clusters Score -9.082878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161341 members 
Mstep: Class 5 contains 274604 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11096 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36677 members 
Mstep: Class 15 contains 13103 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43939 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12509 members 
Mstep: Class 21 contains 13680 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12414 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828720.000000 Penalty: 86934.414062
Iteration 427Q: 27 clusters Score -9.082872e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161341 members 
Mstep: Class 5 contains 274605 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11096 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36677 members 
Mstep: Class 15 contains 13106 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43934 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12509 members 
Mstep: Class 21 contains 13678 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12413 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828760.000000 Penalty: 86934.414062
Iteration 428Q: 27 clusters Score -9.082876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161341 members 
Mstep: Class 5 contains 274605 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11096 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36678 members 
Mstep: Class 15 contains 13107 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43930 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12511 members 
Mstep: Class 21 contains 13678 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12411 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828688.000000 Penalty: 86934.414062
Iteration 429Q: 27 clusters Score -9.082869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161340 members 
Mstep: Class 5 contains 274607 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11096 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36679 members 
Mstep: Class 15 contains 13108 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43925 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12513 members 
Mstep: Class 21 contains 13678 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828688.000000 Penalty: 86934.414062
Iteration 430Q: 27 clusters Score -9.082869e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161341 members 
Mstep: Class 5 contains 274606 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11096 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36681 members 
Mstep: Class 15 contains 13108 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43920 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12513 members 
Mstep: Class 21 contains 13677 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828712.000000 Penalty: 86934.414062
Iteration 431Q: 27 clusters Score -9.082871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161341 members 
Mstep: Class 5 contains 274607 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11096 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36682 members 
Mstep: Class 15 contains 13108 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43917 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12513 members 
Mstep: Class 21 contains 13675 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828680.000000 Penalty: 86934.414062
Iteration 432Q: 27 clusters Score -9.082868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161341 members 
Mstep: Class 5 contains 274604 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11097 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36683 members 
Mstep: Class 15 contains 13111 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43913 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12513 members 
Mstep: Class 21 contains 13673 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828600.000000 Penalty: 86934.414062
Iteration 433Q: 27 clusters Score -9.08286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161339 members 
Mstep: Class 5 contains 274605 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11097 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36684 members 
Mstep: Class 15 contains 13111 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43912 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12514 members 
Mstep: Class 21 contains 13671 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828616.000000 Penalty: 86934.414062
Iteration 434Q: 27 clusters Score -9.082862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161342 members 
Mstep: Class 5 contains 274601 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11097 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36683 members 
Mstep: Class 15 contains 13113 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43913 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12514 members 
Mstep: Class 21 contains 13672 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828568.000000 Penalty: 86934.414062
Iteration 435Q: 27 clusters Score -9.082857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161341 members 
Mstep: Class 5 contains 274604 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11097 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36684 members 
Mstep: Class 15 contains 13113 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43910 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12514 members 
Mstep: Class 21 contains 13671 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828576.000000 Penalty: 86934.414062
Iteration 436Q: 27 clusters Score -9.082858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161340 members 
Mstep: Class 5 contains 274601 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54556 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36685 members 
Mstep: Class 15 contains 13113 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43913 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12513 members 
Mstep: Class 21 contains 13670 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828552.000000 Penalty: 86934.414062
Iteration 437Q: 27 clusters Score -9.082855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161340 members 
Mstep: Class 5 contains 274602 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54555 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36686 members 
Mstep: Class 15 contains 13113 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43913 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12513 members 
Mstep: Class 21 contains 13667 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828600.000000 Penalty: 86934.414062
Iteration 438Q: 27 clusters Score -9.08286e+07 nChanged 12
Entering ConstructFrom: 
Score: -90828600.000000 Penalty: 86934.414062
Entering ConstructFrom: 
Trying to split cluster 1 (10637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Entering Unmasked Estep 
Score: -1251236.875000 Penalty: 2299.479248
	Iteration 0F: 2 clusters Score -1251237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1243189.000000 Penalty: 4598.958496
	Iteration 0F: 3 clusters Score -1243189 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1245778.500000 Penalty: 4598.958496
	Iteration 1F: 3 clusters Score -1245778 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1246272.250000 Penalty: 4598.958496
	Iteration 2F: 3 clusters Score -1246272 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1246629.000000 Penalty: 4598.958496
	Iteration 3F: 3 clusters Score -1246629 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1246861.250000 Penalty: 4598.958496
	Iteration 4Q: 3 clusters Score -1246861 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1247037.625000 Penalty: 4598.958496
	Iteration 5Q: 3 clusters Score -1247038 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1247202.875000 Penalty: 4598.958496
	Iteration 6Q: 3 clusters Score -1247203 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1247342.500000 Penalty: 4598.958496
	Iteration 7Q: 3 clusters Score -1247342 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1247451.250000 Penalty: 4598.958496
	Iteration 8Q: 3 clusters Score -1247451 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1247554.375000 Penalty: 4598.958496
	Iteration 9Q: 3 clusters Score -1247554 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1247648.500000 Penalty: 4598.958496
	Iteration 10Q: 3 clusters Score -1247648 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1247745.250000 Penalty: 4598.958496
	Iteration 11Q: 3 clusters Score -1247745 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1247850.625000 Penalty: 4598.958496
	Iteration 12Q: 3 clusters Score -1247851 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1247934.250000 Penalty: 4598.958496
	Iteration 13Q: 3 clusters Score -1247934 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1248013.875000 Penalty: 4598.958496
	Iteration 14Q: 3 clusters Score -1248014 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1248080.125000 Penalty: 4598.958496
	Iteration 15Q: 3 clusters Score -1248080 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1248141.500000 Penalty: 4598.958496
	Iteration 16Q: 3 clusters Score -1248142 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1248208.375000 Penalty: 4598.958496
	Iteration 17Q: 3 clusters Score -1248208 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1248277.125000 Penalty: 4598.958496
	Iteration 18Q: 3 clusters Score -1248277 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1248338.500000 Penalty: 4598.958496
	Iteration 19Q: 3 clusters Score -1248338 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1248383.375000 Penalty: 4598.958496
	Iteration 20F: 3 clusters Score -1248383 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1248417.250000 Penalty: 4598.958496
	Iteration 21Q: 3 clusters Score -1248417 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1248449.750000 Penalty: 4598.958496
	Iteration 22Q: 3 clusters Score -1248450 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1248477.375000 Penalty: 4598.958496
	Iteration 23Q: 3 clusters Score -1248477 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1248506.000000 Penalty: 4598.958496
	Iteration 24Q: 3 clusters Score -1248506 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1248536.750000 Penalty: 4598.958496
	Iteration 25Q: 3 clusters Score -1248537 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1248567.750000 Penalty: 4598.958496
	Iteration 26Q: 3 clusters Score -1248568 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1248592.375000 Penalty: 4598.958496
	Iteration 27Q: 3 clusters Score -1248592 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1248612.000000 Penalty: 4598.958496
	Iteration 28Q: 3 clusters Score -1248612 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1248630.750000 Penalty: 4598.958496
	Iteration 29Q: 3 clusters Score -1248631 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1248644.625000 Penalty: 4598.958496
	Iteration 30Q: 3 clusters Score -1248645 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1248661.500000 Penalty: 4598.958496
	Iteration 31Q: 3 clusters Score -1248662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1248671.250000 Penalty: 4598.958496
	Iteration 32Q: 3 clusters Score -1248671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1248679.250000 Penalty: 4598.958496
	Iteration 33Q: 3 clusters Score -1248679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1248681.000000 Penalty: 4598.958496
	Iteration 34Q: 3 clusters Score -1248681 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1248688.875000 Penalty: 4598.958496
	Iteration 35Q: 3 clusters Score -1248689 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1248699.750000 Penalty: 4598.958496
	Iteration 36Q: 3 clusters Score -1248700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1248706.500000 Penalty: 4598.958496
	Iteration 37Q: 3 clusters Score -1248706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1248707.000000 Penalty: 4598.958496
	Iteration 38Q: 3 clusters Score -1248707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1248712.250000 Penalty: 4598.958496
	Iteration 39Q: 3 clusters Score -1248712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1248715.375000 Penalty: 4598.958496
	Iteration 40F: 3 clusters Score -1248715 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1248722.500000 Penalty: 4598.958496
	Iteration 41Q: 3 clusters Score -1248722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1248726.375000 Penalty: 4598.958496
	Iteration 42Q: 3 clusters Score -1248726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1248730.375000 Penalty: 4598.958496
	Iteration 43Q: 3 clusters Score -1248730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1248734.375000 Penalty: 4598.958496
	Iteration 44Q: 3 clusters Score -1248734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1248739.250000 Penalty: 4598.958496
	Iteration 45Q: 3 clusters Score -1248739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1248745.625000 Penalty: 4598.958496
	Iteration 46Q: 3 clusters Score -1248746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1248751.375000 Penalty: 4598.958496
	Iteration 47Q: 3 clusters Score -1248751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1248750.875000 Penalty: 4598.958496
	Iteration 48Q: 3 clusters Score -1248751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1248759.125000 Penalty: 4598.958496
	Iteration 49Q: 3 clusters Score -1248759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1248763.750000 Penalty: 4598.958496
	Iteration 50Q: 3 clusters Score -1248764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1248764.375000 Penalty: 4598.958496
	Iteration 51Q: 3 clusters Score -1248764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1248766.750000 Penalty: 4598.958496
	Iteration 52Q: 3 clusters Score -1248767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1248771.500000 Penalty: 4598.958496
	Iteration 53Q: 3 clusters Score -1248772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1248769.875000 Penalty: 4598.958496
	Iteration 54Q: 3 clusters Score -1248770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1248774.250000 Penalty: 4598.958496
	Iteration 55Q: 3 clusters Score -1248774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1248773.000000 Penalty: 4598.958496
	Iteration 56Q: 3 clusters Score -1248773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1248775.250000 Penalty: 4598.958496
	Iteration 57Q: 3 clusters Score -1248775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1248779.000000 Penalty: 4598.958496
	Iteration 58Q: 3 clusters Score -1248779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1248781.000000 Penalty: 4598.958496
	Iteration 59Q: 3 clusters Score -1248781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1248783.625000 Penalty: 4598.958496
	Iteration 60F: 3 clusters Score -1248784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1248786.125000 Penalty: 4598.958496
	Iteration 61Q: 3 clusters Score -1248786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1248785.875000 Penalty: 4598.958496
	Iteration 62Q: 3 clusters Score -1248786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1248787.000000 Penalty: 4598.958496
	Iteration 63Q: 3 clusters Score -1248787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1248788.500000 Penalty: 4598.958496
	Iteration 64Q: 3 clusters Score -1248788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1248789.250000 Penalty: 4598.958496
	Iteration 65Q: 3 clusters Score -1248789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1248789.750000 Penalty: 4598.958496
	Iteration 66Q: 3 clusters Score -1248790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1248794.625000 Penalty: 4598.958496
	Iteration 67Q: 3 clusters Score -1248795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1248793.875000 Penalty: 4598.958496
	Iteration 68Q: 3 clusters Score -1248794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1248792.000000 Penalty: 4598.958496
	Iteration 69Q: 3 clusters Score -1248792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1248793.000000 Penalty: 4598.958496
	Iteration 70Q: 3 clusters Score -1248793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1248790.375000 Penalty: 4598.958496
	Iteration 71Q: 3 clusters Score -1248790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1248790.375000 Penalty: 4598.958496
	Iteration 72F: 3 clusters Score -1248790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Entering Unmasked Estep 
Score: -1888468.875000 Penalty: 2375.935547
	Iteration 0F: 2 clusters Score -1888469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1877771.750000 Penalty: 4751.871094
	Iteration 0F: 3 clusters Score -1877772 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1881219.500000 Penalty: 4751.871094
	Iteration 1F: 3 clusters Score -1881220 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1881665.000000 Penalty: 4751.871094
	Iteration 2F: 3 clusters Score -1881665 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1882063.750000 Penalty: 4751.871094
	Iteration 3F: 3 clusters Score -1882064 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1882492.750000 Penalty: 4751.871094
	Iteration 4F: 3 clusters Score -1882493 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1882995.750000 Penalty: 4751.871094
	Iteration 5F: 3 clusters Score -1882996 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1883606.125000 Penalty: 4751.871094
	Iteration 6F: 3 clusters Score -1883606 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1884352.625000 Penalty: 4751.871094
	Iteration 7F: 3 clusters Score -1884353 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1885162.000000 Penalty: 4751.871094
	Iteration 8F: 3 clusters Score -1885162 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1885821.000000 Penalty: 4751.871094
	Iteration 9Q: 3 clusters Score -1885821 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1886288.125000 Penalty: 4751.871094
	Iteration 10Q: 3 clusters Score -1886288 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1886525.250000 Penalty: 4751.871094
	Iteration 11Q: 3 clusters Score -1886525 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1886658.000000 Penalty: 4751.871094
	Iteration 12Q: 3 clusters Score -1886658 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1886734.875000 Penalty: 4751.871094
	Iteration 13Q: 3 clusters Score -1886735 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1886779.750000 Penalty: 4751.871094
	Iteration 14Q: 3 clusters Score -1886780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1886800.375000 Penalty: 4751.871094
	Iteration 15Q: 3 clusters Score -1886800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1886817.375000 Penalty: 4751.871094
	Iteration 16Q: 3 clusters Score -1886817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1886836.000000 Penalty: 4751.871094
	Iteration 17Q: 3 clusters Score -1886836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1886840.125000 Penalty: 4751.871094
	Iteration 18Q: 3 clusters Score -1886840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1886846.125000 Penalty: 4751.871094
	Iteration 19Q: 3 clusters Score -1886846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1886853.750000 Penalty: 4751.871094
	Iteration 20F: 3 clusters Score -1886854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1886863.125000 Penalty: 4751.871094
	Iteration 21Q: 3 clusters Score -1886863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1886862.000000 Penalty: 4751.871094
	Iteration 22Q: 3 clusters Score -1886862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1886866.000000 Penalty: 4751.871094
	Iteration 23Q: 3 clusters Score -1886866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1886867.000000 Penalty: 4751.871094
	Iteration 24Q: 3 clusters Score -1886867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1886867.000000 Penalty: 4751.871094
	Iteration 25F: 3 clusters Score -1886867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Entering Unmasked Estep 
Score: -659286.625000 Penalty: 2150.903809
	Iteration 0F: 2 clusters Score -659286.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -654255.812500 Penalty: 4301.807617
	Iteration 0F: 3 clusters Score -654255.8 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -655551.312500 Penalty: 4301.807617
	Iteration 1F: 3 clusters Score -655551.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -655794.312500 Penalty: 4301.807617
	Iteration 2F: 3 clusters Score -655794.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -655969.937500 Penalty: 4301.807617
	Iteration 3F: 3 clusters Score -655969.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -656155.187500 Penalty: 4301.807617
	Iteration 4Q: 3 clusters Score -656155.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -656363.000000 Penalty: 4301.807617
	Iteration 5Q: 3 clusters Score -656363 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -656572.062500 Penalty: 4301.807617
	Iteration 6Q: 3 clusters Score -656572.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -656768.625000 Penalty: 4301.807617
	Iteration 7Q: 3 clusters Score -656768.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -656931.312500 Penalty: 4301.807617
	Iteration 8Q: 3 clusters Score -656931.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -657069.812500 Penalty: 4301.807617
	Iteration 9Q: 3 clusters Score -657069.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -657168.250000 Penalty: 4301.807617
	Iteration 10Q: 3 clusters Score -657168.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -657246.437500 Penalty: 4301.807617
	Iteration 11Q: 3 clusters Score -657246.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -657304.437500 Penalty: 4301.807617
	Iteration 12Q: 3 clusters Score -657304.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -657356.062500 Penalty: 4301.807617
	Iteration 13Q: 3 clusters Score -657356.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -657410.000000 Penalty: 4301.807617
	Iteration 14Q: 3 clusters Score -657410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -657455.937500 Penalty: 4301.807617
	Iteration 15Q: 3 clusters Score -657455.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -657499.375000 Penalty: 4301.807617
	Iteration 16Q: 3 clusters Score -657499.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -657534.625000 Penalty: 4301.807617
	Iteration 17Q: 3 clusters Score -657534.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -657579.375000 Penalty: 4301.807617
	Iteration 18Q: 3 clusters Score -657579.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -657624.625000 Penalty: 4301.807617
	Iteration 19Q: 3 clusters Score -657624.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -657673.250000 Penalty: 4301.807617
	Iteration 20F: 3 clusters Score -657673.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -657721.062500 Penalty: 4301.807617
	Iteration 21Q: 3 clusters Score -657721.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -657772.312500 Penalty: 4301.807617
	Iteration 22Q: 3 clusters Score -657772.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -657822.562500 Penalty: 4301.807617
	Iteration 23Q: 3 clusters Score -657822.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -657863.187500 Penalty: 4301.807617
	Iteration 24Q: 3 clusters Score -657863.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -657898.062500 Penalty: 4301.807617
	Iteration 25Q: 3 clusters Score -657898.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -657940.250000 Penalty: 4301.807617
	Iteration 26Q: 3 clusters Score -657940.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -657995.500000 Penalty: 4301.807617
	Iteration 27Q: 3 clusters Score -657995.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -658046.250000 Penalty: 4301.807617
	Iteration 28Q: 3 clusters Score -658046.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -658093.312500 Penalty: 4301.807617
	Iteration 29Q: 3 clusters Score -658093.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -658124.875000 Penalty: 4301.807617
	Iteration 30Q: 3 clusters Score -658124.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -658152.875000 Penalty: 4301.807617
	Iteration 31Q: 3 clusters Score -658152.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -658178.312500 Penalty: 4301.807617
	Iteration 32Q: 3 clusters Score -658178.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -658190.687500 Penalty: 4301.807617
	Iteration 33Q: 3 clusters Score -658190.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -658200.375000 Penalty: 4301.807617
	Iteration 34Q: 3 clusters Score -658200.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -658204.875000 Penalty: 4301.807617
	Iteration 35Q: 3 clusters Score -658204.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -658208.437500 Penalty: 4301.807617
	Iteration 36Q: 3 clusters Score -658208.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -658211.937500 Penalty: 4301.807617
	Iteration 37Q: 3 clusters Score -658211.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -658217.437500 Penalty: 4301.807617
	Iteration 38Q: 3 clusters Score -658217.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -658218.125000 Penalty: 4301.807617
	Iteration 39Q: 3 clusters Score -658218.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -658220.625000 Penalty: 4301.807617
	Iteration 40F: 3 clusters Score -658220.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -658221.187500 Penalty: 4301.807617
	Iteration 41Q: 3 clusters Score -658221.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -658222.125000 Penalty: 4301.807617
	Iteration 42Q: 3 clusters Score -658222.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -658224.375000 Penalty: 4301.807617
	Iteration 43Q: 3 clusters Score -658224.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -658226.312500 Penalty: 4301.807617
	Iteration 44Q: 3 clusters Score -658226.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -658225.937500 Penalty: 4301.807617
	Iteration 45Q: 3 clusters Score -658225.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -658227.625000 Penalty: 4301.807617
	Iteration 46Q: 3 clusters Score -658227.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -658229.125000 Penalty: 4301.807617
	Iteration 47Q: 3 clusters Score -658229.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -658229.937500 Penalty: 4301.807617
	Iteration 48Q: 3 clusters Score -658229.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -658230.250000 Penalty: 4301.807617
	Iteration 49Q: 3 clusters Score -658230.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -658230.500000 Penalty: 4301.807617
	Iteration 50Q: 3 clusters Score -658230.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -658232.437500 Penalty: 4301.807617
	Iteration 51Q: 3 clusters Score -658232.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -658232.937500 Penalty: 4301.807617
	Iteration 52Q: 3 clusters Score -658232.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -658233.375000 Penalty: 4301.807617
	Iteration 53Q: 3 clusters Score -658233.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -658232.812500 Penalty: 4301.807617
	Iteration 54Q: 3 clusters Score -658232.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -658232.812500 Penalty: 4301.807617
	Iteration 55F: 3 clusters Score -658232.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (161339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161339 members 
Entering Unmasked Estep 
Score: -20984070.000000 Penalty: 2973.833252
	Iteration 0F: 2 clusters Score -2.098407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80758 members 
Mstep: Class 2 contains 80581 members 
Entering Unmasked Estep 
Score: -20877874.000000 Penalty: 5947.666504
	Iteration 0F: 3 clusters Score -2.087787e+07 nChanged 77429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80763 members 
Mstep: Class 2 contains 80576 members 
Entering Unmasked Estep 
Score: -20924332.000000 Penalty: 5947.666504
	Iteration 1F: 3 clusters Score -2.092433e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80983 members 
Mstep: Class 2 contains 80356 members 
Entering Unmasked Estep 
Score: -20926788.000000 Penalty: 5947.666504
	Iteration 2Q: 3 clusters Score -2.092679e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81335 members 
Mstep: Class 2 contains 80004 members 
Entering Unmasked Estep 
Score: -20930132.000000 Penalty: 5947.666504
	Iteration 3Q: 3 clusters Score -2.093013e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81965 members 
Mstep: Class 2 contains 79374 members 
Entering Unmasked Estep 
Score: -20935236.000000 Penalty: 5947.666504
	Iteration 4F: 3 clusters Score -2.093524e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82888 members 
Mstep: Class 2 contains 78451 members 
Entering Unmasked Estep 
Score: -20941956.000000 Penalty: 5947.666504
	Iteration 5F: 3 clusters Score -2.094196e+07 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -20949142.000000 Penalty: 5947.666504
	Iteration 6F: 3 clusters Score -2.094914e+07 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83751 members 
Mstep: Class 2 contains 77588 members 
Entering Unmasked Estep 
Score: -20956508.000000 Penalty: 5947.666504
	Iteration 7F: 3 clusters Score -2.095651e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83425 members 
Mstep: Class 2 contains 77914 members 
Entering Unmasked Estep 
Score: -20961938.000000 Penalty: 5947.666504
	Iteration 8F: 3 clusters Score -2.096194e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82607 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -20964890.000000 Penalty: 5947.666504
	Iteration 9Q: 3 clusters Score -2.096489e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -20966070.000000 Penalty: 5947.666504
	Iteration 10Q: 3 clusters Score -2.096607e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80439 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -20966592.000000 Penalty: 5947.666504
	Iteration 11Q: 3 clusters Score -2.096659e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 82164 members 
Entering Unmasked Estep 
Score: -20966900.000000 Penalty: 5947.666504
	Iteration 12Q: 3 clusters Score -2.09669e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77910 members 
Mstep: Class 2 contains 83429 members 
Entering Unmasked Estep 
Score: -20967306.000000 Penalty: 5947.666504
	Iteration 13Q: 3 clusters Score -2.096731e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 84814 members 
Entering Unmasked Estep 
Score: -20967682.000000 Penalty: 5947.666504
	Iteration 14Q: 3 clusters Score -2.096768e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75155 members 
Mstep: Class 2 contains 86184 members 
Entering Unmasked Estep 
Score: -20967974.000000 Penalty: 5947.666504
	Iteration 15Q: 3 clusters Score -2.096797e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73670 members 
Mstep: Class 2 contains 87669 members 
Entering Unmasked Estep 
Score: -20968386.000000 Penalty: 5947.666504
	Iteration 16Q: 3 clusters Score -2.096839e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 89204 members 
Entering Unmasked Estep 
Score: -20968754.000000 Penalty: 5947.666504
	Iteration 17Q: 3 clusters Score -2.096875e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70617 members 
Mstep: Class 2 contains 90722 members 
Entering Unmasked Estep 
Score: -20969028.000000 Penalty: 5947.666504
	Iteration 18Q: 3 clusters Score -2.096903e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69073 members 
Mstep: Class 2 contains 92266 members 
Entering Unmasked Estep 
Score: -20969394.000000 Penalty: 5947.666504
	Iteration 19Q: 3 clusters Score -2.096939e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67498 members 
Mstep: Class 2 contains 93841 members 
Entering Unmasked Estep 
Score: -20969866.000000 Penalty: 5947.666504
	Iteration 20F: 3 clusters Score -2.096987e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 95423 members 
Entering Unmasked Estep 
Score: -20970330.000000 Penalty: 5947.666504
	Iteration 21Q: 3 clusters Score -2.097033e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 97049 members 
Entering Unmasked Estep 
Score: -20970774.000000 Penalty: 5947.666504
	Iteration 22Q: 3 clusters Score -2.097077e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62599 members 
Mstep: Class 2 contains 98740 members 
Entering Unmasked Estep 
Score: -20971268.000000 Penalty: 5947.666504
	Iteration 23Q: 3 clusters Score -2.097127e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 100430 members 
Entering Unmasked Estep 
Score: -20971614.000000 Penalty: 5947.666504
	Iteration 24Q: 3 clusters Score -2.097161e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 102069 members 
Entering Unmasked Estep 
Score: -20971800.000000 Penalty: 5947.666504
	Iteration 25Q: 3 clusters Score -2.09718e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57730 members 
Mstep: Class 2 contains 103609 members 
Entering Unmasked Estep 
Score: -20972138.000000 Penalty: 5947.666504
	Iteration 26Q: 3 clusters Score -2.097214e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 105080 members 
Entering Unmasked Estep 
Score: -20972430.000000 Penalty: 5947.666504
	Iteration 27Q: 3 clusters Score -2.097243e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 106520 members 
Entering Unmasked Estep 
Score: -20972658.000000 Penalty: 5947.666504
	Iteration 28Q: 3 clusters Score -2.097266e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 107973 members 
Entering Unmasked Estep 
Score: -20972914.000000 Penalty: 5947.666504
	Iteration 29Q: 3 clusters Score -2.097291e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 109400 members 
Entering Unmasked Estep 
Score: -20973130.000000 Penalty: 5947.666504
	Iteration 30Q: 3 clusters Score -2.097313e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 110745 members 
Entering Unmasked Estep 
Score: -20973364.000000 Penalty: 5947.666504
	Iteration 31Q: 3 clusters Score -2.097336e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 112019 members 
Entering Unmasked Estep 
Score: -20973524.000000 Penalty: 5947.666504
	Iteration 32Q: 3 clusters Score -2.097352e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 113315 members 
Entering Unmasked Estep 
Score: -20973696.000000 Penalty: 5947.666504
	Iteration 33Q: 3 clusters Score -2.09737e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 114572 members 
Entering Unmasked Estep 
Score: -20973876.000000 Penalty: 5947.666504
	Iteration 34Q: 3 clusters Score -2.097388e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 115784 members 
Entering Unmasked Estep 
Score: -20974076.000000 Penalty: 5947.666504
	Iteration 35Q: 3 clusters Score -2.097408e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 116899 members 
Entering Unmasked Estep 
Score: -20974278.000000 Penalty: 5947.666504
	Iteration 36Q: 3 clusters Score -2.097428e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 117997 members 
Entering Unmasked Estep 
Score: -20974524.000000 Penalty: 5947.666504
	Iteration 37Q: 3 clusters Score -2.097452e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 119061 members 
Entering Unmasked Estep 
Score: -20974682.000000 Penalty: 5947.666504
	Iteration 38Q: 3 clusters Score -2.097468e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 120113 members 
Entering Unmasked Estep 
Score: -20974824.000000 Penalty: 5947.666504
	Iteration 39Q: 3 clusters Score -2.097482e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 121142 members 
Entering Unmasked Estep 
Score: -20974948.000000 Penalty: 5947.666504
	Iteration 40F: 3 clusters Score -2.097495e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 122150 members 
Entering Unmasked Estep 
Score: -20975060.000000 Penalty: 5947.666504
	Iteration 41Q: 3 clusters Score -2.097506e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 123142 members 
Entering Unmasked Estep 
Score: -20975200.000000 Penalty: 5947.666504
	Iteration 42Q: 3 clusters Score -2.09752e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 124097 members 
Entering Unmasked Estep 
Score: -20975292.000000 Penalty: 5947.666504
	Iteration 43Q: 3 clusters Score -2.097529e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 124993 members 
Entering Unmasked Estep 
Score: -20975400.000000 Penalty: 5947.666504
	Iteration 44Q: 3 clusters Score -2.09754e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 125910 members 
Entering Unmasked Estep 
Score: -20975528.000000 Penalty: 5947.666504
	Iteration 45Q: 3 clusters Score -2.097553e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 126791 members 
Entering Unmasked Estep 
Score: -20975616.000000 Penalty: 5947.666504
	Iteration 46Q: 3 clusters Score -2.097562e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 127636 members 
Entering Unmasked Estep 
Score: -20975594.000000 Penalty: 5947.666504
	Iteration 47Q: 3 clusters Score -2.097559e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 128492 members 
Entering Unmasked Estep 
Score: -20975674.000000 Penalty: 5947.666504
	Iteration 48Q: 3 clusters Score -2.097567e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 129363 members 
Entering Unmasked Estep 
Score: -20975768.000000 Penalty: 5947.666504
	Iteration 49Q: 3 clusters Score -2.097577e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 130190 members 
Entering Unmasked Estep 
Score: -20975844.000000 Penalty: 5947.666504
	Iteration 50Q: 3 clusters Score -2.097584e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 131006 members 
Entering Unmasked Estep 
Score: -20975852.000000 Penalty: 5947.666504
	Iteration 51Q: 3 clusters Score -2.097585e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 131842 members 
Entering Unmasked Estep 
Score: -20976008.000000 Penalty: 5947.666504
	Iteration 52Q: 3 clusters Score -2.097601e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 132651 members 
Entering Unmasked Estep 
Score: -20976096.000000 Penalty: 5947.666504
	Iteration 53Q: 3 clusters Score -2.09761e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 133413 members 
Entering Unmasked Estep 
Score: -20976170.000000 Penalty: 5947.666504
	Iteration 54Q: 3 clusters Score -2.097617e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 134160 members 
Entering Unmasked Estep 
Score: -20976342.000000 Penalty: 5947.666504
	Iteration 55Q: 3 clusters Score -2.097634e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 134918 members 
Entering Unmasked Estep 
Score: -20976464.000000 Penalty: 5947.666504
	Iteration 56Q: 3 clusters Score -2.097646e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 135665 members 
Entering Unmasked Estep 
Score: -20976592.000000 Penalty: 5947.666504
	Iteration 57Q: 3 clusters Score -2.097659e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 136391 members 
Entering Unmasked Estep 
Score: -20976738.000000 Penalty: 5947.666504
	Iteration 58Q: 3 clusters Score -2.097674e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 137136 members 
Entering Unmasked Estep 
Score: -20976882.000000 Penalty: 5947.666504
	Iteration 59Q: 3 clusters Score -2.097688e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 137852 members 
Entering Unmasked Estep 
Score: -20976886.000000 Penalty: 5947.666504
	Iteration 60F: 3 clusters Score -2.097689e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 138640 members 
Entering Unmasked Estep 
Score: -20977038.000000 Penalty: 5947.666504
	Iteration 61Q: 3 clusters Score -2.097704e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 139437 members 
Entering Unmasked Estep 
Score: -20977208.000000 Penalty: 5947.666504
	Iteration 62Q: 3 clusters Score -2.097721e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 140289 members 
Entering Unmasked Estep 
Score: -20977302.000000 Penalty: 5947.666504
	Iteration 63Q: 3 clusters Score -2.09773e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 141116 members 
Entering Unmasked Estep 
Score: -20977496.000000 Penalty: 5947.666504
	Iteration 64Q: 3 clusters Score -2.09775e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 141938 members 
Entering Unmasked Estep 
Score: -20977672.000000 Penalty: 5947.666504
	Iteration 65Q: 3 clusters Score -2.097767e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 142735 members 
Entering Unmasked Estep 
Score: -20977800.000000 Penalty: 5947.666504
	Iteration 66Q: 3 clusters Score -2.09778e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 143576 members 
Entering Unmasked Estep 
Score: -20978074.000000 Penalty: 5947.666504
	Iteration 67Q: 3 clusters Score -2.097807e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 144412 members 
Entering Unmasked Estep 
Score: -20978232.000000 Penalty: 5947.666504
	Iteration 68Q: 3 clusters Score -2.097823e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 145285 members 
Entering Unmasked Estep 
Score: -20978420.000000 Penalty: 5947.666504
	Iteration 69Q: 3 clusters Score -2.097842e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 146199 members 
Entering Unmasked Estep 
Score: -20978620.000000 Penalty: 5947.666504
	Iteration 70Q: 3 clusters Score -2.097862e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 147133 members 
Entering Unmasked Estep 
Score: -20978906.000000 Penalty: 5947.666504
	Iteration 71Q: 3 clusters Score -2.097891e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 148045 members 
Entering Unmasked Estep 
Score: -20979122.000000 Penalty: 5947.666504
	Iteration 72Q: 3 clusters Score -2.097912e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 149018 members 
Entering Unmasked Estep 
Score: -20979438.000000 Penalty: 5947.666504
	Iteration 73Q: 3 clusters Score -2.097944e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 150031 members 
Entering Unmasked Estep 
Score: -20979724.000000 Penalty: 5947.666504
	Iteration 74Q: 3 clusters Score -2.097972e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 150999 members 
Entering Unmasked Estep 
Score: -20980094.000000 Penalty: 5947.666504
	Iteration 75Q: 3 clusters Score -2.098009e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 151956 members 
Entering Unmasked Estep 
Score: -20980452.000000 Penalty: 5947.666504
	Iteration 76Q: 3 clusters Score -2.098045e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 152909 members 
Entering Unmasked Estep 
Score: -20980934.000000 Penalty: 5947.666504
	Iteration 77Q: 3 clusters Score -2.098093e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 153785 members 
Entering Unmasked Estep 
Score: -20981406.000000 Penalty: 5947.666504
	Iteration 78Q: 3 clusters Score -2.098141e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 154537 members 
Entering Unmasked Estep 
Score: -20982134.000000 Penalty: 5947.666504
	Iteration 79Q: 3 clusters Score -2.098213e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 155068 members 
Entering Unmasked Estep 
Score: -20982734.000000 Penalty: 5947.666504
	Iteration 80F: 3 clusters Score -2.098273e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 155439 members 
Entering Unmasked Estep 
Score: -20983214.000000 Penalty: 5947.666504
	Iteration 81Q: 3 clusters Score -2.098321e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 155633 members 
Entering Unmasked Estep 
Score: -20983444.000000 Penalty: 5947.666504
	Iteration 82Q: 3 clusters Score -2.098344e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 155751 members 
Entering Unmasked Estep 
Score: -20983610.000000 Penalty: 5947.666504
	Iteration 83Q: 3 clusters Score -2.098361e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 155833 members 
Entering Unmasked Estep 
Score: -20983634.000000 Penalty: 5947.666504
	Iteration 84Q: 3 clusters Score -2.098363e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 155875 members 
Entering Unmasked Estep 
Score: -20983648.000000 Penalty: 5947.666504
	Iteration 85Q: 3 clusters Score -2.098365e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 155919 members 
Entering Unmasked Estep 
Score: -20983686.000000 Penalty: 5947.666504
	Iteration 86Q: 3 clusters Score -2.098369e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 155944 members 
Entering Unmasked Estep 
Score: -20983700.000000 Penalty: 5947.666504
	Iteration 87Q: 3 clusters Score -2.09837e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 155968 members 
Entering Unmasked Estep 
Score: -20983674.000000 Penalty: 5947.666504
	Iteration 88Q: 3 clusters Score -2.098367e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 155986 members 
Entering Unmasked Estep 
Score: -20983682.000000 Penalty: 5947.666504
	Iteration 89Q: 3 clusters Score -2.098368e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 156005 members 
Entering Unmasked Estep 
Score: -20983688.000000 Penalty: 5947.666504
	Iteration 90Q: 3 clusters Score -2.098369e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 156021 members 
Entering Unmasked Estep 
Score: -20983676.000000 Penalty: 5947.666504
	Iteration 91Q: 3 clusters Score -2.098368e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 156025 members 
Entering Unmasked Estep 
Score: -20983666.000000 Penalty: 5947.666504
	Iteration 92Q: 3 clusters Score -2.098367e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 156042 members 
Entering Unmasked Estep 
Score: -20983658.000000 Penalty: 5947.666504
	Iteration 93Q: 3 clusters Score -2.098366e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 156050 members 
Entering Unmasked Estep 
Score: -20983638.000000 Penalty: 5947.666504
	Iteration 94Q: 3 clusters Score -2.098364e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 156060 members 
Entering Unmasked Estep 
Score: -20983650.000000 Penalty: 5947.666504
	Iteration 95Q: 3 clusters Score -2.098365e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 156063 members 
Entering Unmasked Estep 
Score: -20983636.000000 Penalty: 5947.666504
	Iteration 96Q: 3 clusters Score -2.098364e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 156073 members 
Entering Unmasked Estep 
Score: -20983650.000000 Penalty: 5947.666504
	Iteration 97Q: 3 clusters Score -2.098365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 156075 members 
Entering Unmasked Estep 
Score: -20983644.000000 Penalty: 5947.666504
	Iteration 98Q: 3 clusters Score -2.098364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 156078 members 
Entering Unmasked Estep 
Score: -20983648.000000 Penalty: 5947.666504
	Iteration 99Q: 3 clusters Score -2.098365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 156080 members 
Entering Unmasked Estep 
Score: -20983648.000000 Penalty: 5947.666504
	Iteration 100F: 3 clusters Score -2.098365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 156082 members 
Entering Unmasked Estep 
Score: -20983644.000000 Penalty: 5947.666504
	Iteration 101Q: 3 clusters Score -2.098364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 156085 members 
Entering Unmasked Estep 
Score: -20983660.000000 Penalty: 5947.666504
	Iteration 102Q: 3 clusters Score -2.098366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 156089 members 
Entering Unmasked Estep 
Score: -20983650.000000 Penalty: 5947.666504
	Iteration 103Q: 3 clusters Score -2.098365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 156090 members 
Entering Unmasked Estep 
Score: -20983652.000000 Penalty: 5947.666504
	Iteration 104Q: 3 clusters Score -2.098365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 156090 members 
Entering Unmasked Estep 
Score: -20983648.000000 Penalty: 5947.666504
	Iteration 105Q: 3 clusters Score -2.098365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 156090 members 
Entering Unmasked Estep 
Score: -20983650.000000 Penalty: 5947.666504
	Iteration 106Q: 3 clusters Score -2.098365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 156090 members 
Entering Unmasked Estep 
Score: -20983650.000000 Penalty: 5947.666504
	Iteration 107Q: 3 clusters Score -2.098365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 156092 members 
Entering Unmasked Estep 
Score: -20983652.000000 Penalty: 5947.666504
	Iteration 108Q: 3 clusters Score -2.098365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 156094 members 
Entering Unmasked Estep 
Score: -20983646.000000 Penalty: 5947.666504
	Iteration 109Q: 3 clusters Score -2.098365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 156095 members 
Entering Unmasked Estep 
Score: -20983640.000000 Penalty: 5947.666504
	Iteration 110Q: 3 clusters Score -2.098364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 156098 members 
Entering Unmasked Estep 
Score: -20983642.000000 Penalty: 5947.666504
	Iteration 111Q: 3 clusters Score -2.098364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 156097 members 
Entering Unmasked Estep 
Score: -20983652.000000 Penalty: 5947.666504
	Iteration 112Q: 3 clusters Score -2.098365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 156096 members 
Entering Unmasked Estep 
Score: -20983650.000000 Penalty: 5947.666504
	Iteration 113Q: 3 clusters Score -2.098365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 156098 members 
Entering Unmasked Estep 
Score: -20983644.000000 Penalty: 5947.666504
	Iteration 114Q: 3 clusters Score -2.098364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 156099 members 
Entering Unmasked Estep 
Score: -20983642.000000 Penalty: 5947.666504
	Iteration 115Q: 3 clusters Score -2.098364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 156098 members 
Entering Unmasked Estep 
Score: -20983652.000000 Penalty: 5947.666504
	Iteration 116Q: 3 clusters Score -2.098365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 156099 members 
Entering Unmasked Estep 
Score: -20983642.000000 Penalty: 5947.666504
	Iteration 117Q: 3 clusters Score -2.098364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 156100 members 
Entering Unmasked Estep 
Score: -20983640.000000 Penalty: 5947.666504
	Iteration 118Q: 3 clusters Score -2.098364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 156100 members 
Entering Unmasked Estep 
Score: -20983640.000000 Penalty: 5947.666504
	Iteration 119F: 3 clusters Score -2.098364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (274603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274603 members 
Entering Unmasked Estep 
Score: -35722036.000000 Penalty: 3105.724365
	Iteration 0F: 2 clusters Score -3.572204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137225 members 
Mstep: Class 2 contains 137378 members 
Entering Unmasked Estep 
Score: -35549724.000000 Penalty: 6211.448730
	Iteration 0F: 3 clusters Score -3.554972e+07 nChanged 132763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136090 members 
Mstep: Class 2 contains 138513 members 
Entering Unmasked Estep 
Score: -35627220.000000 Penalty: 6211.448730
	Iteration 1F: 3 clusters Score -3.562722e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135217 members 
Mstep: Class 2 contains 139386 members 
Entering Unmasked Estep 
Score: -35627860.000000 Penalty: 6211.448730
	Iteration 2Q: 3 clusters Score -3.562786e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133900 members 
Mstep: Class 2 contains 140703 members 
Entering Unmasked Estep 
Score: -35628540.000000 Penalty: 6211.448730
	Iteration 3Q: 3 clusters Score -3.562854e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131869 members 
Mstep: Class 2 contains 142734 members 
Entering Unmasked Estep 
Score: -35629612.000000 Penalty: 6211.448730
	Iteration 4Q: 3 clusters Score -3.562961e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128737 members 
Mstep: Class 2 contains 145866 members 
Entering Unmasked Estep 
Score: -35631068.000000 Penalty: 6211.448730
	Iteration 5Q: 3 clusters Score -3.563107e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123945 members 
Mstep: Class 2 contains 150658 members 
Entering Unmasked Estep 
Score: -35632872.000000 Penalty: 6211.448730
	Iteration 6Q: 3 clusters Score -3.563287e+07 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116511 members 
Mstep: Class 2 contains 158092 members 
Entering Unmasked Estep 
Score: -35635404.000000 Penalty: 6211.448730
	Iteration 7Q: 3 clusters Score -3.56354e+07 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105390 members 
Mstep: Class 2 contains 169213 members 
Entering Unmasked Estep 
Score: -35640416.000000 Penalty: 6211.448730
	Iteration 8Q: 3 clusters Score -3.564042e+07 nChanged 16468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 185247 members 
Entering Unmasked Estep 
Score: -35649304.000000 Penalty: 6211.448730
	Iteration 9F: 3 clusters Score -3.56493e+07 nChanged 21378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 206467 members 
Entering Unmasked Estep 
Score: -35663280.000000 Penalty: 6211.448730
	Iteration 10F: 3 clusters Score -3.566328e+07 nChanged 24290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 230717 members 
Entering Unmasked Estep 
Score: -35681928.000000 Penalty: 6211.448730
	Iteration 11F: 3 clusters Score -3.568193e+07 nChanged 21465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 252180 members 
Entering Unmasked Estep 
Score: -35699424.000000 Penalty: 6211.448730
	Iteration 12F: 3 clusters Score -3.569942e+07 nChanged 13609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 265789 members 
Entering Unmasked Estep 
Score: -35711072.000000 Penalty: 6211.448730
	Iteration 13Q: 3 clusters Score -3.571107e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 271727 members 
Entering Unmasked Estep 
Score: -35716544.000000 Penalty: 6211.448730
	Iteration 14Q: 3 clusters Score -3.571654e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 273655 members 
Entering Unmasked Estep 
Score: -35718312.000000 Penalty: 6211.448730
	Iteration 15Q: 3 clusters Score -3.571831e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 274150 members 
Entering Unmasked Estep 
Score: -35718768.000000 Penalty: 6211.448730
	Iteration 16Q: 3 clusters Score -3.571877e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 274286 members 
Entering Unmasked Estep 
Score: -35718964.000000 Penalty: 6211.448730
	Iteration 17Q: 3 clusters Score -3.571896e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 274320 members 
Entering Unmasked Estep 
Score: -35719056.000000 Penalty: 6211.448730
	Iteration 18Q: 3 clusters Score -3.571906e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 274337 members 
Entering Unmasked Estep 
Score: -35719120.000000 Penalty: 6211.448730
	Iteration 19Q: 3 clusters Score -3.571912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 274346 members 
Entering Unmasked Estep 
Score: -35719148.000000 Penalty: 6211.448730
	Iteration 20F: 3 clusters Score -3.571915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 274357 members 
Entering Unmasked Estep 
Score: -35719144.000000 Penalty: 6211.448730
	Iteration 21Q: 3 clusters Score -3.571914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 274360 members 
Entering Unmasked Estep 
Score: -35719148.000000 Penalty: 6211.448730
	Iteration 22Q: 3 clusters Score -3.571915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 274365 members 
Entering Unmasked Estep 
Score: -35719180.000000 Penalty: 6211.448730
	Iteration 23Q: 3 clusters Score -3.571918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 274368 members 
Entering Unmasked Estep 
Score: -35719180.000000 Penalty: 6211.448730
	Iteration 24Q: 3 clusters Score -3.571918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 274368 members 
Entering Unmasked Estep 
Score: -35719180.000000 Penalty: 6211.448730
	Iteration 25F: 3 clusters Score -3.571918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Entering Unmasked Estep 
Score: -1666448.625000 Penalty: 2356.338867
	Iteration 0F: 2 clusters Score -1666449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1656609.000000 Penalty: 4712.677734
	Iteration 0F: 3 clusters Score -1656609 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1659676.250000 Penalty: 4712.677734
	Iteration 1F: 3 clusters Score -1659676 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1660141.500000 Penalty: 4712.677734
	Iteration 2F: 3 clusters Score -1660142 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1660577.750000 Penalty: 4712.677734
	Iteration 3F: 3 clusters Score -1660578 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1661035.125000 Penalty: 4712.677734
	Iteration 4F: 3 clusters Score -1661035 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1661551.625000 Penalty: 4712.677734
	Iteration 5F: 3 clusters Score -1661552 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1662097.375000 Penalty: 4712.677734
	Iteration 6F: 3 clusters Score -1662097 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1662631.750000 Penalty: 4712.677734
	Iteration 7F: 3 clusters Score -1662632 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1663056.125000 Penalty: 4712.677734
	Iteration 8Q: 3 clusters Score -1663056 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1663375.750000 Penalty: 4712.677734
	Iteration 9Q: 3 clusters Score -1663376 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1663650.250000 Penalty: 4712.677734
	Iteration 10Q: 3 clusters Score -1663650 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1663902.250000 Penalty: 4712.677734
	Iteration 11Q: 3 clusters Score -1663902 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1664117.375000 Penalty: 4712.677734
	Iteration 12Q: 3 clusters Score -1664117 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1664233.500000 Penalty: 4712.677734
	Iteration 13Q: 3 clusters Score -1664234 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1664325.125000 Penalty: 4712.677734
	Iteration 14Q: 3 clusters Score -1664325 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1664390.750000 Penalty: 4712.677734
	Iteration 15Q: 3 clusters Score -1664391 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1664460.000000 Penalty: 4712.677734
	Iteration 16Q: 3 clusters Score -1664460 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1664520.250000 Penalty: 4712.677734
	Iteration 17Q: 3 clusters Score -1664520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1664561.125000 Penalty: 4712.677734
	Iteration 18Q: 3 clusters Score -1664561 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1664592.250000 Penalty: 4712.677734
	Iteration 19Q: 3 clusters Score -1664592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1664620.000000 Penalty: 4712.677734
	Iteration 20F: 3 clusters Score -1664620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1664633.625000 Penalty: 4712.677734
	Iteration 21Q: 3 clusters Score -1664634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1664643.875000 Penalty: 4712.677734
	Iteration 22Q: 3 clusters Score -1664644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1664649.125000 Penalty: 4712.677734
	Iteration 23Q: 3 clusters Score -1664649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1664655.875000 Penalty: 4712.677734
	Iteration 24Q: 3 clusters Score -1664656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1664660.250000 Penalty: 4712.677734
	Iteration 25Q: 3 clusters Score -1664660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1664667.125000 Penalty: 4712.677734
	Iteration 26Q: 3 clusters Score -1664667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1664667.750000 Penalty: 4712.677734
	Iteration 27Q: 3 clusters Score -1664668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1664666.000000 Penalty: 4712.677734
	Iteration 28Q: 3 clusters Score -1664666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1664671.250000 Penalty: 4712.677734
	Iteration 29Q: 3 clusters Score -1664671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1664673.000000 Penalty: 4712.677734
	Iteration 30Q: 3 clusters Score -1664673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1664674.250000 Penalty: 4712.677734
	Iteration 31Q: 3 clusters Score -1664674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1664678.125000 Penalty: 4712.677734
	Iteration 32Q: 3 clusters Score -1664678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1664684.000000 Penalty: 4712.677734
	Iteration 33Q: 3 clusters Score -1664684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1664680.625000 Penalty: 4712.677734
	Iteration 34Q: 3 clusters Score -1664681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1664680.625000 Penalty: 4712.677734
	Iteration 35F: 3 clusters Score -1664681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -112053.062500 Penalty: 1716.571167
	Iteration 0F: 2 clusters Score -112053.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -110207.398438 Penalty: 3433.142334
	Iteration 0F: 3 clusters Score -110207.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -110662.898438 Penalty: 3433.142334
	Iteration 1F: 3 clusters Score -110662.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -110837.007812 Penalty: 3433.142334
	Iteration 2F: 3 clusters Score -110837 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -110993.562500 Penalty: 3433.142334
	Iteration 3F: 3 clusters Score -110993.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -111200.867188 Penalty: 3433.142334
	Iteration 4F: 3 clusters Score -111200.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -111349.101562 Penalty: 3433.142334
	Iteration 5Q: 3 clusters Score -111349.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -111436.960938 Penalty: 3433.142334
	Iteration 6Q: 3 clusters Score -111437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -111507.843750 Penalty: 3433.142334
	Iteration 7Q: 3 clusters Score -111507.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -111549.656250 Penalty: 3433.142334
	Iteration 8Q: 3 clusters Score -111549.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -111573.132812 Penalty: 3433.142334
	Iteration 9Q: 3 clusters Score -111573.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -111581.679688 Penalty: 3433.142334
	Iteration 10Q: 3 clusters Score -111581.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -111589.796875 Penalty: 3433.142334
	Iteration 11Q: 3 clusters Score -111589.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -111595.609375 Penalty: 3433.142334
	Iteration 12Q: 3 clusters Score -111595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -111604.593750 Penalty: 3433.142334
	Iteration 13Q: 3 clusters Score -111604.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -111615.578125 Penalty: 3433.142334
	Iteration 14Q: 3 clusters Score -111615.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -111643.304688 Penalty: 3433.142334
	Iteration 15Q: 3 clusters Score -111643.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -111658.375000 Penalty: 3433.142334
	Iteration 16Q: 3 clusters Score -111658.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -111684.570312 Penalty: 3433.142334
	Iteration 17Q: 3 clusters Score -111684.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -111701.062500 Penalty: 3433.142334
	Iteration 18Q: 3 clusters Score -111701.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -111711.382812 Penalty: 3433.142334
	Iteration 19Q: 3 clusters Score -111711.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -111718.671875 Penalty: 3433.142334
	Iteration 20F: 3 clusters Score -111718.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -111724.070312 Penalty: 3433.142334
	Iteration 21Q: 3 clusters Score -111724.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -111738.390625 Penalty: 3433.142334
	Iteration 22Q: 3 clusters Score -111738.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -111747.109375 Penalty: 3433.142334
	Iteration 23Q: 3 clusters Score -111747.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -111756.671875 Penalty: 3433.142334
	Iteration 24Q: 3 clusters Score -111756.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -111770.906250 Penalty: 3433.142334
	Iteration 25Q: 3 clusters Score -111770.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -111777.164062 Penalty: 3433.142334
	Iteration 26Q: 3 clusters Score -111777.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -111778.117188 Penalty: 3433.142334
	Iteration 27Q: 3 clusters Score -111778.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -111780.289062 Penalty: 3433.142334
	Iteration 28Q: 3 clusters Score -111780.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -111786.414062 Penalty: 3433.142334
	Iteration 29Q: 3 clusters Score -111786.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -111786.414062 Penalty: 3433.142334
	Iteration 30F: 3 clusters Score -111786.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -291535.156250 Penalty: 1920.868042
	Iteration 0F: 2 clusters Score -291535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -288725.093750 Penalty: 3841.736084
	Iteration 0F: 3 clusters Score -288725.1 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -289305.843750 Penalty: 3841.736084
	Iteration 1F: 3 clusters Score -289305.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -289451.375000 Penalty: 3841.736084
	Iteration 2F: 3 clusters Score -289451.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -289527.031250 Penalty: 3841.736084
	Iteration 3Q: 3 clusters Score -289527 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -289563.093750 Penalty: 3841.736084
	Iteration 4Q: 3 clusters Score -289563.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -289592.000000 Penalty: 3841.736084
	Iteration 5Q: 3 clusters Score -289592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -289622.937500 Penalty: 3841.736084
	Iteration 6Q: 3 clusters Score -289622.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -289647.562500 Penalty: 3841.736084
	Iteration 7Q: 3 clusters Score -289647.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -289667.875000 Penalty: 3841.736084
	Iteration 8Q: 3 clusters Score -289667.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -289678.312500 Penalty: 3841.736084
	Iteration 9Q: 3 clusters Score -289678.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -289690.875000 Penalty: 3841.736084
	Iteration 10Q: 3 clusters Score -289690.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -289700.281250 Penalty: 3841.736084
	Iteration 11Q: 3 clusters Score -289700.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -289705.375000 Penalty: 3841.736084
	Iteration 12Q: 3 clusters Score -289705.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -289710.562500 Penalty: 3841.736084
	Iteration 13Q: 3 clusters Score -289710.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -289715.625000 Penalty: 3841.736084
	Iteration 14Q: 3 clusters Score -289715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -289718.843750 Penalty: 3841.736084
	Iteration 15Q: 3 clusters Score -289718.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -289719.718750 Penalty: 3841.736084
	Iteration 16Q: 3 clusters Score -289719.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -289720.437500 Penalty: 3841.736084
	Iteration 17Q: 3 clusters Score -289720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -289720.218750 Penalty: 3841.736084
	Iteration 18Q: 3 clusters Score -289720.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -289720.218750 Penalty: 3841.736084
	Iteration 19F: 3 clusters Score -289720.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -290179.625000 Penalty: 1919.145020
	Iteration 0F: 2 clusters Score -290179.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -287370.843750 Penalty: 3838.290039
	Iteration 0F: 3 clusters Score -287370.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -287877.406250 Penalty: 3838.290039
	Iteration 1F: 3 clusters Score -287877.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -288007.187500 Penalty: 3838.290039
	Iteration 2F: 3 clusters Score -288007.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -288094.281250 Penalty: 3838.290039
	Iteration 3Q: 3 clusters Score -288094.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -288150.406250 Penalty: 3838.290039
	Iteration 4Q: 3 clusters Score -288150.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -288187.281250 Penalty: 3838.290039
	Iteration 5Q: 3 clusters Score -288187.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -288222.000000 Penalty: 3838.290039
	Iteration 6Q: 3 clusters Score -288222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -288247.812500 Penalty: 3838.290039
	Iteration 7Q: 3 clusters Score -288247.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -288272.750000 Penalty: 3838.290039
	Iteration 8Q: 3 clusters Score -288272.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -288291.406250 Penalty: 3838.290039
	Iteration 9Q: 3 clusters Score -288291.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -288306.437500 Penalty: 3838.290039
	Iteration 10Q: 3 clusters Score -288306.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -288320.156250 Penalty: 3838.290039
	Iteration 11Q: 3 clusters Score -288320.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -288335.031250 Penalty: 3838.290039
	Iteration 12Q: 3 clusters Score -288335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288345.843750 Penalty: 3838.290039
	Iteration 13Q: 3 clusters Score -288345.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -288358.968750 Penalty: 3838.290039
	Iteration 14Q: 3 clusters Score -288359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -288369.937500 Penalty: 3838.290039
	Iteration 15Q: 3 clusters Score -288369.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -288379.250000 Penalty: 3838.290039
	Iteration 16Q: 3 clusters Score -288379.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -288393.156250 Penalty: 3838.290039
	Iteration 17Q: 3 clusters Score -288393.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -288404.656250 Penalty: 3838.290039
	Iteration 18Q: 3 clusters Score -288404.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -288413.031250 Penalty: 3838.290039
	Iteration 19Q: 3 clusters Score -288413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -288421.187500 Penalty: 3838.290039
	Iteration 20F: 3 clusters Score -288421.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -288425.468750 Penalty: 3838.290039
	Iteration 21Q: 3 clusters Score -288425.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -288430.687500 Penalty: 3838.290039
	Iteration 22Q: 3 clusters Score -288430.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -288434.468750 Penalty: 3838.290039
	Iteration 23Q: 3 clusters Score -288434.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -288440.343750 Penalty: 3838.290039
	Iteration 24Q: 3 clusters Score -288440.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -288443.718750 Penalty: 3838.290039
	Iteration 25Q: 3 clusters Score -288443.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -288445.906250 Penalty: 3838.290039
	Iteration 26Q: 3 clusters Score -288445.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -288449.093750 Penalty: 3838.290039
	Iteration 27Q: 3 clusters Score -288449.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -288454.093750 Penalty: 3838.290039
	Iteration 28Q: 3 clusters Score -288454.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -288458.718750 Penalty: 3838.290039
	Iteration 29Q: 3 clusters Score -288458.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -288461.437500 Penalty: 3838.290039
	Iteration 30Q: 3 clusters Score -288461.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -288465.437500 Penalty: 3838.290039
	Iteration 31Q: 3 clusters Score -288465.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -288469.718750 Penalty: 3838.290039
	Iteration 32Q: 3 clusters Score -288469.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -288472.531250 Penalty: 3838.290039
	Iteration 33Q: 3 clusters Score -288472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -288473.875000 Penalty: 3838.290039
	Iteration 34Q: 3 clusters Score -288473.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -288473.875000 Penalty: 3838.290039
	Iteration 35F: 3 clusters Score -288473.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Entering Unmasked Estep 
Score: -6968587.500000 Penalty: 2704.927246
	Iteration 0F: 2 clusters Score -6968588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -6931907.500000 Penalty: 5409.854492
	Iteration 0F: 3 clusters Score -6931908 nChanged 25188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -6945890.000000 Penalty: 5409.854492
	Iteration 1F: 3 clusters Score -6945890 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -6946509.000000 Penalty: 5409.854492
	Iteration 2Q: 3 clusters Score -6946509 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -6947015.500000 Penalty: 5409.854492
	Iteration 3Q: 3 clusters Score -6947016 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -6947466.000000 Penalty: 5409.854492
	Iteration 4Q: 3 clusters Score -6947466 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -6947890.000000 Penalty: 5409.854492
	Iteration 5Q: 3 clusters Score -6947890 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -6948304.500000 Penalty: 5409.854492
	Iteration 6Q: 3 clusters Score -6948304 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -6948767.500000 Penalty: 5409.854492
	Iteration 7Q: 3 clusters Score -6948768 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -6949429.500000 Penalty: 5409.854492
	Iteration 8Q: 3 clusters Score -6949430 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -6950479.500000 Penalty: 5409.854492
	Iteration 9Q: 3 clusters Score -6950480 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -6952151.500000 Penalty: 5409.854492
	Iteration 10Q: 3 clusters Score -6952152 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -6954661.500000 Penalty: 5409.854492
	Iteration 11F: 3 clusters Score -6954662 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -6957711.500000 Penalty: 5409.854492
	Iteration 12F: 3 clusters Score -6957712 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -6960502.000000 Penalty: 5409.854492
	Iteration 13F: 3 clusters Score -6960502 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -6962448.000000 Penalty: 5409.854492
	Iteration 14Q: 3 clusters Score -6962448 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -6963809.000000 Penalty: 5409.854492
	Iteration 15Q: 3 clusters Score -6963809 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -6964720.500000 Penalty: 5409.854492
	Iteration 16Q: 3 clusters Score -6964720 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -6965367.000000 Penalty: 5409.854492
	Iteration 17Q: 3 clusters Score -6965367 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -6965690.000000 Penalty: 5409.854492
	Iteration 18Q: 3 clusters Score -6965690 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -6965882.500000 Penalty: 5409.854492
	Iteration 19Q: 3 clusters Score -6965882 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -6965977.500000 Penalty: 5409.854492
	Iteration 20F: 3 clusters Score -6965978 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -6966063.500000 Penalty: 5409.854492
	Iteration 21Q: 3 clusters Score -6966064 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -6966113.500000 Penalty: 5409.854492
	Iteration 22Q: 3 clusters Score -6966114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -6966155.000000 Penalty: 5409.854492
	Iteration 23Q: 3 clusters Score -6966155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -6966187.500000 Penalty: 5409.854492
	Iteration 24Q: 3 clusters Score -6966188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -6966213.500000 Penalty: 5409.854492
	Iteration 25Q: 3 clusters Score -6966214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -6966230.000000 Penalty: 5409.854492
	Iteration 26Q: 3 clusters Score -6966230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -6966240.000000 Penalty: 5409.854492
	Iteration 27Q: 3 clusters Score -6966240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -6966250.500000 Penalty: 5409.854492
	Iteration 28Q: 3 clusters Score -6966250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -6966260.500000 Penalty: 5409.854492
	Iteration 29Q: 3 clusters Score -6966260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -6966258.000000 Penalty: 5409.854492
	Iteration 30Q: 3 clusters Score -6966258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -6966277.000000 Penalty: 5409.854492
	Iteration 31Q: 3 clusters Score -6966277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -6966276.500000 Penalty: 5409.854492
	Iteration 32Q: 3 clusters Score -6966276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -6966275.500000 Penalty: 5409.854492
	Iteration 33Q: 3 clusters Score -6966276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -6966281.000000 Penalty: 5409.854492
	Iteration 34Q: 3 clusters Score -6966281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -6966289.000000 Penalty: 5409.854492
	Iteration 35Q: 3 clusters Score -6966289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -6966291.500000 Penalty: 5409.854492
	Iteration 36Q: 3 clusters Score -6966292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -6966290.000000 Penalty: 5409.854492
	Iteration 37Q: 3 clusters Score -6966290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -6966293.000000 Penalty: 5409.854492
	Iteration 38Q: 3 clusters Score -6966293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -6966292.500000 Penalty: 5409.854492
	Iteration 39Q: 3 clusters Score -6966292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -6966292.500000 Penalty: 5409.854492
	Iteration 40F: 3 clusters Score -6966292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Entering Unmasked Estep 
Score: -674784.437500 Penalty: 2120.987061
	Iteration 0F: 2 clusters Score -674784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -670060.687500 Penalty: 4241.974121
	Iteration 0F: 3 clusters Score -670060.7 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -671189.437500 Penalty: 4241.974121
	Iteration 1F: 3 clusters Score -671189.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -671418.000000 Penalty: 4241.974121
	Iteration 2F: 3 clusters Score -671418 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -671570.187500 Penalty: 4241.974121
	Iteration 3F: 3 clusters Score -671570.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -671679.750000 Penalty: 4241.974121
	Iteration 4Q: 3 clusters Score -671679.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -671759.375000 Penalty: 4241.974121
	Iteration 5Q: 3 clusters Score -671759.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -671836.125000 Penalty: 4241.974121
	Iteration 6Q: 3 clusters Score -671836.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -671904.875000 Penalty: 4241.974121
	Iteration 7Q: 3 clusters Score -671904.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -671967.687500 Penalty: 4241.974121
	Iteration 8Q: 3 clusters Score -671967.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -672042.062500 Penalty: 4241.974121
	Iteration 9Q: 3 clusters Score -672042.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -672115.687500 Penalty: 4241.974121
	Iteration 10Q: 3 clusters Score -672115.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -672202.687500 Penalty: 4241.974121
	Iteration 11Q: 3 clusters Score -672202.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -672285.812500 Penalty: 4241.974121
	Iteration 12Q: 3 clusters Score -672285.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -672368.750000 Penalty: 4241.974121
	Iteration 13Q: 3 clusters Score -672368.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -672449.187500 Penalty: 4241.974121
	Iteration 14Q: 3 clusters Score -672449.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -672526.062500 Penalty: 4241.974121
	Iteration 15Q: 3 clusters Score -672526.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -672604.437500 Penalty: 4241.974121
	Iteration 16Q: 3 clusters Score -672604.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -672663.875000 Penalty: 4241.974121
	Iteration 17Q: 3 clusters Score -672663.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -672707.875000 Penalty: 4241.974121
	Iteration 18Q: 3 clusters Score -672707.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -672741.062500 Penalty: 4241.974121
	Iteration 19Q: 3 clusters Score -672741.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -672761.750000 Penalty: 4241.974121
	Iteration 20F: 3 clusters Score -672761.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -672783.875000 Penalty: 4241.974121
	Iteration 21Q: 3 clusters Score -672783.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -672803.375000 Penalty: 4241.974121
	Iteration 22Q: 3 clusters Score -672803.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -672817.375000 Penalty: 4241.974121
	Iteration 23Q: 3 clusters Score -672817.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -672822.562500 Penalty: 4241.974121
	Iteration 24Q: 3 clusters Score -672822.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -672828.562500 Penalty: 4241.974121
	Iteration 25Q: 3 clusters Score -672828.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -672833.687500 Penalty: 4241.974121
	Iteration 26Q: 3 clusters Score -672833.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -672846.312500 Penalty: 4241.974121
	Iteration 27Q: 3 clusters Score -672846.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -672854.187500 Penalty: 4241.974121
	Iteration 28Q: 3 clusters Score -672854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -672856.375000 Penalty: 4241.974121
	Iteration 29Q: 3 clusters Score -672856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -672859.812500 Penalty: 4241.974121
	Iteration 30Q: 3 clusters Score -672859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -672861.500000 Penalty: 4241.974121
	Iteration 31Q: 3 clusters Score -672861.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -672862.687500 Penalty: 4241.974121
	Iteration 32Q: 3 clusters Score -672862.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -672863.625000 Penalty: 4241.974121
	Iteration 33Q: 3 clusters Score -672863.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -672863.625000 Penalty: 4241.974121
	Iteration 34F: 3 clusters Score -672863.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Entering Unmasked Estep 
Score: -1393903.625000 Penalty: 2310.000977
	Iteration 0F: 2 clusters Score -1393904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1385554.000000 Penalty: 4620.001953
	Iteration 0F: 3 clusters Score -1385554 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1388065.375000 Penalty: 4620.001953
	Iteration 1F: 3 clusters Score -1388065 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1388447.250000 Penalty: 4620.001953
	Iteration 2F: 3 clusters Score -1388447 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1388808.750000 Penalty: 4620.001953
	Iteration 3F: 3 clusters Score -1388809 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1389193.375000 Penalty: 4620.001953
	Iteration 4F: 3 clusters Score -1389193 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1389554.250000 Penalty: 4620.001953
	Iteration 5F: 3 clusters Score -1389554 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1389911.375000 Penalty: 4620.001953
	Iteration 6F: 3 clusters Score -1389911 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1390219.125000 Penalty: 4620.001953
	Iteration 7Q: 3 clusters Score -1390219 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1390467.750000 Penalty: 4620.001953
	Iteration 8Q: 3 clusters Score -1390468 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1390657.250000 Penalty: 4620.001953
	Iteration 9Q: 3 clusters Score -1390657 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1390837.250000 Penalty: 4620.001953
	Iteration 10Q: 3 clusters Score -1390837 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1391023.875000 Penalty: 4620.001953
	Iteration 11Q: 3 clusters Score -1391024 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1391183.875000 Penalty: 4620.001953
	Iteration 12Q: 3 clusters Score -1391184 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1391342.875000 Penalty: 4620.001953
	Iteration 13Q: 3 clusters Score -1391343 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1391501.375000 Penalty: 4620.001953
	Iteration 14Q: 3 clusters Score -1391501 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1391664.750000 Penalty: 4620.001953
	Iteration 15Q: 3 clusters Score -1391665 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1391835.250000 Penalty: 4620.001953
	Iteration 16Q: 3 clusters Score -1391835 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1391962.375000 Penalty: 4620.001953
	Iteration 17Q: 3 clusters Score -1391962 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1392069.625000 Penalty: 4620.001953
	Iteration 18Q: 3 clusters Score -1392070 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1392143.625000 Penalty: 4620.001953
	Iteration 19Q: 3 clusters Score -1392144 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1392208.500000 Penalty: 4620.001953
	Iteration 20F: 3 clusters Score -1392208 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1392258.375000 Penalty: 4620.001953
	Iteration 21Q: 3 clusters Score -1392258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1392288.250000 Penalty: 4620.001953
	Iteration 22Q: 3 clusters Score -1392288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1392315.375000 Penalty: 4620.001953
	Iteration 23Q: 3 clusters Score -1392315 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1392329.375000 Penalty: 4620.001953
	Iteration 24Q: 3 clusters Score -1392329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1392339.500000 Penalty: 4620.001953
	Iteration 25Q: 3 clusters Score -1392340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1392357.250000 Penalty: 4620.001953
	Iteration 26Q: 3 clusters Score -1392357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1392366.500000 Penalty: 4620.001953
	Iteration 27Q: 3 clusters Score -1392366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1392366.000000 Penalty: 4620.001953
	Iteration 28Q: 3 clusters Score -1392366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1392370.375000 Penalty: 4620.001953
	Iteration 29Q: 3 clusters Score -1392370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1392372.000000 Penalty: 4620.001953
	Iteration 30Q: 3 clusters Score -1392372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1392378.750000 Penalty: 4620.001953
	Iteration 31Q: 3 clusters Score -1392379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1392385.000000 Penalty: 4620.001953
	Iteration 32Q: 3 clusters Score -1392385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1392389.750000 Penalty: 4620.001953
	Iteration 33Q: 3 clusters Score -1392390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1392392.000000 Penalty: 4620.001953
	Iteration 34Q: 3 clusters Score -1392392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1392390.875000 Penalty: 4620.001953
	Iteration 35Q: 3 clusters Score -1392391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1392390.875000 Penalty: 4620.001953
	Iteration 36Q: 3 clusters Score -1392391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1392390.625000 Penalty: 4620.001953
	Iteration 37Q: 3 clusters Score -1392391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1392391.625000 Penalty: 4620.001953
	Iteration 38Q: 3 clusters Score -1392392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1392391.000000 Penalty: 4620.001953
	Iteration 39Q: 3 clusters Score -1392391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1392389.875000 Penalty: 4620.001953
	Iteration 40F: 3 clusters Score -1392390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Entering Unmasked Estep 
Score: -726152.562500 Penalty: 2137.832031
	Iteration 0F: 2 clusters Score -726152.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -721285.812500 Penalty: 4275.664062
	Iteration 0F: 3 clusters Score -721285.8 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -722411.312500 Penalty: 4275.664062
	Iteration 1F: 3 clusters Score -722411.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -722653.812500 Penalty: 4275.664062
	Iteration 2F: 3 clusters Score -722653.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -722795.375000 Penalty: 4275.664062
	Iteration 3Q: 3 clusters Score -722795.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -722906.937500 Penalty: 4275.664062
	Iteration 4Q: 3 clusters Score -722906.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -722981.812500 Penalty: 4275.664062
	Iteration 5Q: 3 clusters Score -722981.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -723040.250000 Penalty: 4275.664062
	Iteration 6Q: 3 clusters Score -723040.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -723090.000000 Penalty: 4275.664062
	Iteration 7Q: 3 clusters Score -723090 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -723131.750000 Penalty: 4275.664062
	Iteration 8Q: 3 clusters Score -723131.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -723161.687500 Penalty: 4275.664062
	Iteration 9Q: 3 clusters Score -723161.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -723182.500000 Penalty: 4275.664062
	Iteration 10Q: 3 clusters Score -723182.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -723197.562500 Penalty: 4275.664062
	Iteration 11Q: 3 clusters Score -723197.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -723214.687500 Penalty: 4275.664062
	Iteration 12Q: 3 clusters Score -723214.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -723226.625000 Penalty: 4275.664062
	Iteration 13Q: 3 clusters Score -723226.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -723238.750000 Penalty: 4275.664062
	Iteration 14Q: 3 clusters Score -723238.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -723249.250000 Penalty: 4275.664062
	Iteration 15Q: 3 clusters Score -723249.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -723263.250000 Penalty: 4275.664062
	Iteration 16Q: 3 clusters Score -723263.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -723272.875000 Penalty: 4275.664062
	Iteration 17Q: 3 clusters Score -723272.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -723284.812500 Penalty: 4275.664062
	Iteration 18Q: 3 clusters Score -723284.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -723294.625000 Penalty: 4275.664062
	Iteration 19Q: 3 clusters Score -723294.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -723303.875000 Penalty: 4275.664062
	Iteration 20F: 3 clusters Score -723303.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -723315.750000 Penalty: 4275.664062
	Iteration 21Q: 3 clusters Score -723315.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -723326.000000 Penalty: 4275.664062
	Iteration 22Q: 3 clusters Score -723326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -723334.625000 Penalty: 4275.664062
	Iteration 23Q: 3 clusters Score -723334.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -723344.375000 Penalty: 4275.664062
	Iteration 24Q: 3 clusters Score -723344.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -723355.187500 Penalty: 4275.664062
	Iteration 25Q: 3 clusters Score -723355.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -723366.875000 Penalty: 4275.664062
	Iteration 26Q: 3 clusters Score -723366.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -723376.500000 Penalty: 4275.664062
	Iteration 27Q: 3 clusters Score -723376.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -723386.375000 Penalty: 4275.664062
	Iteration 28Q: 3 clusters Score -723386.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -723392.812500 Penalty: 4275.664062
	Iteration 29Q: 3 clusters Score -723392.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -723402.937500 Penalty: 4275.664062
	Iteration 30Q: 3 clusters Score -723402.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -723414.687500 Penalty: 4275.664062
	Iteration 31Q: 3 clusters Score -723414.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -723421.250000 Penalty: 4275.664062
	Iteration 32Q: 3 clusters Score -723421.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -723430.562500 Penalty: 4275.664062
	Iteration 33Q: 3 clusters Score -723430.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -723440.625000 Penalty: 4275.664062
	Iteration 34Q: 3 clusters Score -723440.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -723450.437500 Penalty: 4275.664062
	Iteration 35Q: 3 clusters Score -723450.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -723462.625000 Penalty: 4275.664062
	Iteration 36Q: 3 clusters Score -723462.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -723476.562500 Penalty: 4275.664062
	Iteration 37Q: 3 clusters Score -723476.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -723494.375000 Penalty: 4275.664062
	Iteration 38Q: 3 clusters Score -723494.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -723516.875000 Penalty: 4275.664062
	Iteration 39Q: 3 clusters Score -723516.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -723544.062500 Penalty: 4275.664062
	Iteration 40F: 3 clusters Score -723544.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -723576.500000 Penalty: 4275.664062
	Iteration 41Q: 3 clusters Score -723576.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -723601.187500 Penalty: 4275.664062
	Iteration 42Q: 3 clusters Score -723601.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -723632.125000 Penalty: 4275.664062
	Iteration 43Q: 3 clusters Score -723632.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -723660.187500 Penalty: 4275.664062
	Iteration 44Q: 3 clusters Score -723660.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -723690.687500 Penalty: 4275.664062
	Iteration 45Q: 3 clusters Score -723690.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -723733.937500 Penalty: 4275.664062
	Iteration 46Q: 3 clusters Score -723733.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -723772.312500 Penalty: 4275.664062
	Iteration 47Q: 3 clusters Score -723772.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -723825.500000 Penalty: 4275.664062
	Iteration 48Q: 3 clusters Score -723825.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -723870.812500 Penalty: 4275.664062
	Iteration 49Q: 3 clusters Score -723870.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -723917.812500 Penalty: 4275.664062
	Iteration 50Q: 3 clusters Score -723917.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -723971.312500 Penalty: 4275.664062
	Iteration 51Q: 3 clusters Score -723971.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -724016.000000 Penalty: 4275.664062
	Iteration 52Q: 3 clusters Score -724016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -724055.812500 Penalty: 4275.664062
	Iteration 53Q: 3 clusters Score -724055.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -724092.812500 Penalty: 4275.664062
	Iteration 54Q: 3 clusters Score -724092.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -724135.750000 Penalty: 4275.664062
	Iteration 55Q: 3 clusters Score -724135.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -724175.000000 Penalty: 4275.664062
	Iteration 56Q: 3 clusters Score -724175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -724207.000000 Penalty: 4275.664062
	Iteration 57Q: 3 clusters Score -724207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -724237.437500 Penalty: 4275.664062
	Iteration 58Q: 3 clusters Score -724237.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -724263.812500 Penalty: 4275.664062
	Iteration 59Q: 3 clusters Score -724263.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -724283.812500 Penalty: 4275.664062
	Iteration 60F: 3 clusters Score -724283.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -724300.625000 Penalty: 4275.664062
	Iteration 61Q: 3 clusters Score -724300.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -724310.187500 Penalty: 4275.664062
	Iteration 62Q: 3 clusters Score -724310.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -724318.750000 Penalty: 4275.664062
	Iteration 63Q: 3 clusters Score -724318.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -724323.562500 Penalty: 4275.664062
	Iteration 64Q: 3 clusters Score -724323.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -724331.125000 Penalty: 4275.664062
	Iteration 65Q: 3 clusters Score -724331.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -724338.375000 Penalty: 4275.664062
	Iteration 66Q: 3 clusters Score -724338.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -724343.687500 Penalty: 4275.664062
	Iteration 67Q: 3 clusters Score -724343.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -724347.375000 Penalty: 4275.664062
	Iteration 68Q: 3 clusters Score -724347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -724352.125000 Penalty: 4275.664062
	Iteration 69Q: 3 clusters Score -724352.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -724355.875000 Penalty: 4275.664062
	Iteration 70Q: 3 clusters Score -724355.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -724357.687500 Penalty: 4275.664062
	Iteration 71Q: 3 clusters Score -724357.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -724358.437500 Penalty: 4275.664062
	Iteration 72Q: 3 clusters Score -724358.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -724358.437500 Penalty: 4275.664062
	Iteration 73F: 3 clusters Score -724358.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Entering Unmasked Estep 
Score: -4794568.500000 Penalty: 2606.523926
	Iteration 0F: 2 clusters Score -4794568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -4769676.000000 Penalty: 5213.047852
	Iteration 0F: 3 clusters Score -4769676 nChanged 16709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -4779071.000000 Penalty: 5213.047852
	Iteration 1F: 3 clusters Score -4779071 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -4779889.500000 Penalty: 5213.047852
	Iteration 2F: 3 clusters Score -4779890 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -4780897.000000 Penalty: 5213.047852
	Iteration 3F: 3 clusters Score -4780897 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -4782246.000000 Penalty: 5213.047852
	Iteration 4F: 3 clusters Score -4782246 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -4784116.000000 Penalty: 5213.047852
	Iteration 5F: 3 clusters Score -4784116 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -4786348.500000 Penalty: 5213.047852
	Iteration 6F: 3 clusters Score -4786348 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -4788572.500000 Penalty: 5213.047852
	Iteration 7F: 3 clusters Score -4788572 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -4790345.000000 Penalty: 5213.047852
	Iteration 8F: 3 clusters Score -4790345 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4791427.500000 Penalty: 5213.047852
	Iteration 9Q: 3 clusters Score -4791428 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -4792090.000000 Penalty: 5213.047852
	Iteration 10Q: 3 clusters Score -4792090 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -4792385.000000 Penalty: 5213.047852
	Iteration 11Q: 3 clusters Score -4792385 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -4792521.500000 Penalty: 5213.047852
	Iteration 12Q: 3 clusters Score -4792522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -4792596.000000 Penalty: 5213.047852
	Iteration 13Q: 3 clusters Score -4792596 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -4792663.500000 Penalty: 5213.047852
	Iteration 14Q: 3 clusters Score -4792664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -4792683.000000 Penalty: 5213.047852
	Iteration 15Q: 3 clusters Score -4792683 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -4792691.500000 Penalty: 5213.047852
	Iteration 16Q: 3 clusters Score -4792692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -4792702.000000 Penalty: 5213.047852
	Iteration 17Q: 3 clusters Score -4792702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -4792708.500000 Penalty: 5213.047852
	Iteration 18Q: 3 clusters Score -4792708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -4792713.500000 Penalty: 5213.047852
	Iteration 19Q: 3 clusters Score -4792714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -4792719.500000 Penalty: 5213.047852
	Iteration 20F: 3 clusters Score -4792720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -4792721.500000 Penalty: 5213.047852
	Iteration 21Q: 3 clusters Score -4792722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -4792725.500000 Penalty: 5213.047852
	Iteration 22Q: 3 clusters Score -4792726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -4792728.000000 Penalty: 5213.047852
	Iteration 23Q: 3 clusters Score -4792728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -4792727.000000 Penalty: 5213.047852
	Iteration 24Q: 3 clusters Score -4792727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -4792734.000000 Penalty: 5213.047852
	Iteration 25Q: 3 clusters Score -4792734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -4792742.500000 Penalty: 5213.047852
	Iteration 26Q: 3 clusters Score -4792742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -4792737.500000 Penalty: 5213.047852
	Iteration 27Q: 3 clusters Score -4792738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -4792739.500000 Penalty: 5213.047852
	Iteration 28Q: 3 clusters Score -4792740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -4792742.000000 Penalty: 5213.047852
	Iteration 29Q: 3 clusters Score -4792742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -4792740.500000 Penalty: 5213.047852
	Iteration 30Q: 3 clusters Score -4792740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -4792739.500000 Penalty: 5213.047852
	Iteration 31Q: 3 clusters Score -4792740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -4792744.000000 Penalty: 5213.047852
	Iteration 32Q: 3 clusters Score -4792744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -4792739.500000 Penalty: 5213.047852
	Iteration 33Q: 3 clusters Score -4792740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -4792741.500000 Penalty: 5213.047852
	Iteration 34Q: 3 clusters Score -4792742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -4792741.500000 Penalty: 5213.047852
	Iteration 35F: 3 clusters Score -4792742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Entering Unmasked Estep 
Score: -1718424.000000 Penalty: 2351.377197
	Iteration 0F: 2 clusters Score -1718424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1708697.125000 Penalty: 4702.754395
	Iteration 0F: 3 clusters Score -1708697 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1711672.625000 Penalty: 4702.754395
	Iteration 1F: 3 clusters Score -1711673 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1711975.250000 Penalty: 4702.754395
	Iteration 2F: 3 clusters Score -1711975 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1712193.500000 Penalty: 4702.754395
	Iteration 3Q: 3 clusters Score -1712194 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1712410.625000 Penalty: 4702.754395
	Iteration 4Q: 3 clusters Score -1712411 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1712626.375000 Penalty: 4702.754395
	Iteration 5Q: 3 clusters Score -1712626 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1712859.250000 Penalty: 4702.754395
	Iteration 6Q: 3 clusters Score -1712859 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1713144.500000 Penalty: 4702.754395
	Iteration 7Q: 3 clusters Score -1713144 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1713501.500000 Penalty: 4702.754395
	Iteration 8Q: 3 clusters Score -1713502 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1713920.375000 Penalty: 4702.754395
	Iteration 9F: 3 clusters Score -1713920 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1714391.875000 Penalty: 4702.754395
	Iteration 10F: 3 clusters Score -1714392 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1714844.750000 Penalty: 4702.754395
	Iteration 11F: 3 clusters Score -1714845 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1715224.750000 Penalty: 4702.754395
	Iteration 12Q: 3 clusters Score -1715225 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1715540.875000 Penalty: 4702.754395
	Iteration 13Q: 3 clusters Score -1715541 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1715813.875000 Penalty: 4702.754395
	Iteration 14Q: 3 clusters Score -1715814 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1716039.500000 Penalty: 4702.754395
	Iteration 15Q: 3 clusters Score -1716040 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1716228.250000 Penalty: 4702.754395
	Iteration 16Q: 3 clusters Score -1716228 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1716346.500000 Penalty: 4702.754395
	Iteration 17Q: 3 clusters Score -1716346 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1716414.375000 Penalty: 4702.754395
	Iteration 18Q: 3 clusters Score -1716414 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1716451.500000 Penalty: 4702.754395
	Iteration 19Q: 3 clusters Score -1716452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1716467.750000 Penalty: 4702.754395
	Iteration 20F: 3 clusters Score -1716468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1716479.750000 Penalty: 4702.754395
	Iteration 21Q: 3 clusters Score -1716480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1716493.125000 Penalty: 4702.754395
	Iteration 22Q: 3 clusters Score -1716493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1716493.250000 Penalty: 4702.754395
	Iteration 23Q: 3 clusters Score -1716493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1716493.375000 Penalty: 4702.754395
	Iteration 24Q: 3 clusters Score -1716493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1716496.500000 Penalty: 4702.754395
	Iteration 25Q: 3 clusters Score -1716496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1716499.250000 Penalty: 4702.754395
	Iteration 26Q: 3 clusters Score -1716499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1716501.375000 Penalty: 4702.754395
	Iteration 27Q: 3 clusters Score -1716501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1716500.125000 Penalty: 4702.754395
	Iteration 28Q: 3 clusters Score -1716500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1716502.250000 Penalty: 4702.754395
	Iteration 29Q: 3 clusters Score -1716502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1716502.250000 Penalty: 4702.754395
	Iteration 30Q: 3 clusters Score -1716502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1716503.125000 Penalty: 4702.754395
	Iteration 31Q: 3 clusters Score -1716503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1716500.625000 Penalty: 4702.754395
	Iteration 32Q: 3 clusters Score -1716501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1716500.500000 Penalty: 4702.754395
	Iteration 33Q: 3 clusters Score -1716500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1716502.750000 Penalty: 4702.754395
	Iteration 34Q: 3 clusters Score -1716503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1716502.750000 Penalty: 4702.754395
	Iteration 35F: 3 clusters Score -1716503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -58544.960938 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -58544.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57056.648438 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -57056.65 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57205.785156 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -57205.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57240.531250 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -57240.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57278.335938 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -57278.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57298.445312 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -57298.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57306.117188 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -57306.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57307.687500 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -57307.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57309.652344 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -57309.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57309.652344 Penalty: 3064.260254
	Iteration 8F: 3 clusters Score -57309.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Entering Unmasked Estep 
Score: -5559761.000000 Penalty: 2651.105957
	Iteration 0F: 2 clusters Score -5559761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -5529934.000000 Penalty: 5302.211914
	Iteration 0F: 3 clusters Score -5529934 nChanged 20273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -5541070.000000 Penalty: 5302.211914
	Iteration 1F: 3 clusters Score -5541070 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -5541599.000000 Penalty: 5302.211914
	Iteration 2Q: 3 clusters Score -5541599 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -5542140.000000 Penalty: 5302.211914
	Iteration 3Q: 3 clusters Score -5542140 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -5542682.500000 Penalty: 5302.211914
	Iteration 4Q: 3 clusters Score -5542682 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -5543224.000000 Penalty: 5302.211914
	Iteration 5Q: 3 clusters Score -5543224 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -5543922.500000 Penalty: 5302.211914
	Iteration 6Q: 3 clusters Score -5543922 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -5544905.000000 Penalty: 5302.211914
	Iteration 7Q: 3 clusters Score -5544905 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -5546251.000000 Penalty: 5302.211914
	Iteration 8F: 3 clusters Score -5546251 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -5548071.500000 Penalty: 5302.211914
	Iteration 9F: 3 clusters Score -5548072 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -5550203.500000 Penalty: 5302.211914
	Iteration 10F: 3 clusters Score -5550204 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -5552297.500000 Penalty: 5302.211914
	Iteration 11F: 3 clusters Score -5552298 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -5554028.500000 Penalty: 5302.211914
	Iteration 12Q: 3 clusters Score -5554028 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -5555288.000000 Penalty: 5302.211914
	Iteration 13Q: 3 clusters Score -5555288 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -5556057.000000 Penalty: 5302.211914
	Iteration 14Q: 3 clusters Score -5556057 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5556524.500000 Penalty: 5302.211914
	Iteration 15Q: 3 clusters Score -5556524 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5556841.500000 Penalty: 5302.211914
	Iteration 16Q: 3 clusters Score -5556842 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5557098.500000 Penalty: 5302.211914
	Iteration 17Q: 3 clusters Score -5557098 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5557250.500000 Penalty: 5302.211914
	Iteration 18Q: 3 clusters Score -5557250 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5557349.500000 Penalty: 5302.211914
	Iteration 19Q: 3 clusters Score -5557350 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5557429.500000 Penalty: 5302.211914
	Iteration 20F: 3 clusters Score -5557430 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5557486.500000 Penalty: 5302.211914
	Iteration 21Q: 3 clusters Score -5557486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5557540.000000 Penalty: 5302.211914
	Iteration 22Q: 3 clusters Score -5557540 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5557574.500000 Penalty: 5302.211914
	Iteration 23Q: 3 clusters Score -5557574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5557594.500000 Penalty: 5302.211914
	Iteration 24Q: 3 clusters Score -5557594 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5557625.000000 Penalty: 5302.211914
	Iteration 25Q: 3 clusters Score -5557625 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5557656.000000 Penalty: 5302.211914
	Iteration 26Q: 3 clusters Score -5557656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5557681.000000 Penalty: 5302.211914
	Iteration 27Q: 3 clusters Score -5557681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5557693.500000 Penalty: 5302.211914
	Iteration 28Q: 3 clusters Score -5557694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5557714.500000 Penalty: 5302.211914
	Iteration 29Q: 3 clusters Score -5557714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5557720.000000 Penalty: 5302.211914
	Iteration 30Q: 3 clusters Score -5557720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5557741.500000 Penalty: 5302.211914
	Iteration 31Q: 3 clusters Score -5557742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5557756.500000 Penalty: 5302.211914
	Iteration 32Q: 3 clusters Score -5557756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5557767.000000 Penalty: 5302.211914
	Iteration 33Q: 3 clusters Score -5557767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5557769.500000 Penalty: 5302.211914
	Iteration 34Q: 3 clusters Score -5557770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5557787.000000 Penalty: 5302.211914
	Iteration 35Q: 3 clusters Score -5557787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5557795.000000 Penalty: 5302.211914
	Iteration 36Q: 3 clusters Score -5557795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5557798.000000 Penalty: 5302.211914
	Iteration 37Q: 3 clusters Score -5557798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5557806.000000 Penalty: 5302.211914
	Iteration 38Q: 3 clusters Score -5557806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5557810.000000 Penalty: 5302.211914
	Iteration 39Q: 3 clusters Score -5557810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5557818.500000 Penalty: 5302.211914
	Iteration 40F: 3 clusters Score -5557818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5557833.000000 Penalty: 5302.211914
	Iteration 41Q: 3 clusters Score -5557833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5557847.000000 Penalty: 5302.211914
	Iteration 42Q: 3 clusters Score -5557847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5557853.000000 Penalty: 5302.211914
	Iteration 43Q: 3 clusters Score -5557853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5557858.000000 Penalty: 5302.211914
	Iteration 44Q: 3 clusters Score -5557858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5557867.500000 Penalty: 5302.211914
	Iteration 45Q: 3 clusters Score -5557868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5557875.000000 Penalty: 5302.211914
	Iteration 46Q: 3 clusters Score -5557875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5557890.500000 Penalty: 5302.211914
	Iteration 47Q: 3 clusters Score -5557890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5557895.000000 Penalty: 5302.211914
	Iteration 48Q: 3 clusters Score -5557895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5557902.500000 Penalty: 5302.211914
	Iteration 49Q: 3 clusters Score -5557902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5557900.000000 Penalty: 5302.211914
	Iteration 50Q: 3 clusters Score -5557900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5557924.500000 Penalty: 5302.211914
	Iteration 51Q: 3 clusters Score -5557924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5557928.000000 Penalty: 5302.211914
	Iteration 52Q: 3 clusters Score -5557928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5557938.500000 Penalty: 5302.211914
	Iteration 53Q: 3 clusters Score -5557938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5557943.000000 Penalty: 5302.211914
	Iteration 54Q: 3 clusters Score -5557943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5557951.500000 Penalty: 5302.211914
	Iteration 55Q: 3 clusters Score -5557952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5557952.500000 Penalty: 5302.211914
	Iteration 56Q: 3 clusters Score -5557952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5557954.500000 Penalty: 5302.211914
	Iteration 57Q: 3 clusters Score -5557954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5557953.500000 Penalty: 5302.211914
	Iteration 58Q: 3 clusters Score -5557954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5557952.000000 Penalty: 5302.211914
	Iteration 59Q: 3 clusters Score -5557952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5557957.500000 Penalty: 5302.211914
	Iteration 60F: 3 clusters Score -5557958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5557955.000000 Penalty: 5302.211914
	Iteration 61Q: 3 clusters Score -5557955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5557958.000000 Penalty: 5302.211914
	Iteration 62Q: 3 clusters Score -5557958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5557959.000000 Penalty: 5302.211914
	Iteration 63Q: 3 clusters Score -5557959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5557957.500000 Penalty: 5302.211914
	Iteration 64Q: 3 clusters Score -5557958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5557957.500000 Penalty: 5302.211914
	Iteration 65F: 3 clusters Score -5557958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -103913.218750 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -103913.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -102058.570312 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -102058.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -102344.031250 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -102344 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -102558.367188 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -102558.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -102732.187500 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -102732.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -102922.257812 Penalty: 3385.966553
	Iteration 4F: 3 clusters Score -102922.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -103091.593750 Penalty: 3385.966553
	Iteration 5F: 3 clusters Score -103091.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -103223.093750 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -103223.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -103364.851562 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -103364.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -103801.125000 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -103801.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -104080.039062 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -104080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -104182.289062 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -104182.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -104281.945312 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -104281.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -104374.039062 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -104374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -104446.906250 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -104446.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -104460.226562 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -104460.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -104470.460938 Penalty: 3385.966553
	Iteration 15Q: 3 clusters Score -104470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -104475.695312 Penalty: 3385.966553
	Iteration 16Q: 3 clusters Score -104475.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -104477.171875 Penalty: 3385.966553
	Iteration 17Q: 3 clusters Score -104477.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -104477.773438 Penalty: 3385.966553
	Iteration 18Q: 3 clusters Score -104477.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -104479.054688 Penalty: 3385.966553
	Iteration 19F: 3 clusters Score -104479.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -104481.515625 Penalty: 3385.966553
	Iteration 20F: 3 clusters Score -104481.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -104489.929688 Penalty: 3385.966553
	Iteration 21Q: 3 clusters Score -104489.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -104498.835938 Penalty: 3385.966553
	Iteration 22Q: 3 clusters Score -104498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104502.414062 Penalty: 3385.966553
	Iteration 23Q: 3 clusters Score -104502.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -104507.710938 Penalty: 3385.966553
	Iteration 24Q: 3 clusters Score -104507.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -104507.710938 Penalty: 3385.966553
	Iteration 25F: 3 clusters Score -104507.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161339 members 
Mstep: Class 5 contains 274603 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54555 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13113 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43912 members 
Mstep: Class 18 contains 485 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12513 members 
Mstep: Class 21 contains 13664 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 437 members 
Entering Unmasked Estep 
Score: -90827504.000000 Penalty: 90278.039062
Splitting cluster 18 changes total score from -90828600.000000 to -90827504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (13284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Entering Unmasked Estep 
Score: -1759082.875000 Penalty: 2354.590088
	Iteration 0F: 2 clusters Score -1759083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1749292.500000 Penalty: 4709.180176
	Iteration 0F: 3 clusters Score -1749292 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1752355.250000 Penalty: 4709.180176
	Iteration 1F: 3 clusters Score -1752355 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1752641.625000 Penalty: 4709.180176
	Iteration 2F: 3 clusters Score -1752642 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1752842.375000 Penalty: 4709.180176
	Iteration 3Q: 3 clusters Score -1752842 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1752997.875000 Penalty: 4709.180176
	Iteration 4Q: 3 clusters Score -1752998 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1753154.500000 Penalty: 4709.180176
	Iteration 5Q: 3 clusters Score -1753154 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1753300.625000 Penalty: 4709.180176
	Iteration 6Q: 3 clusters Score -1753301 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1753451.500000 Penalty: 4709.180176
	Iteration 7Q: 3 clusters Score -1753452 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1753606.500000 Penalty: 4709.180176
	Iteration 8Q: 3 clusters Score -1753606 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1753784.750000 Penalty: 4709.180176
	Iteration 9Q: 3 clusters Score -1753785 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1753989.625000 Penalty: 4709.180176
	Iteration 10Q: 3 clusters Score -1753990 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1754205.125000 Penalty: 4709.180176
	Iteration 11Q: 3 clusters Score -1754205 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1754480.625000 Penalty: 4709.180176
	Iteration 12Q: 3 clusters Score -1754481 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1754861.375000 Penalty: 4709.180176
	Iteration 13Q: 3 clusters Score -1754861 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1755290.250000 Penalty: 4709.180176
	Iteration 14Q: 3 clusters Score -1755290 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1755679.250000 Penalty: 4709.180176
	Iteration 15Q: 3 clusters Score -1755679 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1756041.875000 Penalty: 4709.180176
	Iteration 16Q: 3 clusters Score -1756042 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1756323.375000 Penalty: 4709.180176
	Iteration 17Q: 3 clusters Score -1756323 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1756507.375000 Penalty: 4709.180176
	Iteration 18Q: 3 clusters Score -1756507 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1756654.500000 Penalty: 4709.180176
	Iteration 19Q: 3 clusters Score -1756654 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1756779.000000 Penalty: 4709.180176
	Iteration 20F: 3 clusters Score -1756779 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1756873.125000 Penalty: 4709.180176
	Iteration 21Q: 3 clusters Score -1756873 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1756950.000000 Penalty: 4709.180176
	Iteration 22Q: 3 clusters Score -1756950 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1757006.875000 Penalty: 4709.180176
	Iteration 23Q: 3 clusters Score -1757007 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1757034.750000 Penalty: 4709.180176
	Iteration 24Q: 3 clusters Score -1757035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1757052.000000 Penalty: 4709.180176
	Iteration 25Q: 3 clusters Score -1757052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1757056.250000 Penalty: 4709.180176
	Iteration 26Q: 3 clusters Score -1757056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1757065.250000 Penalty: 4709.180176
	Iteration 27Q: 3 clusters Score -1757065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1757070.375000 Penalty: 4709.180176
	Iteration 28Q: 3 clusters Score -1757070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1757079.000000 Penalty: 4709.180176
	Iteration 29Q: 3 clusters Score -1757079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1757081.375000 Penalty: 4709.180176
	Iteration 30Q: 3 clusters Score -1757081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1757082.750000 Penalty: 4709.180176
	Iteration 31Q: 3 clusters Score -1757083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1757085.375000 Penalty: 4709.180176
	Iteration 32Q: 3 clusters Score -1757085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1757085.375000 Penalty: 4709.180176
	Iteration 33F: 3 clusters Score -1757085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Entering Unmasked Estep 
Score: -1500479.375000 Penalty: 2339.761963
	Iteration 0F: 2 clusters Score -1500479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1491237.625000 Penalty: 4679.523926
	Iteration 0F: 3 clusters Score -1491238 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1494080.750000 Penalty: 4679.523926
	Iteration 1F: 3 clusters Score -1494081 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1494403.875000 Penalty: 4679.523926
	Iteration 2F: 3 clusters Score -1494404 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1494630.250000 Penalty: 4679.523926
	Iteration 3Q: 3 clusters Score -1494630 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1494789.875000 Penalty: 4679.523926
	Iteration 4Q: 3 clusters Score -1494790 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1494922.875000 Penalty: 4679.523926
	Iteration 5Q: 3 clusters Score -1494923 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1495046.750000 Penalty: 4679.523926
	Iteration 6Q: 3 clusters Score -1495047 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1495173.625000 Penalty: 4679.523926
	Iteration 7Q: 3 clusters Score -1495174 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1495267.500000 Penalty: 4679.523926
	Iteration 8Q: 3 clusters Score -1495268 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1495355.000000 Penalty: 4679.523926
	Iteration 9Q: 3 clusters Score -1495355 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1495444.125000 Penalty: 4679.523926
	Iteration 10Q: 3 clusters Score -1495444 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1495527.125000 Penalty: 4679.523926
	Iteration 11Q: 3 clusters Score -1495527 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1495622.750000 Penalty: 4679.523926
	Iteration 12Q: 3 clusters Score -1495623 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1495722.625000 Penalty: 4679.523926
	Iteration 13Q: 3 clusters Score -1495723 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1495855.875000 Penalty: 4679.523926
	Iteration 14Q: 3 clusters Score -1495856 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1496005.250000 Penalty: 4679.523926
	Iteration 15Q: 3 clusters Score -1496005 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1496179.250000 Penalty: 4679.523926
	Iteration 16Q: 3 clusters Score -1496179 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1496380.875000 Penalty: 4679.523926
	Iteration 17Q: 3 clusters Score -1496381 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1496623.625000 Penalty: 4679.523926
	Iteration 18Q: 3 clusters Score -1496624 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1496916.250000 Penalty: 4679.523926
	Iteration 19Q: 3 clusters Score -1496916 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1497236.000000 Penalty: 4679.523926
	Iteration 20F: 3 clusters Score -1497236 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1497559.000000 Penalty: 4679.523926
	Iteration 21Q: 3 clusters Score -1497559 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1497814.625000 Penalty: 4679.523926
	Iteration 22Q: 3 clusters Score -1497815 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1498020.125000 Penalty: 4679.523926
	Iteration 23Q: 3 clusters Score -1498020 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1498164.000000 Penalty: 4679.523926
	Iteration 24Q: 3 clusters Score -1498164 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1498291.750000 Penalty: 4679.523926
	Iteration 25Q: 3 clusters Score -1498292 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1498382.250000 Penalty: 4679.523926
	Iteration 26Q: 3 clusters Score -1498382 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1498453.250000 Penalty: 4679.523926
	Iteration 27Q: 3 clusters Score -1498453 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1498502.375000 Penalty: 4679.523926
	Iteration 28Q: 3 clusters Score -1498502 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1498537.625000 Penalty: 4679.523926
	Iteration 29Q: 3 clusters Score -1498538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1498566.625000 Penalty: 4679.523926
	Iteration 30Q: 3 clusters Score -1498567 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1498593.125000 Penalty: 4679.523926
	Iteration 31Q: 3 clusters Score -1498593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1498612.250000 Penalty: 4679.523926
	Iteration 32Q: 3 clusters Score -1498612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1498628.250000 Penalty: 4679.523926
	Iteration 33Q: 3 clusters Score -1498628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1498638.750000 Penalty: 4679.523926
	Iteration 34Q: 3 clusters Score -1498639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1498637.125000 Penalty: 4679.523926
	Iteration 35Q: 3 clusters Score -1498637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1498645.125000 Penalty: 4679.523926
	Iteration 36Q: 3 clusters Score -1498645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1498647.750000 Penalty: 4679.523926
	Iteration 37Q: 3 clusters Score -1498648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1498654.875000 Penalty: 4679.523926
	Iteration 38Q: 3 clusters Score -1498655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1498665.125000 Penalty: 4679.523926
	Iteration 39Q: 3 clusters Score -1498665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1498671.625000 Penalty: 4679.523926
	Iteration 40F: 3 clusters Score -1498672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1498678.125000 Penalty: 4679.523926
	Iteration 41Q: 3 clusters Score -1498678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1498678.500000 Penalty: 4679.523926
	Iteration 42Q: 3 clusters Score -1498678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1498680.250000 Penalty: 4679.523926
	Iteration 43Q: 3 clusters Score -1498680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1498679.750000 Penalty: 4679.523926
	Iteration 44Q: 3 clusters Score -1498680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1498685.875000 Penalty: 4679.523926
	Iteration 45Q: 3 clusters Score -1498686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1498686.875000 Penalty: 4679.523926
	Iteration 46Q: 3 clusters Score -1498687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1498690.250000 Penalty: 4679.523926
	Iteration 47Q: 3 clusters Score -1498690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1498693.375000 Penalty: 4679.523926
	Iteration 48Q: 3 clusters Score -1498693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1498694.250000 Penalty: 4679.523926
	Iteration 49Q: 3 clusters Score -1498694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1498694.125000 Penalty: 4679.523926
	Iteration 50Q: 3 clusters Score -1498694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1498694.125000 Penalty: 4679.523926
	Iteration 51Q: 3 clusters Score -1498694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1498695.000000 Penalty: 4679.523926
	Iteration 52Q: 3 clusters Score -1498695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1498695.500000 Penalty: 4679.523926
	Iteration 53Q: 3 clusters Score -1498696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1498695.500000 Penalty: 4679.523926
	Iteration 54F: 3 clusters Score -1498696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Entering Unmasked Estep 
Score: -1757533.750000 Penalty: 2361.584961
	Iteration 0F: 2 clusters Score -1757534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1747572.625000 Penalty: 4723.169922
	Iteration 0F: 3 clusters Score -1747573 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1750542.000000 Penalty: 4723.169922
	Iteration 1F: 3 clusters Score -1750542 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1750822.000000 Penalty: 4723.169922
	Iteration 2F: 3 clusters Score -1750822 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1751028.750000 Penalty: 4723.169922
	Iteration 3Q: 3 clusters Score -1751029 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1751222.875000 Penalty: 4723.169922
	Iteration 4Q: 3 clusters Score -1751223 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1751392.000000 Penalty: 4723.169922
	Iteration 5Q: 3 clusters Score -1751392 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1751576.125000 Penalty: 4723.169922
	Iteration 6Q: 3 clusters Score -1751576 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1751780.500000 Penalty: 4723.169922
	Iteration 7Q: 3 clusters Score -1751780 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1752045.500000 Penalty: 4723.169922
	Iteration 8Q: 3 clusters Score -1752046 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1752388.625000 Penalty: 4723.169922
	Iteration 9Q: 3 clusters Score -1752389 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1752852.625000 Penalty: 4723.169922
	Iteration 10F: 3 clusters Score -1752853 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1753367.000000 Penalty: 4723.169922
	Iteration 11F: 3 clusters Score -1753367 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1753903.500000 Penalty: 4723.169922
	Iteration 12Q: 3 clusters Score -1753904 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1754423.750000 Penalty: 4723.169922
	Iteration 13Q: 3 clusters Score -1754424 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1754837.250000 Penalty: 4723.169922
	Iteration 14Q: 3 clusters Score -1754837 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1755088.000000 Penalty: 4723.169922
	Iteration 15Q: 3 clusters Score -1755088 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1755229.000000 Penalty: 4723.169922
	Iteration 16Q: 3 clusters Score -1755229 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1755304.875000 Penalty: 4723.169922
	Iteration 17Q: 3 clusters Score -1755305 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1755364.250000 Penalty: 4723.169922
	Iteration 18Q: 3 clusters Score -1755364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1755396.125000 Penalty: 4723.169922
	Iteration 19Q: 3 clusters Score -1755396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1755420.375000 Penalty: 4723.169922
	Iteration 20F: 3 clusters Score -1755420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1755436.500000 Penalty: 4723.169922
	Iteration 21Q: 3 clusters Score -1755436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1755446.500000 Penalty: 4723.169922
	Iteration 22Q: 3 clusters Score -1755446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1755453.250000 Penalty: 4723.169922
	Iteration 23Q: 3 clusters Score -1755453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1755455.125000 Penalty: 4723.169922
	Iteration 24Q: 3 clusters Score -1755455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1755455.125000 Penalty: 4723.169922
	Iteration 25F: 3 clusters Score -1755455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -43961.332031 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43961.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42529.007812 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -42529.01 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42810.507812 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -42810.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42941.750000 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -42941.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43059.507812 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -43059.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43122.976562 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -43122.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43150.078125 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -43150.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43168.625000 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -43168.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43209.660156 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -43209.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43237.332031 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -43237.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43334.679688 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -43334.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43408.183594 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -43408.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43467.699219 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -43467.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -43526.824219 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -43526.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43597.710938 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -43597.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43690.554688 Penalty: 2993.598877
	Iteration 14Q: 3 clusters Score -43690.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43765.542969 Penalty: 2993.598877
	Iteration 15Q: 3 clusters Score -43765.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43771.117188 Penalty: 2993.598877
	Iteration 16Q: 3 clusters Score -43771.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43776.046875 Penalty: 2993.598877
	Iteration 17F: 3 clusters Score -43776.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43788.300781 Penalty: 2993.598877
	Iteration 18Q: 3 clusters Score -43788.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43788.300781 Penalty: 2993.598877
	Iteration 19F: 3 clusters Score -43788.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Entering Unmasked Estep 
Score: -715937.625000 Penalty: 2145.193604
	Iteration 0F: 2 clusters Score -715937.6 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 2858 members 
Entering Unmasked Estep 
Score: -711013.000000 Penalty: 4290.387207
	Iteration 0F: 3 clusters Score -711013 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -712259.875000 Penalty: 4290.387207
	Iteration 1F: 3 clusters Score -712259.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -712622.687500 Penalty: 4290.387207
	Iteration 2F: 3 clusters Score -712622.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -712955.687500 Penalty: 4290.387207
	Iteration 3F: 3 clusters Score -712955.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -713258.750000 Penalty: 4290.387207
	Iteration 4F: 3 clusters Score -713258.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -713509.187500 Penalty: 4290.387207
	Iteration 5F: 3 clusters Score -713509.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -713741.312500 Penalty: 4290.387207
	Iteration 6F: 3 clusters Score -713741.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -713956.312500 Penalty: 4290.387207
	Iteration 7F: 3 clusters Score -713956.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -714131.250000 Penalty: 4290.387207
	Iteration 8Q: 3 clusters Score -714131.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -714270.062500 Penalty: 4290.387207
	Iteration 9Q: 3 clusters Score -714270.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -714381.750000 Penalty: 4290.387207
	Iteration 10Q: 3 clusters Score -714381.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -714462.875000 Penalty: 4290.387207
	Iteration 11Q: 3 clusters Score -714462.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -714522.875000 Penalty: 4290.387207
	Iteration 12Q: 3 clusters Score -714522.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -714564.000000 Penalty: 4290.387207
	Iteration 13Q: 3 clusters Score -714564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -714602.187500 Penalty: 4290.387207
	Iteration 14Q: 3 clusters Score -714602.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -714627.937500 Penalty: 4290.387207
	Iteration 15Q: 3 clusters Score -714627.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -714646.687500 Penalty: 4290.387207
	Iteration 16Q: 3 clusters Score -714646.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -714664.750000 Penalty: 4290.387207
	Iteration 17Q: 3 clusters Score -714664.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -714679.375000 Penalty: 4290.387207
	Iteration 18Q: 3 clusters Score -714679.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -714689.625000 Penalty: 4290.387207
	Iteration 19Q: 3 clusters Score -714689.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -714693.312500 Penalty: 4290.387207
	Iteration 20F: 3 clusters Score -714693.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -714698.437500 Penalty: 4290.387207
	Iteration 21Q: 3 clusters Score -714698.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -714699.750000 Penalty: 4290.387207
	Iteration 22Q: 3 clusters Score -714699.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -714700.375000 Penalty: 4290.387207
	Iteration 23Q: 3 clusters Score -714700.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -714704.062500 Penalty: 4290.387207
	Iteration 24Q: 3 clusters Score -714704.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -714704.250000 Penalty: 4290.387207
	Iteration 25Q: 3 clusters Score -714704.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -714705.500000 Penalty: 4290.387207
	Iteration 26Q: 3 clusters Score -714705.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -714705.937500 Penalty: 4290.387207
	Iteration 27Q: 3 clusters Score -714705.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -714706.875000 Penalty: 4290.387207
	Iteration 28Q: 3 clusters Score -714706.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -714705.750000 Penalty: 4290.387207
	Iteration 29Q: 3 clusters Score -714705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -714706.062500 Penalty: 4290.387207
	Iteration 30Q: 3 clusters Score -714706.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -714707.250000 Penalty: 4290.387207
	Iteration 31Q: 3 clusters Score -714707.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -714707.437500 Penalty: 4290.387207
	Iteration 32Q: 3 clusters Score -714707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -714707.812500 Penalty: 4290.387207
	Iteration 33Q: 3 clusters Score -714707.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -714708.687500 Penalty: 4290.387207
	Iteration 34Q: 3 clusters Score -714708.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -714708.375000 Penalty: 4290.387207
	Iteration 35Q: 3 clusters Score -714708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -714709.062500 Penalty: 4290.387207
	Iteration 36Q: 3 clusters Score -714709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -714710.250000 Penalty: 4290.387207
	Iteration 37Q: 3 clusters Score -714710.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -714713.812500 Penalty: 4290.387207
	Iteration 38Q: 3 clusters Score -714713.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -714714.812500 Penalty: 4290.387207
	Iteration 39Q: 3 clusters Score -714714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -714715.437500 Penalty: 4290.387207
	Iteration 40F: 3 clusters Score -714715.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -714715.187500 Penalty: 4290.387207
	Iteration 41Q: 3 clusters Score -714715.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -714716.875000 Penalty: 4290.387207
	Iteration 42Q: 3 clusters Score -714716.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -714717.875000 Penalty: 4290.387207
	Iteration 43Q: 3 clusters Score -714717.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -714719.125000 Penalty: 4290.387207
	Iteration 44Q: 3 clusters Score -714719.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -714718.875000 Penalty: 4290.387207
	Iteration 45Q: 3 clusters Score -714718.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -714718.875000 Penalty: 4290.387207
	Iteration 46F: 3 clusters Score -714718.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Entering Unmasked Estep 
Score: -1595031.375000 Penalty: 2337.711914
	Iteration 0F: 2 clusters Score -1595031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1585735.625000 Penalty: 4675.423828
	Iteration 0F: 3 clusters Score -1585736 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1588378.500000 Penalty: 4675.423828
	Iteration 1F: 3 clusters Score -1588378 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1588719.000000 Penalty: 4675.423828
	Iteration 2F: 3 clusters Score -1588719 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1588991.875000 Penalty: 4675.423828
	Iteration 3F: 3 clusters Score -1588992 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1589223.375000 Penalty: 4675.423828
	Iteration 4Q: 3 clusters Score -1589223 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1589448.125000 Penalty: 4675.423828
	Iteration 5Q: 3 clusters Score -1589448 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1589669.500000 Penalty: 4675.423828
	Iteration 6Q: 3 clusters Score -1589670 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1589928.125000 Penalty: 4675.423828
	Iteration 7Q: 3 clusters Score -1589928 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1590278.875000 Penalty: 4675.423828
	Iteration 8Q: 3 clusters Score -1590279 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1590715.750000 Penalty: 4675.423828
	Iteration 9F: 3 clusters Score -1590716 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1591228.750000 Penalty: 4675.423828
	Iteration 10F: 3 clusters Score -1591229 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1591741.250000 Penalty: 4675.423828
	Iteration 11Q: 3 clusters Score -1591741 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1592179.500000 Penalty: 4675.423828
	Iteration 12Q: 3 clusters Score -1592180 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1592512.125000 Penalty: 4675.423828
	Iteration 13Q: 3 clusters Score -1592512 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1592705.000000 Penalty: 4675.423828
	Iteration 14Q: 3 clusters Score -1592705 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1592826.125000 Penalty: 4675.423828
	Iteration 15Q: 3 clusters Score -1592826 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1592903.000000 Penalty: 4675.423828
	Iteration 16Q: 3 clusters Score -1592903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1592961.875000 Penalty: 4675.423828
	Iteration 17Q: 3 clusters Score -1592962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1593005.250000 Penalty: 4675.423828
	Iteration 18Q: 3 clusters Score -1593005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1593034.000000 Penalty: 4675.423828
	Iteration 19Q: 3 clusters Score -1593034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1593051.125000 Penalty: 4675.423828
	Iteration 20F: 3 clusters Score -1593051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1593071.250000 Penalty: 4675.423828
	Iteration 21Q: 3 clusters Score -1593071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1593075.375000 Penalty: 4675.423828
	Iteration 22Q: 3 clusters Score -1593075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1593080.875000 Penalty: 4675.423828
	Iteration 23Q: 3 clusters Score -1593081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1593083.625000 Penalty: 4675.423828
	Iteration 24Q: 3 clusters Score -1593084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1593083.625000 Penalty: 4675.423828
	Iteration 25F: 3 clusters Score -1593084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -47200.082031 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -47200.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45763.804688 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -45763.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46065.136719 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -46065.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46311.796875 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -46311.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46621.542969 Penalty: 3040.009033
	Iteration 3F: 3 clusters Score -46621.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46741.324219 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -46741.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46802.843750 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -46802.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46862.351562 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -46862.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -46920.425781 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -46920.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47085.675781 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -47085.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47249.957031 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -47249.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47365.546875 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -47365.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -47417.878906 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -47417.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -47424.429688 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -47424.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47434.773438 Penalty: 3040.009033
	Iteration 13Q: 3 clusters Score -47434.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -47437.945312 Penalty: 3040.009033
	Iteration 14Q: 3 clusters Score -47437.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -47453.058594 Penalty: 3040.009033
	Iteration 15Q: 3 clusters Score -47453.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -47460.816406 Penalty: 3040.009033
	Iteration 16Q: 3 clusters Score -47460.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -47461.714844 Penalty: 3040.009033
	Iteration 17F: 3 clusters Score -47461.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -47470.136719 Penalty: 3040.009033
	Iteration 18Q: 3 clusters Score -47470.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -47478.437500 Penalty: 3040.009033
	Iteration 19Q: 3 clusters Score -47478.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -47485.617188 Penalty: 3040.009033
	Iteration 20F: 3 clusters Score -47485.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47493.000000 Penalty: 3040.009033
	Iteration 21Q: 3 clusters Score -47493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -47504.093750 Penalty: 3040.009033
	Iteration 22Q: 3 clusters Score -47504.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -47523.421875 Penalty: 3040.009033
	Iteration 23Q: 3 clusters Score -47523.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47549.289062 Penalty: 3040.009033
	Iteration 24Q: 3 clusters Score -47549.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47551.851562 Penalty: 3040.009033
	Iteration 25F: 3 clusters Score -47551.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47569.242188 Penalty: 3040.009033
	Iteration 26Q: 3 clusters Score -47569.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47591.027344 Penalty: 3040.009033
	Iteration 27Q: 3 clusters Score -47591.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47596.550781 Penalty: 3040.009033
	Iteration 28Q: 3 clusters Score -47596.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47596.550781 Penalty: 3040.009033
	Iteration 29F: 3 clusters Score -47596.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161339 members 
Mstep: Class 5 contains 274603 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54555 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13113 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43912 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12513 members 
Mstep: Class 21 contains 13664 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 149 members 
Mstep: Class 26 contains 819 members 
Mstep: Class 27 contains 310 members 
Entering Unmasked Estep 
Score: -90827080.000000 Penalty: 90278.039062
Splitting cluster 25 changes total score from -90828600.000000 to -90827080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -81654.742188 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -81654.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79923.359375 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -79923.36 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80225.796875 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -80225.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -80311.093750 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -80311.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80366.882812 Penalty: 3327.209717
	Iteration 3Q: 3 clusters Score -80366.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -80414.960938 Penalty: 3327.209717
	Iteration 4Q: 3 clusters Score -80414.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -80451.445312 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -80451.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -80478.429688 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -80478.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -80500.343750 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -80500.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -80522.335938 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -80522.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -80532.320312 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -80532.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -80535.906250 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -80535.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -80544.625000 Penalty: 3327.209717
	Iteration 11Q: 3 clusters Score -80544.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -80559.234375 Penalty: 3327.209717
	Iteration 12Q: 3 clusters Score -80559.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -80575.179688 Penalty: 3327.209717
	Iteration 13Q: 3 clusters Score -80575.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -80579.460938 Penalty: 3327.209717
	Iteration 14Q: 3 clusters Score -80579.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80580.343750 Penalty: 3327.209717
	Iteration 15Q: 3 clusters Score -80580.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80584.921875 Penalty: 3327.209717
	Iteration 16Q: 3 clusters Score -80584.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80591.015625 Penalty: 3327.209717
	Iteration 17Q: 3 clusters Score -80591.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -80595.203125 Penalty: 3327.209717
	Iteration 18Q: 3 clusters Score -80595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80603.507812 Penalty: 3327.209717
	Iteration 19Q: 3 clusters Score -80603.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80630.718750 Penalty: 3327.209717
	Iteration 20F: 3 clusters Score -80630.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80649.882812 Penalty: 3327.209717
	Iteration 21Q: 3 clusters Score -80649.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -80668.804688 Penalty: 3327.209717
	Iteration 22Q: 3 clusters Score -80668.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -80679.562500 Penalty: 3327.209717
	Iteration 23Q: 3 clusters Score -80679.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80686.007812 Penalty: 3327.209717
	Iteration 24Q: 3 clusters Score -80686.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80690.015625 Penalty: 3327.209717
	Iteration 25Q: 3 clusters Score -80690.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80690.015625 Penalty: 3327.209717
	Iteration 26F: 3 clusters Score -80690.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161339 members 
Mstep: Class 5 contains 274603 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54555 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13113 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43912 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12513 members 
Mstep: Class 21 contains 13664 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828568.000000 Penalty: 86934.414062
Iteration 439Q: 27 clusters Score -9.082857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161338 members 
Mstep: Class 5 contains 274603 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54555 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13113 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43913 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12513 members 
Mstep: Class 21 contains 13661 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828568.000000 Penalty: 86934.414062
Iteration 440F: 27 clusters Score -9.082857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161336 members 
Mstep: Class 5 contains 274605 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54555 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36688 members 
Mstep: Class 15 contains 13113 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43909 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12514 members 
Mstep: Class 21 contains 13660 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828616.000000 Penalty: 86934.414062
Iteration 441Q: 27 clusters Score -9.082862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161336 members 
Mstep: Class 5 contains 274607 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54555 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13113 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43907 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12513 members 
Mstep: Class 21 contains 13658 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828608.000000 Penalty: 86934.414062
Iteration 442Q: 27 clusters Score -9.082861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 5841 members 
Mstep: Class 4 contains 161336 members 
Mstep: Class 5 contains 274606 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54555 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43904 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12513 members 
Mstep: Class 21 contains 13657 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828584.000000 Penalty: 86934.414062
Iteration 443Q: 27 clusters Score -9.082858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5841 members 
Mstep: Class 4 contains 161337 members 
Mstep: Class 5 contains 274607 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54555 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36686 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43900 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12514 members 
Mstep: Class 21 contains 13657 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828624.000000 Penalty: 86934.414062
Iteration 444Q: 27 clusters Score -9.082862e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161337 members 
Mstep: Class 5 contains 274603 members 
Mstep: Class 6 contains 13376 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54555 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11099 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36685 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43892 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12517 members 
Mstep: Class 21 contains 13657 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12410 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828568.000000 Penalty: 86934.414062
Iteration 445Q: 27 clusters Score -9.082857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161337 members 
Mstep: Class 5 contains 274601 members 
Mstep: Class 6 contains 13376 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54555 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11099 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36685 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43891 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12519 members 
Mstep: Class 21 contains 13656 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12409 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828576.000000 Penalty: 86934.414062
Iteration 446Q: 27 clusters Score -9.082858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161340 members 
Mstep: Class 5 contains 274603 members 
Mstep: Class 6 contains 13376 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11099 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36686 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43886 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12523 members 
Mstep: Class 21 contains 13656 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12406 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828600.000000 Penalty: 86934.414062
Iteration 447Q: 27 clusters Score -9.08286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161341 members 
Mstep: Class 5 contains 274602 members 
Mstep: Class 6 contains 13376 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11099 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43884 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12526 members 
Mstep: Class 21 contains 13656 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12403 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828640.000000 Penalty: 86934.414062
Iteration 448Q: 27 clusters Score -9.082864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161340 members 
Mstep: Class 5 contains 274604 members 
Mstep: Class 6 contains 13376 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11099 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43883 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12528 members 
Mstep: Class 21 contains 13656 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12401 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828608.000000 Penalty: 86934.414062
Iteration 449Q: 27 clusters Score -9.082861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161339 members 
Mstep: Class 5 contains 274603 members 
Mstep: Class 6 contains 13376 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11099 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43883 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12529 members 
Mstep: Class 21 contains 13656 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12401 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828616.000000 Penalty: 86934.414062
Iteration 450Q: 27 clusters Score -9.082862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5844 members 
Mstep: Class 4 contains 161339 members 
Mstep: Class 5 contains 274604 members 
Mstep: Class 6 contains 13376 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11099 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43881 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12532 members 
Mstep: Class 21 contains 13656 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12399 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828576.000000 Penalty: 86934.414062
Iteration 451Q: 27 clusters Score -9.082858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 161337 members 
Mstep: Class 5 contains 274603 members 
Mstep: Class 6 contains 13376 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11099 members 
Mstep: Class 13 contains 5543 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43882 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12534 members 
Mstep: Class 21 contains 13656 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12398 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828632.000000 Penalty: 86934.414062
Iteration 452Q: 27 clusters Score -9.082863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 4 contains 161338 members 
Mstep: Class 5 contains 274603 members 
Mstep: Class 6 contains 13376 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5542 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43882 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 13656 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828632.000000 Penalty: 86934.414062
Iteration 453Q: 27 clusters Score -9.082863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 4 contains 161338 members 
Mstep: Class 5 contains 274604 members 
Mstep: Class 6 contains 13376 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5541 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43882 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12536 members 
Mstep: Class 21 contains 13656 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12396 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828600.000000 Penalty: 86934.414062
Iteration 454Q: 27 clusters Score -9.08286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 4 contains 161338 members 
Mstep: Class 5 contains 274605 members 
Mstep: Class 6 contains 13376 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5539 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43882 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12537 members 
Mstep: Class 21 contains 13656 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12396 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828592.000000 Penalty: 86934.414062
Iteration 455Q: 27 clusters Score -9.082859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 4 contains 161338 members 
Mstep: Class 5 contains 274605 members 
Mstep: Class 6 contains 13376 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5538 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43881 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 13656 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828584.000000 Penalty: 86934.414062
Iteration 456Q: 27 clusters Score -9.082858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 4 contains 161339 members 
Mstep: Class 5 contains 274605 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43880 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 13656 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828600.000000 Penalty: 86934.414062
Iteration 457Q: 27 clusters Score -9.08286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 4 contains 161340 members 
Mstep: Class 5 contains 274604 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43879 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 13656 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828600.000000 Penalty: 86934.414062
Iteration 458Q: 27 clusters Score -9.08286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 4 contains 161338 members 
Mstep: Class 5 contains 274605 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43879 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 13656 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828584.000000 Penalty: 86934.414062
Iteration 459Q: 27 clusters Score -9.082858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 4 contains 161339 members 
Mstep: Class 5 contains 274603 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43879 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 13656 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828560.000000 Penalty: 86934.414062
Iteration 460F: 27 clusters Score -9.082856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 4 contains 161338 members 
Mstep: Class 5 contains 274604 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43878 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 13656 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828576.000000 Penalty: 86934.414062
Iteration 461Q: 27 clusters Score -9.082858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 161338 members 
Mstep: Class 5 contains 274604 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13115 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43877 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 13656 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828560.000000 Penalty: 86934.414062
Iteration 462Q: 27 clusters Score -9.082856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 161338 members 
Mstep: Class 5 contains 274605 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43877 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 13655 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828584.000000 Penalty: 86934.414062
Iteration 463Q: 27 clusters Score -9.082858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 161337 members 
Mstep: Class 5 contains 274605 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43877 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12539 members 
Mstep: Class 21 contains 13654 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828584.000000 Penalty: 86934.414062
Iteration 464Q: 27 clusters Score -9.082858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 161337 members 
Mstep: Class 5 contains 274605 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43878 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12539 members 
Mstep: Class 21 contains 13653 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828576.000000 Penalty: 86934.414062
Iteration 465Q: 27 clusters Score -9.082858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 161337 members 
Mstep: Class 5 contains 274605 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43882 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12539 members 
Mstep: Class 21 contains 13649 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828560.000000 Penalty: 86934.414062
Iteration 466Q: 27 clusters Score -9.082856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 161336 members 
Mstep: Class 5 contains 274605 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43885 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12540 members 
Mstep: Class 21 contains 13646 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828584.000000 Penalty: 86934.414062
Iteration 467Q: 27 clusters Score -9.082858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 161336 members 
Mstep: Class 5 contains 274605 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43885 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12541 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828584.000000 Penalty: 86934.414062
Iteration 468Q: 27 clusters Score -9.082858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 161336 members 
Mstep: Class 5 contains 274605 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43884 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12542 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828584.000000 Penalty: 86934.414062
Iteration 469Q: 27 clusters Score -9.082858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 161336 members 
Mstep: Class 5 contains 274605 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43884 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12543 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828568.000000 Penalty: 86934.414062
Iteration 470Q: 27 clusters Score -9.082857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 161336 members 
Mstep: Class 5 contains 274605 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43884 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12542 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828560.000000 Penalty: 86934.414062
Iteration 471Q: 27 clusters Score -9.082856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 161336 members 
Mstep: Class 5 contains 274604 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36687 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43884 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12542 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12398 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828544.000000 Penalty: 86934.414062
Iteration 472Q: 27 clusters Score -9.082854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5843 members 
Mstep: Class 4 contains 161336 members 
Mstep: Class 5 contains 274604 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36688 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43884 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12542 members 
Mstep: Class 21 contains 13645 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828576.000000 Penalty: 86934.414062
Iteration 473Q: 27 clusters Score -9.082858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161335 members 
Mstep: Class 5 contains 274604 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36689 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43885 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12544 members 
Mstep: Class 21 contains 13644 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828592.000000 Penalty: 86934.414062
Iteration 474Q: 27 clusters Score -9.082859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161334 members 
Mstep: Class 5 contains 274603 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36689 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43887 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 13642 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828608.000000 Penalty: 86934.414062
Iteration 475Q: 27 clusters Score -9.082861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161334 members 
Mstep: Class 5 contains 274603 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36689 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43887 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 13641 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828608.000000 Penalty: 86934.414062
Iteration 476Q: 27 clusters Score -9.082861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161334 members 
Mstep: Class 5 contains 274603 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36689 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43887 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 13640 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828624.000000 Penalty: 86934.414062
Iteration 477Q: 27 clusters Score -9.082862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161334 members 
Mstep: Class 5 contains 274603 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36689 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43888 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 13638 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828624.000000 Penalty: 86934.414062
Iteration 478Q: 27 clusters Score -9.082862e+07 nChanged 1
Entering ConstructFrom: 
Score: -90828624.000000 Penalty: 86934.414062
Entering ConstructFrom: 
Trying to split cluster 1 (10679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Entering Unmasked Estep 
Score: -1256327.125000 Penalty: 2300.456543
	Iteration 0F: 2 clusters Score -1256327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1248300.125000 Penalty: 4600.913086
	Iteration 0F: 3 clusters Score -1248300 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1250774.375000 Penalty: 4600.913086
	Iteration 1F: 3 clusters Score -1250774 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1251241.375000 Penalty: 4600.913086
	Iteration 2F: 3 clusters Score -1251241 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1251662.750000 Penalty: 4600.913086
	Iteration 3F: 3 clusters Score -1251663 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1252057.250000 Penalty: 4600.913086
	Iteration 4F: 3 clusters Score -1252057 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1252439.875000 Penalty: 4600.913086
	Iteration 5F: 3 clusters Score -1252440 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1252800.625000 Penalty: 4600.913086
	Iteration 6F: 3 clusters Score -1252801 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1253100.000000 Penalty: 4600.913086
	Iteration 7Q: 3 clusters Score -1253100 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1253329.375000 Penalty: 4600.913086
	Iteration 8Q: 3 clusters Score -1253329 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1253505.250000 Penalty: 4600.913086
	Iteration 9Q: 3 clusters Score -1253505 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1253610.125000 Penalty: 4600.913086
	Iteration 10Q: 3 clusters Score -1253610 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1253680.875000 Penalty: 4600.913086
	Iteration 11Q: 3 clusters Score -1253681 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1253726.125000 Penalty: 4600.913086
	Iteration 12Q: 3 clusters Score -1253726 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1253752.125000 Penalty: 4600.913086
	Iteration 13Q: 3 clusters Score -1253752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1253769.125000 Penalty: 4600.913086
	Iteration 14Q: 3 clusters Score -1253769 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1253785.875000 Penalty: 4600.913086
	Iteration 15Q: 3 clusters Score -1253786 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1253795.250000 Penalty: 4600.913086
	Iteration 16Q: 3 clusters Score -1253795 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1253808.000000 Penalty: 4600.913086
	Iteration 17Q: 3 clusters Score -1253808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1253810.375000 Penalty: 4600.913086
	Iteration 18Q: 3 clusters Score -1253810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1253814.875000 Penalty: 4600.913086
	Iteration 19Q: 3 clusters Score -1253815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1253816.875000 Penalty: 4600.913086
	Iteration 20F: 3 clusters Score -1253817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1253822.000000 Penalty: 4600.913086
	Iteration 21Q: 3 clusters Score -1253822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1253822.750000 Penalty: 4600.913086
	Iteration 22Q: 3 clusters Score -1253823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1253827.625000 Penalty: 4600.913086
	Iteration 23Q: 3 clusters Score -1253828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1253830.250000 Penalty: 4600.913086
	Iteration 24Q: 3 clusters Score -1253830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1253831.250000 Penalty: 4600.913086
	Iteration 25Q: 3 clusters Score -1253831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1253837.750000 Penalty: 4600.913086
	Iteration 26Q: 3 clusters Score -1253838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1253837.750000 Penalty: 4600.913086
	Iteration 27Q: 3 clusters Score -1253838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1253836.750000 Penalty: 4600.913086
	Iteration 28Q: 3 clusters Score -1253837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1253836.625000 Penalty: 4600.913086
	Iteration 29Q: 3 clusters Score -1253837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1253836.125000 Penalty: 4600.913086
	Iteration 30Q: 3 clusters Score -1253836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1253837.625000 Penalty: 4600.913086
	Iteration 31Q: 3 clusters Score -1253838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1253837.625000 Penalty: 4600.913086
	Iteration 32F: 3 clusters Score -1253838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Entering Unmasked Estep 
Score: -1888353.125000 Penalty: 2375.918457
	Iteration 0F: 2 clusters Score -1888353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1877786.375000 Penalty: 4751.836914
	Iteration 0F: 3 clusters Score -1877786 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1881187.500000 Penalty: 4751.836914
	Iteration 1F: 3 clusters Score -1881188 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1881595.500000 Penalty: 4751.836914
	Iteration 2F: 3 clusters Score -1881596 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1881932.125000 Penalty: 4751.836914
	Iteration 3F: 3 clusters Score -1881932 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1882266.500000 Penalty: 4751.836914
	Iteration 4Q: 3 clusters Score -1882266 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1882615.375000 Penalty: 4751.836914
	Iteration 5Q: 3 clusters Score -1882615 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1882978.875000 Penalty: 4751.836914
	Iteration 6Q: 3 clusters Score -1882979 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1883322.500000 Penalty: 4751.836914
	Iteration 7Q: 3 clusters Score -1883322 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1883700.875000 Penalty: 4751.836914
	Iteration 8Q: 3 clusters Score -1883701 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1884076.250000 Penalty: 4751.836914
	Iteration 9Q: 3 clusters Score -1884076 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1884422.250000 Penalty: 4751.836914
	Iteration 10Q: 3 clusters Score -1884422 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1884775.125000 Penalty: 4751.836914
	Iteration 11Q: 3 clusters Score -1884775 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1885123.000000 Penalty: 4751.836914
	Iteration 12Q: 3 clusters Score -1885123 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1885460.250000 Penalty: 4751.836914
	Iteration 13Q: 3 clusters Score -1885460 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1885753.000000 Penalty: 4751.836914
	Iteration 14Q: 3 clusters Score -1885753 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1886016.500000 Penalty: 4751.836914
	Iteration 15Q: 3 clusters Score -1886016 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1886220.625000 Penalty: 4751.836914
	Iteration 16Q: 3 clusters Score -1886221 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1886357.625000 Penalty: 4751.836914
	Iteration 17Q: 3 clusters Score -1886358 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1886464.000000 Penalty: 4751.836914
	Iteration 18Q: 3 clusters Score -1886464 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1886541.625000 Penalty: 4751.836914
	Iteration 19Q: 3 clusters Score -1886542 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1886601.500000 Penalty: 4751.836914
	Iteration 20F: 3 clusters Score -1886602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1886629.750000 Penalty: 4751.836914
	Iteration 21Q: 3 clusters Score -1886630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1886647.125000 Penalty: 4751.836914
	Iteration 22Q: 3 clusters Score -1886647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1886658.625000 Penalty: 4751.836914
	Iteration 23Q: 3 clusters Score -1886659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1886670.875000 Penalty: 4751.836914
	Iteration 24Q: 3 clusters Score -1886671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1886678.250000 Penalty: 4751.836914
	Iteration 25Q: 3 clusters Score -1886678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1886687.375000 Penalty: 4751.836914
	Iteration 26Q: 3 clusters Score -1886687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1886688.000000 Penalty: 4751.836914
	Iteration 27Q: 3 clusters Score -1886688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1886691.125000 Penalty: 4751.836914
	Iteration 28Q: 3 clusters Score -1886691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1886694.750000 Penalty: 4751.836914
	Iteration 29Q: 3 clusters Score -1886695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1886695.000000 Penalty: 4751.836914
	Iteration 30Q: 3 clusters Score -1886695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1886697.125000 Penalty: 4751.836914
	Iteration 31Q: 3 clusters Score -1886697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1886701.125000 Penalty: 4751.836914
	Iteration 32Q: 3 clusters Score -1886701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1886703.125000 Penalty: 4751.836914
	Iteration 33Q: 3 clusters Score -1886703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1886702.875000 Penalty: 4751.836914
	Iteration 34Q: 3 clusters Score -1886703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1886708.625000 Penalty: 4751.836914
	Iteration 35Q: 3 clusters Score -1886709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1886710.625000 Penalty: 4751.836914
	Iteration 36Q: 3 clusters Score -1886711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1886711.500000 Penalty: 4751.836914
	Iteration 37Q: 3 clusters Score -1886712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1886708.000000 Penalty: 4751.836914
	Iteration 38Q: 3 clusters Score -1886708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1886708.000000 Penalty: 4751.836914
	Iteration 39F: 3 clusters Score -1886708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Entering Unmasked Estep 
Score: -659160.375000 Penalty: 2150.861572
	Iteration 0F: 2 clusters Score -659160.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -654099.437500 Penalty: 4301.723145
	Iteration 0F: 3 clusters Score -654099.4 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -655386.000000 Penalty: 4301.723145
	Iteration 1F: 3 clusters Score -655386 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -655647.500000 Penalty: 4301.723145
	Iteration 2F: 3 clusters Score -655647.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -655861.125000 Penalty: 4301.723145
	Iteration 3F: 3 clusters Score -655861.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -656040.312500 Penalty: 4301.723145
	Iteration 4Q: 3 clusters Score -656040.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -656219.062500 Penalty: 4301.723145
	Iteration 5Q: 3 clusters Score -656219.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -656375.500000 Penalty: 4301.723145
	Iteration 6Q: 3 clusters Score -656375.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -656490.687500 Penalty: 4301.723145
	Iteration 7Q: 3 clusters Score -656490.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -656613.312500 Penalty: 4301.723145
	Iteration 8Q: 3 clusters Score -656613.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -656732.937500 Penalty: 4301.723145
	Iteration 9Q: 3 clusters Score -656732.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -656874.625000 Penalty: 4301.723145
	Iteration 10Q: 3 clusters Score -656874.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -657025.250000 Penalty: 4301.723145
	Iteration 11Q: 3 clusters Score -657025.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -657171.750000 Penalty: 4301.723145
	Iteration 12Q: 3 clusters Score -657171.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -657314.750000 Penalty: 4301.723145
	Iteration 13Q: 3 clusters Score -657314.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -657460.125000 Penalty: 4301.723145
	Iteration 14Q: 3 clusters Score -657460.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -657586.562500 Penalty: 4301.723145
	Iteration 15Q: 3 clusters Score -657586.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -657708.437500 Penalty: 4301.723145
	Iteration 16Q: 3 clusters Score -657708.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -657833.312500 Penalty: 4301.723145
	Iteration 17Q: 3 clusters Score -657833.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -657935.187500 Penalty: 4301.723145
	Iteration 18Q: 3 clusters Score -657935.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -658006.437500 Penalty: 4301.723145
	Iteration 19Q: 3 clusters Score -658006.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -658048.250000 Penalty: 4301.723145
	Iteration 20F: 3 clusters Score -658048.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -658073.875000 Penalty: 4301.723145
	Iteration 21Q: 3 clusters Score -658073.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -658091.812500 Penalty: 4301.723145
	Iteration 22Q: 3 clusters Score -658091.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -658098.125000 Penalty: 4301.723145
	Iteration 23Q: 3 clusters Score -658098.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -658104.312500 Penalty: 4301.723145
	Iteration 24Q: 3 clusters Score -658104.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -658109.500000 Penalty: 4301.723145
	Iteration 25Q: 3 clusters Score -658109.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -658114.062500 Penalty: 4301.723145
	Iteration 26Q: 3 clusters Score -658114.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -658116.250000 Penalty: 4301.723145
	Iteration 27Q: 3 clusters Score -658116.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -658119.062500 Penalty: 4301.723145
	Iteration 28Q: 3 clusters Score -658119.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -658122.062500 Penalty: 4301.723145
	Iteration 29Q: 3 clusters Score -658122.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -658123.750000 Penalty: 4301.723145
	Iteration 30Q: 3 clusters Score -658123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -658122.625000 Penalty: 4301.723145
	Iteration 31Q: 3 clusters Score -658122.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -658122.625000 Penalty: 4301.723145
	Iteration 32F: 3 clusters Score -658122.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (161334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161334 members 
Entering Unmasked Estep 
Score: -20983428.000000 Penalty: 2973.825439
	Iteration 0F: 2 clusters Score -2.098343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -20877368.000000 Penalty: 5947.650879
	Iteration 0F: 3 clusters Score -2.087737e+07 nChanged 77298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78302 members 
Mstep: Class 2 contains 83032 members 
Entering Unmasked Estep 
Score: -20922240.000000 Penalty: 5947.650879
	Iteration 1F: 3 clusters Score -2.092224e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76715 members 
Mstep: Class 2 contains 84619 members 
Entering Unmasked Estep 
Score: -20923932.000000 Penalty: 5947.650879
	Iteration 2Q: 3 clusters Score -2.092393e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 86918 members 
Entering Unmasked Estep 
Score: -20926570.000000 Penalty: 5947.650879
	Iteration 3Q: 3 clusters Score -2.092657e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71145 members 
Mstep: Class 2 contains 90189 members 
Entering Unmasked Estep 
Score: -20929948.000000 Penalty: 5947.650879
	Iteration 4Q: 3 clusters Score -2.092995e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 94772 members 
Entering Unmasked Estep 
Score: -20934616.000000 Penalty: 5947.650879
	Iteration 5F: 3 clusters Score -2.093462e+07 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 100394 members 
Entering Unmasked Estep 
Score: -20940948.000000 Penalty: 5947.650879
	Iteration 6F: 3 clusters Score -2.094095e+07 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54564 members 
Mstep: Class 2 contains 106770 members 
Entering Unmasked Estep 
Score: -20948954.000000 Penalty: 5947.650879
	Iteration 7F: 3 clusters Score -2.094895e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 112792 members 
Entering Unmasked Estep 
Score: -20957404.000000 Penalty: 5947.650879
	Iteration 8F: 3 clusters Score -2.09574e+07 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 117493 members 
Entering Unmasked Estep 
Score: -20963746.000000 Penalty: 5947.650879
	Iteration 9F: 3 clusters Score -2.096375e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 120945 members 
Entering Unmasked Estep 
Score: -20967212.000000 Penalty: 5947.650879
	Iteration 10Q: 3 clusters Score -2.096721e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 123840 members 
Entering Unmasked Estep 
Score: -20969216.000000 Penalty: 5947.650879
	Iteration 11Q: 3 clusters Score -2.096922e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 126488 members 
Entering Unmasked Estep 
Score: -20970562.000000 Penalty: 5947.650879
	Iteration 12Q: 3 clusters Score -2.097056e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 128988 members 
Entering Unmasked Estep 
Score: -20971742.000000 Penalty: 5947.650879
	Iteration 13Q: 3 clusters Score -2.097174e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 131281 members 
Entering Unmasked Estep 
Score: -20972948.000000 Penalty: 5947.650879
	Iteration 14Q: 3 clusters Score -2.097295e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 133468 members 
Entering Unmasked Estep 
Score: -20973882.000000 Penalty: 5947.650879
	Iteration 15Q: 3 clusters Score -2.097388e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 135458 members 
Entering Unmasked Estep 
Score: -20974704.000000 Penalty: 5947.650879
	Iteration 16Q: 3 clusters Score -2.09747e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 137294 members 
Entering Unmasked Estep 
Score: -20975376.000000 Penalty: 5947.650879
	Iteration 17Q: 3 clusters Score -2.097538e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 138962 members 
Entering Unmasked Estep 
Score: -20976066.000000 Penalty: 5947.650879
	Iteration 18Q: 3 clusters Score -2.097607e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 140550 members 
Entering Unmasked Estep 
Score: -20976550.000000 Penalty: 5947.650879
	Iteration 19Q: 3 clusters Score -2.097655e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 141996 members 
Entering Unmasked Estep 
Score: -20977134.000000 Penalty: 5947.650879
	Iteration 20F: 3 clusters Score -2.097713e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 143328 members 
Entering Unmasked Estep 
Score: -20977576.000000 Penalty: 5947.650879
	Iteration 21Q: 3 clusters Score -2.097758e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 144589 members 
Entering Unmasked Estep 
Score: -20977952.000000 Penalty: 5947.650879
	Iteration 22Q: 3 clusters Score -2.097795e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 145692 members 
Entering Unmasked Estep 
Score: -20978140.000000 Penalty: 5947.650879
	Iteration 23Q: 3 clusters Score -2.097814e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 146783 members 
Entering Unmasked Estep 
Score: -20978466.000000 Penalty: 5947.650879
	Iteration 24Q: 3 clusters Score -2.097847e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 147797 members 
Entering Unmasked Estep 
Score: -20978700.000000 Penalty: 5947.650879
	Iteration 25Q: 3 clusters Score -2.09787e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 148737 members 
Entering Unmasked Estep 
Score: -20978900.000000 Penalty: 5947.650879
	Iteration 26Q: 3 clusters Score -2.09789e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 149641 members 
Entering Unmasked Estep 
Score: -20979188.000000 Penalty: 5947.650879
	Iteration 27Q: 3 clusters Score -2.097919e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 150549 members 
Entering Unmasked Estep 
Score: -20979396.000000 Penalty: 5947.650879
	Iteration 28Q: 3 clusters Score -2.09794e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 151450 members 
Entering Unmasked Estep 
Score: -20979496.000000 Penalty: 5947.650879
	Iteration 29Q: 3 clusters Score -2.09795e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 152313 members 
Entering Unmasked Estep 
Score: -20979694.000000 Penalty: 5947.650879
	Iteration 30Q: 3 clusters Score -2.097969e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 153084 members 
Entering Unmasked Estep 
Score: -20979824.000000 Penalty: 5947.650879
	Iteration 31Q: 3 clusters Score -2.097982e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 153861 members 
Entering Unmasked Estep 
Score: -20980048.000000 Penalty: 5947.650879
	Iteration 32Q: 3 clusters Score -2.098005e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 154576 members 
Entering Unmasked Estep 
Score: -20980200.000000 Penalty: 5947.650879
	Iteration 33Q: 3 clusters Score -2.09802e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 155225 members 
Entering Unmasked Estep 
Score: -20980318.000000 Penalty: 5947.650879
	Iteration 34Q: 3 clusters Score -2.098032e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 155843 members 
Entering Unmasked Estep 
Score: -20980410.000000 Penalty: 5947.650879
	Iteration 35Q: 3 clusters Score -2.098041e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 156409 members 
Entering Unmasked Estep 
Score: -20980496.000000 Penalty: 5947.650879
	Iteration 36Q: 3 clusters Score -2.09805e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 156929 members 
Entering Unmasked Estep 
Score: -20980622.000000 Penalty: 5947.650879
	Iteration 37Q: 3 clusters Score -2.098062e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 157396 members 
Entering Unmasked Estep 
Score: -20980720.000000 Penalty: 5947.650879
	Iteration 38Q: 3 clusters Score -2.098072e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 157798 members 
Entering Unmasked Estep 
Score: -20980838.000000 Penalty: 5947.650879
	Iteration 39Q: 3 clusters Score -2.098084e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 158150 members 
Entering Unmasked Estep 
Score: -20980892.000000 Penalty: 5947.650879
	Iteration 40F: 3 clusters Score -2.098089e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 158426 members 
Entering Unmasked Estep 
Score: -20980924.000000 Penalty: 5947.650879
	Iteration 41Q: 3 clusters Score -2.098092e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 158656 members 
Entering Unmasked Estep 
Score: -20980986.000000 Penalty: 5947.650879
	Iteration 42Q: 3 clusters Score -2.098099e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 158837 members 
Entering Unmasked Estep 
Score: -20981050.000000 Penalty: 5947.650879
	Iteration 43Q: 3 clusters Score -2.098105e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 158989 members 
Entering Unmasked Estep 
Score: -20981086.000000 Penalty: 5947.650879
	Iteration 44Q: 3 clusters Score -2.098109e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 159123 members 
Entering Unmasked Estep 
Score: -20981088.000000 Penalty: 5947.650879
	Iteration 45Q: 3 clusters Score -2.098109e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 159241 members 
Entering Unmasked Estep 
Score: -20981116.000000 Penalty: 5947.650879
	Iteration 46Q: 3 clusters Score -2.098112e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 159353 members 
Entering Unmasked Estep 
Score: -20981162.000000 Penalty: 5947.650879
	Iteration 47Q: 3 clusters Score -2.098116e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 159461 members 
Entering Unmasked Estep 
Score: -20981178.000000 Penalty: 5947.650879
	Iteration 48Q: 3 clusters Score -2.098118e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 159551 members 
Entering Unmasked Estep 
Score: -20981168.000000 Penalty: 5947.650879
	Iteration 49Q: 3 clusters Score -2.098117e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 159629 members 
Entering Unmasked Estep 
Score: -20981202.000000 Penalty: 5947.650879
	Iteration 50Q: 3 clusters Score -2.09812e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 159675 members 
Entering Unmasked Estep 
Score: -20981182.000000 Penalty: 5947.650879
	Iteration 51Q: 3 clusters Score -2.098118e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 159726 members 
Entering Unmasked Estep 
Score: -20981192.000000 Penalty: 5947.650879
	Iteration 52Q: 3 clusters Score -2.098119e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 159760 members 
Entering Unmasked Estep 
Score: -20981210.000000 Penalty: 5947.650879
	Iteration 53Q: 3 clusters Score -2.098121e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 159798 members 
Entering Unmasked Estep 
Score: -20981202.000000 Penalty: 5947.650879
	Iteration 54Q: 3 clusters Score -2.09812e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 159824 members 
Entering Unmasked Estep 
Score: -20981214.000000 Penalty: 5947.650879
	Iteration 55Q: 3 clusters Score -2.098121e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 159843 members 
Entering Unmasked Estep 
Score: -20981216.000000 Penalty: 5947.650879
	Iteration 56Q: 3 clusters Score -2.098122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 159857 members 
Entering Unmasked Estep 
Score: -20981236.000000 Penalty: 5947.650879
	Iteration 57Q: 3 clusters Score -2.098124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 159870 members 
Entering Unmasked Estep 
Score: -20981220.000000 Penalty: 5947.650879
	Iteration 58Q: 3 clusters Score -2.098122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 159878 members 
Entering Unmasked Estep 
Score: -20981224.000000 Penalty: 5947.650879
	Iteration 59Q: 3 clusters Score -2.098122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 159891 members 
Entering Unmasked Estep 
Score: -20981222.000000 Penalty: 5947.650879
	Iteration 60F: 3 clusters Score -2.098122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 159903 members 
Entering Unmasked Estep 
Score: -20981226.000000 Penalty: 5947.650879
	Iteration 61Q: 3 clusters Score -2.098123e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 159919 members 
Entering Unmasked Estep 
Score: -20981236.000000 Penalty: 5947.650879
	Iteration 62Q: 3 clusters Score -2.098124e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 159936 members 
Entering Unmasked Estep 
Score: -20981244.000000 Penalty: 5947.650879
	Iteration 63Q: 3 clusters Score -2.098124e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 159952 members 
Entering Unmasked Estep 
Score: -20981282.000000 Penalty: 5947.650879
	Iteration 64Q: 3 clusters Score -2.098128e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 159972 members 
Entering Unmasked Estep 
Score: -20981274.000000 Penalty: 5947.650879
	Iteration 65Q: 3 clusters Score -2.098127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 159982 members 
Entering Unmasked Estep 
Score: -20981258.000000 Penalty: 5947.650879
	Iteration 66Q: 3 clusters Score -2.098126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 159990 members 
Entering Unmasked Estep 
Score: -20981268.000000 Penalty: 5947.650879
	Iteration 67Q: 3 clusters Score -2.098127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 160002 members 
Entering Unmasked Estep 
Score: -20981274.000000 Penalty: 5947.650879
	Iteration 68Q: 3 clusters Score -2.098127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 160014 members 
Entering Unmasked Estep 
Score: -20981278.000000 Penalty: 5947.650879
	Iteration 69Q: 3 clusters Score -2.098128e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 160027 members 
Entering Unmasked Estep 
Score: -20981268.000000 Penalty: 5947.650879
	Iteration 70Q: 3 clusters Score -2.098127e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 160046 members 
Entering Unmasked Estep 
Score: -20981292.000000 Penalty: 5947.650879
	Iteration 71Q: 3 clusters Score -2.098129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 160061 members 
Entering Unmasked Estep 
Score: -20981278.000000 Penalty: 5947.650879
	Iteration 72Q: 3 clusters Score -2.098128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 160075 members 
Entering Unmasked Estep 
Score: -20981286.000000 Penalty: 5947.650879
	Iteration 73Q: 3 clusters Score -2.098129e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 160096 members 
Entering Unmasked Estep 
Score: -20981292.000000 Penalty: 5947.650879
	Iteration 74Q: 3 clusters Score -2.098129e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 160116 members 
Entering Unmasked Estep 
Score: -20981298.000000 Penalty: 5947.650879
	Iteration 75Q: 3 clusters Score -2.09813e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 160128 members 
Entering Unmasked Estep 
Score: -20981310.000000 Penalty: 5947.650879
	Iteration 76Q: 3 clusters Score -2.098131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 160137 members 
Entering Unmasked Estep 
Score: -20981306.000000 Penalty: 5947.650879
	Iteration 77Q: 3 clusters Score -2.098131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 160146 members 
Entering Unmasked Estep 
Score: -20981322.000000 Penalty: 5947.650879
	Iteration 78Q: 3 clusters Score -2.098132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 160155 members 
Entering Unmasked Estep 
Score: -20981332.000000 Penalty: 5947.650879
	Iteration 79Q: 3 clusters Score -2.098133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 160157 members 
Entering Unmasked Estep 
Score: -20981322.000000 Penalty: 5947.650879
	Iteration 80F: 3 clusters Score -2.098132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 160160 members 
Entering Unmasked Estep 
Score: -20981326.000000 Penalty: 5947.650879
	Iteration 81Q: 3 clusters Score -2.098133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 160162 members 
Entering Unmasked Estep 
Score: -20981318.000000 Penalty: 5947.650879
	Iteration 82Q: 3 clusters Score -2.098132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 160167 members 
Entering Unmasked Estep 
Score: -20981332.000000 Penalty: 5947.650879
	Iteration 83Q: 3 clusters Score -2.098133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 160171 members 
Entering Unmasked Estep 
Score: -20981336.000000 Penalty: 5947.650879
	Iteration 84Q: 3 clusters Score -2.098134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 160173 members 
Entering Unmasked Estep 
Score: -20981346.000000 Penalty: 5947.650879
	Iteration 85Q: 3 clusters Score -2.098135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 160178 members 
Entering Unmasked Estep 
Score: -20981328.000000 Penalty: 5947.650879
	Iteration 86Q: 3 clusters Score -2.098133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 160186 members 
Entering Unmasked Estep 
Score: -20981312.000000 Penalty: 5947.650879
	Iteration 87Q: 3 clusters Score -2.098131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 160189 members 
Entering Unmasked Estep 
Score: -20981322.000000 Penalty: 5947.650879
	Iteration 88Q: 3 clusters Score -2.098132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 160190 members 
Entering Unmasked Estep 
Score: -20981322.000000 Penalty: 5947.650879
	Iteration 89Q: 3 clusters Score -2.098132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 160189 members 
Entering Unmasked Estep 
Score: -20981332.000000 Penalty: 5947.650879
	Iteration 90Q: 3 clusters Score -2.098133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 160187 members 
Entering Unmasked Estep 
Score: -20981330.000000 Penalty: 5947.650879
	Iteration 91Q: 3 clusters Score -2.098133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 160187 members 
Entering Unmasked Estep 
Score: -20981328.000000 Penalty: 5947.650879
	Iteration 92Q: 3 clusters Score -2.098133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 160186 members 
Entering Unmasked Estep 
Score: -20981330.000000 Penalty: 5947.650879
	Iteration 93Q: 3 clusters Score -2.098133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 160187 members 
Entering Unmasked Estep 
Score: -20981336.000000 Penalty: 5947.650879
	Iteration 94Q: 3 clusters Score -2.098134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 160188 members 
Entering Unmasked Estep 
Score: -20981348.000000 Penalty: 5947.650879
	Iteration 95Q: 3 clusters Score -2.098135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 160191 members 
Entering Unmasked Estep 
Score: -20981348.000000 Penalty: 5947.650879
	Iteration 96Q: 3 clusters Score -2.098135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 160195 members 
Entering Unmasked Estep 
Score: -20981346.000000 Penalty: 5947.650879
	Iteration 97Q: 3 clusters Score -2.098135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 160196 members 
Entering Unmasked Estep 
Score: -20981340.000000 Penalty: 5947.650879
	Iteration 98Q: 3 clusters Score -2.098134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 160196 members 
Entering Unmasked Estep 
Score: -20981340.000000 Penalty: 5947.650879
	Iteration 99F: 3 clusters Score -2.098134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (274603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274603 members 
Entering Unmasked Estep 
Score: -35722016.000000 Penalty: 3105.724365
	Iteration 0F: 2 clusters Score -3.572202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137614 members 
Mstep: Class 2 contains 136989 members 
Entering Unmasked Estep 
Score: -35549868.000000 Penalty: 6211.448730
	Iteration 0F: 3 clusters Score -3.554987e+07 nChanged 132663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144433 members 
Mstep: Class 2 contains 130170 members 
Entering Unmasked Estep 
Score: -35628024.000000 Penalty: 6211.448730
	Iteration 1F: 3 clusters Score -3.562802e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148433 members 
Mstep: Class 2 contains 126170 members 
Entering Unmasked Estep 
Score: -35629248.000000 Penalty: 6211.448730
	Iteration 2Q: 3 clusters Score -3.562925e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154641 members 
Mstep: Class 2 contains 119962 members 
Entering Unmasked Estep 
Score: -35630908.000000 Penalty: 6211.448730
	Iteration 3Q: 3 clusters Score -3.563091e+07 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164063 members 
Mstep: Class 2 contains 110540 members 
Entering Unmasked Estep 
Score: -35634384.000000 Penalty: 6211.448730
	Iteration 4Q: 3 clusters Score -3.563438e+07 nChanged 14303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178114 members 
Mstep: Class 2 contains 96489 members 
Entering Unmasked Estep 
Score: -35641088.000000 Penalty: 6211.448730
	Iteration 5F: 3 clusters Score -3.564109e+07 nChanged 19845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197887 members 
Mstep: Class 2 contains 76716 members 
Entering Unmasked Estep 
Score: -35653036.000000 Penalty: 6211.448730
	Iteration 6F: 3 clusters Score -3.565304e+07 nChanged 24234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222105 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -35671496.000000 Penalty: 6211.448730
	Iteration 7F: 3 clusters Score -3.56715e+07 nChanged 23095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245198 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -35690736.000000 Penalty: 6211.448730
	Iteration 8F: 3 clusters Score -3.569074e+07 nChanged 16138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261332 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -35705512.000000 Penalty: 6211.448730
	Iteration 9F: 3 clusters Score -3.570551e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269363 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -35713620.000000 Penalty: 6211.448730
	Iteration 10Q: 3 clusters Score -3.571362e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272580 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -35717000.000000 Penalty: 6211.448730
	Iteration 11Q: 3 clusters Score -3.5717e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273716 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -35718184.000000 Penalty: 6211.448730
	Iteration 12Q: 3 clusters Score -3.571818e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274091 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -35718644.000000 Penalty: 6211.448730
	Iteration 13Q: 3 clusters Score -3.571864e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274231 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -35718836.000000 Penalty: 6211.448730
	Iteration 14Q: 3 clusters Score -3.571884e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274277 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -35718952.000000 Penalty: 6211.448730
	Iteration 15Q: 3 clusters Score -3.571895e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274295 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -35718992.000000 Penalty: 6211.448730
	Iteration 16Q: 3 clusters Score -3.571899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274308 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -35719016.000000 Penalty: 6211.448730
	Iteration 17Q: 3 clusters Score -3.571902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274319 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -35718992.000000 Penalty: 6211.448730
	Iteration 18Q: 3 clusters Score -3.571899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274325 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -35719040.000000 Penalty: 6211.448730
	Iteration 19Q: 3 clusters Score -3.571904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274327 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -35719052.000000 Penalty: 6211.448730
	Iteration 20F: 3 clusters Score -3.571905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274330 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35719068.000000 Penalty: 6211.448730
	Iteration 21Q: 3 clusters Score -3.571907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274330 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35719068.000000 Penalty: 6211.448730
	Iteration 22F: 3 clusters Score -3.571907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Entering Unmasked Estep 
Score: -1666299.250000 Penalty: 2356.320557
	Iteration 0F: 2 clusters Score -1666299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1656507.250000 Penalty: 4712.641113
	Iteration 0F: 3 clusters Score -1656507 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1659506.875000 Penalty: 4712.641113
	Iteration 1F: 3 clusters Score -1659507 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1659947.875000 Penalty: 4712.641113
	Iteration 2F: 3 clusters Score -1659948 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1660284.125000 Penalty: 4712.641113
	Iteration 3F: 3 clusters Score -1660284 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1660603.875000 Penalty: 4712.641113
	Iteration 4Q: 3 clusters Score -1660604 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1660898.000000 Penalty: 4712.641113
	Iteration 5Q: 3 clusters Score -1660898 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1661166.375000 Penalty: 4712.641113
	Iteration 6Q: 3 clusters Score -1661166 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1661430.375000 Penalty: 4712.641113
	Iteration 7Q: 3 clusters Score -1661430 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1661637.000000 Penalty: 4712.641113
	Iteration 8Q: 3 clusters Score -1661637 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1661820.625000 Penalty: 4712.641113
	Iteration 9Q: 3 clusters Score -1661821 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1661975.500000 Penalty: 4712.641113
	Iteration 10Q: 3 clusters Score -1661976 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1662105.250000 Penalty: 4712.641113
	Iteration 11Q: 3 clusters Score -1662105 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1662210.375000 Penalty: 4712.641113
	Iteration 12Q: 3 clusters Score -1662210 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1662305.000000 Penalty: 4712.641113
	Iteration 13Q: 3 clusters Score -1662305 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1662389.375000 Penalty: 4712.641113
	Iteration 14Q: 3 clusters Score -1662389 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1662470.625000 Penalty: 4712.641113
	Iteration 15Q: 3 clusters Score -1662471 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1662533.125000 Penalty: 4712.641113
	Iteration 16Q: 3 clusters Score -1662533 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1662597.875000 Penalty: 4712.641113
	Iteration 17Q: 3 clusters Score -1662598 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1662662.500000 Penalty: 4712.641113
	Iteration 18Q: 3 clusters Score -1662662 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1662739.125000 Penalty: 4712.641113
	Iteration 19Q: 3 clusters Score -1662739 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1662807.250000 Penalty: 4712.641113
	Iteration 20F: 3 clusters Score -1662807 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1662901.500000 Penalty: 4712.641113
	Iteration 21Q: 3 clusters Score -1662902 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1663016.000000 Penalty: 4712.641113
	Iteration 22Q: 3 clusters Score -1663016 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1663120.250000 Penalty: 4712.641113
	Iteration 23Q: 3 clusters Score -1663120 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1663237.500000 Penalty: 4712.641113
	Iteration 24Q: 3 clusters Score -1663238 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1663394.500000 Penalty: 4712.641113
	Iteration 25Q: 3 clusters Score -1663394 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1663553.000000 Penalty: 4712.641113
	Iteration 26Q: 3 clusters Score -1663553 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1663688.250000 Penalty: 4712.641113
	Iteration 27Q: 3 clusters Score -1663688 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1663809.000000 Penalty: 4712.641113
	Iteration 28Q: 3 clusters Score -1663809 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1663901.375000 Penalty: 4712.641113
	Iteration 29Q: 3 clusters Score -1663901 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1663995.625000 Penalty: 4712.641113
	Iteration 30Q: 3 clusters Score -1663996 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1664075.500000 Penalty: 4712.641113
	Iteration 31Q: 3 clusters Score -1664076 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1664135.625000 Penalty: 4712.641113
	Iteration 32Q: 3 clusters Score -1664136 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1664176.250000 Penalty: 4712.641113
	Iteration 33Q: 3 clusters Score -1664176 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1664213.875000 Penalty: 4712.641113
	Iteration 34Q: 3 clusters Score -1664214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1664233.625000 Penalty: 4712.641113
	Iteration 35Q: 3 clusters Score -1664234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1664258.125000 Penalty: 4712.641113
	Iteration 36Q: 3 clusters Score -1664258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1664274.875000 Penalty: 4712.641113
	Iteration 37Q: 3 clusters Score -1664275 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1664290.250000 Penalty: 4712.641113
	Iteration 38Q: 3 clusters Score -1664290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1664303.625000 Penalty: 4712.641113
	Iteration 39Q: 3 clusters Score -1664304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1664321.625000 Penalty: 4712.641113
	Iteration 40F: 3 clusters Score -1664322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1664331.375000 Penalty: 4712.641113
	Iteration 41Q: 3 clusters Score -1664331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1664340.125000 Penalty: 4712.641113
	Iteration 42Q: 3 clusters Score -1664340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1664349.375000 Penalty: 4712.641113
	Iteration 43Q: 3 clusters Score -1664349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1664354.250000 Penalty: 4712.641113
	Iteration 44Q: 3 clusters Score -1664354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1664363.125000 Penalty: 4712.641113
	Iteration 45Q: 3 clusters Score -1664363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1664365.750000 Penalty: 4712.641113
	Iteration 46Q: 3 clusters Score -1664366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1664363.750000 Penalty: 4712.641113
	Iteration 47Q: 3 clusters Score -1664364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1664366.750000 Penalty: 4712.641113
	Iteration 48Q: 3 clusters Score -1664367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1664368.375000 Penalty: 4712.641113
	Iteration 49Q: 3 clusters Score -1664368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1664370.375000 Penalty: 4712.641113
	Iteration 50Q: 3 clusters Score -1664370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1664370.750000 Penalty: 4712.641113
	Iteration 51Q: 3 clusters Score -1664371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1664374.250000 Penalty: 4712.641113
	Iteration 52Q: 3 clusters Score -1664374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1664375.500000 Penalty: 4712.641113
	Iteration 53Q: 3 clusters Score -1664376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1664378.000000 Penalty: 4712.641113
	Iteration 54Q: 3 clusters Score -1664378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1664383.000000 Penalty: 4712.641113
	Iteration 55Q: 3 clusters Score -1664383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1664384.625000 Penalty: 4712.641113
	Iteration 56Q: 3 clusters Score -1664385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1664386.500000 Penalty: 4712.641113
	Iteration 57Q: 3 clusters Score -1664386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1664389.250000 Penalty: 4712.641113
	Iteration 58Q: 3 clusters Score -1664389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1664391.875000 Penalty: 4712.641113
	Iteration 59Q: 3 clusters Score -1664392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1664391.750000 Penalty: 4712.641113
	Iteration 60F: 3 clusters Score -1664392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1664394.875000 Penalty: 4712.641113
	Iteration 61Q: 3 clusters Score -1664395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1664397.875000 Penalty: 4712.641113
	Iteration 62Q: 3 clusters Score -1664398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1664395.000000 Penalty: 4712.641113
	Iteration 63Q: 3 clusters Score -1664395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1664395.000000 Penalty: 4712.641113
	Iteration 64F: 3 clusters Score -1664395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -112053.062500 Penalty: 1716.571167
	Iteration 0F: 2 clusters Score -112053.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -110136.796875 Penalty: 3433.142334
	Iteration 0F: 3 clusters Score -110136.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -110484.804688 Penalty: 3433.142334
	Iteration 1F: 3 clusters Score -110484.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -110630.929688 Penalty: 3433.142334
	Iteration 2F: 3 clusters Score -110630.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -110759.125000 Penalty: 3433.142334
	Iteration 3F: 3 clusters Score -110759.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -110908.328125 Penalty: 3433.142334
	Iteration 4Q: 3 clusters Score -110908.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -111095.945312 Penalty: 3433.142334
	Iteration 5Q: 3 clusters Score -111095.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -111326.117188 Penalty: 3433.142334
	Iteration 6F: 3 clusters Score -111326.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -111639.664062 Penalty: 3433.142334
	Iteration 7F: 3 clusters Score -111639.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -112170.335938 Penalty: 3433.142334
	Iteration 8F: 3 clusters Score -112170.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -112650.132812 Penalty: 3433.142334
	Iteration 9F: 3 clusters Score -112650.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -113009.359375 Penalty: 3433.142334
	Iteration 10F: 3 clusters Score -113009.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -113149.500000 Penalty: 3433.142334
	Iteration 11Q: 3 clusters Score -113149.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -113182.289062 Penalty: 3433.142334
	Iteration 12Q: 3 clusters Score -113182.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -113221.140625 Penalty: 3433.142334
	Iteration 13Q: 3 clusters Score -113221.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113272.468750 Penalty: 3433.142334
	Iteration 14Q: 3 clusters Score -113272.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -113290.187500 Penalty: 3433.142334
	Iteration 15Q: 3 clusters Score -113290.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -113314.914062 Penalty: 3433.142334
	Iteration 16Q: 3 clusters Score -113314.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -113327.437500 Penalty: 3433.142334
	Iteration 17Q: 3 clusters Score -113327.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -113342.054688 Penalty: 3433.142334
	Iteration 18Q: 3 clusters Score -113342.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -113345.890625 Penalty: 3433.142334
	Iteration 19Q: 3 clusters Score -113345.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -113345.890625 Penalty: 3433.142334
	Iteration 20F: 3 clusters Score -113345.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161334 members 
Mstep: Class 5 contains 274603 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36690 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43887 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 13638 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Mstep: Class 27 contains 437 members 
Entering Unmasked Estep 
Score: -90828240.000000 Penalty: 90278.039062
Splitting cluster 7 changes total score from -90828624.000000 to -90828240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -291535.156250 Penalty: 1920.868042
	Iteration 0F: 2 clusters Score -291535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -288673.968750 Penalty: 3841.736084
	Iteration 0F: 3 clusters Score -288674 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -289179.156250 Penalty: 3841.736084
	Iteration 1F: 3 clusters Score -289179.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -289299.562500 Penalty: 3841.736084
	Iteration 2F: 3 clusters Score -289299.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -289376.531250 Penalty: 3841.736084
	Iteration 3Q: 3 clusters Score -289376.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -289427.656250 Penalty: 3841.736084
	Iteration 4Q: 3 clusters Score -289427.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -289454.156250 Penalty: 3841.736084
	Iteration 5Q: 3 clusters Score -289454.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -289477.625000 Penalty: 3841.736084
	Iteration 6Q: 3 clusters Score -289477.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -289499.750000 Penalty: 3841.736084
	Iteration 7Q: 3 clusters Score -289499.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -289516.593750 Penalty: 3841.736084
	Iteration 8Q: 3 clusters Score -289516.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -289526.656250 Penalty: 3841.736084
	Iteration 9Q: 3 clusters Score -289526.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -289535.093750 Penalty: 3841.736084
	Iteration 10Q: 3 clusters Score -289535.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -289544.250000 Penalty: 3841.736084
	Iteration 11Q: 3 clusters Score -289544.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -289554.093750 Penalty: 3841.736084
	Iteration 12Q: 3 clusters Score -289554.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -289563.343750 Penalty: 3841.736084
	Iteration 13Q: 3 clusters Score -289563.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -289571.468750 Penalty: 3841.736084
	Iteration 14Q: 3 clusters Score -289571.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -289579.250000 Penalty: 3841.736084
	Iteration 15Q: 3 clusters Score -289579.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -289586.500000 Penalty: 3841.736084
	Iteration 16Q: 3 clusters Score -289586.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -289588.500000 Penalty: 3841.736084
	Iteration 17Q: 3 clusters Score -289588.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -289592.937500 Penalty: 3841.736084
	Iteration 18Q: 3 clusters Score -289592.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -289597.125000 Penalty: 3841.736084
	Iteration 19Q: 3 clusters Score -289597.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -289602.281250 Penalty: 3841.736084
	Iteration 20F: 3 clusters Score -289602.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -289606.781250 Penalty: 3841.736084
	Iteration 21Q: 3 clusters Score -289606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -289607.750000 Penalty: 3841.736084
	Iteration 22Q: 3 clusters Score -289607.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -289607.750000 Penalty: 3841.736084
	Iteration 23F: 3 clusters Score -289607.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -290179.625000 Penalty: 1919.145020
	Iteration 0F: 2 clusters Score -290179.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -287372.281250 Penalty: 3838.290039
	Iteration 0F: 3 clusters Score -287372.3 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -287841.281250 Penalty: 3838.290039
	Iteration 1F: 3 clusters Score -287841.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -287968.218750 Penalty: 3838.290039
	Iteration 2F: 3 clusters Score -287968.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -288045.468750 Penalty: 3838.290039
	Iteration 3Q: 3 clusters Score -288045.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -288091.937500 Penalty: 3838.290039
	Iteration 4Q: 3 clusters Score -288091.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -288114.500000 Penalty: 3838.290039
	Iteration 5Q: 3 clusters Score -288114.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -288133.000000 Penalty: 3838.290039
	Iteration 6Q: 3 clusters Score -288133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -288148.531250 Penalty: 3838.290039
	Iteration 7Q: 3 clusters Score -288148.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -288158.468750 Penalty: 3838.290039
	Iteration 8Q: 3 clusters Score -288158.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -288171.000000 Penalty: 3838.290039
	Iteration 9Q: 3 clusters Score -288171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -288178.093750 Penalty: 3838.290039
	Iteration 10Q: 3 clusters Score -288178.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -288182.218750 Penalty: 3838.290039
	Iteration 11Q: 3 clusters Score -288182.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -288186.187500 Penalty: 3838.290039
	Iteration 12Q: 3 clusters Score -288186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -288188.718750 Penalty: 3838.290039
	Iteration 13Q: 3 clusters Score -288188.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -288190.031250 Penalty: 3838.290039
	Iteration 14Q: 3 clusters Score -288190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -288190.437500 Penalty: 3838.290039
	Iteration 15Q: 3 clusters Score -288190.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -288191.187500 Penalty: 3838.290039
	Iteration 16Q: 3 clusters Score -288191.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -288191.187500 Penalty: 3838.290039
	Iteration 17F: 3 clusters Score -288191.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Entering Unmasked Estep 
Score: -6968465.500000 Penalty: 2704.922607
	Iteration 0F: 2 clusters Score -6968466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -6931732.500000 Penalty: 5409.845215
	Iteration 0F: 3 clusters Score -6931732 nChanged 25258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -6945765.000000 Penalty: 5409.845215
	Iteration 1F: 3 clusters Score -6945765 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -6946278.500000 Penalty: 5409.845215
	Iteration 2Q: 3 clusters Score -6946278 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -6946824.000000 Penalty: 5409.845215
	Iteration 3Q: 3 clusters Score -6946824 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -6947297.500000 Penalty: 5409.845215
	Iteration 4Q: 3 clusters Score -6947298 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -6947881.000000 Penalty: 5409.845215
	Iteration 5Q: 3 clusters Score -6947881 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -6948681.000000 Penalty: 5409.845215
	Iteration 6Q: 3 clusters Score -6948681 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -6949838.500000 Penalty: 5409.845215
	Iteration 7Q: 3 clusters Score -6949838 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -6951623.500000 Penalty: 5409.845215
	Iteration 8F: 3 clusters Score -6951624 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -6954427.500000 Penalty: 5409.845215
	Iteration 9F: 3 clusters Score -6954428 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -6958111.000000 Penalty: 5409.845215
	Iteration 10F: 3 clusters Score -6958111 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -6961902.500000 Penalty: 5409.845215
	Iteration 11F: 3 clusters Score -6961902 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -6964495.000000 Penalty: 5409.845215
	Iteration 12Q: 3 clusters Score -6964495 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -6965664.000000 Penalty: 5409.845215
	Iteration 13Q: 3 clusters Score -6965664 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -6966138.500000 Penalty: 5409.845215
	Iteration 14Q: 3 clusters Score -6966138 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -6966328.000000 Penalty: 5409.845215
	Iteration 15Q: 3 clusters Score -6966328 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -6966404.000000 Penalty: 5409.845215
	Iteration 16Q: 3 clusters Score -6966404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -6966439.000000 Penalty: 5409.845215
	Iteration 17Q: 3 clusters Score -6966439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -6966465.000000 Penalty: 5409.845215
	Iteration 18Q: 3 clusters Score -6966465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -6966469.000000 Penalty: 5409.845215
	Iteration 19Q: 3 clusters Score -6966469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -6966477.500000 Penalty: 5409.845215
	Iteration 20F: 3 clusters Score -6966478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -6966469.500000 Penalty: 5409.845215
	Iteration 21Q: 3 clusters Score -6966470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 54160 members 
Entering Unmasked Estep 
Score: -6966477.500000 Penalty: 5409.845215
	Iteration 22Q: 3 clusters Score -6966478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 54160 members 
Entering Unmasked Estep 
Score: -6966477.500000 Penalty: 5409.845215
	Iteration 23F: 3 clusters Score -6966478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Entering Unmasked Estep 
Score: -674784.437500 Penalty: 2120.987061
	Iteration 0F: 2 clusters Score -674784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -670166.062500 Penalty: 4241.974121
	Iteration 0F: 3 clusters Score -670166.1 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -671266.375000 Penalty: 4241.974121
	Iteration 1F: 3 clusters Score -671266.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -671461.312500 Penalty: 4241.974121
	Iteration 2F: 3 clusters Score -671461.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -671599.062500 Penalty: 4241.974121
	Iteration 3Q: 3 clusters Score -671599.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -671698.375000 Penalty: 4241.974121
	Iteration 4Q: 3 clusters Score -671698.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -671776.500000 Penalty: 4241.974121
	Iteration 5Q: 3 clusters Score -671776.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -671840.000000 Penalty: 4241.974121
	Iteration 6Q: 3 clusters Score -671840 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -671888.062500 Penalty: 4241.974121
	Iteration 7Q: 3 clusters Score -671888.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -671940.312500 Penalty: 4241.974121
	Iteration 8Q: 3 clusters Score -671940.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -671983.000000 Penalty: 4241.974121
	Iteration 9Q: 3 clusters Score -671983 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -672029.125000 Penalty: 4241.974121
	Iteration 10Q: 3 clusters Score -672029.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -672066.687500 Penalty: 4241.974121
	Iteration 11Q: 3 clusters Score -672066.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -672099.250000 Penalty: 4241.974121
	Iteration 12Q: 3 clusters Score -672099.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -672133.000000 Penalty: 4241.974121
	Iteration 13Q: 3 clusters Score -672133 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -672176.937500 Penalty: 4241.974121
	Iteration 14Q: 3 clusters Score -672176.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -672218.375000 Penalty: 4241.974121
	Iteration 15Q: 3 clusters Score -672218.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -672260.125000 Penalty: 4241.974121
	Iteration 16Q: 3 clusters Score -672260.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -672300.500000 Penalty: 4241.974121
	Iteration 17Q: 3 clusters Score -672300.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -672343.750000 Penalty: 4241.974121
	Iteration 18Q: 3 clusters Score -672343.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -672383.687500 Penalty: 4241.974121
	Iteration 19Q: 3 clusters Score -672383.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -672418.437500 Penalty: 4241.974121
	Iteration 20F: 3 clusters Score -672418.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -672444.750000 Penalty: 4241.974121
	Iteration 21Q: 3 clusters Score -672444.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -672477.062500 Penalty: 4241.974121
	Iteration 22Q: 3 clusters Score -672477.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -672500.062500 Penalty: 4241.974121
	Iteration 23Q: 3 clusters Score -672500.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -672532.312500 Penalty: 4241.974121
	Iteration 24Q: 3 clusters Score -672532.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -672560.562500 Penalty: 4241.974121
	Iteration 25Q: 3 clusters Score -672560.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -672576.937500 Penalty: 4241.974121
	Iteration 26Q: 3 clusters Score -672576.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -672590.437500 Penalty: 4241.974121
	Iteration 27Q: 3 clusters Score -672590.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -672605.562500 Penalty: 4241.974121
	Iteration 28Q: 3 clusters Score -672605.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -672621.687500 Penalty: 4241.974121
	Iteration 29Q: 3 clusters Score -672621.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -672638.750000 Penalty: 4241.974121
	Iteration 30Q: 3 clusters Score -672638.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -672657.625000 Penalty: 4241.974121
	Iteration 31Q: 3 clusters Score -672657.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -672674.937500 Penalty: 4241.974121
	Iteration 32Q: 3 clusters Score -672674.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -672689.062500 Penalty: 4241.974121
	Iteration 33Q: 3 clusters Score -672689.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -672699.750000 Penalty: 4241.974121
	Iteration 34Q: 3 clusters Score -672699.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -672709.000000 Penalty: 4241.974121
	Iteration 35Q: 3 clusters Score -672709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -672720.625000 Penalty: 4241.974121
	Iteration 36Q: 3 clusters Score -672720.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -672731.500000 Penalty: 4241.974121
	Iteration 37Q: 3 clusters Score -672731.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -672738.937500 Penalty: 4241.974121
	Iteration 38Q: 3 clusters Score -672738.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -672746.062500 Penalty: 4241.974121
	Iteration 39Q: 3 clusters Score -672746.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -672752.125000 Penalty: 4241.974121
	Iteration 40F: 3 clusters Score -672752.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -672759.625000 Penalty: 4241.974121
	Iteration 41Q: 3 clusters Score -672759.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -672763.562500 Penalty: 4241.974121
	Iteration 42Q: 3 clusters Score -672763.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -672771.125000 Penalty: 4241.974121
	Iteration 43Q: 3 clusters Score -672771.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -672773.500000 Penalty: 4241.974121
	Iteration 44Q: 3 clusters Score -672773.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -672776.625000 Penalty: 4241.974121
	Iteration 45Q: 3 clusters Score -672776.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -672779.062500 Penalty: 4241.974121
	Iteration 46Q: 3 clusters Score -672779.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -672781.250000 Penalty: 4241.974121
	Iteration 47Q: 3 clusters Score -672781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -672784.750000 Penalty: 4241.974121
	Iteration 48Q: 3 clusters Score -672784.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -672785.562500 Penalty: 4241.974121
	Iteration 49Q: 3 clusters Score -672785.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -672787.875000 Penalty: 4241.974121
	Iteration 50Q: 3 clusters Score -672787.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -672791.187500 Penalty: 4241.974121
	Iteration 51Q: 3 clusters Score -672791.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -672793.250000 Penalty: 4241.974121
	Iteration 52Q: 3 clusters Score -672793.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -672795.562500 Penalty: 4241.974121
	Iteration 53Q: 3 clusters Score -672795.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -672799.312500 Penalty: 4241.974121
	Iteration 54Q: 3 clusters Score -672799.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -672802.562500 Penalty: 4241.974121
	Iteration 55Q: 3 clusters Score -672802.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -672804.437500 Penalty: 4241.974121
	Iteration 56Q: 3 clusters Score -672804.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -672807.250000 Penalty: 4241.974121
	Iteration 57Q: 3 clusters Score -672807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -672808.562500 Penalty: 4241.974121
	Iteration 58Q: 3 clusters Score -672808.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -672811.062500 Penalty: 4241.974121
	Iteration 59Q: 3 clusters Score -672811.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -672812.750000 Penalty: 4241.974121
	Iteration 60F: 3 clusters Score -672812.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -672814.937500 Penalty: 4241.974121
	Iteration 61Q: 3 clusters Score -672814.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -672819.875000 Penalty: 4241.974121
	Iteration 62Q: 3 clusters Score -672819.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -672829.187500 Penalty: 4241.974121
	Iteration 63Q: 3 clusters Score -672829.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -672836.125000 Penalty: 4241.974121
	Iteration 64Q: 3 clusters Score -672836.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -672844.625000 Penalty: 4241.974121
	Iteration 65Q: 3 clusters Score -672844.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -672847.875000 Penalty: 4241.974121
	Iteration 66Q: 3 clusters Score -672847.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -672853.562500 Penalty: 4241.974121
	Iteration 67Q: 3 clusters Score -672853.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -672858.000000 Penalty: 4241.974121
	Iteration 68Q: 3 clusters Score -672858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -672863.312500 Penalty: 4241.974121
	Iteration 69Q: 3 clusters Score -672863.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -672866.875000 Penalty: 4241.974121
	Iteration 70Q: 3 clusters Score -672866.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -672875.750000 Penalty: 4241.974121
	Iteration 71Q: 3 clusters Score -672875.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -672884.187500 Penalty: 4241.974121
	Iteration 72Q: 3 clusters Score -672884.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -672890.062500 Penalty: 4241.974121
	Iteration 73Q: 3 clusters Score -672890.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -672896.000000 Penalty: 4241.974121
	Iteration 74Q: 3 clusters Score -672896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -672900.000000 Penalty: 4241.974121
	Iteration 75Q: 3 clusters Score -672900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -672901.125000 Penalty: 4241.974121
	Iteration 76Q: 3 clusters Score -672901.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -672903.500000 Penalty: 4241.974121
	Iteration 77Q: 3 clusters Score -672903.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -672905.437500 Penalty: 4241.974121
	Iteration 78Q: 3 clusters Score -672905.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -672909.125000 Penalty: 4241.974121
	Iteration 79Q: 3 clusters Score -672909.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -672909.125000 Penalty: 4241.974121
	Iteration 80F: 3 clusters Score -672909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -672909.125000 Penalty: 4241.974121
	Iteration 81Q: 3 clusters Score -672909.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -672909.187500 Penalty: 4241.974121
	Iteration 82Q: 3 clusters Score -672909.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -672909.187500 Penalty: 4241.974121
	Iteration 83F: 3 clusters Score -672909.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Entering Unmasked Estep 
Score: -1393920.875000 Penalty: 2310.000977
	Iteration 0F: 2 clusters Score -1393921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1385652.875000 Penalty: 4620.001953
	Iteration 0F: 3 clusters Score -1385653 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1388104.500000 Penalty: 4620.001953
	Iteration 1F: 3 clusters Score -1388104 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1388403.250000 Penalty: 4620.001953
	Iteration 2F: 3 clusters Score -1388403 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1388596.375000 Penalty: 4620.001953
	Iteration 3Q: 3 clusters Score -1388596 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1388745.375000 Penalty: 4620.001953
	Iteration 4Q: 3 clusters Score -1388745 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1388866.125000 Penalty: 4620.001953
	Iteration 5Q: 3 clusters Score -1388866 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1388968.375000 Penalty: 4620.001953
	Iteration 6Q: 3 clusters Score -1388968 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1389061.250000 Penalty: 4620.001953
	Iteration 7Q: 3 clusters Score -1389061 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1389146.000000 Penalty: 4620.001953
	Iteration 8Q: 3 clusters Score -1389146 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1389235.250000 Penalty: 4620.001953
	Iteration 9Q: 3 clusters Score -1389235 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1389319.375000 Penalty: 4620.001953
	Iteration 10Q: 3 clusters Score -1389319 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1389417.125000 Penalty: 4620.001953
	Iteration 11Q: 3 clusters Score -1389417 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1389549.750000 Penalty: 4620.001953
	Iteration 12Q: 3 clusters Score -1389550 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1389675.500000 Penalty: 4620.001953
	Iteration 13Q: 3 clusters Score -1389676 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1389815.250000 Penalty: 4620.001953
	Iteration 14Q: 3 clusters Score -1389815 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1389953.625000 Penalty: 4620.001953
	Iteration 15Q: 3 clusters Score -1389954 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1390091.375000 Penalty: 4620.001953
	Iteration 16Q: 3 clusters Score -1390091 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1390224.625000 Penalty: 4620.001953
	Iteration 17Q: 3 clusters Score -1390225 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1390332.000000 Penalty: 4620.001953
	Iteration 18Q: 3 clusters Score -1390332 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1390444.500000 Penalty: 4620.001953
	Iteration 19Q: 3 clusters Score -1390444 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1390571.125000 Penalty: 4620.001953
	Iteration 20F: 3 clusters Score -1390571 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1390707.125000 Penalty: 4620.001953
	Iteration 21Q: 3 clusters Score -1390707 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1390845.000000 Penalty: 4620.001953
	Iteration 22Q: 3 clusters Score -1390845 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1390984.625000 Penalty: 4620.001953
	Iteration 23Q: 3 clusters Score -1390985 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1391107.875000 Penalty: 4620.001953
	Iteration 24Q: 3 clusters Score -1391108 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1391214.750000 Penalty: 4620.001953
	Iteration 25Q: 3 clusters Score -1391215 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1391336.875000 Penalty: 4620.001953
	Iteration 26Q: 3 clusters Score -1391337 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1391467.000000 Penalty: 4620.001953
	Iteration 27Q: 3 clusters Score -1391467 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1391582.875000 Penalty: 4620.001953
	Iteration 28Q: 3 clusters Score -1391583 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1391664.000000 Penalty: 4620.001953
	Iteration 29Q: 3 clusters Score -1391664 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1391727.250000 Penalty: 4620.001953
	Iteration 30Q: 3 clusters Score -1391727 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1391778.000000 Penalty: 4620.001953
	Iteration 31Q: 3 clusters Score -1391778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1391810.875000 Penalty: 4620.001953
	Iteration 32Q: 3 clusters Score -1391811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1391833.750000 Penalty: 4620.001953
	Iteration 33Q: 3 clusters Score -1391834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1391852.875000 Penalty: 4620.001953
	Iteration 34Q: 3 clusters Score -1391853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1391861.125000 Penalty: 4620.001953
	Iteration 35Q: 3 clusters Score -1391861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1391866.875000 Penalty: 4620.001953
	Iteration 36Q: 3 clusters Score -1391867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1391873.125000 Penalty: 4620.001953
	Iteration 37Q: 3 clusters Score -1391873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1391877.125000 Penalty: 4620.001953
	Iteration 38Q: 3 clusters Score -1391877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1391883.125000 Penalty: 4620.001953
	Iteration 39Q: 3 clusters Score -1391883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1391888.750000 Penalty: 4620.001953
	Iteration 40F: 3 clusters Score -1391889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1391894.750000 Penalty: 4620.001953
	Iteration 41Q: 3 clusters Score -1391895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1391900.125000 Penalty: 4620.001953
	Iteration 42Q: 3 clusters Score -1391900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1391899.500000 Penalty: 4620.001953
	Iteration 43Q: 3 clusters Score -1391900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1391901.750000 Penalty: 4620.001953
	Iteration 44Q: 3 clusters Score -1391902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1391905.000000 Penalty: 4620.001953
	Iteration 45Q: 3 clusters Score -1391905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1391905.750000 Penalty: 4620.001953
	Iteration 46Q: 3 clusters Score -1391906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1391910.250000 Penalty: 4620.001953
	Iteration 47Q: 3 clusters Score -1391910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1391908.750000 Penalty: 4620.001953
	Iteration 48Q: 3 clusters Score -1391909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1391908.750000 Penalty: 4620.001953
	Iteration 49F: 3 clusters Score -1391909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Entering Unmasked Estep 
Score: -725389.187500 Penalty: 2137.563721
	Iteration 0F: 2 clusters Score -725389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -720516.687500 Penalty: 4275.127441
	Iteration 0F: 3 clusters Score -720516.7 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -721622.625000 Penalty: 4275.127441
	Iteration 1F: 3 clusters Score -721622.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -721846.937500 Penalty: 4275.127441
	Iteration 2F: 3 clusters Score -721846.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -721996.125000 Penalty: 4275.127441
	Iteration 3Q: 3 clusters Score -721996.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -722110.375000 Penalty: 4275.127441
	Iteration 4Q: 3 clusters Score -722110.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -722193.437500 Penalty: 4275.127441
	Iteration 5Q: 3 clusters Score -722193.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -722246.812500 Penalty: 4275.127441
	Iteration 6Q: 3 clusters Score -722246.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -722306.750000 Penalty: 4275.127441
	Iteration 7Q: 3 clusters Score -722306.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -722368.625000 Penalty: 4275.127441
	Iteration 8Q: 3 clusters Score -722368.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -722449.000000 Penalty: 4275.127441
	Iteration 9Q: 3 clusters Score -722449 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -722531.375000 Penalty: 4275.127441
	Iteration 10Q: 3 clusters Score -722531.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -722618.375000 Penalty: 4275.127441
	Iteration 11Q: 3 clusters Score -722618.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -722711.000000 Penalty: 4275.127441
	Iteration 12Q: 3 clusters Score -722711 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -722800.750000 Penalty: 4275.127441
	Iteration 13Q: 3 clusters Score -722800.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -722881.437500 Penalty: 4275.127441
	Iteration 14Q: 3 clusters Score -722881.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -722968.500000 Penalty: 4275.127441
	Iteration 15Q: 3 clusters Score -722968.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -723053.937500 Penalty: 4275.127441
	Iteration 16Q: 3 clusters Score -723053.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -723129.000000 Penalty: 4275.127441
	Iteration 17Q: 3 clusters Score -723129 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -723202.000000 Penalty: 4275.127441
	Iteration 18Q: 3 clusters Score -723202 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -723258.250000 Penalty: 4275.127441
	Iteration 19Q: 3 clusters Score -723258.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -723301.187500 Penalty: 4275.127441
	Iteration 20F: 3 clusters Score -723301.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -723329.312500 Penalty: 4275.127441
	Iteration 21Q: 3 clusters Score -723329.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -723350.062500 Penalty: 4275.127441
	Iteration 22Q: 3 clusters Score -723350.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -723361.125000 Penalty: 4275.127441
	Iteration 23Q: 3 clusters Score -723361.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -723370.187500 Penalty: 4275.127441
	Iteration 24Q: 3 clusters Score -723370.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -723380.187500 Penalty: 4275.127441
	Iteration 25Q: 3 clusters Score -723380.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -723389.562500 Penalty: 4275.127441
	Iteration 26Q: 3 clusters Score -723389.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -723397.562500 Penalty: 4275.127441
	Iteration 27Q: 3 clusters Score -723397.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -723402.562500 Penalty: 4275.127441
	Iteration 28Q: 3 clusters Score -723402.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -723409.625000 Penalty: 4275.127441
	Iteration 29Q: 3 clusters Score -723409.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -723416.625000 Penalty: 4275.127441
	Iteration 30Q: 3 clusters Score -723416.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -723425.187500 Penalty: 4275.127441
	Iteration 31Q: 3 clusters Score -723425.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -723435.062500 Penalty: 4275.127441
	Iteration 32Q: 3 clusters Score -723435.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -723442.687500 Penalty: 4275.127441
	Iteration 33Q: 3 clusters Score -723442.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -723446.500000 Penalty: 4275.127441
	Iteration 34Q: 3 clusters Score -723446.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -723454.125000 Penalty: 4275.127441
	Iteration 35Q: 3 clusters Score -723454.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -723459.812500 Penalty: 4275.127441
	Iteration 36Q: 3 clusters Score -723459.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -723469.812500 Penalty: 4275.127441
	Iteration 37Q: 3 clusters Score -723469.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -723478.812500 Penalty: 4275.127441
	Iteration 38Q: 3 clusters Score -723478.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -723483.750000 Penalty: 4275.127441
	Iteration 39Q: 3 clusters Score -723483.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -723488.500000 Penalty: 4275.127441
	Iteration 40F: 3 clusters Score -723488.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -723493.437500 Penalty: 4275.127441
	Iteration 41Q: 3 clusters Score -723493.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -723503.875000 Penalty: 4275.127441
	Iteration 42Q: 3 clusters Score -723503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -723504.875000 Penalty: 4275.127441
	Iteration 43Q: 3 clusters Score -723504.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -723507.062500 Penalty: 4275.127441
	Iteration 44Q: 3 clusters Score -723507.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -723507.062500 Penalty: 4275.127441
	Iteration 45F: 3 clusters Score -723507.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Entering Unmasked Estep 
Score: -4794958.000000 Penalty: 2606.544434
	Iteration 0F: 2 clusters Score -4794958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -4770035.000000 Penalty: 5213.088867
	Iteration 0F: 3 clusters Score -4770035 nChanged 16736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -4779204.000000 Penalty: 5213.088867
	Iteration 1F: 3 clusters Score -4779204 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -4779784.500000 Penalty: 5213.088867
	Iteration 2Q: 3 clusters Score -4779784 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -4780312.500000 Penalty: 5213.088867
	Iteration 3Q: 3 clusters Score -4780312 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -4780928.500000 Penalty: 5213.088867
	Iteration 4Q: 3 clusters Score -4780928 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -4781640.000000 Penalty: 5213.088867
	Iteration 5Q: 3 clusters Score -4781640 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -4782458.500000 Penalty: 5213.088867
	Iteration 6Q: 3 clusters Score -4782458 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -4783535.000000 Penalty: 5213.088867
	Iteration 7Q: 3 clusters Score -4783535 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -4784805.500000 Penalty: 5213.088867
	Iteration 8F: 3 clusters Score -4784806 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -4786381.000000 Penalty: 5213.088867
	Iteration 9F: 3 clusters Score -4786381 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -4788002.500000 Penalty: 5213.088867
	Iteration 10F: 3 clusters Score -4788002 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -4789536.500000 Penalty: 5213.088867
	Iteration 11F: 3 clusters Score -4789536 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -4790674.500000 Penalty: 5213.088867
	Iteration 12Q: 3 clusters Score -4790674 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -4791489.500000 Penalty: 5213.088867
	Iteration 13Q: 3 clusters Score -4791490 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -4791991.500000 Penalty: 5213.088867
	Iteration 14Q: 3 clusters Score -4791992 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -4792267.500000 Penalty: 5213.088867
	Iteration 15Q: 3 clusters Score -4792268 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -4792447.500000 Penalty: 5213.088867
	Iteration 16Q: 3 clusters Score -4792448 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -4792553.000000 Penalty: 5213.088867
	Iteration 17Q: 3 clusters Score -4792553 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -4792614.500000 Penalty: 5213.088867
	Iteration 18Q: 3 clusters Score -4792614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -4792662.500000 Penalty: 5213.088867
	Iteration 19Q: 3 clusters Score -4792662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -4792697.000000 Penalty: 5213.088867
	Iteration 20F: 3 clusters Score -4792697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -4792718.500000 Penalty: 5213.088867
	Iteration 21Q: 3 clusters Score -4792718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -4792736.500000 Penalty: 5213.088867
	Iteration 22Q: 3 clusters Score -4792736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -4792748.000000 Penalty: 5213.088867
	Iteration 23Q: 3 clusters Score -4792748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -4792757.000000 Penalty: 5213.088867
	Iteration 24Q: 3 clusters Score -4792757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -4792762.500000 Penalty: 5213.088867
	Iteration 25Q: 3 clusters Score -4792762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -4792775.000000 Penalty: 5213.088867
	Iteration 26Q: 3 clusters Score -4792775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -4792779.000000 Penalty: 5213.088867
	Iteration 27Q: 3 clusters Score -4792779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -4792777.000000 Penalty: 5213.088867
	Iteration 28Q: 3 clusters Score -4792777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -4792783.000000 Penalty: 5213.088867
	Iteration 29Q: 3 clusters Score -4792783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -4792782.500000 Penalty: 5213.088867
	Iteration 30Q: 3 clusters Score -4792782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -4792784.000000 Penalty: 5213.088867
	Iteration 31Q: 3 clusters Score -4792784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -4792794.000000 Penalty: 5213.088867
	Iteration 32Q: 3 clusters Score -4792794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -4792796.500000 Penalty: 5213.088867
	Iteration 33Q: 3 clusters Score -4792796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -4792795.500000 Penalty: 5213.088867
	Iteration 34Q: 3 clusters Score -4792796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -4792796.000000 Penalty: 5213.088867
	Iteration 35Q: 3 clusters Score -4792796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -4792794.000000 Penalty: 5213.088867
	Iteration 36Q: 3 clusters Score -4792794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -4792794.000000 Penalty: 5213.088867
	Iteration 37F: 3 clusters Score -4792794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Entering Unmasked Estep 
Score: -1718539.125000 Penalty: 2351.395996
	Iteration 0F: 2 clusters Score -1718539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1708873.125000 Penalty: 4702.791992
	Iteration 0F: 3 clusters Score -1708873 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1711737.250000 Penalty: 4702.791992
	Iteration 1F: 3 clusters Score -1711737 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1712054.250000 Penalty: 4702.791992
	Iteration 2F: 3 clusters Score -1712054 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1712287.625000 Penalty: 4702.791992
	Iteration 3Q: 3 clusters Score -1712288 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1712470.000000 Penalty: 4702.791992
	Iteration 4Q: 3 clusters Score -1712470 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1712637.500000 Penalty: 4702.791992
	Iteration 5Q: 3 clusters Score -1712638 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1712776.000000 Penalty: 4702.791992
	Iteration 6Q: 3 clusters Score -1712776 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1712919.125000 Penalty: 4702.791992
	Iteration 7Q: 3 clusters Score -1712919 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1713064.625000 Penalty: 4702.791992
	Iteration 8Q: 3 clusters Score -1713065 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1713197.000000 Penalty: 4702.791992
	Iteration 9Q: 3 clusters Score -1713197 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1713390.875000 Penalty: 4702.791992
	Iteration 10Q: 3 clusters Score -1713391 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1713608.000000 Penalty: 4702.791992
	Iteration 11Q: 3 clusters Score -1713608 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1713866.375000 Penalty: 4702.791992
	Iteration 12Q: 3 clusters Score -1713866 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1714162.500000 Penalty: 4702.791992
	Iteration 13Q: 3 clusters Score -1714162 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1714450.625000 Penalty: 4702.791992
	Iteration 14Q: 3 clusters Score -1714451 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1714695.750000 Penalty: 4702.791992
	Iteration 15Q: 3 clusters Score -1714696 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1714927.500000 Penalty: 4702.791992
	Iteration 16Q: 3 clusters Score -1714928 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1715129.875000 Penalty: 4702.791992
	Iteration 17Q: 3 clusters Score -1715130 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1715351.250000 Penalty: 4702.791992
	Iteration 18Q: 3 clusters Score -1715351 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1715536.250000 Penalty: 4702.791992
	Iteration 19Q: 3 clusters Score -1715536 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1715734.125000 Penalty: 4702.791992
	Iteration 20F: 3 clusters Score -1715734 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1715903.125000 Penalty: 4702.791992
	Iteration 21Q: 3 clusters Score -1715903 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1716040.875000 Penalty: 4702.791992
	Iteration 22Q: 3 clusters Score -1716041 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1716131.125000 Penalty: 4702.791992
	Iteration 23Q: 3 clusters Score -1716131 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1716192.500000 Penalty: 4702.791992
	Iteration 24Q: 3 clusters Score -1716192 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1716232.750000 Penalty: 4702.791992
	Iteration 25Q: 3 clusters Score -1716233 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1716261.875000 Penalty: 4702.791992
	Iteration 26Q: 3 clusters Score -1716262 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1716285.125000 Penalty: 4702.791992
	Iteration 27Q: 3 clusters Score -1716285 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1716300.625000 Penalty: 4702.791992
	Iteration 28Q: 3 clusters Score -1716301 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1716324.625000 Penalty: 4702.791992
	Iteration 29Q: 3 clusters Score -1716325 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1716349.625000 Penalty: 4702.791992
	Iteration 30Q: 3 clusters Score -1716350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1716365.000000 Penalty: 4702.791992
	Iteration 31Q: 3 clusters Score -1716365 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1716380.000000 Penalty: 4702.791992
	Iteration 32Q: 3 clusters Score -1716380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1716388.375000 Penalty: 4702.791992
	Iteration 33Q: 3 clusters Score -1716388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1716408.625000 Penalty: 4702.791992
	Iteration 34Q: 3 clusters Score -1716409 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1716421.625000 Penalty: 4702.791992
	Iteration 35Q: 3 clusters Score -1716422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1716425.125000 Penalty: 4702.791992
	Iteration 36Q: 3 clusters Score -1716425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1716433.875000 Penalty: 4702.791992
	Iteration 37Q: 3 clusters Score -1716434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1716445.125000 Penalty: 4702.791992
	Iteration 38Q: 3 clusters Score -1716445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1716449.375000 Penalty: 4702.791992
	Iteration 39Q: 3 clusters Score -1716449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1716456.250000 Penalty: 4702.791992
	Iteration 40F: 3 clusters Score -1716456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1716464.375000 Penalty: 4702.791992
	Iteration 41Q: 3 clusters Score -1716464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1716472.625000 Penalty: 4702.791992
	Iteration 42Q: 3 clusters Score -1716473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1716479.000000 Penalty: 4702.791992
	Iteration 43Q: 3 clusters Score -1716479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1716488.250000 Penalty: 4702.791992
	Iteration 44Q: 3 clusters Score -1716488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1716504.000000 Penalty: 4702.791992
	Iteration 45Q: 3 clusters Score -1716504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1716506.250000 Penalty: 4702.791992
	Iteration 46Q: 3 clusters Score -1716506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1716513.750000 Penalty: 4702.791992
	Iteration 47Q: 3 clusters Score -1716514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1716521.875000 Penalty: 4702.791992
	Iteration 48Q: 3 clusters Score -1716522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1716525.625000 Penalty: 4702.791992
	Iteration 49Q: 3 clusters Score -1716526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1716530.000000 Penalty: 4702.791992
	Iteration 50Q: 3 clusters Score -1716530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1716534.750000 Penalty: 4702.791992
	Iteration 51Q: 3 clusters Score -1716535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1716533.625000 Penalty: 4702.791992
	Iteration 52Q: 3 clusters Score -1716534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1716541.625000 Penalty: 4702.791992
	Iteration 53Q: 3 clusters Score -1716542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1716544.125000 Penalty: 4702.791992
	Iteration 54Q: 3 clusters Score -1716544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1716550.875000 Penalty: 4702.791992
	Iteration 55Q: 3 clusters Score -1716551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1716552.500000 Penalty: 4702.791992
	Iteration 56Q: 3 clusters Score -1716552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1716556.375000 Penalty: 4702.791992
	Iteration 57Q: 3 clusters Score -1716556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1716559.625000 Penalty: 4702.791992
	Iteration 58Q: 3 clusters Score -1716560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1716563.125000 Penalty: 4702.791992
	Iteration 59Q: 3 clusters Score -1716563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1716566.750000 Penalty: 4702.791992
	Iteration 60F: 3 clusters Score -1716567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1716568.125000 Penalty: 4702.791992
	Iteration 61Q: 3 clusters Score -1716568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1716572.125000 Penalty: 4702.791992
	Iteration 62Q: 3 clusters Score -1716572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1716573.125000 Penalty: 4702.791992
	Iteration 63Q: 3 clusters Score -1716573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1716578.250000 Penalty: 4702.791992
	Iteration 64Q: 3 clusters Score -1716578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1716582.000000 Penalty: 4702.791992
	Iteration 65Q: 3 clusters Score -1716582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1716586.250000 Penalty: 4702.791992
	Iteration 66Q: 3 clusters Score -1716586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1716587.875000 Penalty: 4702.791992
	Iteration 67Q: 3 clusters Score -1716588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1716586.625000 Penalty: 4702.791992
	Iteration 68Q: 3 clusters Score -1716587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1716592.625000 Penalty: 4702.791992
	Iteration 69Q: 3 clusters Score -1716593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1716591.500000 Penalty: 4702.791992
	Iteration 70Q: 3 clusters Score -1716592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1716593.125000 Penalty: 4702.791992
	Iteration 71Q: 3 clusters Score -1716593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1716595.625000 Penalty: 4702.791992
	Iteration 72Q: 3 clusters Score -1716596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1716595.625000 Penalty: 4702.791992
	Iteration 73F: 3 clusters Score -1716596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -58544.960938 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -58544.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57050.296875 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -57050.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -57198.441406 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -57198.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -57237.457031 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -57237.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57260.015625 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -57260.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57281.394531 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -57281.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57294.628906 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -57294.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57307.636719 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -57307.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57307.636719 Penalty: 3064.260254
	Iteration 7F: 3 clusters Score -57307.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Entering Unmasked Estep 
Score: -5556898.000000 Penalty: 2650.964600
	Iteration 0F: 2 clusters Score -5556898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -5527251.000000 Penalty: 5301.929199
	Iteration 0F: 3 clusters Score -5527251 nChanged 20226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -5538497.500000 Penalty: 5301.929199
	Iteration 1F: 3 clusters Score -5538498 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -5539048.000000 Penalty: 5301.929199
	Iteration 2Q: 3 clusters Score -5539048 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -5539535.500000 Penalty: 5301.929199
	Iteration 3Q: 3 clusters Score -5539536 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -5540188.500000 Penalty: 5301.929199
	Iteration 4Q: 3 clusters Score -5540188 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -5541168.500000 Penalty: 5301.929199
	Iteration 5Q: 3 clusters Score -5541168 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -5542561.500000 Penalty: 5301.929199
	Iteration 6F: 3 clusters Score -5542562 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -5544614.000000 Penalty: 5301.929199
	Iteration 7F: 3 clusters Score -5544614 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -5547080.000000 Penalty: 5301.929199
	Iteration 8F: 3 clusters Score -5547080 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -5549519.500000 Penalty: 5301.929199
	Iteration 9F: 3 clusters Score -5549520 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -5551523.500000 Penalty: 5301.929199
	Iteration 10F: 3 clusters Score -5551524 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5552889.500000 Penalty: 5301.929199
	Iteration 11Q: 3 clusters Score -5552890 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5553694.000000 Penalty: 5301.929199
	Iteration 12Q: 3 clusters Score -5553694 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5554107.000000 Penalty: 5301.929199
	Iteration 13Q: 3 clusters Score -5554107 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5554282.500000 Penalty: 5301.929199
	Iteration 14Q: 3 clusters Score -5554282 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5554372.000000 Penalty: 5301.929199
	Iteration 15Q: 3 clusters Score -5554372 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5554432.500000 Penalty: 5301.929199
	Iteration 16Q: 3 clusters Score -5554432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5554479.000000 Penalty: 5301.929199
	Iteration 17Q: 3 clusters Score -5554479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5554508.000000 Penalty: 5301.929199
	Iteration 18Q: 3 clusters Score -5554508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5554522.000000 Penalty: 5301.929199
	Iteration 19Q: 3 clusters Score -5554522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5554527.000000 Penalty: 5301.929199
	Iteration 20F: 3 clusters Score -5554527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5554537.500000 Penalty: 5301.929199
	Iteration 21Q: 3 clusters Score -5554538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5554542.500000 Penalty: 5301.929199
	Iteration 22Q: 3 clusters Score -5554542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5554557.000000 Penalty: 5301.929199
	Iteration 23Q: 3 clusters Score -5554557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5554557.000000 Penalty: 5301.929199
	Iteration 24Q: 3 clusters Score -5554557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5554561.000000 Penalty: 5301.929199
	Iteration 25Q: 3 clusters Score -5554561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5554570.500000 Penalty: 5301.929199
	Iteration 26Q: 3 clusters Score -5554570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5554574.000000 Penalty: 5301.929199
	Iteration 27Q: 3 clusters Score -5554574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5554577.500000 Penalty: 5301.929199
	Iteration 28Q: 3 clusters Score -5554578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5554576.500000 Penalty: 5301.929199
	Iteration 29Q: 3 clusters Score -5554576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5554578.000000 Penalty: 5301.929199
	Iteration 30Q: 3 clusters Score -5554578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5554576.500000 Penalty: 5301.929199
	Iteration 31Q: 3 clusters Score -5554576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5554572.000000 Penalty: 5301.929199
	Iteration 32Q: 3 clusters Score -5554572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5554572.000000 Penalty: 5301.929199
	Iteration 33F: 3 clusters Score -5554572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -103913.218750 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -103913.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102035.710938 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -102035.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102451.382812 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -102451.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -102678.101562 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -102678.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -102770.218750 Penalty: 3385.966553
	Iteration 3Q: 3 clusters Score -102770.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -102866.593750 Penalty: 3385.966553
	Iteration 4Q: 3 clusters Score -102866.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -102936.671875 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -102936.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -102998.734375 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -102998.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -103074.554688 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -103074.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -103222.132812 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -103222.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -103530.945312 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -103530.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -103983.726562 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -103983.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -104111.507812 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -104111.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104253.156250 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -104253.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -104316.789062 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -104316.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -104333.515625 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -104333.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104338.281250 Penalty: 3385.966553
	Iteration 15Q: 3 clusters Score -104338.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -104339.710938 Penalty: 3385.966553
	Iteration 16Q: 3 clusters Score -104339.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104340.484375 Penalty: 3385.966553
	Iteration 17Q: 3 clusters Score -104340.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104340.484375 Penalty: 3385.966553
	Iteration 18F: 3 clusters Score -104340.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161334 members 
Mstep: Class 5 contains 274603 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36690 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43887 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 13638 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Mstep: Class 27 contains 439 members 
Entering Unmasked Estep 
Score: -90827472.000000 Penalty: 90278.039062
Splitting cluster 18 changes total score from -90828624.000000 to -90827472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (13284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Entering Unmasked Estep 
Score: -1759082.875000 Penalty: 2354.590088
	Iteration 0F: 2 clusters Score -1759083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1749317.375000 Penalty: 4709.180176
	Iteration 0F: 3 clusters Score -1749317 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1752297.750000 Penalty: 4709.180176
	Iteration 1F: 3 clusters Score -1752298 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1752635.625000 Penalty: 4709.180176
	Iteration 2F: 3 clusters Score -1752636 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1752894.875000 Penalty: 4709.180176
	Iteration 3Q: 3 clusters Score -1752895 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1753063.250000 Penalty: 4709.180176
	Iteration 4Q: 3 clusters Score -1753063 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1753196.000000 Penalty: 4709.180176
	Iteration 5Q: 3 clusters Score -1753196 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1753283.625000 Penalty: 4709.180176
	Iteration 6Q: 3 clusters Score -1753284 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1753375.250000 Penalty: 4709.180176
	Iteration 7Q: 3 clusters Score -1753375 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1753466.375000 Penalty: 4709.180176
	Iteration 8Q: 3 clusters Score -1753466 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1753563.125000 Penalty: 4709.180176
	Iteration 9Q: 3 clusters Score -1753563 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1753653.250000 Penalty: 4709.180176
	Iteration 10Q: 3 clusters Score -1753653 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1753748.750000 Penalty: 4709.180176
	Iteration 11Q: 3 clusters Score -1753749 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1753846.250000 Penalty: 4709.180176
	Iteration 12Q: 3 clusters Score -1753846 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1753947.875000 Penalty: 4709.180176
	Iteration 13Q: 3 clusters Score -1753948 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1754078.875000 Penalty: 4709.180176
	Iteration 14Q: 3 clusters Score -1754079 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1754226.250000 Penalty: 4709.180176
	Iteration 15Q: 3 clusters Score -1754226 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1754402.875000 Penalty: 4709.180176
	Iteration 16Q: 3 clusters Score -1754403 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1754615.625000 Penalty: 4709.180176
	Iteration 17Q: 3 clusters Score -1754616 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1754847.250000 Penalty: 4709.180176
	Iteration 18Q: 3 clusters Score -1754847 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1755101.000000 Penalty: 4709.180176
	Iteration 19Q: 3 clusters Score -1755101 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1755385.750000 Penalty: 4709.180176
	Iteration 20F: 3 clusters Score -1755386 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1755637.250000 Penalty: 4709.180176
	Iteration 21Q: 3 clusters Score -1755637 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1755862.250000 Penalty: 4709.180176
	Iteration 22Q: 3 clusters Score -1755862 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1756061.000000 Penalty: 4709.180176
	Iteration 23Q: 3 clusters Score -1756061 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1756238.375000 Penalty: 4709.180176
	Iteration 24Q: 3 clusters Score -1756238 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1756370.375000 Penalty: 4709.180176
	Iteration 25Q: 3 clusters Score -1756370 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1756480.250000 Penalty: 4709.180176
	Iteration 26Q: 3 clusters Score -1756480 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1756570.375000 Penalty: 4709.180176
	Iteration 27Q: 3 clusters Score -1756570 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1756652.875000 Penalty: 4709.180176
	Iteration 28Q: 3 clusters Score -1756653 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1756722.500000 Penalty: 4709.180176
	Iteration 29Q: 3 clusters Score -1756722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1756789.125000 Penalty: 4709.180176
	Iteration 30Q: 3 clusters Score -1756789 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1756848.250000 Penalty: 4709.180176
	Iteration 31Q: 3 clusters Score -1756848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1756898.625000 Penalty: 4709.180176
	Iteration 32Q: 3 clusters Score -1756899 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1756937.750000 Penalty: 4709.180176
	Iteration 33Q: 3 clusters Score -1756938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1756955.750000 Penalty: 4709.180176
	Iteration 34Q: 3 clusters Score -1756956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1756975.875000 Penalty: 4709.180176
	Iteration 35Q: 3 clusters Score -1756976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1756989.250000 Penalty: 4709.180176
	Iteration 36Q: 3 clusters Score -1756989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1756996.750000 Penalty: 4709.180176
	Iteration 37Q: 3 clusters Score -1756997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1757003.375000 Penalty: 4709.180176
	Iteration 38Q: 3 clusters Score -1757003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1757005.250000 Penalty: 4709.180176
	Iteration 39Q: 3 clusters Score -1757005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1757009.000000 Penalty: 4709.180176
	Iteration 40F: 3 clusters Score -1757009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1757009.000000 Penalty: 4709.180176
	Iteration 41Q: 3 clusters Score -1757009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1757009.750000 Penalty: 4709.180176
	Iteration 42Q: 3 clusters Score -1757010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1757009.625000 Penalty: 4709.180176
	Iteration 43Q: 3 clusters Score -1757010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1757015.000000 Penalty: 4709.180176
	Iteration 44Q: 3 clusters Score -1757015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1757019.000000 Penalty: 4709.180176
	Iteration 45Q: 3 clusters Score -1757019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1757022.500000 Penalty: 4709.180176
	Iteration 46Q: 3 clusters Score -1757022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1757024.000000 Penalty: 4709.180176
	Iteration 47Q: 3 clusters Score -1757024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1757031.125000 Penalty: 4709.180176
	Iteration 48Q: 3 clusters Score -1757031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1757032.875000 Penalty: 4709.180176
	Iteration 49Q: 3 clusters Score -1757033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1757045.250000 Penalty: 4709.180176
	Iteration 50Q: 3 clusters Score -1757045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1757052.500000 Penalty: 4709.180176
	Iteration 51Q: 3 clusters Score -1757052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1757059.875000 Penalty: 4709.180176
	Iteration 52Q: 3 clusters Score -1757060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1757067.875000 Penalty: 4709.180176
	Iteration 53Q: 3 clusters Score -1757068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1757072.750000 Penalty: 4709.180176
	Iteration 54Q: 3 clusters Score -1757073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1757072.625000 Penalty: 4709.180176
	Iteration 55Q: 3 clusters Score -1757073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1757073.250000 Penalty: 4709.180176
	Iteration 56Q: 3 clusters Score -1757073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1757078.625000 Penalty: 4709.180176
	Iteration 57Q: 3 clusters Score -1757079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1757079.750000 Penalty: 4709.180176
	Iteration 58Q: 3 clusters Score -1757080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1757082.750000 Penalty: 4709.180176
	Iteration 59Q: 3 clusters Score -1757083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1757082.125000 Penalty: 4709.180176
	Iteration 60F: 3 clusters Score -1757082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1757088.250000 Penalty: 4709.180176
	Iteration 61Q: 3 clusters Score -1757088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1757086.750000 Penalty: 4709.180176
	Iteration 62Q: 3 clusters Score -1757087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1757087.125000 Penalty: 4709.180176
	Iteration 63Q: 3 clusters Score -1757087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1757087.125000 Penalty: 4709.180176
	Iteration 64F: 3 clusters Score -1757087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Entering Unmasked Estep 
Score: -1504452.625000 Penalty: 2340.395264
	Iteration 0F: 2 clusters Score -1504453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1495110.250000 Penalty: 4680.790527
	Iteration 0F: 3 clusters Score -1495110 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1497993.750000 Penalty: 4680.790527
	Iteration 1F: 3 clusters Score -1497994 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1498403.250000 Penalty: 4680.790527
	Iteration 2F: 3 clusters Score -1498403 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1498758.875000 Penalty: 4680.790527
	Iteration 3F: 3 clusters Score -1498759 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1499125.875000 Penalty: 4680.790527
	Iteration 4F: 3 clusters Score -1499126 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1499479.875000 Penalty: 4680.790527
	Iteration 5Q: 3 clusters Score -1499480 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1499844.000000 Penalty: 4680.790527
	Iteration 6Q: 3 clusters Score -1499844 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1500218.500000 Penalty: 4680.790527
	Iteration 7Q: 3 clusters Score -1500218 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1500627.500000 Penalty: 4680.790527
	Iteration 8Q: 3 clusters Score -1500628 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1501038.500000 Penalty: 4680.790527
	Iteration 9Q: 3 clusters Score -1501038 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1501403.875000 Penalty: 4680.790527
	Iteration 10Q: 3 clusters Score -1501404 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1501715.750000 Penalty: 4680.790527
	Iteration 11Q: 3 clusters Score -1501716 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1501950.625000 Penalty: 4680.790527
	Iteration 12Q: 3 clusters Score -1501951 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1502102.500000 Penalty: 4680.790527
	Iteration 13Q: 3 clusters Score -1502102 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1502206.500000 Penalty: 4680.790527
	Iteration 14Q: 3 clusters Score -1502206 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1502296.000000 Penalty: 4680.790527
	Iteration 15Q: 3 clusters Score -1502296 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1502360.750000 Penalty: 4680.790527
	Iteration 16Q: 3 clusters Score -1502361 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1502412.875000 Penalty: 4680.790527
	Iteration 17Q: 3 clusters Score -1502413 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1502449.750000 Penalty: 4680.790527
	Iteration 18Q: 3 clusters Score -1502450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1502477.250000 Penalty: 4680.790527
	Iteration 19Q: 3 clusters Score -1502477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1502495.250000 Penalty: 4680.790527
	Iteration 20F: 3 clusters Score -1502495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1502504.250000 Penalty: 4680.790527
	Iteration 21Q: 3 clusters Score -1502504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1502517.875000 Penalty: 4680.790527
	Iteration 22Q: 3 clusters Score -1502518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1502523.375000 Penalty: 4680.790527
	Iteration 23Q: 3 clusters Score -1502523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1502526.875000 Penalty: 4680.790527
	Iteration 24Q: 3 clusters Score -1502527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1502535.250000 Penalty: 4680.790527
	Iteration 25Q: 3 clusters Score -1502535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1502537.125000 Penalty: 4680.790527
	Iteration 26Q: 3 clusters Score -1502537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1502540.000000 Penalty: 4680.790527
	Iteration 27Q: 3 clusters Score -1502540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1502540.375000 Penalty: 4680.790527
	Iteration 28Q: 3 clusters Score -1502540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1502539.375000 Penalty: 4680.790527
	Iteration 29Q: 3 clusters Score -1502539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1502540.750000 Penalty: 4680.790527
	Iteration 30Q: 3 clusters Score -1502541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1502540.750000 Penalty: 4680.790527
	Iteration 31F: 3 clusters Score -1502541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Entering Unmasked Estep 
Score: -1754252.250000 Penalty: 2361.112549
	Iteration 0F: 2 clusters Score -1754252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1744309.875000 Penalty: 4722.225098
	Iteration 0F: 3 clusters Score -1744310 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1747396.375000 Penalty: 4722.225098
	Iteration 1F: 3 clusters Score -1747396 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1747790.625000 Penalty: 4722.225098
	Iteration 2F: 3 clusters Score -1747791 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1748139.000000 Penalty: 4722.225098
	Iteration 3F: 3 clusters Score -1748139 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1748465.500000 Penalty: 4722.225098
	Iteration 4Q: 3 clusters Score -1748466 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1748792.375000 Penalty: 4722.225098
	Iteration 5Q: 3 clusters Score -1748792 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1749127.750000 Penalty: 4722.225098
	Iteration 6Q: 3 clusters Score -1749128 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1749448.125000 Penalty: 4722.225098
	Iteration 7Q: 3 clusters Score -1749448 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1749760.500000 Penalty: 4722.225098
	Iteration 8Q: 3 clusters Score -1749760 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1750071.750000 Penalty: 4722.225098
	Iteration 9Q: 3 clusters Score -1750072 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1750342.375000 Penalty: 4722.225098
	Iteration 10Q: 3 clusters Score -1750342 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1750586.000000 Penalty: 4722.225098
	Iteration 11Q: 3 clusters Score -1750586 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1750793.500000 Penalty: 4722.225098
	Iteration 12Q: 3 clusters Score -1750794 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1751004.000000 Penalty: 4722.225098
	Iteration 13Q: 3 clusters Score -1751004 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1751180.000000 Penalty: 4722.225098
	Iteration 14Q: 3 clusters Score -1751180 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1751350.250000 Penalty: 4722.225098
	Iteration 15Q: 3 clusters Score -1751350 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1751492.125000 Penalty: 4722.225098
	Iteration 16Q: 3 clusters Score -1751492 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1751623.500000 Penalty: 4722.225098
	Iteration 17Q: 3 clusters Score -1751624 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1751738.375000 Penalty: 4722.225098
	Iteration 18Q: 3 clusters Score -1751738 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1751858.000000 Penalty: 4722.225098
	Iteration 19Q: 3 clusters Score -1751858 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1751944.500000 Penalty: 4722.225098
	Iteration 20F: 3 clusters Score -1751944 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1752037.250000 Penalty: 4722.225098
	Iteration 21Q: 3 clusters Score -1752037 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1752100.375000 Penalty: 4722.225098
	Iteration 22Q: 3 clusters Score -1752100 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1752164.375000 Penalty: 4722.225098
	Iteration 23Q: 3 clusters Score -1752164 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1752234.500000 Penalty: 4722.225098
	Iteration 24Q: 3 clusters Score -1752234 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1752283.250000 Penalty: 4722.225098
	Iteration 25Q: 3 clusters Score -1752283 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1752326.125000 Penalty: 4722.225098
	Iteration 26Q: 3 clusters Score -1752326 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1752362.875000 Penalty: 4722.225098
	Iteration 27Q: 3 clusters Score -1752363 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1752392.125000 Penalty: 4722.225098
	Iteration 28Q: 3 clusters Score -1752392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1752409.000000 Penalty: 4722.225098
	Iteration 29Q: 3 clusters Score -1752409 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1752428.875000 Penalty: 4722.225098
	Iteration 30Q: 3 clusters Score -1752429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1752440.375000 Penalty: 4722.225098
	Iteration 31Q: 3 clusters Score -1752440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1752452.000000 Penalty: 4722.225098
	Iteration 32Q: 3 clusters Score -1752452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1752458.875000 Penalty: 4722.225098
	Iteration 33Q: 3 clusters Score -1752459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1752471.750000 Penalty: 4722.225098
	Iteration 34Q: 3 clusters Score -1752472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1752472.625000 Penalty: 4722.225098
	Iteration 35Q: 3 clusters Score -1752473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1752473.750000 Penalty: 4722.225098
	Iteration 36Q: 3 clusters Score -1752474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1752474.375000 Penalty: 4722.225098
	Iteration 37Q: 3 clusters Score -1752474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1752477.625000 Penalty: 4722.225098
	Iteration 38Q: 3 clusters Score -1752478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1752486.125000 Penalty: 4722.225098
	Iteration 39Q: 3 clusters Score -1752486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1752487.625000 Penalty: 4722.225098
	Iteration 40F: 3 clusters Score -1752488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1752487.000000 Penalty: 4722.225098
	Iteration 41Q: 3 clusters Score -1752487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1752487.750000 Penalty: 4722.225098
	Iteration 42Q: 3 clusters Score -1752488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1752489.375000 Penalty: 4722.225098
	Iteration 43Q: 3 clusters Score -1752489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1752489.375000 Penalty: 4722.225098
	Iteration 44F: 3 clusters Score -1752489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -43961.332031 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43961.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42518.933594 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -42518.93 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -42772.238281 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -42772.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43013.082031 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -43013.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -43108.511719 Penalty: 2993.598877
	Iteration 3F: 3 clusters Score -43108.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -43159.652344 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -43159.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -43203.019531 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -43203.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -43249.128906 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -43249.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -43307.476562 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -43307.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -43324.042969 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -43324.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -43337.125000 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -43337.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43338.753906 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -43338.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43343.640625 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -43343.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43351.039062 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -43351.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -43356.039062 Penalty: 2993.598877
	Iteration 13Q: 3 clusters Score -43356.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43358.472656 Penalty: 2993.598877
	Iteration 14Q: 3 clusters Score -43358.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -43358.472656 Penalty: 2993.598877
	Iteration 15F: 3 clusters Score -43358.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Entering Unmasked Estep 
Score: -715937.625000 Penalty: 2145.193604
	Iteration 0F: 2 clusters Score -715937.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -710869.000000 Penalty: 4290.387207
	Iteration 0F: 3 clusters Score -710869 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -712281.625000 Penalty: 4290.387207
	Iteration 1F: 3 clusters Score -712281.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -712703.250000 Penalty: 4290.387207
	Iteration 2F: 3 clusters Score -712703.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -713050.312500 Penalty: 4290.387207
	Iteration 3F: 3 clusters Score -713050.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -713332.687500 Penalty: 4290.387207
	Iteration 4F: 3 clusters Score -713332.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -713552.625000 Penalty: 4290.387207
	Iteration 5F: 3 clusters Score -713552.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -713758.062500 Penalty: 4290.387207
	Iteration 6Q: 3 clusters Score -713758.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -713933.062500 Penalty: 4290.387207
	Iteration 7Q: 3 clusters Score -713933.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -714076.062500 Penalty: 4290.387207
	Iteration 8Q: 3 clusters Score -714076.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -714204.750000 Penalty: 4290.387207
	Iteration 9Q: 3 clusters Score -714204.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -714310.625000 Penalty: 4290.387207
	Iteration 10Q: 3 clusters Score -714310.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -714391.500000 Penalty: 4290.387207
	Iteration 11Q: 3 clusters Score -714391.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -714456.812500 Penalty: 4290.387207
	Iteration 12Q: 3 clusters Score -714456.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -714498.875000 Penalty: 4290.387207
	Iteration 13Q: 3 clusters Score -714498.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -714531.875000 Penalty: 4290.387207
	Iteration 14Q: 3 clusters Score -714531.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -714553.312500 Penalty: 4290.387207
	Iteration 15Q: 3 clusters Score -714553.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -714572.562500 Penalty: 4290.387207
	Iteration 16Q: 3 clusters Score -714572.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -714596.687500 Penalty: 4290.387207
	Iteration 17Q: 3 clusters Score -714596.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -714612.812500 Penalty: 4290.387207
	Iteration 18Q: 3 clusters Score -714612.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -714623.125000 Penalty: 4290.387207
	Iteration 19Q: 3 clusters Score -714623.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -714628.125000 Penalty: 4290.387207
	Iteration 20F: 3 clusters Score -714628.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -714635.687500 Penalty: 4290.387207
	Iteration 21Q: 3 clusters Score -714635.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -714639.937500 Penalty: 4290.387207
	Iteration 22Q: 3 clusters Score -714639.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -714643.562500 Penalty: 4290.387207
	Iteration 23Q: 3 clusters Score -714643.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -714647.250000 Penalty: 4290.387207
	Iteration 24Q: 3 clusters Score -714647.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -714649.812500 Penalty: 4290.387207
	Iteration 25Q: 3 clusters Score -714649.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -714655.000000 Penalty: 4290.387207
	Iteration 26Q: 3 clusters Score -714655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -714657.812500 Penalty: 4290.387207
	Iteration 27Q: 3 clusters Score -714657.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -714660.312500 Penalty: 4290.387207
	Iteration 28Q: 3 clusters Score -714660.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -714663.312500 Penalty: 4290.387207
	Iteration 29Q: 3 clusters Score -714663.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -714667.062500 Penalty: 4290.387207
	Iteration 30Q: 3 clusters Score -714667.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -714672.062500 Penalty: 4290.387207
	Iteration 31Q: 3 clusters Score -714672.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -714674.875000 Penalty: 4290.387207
	Iteration 32Q: 3 clusters Score -714674.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -714677.437500 Penalty: 4290.387207
	Iteration 33Q: 3 clusters Score -714677.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -714680.375000 Penalty: 4290.387207
	Iteration 34Q: 3 clusters Score -714680.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -714682.375000 Penalty: 4290.387207
	Iteration 35Q: 3 clusters Score -714682.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -714686.187500 Penalty: 4290.387207
	Iteration 36Q: 3 clusters Score -714686.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -714688.812500 Penalty: 4290.387207
	Iteration 37Q: 3 clusters Score -714688.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -714690.000000 Penalty: 4290.387207
	Iteration 38Q: 3 clusters Score -714690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -714690.625000 Penalty: 4290.387207
	Iteration 39Q: 3 clusters Score -714690.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -714691.437500 Penalty: 4290.387207
	Iteration 40F: 3 clusters Score -714691.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Entering Unmasked Estep 
Score: -1593422.250000 Penalty: 2337.452148
	Iteration 0F: 2 clusters Score -1593422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1584189.250000 Penalty: 4674.904297
	Iteration 0F: 3 clusters Score -1584189 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1586977.625000 Penalty: 4674.904297
	Iteration 1F: 3 clusters Score -1586978 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1587277.750000 Penalty: 4674.904297
	Iteration 2F: 3 clusters Score -1587278 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1587473.125000 Penalty: 4674.904297
	Iteration 3Q: 3 clusters Score -1587473 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1587628.750000 Penalty: 4674.904297
	Iteration 4Q: 3 clusters Score -1587629 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1587746.125000 Penalty: 4674.904297
	Iteration 5Q: 3 clusters Score -1587746 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1587841.875000 Penalty: 4674.904297
	Iteration 6Q: 3 clusters Score -1587842 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1587914.125000 Penalty: 4674.904297
	Iteration 7Q: 3 clusters Score -1587914 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1587991.875000 Penalty: 4674.904297
	Iteration 8Q: 3 clusters Score -1587992 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1588070.625000 Penalty: 4674.904297
	Iteration 9Q: 3 clusters Score -1588071 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1588141.000000 Penalty: 4674.904297
	Iteration 10Q: 3 clusters Score -1588141 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1588222.500000 Penalty: 4674.904297
	Iteration 11Q: 3 clusters Score -1588222 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1588311.875000 Penalty: 4674.904297
	Iteration 12Q: 3 clusters Score -1588312 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1588395.750000 Penalty: 4674.904297
	Iteration 13Q: 3 clusters Score -1588396 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1588496.500000 Penalty: 4674.904297
	Iteration 14Q: 3 clusters Score -1588496 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1588612.875000 Penalty: 4674.904297
	Iteration 15Q: 3 clusters Score -1588613 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1588788.750000 Penalty: 4674.904297
	Iteration 16Q: 3 clusters Score -1588789 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1588997.625000 Penalty: 4674.904297
	Iteration 17Q: 3 clusters Score -1588998 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1589253.375000 Penalty: 4674.904297
	Iteration 18Q: 3 clusters Score -1589253 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1589564.875000 Penalty: 4674.904297
	Iteration 19Q: 3 clusters Score -1589565 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1589936.125000 Penalty: 4674.904297
	Iteration 20F: 3 clusters Score -1589936 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1590287.625000 Penalty: 4674.904297
	Iteration 21Q: 3 clusters Score -1590288 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1590626.625000 Penalty: 4674.904297
	Iteration 22Q: 3 clusters Score -1590627 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1590901.500000 Penalty: 4674.904297
	Iteration 23Q: 3 clusters Score -1590902 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1591064.125000 Penalty: 4674.904297
	Iteration 24Q: 3 clusters Score -1591064 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1591163.250000 Penalty: 4674.904297
	Iteration 25Q: 3 clusters Score -1591163 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1591233.625000 Penalty: 4674.904297
	Iteration 26Q: 3 clusters Score -1591234 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1591290.125000 Penalty: 4674.904297
	Iteration 27Q: 3 clusters Score -1591290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1591331.375000 Penalty: 4674.904297
	Iteration 28Q: 3 clusters Score -1591331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1591361.125000 Penalty: 4674.904297
	Iteration 29Q: 3 clusters Score -1591361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1591379.750000 Penalty: 4674.904297
	Iteration 30Q: 3 clusters Score -1591380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1591389.250000 Penalty: 4674.904297
	Iteration 31Q: 3 clusters Score -1591389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1591399.750000 Penalty: 4674.904297
	Iteration 32Q: 3 clusters Score -1591400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1591410.375000 Penalty: 4674.904297
	Iteration 33Q: 3 clusters Score -1591410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1591423.125000 Penalty: 4674.904297
	Iteration 34Q: 3 clusters Score -1591423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1591431.875000 Penalty: 4674.904297
	Iteration 35Q: 3 clusters Score -1591432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1591437.750000 Penalty: 4674.904297
	Iteration 36Q: 3 clusters Score -1591438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1591439.500000 Penalty: 4674.904297
	Iteration 37Q: 3 clusters Score -1591440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1591442.375000 Penalty: 4674.904297
	Iteration 38Q: 3 clusters Score -1591442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1591445.250000 Penalty: 4674.904297
	Iteration 39Q: 3 clusters Score -1591445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1591450.125000 Penalty: 4674.904297
	Iteration 40F: 3 clusters Score -1591450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1591451.875000 Penalty: 4674.904297
	Iteration 41Q: 3 clusters Score -1591452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1591453.000000 Penalty: 4674.904297
	Iteration 42Q: 3 clusters Score -1591453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1591454.500000 Penalty: 4674.904297
	Iteration 43Q: 3 clusters Score -1591454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1591455.750000 Penalty: 4674.904297
	Iteration 44Q: 3 clusters Score -1591456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1591458.750000 Penalty: 4674.904297
	Iteration 45Q: 3 clusters Score -1591459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1591459.125000 Penalty: 4674.904297
	Iteration 46Q: 3 clusters Score -1591459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1591461.375000 Penalty: 4674.904297
	Iteration 47Q: 3 clusters Score -1591461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1591461.125000 Penalty: 4674.904297
	Iteration 48Q: 3 clusters Score -1591461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1591466.375000 Penalty: 4674.904297
	Iteration 49Q: 3 clusters Score -1591466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1591469.875000 Penalty: 4674.904297
	Iteration 50Q: 3 clusters Score -1591470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1591468.625000 Penalty: 4674.904297
	Iteration 51Q: 3 clusters Score -1591469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1591472.000000 Penalty: 4674.904297
	Iteration 52Q: 3 clusters Score -1591472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1591472.875000 Penalty: 4674.904297
	Iteration 53Q: 3 clusters Score -1591473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1591474.375000 Penalty: 4674.904297
	Iteration 54Q: 3 clusters Score -1591474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1591474.750000 Penalty: 4674.904297
	Iteration 55Q: 3 clusters Score -1591475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1591474.750000 Penalty: 4674.904297
	Iteration 56F: 3 clusters Score -1591475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -47200.082031 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -47200.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45825.078125 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -45825.08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46098.980469 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -46098.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46308.046875 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -46308.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46474.937500 Penalty: 3040.009033
	Iteration 3F: 3 clusters Score -46474.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46576.750000 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -46576.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46708.289062 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -46708.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46840.019531 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -46840.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47085.867188 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -47085.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -47217.441406 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -47217.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -47269.421875 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -47269.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47293.996094 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -47294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -47315.976562 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -47315.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -47319.351562 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -47319.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47331.152344 Penalty: 3040.009033
	Iteration 13Q: 3 clusters Score -47331.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -47331.152344 Penalty: 3040.009033
	Iteration 14F: 3 clusters Score -47331.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161334 members 
Mstep: Class 5 contains 274603 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36690 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43887 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 13638 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 143 members 
Mstep: Class 26 contains 820 members 
Mstep: Class 27 contains 316 members 
Entering Unmasked Estep 
Score: -90826928.000000 Penalty: 90278.039062
Splitting cluster 25 changes total score from -90828624.000000 to -90826928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -81753.015625 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -81753.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80036.742188 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -80036.74 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -80402.265625 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -80402.27 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -80513.625000 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -80513.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -80584.210938 Penalty: 3327.814941
	Iteration 3Q: 3 clusters Score -80584.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -80660.179688 Penalty: 3327.814941
	Iteration 4Q: 3 clusters Score -80660.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -80766.460938 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -80766.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -80838.531250 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -80838.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -80878.734375 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -80878.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -80898.960938 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -80898.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -80913.695312 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -80913.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -80925.265625 Penalty: 3327.814941
	Iteration 10Q: 3 clusters Score -80925.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -80931.109375 Penalty: 3327.814941
	Iteration 11Q: 3 clusters Score -80931.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -80933.984375 Penalty: 3327.814941
	Iteration 12Q: 3 clusters Score -80933.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -80936.851562 Penalty: 3327.814941
	Iteration 13Q: 3 clusters Score -80936.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -80939.351562 Penalty: 3327.814941
	Iteration 14Q: 3 clusters Score -80939.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -80939.351562 Penalty: 3327.814941
	Iteration 15F: 3 clusters Score -80939.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161334 members 
Mstep: Class 5 contains 274603 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36690 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43887 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 13638 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828624.000000 Penalty: 86934.414062
Iteration 479Q: 27 clusters Score -9.082862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161334 members 
Mstep: Class 5 contains 274604 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36690 members 
Mstep: Class 15 contains 13114 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43886 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 13638 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828600.000000 Penalty: 86934.414062
Iteration 480F: 27 clusters Score -9.08286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161334 members 
Mstep: Class 5 contains 274604 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36690 members 
Mstep: Class 15 contains 13115 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43885 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 13638 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828608.000000 Penalty: 86934.414062
Iteration 481Q: 27 clusters Score -9.082861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161334 members 
Mstep: Class 5 contains 274604 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36690 members 
Mstep: Class 15 contains 13115 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43885 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 13638 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828608.000000 Penalty: 86934.414062
Iteration 482F: 27 clusters Score -9.082861e+07 nChanged 0
Entering ConstructFrom: 
Score: -90828608.000000 Penalty: 86934.414062
Entering ConstructFrom: 
Trying to split cluster 1 (10679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Entering Unmasked Estep 
Score: -1256327.125000 Penalty: 2300.456543
	Iteration 0F: 2 clusters Score -1256327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1248153.500000 Penalty: 4600.913086
	Iteration 0F: 3 clusters Score -1248154 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1250638.000000 Penalty: 4600.913086
	Iteration 1F: 3 clusters Score -1250638 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1251075.000000 Penalty: 4600.913086
	Iteration 2F: 3 clusters Score -1251075 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1251441.875000 Penalty: 4600.913086
	Iteration 3F: 3 clusters Score -1251442 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1251817.125000 Penalty: 4600.913086
	Iteration 4F: 3 clusters Score -1251817 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1252183.500000 Penalty: 4600.913086
	Iteration 5F: 3 clusters Score -1252184 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1252534.250000 Penalty: 4600.913086
	Iteration 6F: 3 clusters Score -1252534 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1252849.125000 Penalty: 4600.913086
	Iteration 7Q: 3 clusters Score -1252849 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1253112.500000 Penalty: 4600.913086
	Iteration 8Q: 3 clusters Score -1253112 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1253329.750000 Penalty: 4600.913086
	Iteration 9Q: 3 clusters Score -1253330 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1253499.125000 Penalty: 4600.913086
	Iteration 10Q: 3 clusters Score -1253499 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1253607.625000 Penalty: 4600.913086
	Iteration 11Q: 3 clusters Score -1253608 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1253674.625000 Penalty: 4600.913086
	Iteration 12Q: 3 clusters Score -1253675 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1253728.000000 Penalty: 4600.913086
	Iteration 13Q: 3 clusters Score -1253728 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1253765.125000 Penalty: 4600.913086
	Iteration 14Q: 3 clusters Score -1253765 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1253794.000000 Penalty: 4600.913086
	Iteration 15Q: 3 clusters Score -1253794 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1253813.125000 Penalty: 4600.913086
	Iteration 16Q: 3 clusters Score -1253813 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1253829.250000 Penalty: 4600.913086
	Iteration 17Q: 3 clusters Score -1253829 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1253840.375000 Penalty: 4600.913086
	Iteration 18Q: 3 clusters Score -1253840 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1253853.000000 Penalty: 4600.913086
	Iteration 19Q: 3 clusters Score -1253853 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1253867.375000 Penalty: 4600.913086
	Iteration 20F: 3 clusters Score -1253867 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1253876.375000 Penalty: 4600.913086
	Iteration 21Q: 3 clusters Score -1253876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1253894.375000 Penalty: 4600.913086
	Iteration 22Q: 3 clusters Score -1253894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1253907.125000 Penalty: 4600.913086
	Iteration 23Q: 3 clusters Score -1253907 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1253917.750000 Penalty: 4600.913086
	Iteration 24Q: 3 clusters Score -1253918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1253924.625000 Penalty: 4600.913086
	Iteration 25Q: 3 clusters Score -1253925 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1253935.500000 Penalty: 4600.913086
	Iteration 26Q: 3 clusters Score -1253936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1253942.750000 Penalty: 4600.913086
	Iteration 27Q: 3 clusters Score -1253943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1253945.000000 Penalty: 4600.913086
	Iteration 28Q: 3 clusters Score -1253945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1253957.375000 Penalty: 4600.913086
	Iteration 29Q: 3 clusters Score -1253957 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1253958.125000 Penalty: 4600.913086
	Iteration 30Q: 3 clusters Score -1253958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1253969.500000 Penalty: 4600.913086
	Iteration 31Q: 3 clusters Score -1253970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1253971.000000 Penalty: 4600.913086
	Iteration 32Q: 3 clusters Score -1253971 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1253980.250000 Penalty: 4600.913086
	Iteration 33Q: 3 clusters Score -1253980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1253988.875000 Penalty: 4600.913086
	Iteration 34Q: 3 clusters Score -1253989 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1253995.500000 Penalty: 4600.913086
	Iteration 35Q: 3 clusters Score -1253996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1254000.625000 Penalty: 4600.913086
	Iteration 36Q: 3 clusters Score -1254001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1254004.875000 Penalty: 4600.913086
	Iteration 37Q: 3 clusters Score -1254005 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1254021.375000 Penalty: 4600.913086
	Iteration 38Q: 3 clusters Score -1254021 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1254027.375000 Penalty: 4600.913086
	Iteration 39Q: 3 clusters Score -1254027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1254030.500000 Penalty: 4600.913086
	Iteration 40F: 3 clusters Score -1254030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1254034.500000 Penalty: 4600.913086
	Iteration 41Q: 3 clusters Score -1254034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1254037.875000 Penalty: 4600.913086
	Iteration 42Q: 3 clusters Score -1254038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1254044.750000 Penalty: 4600.913086
	Iteration 43Q: 3 clusters Score -1254045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1254050.375000 Penalty: 4600.913086
	Iteration 44Q: 3 clusters Score -1254050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1254054.625000 Penalty: 4600.913086
	Iteration 45Q: 3 clusters Score -1254055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1254056.875000 Penalty: 4600.913086
	Iteration 46Q: 3 clusters Score -1254057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1254063.000000 Penalty: 4600.913086
	Iteration 47Q: 3 clusters Score -1254063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1254063.375000 Penalty: 4600.913086
	Iteration 48Q: 3 clusters Score -1254063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1254067.750000 Penalty: 4600.913086
	Iteration 49Q: 3 clusters Score -1254068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1254072.750000 Penalty: 4600.913086
	Iteration 50Q: 3 clusters Score -1254073 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1254079.375000 Penalty: 4600.913086
	Iteration 51Q: 3 clusters Score -1254079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1254078.625000 Penalty: 4600.913086
	Iteration 52Q: 3 clusters Score -1254079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1254084.625000 Penalty: 4600.913086
	Iteration 53Q: 3 clusters Score -1254085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1254087.500000 Penalty: 4600.913086
	Iteration 54Q: 3 clusters Score -1254088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1254090.250000 Penalty: 4600.913086
	Iteration 55Q: 3 clusters Score -1254090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1254095.875000 Penalty: 4600.913086
	Iteration 56Q: 3 clusters Score -1254096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1254095.500000 Penalty: 4600.913086
	Iteration 57Q: 3 clusters Score -1254096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1254098.000000 Penalty: 4600.913086
	Iteration 58Q: 3 clusters Score -1254098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1254098.625000 Penalty: 4600.913086
	Iteration 59Q: 3 clusters Score -1254099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1254097.250000 Penalty: 4600.913086
	Iteration 60F: 3 clusters Score -1254097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1254099.750000 Penalty: 4600.913086
	Iteration 61Q: 3 clusters Score -1254100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1254108.250000 Penalty: 4600.913086
	Iteration 62Q: 3 clusters Score -1254108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1254104.875000 Penalty: 4600.913086
	Iteration 63Q: 3 clusters Score -1254105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1254107.750000 Penalty: 4600.913086
	Iteration 64Q: 3 clusters Score -1254108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1254109.125000 Penalty: 4600.913086
	Iteration 65Q: 3 clusters Score -1254109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1254108.375000 Penalty: 4600.913086
	Iteration 66Q: 3 clusters Score -1254108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1254113.625000 Penalty: 4600.913086
	Iteration 67Q: 3 clusters Score -1254114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1254116.375000 Penalty: 4600.913086
	Iteration 68Q: 3 clusters Score -1254116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1254120.375000 Penalty: 4600.913086
	Iteration 69Q: 3 clusters Score -1254120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1254120.875000 Penalty: 4600.913086
	Iteration 70Q: 3 clusters Score -1254121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1254129.375000 Penalty: 4600.913086
	Iteration 71Q: 3 clusters Score -1254129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1254131.250000 Penalty: 4600.913086
	Iteration 72Q: 3 clusters Score -1254131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1254140.000000 Penalty: 4600.913086
	Iteration 73Q: 3 clusters Score -1254140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1254141.875000 Penalty: 4600.913086
	Iteration 74Q: 3 clusters Score -1254142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1254144.250000 Penalty: 4600.913086
	Iteration 75Q: 3 clusters Score -1254144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1254144.875000 Penalty: 4600.913086
	Iteration 76Q: 3 clusters Score -1254145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1254148.125000 Penalty: 4600.913086
	Iteration 77Q: 3 clusters Score -1254148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1254152.000000 Penalty: 4600.913086
	Iteration 78Q: 3 clusters Score -1254152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1254157.500000 Penalty: 4600.913086
	Iteration 79Q: 3 clusters Score -1254158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1254160.500000 Penalty: 4600.913086
	Iteration 80F: 3 clusters Score -1254160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1254162.000000 Penalty: 4600.913086
	Iteration 81Q: 3 clusters Score -1254162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1254165.250000 Penalty: 4600.913086
	Iteration 82Q: 3 clusters Score -1254165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1254165.125000 Penalty: 4600.913086
	Iteration 83Q: 3 clusters Score -1254165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1254171.000000 Penalty: 4600.913086
	Iteration 84Q: 3 clusters Score -1254171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1254178.375000 Penalty: 4600.913086
	Iteration 85Q: 3 clusters Score -1254178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1254187.000000 Penalty: 4600.913086
	Iteration 86Q: 3 clusters Score -1254187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1254194.750000 Penalty: 4600.913086
	Iteration 87Q: 3 clusters Score -1254195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1254204.375000 Penalty: 4600.913086
	Iteration 88Q: 3 clusters Score -1254204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1254219.250000 Penalty: 4600.913086
	Iteration 89Q: 3 clusters Score -1254219 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1254229.250000 Penalty: 4600.913086
	Iteration 90Q: 3 clusters Score -1254229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1254239.375000 Penalty: 4600.913086
	Iteration 91Q: 3 clusters Score -1254239 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1254255.000000 Penalty: 4600.913086
	Iteration 92Q: 3 clusters Score -1254255 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1254269.125000 Penalty: 4600.913086
	Iteration 93Q: 3 clusters Score -1254269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1254279.750000 Penalty: 4600.913086
	Iteration 94Q: 3 clusters Score -1254280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1254293.500000 Penalty: 4600.913086
	Iteration 95Q: 3 clusters Score -1254294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1254304.125000 Penalty: 4600.913086
	Iteration 96Q: 3 clusters Score -1254304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1254324.500000 Penalty: 4600.913086
	Iteration 97Q: 3 clusters Score -1254324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1254339.875000 Penalty: 4600.913086
	Iteration 98Q: 3 clusters Score -1254340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1254350.250000 Penalty: 4600.913086
	Iteration 99Q: 3 clusters Score -1254350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1254371.500000 Penalty: 4600.913086
	Iteration 100F: 3 clusters Score -1254372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1254385.500000 Penalty: 4600.913086
	Iteration 101Q: 3 clusters Score -1254386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1254406.000000 Penalty: 4600.913086
	Iteration 102Q: 3 clusters Score -1254406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1254427.875000 Penalty: 4600.913086
	Iteration 103Q: 3 clusters Score -1254428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1254440.125000 Penalty: 4600.913086
	Iteration 104Q: 3 clusters Score -1254440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1254444.625000 Penalty: 4600.913086
	Iteration 105Q: 3 clusters Score -1254445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1254456.500000 Penalty: 4600.913086
	Iteration 106Q: 3 clusters Score -1254456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1254466.750000 Penalty: 4600.913086
	Iteration 107Q: 3 clusters Score -1254467 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1254482.000000 Penalty: 4600.913086
	Iteration 108Q: 3 clusters Score -1254482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1254491.000000 Penalty: 4600.913086
	Iteration 109Q: 3 clusters Score -1254491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1254497.750000 Penalty: 4600.913086
	Iteration 110Q: 3 clusters Score -1254498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1254501.125000 Penalty: 4600.913086
	Iteration 111Q: 3 clusters Score -1254501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1254503.250000 Penalty: 4600.913086
	Iteration 112Q: 3 clusters Score -1254503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1254506.000000 Penalty: 4600.913086
	Iteration 113Q: 3 clusters Score -1254506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1254506.750000 Penalty: 4600.913086
	Iteration 114Q: 3 clusters Score -1254507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1254508.750000 Penalty: 4600.913086
	Iteration 115Q: 3 clusters Score -1254509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1254514.125000 Penalty: 4600.913086
	Iteration 116Q: 3 clusters Score -1254514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1254514.500000 Penalty: 4600.913086
	Iteration 117Q: 3 clusters Score -1254514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1254514.625000 Penalty: 4600.913086
	Iteration 118Q: 3 clusters Score -1254515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1254517.375000 Penalty: 4600.913086
	Iteration 119Q: 3 clusters Score -1254517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1254517.250000 Penalty: 4600.913086
	Iteration 120F: 3 clusters Score -1254517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1254516.750000 Penalty: 4600.913086
	Iteration 121Q: 3 clusters Score -1254517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1254517.125000 Penalty: 4600.913086
	Iteration 122Q: 3 clusters Score -1254517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1254520.250000 Penalty: 4600.913086
	Iteration 123Q: 3 clusters Score -1254520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1254520.375000 Penalty: 4600.913086
	Iteration 124Q: 3 clusters Score -1254520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1254523.625000 Penalty: 4600.913086
	Iteration 125Q: 3 clusters Score -1254524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1254526.000000 Penalty: 4600.913086
	Iteration 126Q: 3 clusters Score -1254526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1254525.125000 Penalty: 4600.913086
	Iteration 127Q: 3 clusters Score -1254525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1254523.875000 Penalty: 4600.913086
	Iteration 128Q: 3 clusters Score -1254524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1254523.875000 Penalty: 4600.913086
	Iteration 129F: 3 clusters Score -1254524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Entering Unmasked Estep 
Score: -1888353.125000 Penalty: 2375.918457
	Iteration 0F: 2 clusters Score -1888353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1877913.625000 Penalty: 4751.836914
	Iteration 0F: 3 clusters Score -1877914 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1881242.250000 Penalty: 4751.836914
	Iteration 1F: 3 clusters Score -1881242 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1881628.250000 Penalty: 4751.836914
	Iteration 2F: 3 clusters Score -1881628 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1881908.375000 Penalty: 4751.836914
	Iteration 3Q: 3 clusters Score -1881908 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1882162.625000 Penalty: 4751.836914
	Iteration 4Q: 3 clusters Score -1882163 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1882428.250000 Penalty: 4751.836914
	Iteration 5Q: 3 clusters Score -1882428 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1882726.750000 Penalty: 4751.836914
	Iteration 6Q: 3 clusters Score -1882727 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1882994.000000 Penalty: 4751.836914
	Iteration 7Q: 3 clusters Score -1882994 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1883227.500000 Penalty: 4751.836914
	Iteration 8Q: 3 clusters Score -1883228 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1883453.625000 Penalty: 4751.836914
	Iteration 9Q: 3 clusters Score -1883454 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1883674.750000 Penalty: 4751.836914
	Iteration 10Q: 3 clusters Score -1883675 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1883872.625000 Penalty: 4751.836914
	Iteration 11Q: 3 clusters Score -1883873 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1884076.000000 Penalty: 4751.836914
	Iteration 12Q: 3 clusters Score -1884076 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1884302.000000 Penalty: 4751.836914
	Iteration 13Q: 3 clusters Score -1884302 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1884513.125000 Penalty: 4751.836914
	Iteration 14Q: 3 clusters Score -1884513 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1884679.000000 Penalty: 4751.836914
	Iteration 15Q: 3 clusters Score -1884679 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1884841.125000 Penalty: 4751.836914
	Iteration 16Q: 3 clusters Score -1884841 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1884993.875000 Penalty: 4751.836914
	Iteration 17Q: 3 clusters Score -1884994 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1885126.125000 Penalty: 4751.836914
	Iteration 18Q: 3 clusters Score -1885126 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1885267.875000 Penalty: 4751.836914
	Iteration 19Q: 3 clusters Score -1885268 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1885421.375000 Penalty: 4751.836914
	Iteration 20F: 3 clusters Score -1885421 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1885561.250000 Penalty: 4751.836914
	Iteration 21Q: 3 clusters Score -1885561 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1885718.750000 Penalty: 4751.836914
	Iteration 22Q: 3 clusters Score -1885719 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1885871.625000 Penalty: 4751.836914
	Iteration 23Q: 3 clusters Score -1885872 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1886012.125000 Penalty: 4751.836914
	Iteration 24Q: 3 clusters Score -1886012 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1886138.375000 Penalty: 4751.836914
	Iteration 25Q: 3 clusters Score -1886138 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1886257.625000 Penalty: 4751.836914
	Iteration 26Q: 3 clusters Score -1886258 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1886354.125000 Penalty: 4751.836914
	Iteration 27Q: 3 clusters Score -1886354 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1886431.625000 Penalty: 4751.836914
	Iteration 28Q: 3 clusters Score -1886432 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1886495.375000 Penalty: 4751.836914
	Iteration 29Q: 3 clusters Score -1886495 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1886550.875000 Penalty: 4751.836914
	Iteration 30Q: 3 clusters Score -1886551 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1886581.875000 Penalty: 4751.836914
	Iteration 31Q: 3 clusters Score -1886582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1886609.000000 Penalty: 4751.836914
	Iteration 32Q: 3 clusters Score -1886609 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1886627.125000 Penalty: 4751.836914
	Iteration 33Q: 3 clusters Score -1886627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1886647.125000 Penalty: 4751.836914
	Iteration 34Q: 3 clusters Score -1886647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1886657.250000 Penalty: 4751.836914
	Iteration 35Q: 3 clusters Score -1886657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1886665.625000 Penalty: 4751.836914
	Iteration 36Q: 3 clusters Score -1886666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1886667.375000 Penalty: 4751.836914
	Iteration 37Q: 3 clusters Score -1886667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1886675.375000 Penalty: 4751.836914
	Iteration 38Q: 3 clusters Score -1886675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1886676.875000 Penalty: 4751.836914
	Iteration 39Q: 3 clusters Score -1886677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1886676.125000 Penalty: 4751.836914
	Iteration 40F: 3 clusters Score -1886676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1886677.750000 Penalty: 4751.836914
	Iteration 41Q: 3 clusters Score -1886678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1886674.625000 Penalty: 4751.836914
	Iteration 42Q: 3 clusters Score -1886675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1886677.250000 Penalty: 4751.836914
	Iteration 43Q: 3 clusters Score -1886677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1886679.750000 Penalty: 4751.836914
	Iteration 44Q: 3 clusters Score -1886680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1886684.250000 Penalty: 4751.836914
	Iteration 45Q: 3 clusters Score -1886684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1886685.500000 Penalty: 4751.836914
	Iteration 46Q: 3 clusters Score -1886686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1886688.250000 Penalty: 4751.836914
	Iteration 47Q: 3 clusters Score -1886688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1886690.625000 Penalty: 4751.836914
	Iteration 48Q: 3 clusters Score -1886691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1886689.875000 Penalty: 4751.836914
	Iteration 49Q: 3 clusters Score -1886690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1886691.125000 Penalty: 4751.836914
	Iteration 50Q: 3 clusters Score -1886691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1886694.750000 Penalty: 4751.836914
	Iteration 51Q: 3 clusters Score -1886695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1886696.375000 Penalty: 4751.836914
	Iteration 52Q: 3 clusters Score -1886696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1886696.375000 Penalty: 4751.836914
	Iteration 53F: 3 clusters Score -1886696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Entering Unmasked Estep 
Score: -659160.375000 Penalty: 2150.861572
	Iteration 0F: 2 clusters Score -659160.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -654082.312500 Penalty: 4301.723145
	Iteration 0F: 3 clusters Score -654082.3 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -655410.937500 Penalty: 4301.723145
	Iteration 1F: 3 clusters Score -655410.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -655707.250000 Penalty: 4301.723145
	Iteration 2F: 3 clusters Score -655707.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -655879.062500 Penalty: 4301.723145
	Iteration 3F: 3 clusters Score -655879.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -656016.312500 Penalty: 4301.723145
	Iteration 4Q: 3 clusters Score -656016.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -656121.250000 Penalty: 4301.723145
	Iteration 5Q: 3 clusters Score -656121.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -656215.875000 Penalty: 4301.723145
	Iteration 6Q: 3 clusters Score -656215.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -656304.812500 Penalty: 4301.723145
	Iteration 7Q: 3 clusters Score -656304.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -656388.812500 Penalty: 4301.723145
	Iteration 8Q: 3 clusters Score -656388.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -656482.062500 Penalty: 4301.723145
	Iteration 9Q: 3 clusters Score -656482.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -656570.875000 Penalty: 4301.723145
	Iteration 10Q: 3 clusters Score -656570.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -656667.375000 Penalty: 4301.723145
	Iteration 11Q: 3 clusters Score -656667.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -656763.812500 Penalty: 4301.723145
	Iteration 12Q: 3 clusters Score -656763.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -656854.500000 Penalty: 4301.723145
	Iteration 13Q: 3 clusters Score -656854.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -656953.000000 Penalty: 4301.723145
	Iteration 14Q: 3 clusters Score -656953 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -657073.312500 Penalty: 4301.723145
	Iteration 15Q: 3 clusters Score -657073.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -657182.562500 Penalty: 4301.723145
	Iteration 16Q: 3 clusters Score -657182.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -657280.312500 Penalty: 4301.723145
	Iteration 17Q: 3 clusters Score -657280.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -657384.000000 Penalty: 4301.723145
	Iteration 18Q: 3 clusters Score -657384 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -657521.437500 Penalty: 4301.723145
	Iteration 19Q: 3 clusters Score -657521.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -657657.250000 Penalty: 4301.723145
	Iteration 20F: 3 clusters Score -657657.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -657762.437500 Penalty: 4301.723145
	Iteration 21Q: 3 clusters Score -657762.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -657857.500000 Penalty: 4301.723145
	Iteration 22Q: 3 clusters Score -657857.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -657947.187500 Penalty: 4301.723145
	Iteration 23Q: 3 clusters Score -657947.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -658024.375000 Penalty: 4301.723145
	Iteration 24Q: 3 clusters Score -658024.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -658079.500000 Penalty: 4301.723145
	Iteration 25Q: 3 clusters Score -658079.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -658112.000000 Penalty: 4301.723145
	Iteration 26Q: 3 clusters Score -658112 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -658140.250000 Penalty: 4301.723145
	Iteration 27Q: 3 clusters Score -658140.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -658159.000000 Penalty: 4301.723145
	Iteration 28Q: 3 clusters Score -658159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -658173.187500 Penalty: 4301.723145
	Iteration 29Q: 3 clusters Score -658173.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -658182.500000 Penalty: 4301.723145
	Iteration 30Q: 3 clusters Score -658182.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -658184.750000 Penalty: 4301.723145
	Iteration 31Q: 3 clusters Score -658184.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -658187.812500 Penalty: 4301.723145
	Iteration 32Q: 3 clusters Score -658187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -658190.500000 Penalty: 4301.723145
	Iteration 33Q: 3 clusters Score -658190.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -658189.500000 Penalty: 4301.723145
	Iteration 34Q: 3 clusters Score -658189.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -658191.437500 Penalty: 4301.723145
	Iteration 35Q: 3 clusters Score -658191.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -658192.562500 Penalty: 4301.723145
	Iteration 36Q: 3 clusters Score -658192.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -658191.500000 Penalty: 4301.723145
	Iteration 37Q: 3 clusters Score -658191.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -658191.500000 Penalty: 4301.723145
	Iteration 38F: 3 clusters Score -658191.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (161334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161334 members 
Entering Unmasked Estep 
Score: -20983428.000000 Penalty: 2973.825439
	Iteration 0F: 2 clusters Score -2.098343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80823 members 
Mstep: Class 2 contains 80511 members 
Entering Unmasked Estep 
Score: -20877336.000000 Penalty: 5947.650879
	Iteration 0F: 3 clusters Score -2.087734e+07 nChanged 77169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83634 members 
Mstep: Class 2 contains 77700 members 
Entering Unmasked Estep 
Score: -20921770.000000 Penalty: 5947.650879
	Iteration 1F: 3 clusters Score -2.092177e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85319 members 
Mstep: Class 2 contains 76015 members 
Entering Unmasked Estep 
Score: -20923250.000000 Penalty: 5947.650879
	Iteration 2Q: 3 clusters Score -2.092325e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87981 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -20925362.000000 Penalty: 5947.650879
	Iteration 3Q: 3 clusters Score -2.092536e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92118 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -20928642.000000 Penalty: 5947.650879
	Iteration 4Q: 3 clusters Score -2.092864e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98058 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -20933796.000000 Penalty: 5947.650879
	Iteration 5F: 3 clusters Score -2.09338e+07 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106228 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -20941974.000000 Penalty: 5947.650879
	Iteration 6F: 3 clusters Score -2.094197e+07 nChanged 12033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115609 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -20952452.000000 Penalty: 5947.650879
	Iteration 7F: 3 clusters Score -2.095245e+07 nChanged 10958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124181 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -20962398.000000 Penalty: 5947.650879
	Iteration 8F: 3 clusters Score -2.09624e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130142 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -20968444.000000 Penalty: 5947.650879
	Iteration 9F: 3 clusters Score -2.096844e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134154 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -20971732.000000 Penalty: 5947.650879
	Iteration 10Q: 3 clusters Score -2.097173e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137311 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -20973728.000000 Penalty: 5947.650879
	Iteration 11Q: 3 clusters Score -2.097373e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139974 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -20975074.000000 Penalty: 5947.650879
	Iteration 12Q: 3 clusters Score -2.097507e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142374 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -20976300.000000 Penalty: 5947.650879
	Iteration 13Q: 3 clusters Score -2.09763e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144439 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -20977190.000000 Penalty: 5947.650879
	Iteration 14Q: 3 clusters Score -2.097719e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146316 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -20978020.000000 Penalty: 5947.650879
	Iteration 15Q: 3 clusters Score -2.097802e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148011 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -20978674.000000 Penalty: 5947.650879
	Iteration 16Q: 3 clusters Score -2.097867e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149544 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -20979228.000000 Penalty: 5947.650879
	Iteration 17Q: 3 clusters Score -2.097923e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150897 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -20979622.000000 Penalty: 5947.650879
	Iteration 18Q: 3 clusters Score -2.097962e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152033 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -20979910.000000 Penalty: 5947.650879
	Iteration 19Q: 3 clusters Score -2.097991e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153029 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -20980294.000000 Penalty: 5947.650879
	Iteration 20F: 3 clusters Score -2.098029e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153856 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -20980636.000000 Penalty: 5947.650879
	Iteration 21Q: 3 clusters Score -2.098064e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154538 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -20980812.000000 Penalty: 5947.650879
	Iteration 22Q: 3 clusters Score -2.098081e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155173 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -20980936.000000 Penalty: 5947.650879
	Iteration 23Q: 3 clusters Score -2.098094e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155696 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -20981074.000000 Penalty: 5947.650879
	Iteration 24Q: 3 clusters Score -2.098107e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156135 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -20981198.000000 Penalty: 5947.650879
	Iteration 25Q: 3 clusters Score -2.09812e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156508 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -20981322.000000 Penalty: 5947.650879
	Iteration 26Q: 3 clusters Score -2.098132e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156832 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -20981502.000000 Penalty: 5947.650879
	Iteration 27Q: 3 clusters Score -2.09815e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157097 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -20981710.000000 Penalty: 5947.650879
	Iteration 28Q: 3 clusters Score -2.098171e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157335 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -20982012.000000 Penalty: 5947.650879
	Iteration 29Q: 3 clusters Score -2.098201e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157500 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -20982218.000000 Penalty: 5947.650879
	Iteration 30Q: 3 clusters Score -2.098222e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157577 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -20982386.000000 Penalty: 5947.650879
	Iteration 31Q: 3 clusters Score -2.098239e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157622 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -20982504.000000 Penalty: 5947.650879
	Iteration 32Q: 3 clusters Score -2.09825e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157625 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -20982542.000000 Penalty: 5947.650879
	Iteration 33Q: 3 clusters Score -2.098254e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157602 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -20982636.000000 Penalty: 5947.650879
	Iteration 34Q: 3 clusters Score -2.098264e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157562 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -20982658.000000 Penalty: 5947.650879
	Iteration 35Q: 3 clusters Score -2.098266e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157528 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -20982650.000000 Penalty: 5947.650879
	Iteration 36Q: 3 clusters Score -2.098265e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157491 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -20982688.000000 Penalty: 5947.650879
	Iteration 37Q: 3 clusters Score -2.098269e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157459 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -20982682.000000 Penalty: 5947.650879
	Iteration 38Q: 3 clusters Score -2.098268e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157429 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -20982710.000000 Penalty: 5947.650879
	Iteration 39Q: 3 clusters Score -2.098271e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157405 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -20982734.000000 Penalty: 5947.650879
	Iteration 40F: 3 clusters Score -2.098273e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157373 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -20982750.000000 Penalty: 5947.650879
	Iteration 41Q: 3 clusters Score -2.098275e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157346 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -20982750.000000 Penalty: 5947.650879
	Iteration 42Q: 3 clusters Score -2.098275e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157332 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -20982748.000000 Penalty: 5947.650879
	Iteration 43Q: 3 clusters Score -2.098275e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -20982760.000000 Penalty: 5947.650879
	Iteration 44Q: 3 clusters Score -2.098276e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157295 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -20982750.000000 Penalty: 5947.650879
	Iteration 45Q: 3 clusters Score -2.098275e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157271 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -20982740.000000 Penalty: 5947.650879
	Iteration 46Q: 3 clusters Score -2.098274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157260 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -20982728.000000 Penalty: 5947.650879
	Iteration 47Q: 3 clusters Score -2.098273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157251 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -20982746.000000 Penalty: 5947.650879
	Iteration 48Q: 3 clusters Score -2.098275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157245 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -20982750.000000 Penalty: 5947.650879
	Iteration 49Q: 3 clusters Score -2.098275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157236 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -20982760.000000 Penalty: 5947.650879
	Iteration 50Q: 3 clusters Score -2.098276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157225 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -20982750.000000 Penalty: 5947.650879
	Iteration 51Q: 3 clusters Score -2.098275e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157210 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -20982760.000000 Penalty: 5947.650879
	Iteration 52Q: 3 clusters Score -2.098276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157204 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -20982760.000000 Penalty: 5947.650879
	Iteration 53Q: 3 clusters Score -2.098276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157196 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -20982766.000000 Penalty: 5947.650879
	Iteration 54Q: 3 clusters Score -2.098277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157192 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -20982764.000000 Penalty: 5947.650879
	Iteration 55Q: 3 clusters Score -2.098276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157189 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -20982770.000000 Penalty: 5947.650879
	Iteration 56Q: 3 clusters Score -2.098277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157188 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -20982768.000000 Penalty: 5947.650879
	Iteration 57Q: 3 clusters Score -2.098277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157187 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -20982770.000000 Penalty: 5947.650879
	Iteration 58Q: 3 clusters Score -2.098277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157185 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -20982754.000000 Penalty: 5947.650879
	Iteration 59Q: 3 clusters Score -2.098275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157181 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -20982760.000000 Penalty: 5947.650879
	Iteration 60F: 3 clusters Score -2.098276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157180 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -20982762.000000 Penalty: 5947.650879
	Iteration 61Q: 3 clusters Score -2.098276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157180 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -20982756.000000 Penalty: 5947.650879
	Iteration 62Q: 3 clusters Score -2.098276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157180 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -20982766.000000 Penalty: 5947.650879
	Iteration 63Q: 3 clusters Score -2.098277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157182 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -20982762.000000 Penalty: 5947.650879
	Iteration 64Q: 3 clusters Score -2.098276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157183 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -20982776.000000 Penalty: 5947.650879
	Iteration 65Q: 3 clusters Score -2.098278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157183 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -20982768.000000 Penalty: 5947.650879
	Iteration 66Q: 3 clusters Score -2.098277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157182 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -20982766.000000 Penalty: 5947.650879
	Iteration 67Q: 3 clusters Score -2.098277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157178 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -20982768.000000 Penalty: 5947.650879
	Iteration 68Q: 3 clusters Score -2.098277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157177 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -20982766.000000 Penalty: 5947.650879
	Iteration 69Q: 3 clusters Score -2.098277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157174 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -20982778.000000 Penalty: 5947.650879
	Iteration 70Q: 3 clusters Score -2.098278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157170 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -20982766.000000 Penalty: 5947.650879
	Iteration 71Q: 3 clusters Score -2.098277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157170 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -20982770.000000 Penalty: 5947.650879
	Iteration 72Q: 3 clusters Score -2.098277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157168 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -20982772.000000 Penalty: 5947.650879
	Iteration 73Q: 3 clusters Score -2.098277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157165 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -20982778.000000 Penalty: 5947.650879
	Iteration 74Q: 3 clusters Score -2.098278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157163 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -20982776.000000 Penalty: 5947.650879
	Iteration 75Q: 3 clusters Score -2.098278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157164 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -20982774.000000 Penalty: 5947.650879
	Iteration 76Q: 3 clusters Score -2.098277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157164 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -20982774.000000 Penalty: 5947.650879
	Iteration 77F: 3 clusters Score -2.098277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (274604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274604 members 
Entering Unmasked Estep 
Score: -35722144.000000 Penalty: 3105.725342
	Iteration 0F: 2 clusters Score -3.572214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137147 members 
Mstep: Class 2 contains 137457 members 
Entering Unmasked Estep 
Score: -35549712.000000 Penalty: 6211.450684
	Iteration 0F: 3 clusters Score -3.554971e+07 nChanged 132880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132997 members 
Mstep: Class 2 contains 141607 members 
Entering Unmasked Estep 
Score: -35627428.000000 Penalty: 6211.450684
	Iteration 1F: 3 clusters Score -3.562743e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130262 members 
Mstep: Class 2 contains 144342 members 
Entering Unmasked Estep 
Score: -35628400.000000 Penalty: 6211.450684
	Iteration 2Q: 3 clusters Score -3.56284e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126098 members 
Mstep: Class 2 contains 148506 members 
Entering Unmasked Estep 
Score: -35629348.000000 Penalty: 6211.450684
	Iteration 3Q: 3 clusters Score -3.562935e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119702 members 
Mstep: Class 2 contains 154902 members 
Entering Unmasked Estep 
Score: -35631524.000000 Penalty: 6211.450684
	Iteration 4Q: 3 clusters Score -3.563152e+07 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109750 members 
Mstep: Class 2 contains 164854 members 
Entering Unmasked Estep 
Score: -35635440.000000 Penalty: 6211.450684
	Iteration 5Q: 3 clusters Score -3.563544e+07 nChanged 15289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94659 members 
Mstep: Class 2 contains 179945 members 
Entering Unmasked Estep 
Score: -35642964.000000 Penalty: 6211.450684
	Iteration 6F: 3 clusters Score -3.564296e+07 nChanged 21235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 201162 members 
Entering Unmasked Estep 
Score: -35657320.000000 Penalty: 6211.450684
	Iteration 7F: 3 clusters Score -3.565732e+07 nChanged 25483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 226641 members 
Entering Unmasked Estep 
Score: -35677392.000000 Penalty: 6211.450684
	Iteration 8F: 3 clusters Score -3.567739e+07 nChanged 23272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 249913 members 
Entering Unmasked Estep 
Score: -35696884.000000 Penalty: 6211.450684
	Iteration 9F: 3 clusters Score -3.569688e+07 nChanged 15013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 264926 members 
Entering Unmasked Estep 
Score: -35709896.000000 Penalty: 6211.450684
	Iteration 10F: 3 clusters Score -3.57099e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 271380 members 
Entering Unmasked Estep 
Score: -35715972.000000 Penalty: 6211.450684
	Iteration 11Q: 3 clusters Score -3.571597e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 273562 members 
Entering Unmasked Estep 
Score: -35718144.000000 Penalty: 6211.450684
	Iteration 12Q: 3 clusters Score -3.571814e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 274141 members 
Entering Unmasked Estep 
Score: -35718840.000000 Penalty: 6211.450684
	Iteration 13Q: 3 clusters Score -3.571884e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 274264 members 
Entering Unmasked Estep 
Score: -35719052.000000 Penalty: 6211.450684
	Iteration 14Q: 3 clusters Score -3.571905e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 274309 members 
Entering Unmasked Estep 
Score: -35719148.000000 Penalty: 6211.450684
	Iteration 15Q: 3 clusters Score -3.571915e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 274328 members 
Entering Unmasked Estep 
Score: -35719216.000000 Penalty: 6211.450684
	Iteration 16Q: 3 clusters Score -3.571922e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 274335 members 
Entering Unmasked Estep 
Score: -35719264.000000 Penalty: 6211.450684
	Iteration 17Q: 3 clusters Score -3.571926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 274339 members 
Entering Unmasked Estep 
Score: -35719296.000000 Penalty: 6211.450684
	Iteration 18Q: 3 clusters Score -3.57193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 274341 members 
Entering Unmasked Estep 
Score: -35719300.000000 Penalty: 6211.450684
	Iteration 19Q: 3 clusters Score -3.57193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 274348 members 
Entering Unmasked Estep 
Score: -35719312.000000 Penalty: 6211.450684
	Iteration 20F: 3 clusters Score -3.571931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 274349 members 
Entering Unmasked Estep 
Score: -35719304.000000 Penalty: 6211.450684
	Iteration 21Q: 3 clusters Score -3.57193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 274347 members 
Entering Unmasked Estep 
Score: -35719300.000000 Penalty: 6211.450684
	Iteration 22Q: 3 clusters Score -3.57193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 274345 members 
Entering Unmasked Estep 
Score: -35719308.000000 Penalty: 6211.450684
	Iteration 23Q: 3 clusters Score -3.571931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 274344 members 
Entering Unmasked Estep 
Score: -35719324.000000 Penalty: 6211.450684
	Iteration 24Q: 3 clusters Score -3.571932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 274343 members 
Entering Unmasked Estep 
Score: -35719324.000000 Penalty: 6211.450684
	Iteration 25Q: 3 clusters Score -3.571932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 274342 members 
Entering Unmasked Estep 
Score: -35719320.000000 Penalty: 6211.450684
	Iteration 26Q: 3 clusters Score -3.571932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 274343 members 
Entering Unmasked Estep 
Score: -35719344.000000 Penalty: 6211.450684
	Iteration 27Q: 3 clusters Score -3.571934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 274345 members 
Entering Unmasked Estep 
Score: -35719332.000000 Penalty: 6211.450684
	Iteration 28Q: 3 clusters Score -3.571933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 274346 members 
Entering Unmasked Estep 
Score: -35719324.000000 Penalty: 6211.450684
	Iteration 29Q: 3 clusters Score -3.571932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 274345 members 
Entering Unmasked Estep 
Score: -35719328.000000 Penalty: 6211.450684
	Iteration 30Q: 3 clusters Score -3.571933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 274345 members 
Entering Unmasked Estep 
Score: -35719328.000000 Penalty: 6211.450684
	Iteration 31F: 3 clusters Score -3.571933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Entering Unmasked Estep 
Score: -1666299.250000 Penalty: 2356.320557
	Iteration 0F: 2 clusters Score -1666299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1656460.000000 Penalty: 4712.641113
	Iteration 0F: 3 clusters Score -1656460 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1659621.000000 Penalty: 4712.641113
	Iteration 1F: 3 clusters Score -1659621 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1660012.625000 Penalty: 4712.641113
	Iteration 2F: 3 clusters Score -1660013 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1660332.000000 Penalty: 4712.641113
	Iteration 3F: 3 clusters Score -1660332 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1660609.750000 Penalty: 4712.641113
	Iteration 4Q: 3 clusters Score -1660610 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1660842.625000 Penalty: 4712.641113
	Iteration 5Q: 3 clusters Score -1660843 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1661046.625000 Penalty: 4712.641113
	Iteration 6Q: 3 clusters Score -1661047 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1661221.250000 Penalty: 4712.641113
	Iteration 7Q: 3 clusters Score -1661221 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1661394.375000 Penalty: 4712.641113
	Iteration 8Q: 3 clusters Score -1661394 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1661570.875000 Penalty: 4712.641113
	Iteration 9Q: 3 clusters Score -1661571 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1661739.625000 Penalty: 4712.641113
	Iteration 10Q: 3 clusters Score -1661740 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1661897.125000 Penalty: 4712.641113
	Iteration 11Q: 3 clusters Score -1661897 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1662036.000000 Penalty: 4712.641113
	Iteration 12Q: 3 clusters Score -1662036 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1662160.875000 Penalty: 4712.641113
	Iteration 13Q: 3 clusters Score -1662161 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1662270.750000 Penalty: 4712.641113
	Iteration 14Q: 3 clusters Score -1662271 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1662359.750000 Penalty: 4712.641113
	Iteration 15Q: 3 clusters Score -1662360 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1662437.500000 Penalty: 4712.641113
	Iteration 16Q: 3 clusters Score -1662438 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1662489.375000 Penalty: 4712.641113
	Iteration 17Q: 3 clusters Score -1662489 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1662535.375000 Penalty: 4712.641113
	Iteration 18Q: 3 clusters Score -1662535 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1662568.375000 Penalty: 4712.641113
	Iteration 19Q: 3 clusters Score -1662568 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1662603.125000 Penalty: 4712.641113
	Iteration 20F: 3 clusters Score -1662603 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1662649.250000 Penalty: 4712.641113
	Iteration 21Q: 3 clusters Score -1662649 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1662695.250000 Penalty: 4712.641113
	Iteration 22Q: 3 clusters Score -1662695 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1662744.875000 Penalty: 4712.641113
	Iteration 23Q: 3 clusters Score -1662745 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1662809.250000 Penalty: 4712.641113
	Iteration 24Q: 3 clusters Score -1662809 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1662868.875000 Penalty: 4712.641113
	Iteration 25Q: 3 clusters Score -1662869 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1662943.000000 Penalty: 4712.641113
	Iteration 26Q: 3 clusters Score -1662943 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1663010.250000 Penalty: 4712.641113
	Iteration 27Q: 3 clusters Score -1663010 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1663099.500000 Penalty: 4712.641113
	Iteration 28Q: 3 clusters Score -1663100 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1663215.375000 Penalty: 4712.641113
	Iteration 29Q: 3 clusters Score -1663215 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1663332.250000 Penalty: 4712.641113
	Iteration 30Q: 3 clusters Score -1663332 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1663441.375000 Penalty: 4712.641113
	Iteration 31Q: 3 clusters Score -1663441 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1663539.375000 Penalty: 4712.641113
	Iteration 32Q: 3 clusters Score -1663539 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1663642.625000 Penalty: 4712.641113
	Iteration 33Q: 3 clusters Score -1663643 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1663746.500000 Penalty: 4712.641113
	Iteration 34Q: 3 clusters Score -1663746 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1663832.125000 Penalty: 4712.641113
	Iteration 35Q: 3 clusters Score -1663832 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1663914.000000 Penalty: 4712.641113
	Iteration 36Q: 3 clusters Score -1663914 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1663978.000000 Penalty: 4712.641113
	Iteration 37Q: 3 clusters Score -1663978 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1664029.500000 Penalty: 4712.641113
	Iteration 38Q: 3 clusters Score -1664030 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1664072.625000 Penalty: 4712.641113
	Iteration 39Q: 3 clusters Score -1664073 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1664120.500000 Penalty: 4712.641113
	Iteration 40F: 3 clusters Score -1664120 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1664162.625000 Penalty: 4712.641113
	Iteration 41Q: 3 clusters Score -1664163 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1664196.625000 Penalty: 4712.641113
	Iteration 42Q: 3 clusters Score -1664197 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1664218.125000 Penalty: 4712.641113
	Iteration 43Q: 3 clusters Score -1664218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1664234.875000 Penalty: 4712.641113
	Iteration 44Q: 3 clusters Score -1664235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1664244.000000 Penalty: 4712.641113
	Iteration 45Q: 3 clusters Score -1664244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1664264.500000 Penalty: 4712.641113
	Iteration 46Q: 3 clusters Score -1664264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1664281.000000 Penalty: 4712.641113
	Iteration 47Q: 3 clusters Score -1664281 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1664297.500000 Penalty: 4712.641113
	Iteration 48Q: 3 clusters Score -1664298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1664317.000000 Penalty: 4712.641113
	Iteration 49Q: 3 clusters Score -1664317 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1664329.625000 Penalty: 4712.641113
	Iteration 50Q: 3 clusters Score -1664330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1664340.125000 Penalty: 4712.641113
	Iteration 51Q: 3 clusters Score -1664340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1664353.125000 Penalty: 4712.641113
	Iteration 52Q: 3 clusters Score -1664353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1664366.750000 Penalty: 4712.641113
	Iteration 53Q: 3 clusters Score -1664367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1664374.250000 Penalty: 4712.641113
	Iteration 54Q: 3 clusters Score -1664374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1664380.375000 Penalty: 4712.641113
	Iteration 55Q: 3 clusters Score -1664380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1664391.750000 Penalty: 4712.641113
	Iteration 56Q: 3 clusters Score -1664392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1664396.750000 Penalty: 4712.641113
	Iteration 57Q: 3 clusters Score -1664397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1664407.750000 Penalty: 4712.641113
	Iteration 58Q: 3 clusters Score -1664408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1664415.000000 Penalty: 4712.641113
	Iteration 59Q: 3 clusters Score -1664415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1664424.625000 Penalty: 4712.641113
	Iteration 60F: 3 clusters Score -1664425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1664429.875000 Penalty: 4712.641113
	Iteration 61Q: 3 clusters Score -1664430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1664436.375000 Penalty: 4712.641113
	Iteration 62Q: 3 clusters Score -1664436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1664444.500000 Penalty: 4712.641113
	Iteration 63Q: 3 clusters Score -1664444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1664449.875000 Penalty: 4712.641113
	Iteration 64Q: 3 clusters Score -1664450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1664447.375000 Penalty: 4712.641113
	Iteration 65Q: 3 clusters Score -1664447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1664450.125000 Penalty: 4712.641113
	Iteration 66Q: 3 clusters Score -1664450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1664450.625000 Penalty: 4712.641113
	Iteration 67Q: 3 clusters Score -1664451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1664458.250000 Penalty: 4712.641113
	Iteration 68Q: 3 clusters Score -1664458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1664459.000000 Penalty: 4712.641113
	Iteration 69Q: 3 clusters Score -1664459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1664462.125000 Penalty: 4712.641113
	Iteration 70Q: 3 clusters Score -1664462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1664459.625000 Penalty: 4712.641113
	Iteration 71Q: 3 clusters Score -1664460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1664461.250000 Penalty: 4712.641113
	Iteration 72Q: 3 clusters Score -1664461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1664461.500000 Penalty: 4712.641113
	Iteration 73Q: 3 clusters Score -1664462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1664463.750000 Penalty: 4712.641113
	Iteration 74Q: 3 clusters Score -1664464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1664465.000000 Penalty: 4712.641113
	Iteration 75Q: 3 clusters Score -1664465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1664464.125000 Penalty: 4712.641113
	Iteration 76Q: 3 clusters Score -1664464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1664463.375000 Penalty: 4712.641113
	Iteration 77Q: 3 clusters Score -1664463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1664463.750000 Penalty: 4712.641113
	Iteration 78Q: 3 clusters Score -1664464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1664463.750000 Penalty: 4712.641113
	Iteration 79F: 3 clusters Score -1664464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -112053.062500 Penalty: 1716.571167
	Iteration 0F: 2 clusters Score -112053.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -110188.460938 Penalty: 3433.142334
	Iteration 0F: 3 clusters Score -110188.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -110771.296875 Penalty: 3433.142334
	Iteration 1F: 3 clusters Score -110771.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -111118.453125 Penalty: 3433.142334
	Iteration 2F: 3 clusters Score -111118.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -111474.945312 Penalty: 3433.142334
	Iteration 3F: 3 clusters Score -111474.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -111958.656250 Penalty: 3433.142334
	Iteration 4F: 3 clusters Score -111958.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -112602.320312 Penalty: 3433.142334
	Iteration 5Q: 3 clusters Score -112602.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -112854.179688 Penalty: 3433.142334
	Iteration 6Q: 3 clusters Score -112854.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -112875.664062 Penalty: 3433.142334
	Iteration 7Q: 3 clusters Score -112875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -112878.960938 Penalty: 3433.142334
	Iteration 8Q: 3 clusters Score -112879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -112885.898438 Penalty: 3433.142334
	Iteration 9Q: 3 clusters Score -112885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -112893.812500 Penalty: 3433.142334
	Iteration 10Q: 3 clusters Score -112893.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -112900.062500 Penalty: 3433.142334
	Iteration 11Q: 3 clusters Score -112900.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -112907.859375 Penalty: 3433.142334
	Iteration 12Q: 3 clusters Score -112907.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -112919.062500 Penalty: 3433.142334
	Iteration 13Q: 3 clusters Score -112919.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -112934.164062 Penalty: 3433.142334
	Iteration 14Q: 3 clusters Score -112934.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -112941.781250 Penalty: 3433.142334
	Iteration 15Q: 3 clusters Score -112941.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -112945.953125 Penalty: 3433.142334
	Iteration 16Q: 3 clusters Score -112946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -112948.031250 Penalty: 3433.142334
	Iteration 17Q: 3 clusters Score -112948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -112949.031250 Penalty: 3433.142334
	Iteration 18Q: 3 clusters Score -112949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -112949.968750 Penalty: 3433.142334
	Iteration 19Q: 3 clusters Score -112950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -112953.359375 Penalty: 3433.142334
	Iteration 20F: 3 clusters Score -112953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -112958.437500 Penalty: 3433.142334
	Iteration 21Q: 3 clusters Score -112958.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -112963.148438 Penalty: 3433.142334
	Iteration 22Q: 3 clusters Score -112963.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -112965.453125 Penalty: 3433.142334
	Iteration 23Q: 3 clusters Score -112965.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -112967.343750 Penalty: 3433.142334
	Iteration 24Q: 3 clusters Score -112967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -112969.554688 Penalty: 3433.142334
	Iteration 25Q: 3 clusters Score -112969.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -112979.156250 Penalty: 3433.142334
	Iteration 26Q: 3 clusters Score -112979.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -113004.789062 Penalty: 3433.142334
	Iteration 27Q: 3 clusters Score -113004.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -113043.734375 Penalty: 3433.142334
	Iteration 28Q: 3 clusters Score -113043.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -113115.750000 Penalty: 3433.142334
	Iteration 29Q: 3 clusters Score -113115.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -113246.468750 Penalty: 3433.142334
	Iteration 30Q: 3 clusters Score -113246.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -113402.390625 Penalty: 3433.142334
	Iteration 31Q: 3 clusters Score -113402.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -113412.460938 Penalty: 3433.142334
	Iteration 32Q: 3 clusters Score -113412.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -113413.750000 Penalty: 3433.142334
	Iteration 33Q: 3 clusters Score -113413.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -113415.226562 Penalty: 3433.142334
	Iteration 34Q: 3 clusters Score -113415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -113416.781250 Penalty: 3433.142334
	Iteration 35Q: 3 clusters Score -113416.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -113416.781250 Penalty: 3433.142334
	Iteration 36F: 3 clusters Score -113416.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161334 members 
Mstep: Class 5 contains 274604 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 394 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36690 members 
Mstep: Class 15 contains 13115 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43885 members 
Mstep: Class 18 contains 922 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 13638 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Mstep: Class 27 contains 620 members 
Entering Unmasked Estep 
Score: -90828256.000000 Penalty: 90278.039062
Splitting cluster 7 changes total score from -90828608.000000 to -90828256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -291535.156250 Penalty: 1920.868042
	Iteration 0F: 2 clusters Score -291535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -288714.218750 Penalty: 3841.736084
	Iteration 0F: 3 clusters Score -288714.2 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -289265.468750 Penalty: 3841.736084
	Iteration 1F: 3 clusters Score -289265.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -289405.000000 Penalty: 3841.736084
	Iteration 2F: 3 clusters Score -289405 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -289474.875000 Penalty: 3841.736084
	Iteration 3Q: 3 clusters Score -289474.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -289524.937500 Penalty: 3841.736084
	Iteration 4Q: 3 clusters Score -289524.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -289556.406250 Penalty: 3841.736084
	Iteration 5Q: 3 clusters Score -289556.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -289573.843750 Penalty: 3841.736084
	Iteration 6Q: 3 clusters Score -289573.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -289582.218750 Penalty: 3841.736084
	Iteration 7Q: 3 clusters Score -289582.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -289588.968750 Penalty: 3841.736084
	Iteration 8Q: 3 clusters Score -289589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -289601.062500 Penalty: 3841.736084
	Iteration 9Q: 3 clusters Score -289601.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -289612.468750 Penalty: 3841.736084
	Iteration 10Q: 3 clusters Score -289612.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -289620.781250 Penalty: 3841.736084
	Iteration 11Q: 3 clusters Score -289620.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -289625.968750 Penalty: 3841.736084
	Iteration 12Q: 3 clusters Score -289626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -289629.687500 Penalty: 3841.736084
	Iteration 13Q: 3 clusters Score -289629.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -289633.031250 Penalty: 3841.736084
	Iteration 14Q: 3 clusters Score -289633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -289635.343750 Penalty: 3841.736084
	Iteration 15Q: 3 clusters Score -289635.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -289637.593750 Penalty: 3841.736084
	Iteration 16Q: 3 clusters Score -289637.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -289637.781250 Penalty: 3841.736084
	Iteration 17Q: 3 clusters Score -289637.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -289638.031250 Penalty: 3841.736084
	Iteration 18Q: 3 clusters Score -289638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -289639.500000 Penalty: 3841.736084
	Iteration 19Q: 3 clusters Score -289639.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -289640.000000 Penalty: 3841.736084
	Iteration 20F: 3 clusters Score -289640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -289640.375000 Penalty: 3841.736084
	Iteration 21Q: 3 clusters Score -289640.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -289643.218750 Penalty: 3841.736084
	Iteration 22Q: 3 clusters Score -289643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -289644.781250 Penalty: 3841.736084
	Iteration 23Q: 3 clusters Score -289644.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -289644.781250 Penalty: 3841.736084
	Iteration 24F: 3 clusters Score -289644.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -290179.625000 Penalty: 1919.145020
	Iteration 0F: 2 clusters Score -290179.6 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 1097 members 
Entering Unmasked Estep 
Score: -287384.375000 Penalty: 3838.290039
	Iteration 0F: 3 clusters Score -287384.4 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -287897.125000 Penalty: 3838.290039
	Iteration 1F: 3 clusters Score -287897.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -288032.125000 Penalty: 3838.290039
	Iteration 2F: 3 clusters Score -288032.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -288125.031250 Penalty: 3838.290039
	Iteration 3Q: 3 clusters Score -288125 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -288186.281250 Penalty: 3838.290039
	Iteration 4Q: 3 clusters Score -288186.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -288230.125000 Penalty: 3838.290039
	Iteration 5Q: 3 clusters Score -288230.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -288258.468750 Penalty: 3838.290039
	Iteration 6Q: 3 clusters Score -288258.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -288281.562500 Penalty: 3838.290039
	Iteration 7Q: 3 clusters Score -288281.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -288298.718750 Penalty: 3838.290039
	Iteration 8Q: 3 clusters Score -288298.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -288314.156250 Penalty: 3838.290039
	Iteration 9Q: 3 clusters Score -288314.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -288330.125000 Penalty: 3838.290039
	Iteration 10Q: 3 clusters Score -288330.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -288340.656250 Penalty: 3838.290039
	Iteration 11Q: 3 clusters Score -288340.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -288346.468750 Penalty: 3838.290039
	Iteration 12Q: 3 clusters Score -288346.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -288351.000000 Penalty: 3838.290039
	Iteration 13Q: 3 clusters Score -288351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -288352.593750 Penalty: 3838.290039
	Iteration 14Q: 3 clusters Score -288352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -288352.625000 Penalty: 3838.290039
	Iteration 15Q: 3 clusters Score -288352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -288353.343750 Penalty: 3838.290039
	Iteration 16Q: 3 clusters Score -288353.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -288354.000000 Penalty: 3838.290039
	Iteration 17Q: 3 clusters Score -288354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -288355.125000 Penalty: 3838.290039
	Iteration 18Q: 3 clusters Score -288355.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -288356.937500 Penalty: 3838.290039
	Iteration 19Q: 3 clusters Score -288356.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -288358.468750 Penalty: 3838.290039
	Iteration 20F: 3 clusters Score -288358.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -288359.375000 Penalty: 3838.290039
	Iteration 21Q: 3 clusters Score -288359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -288360.656250 Penalty: 3838.290039
	Iteration 22Q: 3 clusters Score -288360.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -288360.656250 Penalty: 3838.290039
	Iteration 23Q: 3 clusters Score -288360.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -288360.656250 Penalty: 3838.290039
	Iteration 24F: 3 clusters Score -288360.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Entering Unmasked Estep 
Score: -6968465.500000 Penalty: 2704.922607
	Iteration 0F: 2 clusters Score -6968466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -6931624.500000 Penalty: 5409.845215
	Iteration 0F: 3 clusters Score -6931624 nChanged 25272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -6945636.500000 Penalty: 5409.845215
	Iteration 1F: 3 clusters Score -6945636 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -6946015.000000 Penalty: 5409.845215
	Iteration 2Q: 3 clusters Score -6946015 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -6946325.500000 Penalty: 5409.845215
	Iteration 3Q: 3 clusters Score -6946326 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -6946682.000000 Penalty: 5409.845215
	Iteration 4Q: 3 clusters Score -6946682 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -6946965.500000 Penalty: 5409.845215
	Iteration 5Q: 3 clusters Score -6946966 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -6947205.500000 Penalty: 5409.845215
	Iteration 6Q: 3 clusters Score -6947206 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -6947455.500000 Penalty: 5409.845215
	Iteration 7Q: 3 clusters Score -6947456 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -6947729.500000 Penalty: 5409.845215
	Iteration 8Q: 3 clusters Score -6947730 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -6947978.000000 Penalty: 5409.845215
	Iteration 9Q: 3 clusters Score -6947978 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -6948262.500000 Penalty: 5409.845215
	Iteration 10Q: 3 clusters Score -6948262 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -6948577.500000 Penalty: 5409.845215
	Iteration 11Q: 3 clusters Score -6948578 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -6948878.000000 Penalty: 5409.845215
	Iteration 12Q: 3 clusters Score -6948878 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -6949160.000000 Penalty: 5409.845215
	Iteration 13Q: 3 clusters Score -6949160 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -6949428.000000 Penalty: 5409.845215
	Iteration 14Q: 3 clusters Score -6949428 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -6949749.500000 Penalty: 5409.845215
	Iteration 15Q: 3 clusters Score -6949750 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -6950087.000000 Penalty: 5409.845215
	Iteration 16Q: 3 clusters Score -6950087 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -6950483.500000 Penalty: 5409.845215
	Iteration 17Q: 3 clusters Score -6950484 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -6950955.000000 Penalty: 5409.845215
	Iteration 18Q: 3 clusters Score -6950955 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -6951454.500000 Penalty: 5409.845215
	Iteration 19Q: 3 clusters Score -6951454 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -6952026.000000 Penalty: 5409.845215
	Iteration 20F: 3 clusters Score -6952026 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -6952845.000000 Penalty: 5409.845215
	Iteration 21Q: 3 clusters Score -6952845 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -6953944.500000 Penalty: 5409.845215
	Iteration 22Q: 3 clusters Score -6953944 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -6955168.000000 Penalty: 5409.845215
	Iteration 23Q: 3 clusters Score -6955168 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -6956057.000000 Penalty: 5409.845215
	Iteration 24Q: 3 clusters Score -6956057 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -6956611.000000 Penalty: 5409.845215
	Iteration 25Q: 3 clusters Score -6956611 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -6956926.500000 Penalty: 5409.845215
	Iteration 26Q: 3 clusters Score -6956926 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -6957097.000000 Penalty: 5409.845215
	Iteration 27Q: 3 clusters Score -6957097 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -6957244.500000 Penalty: 5409.845215
	Iteration 28Q: 3 clusters Score -6957244 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -6957332.500000 Penalty: 5409.845215
	Iteration 29Q: 3 clusters Score -6957332 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -6957433.000000 Penalty: 5409.845215
	Iteration 30Q: 3 clusters Score -6957433 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -6957588.000000 Penalty: 5409.845215
	Iteration 31Q: 3 clusters Score -6957588 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -6957731.500000 Penalty: 5409.845215
	Iteration 32Q: 3 clusters Score -6957732 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -6957874.000000 Penalty: 5409.845215
	Iteration 33Q: 3 clusters Score -6957874 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -6958025.000000 Penalty: 5409.845215
	Iteration 34Q: 3 clusters Score -6958025 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -6958198.500000 Penalty: 5409.845215
	Iteration 35Q: 3 clusters Score -6958198 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -6958396.500000 Penalty: 5409.845215
	Iteration 36Q: 3 clusters Score -6958396 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -6958715.000000 Penalty: 5409.845215
	Iteration 37Q: 3 clusters Score -6958715 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -6959080.000000 Penalty: 5409.845215
	Iteration 38Q: 3 clusters Score -6959080 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -6959661.000000 Penalty: 5409.845215
	Iteration 39Q: 3 clusters Score -6959661 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -6960342.500000 Penalty: 5409.845215
	Iteration 40F: 3 clusters Score -6960342 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -6961180.000000 Penalty: 5409.845215
	Iteration 41Q: 3 clusters Score -6961180 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -6962101.500000 Penalty: 5409.845215
	Iteration 42Q: 3 clusters Score -6962102 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -6962903.500000 Penalty: 5409.845215
	Iteration 43Q: 3 clusters Score -6962904 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -6963517.000000 Penalty: 5409.845215
	Iteration 44Q: 3 clusters Score -6963517 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -6963949.000000 Penalty: 5409.845215
	Iteration 45Q: 3 clusters Score -6963949 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -6964296.500000 Penalty: 5409.845215
	Iteration 46Q: 3 clusters Score -6964296 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -6964585.500000 Penalty: 5409.845215
	Iteration 47Q: 3 clusters Score -6964586 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -6964804.500000 Penalty: 5409.845215
	Iteration 48Q: 3 clusters Score -6964804 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -6964913.500000 Penalty: 5409.845215
	Iteration 49Q: 3 clusters Score -6964914 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -6965004.000000 Penalty: 5409.845215
	Iteration 50Q: 3 clusters Score -6965004 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -6965091.500000 Penalty: 5409.845215
	Iteration 51Q: 3 clusters Score -6965092 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -6965141.000000 Penalty: 5409.845215
	Iteration 52Q: 3 clusters Score -6965141 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -6965235.500000 Penalty: 5409.845215
	Iteration 53Q: 3 clusters Score -6965236 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -6965256.000000 Penalty: 5409.845215
	Iteration 54Q: 3 clusters Score -6965256 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -6965309.500000 Penalty: 5409.845215
	Iteration 55Q: 3 clusters Score -6965310 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -6965319.000000 Penalty: 5409.845215
	Iteration 56Q: 3 clusters Score -6965319 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -6965330.500000 Penalty: 5409.845215
	Iteration 57Q: 3 clusters Score -6965330 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -6965363.500000 Penalty: 5409.845215
	Iteration 58Q: 3 clusters Score -6965364 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -6965392.000000 Penalty: 5409.845215
	Iteration 59Q: 3 clusters Score -6965392 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -6965421.000000 Penalty: 5409.845215
	Iteration 60F: 3 clusters Score -6965421 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -6965451.000000 Penalty: 5409.845215
	Iteration 61Q: 3 clusters Score -6965451 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -6965484.500000 Penalty: 5409.845215
	Iteration 62Q: 3 clusters Score -6965484 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -6965493.500000 Penalty: 5409.845215
	Iteration 63Q: 3 clusters Score -6965494 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -6965498.000000 Penalty: 5409.845215
	Iteration 64Q: 3 clusters Score -6965498 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -6965530.500000 Penalty: 5409.845215
	Iteration 65Q: 3 clusters Score -6965530 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -6965529.500000 Penalty: 5409.845215
	Iteration 66Q: 3 clusters Score -6965530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -6965556.500000 Penalty: 5409.845215
	Iteration 67Q: 3 clusters Score -6965556 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6965557 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -6965569.000000 Penalty: 5409.845215
	Iteration 69Q: 3 clusters Score -6965569 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -6965572.500000 Penalty: 5409.845215
	Iteration 70Q: 3 clusters Score -6965572 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -6965593.500000 Penalty: 5409.845215
	Iteration 71Q: 3 clusters Score -6965594 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -6965608.000000 Penalty: 5409.845215
	Iteration 72Q: 3 clusters Score -6965608 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -6965622.500000 Penalty: 5409.845215
	Iteration 73Q: 3 clusters Score -6965622 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -6965642.500000 Penalty: 5409.845215
	Iteration 74Q: 3 clusters Score -6965642 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -6965654.500000 Penalty: 5409.845215
	Iteration 75Q: 3 clusters Score -6965654 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -6965673.500000 Penalty: 5409.845215
	Iteration 76Q: 3 clusters Score -6965674 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -6965695.000000 Penalty: 5409.845215
	Iteration 77Q: 3 clusters Score -6965695 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -6965708.500000 Penalty: 5409.845215
	Iteration 78Q: 3 clusters Score -6965708 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -6965722.000000 Penalty: 5409.845215
	Iteration 79Q: 3 clusters Score -6965722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -6965723.000000 Penalty: 5409.845215
	Iteration 80F: 3 clusters Score -6965723 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -6965738.000000 Penalty: 5409.845215
	Iteration 81Q: 3 clusters Score -6965738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -6965735.000000 Penalty: 5409.845215
	Iteration 82Q: 3 clusters Score -6965735 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -6965744.500000 Penalty: 5409.845215
	Iteration 83Q: 3 clusters Score -6965744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -6965756.000000 Penalty: 5409.845215
	Iteration 84Q: 3 clusters Score -6965756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -6965762.500000 Penalty: 5409.845215
	Iteration 85Q: 3 clusters Score -6965762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -6965762.000000 Penalty: 5409.845215
	Iteration 86Q: 3 clusters Score -6965762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -6965770.000000 Penalty: 5409.845215
	Iteration 87Q: 3 clusters Score -6965770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -6965761.500000 Penalty: 5409.845215
	Iteration 88Q: 3 clusters Score -6965762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -6965775.500000 Penalty: 5409.845215
	Iteration 89Q: 3 clusters Score -6965776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -6965771.500000 Penalty: 5409.845215
	Iteration 90Q: 3 clusters Score -6965772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -6965788.000000 Penalty: 5409.845215
	Iteration 91Q: 3 clusters Score -6965788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -6965783.000000 Penalty: 5409.845215
	Iteration 92Q: 3 clusters Score -6965783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -6965787.500000 Penalty: 5409.845215
	Iteration 93Q: 3 clusters Score -6965788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -6965798.000000 Penalty: 5409.845215
	Iteration 94Q: 3 clusters Score -6965798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -6965806.500000 Penalty: 5409.845215
	Iteration 95Q: 3 clusters Score -6965806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -6965798.500000 Penalty: 5409.845215
	Iteration 96Q: 3 clusters Score -6965798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -6965796.500000 Penalty: 5409.845215
	Iteration 97Q: 3 clusters Score -6965796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -6965794.500000 Penalty: 5409.845215
	Iteration 98Q: 3 clusters Score -6965794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -6965791.500000 Penalty: 5409.845215
	Iteration 99Q: 3 clusters Score -6965792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -6965793.500000 Penalty: 5409.845215
	Iteration 100F: 3 clusters Score -6965794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -6965798.000000 Penalty: 5409.845215
	Iteration 101Q: 3 clusters Score -6965798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -6965785.500000 Penalty: 5409.845215
	Iteration 102Q: 3 clusters Score -6965786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -6965783.000000 Penalty: 5409.845215
	Iteration 103Q: 3 clusters Score -6965783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -6965787.500000 Penalty: 5409.845215
	Iteration 104Q: 3 clusters Score -6965788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -6965792.500000 Penalty: 5409.845215
	Iteration 105Q: 3 clusters Score -6965792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -6965799.000000 Penalty: 5409.845215
	Iteration 106Q: 3 clusters Score -6965799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -6965807.000000 Penalty: 5409.845215
	Iteration 107Q: 3 clusters Score -6965807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -6965810.500000 Penalty: 5409.845215
	Iteration 108Q: 3 clusters Score -6965810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -6965806.500000 Penalty: 5409.845215
	Iteration 109Q: 3 clusters Score -6965806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -6965815.500000 Penalty: 5409.845215
	Iteration 110Q: 3 clusters Score -6965816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -6965808.000000 Penalty: 5409.845215
	Iteration 111Q: 3 clusters Score -6965808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -6965815.500000 Penalty: 5409.845215
	Iteration 112Q: 3 clusters Score -6965816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -6965814.000000 Penalty: 5409.845215
	Iteration 113Q: 3 clusters Score -6965814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -6965809.500000 Penalty: 5409.845215
	Iteration 114Q: 3 clusters Score -6965810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -6965805.500000 Penalty: 5409.845215
	Iteration 115Q: 3 clusters Score -6965806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -6965803.000000 Penalty: 5409.845215
	Iteration 116Q: 3 clusters Score -6965803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -6965801.000000 Penalty: 5409.845215
	Iteration 117Q: 3 clusters Score -6965801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51035 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -6965801.000000 Penalty: 5409.845215
	Iteration 118F: 3 clusters Score -6965801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5179 members 
Entering Unmasked Estep 
Score: -674784.437500 Penalty: 2120.987061
	Iteration 0F: 2 clusters Score -674784.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -670175.500000 Penalty: 4241.974121
	Iteration 0F: 3 clusters Score -670175.5 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -671234.125000 Penalty: 4241.974121
	Iteration 1F: 3 clusters Score -671234.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -671423.250000 Penalty: 4241.974121
	Iteration 2F: 3 clusters Score -671423.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -671544.000000 Penalty: 4241.974121
	Iteration 3Q: 3 clusters Score -671544 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -671623.687500 Penalty: 4241.974121
	Iteration 4Q: 3 clusters Score -671623.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -671696.750000 Penalty: 4241.974121
	Iteration 5Q: 3 clusters Score -671696.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -671751.375000 Penalty: 4241.974121
	Iteration 6Q: 3 clusters Score -671751.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -671803.375000 Penalty: 4241.974121
	Iteration 7Q: 3 clusters Score -671803.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -671854.125000 Penalty: 4241.974121
	Iteration 8Q: 3 clusters Score -671854.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -671907.687500 Penalty: 4241.974121
	Iteration 9Q: 3 clusters Score -671907.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -671944.750000 Penalty: 4241.974121
	Iteration 10Q: 3 clusters Score -671944.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -671980.625000 Penalty: 4241.974121
	Iteration 11Q: 3 clusters Score -671980.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -672015.375000 Penalty: 4241.974121
	Iteration 12Q: 3 clusters Score -672015.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -672062.125000 Penalty: 4241.974121
	Iteration 13Q: 3 clusters Score -672062.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -672124.562500 Penalty: 4241.974121
	Iteration 14Q: 3 clusters Score -672124.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -672184.250000 Penalty: 4241.974121
	Iteration 15Q: 3 clusters Score -672184.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -672252.437500 Penalty: 4241.974121
	Iteration 16Q: 3 clusters Score -672252.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -672343.375000 Penalty: 4241.974121
	Iteration 17Q: 3 clusters Score -672343.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -672432.625000 Penalty: 4241.974121
	Iteration 18Q: 3 clusters Score -672432.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -672497.125000 Penalty: 4241.974121
	Iteration 19Q: 3 clusters Score -672497.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -672560.000000 Penalty: 4241.974121
	Iteration 20F: 3 clusters Score -672560 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -672614.375000 Penalty: 4241.974121
	Iteration 21Q: 3 clusters Score -672614.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -672673.187500 Penalty: 4241.974121
	Iteration 22Q: 3 clusters Score -672673.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -672716.937500 Penalty: 4241.974121
	Iteration 23Q: 3 clusters Score -672716.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -672751.062500 Penalty: 4241.974121
	Iteration 24Q: 3 clusters Score -672751.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -672783.187500 Penalty: 4241.974121
	Iteration 25Q: 3 clusters Score -672783.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -672804.750000 Penalty: 4241.974121
	Iteration 26Q: 3 clusters Score -672804.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -672825.937500 Penalty: 4241.974121
	Iteration 27Q: 3 clusters Score -672825.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -672841.250000 Penalty: 4241.974121
	Iteration 28Q: 3 clusters Score -672841.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -672848.500000 Penalty: 4241.974121
	Iteration 29Q: 3 clusters Score -672848.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -672857.500000 Penalty: 4241.974121
	Iteration 30Q: 3 clusters Score -672857.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -672869.500000 Penalty: 4241.974121
	Iteration 31Q: 3 clusters Score -672869.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -672881.500000 Penalty: 4241.974121
	Iteration 32Q: 3 clusters Score -672881.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -672891.375000 Penalty: 4241.974121
	Iteration 33Q: 3 clusters Score -672891.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -672902.250000 Penalty: 4241.974121
	Iteration 34Q: 3 clusters Score -672902.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -672912.062500 Penalty: 4241.974121
	Iteration 35Q: 3 clusters Score -672912.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -672921.750000 Penalty: 4241.974121
	Iteration 36Q: 3 clusters Score -672921.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -672931.875000 Penalty: 4241.974121
	Iteration 37Q: 3 clusters Score -672931.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -672936.125000 Penalty: 4241.974121
	Iteration 38Q: 3 clusters Score -672936.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -672937.375000 Penalty: 4241.974121
	Iteration 39Q: 3 clusters Score -672937.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -672940.187500 Penalty: 4241.974121
	Iteration 40F: 3 clusters Score -672940.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Entering Unmasked Estep 
Score: -1393920.875000 Penalty: 2310.000977
	Iteration 0F: 2 clusters Score -1393921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1385545.125000 Penalty: 4620.001953
	Iteration 0F: 3 clusters Score -1385545 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1388278.875000 Penalty: 4620.001953
	Iteration 1F: 3 clusters Score -1388279 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1388900.625000 Penalty: 4620.001953
	Iteration 2F: 3 clusters Score -1388901 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1389458.625000 Penalty: 4620.001953
	Iteration 3F: 3 clusters Score -1389459 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1389915.250000 Penalty: 4620.001953
	Iteration 4F: 3 clusters Score -1389915 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1390286.250000 Penalty: 4620.001953
	Iteration 5F: 3 clusters Score -1390286 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1390600.750000 Penalty: 4620.001953
	Iteration 6Q: 3 clusters Score -1390601 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1390826.625000 Penalty: 4620.001953
	Iteration 7Q: 3 clusters Score -1390827 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1391006.750000 Penalty: 4620.001953
	Iteration 8Q: 3 clusters Score -1391007 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1391154.000000 Penalty: 4620.001953
	Iteration 9Q: 3 clusters Score -1391154 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1391309.875000 Penalty: 4620.001953
	Iteration 10Q: 3 clusters Score -1391310 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1391488.375000 Penalty: 4620.001953
	Iteration 11Q: 3 clusters Score -1391488 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1391706.875000 Penalty: 4620.001953
	Iteration 12Q: 3 clusters Score -1391707 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1391899.750000 Penalty: 4620.001953
	Iteration 13Q: 3 clusters Score -1391900 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1392011.375000 Penalty: 4620.001953
	Iteration 14Q: 3 clusters Score -1392011 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1392087.500000 Penalty: 4620.001953
	Iteration 15Q: 3 clusters Score -1392088 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1392145.375000 Penalty: 4620.001953
	Iteration 16Q: 3 clusters Score -1392145 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1392189.750000 Penalty: 4620.001953
	Iteration 17Q: 3 clusters Score -1392190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1392214.875000 Penalty: 4620.001953
	Iteration 18Q: 3 clusters Score -1392215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1392239.375000 Penalty: 4620.001953
	Iteration 19Q: 3 clusters Score -1392239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1392260.000000 Penalty: 4620.001953
	Iteration 20F: 3 clusters Score -1392260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1392281.750000 Penalty: 4620.001953
	Iteration 21Q: 3 clusters Score -1392282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1392302.500000 Penalty: 4620.001953
	Iteration 22Q: 3 clusters Score -1392302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1392321.500000 Penalty: 4620.001953
	Iteration 23Q: 3 clusters Score -1392322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1392337.125000 Penalty: 4620.001953
	Iteration 24Q: 3 clusters Score -1392337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1392345.750000 Penalty: 4620.001953
	Iteration 25Q: 3 clusters Score -1392346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1392354.625000 Penalty: 4620.001953
	Iteration 26Q: 3 clusters Score -1392355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1392363.125000 Penalty: 4620.001953
	Iteration 27Q: 3 clusters Score -1392363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1392363.875000 Penalty: 4620.001953
	Iteration 28Q: 3 clusters Score -1392364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1392367.875000 Penalty: 4620.001953
	Iteration 29Q: 3 clusters Score -1392368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1392374.125000 Penalty: 4620.001953
	Iteration 30Q: 3 clusters Score -1392374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1392375.375000 Penalty: 4620.001953
	Iteration 31Q: 3 clusters Score -1392375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1392384.250000 Penalty: 4620.001953
	Iteration 32Q: 3 clusters Score -1392384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1392387.500000 Penalty: 4620.001953
	Iteration 33Q: 3 clusters Score -1392388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1392390.000000 Penalty: 4620.001953
	Iteration 34Q: 3 clusters Score -1392390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1392388.250000 Penalty: 4620.001953
	Iteration 35Q: 3 clusters Score -1392388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1392393.125000 Penalty: 4620.001953
	Iteration 36Q: 3 clusters Score -1392393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1392402.000000 Penalty: 4620.001953
	Iteration 37Q: 3 clusters Score -1392402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1392404.125000 Penalty: 4620.001953
	Iteration 38Q: 3 clusters Score -1392404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1392406.625000 Penalty: 4620.001953
	Iteration 39Q: 3 clusters Score -1392407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1392407.875000 Penalty: 4620.001953
	Iteration 40F: 3 clusters Score -1392408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1392411.000000 Penalty: 4620.001953
	Iteration 41Q: 3 clusters Score -1392411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1392409.375000 Penalty: 4620.001953
	Iteration 42Q: 3 clusters Score -1392409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1392408.875000 Penalty: 4620.001953
	Iteration 43Q: 3 clusters Score -1392409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1392408.875000 Penalty: 4620.001953
	Iteration 44F: 3 clusters Score -1392409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Entering Unmasked Estep 
Score: -725389.187500 Penalty: 2137.563721
	Iteration 0F: 2 clusters Score -725389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -720547.750000 Penalty: 4275.127441
	Iteration 0F: 3 clusters Score -720547.8 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -721711.437500 Penalty: 4275.127441
	Iteration 1F: 3 clusters Score -721711.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -721919.562500 Penalty: 4275.127441
	Iteration 2F: 3 clusters Score -721919.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -722034.812500 Penalty: 4275.127441
	Iteration 3Q: 3 clusters Score -722034.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -722106.125000 Penalty: 4275.127441
	Iteration 4Q: 3 clusters Score -722106.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -722158.375000 Penalty: 4275.127441
	Iteration 5Q: 3 clusters Score -722158.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -722196.812500 Penalty: 4275.127441
	Iteration 6Q: 3 clusters Score -722196.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -722227.125000 Penalty: 4275.127441
	Iteration 7Q: 3 clusters Score -722227.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -722250.750000 Penalty: 4275.127441
	Iteration 8Q: 3 clusters Score -722250.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -722266.750000 Penalty: 4275.127441
	Iteration 9Q: 3 clusters Score -722266.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -722284.562500 Penalty: 4275.127441
	Iteration 10Q: 3 clusters Score -722284.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -722294.437500 Penalty: 4275.127441
	Iteration 11Q: 3 clusters Score -722294.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -722305.562500 Penalty: 4275.127441
	Iteration 12Q: 3 clusters Score -722305.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -722313.687500 Penalty: 4275.127441
	Iteration 13Q: 3 clusters Score -722313.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -722323.625000 Penalty: 4275.127441
	Iteration 14Q: 3 clusters Score -722323.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -722332.500000 Penalty: 4275.127441
	Iteration 15Q: 3 clusters Score -722332.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -722339.750000 Penalty: 4275.127441
	Iteration 16Q: 3 clusters Score -722339.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -722345.312500 Penalty: 4275.127441
	Iteration 17Q: 3 clusters Score -722345.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -722350.562500 Penalty: 4275.127441
	Iteration 18Q: 3 clusters Score -722350.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -722353.687500 Penalty: 4275.127441
	Iteration 19Q: 3 clusters Score -722353.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -722357.375000 Penalty: 4275.127441
	Iteration 20F: 3 clusters Score -722357.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -722361.687500 Penalty: 4275.127441
	Iteration 21Q: 3 clusters Score -722361.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -722364.437500 Penalty: 4275.127441
	Iteration 22Q: 3 clusters Score -722364.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -722366.437500 Penalty: 4275.127441
	Iteration 23Q: 3 clusters Score -722366.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -722366.375000 Penalty: 4275.127441
	Iteration 24Q: 3 clusters Score -722366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -722367.687500 Penalty: 4275.127441
	Iteration 25Q: 3 clusters Score -722367.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -722367.250000 Penalty: 4275.127441
	Iteration 26Q: 3 clusters Score -722367.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -722368.062500 Penalty: 4275.127441
	Iteration 27Q: 3 clusters Score -722368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -722367.812500 Penalty: 4275.127441
	Iteration 28Q: 3 clusters Score -722367.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -722367.812500 Penalty: 4275.127441
	Iteration 29F: 3 clusters Score -722367.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Entering Unmasked Estep 
Score: -4794958.000000 Penalty: 2606.544434
	Iteration 0F: 2 clusters Score -4794958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -4769993.000000 Penalty: 5213.088867
	Iteration 0F: 3 clusters Score -4769993 nChanged 16803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -4779284.500000 Penalty: 5213.088867
	Iteration 1F: 3 clusters Score -4779284 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -4779923.500000 Penalty: 5213.088867
	Iteration 2Q: 3 clusters Score -4779924 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -4780535.000000 Penalty: 5213.088867
	Iteration 3Q: 3 clusters Score -4780535 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -4781310.500000 Penalty: 5213.088867
	Iteration 4Q: 3 clusters Score -4781310 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -4782357.000000 Penalty: 5213.088867
	Iteration 5F: 3 clusters Score -4782357 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -4783651.500000 Penalty: 5213.088867
	Iteration 6F: 3 clusters Score -4783652 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -4785273.500000 Penalty: 5213.088867
	Iteration 7F: 3 clusters Score -4785274 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -4787103.500000 Penalty: 5213.088867
	Iteration 8F: 3 clusters Score -4787104 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -4788849.000000 Penalty: 5213.088867
	Iteration 9F: 3 clusters Score -4788849 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -4790232.000000 Penalty: 5213.088867
	Iteration 10Q: 3 clusters Score -4790232 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -4791341.500000 Penalty: 5213.088867
	Iteration 11Q: 3 clusters Score -4791342 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4792064.000000 Penalty: 5213.088867
	Iteration 12Q: 3 clusters Score -4792064 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4792512.000000 Penalty: 5213.088867
	Iteration 13Q: 3 clusters Score -4792512 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4792744.000000 Penalty: 5213.088867
	Iteration 14Q: 3 clusters Score -4792744 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4792878.500000 Penalty: 5213.088867
	Iteration 15Q: 3 clusters Score -4792878 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4792971.500000 Penalty: 5213.088867
	Iteration 16Q: 3 clusters Score -4792972 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4793038.000000 Penalty: 5213.088867
	Iteration 17Q: 3 clusters Score -4793038 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4793081.000000 Penalty: 5213.088867
	Iteration 18Q: 3 clusters Score -4793081 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4793100.000000 Penalty: 5213.088867
	Iteration 19Q: 3 clusters Score -4793100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4793110.000000 Penalty: 5213.088867
	Iteration 20F: 3 clusters Score -4793110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4793113.000000 Penalty: 5213.088867
	Iteration 21Q: 3 clusters Score -4793113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4793124.500000 Penalty: 5213.088867
	Iteration 22Q: 3 clusters Score -4793124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4793127.500000 Penalty: 5213.088867
	Iteration 23Q: 3 clusters Score -4793128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4793136.500000 Penalty: 5213.088867
	Iteration 24Q: 3 clusters Score -4793136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4793147.000000 Penalty: 5213.088867
	Iteration 25Q: 3 clusters Score -4793147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4793153.000000 Penalty: 5213.088867
	Iteration 26Q: 3 clusters Score -4793153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4793162.000000 Penalty: 5213.088867
	Iteration 27Q: 3 clusters Score -4793162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4793172.000000 Penalty: 5213.088867
	Iteration 28Q: 3 clusters Score -4793172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4793173.000000 Penalty: 5213.088867
	Iteration 29Q: 3 clusters Score -4793173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4793179.500000 Penalty: 5213.088867
	Iteration 30Q: 3 clusters Score -4793180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4793187.500000 Penalty: 5213.088867
	Iteration 31Q: 3 clusters Score -4793188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4793187.000000 Penalty: 5213.088867
	Iteration 32Q: 3 clusters Score -4793187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4793191.000000 Penalty: 5213.088867
	Iteration 33Q: 3 clusters Score -4793191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4793194.500000 Penalty: 5213.088867
	Iteration 34Q: 3 clusters Score -4793194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4793194.500000 Penalty: 5213.088867
	Iteration 35F: 3 clusters Score -4793194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Entering Unmasked Estep 
Score: -1718667.750000 Penalty: 2351.415039
	Iteration 0F: 2 clusters Score -1718668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1709066.125000 Penalty: 4702.830078
	Iteration 0F: 3 clusters Score -1709066 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1711977.750000 Penalty: 4702.830078
	Iteration 1F: 3 clusters Score -1711978 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1712351.500000 Penalty: 4702.830078
	Iteration 2F: 3 clusters Score -1712352 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1712617.875000 Penalty: 4702.830078
	Iteration 3F: 3 clusters Score -1712618 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1712874.000000 Penalty: 4702.830078
	Iteration 4Q: 3 clusters Score -1712874 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1713115.750000 Penalty: 4702.830078
	Iteration 5Q: 3 clusters Score -1713116 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1713394.750000 Penalty: 4702.830078
	Iteration 6Q: 3 clusters Score -1713395 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1713764.875000 Penalty: 4702.830078
	Iteration 7Q: 3 clusters Score -1713765 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1714124.250000 Penalty: 4702.830078
	Iteration 8Q: 3 clusters Score -1714124 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1714434.500000 Penalty: 4702.830078
	Iteration 9Q: 3 clusters Score -1714434 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1714710.625000 Penalty: 4702.830078
	Iteration 10Q: 3 clusters Score -1714711 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1714954.500000 Penalty: 4702.830078
	Iteration 11Q: 3 clusters Score -1714954 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1715177.875000 Penalty: 4702.830078
	Iteration 12Q: 3 clusters Score -1715178 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1715364.500000 Penalty: 4702.830078
	Iteration 13Q: 3 clusters Score -1715364 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1715555.125000 Penalty: 4702.830078
	Iteration 14Q: 3 clusters Score -1715555 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1715781.625000 Penalty: 4702.830078
	Iteration 15Q: 3 clusters Score -1715782 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1716008.125000 Penalty: 4702.830078
	Iteration 16Q: 3 clusters Score -1716008 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1716184.250000 Penalty: 4702.830078
	Iteration 17Q: 3 clusters Score -1716184 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1716332.625000 Penalty: 4702.830078
	Iteration 18Q: 3 clusters Score -1716333 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1716435.500000 Penalty: 4702.830078
	Iteration 19Q: 3 clusters Score -1716436 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1716508.875000 Penalty: 4702.830078
	Iteration 20F: 3 clusters Score -1716509 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1716559.750000 Penalty: 4702.830078
	Iteration 21Q: 3 clusters Score -1716560 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1716605.625000 Penalty: 4702.830078
	Iteration 22Q: 3 clusters Score -1716606 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1716635.750000 Penalty: 4702.830078
	Iteration 23Q: 3 clusters Score -1716636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1716653.375000 Penalty: 4702.830078
	Iteration 24Q: 3 clusters Score -1716653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1716672.750000 Penalty: 4702.830078
	Iteration 25Q: 3 clusters Score -1716673 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1716685.500000 Penalty: 4702.830078
	Iteration 26Q: 3 clusters Score -1716686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1716691.875000 Penalty: 4702.830078
	Iteration 27Q: 3 clusters Score -1716692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1716697.000000 Penalty: 4702.830078
	Iteration 28Q: 3 clusters Score -1716697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1716699.875000 Penalty: 4702.830078
	Iteration 29Q: 3 clusters Score -1716700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1716702.125000 Penalty: 4702.830078
	Iteration 30Q: 3 clusters Score -1716702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1716703.625000 Penalty: 4702.830078
	Iteration 31Q: 3 clusters Score -1716704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1716703.875000 Penalty: 4702.830078
	Iteration 32Q: 3 clusters Score -1716704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1716711.250000 Penalty: 4702.830078
	Iteration 33Q: 3 clusters Score -1716711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1716713.250000 Penalty: 4702.830078
	Iteration 34Q: 3 clusters Score -1716713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1716714.750000 Penalty: 4702.830078
	Iteration 35Q: 3 clusters Score -1716715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1716712.500000 Penalty: 4702.830078
	Iteration 36Q: 3 clusters Score -1716712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1716718.875000 Penalty: 4702.830078
	Iteration 37Q: 3 clusters Score -1716719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1716718.250000 Penalty: 4702.830078
	Iteration 38Q: 3 clusters Score -1716718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1716717.500000 Penalty: 4702.830078
	Iteration 39Q: 3 clusters Score -1716718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1716719.250000 Penalty: 4702.830078
	Iteration 40F: 3 clusters Score -1716719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1716721.250000 Penalty: 4702.830078
	Iteration 41Q: 3 clusters Score -1716721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1716723.250000 Penalty: 4702.830078
	Iteration 42Q: 3 clusters Score -1716723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1716723.250000 Penalty: 4702.830078
	Iteration 43F: 3 clusters Score -1716723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -58544.960938 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -58544.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57042.976562 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -57042.98 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -57190.683594 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -57190.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57220.957031 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -57220.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57237.394531 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -57237.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57242.238281 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -57242.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57248.980469 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -57248.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57260.332031 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -57260.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -57265.128906 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -57265.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57266.605469 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -57266.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57266.605469 Penalty: 3064.260254
	Iteration 9F: 3 clusters Score -57266.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Entering Unmasked Estep 
Score: -5556635.500000 Penalty: 2650.953369
	Iteration 0F: 2 clusters Score -5556636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -5526995.500000 Penalty: 5301.906738
	Iteration 0F: 3 clusters Score -5526996 nChanged 20127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -5538185.000000 Penalty: 5301.906738
	Iteration 1F: 3 clusters Score -5538185 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -5538664.000000 Penalty: 5301.906738
	Iteration 2Q: 3 clusters Score -5538664 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -5539179.000000 Penalty: 5301.906738
	Iteration 3Q: 3 clusters Score -5539179 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -5539912.500000 Penalty: 5301.906738
	Iteration 4Q: 3 clusters Score -5539912 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -5540933.500000 Penalty: 5301.906738
	Iteration 5Q: 3 clusters Score -5540934 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -5542455.500000 Penalty: 5301.906738
	Iteration 6F: 3 clusters Score -5542456 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -5544348.500000 Penalty: 5301.906738
	Iteration 7F: 3 clusters Score -5544348 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -5546419.000000 Penalty: 5301.906738
	Iteration 8F: 3 clusters Score -5546419 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -5548473.500000 Penalty: 5301.906738
	Iteration 9F: 3 clusters Score -5548474 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -5550631.000000 Penalty: 5301.906738
	Iteration 10Q: 3 clusters Score -5550631 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -5552497.500000 Penalty: 5301.906738
	Iteration 11Q: 3 clusters Score -5552498 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -5553442.000000 Penalty: 5301.906738
	Iteration 12Q: 3 clusters Score -5553442 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -5553787.500000 Penalty: 5301.906738
	Iteration 13Q: 3 clusters Score -5553788 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -5553957.500000 Penalty: 5301.906738
	Iteration 14Q: 3 clusters Score -5553958 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -5554049.500000 Penalty: 5301.906738
	Iteration 15Q: 3 clusters Score -5554050 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -5554141.500000 Penalty: 5301.906738
	Iteration 16Q: 3 clusters Score -5554142 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -5554213.000000 Penalty: 5301.906738
	Iteration 17Q: 3 clusters Score -5554213 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -5554255.500000 Penalty: 5301.906738
	Iteration 18Q: 3 clusters Score -5554256 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -5554292.000000 Penalty: 5301.906738
	Iteration 19Q: 3 clusters Score -5554292 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -5554292.000000 Penalty: 5301.906738
	Iteration 20F: 3 clusters Score -5554292 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -5554289.500000 Penalty: 5301.906738
	Iteration 21Q: 3 clusters Score -5554290 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -5554282.000000 Penalty: 5301.906738
	Iteration 22Q: 3 clusters Score -5554282 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -5554296.500000 Penalty: 5301.906738
	Iteration 23Q: 3 clusters Score -5554296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -5554302.000000 Penalty: 5301.906738
	Iteration 24Q: 3 clusters Score -5554302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -5554297.000000 Penalty: 5301.906738
	Iteration 25Q: 3 clusters Score -5554297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -5554296.000000 Penalty: 5301.906738
	Iteration 26Q: 3 clusters Score -5554296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -5554297.000000 Penalty: 5301.906738
	Iteration 27Q: 3 clusters Score -5554297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -5554296.500000 Penalty: 5301.906738
	Iteration 28Q: 3 clusters Score -5554296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -5554303.500000 Penalty: 5301.906738
	Iteration 29Q: 3 clusters Score -5554304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -5554308.000000 Penalty: 5301.906738
	Iteration 30Q: 3 clusters Score -5554308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -5554303.500000 Penalty: 5301.906738
	Iteration 31Q: 3 clusters Score -5554304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -5554302.500000 Penalty: 5301.906738
	Iteration 32Q: 3 clusters Score -5554302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -5554308.000000 Penalty: 5301.906738
	Iteration 33Q: 3 clusters Score -5554308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -5554304.500000 Penalty: 5301.906738
	Iteration 34Q: 3 clusters Score -5554304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -5554300.500000 Penalty: 5301.906738
	Iteration 35Q: 3 clusters Score -5554300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -5554304.000000 Penalty: 5301.906738
	Iteration 36Q: 3 clusters Score -5554304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -5554298.500000 Penalty: 5301.906738
	Iteration 37Q: 3 clusters Score -5554298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -5554298.500000 Penalty: 5301.906738
	Iteration 38Q: 3 clusters Score -5554298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -5554293.500000 Penalty: 5301.906738
	Iteration 39Q: 3 clusters Score -5554294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -5554283.500000 Penalty: 5301.906738
	Iteration 40F: 3 clusters Score -5554284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -5554289.500000 Penalty: 5301.906738
	Iteration 41Q: 3 clusters Score -5554290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -5554293.000000 Penalty: 5301.906738
	Iteration 42Q: 3 clusters Score -5554293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -5554295.000000 Penalty: 5301.906738
	Iteration 43Q: 3 clusters Score -5554295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -5554296.500000 Penalty: 5301.906738
	Iteration 44Q: 3 clusters Score -5554296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -5554299.500000 Penalty: 5301.906738
	Iteration 45Q: 3 clusters Score -5554300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -5554295.500000 Penalty: 5301.906738
	Iteration 46Q: 3 clusters Score -5554296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -5554298.000000 Penalty: 5301.906738
	Iteration 47Q: 3 clusters Score -5554298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -5554294.500000 Penalty: 5301.906738
	Iteration 48Q: 3 clusters Score -5554294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -5554295.500000 Penalty: 5301.906738
	Iteration 49Q: 3 clusters Score -5554296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -5554298.500000 Penalty: 5301.906738
	Iteration 50Q: 3 clusters Score -5554298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -5554303.500000 Penalty: 5301.906738
	Iteration 51Q: 3 clusters Score -5554304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -5554306.000000 Penalty: 5301.906738
	Iteration 52Q: 3 clusters Score -5554306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -5554309.500000 Penalty: 5301.906738
	Iteration 53Q: 3 clusters Score -5554310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -5554305.500000 Penalty: 5301.906738
	Iteration 54Q: 3 clusters Score -5554306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -5554303.500000 Penalty: 5301.906738
	Iteration 55Q: 3 clusters Score -5554304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -5554306.000000 Penalty: 5301.906738
	Iteration 56Q: 3 clusters Score -5554306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -5554310.500000 Penalty: 5301.906738
	Iteration 57Q: 3 clusters Score -5554310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -5554310.500000 Penalty: 5301.906738
	Iteration 58F: 3 clusters Score -5554310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -103913.218750 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -103913.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102057.625000 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -102057.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -102378.835938 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -102378.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -102587.351562 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -102587.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102867.257812 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -102867.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -103090.671875 Penalty: 3385.966553
	Iteration 4F: 3 clusters Score -103090.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -103292.281250 Penalty: 3385.966553
	Iteration 5F: 3 clusters Score -103292.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -103531.445312 Penalty: 3385.966553
	Iteration 6F: 3 clusters Score -103531.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -104001.851562 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -104001.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -104176.914062 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -104176.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -104265.007812 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -104265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104307.867188 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -104307.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -104330.710938 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -104330.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -104360.250000 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -104360.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -104398.976562 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -104399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -104433.921875 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -104433.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104465.992188 Penalty: 3385.966553
	Iteration 15Q: 3 clusters Score -104466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104483.031250 Penalty: 3385.966553
	Iteration 16Q: 3 clusters Score -104483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -104492.351562 Penalty: 3385.966553
	Iteration 17Q: 3 clusters Score -104492.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -104497.132812 Penalty: 3385.966553
	Iteration 18Q: 3 clusters Score -104497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -104505.671875 Penalty: 3385.966553
	Iteration 19Q: 3 clusters Score -104505.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -104517.031250 Penalty: 3385.966553
	Iteration 20F: 3 clusters Score -104517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -104538.023438 Penalty: 3385.966553
	Iteration 21Q: 3 clusters Score -104538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -104551.554688 Penalty: 3385.966553
	Iteration 22Q: 3 clusters Score -104551.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -104558.585938 Penalty: 3385.966553
	Iteration 23Q: 3 clusters Score -104558.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -104565.828125 Penalty: 3385.966553
	Iteration 24Q: 3 clusters Score -104565.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -104577.062500 Penalty: 3385.966553
	Iteration 25Q: 3 clusters Score -104577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -104577.062500 Penalty: 3385.966553
	Iteration 26F: 3 clusters Score -104577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 14477 members 
Mstep: Class 3 contains 5842 members 
Mstep: Class 4 contains 161334 members 
Mstep: Class 5 contains 274604 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 54554 members 
Mstep: Class 11 contains 5179 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 36690 members 
Mstep: Class 15 contains 13115 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 43885 members 
Mstep: Class 18 contains 486 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 13638 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 5710 members 
Mstep: Class 24 contains 12397 members 
Mstep: Class 25 contains 459 members 
Mstep: Class 26 contains 820 members 
Mstep: Class 27 contains 436 members 
Entering Unmasked Estep 
Score: -90827680.000000 Penalty: 90278.039062
Splitting cluster 18 changes total score from -90828608.000000 to -90827680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (13284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Entering Unmasked Estep 
Score: -1759082.875000 Penalty: 2354.590088
	Iteration 0F: 2 clusters Score -1759083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1749238.875000 Penalty: 4709.180176
	Iteration 0F: 3 clusters Score -1749239 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1752276.750000 Penalty: 4709.180176
	Iteration 1F: 3 clusters Score -1752277 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1752557.500000 Penalty: 4709.180176
	Iteration 2F: 3 clusters Score -1752558 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1752757.250000 Penalty: 4709.180176
	Iteration 3Q: 3 clusters Score -1752757 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1752919.250000 Penalty: 4709.180176
	Iteration 4Q: 3 clusters Score -1752919 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1753038.750000 Penalty: 4709.180176
	Iteration 5Q: 3 clusters Score -1753039 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1753138.625000 Penalty: 4709.180176
	Iteration 6Q: 3 clusters Score -1753139 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1753237.125000 Penalty: 4709.180176
	Iteration 7Q: 3 clusters Score -1753237 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1753331.250000 Penalty: 4709.180176
	Iteration 8Q: 3 clusters Score -1753331 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1753413.375000 Penalty: 4709.180176
	Iteration 9Q: 3 clusters Score -1753413 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1753506.625000 Penalty: 4709.180176
	Iteration 10Q: 3 clusters Score -1753507 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1753594.000000 Penalty: 4709.180176
	Iteration 11Q: 3 clusters Score -1753594 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1753697.000000 Penalty: 4709.180176
	Iteration 12Q: 3 clusters Score -1753697 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1753834.125000 Penalty: 4709.180176
	Iteration 13Q: 3 clusters Score -1753834 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1754015.000000 Penalty: 4709.180176
	Iteration 14Q: 3 clusters Score -1754015 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1754215.625000 Penalty: 4709.180176
	Iteration 15Q: 3 clusters Score -1754216 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1754427.000000 Penalty: 4709.180176
	Iteration 16Q: 3 clusters Score -1754427 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1754683.750000 Penalty: 4709.180176
	Iteration 17Q: 3 clusters Score -1754684 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1755007.125000 Penalty: 4709.180176
	Iteration 18Q: 3 clusters Score -1755007 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1755363.250000 Penalty: 4709.180176
	Iteration 19Q: 3 clusters Score -1755363 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1755685.250000 Penalty: 4709.180176
	Iteration 20F: 3 clusters Score -1755685 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1755967.875000 Penalty: 4709.180176
	Iteration 21Q: 3 clusters Score -1755968 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1756203.750000 Penalty: 4709.180176
	Iteration 22Q: 3 clusters Score -1756204 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1756422.500000 Penalty: 4709.180176
	Iteration 23Q: 3 clusters Score -1756422 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1756601.625000 Penalty: 4709.180176
	Iteration 24Q: 3 clusters Score -1756602 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1756726.875000 Penalty: 4709.180176
	Iteration 25Q: 3 clusters Score -1756727 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1756804.500000 Penalty: 4709.180176
	Iteration 26Q: 3 clusters Score -1756804 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1756849.125000 Penalty: 4709.180176
	Iteration 27Q: 3 clusters Score -1756849 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1756882.375000 Penalty: 4709.180176
	Iteration 28Q: 3 clusters Score -1756882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1756901.500000 Penalty: 4709.180176
	Iteration 29Q: 3 clusters Score -1756902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1756920.500000 Penalty: 4709.180176
	Iteration 30Q: 3 clusters Score -1756920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1756943.125000 Penalty: 4709.180176
	Iteration 31Q: 3 clusters Score -1756943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1756954.750000 Penalty: 4709.180176
	Iteration 32Q: 3 clusters Score -1756955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1756967.125000 Penalty: 4709.180176
	Iteration 33Q: 3 clusters Score -1756967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1756971.875000 Penalty: 4709.180176
	Iteration 34Q: 3 clusters Score -1756972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1756978.250000 Penalty: 4709.180176
	Iteration 35Q: 3 clusters Score -1756978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1756980.500000 Penalty: 4709.180176
	Iteration 36Q: 3 clusters Score -1756980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1756983.750000 Penalty: 4709.180176
	Iteration 37Q: 3 clusters Score -1756984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1756988.625000 Penalty: 4709.180176
	Iteration 38Q: 3 clusters Score -1756989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1756991.000000 Penalty: 4709.180176
	Iteration 39Q: 3 clusters Score -1756991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1756993.125000 Penalty: 4709.180176
	Iteration 40F: 3 clusters Score -1756993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1756996.125000 Penalty: 4709.180176
	Iteration 41Q: 3 clusters Score -1756996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1757000.750000 Penalty: 4709.180176
	Iteration 42Q: 3 clusters Score -1757001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1757003.750000 Penalty: 4709.180176
	Iteration 43Q: 3 clusters Score -1757004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1757005.000000 Penalty: 4709.180176
	Iteration 44Q: 3 clusters Score -1757005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1757006.625000 Penalty: 4709.180176
	Iteration 45Q: 3 clusters Score -1757007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1757011.875000 Penalty: 4709.180176
	Iteration 46Q: 3 clusters Score -1757012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1757018.125000 Penalty: 4709.180176
	Iteration 47Q: 3 clusters Score -1757018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1757028.625000 Penalty: 4709.180176
	Iteration 48Q: 3 clusters Score -1757029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1757029.250000 Penalty: 4709.180176
	Iteration 49Q: 3 clusters Score -1757029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1757029.250000 Penalty: 4709.180176
	Iteration 50Q: 3 clusters Score -1757029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1757029.750000 Penalty: 4709.180176
	Iteration 51Q: 3 clusters Score -1757030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1757031.750000 Penalty: 4709.180176
	Iteration 52Q: 3 clusters Score -1757032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1757031.875000 Penalty: 4709.180176
	Iteration 53Q: 3 clusters Score -1757032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1757031.375000 Penalty: 4709.180176
	Iteration 54Q: 3 clusters Score -1757031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1757029.750000 Penalty: 4709.180176
	Iteration 55Q: 3 clusters Score -1757030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1757029.625000 Penalty: 4709.180176
	Iteration 56Q: 3 clusters Score -1757030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1757032.625000 Penalty: 4709.180176
	Iteration 57Q: 3 clusters Score -1757033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1757034.750000 Penalty: 4709.180176
	Iteration 58Q: 3 clusters Score -1757035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1757038.250000 Penalty: 4709.180176
	Iteration 59Q: 3 clusters Score -1757038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1757038.500000 Penalty: 4709.180176
	Iteration 60F: 3 clusters Score -1757038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1757040.875000 Penalty: 4709.180176
	Iteration 61Q: 3 clusters Score -1757041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1757038.500000 Penalty: 4709.180176
	Iteration 62Q: 3 clusters Score -1757038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1757042.500000 Penalty: 4709.180176
	Iteration 63Q: 3 clusters Score -1757042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1757040.750000 Penalty: 4709.180176
	Iteration 64Q: 3 clusters Score -1757041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1757043.750000 Penalty: 4709.180176
	Iteration 65Q: 3 clusters Score -1757044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1757048.625000 Penalty: 4709.180176
	Iteration 66Q: 3 clusters Score -1757049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1757049.875000 Penalty: 4709.180176
	Iteration 67Q: 3 clusters Score -1757050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1757054.750000 Penalty: 4709.180176
	Iteration 68Q: 3 clusters Score -1757055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1757056.250000 Penalty: 4709.180176
	Iteration 69Q: 3 clusters Score -1757056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1757055.500000 Penalty: 4709.180176
	Iteration 70Q: 3 clusters Score -1757056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1757055.500000 Penalty: 4709.180176
	Iteration 71F: 3 clusters Score -1757056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Entering Unmasked Estep 
Score: -1504452.625000 Penalty: 2340.395264
	Iteration 0F: 2 clusters Score -1504453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1495229.750000 Penalty: 4680.790527
	Iteration 0F: 3 clusters Score -1495230 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1498088.125000 Penalty: 4680.790527
	Iteration 1F: 3 clusters Score -1498088 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1498480.250000 Penalty: 4680.790527
	Iteration 2F: 3 clusters Score -1498480 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1498801.375000 Penalty: 4680.790527
	Iteration 3F: 3 clusters Score -1498801 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1499063.500000 Penalty: 4680.790527
	Iteration 4Q: 3 clusters Score -1499064 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1499320.750000 Penalty: 4680.790527
	Iteration 5Q: 3 clusters Score -1499321 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1499576.000000 Penalty: 4680.790527
	Iteration 6Q: 3 clusters Score -1499576 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1499828.500000 Penalty: 4680.790527
	Iteration 7Q: 3 clusters Score -1499828 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1500066.000000 Penalty: 4680.790527
	Iteration 8Q: 3 clusters Score -1500066 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1500310.375000 Penalty: 4680.790527
	Iteration 9Q: 3 clusters Score -1500310 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1500573.750000 Penalty: 4680.790527
	Iteration 10Q: 3 clusters Score -1500574 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1500839.375000 Penalty: 4680.790527
	Iteration 11Q: 3 clusters Score -1500839 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1501081.875000 Penalty: 4680.790527
	Iteration 12Q: 3 clusters Score -1501082 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1501318.750000 Penalty: 4680.790527
	Iteration 13Q: 3 clusters Score -1501319 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1501542.250000 Penalty: 4680.790527
	Iteration 14Q: 3 clusters Score -1501542 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1501745.625000 Penalty: 4680.790527
	Iteration 15Q: 3 clusters Score -1501746 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1501911.500000 Penalty: 4680.790527
	Iteration 16Q: 3 clusters Score -1501912 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1502046.625000 Penalty: 4680.790527
	Iteration 17Q: 3 clusters Score -1502047 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1502167.000000 Penalty: 4680.790527
	Iteration 18Q: 3 clusters Score -1502167 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1502254.750000 Penalty: 4680.790527
	Iteration 19Q: 3 clusters Score -1502255 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1502327.875000 Penalty: 4680.790527
	Iteration 20F: 3 clusters Score -1502328 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1502375.250000 Penalty: 4680.790527
	Iteration 21Q: 3 clusters Score -1502375 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1502425.625000 Penalty: 4680.790527
	Iteration 22Q: 3 clusters Score -1502426 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1502467.125000 Penalty: 4680.790527
	Iteration 23Q: 3 clusters Score -1502467 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1502499.875000 Penalty: 4680.790527
	Iteration 24Q: 3 clusters Score -1502500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1502522.500000 Penalty: 4680.790527
	Iteration 25Q: 3 clusters Score -1502522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1502534.875000 Penalty: 4680.790527
	Iteration 26Q: 3 clusters Score -1502535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1502558.750000 Penalty: 4680.790527
	Iteration 27Q: 3 clusters Score -1502559 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1502573.125000 Penalty: 4680.790527
	Iteration 28Q: 3 clusters Score -1502573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1502582.500000 Penalty: 4680.790527
	Iteration 29Q: 3 clusters Score -1502582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1502583.875000 Penalty: 4680.790527
	Iteration 30Q: 3 clusters Score -1502584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1502586.500000 Penalty: 4680.790527
	Iteration 31Q: 3 clusters Score -1502586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1502594.875000 Penalty: 4680.790527
	Iteration 32Q: 3 clusters Score -1502595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1502602.125000 Penalty: 4680.790527
	Iteration 33Q: 3 clusters Score -1502602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1502600.375000 Penalty: 4680.790527
	Iteration 34Q: 3 clusters Score -1502600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1502601.250000 Penalty: 4680.790527
	Iteration 35Q: 3 clusters Score -1502601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1502604.125000 Penalty: 4680.790527
	Iteration 36Q: 3 clusters Score -1502604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1502605.125000 Penalty: 4680.790527
	Iteration 37Q: 3 clusters Score -1502605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1502610.375000 Penalty: 4680.790527
	Iteration 38Q: 3 clusters Score -1502610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1502615.000000 Penalty: 4680.790527
	Iteration 39Q: 3 clusters Score -1502615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1502618.750000 Penalty: 4680.790527
	Iteration 40F: 3 clusters Score -1502619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1502625.875000 Penalty: 4680.790527
	Iteration 41Q: 3 clusters Score -1502626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1502628.750000 Penalty: 4680.790527
	Iteration 42Q: 3 clusters Score -1502629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1502638.250000 Penalty: 4680.790527
	Iteration 43Q: 3 clusters Score -1502638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1502644.750000 Penalty: 4680.790527
	Iteration 44Q: 3 clusters Score -1502645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1502650.750000 Penalty: 4680.790527
	Iteration 45Q: 3 clusters Score -1502651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1502651.625000 Penalty: 4680.790527
	Iteration 46Q: 3 clusters Score -1502652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1502654.250000 Penalty: 4680.790527
	Iteration 47Q: 3 clusters Score -1502654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1502654.250000 Penalty: 4680.790527
	Iteration 48F: 3 clusters Score -1502654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Entering Unmasked Estep 
Score: -1754252.250000 Penalty: 2361.112549
	Iteration 0F: 2 clusters Score -1754252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1744279.500000 Penalty: 4722.225098
	Iteration 0F: 3 clusters Score -1744280 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1747419.125000 Penalty: 4722.225098
	Iteration 1F: 3 clusters Score -1747419 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1747773.250000 Penalty: 4722.225098
	Iteration 2F: 3 clusters Score -1747773 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1748088.750000 Penalty: 4722.225098
	Iteration 3F: 3 clusters Score -1748089 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1748389.125000 Penalty: 4722.225098
	Iteration 4Q: 3 clusters Score -1748389 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1748729.375000 Penalty: 4722.225098
	Iteration 5Q: 3 clusters Score -1748729 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1749121.375000 Penalty: 4722.225098
	Iteration 6Q: 3 clusters Score -1749121 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1749626.375000 Penalty: 4722.225098
	Iteration 7F: 3 clusters Score -1749626 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1750194.375000 Penalty: 4722.225098
	Iteration 8F: 3 clusters Score -1750194 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1750746.625000 Penalty: 4722.225098
	Iteration 9F: 3 clusters Score -1750747 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1751234.125000 Penalty: 4722.225098
	Iteration 10Q: 3 clusters Score -1751234 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1751607.500000 Penalty: 4722.225098
	Iteration 11Q: 3 clusters Score -1751608 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1751823.875000 Penalty: 4722.225098
	Iteration 12Q: 3 clusters Score -1751824 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1751951.250000 Penalty: 4722.225098
	Iteration 13Q: 3 clusters Score -1751951 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1752042.750000 Penalty: 4722.225098
	Iteration 14Q: 3 clusters Score -1752043 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1752136.000000 Penalty: 4722.225098
	Iteration 15Q: 3 clusters Score -1752136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1752190.625000 Penalty: 4722.225098
	Iteration 16Q: 3 clusters Score -1752191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1752216.125000 Penalty: 4722.225098
	Iteration 17Q: 3 clusters Score -1752216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1752237.875000 Penalty: 4722.225098
	Iteration 18Q: 3 clusters Score -1752238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1752247.500000 Penalty: 4722.225098
	Iteration 19Q: 3 clusters Score -1752248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1752256.250000 Penalty: 4722.225098
	Iteration 20F: 3 clusters Score -1752256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1752259.750000 Penalty: 4722.225098
	Iteration 21Q: 3 clusters Score -1752260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1752269.375000 Penalty: 4722.225098
	Iteration 22Q: 3 clusters Score -1752269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1752274.625000 Penalty: 4722.225098
	Iteration 23Q: 3 clusters Score -1752275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1752281.375000 Penalty: 4722.225098
	Iteration 24Q: 3 clusters Score -1752281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1752286.125000 Penalty: 4722.225098
	Iteration 25Q: 3 clusters Score -1752286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1752295.250000 Penalty: 4722.225098
	Iteration 26Q: 3 clusters Score -1752295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1752302.750000 Penalty: 4722.225098
	Iteration 27Q: 3 clusters Score -1752303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1752306.625000 Penalty: 4722.225098
	Iteration 28Q: 3 clusters Score -1752307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1752309.500000 Penalty: 4722.225098
	Iteration 29Q: 3 clusters Score -1752310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1752313.000000 Penalty: 4722.225098
	Iteration 30Q: 3 clusters Score -1752313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1752317.625000 Penalty: 4722.225098
	Iteration 31Q: 3 clusters Score -1752318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1752322.375000 Penalty: 4722.225098
	Iteration 32Q: 3 clusters Score -1752322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1752321.250000 Penalty: 4722.225098
	Iteration 33Q: 3 clusters Score -1752321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1752322.500000 Penalty: 4722.225098
	Iteration 34Q: 3 clusters Score -1752322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1752322.500000 Penalty: 4722.225098
	Iteration 35F: 3 clusters Score -1752322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Entering Unmasked Estep 
Score: -43961.332031 Penalty: 1496.799438
	Iteration 0F: 2 clusters Score -43961.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42552.609375 Penalty: 2993.598877
	Iteration 0F: 3 clusters Score -42552.61 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42735.554688 Penalty: 2993.598877
	Iteration 1F: 3 clusters Score -42735.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42858.890625 Penalty: 2993.598877
	Iteration 2F: 3 clusters Score -42858.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42959.910156 Penalty: 2993.598877
	Iteration 3Q: 3 clusters Score -42959.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43079.648438 Penalty: 2993.598877
	Iteration 4Q: 3 clusters Score -43079.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43193.968750 Penalty: 2993.598877
	Iteration 5Q: 3 clusters Score -43193.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -43286.203125 Penalty: 2993.598877
	Iteration 6Q: 3 clusters Score -43286.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -43343.542969 Penalty: 2993.598877
	Iteration 7Q: 3 clusters Score -43343.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -43372.039062 Penalty: 2993.598877
	Iteration 8Q: 3 clusters Score -43372.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -43390.640625 Penalty: 2993.598877
	Iteration 9Q: 3 clusters Score -43390.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -43404.941406 Penalty: 2993.598877
	Iteration 10Q: 3 clusters Score -43404.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -43424.820312 Penalty: 2993.598877
	Iteration 11Q: 3 clusters Score -43424.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -43435.644531 Penalty: 2993.598877
	Iteration 12Q: 3 clusters Score -43435.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -43435.644531 Penalty: 2993.598877
	Iteration 13F: 3 clusters Score -43435.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Entering Unmasked Estep 
Score: -715937.625000 Penalty: 2145.193604
	Iteration 0F: 2 clusters Score -715937.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -710962.000000 Penalty: 4290.387207
	Iteration 0F: 3 clusters Score -710962 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -712323.062500 Penalty: 4290.387207
	Iteration 1F: 3 clusters Score -712323.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -712811.687500 Penalty: 4290.387207
	Iteration 2F: 3 clusters Score -712811.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -713214.312500 Penalty: 4290.387207
	Iteration 3F: 3 clusters Score -713214.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -713564.125000 Penalty: 4290.387207
	Iteration 4F: 3 clusters Score -713564.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -713869.062500 Penalty: 4290.387207
	Iteration 5F: 3 clusters Score -713869.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -714112.437500 Penalty: 4290.387207
	Iteration 6F: 3 clusters Score -714112.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -714285.875000 Penalty: 4290.387207
	Iteration 7Q: 3 clusters Score -714285.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -714413.187500 Penalty: 4290.387207
	Iteration 8Q: 3 clusters Score -714413.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -714506.125000 Penalty: 4290.387207
	Iteration 9Q: 3 clusters Score -714506.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -714566.312500 Penalty: 4290.387207
	Iteration 10Q: 3 clusters Score -714566.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -714600.750000 Penalty: 4290.387207
	Iteration 11Q: 3 clusters Score -714600.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -714635.125000 Penalty: 4290.387207
	Iteration 12Q: 3 clusters Score -714635.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -714661.937500 Penalty: 4290.387207
	Iteration 13Q: 3 clusters Score -714661.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -714678.875000 Penalty: 4290.387207
	Iteration 14Q: 3 clusters Score -714678.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -714695.437500 Penalty: 4290.387207
	Iteration 15Q: 3 clusters Score -714695.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -714707.687500 Penalty: 4290.387207
	Iteration 16Q: 3 clusters Score -714707.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -714712.625000 Penalty: 4290.387207
	Iteration 17Q: 3 clusters Score -714712.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -714722.000000 Penalty: 4290.387207
	Iteration 18Q: 3 clusters Score -714722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -714726.312500 Penalty: 4290.387207
	Iteration 19Q: 3 clusters Score -714726.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -714730.375000 Penalty: 4290.387207
	Iteration 20F: 3 clusters Score -714730.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -714732.250000 Penalty: 4290.387207
	Iteration 21Q: 3 clusters Score -714732.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -714732.250000 Penalty: 4290.387207
	Iteration 22F: 3 clusters Score -714732.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Entering Unmasked Estep 
Score: -1593422.250000 Penalty: 2337.452148
	Iteration 0F: 2 clusters Score -1593422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1584115.250000 Penalty: 4674.904297
	Iteration 0F: 3 clusters Score -1584115 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1586855.750000 Penalty: 4674.904297
	Iteration 1F: 3 clusters Score -1586856 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1587136.000000 Penalty: 4674.904297
	Iteration 2F: 3 clusters Score -1587136 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1587338.000000 Penalty: 4674.904297
	Iteration 3Q: 3 clusters Score -1587338 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1587493.500000 Penalty: 4674.904297
	Iteration 4Q: 3 clusters Score -1587494 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1587633.500000 Penalty: 4674.904297
	Iteration 5Q: 3 clusters Score -1587634 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1587764.250000 Penalty: 4674.904297
	Iteration 6Q: 3 clusters Score -1587764 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1587879.625000 Penalty: 4674.904297
	Iteration 7Q: 3 clusters Score -1587880 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1587974.375000 Penalty: 4674.904297
	Iteration 8Q: 3 clusters Score -1587974 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1588072.375000 Penalty: 4674.904297
	Iteration 9Q: 3 clusters Score -1588072 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1588171.000000 Penalty: 4674.904297
	Iteration 10Q: 3 clusters Score -1588171 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1588294.250000 Penalty: 4674.904297
	Iteration 11Q: 3 clusters Score -1588294 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1588452.375000 Penalty: 4674.904297
	Iteration 12Q: 3 clusters Score -1588452 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1588649.750000 Penalty: 4674.904297
	Iteration 13Q: 3 clusters Score -1588650 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1588887.375000 Penalty: 4674.904297
	Iteration 14Q: 3 clusters Score -1588887 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1589176.750000 Penalty: 4674.904297
	Iteration 15Q: 3 clusters Score -1589177 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1589534.625000 Penalty: 4674.904297
	Iteration 16Q: 3 clusters Score -1589535 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1589872.375000 Penalty: 4674.904297
	Iteration 17Q: 3 clusters Score -1589872 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1590210.250000 Penalty: 4674.904297
	Iteration 18Q: 3 clusters Score -1590210 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1590482.250000 Penalty: 4674.904297
	Iteration 19Q: 3 clusters Score -1590482 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1590702.875000 Penalty: 4674.904297
	Iteration 20F: 3 clusters Score -1590703 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1590852.375000 Penalty: 4674.904297
	Iteration 21Q: 3 clusters Score -1590852 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1590949.250000 Penalty: 4674.904297
	Iteration 22Q: 3 clusters Score -1590949 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1591024.000000 Penalty: 4674.904297
	Iteration 23Q: 3 clusters Score -1591024 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1591075.375000 Penalty: 4674.904297
	Iteration 24Q: 3 clusters Score -1591075 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1591116.000000 Penalty: 4674.904297
	Iteration 25Q: 3 clusters Score -1591116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1591144.125000 Penalty: 4674.904297
	Iteration 26Q: 3 clusters Score -1591144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1591170.125000 Penalty: 4674.904297
	Iteration 27Q: 3 clusters Score -1591170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1591195.500000 Penalty: 4674.904297
	Iteration 28Q: 3 clusters Score -1591196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1591218.500000 Penalty: 4674.904297
	Iteration 29Q: 3 clusters Score -1591218 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1591244.000000 Penalty: 4674.904297
	Iteration 30Q: 3 clusters Score -1591244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1591271.500000 Penalty: 4674.904297
	Iteration 31Q: 3 clusters Score -1591272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1591289.625000 Penalty: 4674.904297
	Iteration 32Q: 3 clusters Score -1591290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1591299.375000 Penalty: 4674.904297
	Iteration 33Q: 3 clusters Score -1591299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1591312.000000 Penalty: 4674.904297
	Iteration 34Q: 3 clusters Score -1591312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1591320.875000 Penalty: 4674.904297
	Iteration 35Q: 3 clusters Score -1591321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1591324.750000 Penalty: 4674.904297
	Iteration 36Q: 3 clusters Score -1591325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1591337.000000 Penalty: 4674.904297
	Iteration 37Q: 3 clusters Score -1591337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1591342.375000 Penalty: 4674.904297
	Iteration 38Q: 3 clusters Score -1591342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1591350.625000 Penalty: 4674.904297
	Iteration 39Q: 3 clusters Score -1591351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1591352.375000 Penalty: 4674.904297
	Iteration 40F: 3 clusters Score -1591352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1591355.250000 Penalty: 4674.904297
	Iteration 41Q: 3 clusters Score -1591355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1591358.750000 Penalty: 4674.904297
	Iteration 42Q: 3 clusters Score -1591359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1591358.125000 Penalty: 4674.904297
	Iteration 43Q: 3 clusters Score -1591358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1591358.125000 Penalty: 4674.904297
	Iteration 44F: 3 clusters Score -1591358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -47200.082031 Penalty: 1520.004517
	Iteration 0F: 2 clusters Score -47200.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45826.582031 Penalty: 3040.009033
	Iteration 0F: 3 clusters Score -45826.58 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46183.148438 Penalty: 3040.009033
	Iteration 1F: 3 clusters Score -46183.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46403.273438 Penalty: 3040.009033
	Iteration 2F: 3 clusters Score -46403.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46507.734375 Penalty: 3040.009033
	Iteration 3Q: 3 clusters Score -46507.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46555.746094 Penalty: 3040.009033
	Iteration 4Q: 3 clusters Score -46555.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46583.320312 Penalty: 3040.009033
	Iteration 5Q: 3 clusters Score -46583.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46602.695312 Penalty: 3040.009033
	Iteration 6Q: 3 clusters Score -46602.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46630.074219 Penalty: 3040.009033
	Iteration 7Q: 3 clusters Score -46630.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46649.664062 Penalty: 3040.009033
	Iteration 8Q: 3 clusters Score -46649.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46676.421875 Penalty: 3040.009033
	Iteration 9Q: 3 clusters Score -46676.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46710.468750 Penalty: 3040.009033
	Iteration 10Q: 3 clusters Score -46710.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46731.324219 Penalty: 3040.009033
	Iteration 11Q: 3 clusters Score -46731.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46742.292969 Penalty: 3040.009033
	Iteration 12Q: 3 clusters Score -46742.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46755.734375 Penalty: 3040.009033
	Iteration 13Q: 3 clusters Score -46755.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46775.679688 Penalty: 3040.009033
	Iteration 14Q: 3 clusters Score -46775.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46802.484375 Penalty: 3040.009033
	Iteration 15Q: 3 clusters Score -46802.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46827.847656 Penalty: 3040.009033
	Iteration 16Q: 3 clusters Score -46827.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46832.144531 Penalty: 3040.009033
	Iteration 17Q: 3 clusters Score -46832.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46832.144531 Penalty: 3040.009033
	Iteration 18F: 3 clusters Score -46832.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -81753.015625 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -81753.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80055.914062 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -80055.91 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -80445.093750 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -80445.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -80596.835938 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -80596.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80701.406250 Penalty: 3327.814941
	Iteration 3F: 3 clusters Score -80701.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80734.882812 Penalty: 3327.814941
	Iteration 4Q: 3 clusters Score -80734.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -80761.515625 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -80761.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80796.968750 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -80796.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -80831.523438 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -80831.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80854.750000 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -80854.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -80867.632812 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -80867.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -80878.218750 Penalty: 3327.814941
	Iteration 10Q: 3 clusters Score -80878.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -80886.109375 Penalty: 3327.814941
	Iteration 11Q: 3 clusters Score -80886.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80893.414062 Penalty: 3327.814941
	Iteration 12Q: 3 clusters Score -80893.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -80896.890625 Penalty: 3327.814941
	Iteration 13Q: 3 clusters Score -80896.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80898.906250 Penalty: 3327.814941
	Iteration 14Q: 3 clusters Score -80898.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -80902.695312 Penalty: 3327.814941
	Iteration 15Q: 3 clusters Score -80902.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80913.742188 Penalty: 3327.814941
	Iteration 16Q: 3 clusters Score -80913.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80924.179688 Penalty: 3327.814941
	Iteration 17Q: 3 clusters Score -80924.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -80927.312500 Penalty: 3327.814941
	Iteration 18Q: 3 clusters Score -80927.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -80927.312500 Penalty: 3327.814941
	Iteration 19F: 3 clusters Score -80927.31 nChanged 0
--- Evaluating fit on full set of 2150037 points ---
Entering Unmasked Estep 
Score: -270805056.000000 Penalty: 94018.257812
22->27 Clusters: Score -270805056.000000, best is -272292256.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 716679 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 32472 members 
Mstep: Class 3 contains 32362 members 
Mstep: Class 4 contains 32708 members 
Mstep: Class 5 contains 32614 members 
Mstep: Class 6 contains 32519 members 
Mstep: Class 7 contains 32284 members 
Mstep: Class 8 contains 32709 members 
Mstep: Class 9 contains 32770 members 
Mstep: Class 10 contains 32668 members 
Mstep: Class 11 contains 32659 members 
Mstep: Class 12 contains 32849 members 
Mstep: Class 13 contains 32739 members 
Mstep: Class 14 contains 32350 members 
Mstep: Class 15 contains 32393 members 
Mstep: Class 16 contains 32373 members 
Mstep: Class 17 contains 32753 members 
Mstep: Class 18 contains 32427 members 
Mstep: Class 19 contains 32788 members 
Mstep: Class 20 contains 32647 members 
Mstep: Class 21 contains 32393 members 
Mstep: Class 22 contains 32608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 317.507874 but Gain 3343.625000
Score: -86171696.000000 Penalty: 70216.257812
Iteration 0F: 22 clusters Score -8.61717e+07 nChanged 680649
Entering Unmasked Mstep 
Mstep: Class 0 contains 2506 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 6277 members 
Mstep: Class 3 contains 14369 members 
Mstep: Class 4 contains 35048 members 
Mstep: Class 5 contains 2786 members 
Mstep: Class 6 contains 106333 members 
Mstep: Class 8 contains 13579 members 
Mstep: Class 9 contains 135395 members 
Mstep: Class 10 contains 12897 members 
Mstep: Class 11 contains 18481 members 
Mstep: Class 12 contains 113783 members 
Mstep: Class 13 contains 35255 members 
Mstep: Class 14 contains 28642 members 
Mstep: Class 15 contains 12697 members 
Mstep: Class 16 contains 3919 members 
Mstep: Class 17 contains 62831 members 
Mstep: Class 18 contains 26871 members 
Mstep: Class 19 contains 8418 members 
Mstep: Class 20 contains 7860 members 
Mstep: Class 21 contains 16342 members 
Mstep: Class 22 contains 9929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1419.629639 but Gain 3343.632812
Score: -89418656.000000 Penalty: 66872.625000
Iteration 1F: 21 clusters Score -8.941866e+07 nChanged 278089
Entering Unmasked Mstep 
Mstep: Class 0 contains 1950 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 3150 members 
Mstep: Class 3 contains 7580 members 
Mstep: Class 4 contains 32966 members 
Mstep: Class 5 contains 1022 members 
Mstep: Class 6 contains 133838 members 
Mstep: Class 8 contains 10324 members 
Mstep: Class 9 contains 191900 members 
Mstep: Class 10 contains 4033 members 
Mstep: Class 11 contains 8171 members 
Mstep: Class 12 contains 102706 members 
Mstep: Class 13 contains 31714 members 
Mstep: Class 14 contains 33707 members 
Mstep: Class 15 contains 8259 members 
Mstep: Class 17 contains 49687 members 
Mstep: Class 18 contains 17308 members 
Mstep: Class 19 contains 6029 members 
Mstep: Class 20 contains 6218 members 
Mstep: Class 21 contains 10900 members 
Mstep: Class 22 contains 10179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90113696.000000 Penalty: 66872.625000
Iteration 2F: 21 clusters Score -9.01137e+07 nChanged 161030
Entering Unmasked Mstep 
Mstep: Class 0 contains 887 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 1675 members 
Mstep: Class 3 contains 5385 members 
Mstep: Class 4 contains 20929 members 
Mstep: Class 5 contains 1467 members 
Mstep: Class 6 contains 135691 members 
Mstep: Class 8 contains 9250 members 
Mstep: Class 9 contains 231307 members 
Mstep: Class 10 contains 2072 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 86709 members 
Mstep: Class 13 contains 31505 members 
Mstep: Class 14 contains 43648 members 
Mstep: Class 15 contains 7403 members 
Mstep: Class 17 contains 47110 members 
Mstep: Class 18 contains 9010 members 
Mstep: Class 19 contains 7469 members 
Mstep: Class 20 contains 8497 members 
Mstep: Class 21 contains 6371 members 
Mstep: Class 22 contains 13060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90362128.000000 Penalty: 66872.625000
Iteration 3F: 21 clusters Score -9.036213e+07 nChanged 103996
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 4821 members 
Mstep: Class 4 contains 12570 members 
Mstep: Class 5 contains 1470 members 
Mstep: Class 6 contains 131970 members 
Mstep: Class 8 contains 7858 members 
Mstep: Class 9 contains 257716 members 
Mstep: Class 10 contains 1928 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 72518 members 
Mstep: Class 13 contains 28397 members 
Mstep: Class 14 contains 49425 members 
Mstep: Class 15 contains 7186 members 
Mstep: Class 17 contains 49930 members 
Mstep: Class 18 contains 4550 members 
Mstep: Class 19 contains 9198 members 
Mstep: Class 20 contains 12570 members 
Mstep: Class 21 contains 3918 members 
Mstep: Class 22 contains 14270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2636.682861 but Gain 3343.632812
Score: -90472856.000000 Penalty: 63528.992188
Iteration 4F: 20 clusters Score -9.047286e+07 nChanged 78933
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 1917 members 
Mstep: Class 3 contains 5369 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1441 members 
Mstep: Class 6 contains 129430 members 
Mstep: Class 8 contains 5771 members 
Mstep: Class 9 contains 271838 members 
Mstep: Class 10 contains 2196 members 
Mstep: Class 11 contains 3823 members 
Mstep: Class 12 contains 62357 members 
Mstep: Class 13 contains 22654 members 
Mstep: Class 14 contains 53069 members 
Mstep: Class 15 contains 7360 members 
Mstep: Class 17 contains 56737 members 
Mstep: Class 19 contains 10569 members 
Mstep: Class 20 contains 15745 members 
Mstep: Class 21 contains 2935 members 
Mstep: Class 22 contains 15364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2713.914551 but Gain 3343.632812
Score: -90530248.000000 Penalty: 60185.359375
Iteration 5F: 19 clusters Score -9.053025e+07 nChanged 65001
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 1548 members 
Mstep: Class 3 contains 6575 members 
Mstep: Class 4 contains 7708 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 130329 members 
Mstep: Class 8 contains 4232 members 
Mstep: Class 9 contains 274695 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 5462 members 
Mstep: Class 12 contains 55083 members 
Mstep: Class 13 contains 16921 members 
Mstep: Class 14 contains 55277 members 
Mstep: Class 15 contains 7721 members 
Mstep: Class 17 contains 64973 members 
Mstep: Class 19 contains 11634 members 
Mstep: Class 20 contains 18515 members 
Mstep: Class 22 contains 15278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90575744.000000 Penalty: 60185.359375
Iteration 6F: 19 clusters Score -9.057574e+07 nChanged 54431
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 7896 members 
Mstep: Class 4 contains 7240 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 134372 members 
Mstep: Class 8 contains 3373 members 
Mstep: Class 9 contains 269907 members 
Mstep: Class 10 contains 2446 members 
Mstep: Class 11 contains 7350 members 
Mstep: Class 12 contains 49660 members 
Mstep: Class 13 contains 12984 members 
Mstep: Class 14 contains 55856 members 
Mstep: Class 15 contains 7935 members 
Mstep: Class 17 contains 72424 members 
Mstep: Class 19 contains 12443 members 
Mstep: Class 20 contains 20629 members 
Mstep: Class 22 contains 14677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90610880.000000 Penalty: 60185.359375
Iteration 7F: 19 clusters Score -9.061088e+07 nChanged 46885
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 1427 members 
Mstep: Class 3 contains 9226 members 
Mstep: Class 4 contains 7162 members 
Mstep: Class 5 contains 1434 members 
Mstep: Class 6 contains 141590 members 
Mstep: Class 8 contains 3082 members 
Mstep: Class 9 contains 260657 members 
Mstep: Class 10 contains 2200 members 
Mstep: Class 11 contains 9030 members 
Mstep: Class 12 contains 45711 members 
Mstep: Class 13 contains 11159 members 
Mstep: Class 14 contains 55945 members 
Mstep: Class 15 contains 8356 members 
Mstep: Class 17 contains 77800 members 
Mstep: Class 19 contains 13039 members 
Mstep: Class 20 contains 22565 members 
Mstep: Class 22 contains 13991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90642760.000000 Penalty: 60185.359375
Iteration 8F: 19 clusters Score -9.064276e+07 nChanged 40125
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 1420 members 
Mstep: Class 3 contains 10349 members 
Mstep: Class 4 contains 7282 members 
Mstep: Class 5 contains 1435 members 
Mstep: Class 6 contains 150757 members 
Mstep: Class 8 contains 3253 members 
Mstep: Class 9 contains 249870 members 
Mstep: Class 10 contains 1819 members 
Mstep: Class 11 contains 10596 members 
Mstep: Class 12 contains 42283 members 
Mstep: Class 13 contains 10714 members 
Mstep: Class 14 contains 55854 members 
Mstep: Class 15 contains 9410 members 
Mstep: Class 17 contains 81034 members 
Mstep: Class 19 contains 13474 members 
Mstep: Class 20 contains 24363 members 
Mstep: Class 22 contains 13263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90670320.000000 Penalty: 60185.359375
Iteration 9F: 19 clusters Score -9.067032e+07 nChanged 35136
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 11298 members 
Mstep: Class 4 contains 7618 members 
Mstep: Class 5 contains 1433 members 
Mstep: Class 6 contains 161535 members 
Mstep: Class 8 contains 3534 members 
Mstep: Class 9 contains 237988 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 11920 members 
Mstep: Class 12 contains 39256 members 
Mstep: Class 13 contains 10731 members 
Mstep: Class 14 contains 55793 members 
Mstep: Class 15 contains 11551 members 
Mstep: Class 17 contains 82681 members 
Mstep: Class 19 contains 13814 members 
Mstep: Class 20 contains 26019 members 
Mstep: Class 22 contains 12493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90695552.000000 Penalty: 60185.359375
Iteration 10Q: 19 clusters Score -9.069555e+07 nChanged 33737
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 1408 members 
Mstep: Class 3 contains 12042 members 
Mstep: Class 4 contains 8054 members 
Mstep: Class 5 contains 1432 members 
Mstep: Class 6 contains 174166 members 
Mstep: Class 8 contains 3431 members 
Mstep: Class 9 contains 224696 members 
Mstep: Class 10 contains 1444 members 
Mstep: Class 11 contains 12832 members 
Mstep: Class 12 contains 36674 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 55931 members 
Mstep: Class 15 contains 14928 members 
Mstep: Class 17 contains 83199 members 
Mstep: Class 19 contains 14107 members 
Mstep: Class 20 contains 27669 members 
Mstep: Class 22 contains 11727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90717080.000000 Penalty: 60185.359375
Iteration 11Q: 19 clusters Score -9.071708e+07 nChanged 32399
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 1405 members 
Mstep: Class 3 contains 12525 members 
Mstep: Class 4 contains 8527 members 
Mstep: Class 5 contains 1427 members 
Mstep: Class 6 contains 187554 members 
Mstep: Class 8 contains 2710 members 
Mstep: Class 9 contains 211124 members 
Mstep: Class 10 contains 1332 members 
Mstep: Class 11 contains 13486 members 
Mstep: Class 12 contains 34325 members 
Mstep: Class 13 contains 10960 members 
Mstep: Class 14 contains 56285 members 
Mstep: Class 15 contains 18488 members 
Mstep: Class 17 contains 83168 members 
Mstep: Class 19 contains 14471 members 
Mstep: Class 20 contains 29238 members 
Mstep: Class 22 contains 10894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90731424.000000 Penalty: 60185.359375
Iteration 12Q: 19 clusters Score -9.073142e+07 nChanged 29880
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 1404 members 
Mstep: Class 3 contains 12923 members 
Mstep: Class 4 contains 9054 members 
Mstep: Class 5 contains 1424 members 
Mstep: Class 6 contains 201212 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 197651 members 
Mstep: Class 10 contains 1256 members 
Mstep: Class 11 contains 14050 members 
Mstep: Class 12 contains 32155 members 
Mstep: Class 13 contains 11040 members 
Mstep: Class 14 contains 56790 members 
Mstep: Class 15 contains 21342 members 
Mstep: Class 17 contains 82884 members 
Mstep: Class 19 contains 14811 members 
Mstep: Class 20 contains 30515 members 
Mstep: Class 22 contains 9710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90741440.000000 Penalty: 60185.359375
Iteration 13Q: 19 clusters Score -9.074144e+07 nChanged 27260
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 1404 members 
Mstep: Class 3 contains 13178 members 
Mstep: Class 4 contains 9606 members 
Mstep: Class 5 contains 1422 members 
Mstep: Class 6 contains 214722 members 
Mstep: Class 8 contains 1113 members 
Mstep: Class 9 contains 184334 members 
Mstep: Class 10 contains 1204 members 
Mstep: Class 11 contains 14632 members 
Mstep: Class 12 contains 30301 members 
Mstep: Class 13 contains 11076 members 
Mstep: Class 14 contains 57262 members 
Mstep: Class 15 contains 23287 members 
Mstep: Class 17 contains 82683 members 
Mstep: Class 19 contains 15132 members 
Mstep: Class 20 contains 31498 members 
Mstep: Class 22 contains 8373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90747576.000000 Penalty: 60185.359375
Iteration 14Q: 19 clusters Score -9.074758e+07 nChanged 25284
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 1404 members 
Mstep: Class 3 contains 13410 members 
Mstep: Class 4 contains 10121 members 
Mstep: Class 5 contains 1422 members 
Mstep: Class 6 contains 227056 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 172040 members 
Mstep: Class 10 contains 1176 members 
Mstep: Class 11 contains 15277 members 
Mstep: Class 12 contains 28663 members 
Mstep: Class 13 contains 11064 members 
Mstep: Class 14 contains 57596 members 
Mstep: Class 15 contains 24503 members 
Mstep: Class 17 contains 82685 members 
Mstep: Class 19 contains 15426 members 
Mstep: Class 20 contains 32182 members 
Mstep: Class 22 contains 7093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90752304.000000 Penalty: 60185.359375
Iteration 15Q: 19 clusters Score -9.07523e+07 nChanged 23237
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 1404 members 
Mstep: Class 3 contains 13605 members 
Mstep: Class 4 contains 10566 members 
Mstep: Class 5 contains 1422 members 
Mstep: Class 6 contains 237551 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 161739 members 
Mstep: Class 10 contains 1168 members 
Mstep: Class 11 contains 15773 members 
Mstep: Class 12 contains 27159 members 
Mstep: Class 13 contains 11052 members 
Mstep: Class 14 contains 57674 members 
Mstep: Class 15 contains 25335 members 
Mstep: Class 17 contains 82793 members 
Mstep: Class 19 contains 15668 members 
Mstep: Class 20 contains 32800 members 
Mstep: Class 22 contains 5931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90756184.000000 Penalty: 60185.359375
Iteration 16Q: 19 clusters Score -9.075618e+07 nChanged 20482
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 1404 members 
Mstep: Class 3 contains 13841 members 
Mstep: Class 4 contains 10918 members 
Mstep: Class 5 contains 1422 members 
Mstep: Class 6 contains 245321 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 9 contains 154291 members 
Mstep: Class 10 contains 1157 members 
Mstep: Class 11 contains 16093 members 
Mstep: Class 12 contains 25806 members 
Mstep: Class 13 contains 11032 members 
Mstep: Class 14 contains 57223 members 
Mstep: Class 15 contains 25984 members 
Mstep: Class 17 contains 82954 members 
Mstep: Class 19 contains 15843 members 
Mstep: Class 20 contains 33535 members 
Mstep: Class 22 contains 5103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90759656.000000 Penalty: 60185.359375
Iteration 17Q: 19 clusters Score -9.075966e+07 nChanged 18149
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1404 members 
Mstep: Class 3 contains 14102 members 
Mstep: Class 4 contains 11229 members 
Mstep: Class 5 contains 1422 members 
Mstep: Class 6 contains 250533 members 
Mstep: Class 8 contains 638 members 
Mstep: Class 9 contains 149637 members 
Mstep: Class 10 contains 1156 members 
Mstep: Class 11 contains 16132 members 
Mstep: Class 12 contains 24580 members 
Mstep: Class 13 contains 11011 members 
Mstep: Class 14 contains 56437 members 
Mstep: Class 15 contains 26493 members 
Mstep: Class 17 contains 83132 members 
Mstep: Class 19 contains 16012 members 
Mstep: Class 20 contains 34305 members 
Mstep: Class 22 contains 4537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90762320.000000 Penalty: 60185.359375
Iteration 18Q: 19 clusters Score -9.076232e+07 nChanged 15979
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1404 members 
Mstep: Class 3 contains 14337 members 
Mstep: Class 4 contains 11594 members 
Mstep: Class 5 contains 1422 members 
Mstep: Class 6 contains 253601 members 
Mstep: Class 8 contains 623 members 
Mstep: Class 9 contains 147399 members 
Mstep: Class 10 contains 1165 members 
Mstep: Class 11 contains 16099 members 
Mstep: Class 12 contains 23358 members 
Mstep: Class 13 contains 10997 members 
Mstep: Class 14 contains 55295 members 
Mstep: Class 15 contains 26934 members 
Mstep: Class 17 contains 83287 members 
Mstep: Class 19 contains 16140 members 
Mstep: Class 20 contains 35014 members 
Mstep: Class 22 contains 4212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90764760.000000 Penalty: 60185.359375
Iteration 19Q: 19 clusters Score -9.076476e+07 nChanged 13919
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 1404 members 
Mstep: Class 3 contains 14520 members 
Mstep: Class 4 contains 12221 members 
Mstep: Class 5 contains 1422 members 
Mstep: Class 6 contains 255019 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 146947 members 
Mstep: Class 10 contains 1171 members 
Mstep: Class 11 contains 15990 members 
Mstep: Class 12 contains 22250 members 
Mstep: Class 13 contains 10986 members 
Mstep: Class 14 contains 53811 members 
Mstep: Class 15 contains 27310 members 
Mstep: Class 17 contains 83359 members 
Mstep: Class 19 contains 16280 members 
Mstep: Class 20 contains 35625 members 
Mstep: Class 22 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90775480.000000 Penalty: 60185.359375
Iteration 20F: 19 clusters Score -9.077548e+07 nChanged 15335
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 14702 members 
Mstep: Class 4 contains 13278 members 
Mstep: Class 5 contains 1418 members 
Mstep: Class 6 contains 256502 members 
Mstep: Class 8 contains 561 members 
Mstep: Class 9 contains 146349 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 15880 members 
Mstep: Class 12 contains 21281 members 
Mstep: Class 13 contains 10957 members 
Mstep: Class 14 contains 52033 members 
Mstep: Class 15 contains 28698 members 
Mstep: Class 17 contains 83317 members 
Mstep: Class 19 contains 16370 members 
Mstep: Class 20 contains 36168 members 
Mstep: Class 22 contains 4538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90780144.000000 Penalty: 60185.359375
Iteration 21Q: 19 clusters Score -9.078014e+07 nChanged 14071
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 14881 members 
Mstep: Class 4 contains 14427 members 
Mstep: Class 5 contains 1417 members 
Mstep: Class 6 contains 256483 members 
Mstep: Class 8 contains 527 members 
Mstep: Class 9 contains 147266 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 15755 members 
Mstep: Class 12 contains 20333 members 
Mstep: Class 13 contains 10950 members 
Mstep: Class 14 contains 50302 members 
Mstep: Class 15 contains 29349 members 
Mstep: Class 17 contains 83255 members 
Mstep: Class 19 contains 16409 members 
Mstep: Class 20 contains 36675 members 
Mstep: Class 22 contains 4565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90781296.000000 Penalty: 60185.359375
Iteration 22Q: 19 clusters Score -9.07813e+07 nChanged 12524
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 15074 members 
Mstep: Class 4 contains 15614 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 255073 members 
Mstep: Class 8 contains 498 members 
Mstep: Class 9 contains 149579 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 15663 members 
Mstep: Class 12 contains 19433 members 
Mstep: Class 13 contains 10942 members 
Mstep: Class 14 contains 48622 members 
Mstep: Class 15 contains 29830 members 
Mstep: Class 17 contains 83126 members 
Mstep: Class 19 contains 16455 members 
Mstep: Class 20 contains 37119 members 
Mstep: Class 22 contains 4567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90782672.000000 Penalty: 60185.359375
Iteration 23Q: 19 clusters Score -9.078267e+07 nChanged 11080
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 15276 members 
Mstep: Class 4 contains 16802 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 252536 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 153051 members 
Mstep: Class 10 contains 1186 members 
Mstep: Class 11 contains 15593 members 
Mstep: Class 12 contains 18720 members 
Mstep: Class 13 contains 10918 members 
Mstep: Class 14 contains 46995 members 
Mstep: Class 15 contains 30181 members 
Mstep: Class 17 contains 82827 members 
Mstep: Class 19 contains 16473 members 
Mstep: Class 20 contains 37477 members 
Mstep: Class 22 contains 4568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90784160.000000 Penalty: 60185.359375
Iteration 24Q: 19 clusters Score -9.078416e+07 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 15454 members 
Mstep: Class 4 contains 18001 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 248818 members 
Mstep: Class 8 contains 481 members 
Mstep: Class 9 contains 157625 members 
Mstep: Class 10 contains 1191 members 
Mstep: Class 11 contains 15521 members 
Mstep: Class 12 contains 18155 members 
Mstep: Class 13 contains 10882 members 
Mstep: Class 14 contains 45467 members 
Mstep: Class 15 contains 30498 members 
Mstep: Class 17 contains 82497 members 
Mstep: Class 19 contains 16454 members 
Mstep: Class 20 contains 37760 members 
Mstep: Class 22 contains 4572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90785808.000000 Penalty: 60185.359375
Iteration 25Q: 19 clusters Score -9.078581e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 15583 members 
Mstep: Class 4 contains 19163 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 243827 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 163422 members 
Mstep: Class 10 contains 1177 members 
Mstep: Class 11 contains 15452 members 
Mstep: Class 12 contains 17686 members 
Mstep: Class 13 contains 10858 members 
Mstep: Class 14 contains 44049 members 
Mstep: Class 15 contains 30780 members 
Mstep: Class 17 contains 82137 members 
Mstep: Class 19 contains 16440 members 
Mstep: Class 20 contains 38019 members 
Mstep: Class 22 contains 4575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90787696.000000 Penalty: 60185.359375
Iteration 26Q: 19 clusters Score -9.07877e+07 nChanged 11703
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 15667 members 
Mstep: Class 4 contains 20358 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 237329 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 170595 members 
Mstep: Class 10 contains 1174 members 
Mstep: Class 11 contains 15406 members 
Mstep: Class 12 contains 17296 members 
Mstep: Class 13 contains 10804 members 
Mstep: Class 14 contains 42649 members 
Mstep: Class 15 contains 31018 members 
Mstep: Class 17 contains 81867 members 
Mstep: Class 19 contains 16432 members 
Mstep: Class 20 contains 38240 members 
Mstep: Class 22 contains 4583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90789200.000000 Penalty: 60185.359375
Iteration 27Q: 19 clusters Score -9.07892e+07 nChanged 12686
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 15760 members 
Mstep: Class 4 contains 21475 members 
Mstep: Class 5 contains 1403 members 
Mstep: Class 6 contains 229735 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 178886 members 
Mstep: Class 10 contains 1175 members 
Mstep: Class 11 contains 15359 members 
Mstep: Class 12 contains 16944 members 
Mstep: Class 13 contains 10738 members 
Mstep: Class 14 contains 41332 members 
Mstep: Class 15 contains 31223 members 
Mstep: Class 17 contains 81570 members 
Mstep: Class 19 contains 16440 members 
Mstep: Class 20 contains 38408 members 
Mstep: Class 22 contains 4585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90790312.000000 Penalty: 60185.359375
Iteration 28Q: 19 clusters Score -9.079031e+07 nChanged 13106
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1403 members 
Mstep: Class 3 contains 15822 members 
Mstep: Class 4 contains 22527 members 
Mstep: Class 5 contains 1402 members 
Mstep: Class 6 contains 221474 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 187800 members 
Mstep: Class 10 contains 1174 members 
Mstep: Class 11 contains 15318 members 
Mstep: Class 12 contains 16660 members 
Mstep: Class 13 contains 10660 members 
Mstep: Class 14 contains 40152 members 
Mstep: Class 15 contains 31394 members 
Mstep: Class 17 contains 81236 members 
Mstep: Class 19 contains 16455 members 
Mstep: Class 20 contains 38554 members 
Mstep: Class 22 contains 4588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90792440.000000 Penalty: 60185.359375
Iteration 29Q: 19 clusters Score -9.079244e+07 nChanged 13647
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 15862 members 
Mstep: Class 4 contains 23544 members 
Mstep: Class 5 contains 1402 members 
Mstep: Class 6 contains 212547 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 197229 members 
Mstep: Class 10 contains 1186 members 
Mstep: Class 11 contains 15279 members 
Mstep: Class 12 contains 16418 members 
Mstep: Class 13 contains 10583 members 
Mstep: Class 14 contains 39096 members 
Mstep: Class 15 contains 31570 members 
Mstep: Class 17 contains 80885 members 
Mstep: Class 19 contains 16475 members 
Mstep: Class 20 contains 38721 members 
Mstep: Class 22 contains 4584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90794120.000000 Penalty: 60185.359375
Iteration 30Q: 19 clusters Score -9.079412e+07 nChanged 13596
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 15908 members 
Mstep: Class 4 contains 24548 members 
Mstep: Class 5 contains 1402 members 
Mstep: Class 6 contains 203525 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 206689 members 
Mstep: Class 10 contains 1197 members 
Mstep: Class 11 contains 15244 members 
Mstep: Class 12 contains 16217 members 
Mstep: Class 13 contains 10494 members 
Mstep: Class 14 contains 38060 members 
Mstep: Class 15 contains 31680 members 
Mstep: Class 17 contains 80609 members 
Mstep: Class 19 contains 16484 members 
Mstep: Class 20 contains 38876 members 
Mstep: Class 22 contains 4582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90795400.000000 Penalty: 60185.359375
Iteration 31Q: 19 clusters Score -9.07954e+07 nChanged 12800
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 15964 members 
Mstep: Class 4 contains 25543 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 195147 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 215482 members 
Mstep: Class 10 contains 1214 members 
Mstep: Class 11 contains 15213 members 
Mstep: Class 12 contains 16050 members 
Mstep: Class 13 contains 10408 members 
Mstep: Class 14 contains 37103 members 
Mstep: Class 15 contains 31769 members 
Mstep: Class 17 contains 80280 members 
Mstep: Class 19 contains 16480 members 
Mstep: Class 20 contains 39005 members 
Mstep: Class 22 contains 4584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90796880.000000 Penalty: 60185.359375
Iteration 32Q: 19 clusters Score -9.079688e+07 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 16037 members 
Mstep: Class 4 contains 26503 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 187660 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 223299 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 15176 members 
Mstep: Class 12 contains 15931 members 
Mstep: Class 13 contains 10317 members 
Mstep: Class 14 contains 36206 members 
Mstep: Class 15 contains 31873 members 
Mstep: Class 17 contains 79935 members 
Mstep: Class 19 contains 16464 members 
Mstep: Class 20 contains 39146 members 
Mstep: Class 22 contains 4583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797672.000000 Penalty: 60185.359375
Iteration 33Q: 19 clusters Score -9.079767e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 16097 members 
Mstep: Class 4 contains 27342 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 181505 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 229764 members 
Mstep: Class 10 contains 1253 members 
Mstep: Class 11 contains 15127 members 
Mstep: Class 12 contains 15840 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 35443 members 
Mstep: Class 15 contains 31965 members 
Mstep: Class 17 contains 79584 members 
Mstep: Class 19 contains 16431 members 
Mstep: Class 20 contains 39321 members 
Mstep: Class 22 contains 4582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797784.000000 Penalty: 60185.359375
Iteration 34Q: 19 clusters Score -9.079778e+07 nChanged 9825
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 16252 members 
Mstep: Class 4 contains 28126 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 176815 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 234622 members 
Mstep: Class 10 contains 1273 members 
Mstep: Class 11 contains 15099 members 
Mstep: Class 12 contains 15743 members 
Mstep: Class 13 contains 10136 members 
Mstep: Class 14 contains 34731 members 
Mstep: Class 15 contains 32048 members 
Mstep: Class 17 contains 79292 members 
Mstep: Class 19 contains 16377 members 
Mstep: Class 20 contains 39492 members 
Mstep: Class 22 contains 4583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90798408.000000 Penalty: 60185.359375
Iteration 35Q: 19 clusters Score -9.079841e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 16437 members 
Mstep: Class 4 contains 28831 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 174127 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 237524 members 
Mstep: Class 10 contains 1284 members 
Mstep: Class 11 contains 15038 members 
Mstep: Class 12 contains 15627 members 
Mstep: Class 13 contains 10036 members 
Mstep: Class 14 contains 34097 members 
Mstep: Class 15 contains 32126 members 
Mstep: Class 17 contains 79022 members 
Mstep: Class 19 contains 16299 members 
Mstep: Class 20 contains 39643 members 
Mstep: Class 22 contains 4580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90799120.000000 Penalty: 60185.359375
Iteration 36Q: 19 clusters Score -9.079912e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 16629 members 
Mstep: Class 4 contains 29455 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 172747 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 239105 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 11 contains 14959 members 
Mstep: Class 12 contains 15509 members 
Mstep: Class 13 contains 9946 members 
Mstep: Class 14 contains 33539 members 
Mstep: Class 15 contains 32233 members 
Mstep: Class 17 contains 78758 members 
Mstep: Class 19 contains 16194 members 
Mstep: Class 20 contains 39795 members 
Mstep: Class 22 contains 4579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90799176.000000 Penalty: 60185.359375
Iteration 37Q: 19 clusters Score -9.079918e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 16805 members 
Mstep: Class 4 contains 29985 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 172503 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 239442 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 11 contains 14889 members 
Mstep: Class 12 contains 15400 members 
Mstep: Class 13 contains 9857 members 
Mstep: Class 14 contains 33039 members 
Mstep: Class 15 contains 32346 members 
Mstep: Class 17 contains 78597 members 
Mstep: Class 19 contains 16101 members 
Mstep: Class 20 contains 39949 members 
Mstep: Class 22 contains 4580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90799512.000000 Penalty: 60185.359375
Iteration 38Q: 19 clusters Score -9.079951e+07 nChanged 5945
Entering ConstructFrom: 
Score: -90799512.000000 Penalty: 60185.359375
Entering ConstructFrom: 
Trying to split cluster 1 (8527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Entering Unmasked Estep 
Score: -948122.312500 Penalty: 2244.646240
	Iteration 0F: 2 clusters Score -948122.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -941611.875000 Penalty: 4489.292480
	Iteration 0F: 3 clusters Score -941611.9 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -943958.125000 Penalty: 4489.292480
	Iteration 1F: 3 clusters Score -943958.1 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -944703.562500 Penalty: 4489.292480
	Iteration 2F: 3 clusters Score -944703.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -945290.375000 Penalty: 4489.292480
	Iteration 3F: 3 clusters Score -945290.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -945752.375000 Penalty: 4489.292480
	Iteration 4F: 3 clusters Score -945752.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -946112.187500 Penalty: 4489.292480
	Iteration 5F: 3 clusters Score -946112.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -946338.000000 Penalty: 4489.292480
	Iteration 6Q: 3 clusters Score -946338 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -946487.937500 Penalty: 4489.292480
	Iteration 7Q: 3 clusters Score -946487.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -946597.500000 Penalty: 4489.292480
	Iteration 8Q: 3 clusters Score -946597.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -946681.000000 Penalty: 4489.292480
	Iteration 9Q: 3 clusters Score -946681 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -946736.750000 Penalty: 4489.292480
	Iteration 10Q: 3 clusters Score -946736.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -946776.625000 Penalty: 4489.292480
	Iteration 11Q: 3 clusters Score -946776.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -946806.687500 Penalty: 4489.292480
	Iteration 12Q: 3 clusters Score -946806.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -946833.500000 Penalty: 4489.292480
	Iteration 13Q: 3 clusters Score -946833.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -946857.125000 Penalty: 4489.292480
	Iteration 14Q: 3 clusters Score -946857.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -946891.562500 Penalty: 4489.292480
	Iteration 15Q: 3 clusters Score -946891.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -946940.250000 Penalty: 4489.292480
	Iteration 16Q: 3 clusters Score -946940.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -947019.375000 Penalty: 4489.292480
	Iteration 17Q: 3 clusters Score -947019.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -947160.375000 Penalty: 4489.292480
	Iteration 18Q: 3 clusters Score -947160.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -947374.562500 Penalty: 4489.292480
	Iteration 19Q: 3 clusters Score -947374.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -947649.250000 Penalty: 4489.292480
	Iteration 20F: 3 clusters Score -947649.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -947975.937500 Penalty: 4489.292480
	Iteration 21Q: 3 clusters Score -947975.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -948324.875000 Penalty: 4489.292480
	Iteration 22Q: 3 clusters Score -948324.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -948551.000000 Penalty: 4489.292480
	Iteration 23Q: 3 clusters Score -948551 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -948648.625000 Penalty: 4489.292480
	Iteration 24Q: 3 clusters Score -948648.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -948697.562500 Penalty: 4489.292480
	Iteration 25Q: 3 clusters Score -948697.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -948727.125000 Penalty: 4489.292480
	Iteration 26Q: 3 clusters Score -948727.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -948742.312500 Penalty: 4489.292480
	Iteration 27Q: 3 clusters Score -948742.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -948748.812500 Penalty: 4489.292480
	Iteration 28Q: 3 clusters Score -948748.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -948753.625000 Penalty: 4489.292480
	Iteration 29Q: 3 clusters Score -948753.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -948756.000000 Penalty: 4489.292480
	Iteration 30Q: 3 clusters Score -948756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -948756.375000 Penalty: 4489.292480
	Iteration 31Q: 3 clusters Score -948756.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -948766.375000 Penalty: 4489.292480
	Iteration 32F: 3 clusters Score -948766.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -948774.187500 Penalty: 4489.292480
	Iteration 33Q: 3 clusters Score -948774.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -948782.187500 Penalty: 4489.292480
	Iteration 34Q: 3 clusters Score -948782.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -948786.437500 Penalty: 4489.292480
	Iteration 35Q: 3 clusters Score -948786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -948794.000000 Penalty: 4489.292480
	Iteration 36Q: 3 clusters Score -948794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -948795.000000 Penalty: 4489.292480
	Iteration 37Q: 3 clusters Score -948795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -948795.500000 Penalty: 4489.292480
	Iteration 38Q: 3 clusters Score -948795.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -948802.125000 Penalty: 4489.292480
	Iteration 39Q: 3 clusters Score -948802.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -948807.937500 Penalty: 4489.292480
	Iteration 40F: 3 clusters Score -948807.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -948816.500000 Penalty: 4489.292480
	Iteration 41Q: 3 clusters Score -948816.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -948820.312500 Penalty: 4489.292480
	Iteration 42Q: 3 clusters Score -948820.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -948820.375000 Penalty: 4489.292480
	Iteration 43Q: 3 clusters Score -948820.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -948822.937500 Penalty: 4489.292480
	Iteration 44Q: 3 clusters Score -948822.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -948826.000000 Penalty: 4489.292480
	Iteration 45Q: 3 clusters Score -948826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -948828.375000 Penalty: 4489.292480
	Iteration 46Q: 3 clusters Score -948828.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -948827.125000 Penalty: 4489.292480
	Iteration 47Q: 3 clusters Score -948827.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -948828.000000 Penalty: 4489.292480
	Iteration 48Q: 3 clusters Score -948828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -948827.562500 Penalty: 4489.292480
	Iteration 49Q: 3 clusters Score -948827.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -948827.562500 Penalty: 4489.292480
	Iteration 50F: 3 clusters Score -948827.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 16944 members 
Mstep: Class 4 contains 30439 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 173232 members 
Mstep: Class 7 contains 521 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 238848 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 11 contains 14839 members 
Mstep: Class 12 contains 15316 members 
Mstep: Class 13 contains 9772 members 
Mstep: Class 14 contains 32659 members 
Mstep: Class 15 contains 32463 members 
Mstep: Class 17 contains 78389 members 
Mstep: Class 19 contains 15989 members 
Mstep: Class 20 contains 40056 members 
Mstep: Class 22 contains 4581 members 
Entering Unmasked Estep 
Score: -90799152.000000 Penalty: 63528.992188
Splitting cluster 1 changes total score from -90799512.000000 to -90799152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Entering Unmasked Estep 
Score: -150310.812500 Penalty: 1796.922485
	Iteration 0F: 2 clusters Score -150310.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -148244.656250 Penalty: 3593.844971
	Iteration 0F: 3 clusters Score -148244.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -149363.484375 Penalty: 3593.844971
	Iteration 1F: 3 clusters Score -149363.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -150248.359375 Penalty: 3593.844971
	Iteration 2F: 3 clusters Score -150248.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -150875.421875 Penalty: 3593.844971
	Iteration 3F: 3 clusters Score -150875.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -151395.890625 Penalty: 3593.844971
	Iteration 4F: 3 clusters Score -151395.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -151582.328125 Penalty: 3593.844971
	Iteration 5Q: 3 clusters Score -151582.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -151614.718750 Penalty: 3593.844971
	Iteration 6Q: 3 clusters Score -151614.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -151628.140625 Penalty: 3593.844971
	Iteration 7Q: 3 clusters Score -151628.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -151642.781250 Penalty: 3593.844971
	Iteration 8Q: 3 clusters Score -151642.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -151679.937500 Penalty: 3593.844971
	Iteration 9Q: 3 clusters Score -151679.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -151698.546875 Penalty: 3593.844971
	Iteration 10Q: 3 clusters Score -151698.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -151714.703125 Penalty: 3593.844971
	Iteration 11Q: 3 clusters Score -151714.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -151717.046875 Penalty: 3593.844971
	Iteration 12Q: 3 clusters Score -151717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -151718.718750 Penalty: 3593.844971
	Iteration 13Q: 3 clusters Score -151718.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -151719.750000 Penalty: 3593.844971
	Iteration 14Q: 3 clusters Score -151719.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -151719.750000 Penalty: 3593.844971
	Iteration 15F: 3 clusters Score -151719.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 983 members 
Mstep: Class 3 contains 16944 members 
Mstep: Class 4 contains 30439 members 
Mstep: Class 5 contains 1400 members 
Mstep: Class 6 contains 173232 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 238848 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 11 contains 14839 members 
Mstep: Class 12 contains 15316 members 
Mstep: Class 13 contains 9772 members 
Mstep: Class 14 contains 32659 members 
Mstep: Class 15 contains 32463 members 
Mstep: Class 17 contains 78389 members 
Mstep: Class 19 contains 15989 members 
Mstep: Class 20 contains 40056 members 
Mstep: Class 22 contains 4581 members 
Entering Unmasked Estep 
Score: -90799336.000000 Penalty: 63528.992188
Splitting cluster 2 changes total score from -90799512.000000 to -90799336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (16944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Entering Unmasked Estep 
Score: -2216276.250000 Penalty: 2414.941895
	Iteration 0F: 2 clusters Score -2216276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2204193.250000 Penalty: 4829.883789
	Iteration 0F: 3 clusters Score -2204193 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2208007.000000 Penalty: 4829.883789
	Iteration 1F: 3 clusters Score -2208007 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2208436.750000 Penalty: 4829.883789
	Iteration 2F: 3 clusters Score -2208437 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2208791.500000 Penalty: 4829.883789
	Iteration 3F: 3 clusters Score -2208792 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2209044.000000 Penalty: 4829.883789
	Iteration 4Q: 3 clusters Score -2209044 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2209333.750000 Penalty: 4829.883789
	Iteration 5Q: 3 clusters Score -2209334 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2209635.500000 Penalty: 4829.883789
	Iteration 6Q: 3 clusters Score -2209636 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2210030.000000 Penalty: 4829.883789
	Iteration 7Q: 3 clusters Score -2210030 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2210542.500000 Penalty: 4829.883789
	Iteration 8Q: 3 clusters Score -2210542 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2211196.750000 Penalty: 4829.883789
	Iteration 9F: 3 clusters Score -2211197 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2211953.250000 Penalty: 4829.883789
	Iteration 10F: 3 clusters Score -2211953 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2212667.750000 Penalty: 4829.883789
	Iteration 11Q: 3 clusters Score -2212668 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2213247.000000 Penalty: 4829.883789
	Iteration 12Q: 3 clusters Score -2213247 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2213649.500000 Penalty: 4829.883789
	Iteration 13Q: 3 clusters Score -2213650 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2213854.750000 Penalty: 4829.883789
	Iteration 14Q: 3 clusters Score -2213855 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2213980.500000 Penalty: 4829.883789
	Iteration 15Q: 3 clusters Score -2213980 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2214067.000000 Penalty: 4829.883789
	Iteration 16Q: 3 clusters Score -2214067 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2214103.250000 Penalty: 4829.883789
	Iteration 17Q: 3 clusters Score -2214103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2214121.750000 Penalty: 4829.883789
	Iteration 18Q: 3 clusters Score -2214122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2214136.250000 Penalty: 4829.883789
	Iteration 19Q: 3 clusters Score -2214136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2214144.750000 Penalty: 4829.883789
	Iteration 20F: 3 clusters Score -2214145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2214143.750000 Penalty: 4829.883789
	Iteration 21Q: 3 clusters Score -2214144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2214147.750000 Penalty: 4829.883789
	Iteration 22Q: 3 clusters Score -2214148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2214157.000000 Penalty: 4829.883789
	Iteration 23Q: 3 clusters Score -2214157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2214160.750000 Penalty: 4829.883789
	Iteration 24Q: 3 clusters Score -2214161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2214170.500000 Penalty: 4829.883789
	Iteration 25Q: 3 clusters Score -2214170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2214174.750000 Penalty: 4829.883789
	Iteration 26Q: 3 clusters Score -2214175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2214177.750000 Penalty: 4829.883789
	Iteration 27Q: 3 clusters Score -2214178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2214180.500000 Penalty: 4829.883789
	Iteration 28Q: 3 clusters Score -2214180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2214180.750000 Penalty: 4829.883789
	Iteration 29Q: 3 clusters Score -2214181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2214183.500000 Penalty: 4829.883789
	Iteration 30Q: 3 clusters Score -2214184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2214184.750000 Penalty: 4829.883789
	Iteration 31Q: 3 clusters Score -2214185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2214194.250000 Penalty: 4829.883789
	Iteration 32Q: 3 clusters Score -2214194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2214197.500000 Penalty: 4829.883789
	Iteration 33Q: 3 clusters Score -2214198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2214201.000000 Penalty: 4829.883789
	Iteration 34Q: 3 clusters Score -2214201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2214202.000000 Penalty: 4829.883789
	Iteration 35Q: 3 clusters Score -2214202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2214204.250000 Penalty: 4829.883789
	Iteration 36Q: 3 clusters Score -2214204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2214204.250000 Penalty: 4829.883789
	Iteration 37F: 3 clusters Score -2214204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Entering Unmasked Estep 
Score: -3926985.750000 Penalty: 2560.222900
	Iteration 0F: 2 clusters Score -3926986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -3906214.250000 Penalty: 5120.445801
	Iteration 0F: 3 clusters Score -3906214 nChanged 13767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -3913658.250000 Penalty: 5120.445801
	Iteration 1F: 3 clusters Score -3913658 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -3914178.000000 Penalty: 5120.445801
	Iteration 2Q: 3 clusters Score -3914178 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -3914709.000000 Penalty: 5120.445801
	Iteration 3Q: 3 clusters Score -3914709 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3915305.000000 Penalty: 5120.445801
	Iteration 4Q: 3 clusters Score -3915305 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -3915940.250000 Penalty: 5120.445801
	Iteration 5Q: 3 clusters Score -3915940 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3916688.500000 Penalty: 5120.445801
	Iteration 6Q: 3 clusters Score -3916688 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -3917703.000000 Penalty: 5120.445801
	Iteration 7F: 3 clusters Score -3917703 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -3918992.000000 Penalty: 5120.445801
	Iteration 8F: 3 clusters Score -3918992 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -3920354.750000 Penalty: 5120.445801
	Iteration 9F: 3 clusters Score -3920355 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -3921577.500000 Penalty: 5120.445801
	Iteration 10Q: 3 clusters Score -3921578 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -3922477.000000 Penalty: 5120.445801
	Iteration 11Q: 3 clusters Score -3922477 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3923089.250000 Penalty: 5120.445801
	Iteration 12Q: 3 clusters Score -3923089 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3923492.000000 Penalty: 5120.445801
	Iteration 13Q: 3 clusters Score -3923492 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3923811.250000 Penalty: 5120.445801
	Iteration 14Q: 3 clusters Score -3923811 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -3924072.000000 Penalty: 5120.445801
	Iteration 15Q: 3 clusters Score -3924072 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3924313.750000 Penalty: 5120.445801
	Iteration 16Q: 3 clusters Score -3924314 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -3924541.000000 Penalty: 5120.445801
	Iteration 17Q: 3 clusters Score -3924541 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -3924696.250000 Penalty: 5120.445801
	Iteration 18Q: 3 clusters Score -3924696 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3924831.000000 Penalty: 5120.445801
	Iteration 19Q: 3 clusters Score -3924831 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -3924930.250000 Penalty: 5120.445801
	Iteration 20F: 3 clusters Score -3924930 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -3925005.500000 Penalty: 5120.445801
	Iteration 21Q: 3 clusters Score -3925006 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -3925059.000000 Penalty: 5120.445801
	Iteration 22Q: 3 clusters Score -3925059 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3925097.500000 Penalty: 5120.445801
	Iteration 23Q: 3 clusters Score -3925098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -3925122.750000 Penalty: 5120.445801
	Iteration 24Q: 3 clusters Score -3925123 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -3925143.000000 Penalty: 5120.445801
	Iteration 25Q: 3 clusters Score -3925143 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -3925168.250000 Penalty: 5120.445801
	Iteration 26Q: 3 clusters Score -3925168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3925184.500000 Penalty: 5120.445801
	Iteration 27Q: 3 clusters Score -3925184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -3925202.000000 Penalty: 5120.445801
	Iteration 28Q: 3 clusters Score -3925202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -3925217.250000 Penalty: 5120.445801
	Iteration 29Q: 3 clusters Score -3925217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -3925227.000000 Penalty: 5120.445801
	Iteration 30Q: 3 clusters Score -3925227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -3925233.250000 Penalty: 5120.445801
	Iteration 31Q: 3 clusters Score -3925233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -3925236.750000 Penalty: 5120.445801
	Iteration 32Q: 3 clusters Score -3925237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -3925245.500000 Penalty: 5120.445801
	Iteration 33Q: 3 clusters Score -3925246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -3925245.750000 Penalty: 5120.445801
	Iteration 34Q: 3 clusters Score -3925246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -3925246.750000 Penalty: 5120.445801
	Iteration 35Q: 3 clusters Score -3925247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3925251.750000 Penalty: 5120.445801
	Iteration 36Q: 3 clusters Score -3925252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -3925250.750000 Penalty: 5120.445801
	Iteration 37Q: 3 clusters Score -3925251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -3925250.750000 Penalty: 5120.445801
	Iteration 38F: 3 clusters Score -3925251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -148874.281250 Penalty: 1796.568359
	Iteration 0F: 2 clusters Score -148874.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -146755.203125 Penalty: 3593.136719
	Iteration 0F: 3 clusters Score -146755.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -148103.593750 Penalty: 3593.136719
	Iteration 1F: 3 clusters Score -148103.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -149379.453125 Penalty: 3593.136719
	Iteration 2F: 3 clusters Score -149379.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -150630.046875 Penalty: 3593.136719
	Iteration 3F: 3 clusters Score -150630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -150892.218750 Penalty: 3593.136719
	Iteration 4Q: 3 clusters Score -150892.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -150969.875000 Penalty: 3593.136719
	Iteration 5Q: 3 clusters Score -150969.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -150979.562500 Penalty: 3593.136719
	Iteration 6Q: 3 clusters Score -150979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -150981.421875 Penalty: 3593.136719
	Iteration 7Q: 3 clusters Score -150981.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -150981.421875 Penalty: 3593.136719
	Iteration 8F: 3 clusters Score -150981.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 16944 members 
Mstep: Class 4 contains 30439 members 
Mstep: Class 5 contains 1043 members 
Mstep: Class 6 contains 173232 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 238848 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 11 contains 14839 members 
Mstep: Class 12 contains 15316 members 
Mstep: Class 13 contains 9772 members 
Mstep: Class 14 contains 32659 members 
Mstep: Class 15 contains 32463 members 
Mstep: Class 17 contains 78389 members 
Mstep: Class 19 contains 15989 members 
Mstep: Class 20 contains 40056 members 
Mstep: Class 22 contains 4581 members 
Entering Unmasked Estep 
Score: -90800000.000000 Penalty: 63528.992188
Splitting cluster 5 changes total score from -90799512.000000 to -90800000.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 6 (173232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173232 members 
Entering Unmasked Estep 
Score: -22624696.000000 Penalty: 2991.472168
	Iteration 0F: 2 clusters Score -2.26247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86509 members 
Mstep: Class 2 contains 86723 members 
Entering Unmasked Estep 
Score: -22511948.000000 Penalty: 5982.944336
	Iteration 0F: 3 clusters Score -2.251195e+07 nChanged 82786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84049 members 
Mstep: Class 2 contains 89183 members 
Entering Unmasked Estep 
Score: -22560488.000000 Penalty: 5982.944336
	Iteration 1F: 3 clusters Score -2.256049e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82146 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -22562674.000000 Penalty: 5982.944336
	Iteration 2Q: 3 clusters Score -2.256267e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 94013 members 
Entering Unmasked Estep 
Score: -22566174.000000 Penalty: 5982.944336
	Iteration 3Q: 3 clusters Score -2.256617e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 98680 members 
Entering Unmasked Estep 
Score: -22571446.000000 Penalty: 5982.944336
	Iteration 4F: 3 clusters Score -2.257145e+07 nChanged 12103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 105207 members 
Entering Unmasked Estep 
Score: -22579912.000000 Penalty: 5982.944336
	Iteration 5F: 3 clusters Score -2.257991e+07 nChanged 13635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 113122 members 
Entering Unmasked Estep 
Score: -22591466.000000 Penalty: 5982.944336
	Iteration 6F: 3 clusters Score -2.259147e+07 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 120339 members 
Entering Unmasked Estep 
Score: -22602802.000000 Penalty: 5982.944336
	Iteration 7F: 3 clusters Score -2.26028e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 124705 members 
Entering Unmasked Estep 
Score: -22609322.000000 Penalty: 5982.944336
	Iteration 8F: 3 clusters Score -2.260932e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 127515 members 
Entering Unmasked Estep 
Score: -22611886.000000 Penalty: 5982.944336
	Iteration 9Q: 3 clusters Score -2.261189e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 129955 members 
Entering Unmasked Estep 
Score: -22613122.000000 Penalty: 5982.944336
	Iteration 10Q: 3 clusters Score -2.261312e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 132315 members 
Entering Unmasked Estep 
Score: -22614136.000000 Penalty: 5982.944336
	Iteration 11Q: 3 clusters Score -2.261414e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 134593 members 
Entering Unmasked Estep 
Score: -22614998.000000 Penalty: 5982.944336
	Iteration 12Q: 3 clusters Score -2.2615e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 136867 members 
Entering Unmasked Estep 
Score: -22615838.000000 Penalty: 5982.944336
	Iteration 13Q: 3 clusters Score -2.261584e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 139089 members 
Entering Unmasked Estep 
Score: -22616564.000000 Penalty: 5982.944336
	Iteration 14Q: 3 clusters Score -2.261656e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 141293 members 
Entering Unmasked Estep 
Score: -22617332.000000 Penalty: 5982.944336
	Iteration 15Q: 3 clusters Score -2.261733e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 143393 members 
Entering Unmasked Estep 
Score: -22618248.000000 Penalty: 5982.944336
	Iteration 16Q: 3 clusters Score -2.261825e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 145358 members 
Entering Unmasked Estep 
Score: -22619040.000000 Penalty: 5982.944336
	Iteration 17Q: 3 clusters Score -2.261904e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 147286 members 
Entering Unmasked Estep 
Score: -22619752.000000 Penalty: 5982.944336
	Iteration 18Q: 3 clusters Score -2.261975e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 148989 members 
Entering Unmasked Estep 
Score: -22620348.000000 Penalty: 5982.944336
	Iteration 19Q: 3 clusters Score -2.262035e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 150623 members 
Entering Unmasked Estep 
Score: -22620868.000000 Penalty: 5982.944336
	Iteration 20F: 3 clusters Score -2.262087e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 152077 members 
Entering Unmasked Estep 
Score: -22621346.000000 Penalty: 5982.944336
	Iteration 21Q: 3 clusters Score -2.262135e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 153452 members 
Entering Unmasked Estep 
Score: -22621756.000000 Penalty: 5982.944336
	Iteration 22Q: 3 clusters Score -2.262176e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 154683 members 
Entering Unmasked Estep 
Score: -22622116.000000 Penalty: 5982.944336
	Iteration 23Q: 3 clusters Score -2.262212e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 155792 members 
Entering Unmasked Estep 
Score: -22622306.000000 Penalty: 5982.944336
	Iteration 24Q: 3 clusters Score -2.262231e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 156852 members 
Entering Unmasked Estep 
Score: -22622476.000000 Penalty: 5982.944336
	Iteration 25Q: 3 clusters Score -2.262248e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 157795 members 
Entering Unmasked Estep 
Score: -22622638.000000 Penalty: 5982.944336
	Iteration 26Q: 3 clusters Score -2.262264e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 158653 members 
Entering Unmasked Estep 
Score: -22622802.000000 Penalty: 5982.944336
	Iteration 27Q: 3 clusters Score -2.26228e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 159421 members 
Entering Unmasked Estep 
Score: -22622868.000000 Penalty: 5982.944336
	Iteration 28Q: 3 clusters Score -2.262287e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 160183 members 
Entering Unmasked Estep 
Score: -22622940.000000 Penalty: 5982.944336
	Iteration 29Q: 3 clusters Score -2.262294e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 160868 members 
Entering Unmasked Estep 
Score: -22622994.000000 Penalty: 5982.944336
	Iteration 30Q: 3 clusters Score -2.262299e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 161467 members 
Entering Unmasked Estep 
Score: -22623088.000000 Penalty: 5982.944336
	Iteration 31Q: 3 clusters Score -2.262309e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 162030 members 
Entering Unmasked Estep 
Score: -22623106.000000 Penalty: 5982.944336
	Iteration 32Q: 3 clusters Score -2.262311e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 162538 members 
Entering Unmasked Estep 
Score: -22623142.000000 Penalty: 5982.944336
	Iteration 33Q: 3 clusters Score -2.262314e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 163016 members 
Entering Unmasked Estep 
Score: -22623118.000000 Penalty: 5982.944336
	Iteration 34Q: 3 clusters Score -2.262312e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 163455 members 
Entering Unmasked Estep 
Score: -22623102.000000 Penalty: 5982.944336
	Iteration 35Q: 3 clusters Score -2.26231e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 163864 members 
Entering Unmasked Estep 
Score: -22623222.000000 Penalty: 5982.944336
	Iteration 36Q: 3 clusters Score -2.262322e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 164250 members 
Entering Unmasked Estep 
Score: -22623220.000000 Penalty: 5982.944336
	Iteration 37Q: 3 clusters Score -2.262322e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 164609 members 
Entering Unmasked Estep 
Score: -22623294.000000 Penalty: 5982.944336
	Iteration 38Q: 3 clusters Score -2.262329e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 164955 members 
Entering Unmasked Estep 
Score: -22623322.000000 Penalty: 5982.944336
	Iteration 39Q: 3 clusters Score -2.262332e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 165307 members 
Entering Unmasked Estep 
Score: -22623328.000000 Penalty: 5982.944336
	Iteration 40F: 3 clusters Score -2.262333e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 165643 members 
Entering Unmasked Estep 
Score: -22623350.000000 Penalty: 5982.944336
	Iteration 41Q: 3 clusters Score -2.262335e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 165945 members 
Entering Unmasked Estep 
Score: -22623340.000000 Penalty: 5982.944336
	Iteration 42Q: 3 clusters Score -2.262334e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 166203 members 
Entering Unmasked Estep 
Score: -22623378.000000 Penalty: 5982.944336
	Iteration 43Q: 3 clusters Score -2.262338e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 166453 members 
Entering Unmasked Estep 
Score: -22623398.000000 Penalty: 5982.944336
	Iteration 44Q: 3 clusters Score -2.26234e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 166655 members 
Entering Unmasked Estep 
Score: -22623386.000000 Penalty: 5982.944336
	Iteration 45Q: 3 clusters Score -2.262339e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 166836 members 
Entering Unmasked Estep 
Score: -22623350.000000 Penalty: 5982.944336
	Iteration 46Q: 3 clusters Score -2.262335e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 167016 members 
Entering Unmasked Estep 
Score: -22623390.000000 Penalty: 5982.944336
	Iteration 47Q: 3 clusters Score -2.262339e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 167186 members 
Entering Unmasked Estep 
Score: -22623362.000000 Penalty: 5982.944336
	Iteration 48Q: 3 clusters Score -2.262336e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 167368 members 
Entering Unmasked Estep 
Score: -22623402.000000 Penalty: 5982.944336
	Iteration 49Q: 3 clusters Score -2.26234e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 167529 members 
Entering Unmasked Estep 
Score: -22623450.000000 Penalty: 5982.944336
	Iteration 50Q: 3 clusters Score -2.262345e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 167656 members 
Entering Unmasked Estep 
Score: -22623426.000000 Penalty: 5982.944336
	Iteration 51Q: 3 clusters Score -2.262343e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 167766 members 
Entering Unmasked Estep 
Score: -22623412.000000 Penalty: 5982.944336
	Iteration 52Q: 3 clusters Score -2.262341e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 167887 members 
Entering Unmasked Estep 
Score: -22623422.000000 Penalty: 5982.944336
	Iteration 53Q: 3 clusters Score -2.262342e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 168011 members 
Entering Unmasked Estep 
Score: -22623402.000000 Penalty: 5982.944336
	Iteration 54Q: 3 clusters Score -2.26234e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 168118 members 
Entering Unmasked Estep 
Score: -22623396.000000 Penalty: 5982.944336
	Iteration 55Q: 3 clusters Score -2.26234e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 168230 members 
Entering Unmasked Estep 
Score: -22623386.000000 Penalty: 5982.944336
	Iteration 56Q: 3 clusters Score -2.262339e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 168316 members 
Entering Unmasked Estep 
Score: -22623394.000000 Penalty: 5982.944336
	Iteration 57Q: 3 clusters Score -2.262339e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 168392 members 
Entering Unmasked Estep 
Score: -22623376.000000 Penalty: 5982.944336
	Iteration 58Q: 3 clusters Score -2.262338e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 168467 members 
Entering Unmasked Estep 
Score: -22623396.000000 Penalty: 5982.944336
	Iteration 59Q: 3 clusters Score -2.26234e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 168542 members 
Entering Unmasked Estep 
Score: -22623400.000000 Penalty: 5982.944336
	Iteration 60F: 3 clusters Score -2.26234e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 168623 members 
Entering Unmasked Estep 
Score: -22623358.000000 Penalty: 5982.944336
	Iteration 61Q: 3 clusters Score -2.262336e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 168691 members 
Entering Unmasked Estep 
Score: -22623334.000000 Penalty: 5982.944336
	Iteration 62Q: 3 clusters Score -2.262333e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 168759 members 
Entering Unmasked Estep 
Score: -22623324.000000 Penalty: 5982.944336
	Iteration 63Q: 3 clusters Score -2.262332e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 168808 members 
Entering Unmasked Estep 
Score: -22623336.000000 Penalty: 5982.944336
	Iteration 64Q: 3 clusters Score -2.262334e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 168864 members 
Entering Unmasked Estep 
Score: -22623396.000000 Penalty: 5982.944336
	Iteration 65Q: 3 clusters Score -2.26234e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 168927 members 
Entering Unmasked Estep 
Score: -22623382.000000 Penalty: 5982.944336
	Iteration 66Q: 3 clusters Score -2.262338e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 168991 members 
Entering Unmasked Estep 
Score: -22623396.000000 Penalty: 5982.944336
	Iteration 67Q: 3 clusters Score -2.26234e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 169039 members 
Entering Unmasked Estep 
Score: -22623400.000000 Penalty: 5982.944336
	Iteration 68Q: 3 clusters Score -2.26234e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 169088 members 
Entering Unmasked Estep 
Score: -22623436.000000 Penalty: 5982.944336
	Iteration 69Q: 3 clusters Score -2.262344e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 169132 members 
Entering Unmasked Estep 
Score: -22623428.000000 Penalty: 5982.944336
	Iteration 70Q: 3 clusters Score -2.262343e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 169185 members 
Entering Unmasked Estep 
Score: -22623422.000000 Penalty: 5982.944336
	Iteration 71Q: 3 clusters Score -2.262342e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 169243 members 
Entering Unmasked Estep 
Score: -22623404.000000 Penalty: 5982.944336
	Iteration 72Q: 3 clusters Score -2.26234e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 169291 members 
Entering Unmasked Estep 
Score: -22623388.000000 Penalty: 5982.944336
	Iteration 73Q: 3 clusters Score -2.262339e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 169336 members 
Entering Unmasked Estep 
Score: -22623394.000000 Penalty: 5982.944336
	Iteration 74Q: 3 clusters Score -2.262339e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 169360 members 
Entering Unmasked Estep 
Score: -22623394.000000 Penalty: 5982.944336
	Iteration 75Q: 3 clusters Score -2.262339e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 169391 members 
Entering Unmasked Estep 
Score: -22623408.000000 Penalty: 5982.944336
	Iteration 76Q: 3 clusters Score -2.262341e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 169425 members 
Entering Unmasked Estep 
Score: -22623398.000000 Penalty: 5982.944336
	Iteration 77Q: 3 clusters Score -2.26234e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 169459 members 
Entering Unmasked Estep 
Score: -22623378.000000 Penalty: 5982.944336
	Iteration 78Q: 3 clusters Score -2.262338e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 169488 members 
Entering Unmasked Estep 
Score: -22623380.000000 Penalty: 5982.944336
	Iteration 79Q: 3 clusters Score -2.262338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 169504 members 
Entering Unmasked Estep 
Score: -22623386.000000 Penalty: 5982.944336
	Iteration 80F: 3 clusters Score -2.262339e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 169527 members 
Entering Unmasked Estep 
Score: -22623380.000000 Penalty: 5982.944336
	Iteration 81Q: 3 clusters Score -2.262338e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 169544 members 
Entering Unmasked Estep 
Score: -22623392.000000 Penalty: 5982.944336
	Iteration 82Q: 3 clusters Score -2.262339e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 169558 members 
Entering Unmasked Estep 
Score: -22623382.000000 Penalty: 5982.944336
	Iteration 83Q: 3 clusters Score -2.262338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 169571 members 
Entering Unmasked Estep 
Score: -22623404.000000 Penalty: 5982.944336
	Iteration 84Q: 3 clusters Score -2.26234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 169581 members 
Entering Unmasked Estep 
Score: -22623424.000000 Penalty: 5982.944336
	Iteration 85Q: 3 clusters Score -2.262342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 169591 members 
Entering Unmasked Estep 
Score: -22623418.000000 Penalty: 5982.944336
	Iteration 86Q: 3 clusters Score -2.262342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 169600 members 
Entering Unmasked Estep 
Score: -22623418.000000 Penalty: 5982.944336
	Iteration 87Q: 3 clusters Score -2.262342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 169604 members 
Entering Unmasked Estep 
Score: -22623418.000000 Penalty: 5982.944336
	Iteration 88Q: 3 clusters Score -2.262342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 169610 members 
Entering Unmasked Estep 
Score: -22623404.000000 Penalty: 5982.944336
	Iteration 89Q: 3 clusters Score -2.26234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 169615 members 
Entering Unmasked Estep 
Score: -22623406.000000 Penalty: 5982.944336
	Iteration 90Q: 3 clusters Score -2.262341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 169620 members 
Entering Unmasked Estep 
Score: -22623412.000000 Penalty: 5982.944336
	Iteration 91Q: 3 clusters Score -2.262341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 169629 members 
Entering Unmasked Estep 
Score: -22623408.000000 Penalty: 5982.944336
	Iteration 92Q: 3 clusters Score -2.262341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 169638 members 
Entering Unmasked Estep 
Score: -22623408.000000 Penalty: 5982.944336
	Iteration 93Q: 3 clusters Score -2.262341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 169644 members 
Entering Unmasked Estep 
Score: -22623400.000000 Penalty: 5982.944336
	Iteration 94Q: 3 clusters Score -2.26234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 169649 members 
Entering Unmasked Estep 
Score: -22623400.000000 Penalty: 5982.944336
	Iteration 95Q: 3 clusters Score -2.26234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 169653 members 
Entering Unmasked Estep 
Score: -22623410.000000 Penalty: 5982.944336
	Iteration 96Q: 3 clusters Score -2.262341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 169656 members 
Entering Unmasked Estep 
Score: -22623406.000000 Penalty: 5982.944336
	Iteration 97Q: 3 clusters Score -2.262341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 169658 members 
Entering Unmasked Estep 
Score: -22623410.000000 Penalty: 5982.944336
	Iteration 98Q: 3 clusters Score -2.262341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 169659 members 
Entering Unmasked Estep 
Score: -22623396.000000 Penalty: 5982.944336
	Iteration 99Q: 3 clusters Score -2.26234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 169662 members 
Entering Unmasked Estep 
Score: -22623394.000000 Penalty: 5982.944336
	Iteration 100F: 3 clusters Score -2.262339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 169666 members 
Entering Unmasked Estep 
Score: -22623400.000000 Penalty: 5982.944336
	Iteration 101Q: 3 clusters Score -2.26234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 169671 members 
Entering Unmasked Estep 
Score: -22623380.000000 Penalty: 5982.944336
	Iteration 102Q: 3 clusters Score -2.262338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 169675 members 
Entering Unmasked Estep 
Score: -22623386.000000 Penalty: 5982.944336
	Iteration 103Q: 3 clusters Score -2.262339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 169678 members 
Entering Unmasked Estep 
Score: -22623386.000000 Penalty: 5982.944336
	Iteration 104Q: 3 clusters Score -2.262339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 169685 members 
Entering Unmasked Estep 
Score: -22623390.000000 Penalty: 5982.944336
	Iteration 105Q: 3 clusters Score -2.262339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 169688 members 
Entering Unmasked Estep 
Score: -22623402.000000 Penalty: 5982.944336
	Iteration 106Q: 3 clusters Score -2.26234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 169692 members 
Entering Unmasked Estep 
Score: -22623412.000000 Penalty: 5982.944336
	Iteration 107Q: 3 clusters Score -2.262341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 169694 members 
Entering Unmasked Estep 
Score: -22623408.000000 Penalty: 5982.944336
	Iteration 108Q: 3 clusters Score -2.262341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 169697 members 
Entering Unmasked Estep 
Score: -22623400.000000 Penalty: 5982.944336
	Iteration 109Q: 3 clusters Score -2.26234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 169701 members 
Entering Unmasked Estep 
Score: -22623392.000000 Penalty: 5982.944336
	Iteration 110Q: 3 clusters Score -2.262339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 169706 members 
Entering Unmasked Estep 
Score: -22623358.000000 Penalty: 5982.944336
	Iteration 111Q: 3 clusters Score -2.262336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 169713 members 
Entering Unmasked Estep 
Score: -22623370.000000 Penalty: 5982.944336
	Iteration 112Q: 3 clusters Score -2.262337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 169722 members 
Entering Unmasked Estep 
Score: -22623372.000000 Penalty: 5982.944336
	Iteration 113Q: 3 clusters Score -2.262337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 169731 members 
Entering Unmasked Estep 
Score: -22623378.000000 Penalty: 5982.944336
	Iteration 114Q: 3 clusters Score -2.262338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 169734 members 
Entering Unmasked Estep 
Score: -22623372.000000 Penalty: 5982.944336
	Iteration 115Q: 3 clusters Score -2.262337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 169734 members 
Entering Unmasked Estep 
Score: -22623372.000000 Penalty: 5982.944336
	Iteration 116F: 3 clusters Score -2.262337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -58553.039062 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -58553.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57065.003906 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -57065 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57197.773438 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -57197.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57230.464844 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -57230.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57233.648438 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -57233.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57237.746094 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -57237.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57240.480469 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -57240.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57240.480469 Penalty: 3064.260254
	Iteration 6F: 3 clusters Score -57240.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (238848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238848 members 
Entering Unmasked Estep 
Score: -31023170.000000 Penalty: 3071.128662
	Iteration 0F: 2 clusters Score -3.102317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119297 members 
Mstep: Class 2 contains 119551 members 
Entering Unmasked Estep 
Score: -30879116.000000 Penalty: 6142.257324
	Iteration 0F: 3 clusters Score -3.087912e+07 nChanged 115166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115751 members 
Mstep: Class 2 contains 123097 members 
Entering Unmasked Estep 
Score: -30947120.000000 Penalty: 6142.257324
	Iteration 1F: 3 clusters Score -3.094712e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113613 members 
Mstep: Class 2 contains 125235 members 
Entering Unmasked Estep 
Score: -30948628.000000 Penalty: 6142.257324
	Iteration 2Q: 3 clusters Score -3.094863e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110317 members 
Mstep: Class 2 contains 128531 members 
Entering Unmasked Estep 
Score: -30951236.000000 Penalty: 6142.257324
	Iteration 3Q: 3 clusters Score -3.095124e+07 nChanged 10043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105208 members 
Mstep: Class 2 contains 133640 members 
Entering Unmasked Estep 
Score: -30955068.000000 Penalty: 6142.257324
	Iteration 4Q: 3 clusters Score -3.095507e+07 nChanged 12419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97513 members 
Mstep: Class 2 contains 141335 members 
Entering Unmasked Estep 
Score: -30961580.000000 Penalty: 6142.257324
	Iteration 5F: 3 clusters Score -3.096158e+07 nChanged 15437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86576 members 
Mstep: Class 2 contains 152272 members 
Entering Unmasked Estep 
Score: -30971910.000000 Penalty: 6142.257324
	Iteration 6F: 3 clusters Score -3.097191e+07 nChanged 17877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 166067 members 
Entering Unmasked Estep 
Score: -30986836.000000 Penalty: 6142.257324
	Iteration 7F: 3 clusters Score -3.098684e+07 nChanged 17375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 179770 members 
Entering Unmasked Estep 
Score: -31001924.000000 Penalty: 6142.257324
	Iteration 8F: 3 clusters Score -3.100192e+07 nChanged 13692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 189862 members 
Entering Unmasked Estep 
Score: -31012144.000000 Penalty: 6142.257324
	Iteration 9F: 3 clusters Score -3.101214e+07 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 196630 members 
Entering Unmasked Estep 
Score: -31016986.000000 Penalty: 6142.257324
	Iteration 10Q: 3 clusters Score -3.101699e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 201522 members 
Entering Unmasked Estep 
Score: -31019224.000000 Penalty: 6142.257324
	Iteration 11Q: 3 clusters Score -3.101922e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 205423 members 
Entering Unmasked Estep 
Score: -31020352.000000 Penalty: 6142.257324
	Iteration 12Q: 3 clusters Score -3.102035e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 208796 members 
Entering Unmasked Estep 
Score: -31021010.000000 Penalty: 6142.257324
	Iteration 13Q: 3 clusters Score -3.102101e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 211690 members 
Entering Unmasked Estep 
Score: -31021382.000000 Penalty: 6142.257324
	Iteration 14Q: 3 clusters Score -3.102138e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 214254 members 
Entering Unmasked Estep 
Score: -31021872.000000 Penalty: 6142.257324
	Iteration 15Q: 3 clusters Score -3.102187e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 216544 members 
Entering Unmasked Estep 
Score: -31022364.000000 Penalty: 6142.257324
	Iteration 16Q: 3 clusters Score -3.102236e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 218532 members 
Entering Unmasked Estep 
Score: -31022542.000000 Penalty: 6142.257324
	Iteration 17Q: 3 clusters Score -3.102254e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 220389 members 
Entering Unmasked Estep 
Score: -31022916.000000 Penalty: 6142.257324
	Iteration 18Q: 3 clusters Score -3.102292e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 222029 members 
Entering Unmasked Estep 
Score: -31023354.000000 Penalty: 6142.257324
	Iteration 19Q: 3 clusters Score -3.102335e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 223498 members 
Entering Unmasked Estep 
Score: -31023624.000000 Penalty: 6142.257324
	Iteration 20F: 3 clusters Score -3.102362e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 224823 members 
Entering Unmasked Estep 
Score: -31023724.000000 Penalty: 6142.257324
	Iteration 21Q: 3 clusters Score -3.102372e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 226002 members 
Entering Unmasked Estep 
Score: -31023682.000000 Penalty: 6142.257324
	Iteration 22Q: 3 clusters Score -3.102368e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 227124 members 
Entering Unmasked Estep 
Score: -31023742.000000 Penalty: 6142.257324
	Iteration 23Q: 3 clusters Score -3.102374e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 228078 members 
Entering Unmasked Estep 
Score: -31023908.000000 Penalty: 6142.257324
	Iteration 24Q: 3 clusters Score -3.102391e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 228921 members 
Entering Unmasked Estep 
Score: -31023972.000000 Penalty: 6142.257324
	Iteration 25Q: 3 clusters Score -3.102397e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 229616 members 
Entering Unmasked Estep 
Score: -31023920.000000 Penalty: 6142.257324
	Iteration 26Q: 3 clusters Score -3.102392e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 230225 members 
Entering Unmasked Estep 
Score: -31023924.000000 Penalty: 6142.257324
	Iteration 27Q: 3 clusters Score -3.102392e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 230716 members 
Entering Unmasked Estep 
Score: -31023858.000000 Penalty: 6142.257324
	Iteration 28Q: 3 clusters Score -3.102386e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 231137 members 
Entering Unmasked Estep 
Score: -31023882.000000 Penalty: 6142.257324
	Iteration 29Q: 3 clusters Score -3.102388e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 231481 members 
Entering Unmasked Estep 
Score: -31023862.000000 Penalty: 6142.257324
	Iteration 30Q: 3 clusters Score -3.102386e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 231776 members 
Entering Unmasked Estep 
Score: -31023822.000000 Penalty: 6142.257324
	Iteration 31Q: 3 clusters Score -3.102382e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 232028 members 
Entering Unmasked Estep 
Score: -31023752.000000 Penalty: 6142.257324
	Iteration 32Q: 3 clusters Score -3.102375e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 232247 members 
Entering Unmasked Estep 
Score: -31023744.000000 Penalty: 6142.257324
	Iteration 33Q: 3 clusters Score -3.102374e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 232430 members 
Entering Unmasked Estep 
Score: -31023756.000000 Penalty: 6142.257324
	Iteration 34Q: 3 clusters Score -3.102376e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 232565 members 
Entering Unmasked Estep 
Score: -31023752.000000 Penalty: 6142.257324
	Iteration 35Q: 3 clusters Score -3.102375e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 232707 members 
Entering Unmasked Estep 
Score: -31023710.000000 Penalty: 6142.257324
	Iteration 36Q: 3 clusters Score -3.102371e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 232825 members 
Entering Unmasked Estep 
Score: -31023666.000000 Penalty: 6142.257324
	Iteration 37Q: 3 clusters Score -3.102367e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 232921 members 
Entering Unmasked Estep 
Score: -31023692.000000 Penalty: 6142.257324
	Iteration 38Q: 3 clusters Score -3.102369e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 233021 members 
Entering Unmasked Estep 
Score: -31023694.000000 Penalty: 6142.257324
	Iteration 39Q: 3 clusters Score -3.102369e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 233111 members 
Entering Unmasked Estep 
Score: -31023734.000000 Penalty: 6142.257324
	Iteration 40F: 3 clusters Score -3.102373e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 233186 members 
Entering Unmasked Estep 
Score: -31023768.000000 Penalty: 6142.257324
	Iteration 41Q: 3 clusters Score -3.102377e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 233265 members 
Entering Unmasked Estep 
Score: -31023758.000000 Penalty: 6142.257324
	Iteration 42Q: 3 clusters Score -3.102376e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 233327 members 
Entering Unmasked Estep 
Score: -31023764.000000 Penalty: 6142.257324
	Iteration 43Q: 3 clusters Score -3.102376e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 233369 members 
Entering Unmasked Estep 
Score: -31023714.000000 Penalty: 6142.257324
	Iteration 44Q: 3 clusters Score -3.102371e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 233418 members 
Entering Unmasked Estep 
Score: -31023690.000000 Penalty: 6142.257324
	Iteration 45Q: 3 clusters Score -3.102369e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 233478 members 
Entering Unmasked Estep 
Score: -31023698.000000 Penalty: 6142.257324
	Iteration 46Q: 3 clusters Score -3.10237e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 233546 members 
Entering Unmasked Estep 
Score: -31023684.000000 Penalty: 6142.257324
	Iteration 47Q: 3 clusters Score -3.102368e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 233605 members 
Entering Unmasked Estep 
Score: -31023696.000000 Penalty: 6142.257324
	Iteration 48Q: 3 clusters Score -3.10237e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 233657 members 
Entering Unmasked Estep 
Score: -31023716.000000 Penalty: 6142.257324
	Iteration 49Q: 3 clusters Score -3.102372e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 233708 members 
Entering Unmasked Estep 
Score: -31023718.000000 Penalty: 6142.257324
	Iteration 50Q: 3 clusters Score -3.102372e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 233754 members 
Entering Unmasked Estep 
Score: -31023686.000000 Penalty: 6142.257324
	Iteration 51Q: 3 clusters Score -3.102369e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 233793 members 
Entering Unmasked Estep 
Score: -31023676.000000 Penalty: 6142.257324
	Iteration 52Q: 3 clusters Score -3.102368e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 233821 members 
Entering Unmasked Estep 
Score: -31023688.000000 Penalty: 6142.257324
	Iteration 53Q: 3 clusters Score -3.102369e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 233866 members 
Entering Unmasked Estep 
Score: -31023680.000000 Penalty: 6142.257324
	Iteration 54Q: 3 clusters Score -3.102368e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 233903 members 
Entering Unmasked Estep 
Score: -31023670.000000 Penalty: 6142.257324
	Iteration 55Q: 3 clusters Score -3.102367e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 233936 members 
Entering Unmasked Estep 
Score: -31023714.000000 Penalty: 6142.257324
	Iteration 56Q: 3 clusters Score -3.102371e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 233958 members 
Entering Unmasked Estep 
Score: -31023716.000000 Penalty: 6142.257324
	Iteration 57Q: 3 clusters Score -3.102372e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 233977 members 
Entering Unmasked Estep 
Score: -31023742.000000 Penalty: 6142.257324
	Iteration 58Q: 3 clusters Score -3.102374e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 233996 members 
Entering Unmasked Estep 
Score: -31023742.000000 Penalty: 6142.257324
	Iteration 59Q: 3 clusters Score -3.102374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 234008 members 
Entering Unmasked Estep 
Score: -31023752.000000 Penalty: 6142.257324
	Iteration 60F: 3 clusters Score -3.102375e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 234018 members 
Entering Unmasked Estep 
Score: -31023752.000000 Penalty: 6142.257324
	Iteration 61Q: 3 clusters Score -3.102375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 234030 members 
Entering Unmasked Estep 
Score: -31023732.000000 Penalty: 6142.257324
	Iteration 62Q: 3 clusters Score -3.102373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 234043 members 
Entering Unmasked Estep 
Score: -31023726.000000 Penalty: 6142.257324
	Iteration 63Q: 3 clusters Score -3.102373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 234050 members 
Entering Unmasked Estep 
Score: -31023716.000000 Penalty: 6142.257324
	Iteration 64Q: 3 clusters Score -3.102372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 234062 members 
Entering Unmasked Estep 
Score: -31023716.000000 Penalty: 6142.257324
	Iteration 65Q: 3 clusters Score -3.102372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 234070 members 
Entering Unmasked Estep 
Score: -31023730.000000 Penalty: 6142.257324
	Iteration 66Q: 3 clusters Score -3.102373e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 234081 members 
Entering Unmasked Estep 
Score: -31023702.000000 Penalty: 6142.257324
	Iteration 67Q: 3 clusters Score -3.10237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 234087 members 
Entering Unmasked Estep 
Score: -31023694.000000 Penalty: 6142.257324
	Iteration 68Q: 3 clusters Score -3.102369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 234096 members 
Entering Unmasked Estep 
Score: -31023692.000000 Penalty: 6142.257324
	Iteration 69Q: 3 clusters Score -3.102369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 234103 members 
Entering Unmasked Estep 
Score: -31023682.000000 Penalty: 6142.257324
	Iteration 70Q: 3 clusters Score -3.102368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 234105 members 
Entering Unmasked Estep 
Score: -31023688.000000 Penalty: 6142.257324
	Iteration 71Q: 3 clusters Score -3.102369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 234108 members 
Entering Unmasked Estep 
Score: -31023686.000000 Penalty: 6142.257324
	Iteration 72Q: 3 clusters Score -3.102369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 234112 members 
Entering Unmasked Estep 
Score: -31023700.000000 Penalty: 6142.257324
	Iteration 73Q: 3 clusters Score -3.10237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 234118 members 
Entering Unmasked Estep 
Score: -31023670.000000 Penalty: 6142.257324
	Iteration 74Q: 3 clusters Score -3.102367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 234122 members 
Entering Unmasked Estep 
Score: -31023672.000000 Penalty: 6142.257324
	Iteration 75Q: 3 clusters Score -3.102367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 234127 members 
Entering Unmasked Estep 
Score: -31023656.000000 Penalty: 6142.257324
	Iteration 76Q: 3 clusters Score -3.102366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 234133 members 
Entering Unmasked Estep 
Score: -31023674.000000 Penalty: 6142.257324
	Iteration 77Q: 3 clusters Score -3.102367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 234137 members 
Entering Unmasked Estep 
Score: -31023680.000000 Penalty: 6142.257324
	Iteration 78Q: 3 clusters Score -3.102368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 234135 members 
Entering Unmasked Estep 
Score: -31023678.000000 Penalty: 6142.257324
	Iteration 79Q: 3 clusters Score -3.102368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 234134 members 
Entering Unmasked Estep 
Score: -31023680.000000 Penalty: 6142.257324
	Iteration 80F: 3 clusters Score -3.102368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 234135 members 
Entering Unmasked Estep 
Score: -31023676.000000 Penalty: 6142.257324
	Iteration 81Q: 3 clusters Score -3.102368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 234138 members 
Entering Unmasked Estep 
Score: -31023680.000000 Penalty: 6142.257324
	Iteration 82Q: 3 clusters Score -3.102368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 234142 members 
Entering Unmasked Estep 
Score: -31023672.000000 Penalty: 6142.257324
	Iteration 83Q: 3 clusters Score -3.102367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 234150 members 
Entering Unmasked Estep 
Score: -31023660.000000 Penalty: 6142.257324
	Iteration 84Q: 3 clusters Score -3.102366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 234159 members 
Entering Unmasked Estep 
Score: -31023640.000000 Penalty: 6142.257324
	Iteration 85Q: 3 clusters Score -3.102364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 234169 members 
Entering Unmasked Estep 
Score: -31023648.000000 Penalty: 6142.257324
	Iteration 86Q: 3 clusters Score -3.102365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 234171 members 
Entering Unmasked Estep 
Score: -31023640.000000 Penalty: 6142.257324
	Iteration 87Q: 3 clusters Score -3.102364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 234175 members 
Entering Unmasked Estep 
Score: -31023640.000000 Penalty: 6142.257324
	Iteration 88Q: 3 clusters Score -3.102364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 234179 members 
Entering Unmasked Estep 
Score: -31023650.000000 Penalty: 6142.257324
	Iteration 89Q: 3 clusters Score -3.102365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 234186 members 
Entering Unmasked Estep 
Score: -31023632.000000 Penalty: 6142.257324
	Iteration 90Q: 3 clusters Score -3.102363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 234194 members 
Entering Unmasked Estep 
Score: -31023650.000000 Penalty: 6142.257324
	Iteration 91Q: 3 clusters Score -3.102365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 234201 members 
Entering Unmasked Estep 
Score: -31023638.000000 Penalty: 6142.257324
	Iteration 92Q: 3 clusters Score -3.102364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 234208 members 
Entering Unmasked Estep 
Score: -31023650.000000 Penalty: 6142.257324
	Iteration 93Q: 3 clusters Score -3.102365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 234212 members 
Entering Unmasked Estep 
Score: -31023644.000000 Penalty: 6142.257324
	Iteration 94Q: 3 clusters Score -3.102364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 234219 members 
Entering Unmasked Estep 
Score: -31023658.000000 Penalty: 6142.257324
	Iteration 95Q: 3 clusters Score -3.102366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 234223 members 
Entering Unmasked Estep 
Score: -31023656.000000 Penalty: 6142.257324
	Iteration 96Q: 3 clusters Score -3.102366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 234227 members 
Entering Unmasked Estep 
Score: -31023654.000000 Penalty: 6142.257324
	Iteration 97Q: 3 clusters Score -3.102365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 234232 members 
Entering Unmasked Estep 
Score: -31023636.000000 Penalty: 6142.257324
	Iteration 98Q: 3 clusters Score -3.102364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 234239 members 
Entering Unmasked Estep 
Score: -31023634.000000 Penalty: 6142.257324
	Iteration 99Q: 3 clusters Score -3.102363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 234239 members 
Entering Unmasked Estep 
Score: -31023632.000000 Penalty: 6142.257324
	Iteration 100F: 3 clusters Score -3.102363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 234242 members 
Entering Unmasked Estep 
Score: -31023616.000000 Penalty: 6142.257324
	Iteration 101Q: 3 clusters Score -3.102362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 234244 members 
Entering Unmasked Estep 
Score: -31023636.000000 Penalty: 6142.257324
	Iteration 102Q: 3 clusters Score -3.102364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 234246 members 
Entering Unmasked Estep 
Score: -31023616.000000 Penalty: 6142.257324
	Iteration 103Q: 3 clusters Score -3.102362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 234248 members 
Entering Unmasked Estep 
Score: -31023626.000000 Penalty: 6142.257324
	Iteration 104Q: 3 clusters Score -3.102363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 234251 members 
Entering Unmasked Estep 
Score: -31023626.000000 Penalty: 6142.257324
	Iteration 105Q: 3 clusters Score -3.102363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 234254 members 
Entering Unmasked Estep 
Score: -31023638.000000 Penalty: 6142.257324
	Iteration 106Q: 3 clusters Score -3.102364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 234256 members 
Entering Unmasked Estep 
Score: -31023636.000000 Penalty: 6142.257324
	Iteration 107Q: 3 clusters Score -3.102364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 234258 members 
Entering Unmasked Estep 
Score: -31023642.000000 Penalty: 6142.257324
	Iteration 108Q: 3 clusters Score -3.102364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 234259 members 
Entering Unmasked Estep 
Score: -31023638.000000 Penalty: 6142.257324
	Iteration 109Q: 3 clusters Score -3.102364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 234264 members 
Entering Unmasked Estep 
Score: -31023652.000000 Penalty: 6142.257324
	Iteration 110Q: 3 clusters Score -3.102365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 234266 members 
Entering Unmasked Estep 
Score: -31023664.000000 Penalty: 6142.257324
	Iteration 111Q: 3 clusters Score -3.102366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 234268 members 
Entering Unmasked Estep 
Score: -31023662.000000 Penalty: 6142.257324
	Iteration 112Q: 3 clusters Score -3.102366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 234271 members 
Entering Unmasked Estep 
Score: -31023668.000000 Penalty: 6142.257324
	Iteration 113Q: 3 clusters Score -3.102367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 234273 members 
Entering Unmasked Estep 
Score: -31023646.000000 Penalty: 6142.257324
	Iteration 114Q: 3 clusters Score -3.102365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 234276 members 
Entering Unmasked Estep 
Score: -31023634.000000 Penalty: 6142.257324
	Iteration 115Q: 3 clusters Score -3.102363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 234276 members 
Entering Unmasked Estep 
Score: -31023634.000000 Penalty: 6142.257324
	Iteration 116F: 3 clusters Score -3.102363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 16944 members 
Mstep: Class 4 contains 30439 members 
Mstep: Class 5 contains 1043 members 
Mstep: Class 6 contains 173232 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 4572 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 11 contains 14839 members 
Mstep: Class 12 contains 15316 members 
Mstep: Class 13 contains 9772 members 
Mstep: Class 14 contains 32659 members 
Mstep: Class 15 contains 32463 members 
Mstep: Class 16 contains 234276 members 
Mstep: Class 17 contains 78389 members 
Mstep: Class 19 contains 15989 members 
Mstep: Class 20 contains 40056 members 
Mstep: Class 22 contains 4581 members 
Entering Unmasked Estep 
Score: -90799936.000000 Penalty: 66872.625000
Splitting cluster 9 changes total score from -90799512.000000 to -90799936.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 10 (1331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Entering Unmasked Estep 
Score: -154364.609375 Penalty: 1784.034180
	Iteration 0F: 2 clusters Score -154364.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -152208.015625 Penalty: 3568.068359
	Iteration 0F: 3 clusters Score -152208 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -152630.250000 Penalty: 3568.068359
	Iteration 1F: 3 clusters Score -152630.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -152773.171875 Penalty: 3568.068359
	Iteration 2F: 3 clusters Score -152773.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -152836.953125 Penalty: 3568.068359
	Iteration 3Q: 3 clusters Score -152837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -152872.000000 Penalty: 3568.068359
	Iteration 4Q: 3 clusters Score -152872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -152908.937500 Penalty: 3568.068359
	Iteration 5Q: 3 clusters Score -152908.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -152926.343750 Penalty: 3568.068359
	Iteration 6Q: 3 clusters Score -152926.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -152940.890625 Penalty: 3568.068359
	Iteration 7Q: 3 clusters Score -152940.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -152946.562500 Penalty: 3568.068359
	Iteration 8Q: 3 clusters Score -152946.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -152954.765625 Penalty: 3568.068359
	Iteration 9Q: 3 clusters Score -152954.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -152961.234375 Penalty: 3568.068359
	Iteration 10Q: 3 clusters Score -152961.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -152965.359375 Penalty: 3568.068359
	Iteration 11Q: 3 clusters Score -152965.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -152971.265625 Penalty: 3568.068359
	Iteration 12Q: 3 clusters Score -152971.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -152976.234375 Penalty: 3568.068359
	Iteration 13Q: 3 clusters Score -152976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -152978.046875 Penalty: 3568.068359
	Iteration 14Q: 3 clusters Score -152978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -152979.906250 Penalty: 3568.068359
	Iteration 15Q: 3 clusters Score -152979.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -152980.750000 Penalty: 3568.068359
	Iteration 16Q: 3 clusters Score -152980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -152981.671875 Penalty: 3568.068359
	Iteration 17Q: 3 clusters Score -152981.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -152983.281250 Penalty: 3568.068359
	Iteration 18Q: 3 clusters Score -152983.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -152983.281250 Penalty: 3568.068359
	Iteration 19F: 3 clusters Score -152983.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Entering Unmasked Estep 
Score: -1935233.500000 Penalty: 2382.043457
	Iteration 0F: 2 clusters Score -1935234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1924332.250000 Penalty: 4764.086914
	Iteration 0F: 3 clusters Score -1924332 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1927774.125000 Penalty: 4764.086914
	Iteration 1F: 3 clusters Score -1927774 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1928223.875000 Penalty: 4764.086914
	Iteration 2F: 3 clusters Score -1928224 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1928637.125000 Penalty: 4764.086914
	Iteration 3F: 3 clusters Score -1928637 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1929018.375000 Penalty: 4764.086914
	Iteration 4F: 3 clusters Score -1929018 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1929470.375000 Penalty: 4764.086914
	Iteration 5Q: 3 clusters Score -1929470 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1929939.750000 Penalty: 4764.086914
	Iteration 6Q: 3 clusters Score -1929940 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1930342.625000 Penalty: 4764.086914
	Iteration 7Q: 3 clusters Score -1930343 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1930661.500000 Penalty: 4764.086914
	Iteration 8Q: 3 clusters Score -1930662 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1930932.250000 Penalty: 4764.086914
	Iteration 9Q: 3 clusters Score -1930932 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1931185.375000 Penalty: 4764.086914
	Iteration 10Q: 3 clusters Score -1931185 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1931405.875000 Penalty: 4764.086914
	Iteration 11Q: 3 clusters Score -1931406 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1931616.000000 Penalty: 4764.086914
	Iteration 12Q: 3 clusters Score -1931616 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1931806.750000 Penalty: 4764.086914
	Iteration 13Q: 3 clusters Score -1931807 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1932029.375000 Penalty: 4764.086914
	Iteration 14Q: 3 clusters Score -1932029 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1932270.250000 Penalty: 4764.086914
	Iteration 15Q: 3 clusters Score -1932270 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1932523.500000 Penalty: 4764.086914
	Iteration 16Q: 3 clusters Score -1932524 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1932735.000000 Penalty: 4764.086914
	Iteration 17Q: 3 clusters Score -1932735 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1932915.625000 Penalty: 4764.086914
	Iteration 18Q: 3 clusters Score -1932916 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1933118.250000 Penalty: 4764.086914
	Iteration 19Q: 3 clusters Score -1933118 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1933305.750000 Penalty: 4764.086914
	Iteration 20F: 3 clusters Score -1933306 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1933496.000000 Penalty: 4764.086914
	Iteration 21Q: 3 clusters Score -1933496 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1933708.375000 Penalty: 4764.086914
	Iteration 22Q: 3 clusters Score -1933708 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1933987.375000 Penalty: 4764.086914
	Iteration 23Q: 3 clusters Score -1933987 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1934275.375000 Penalty: 4764.086914
	Iteration 24Q: 3 clusters Score -1934275 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1934518.000000 Penalty: 4764.086914
	Iteration 25Q: 3 clusters Score -1934518 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1934604.875000 Penalty: 4764.086914
	Iteration 26Q: 3 clusters Score -1934605 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1934648.250000 Penalty: 4764.086914
	Iteration 27Q: 3 clusters Score -1934648 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1934676.125000 Penalty: 4764.086914
	Iteration 28Q: 3 clusters Score -1934676 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1934688.375000 Penalty: 4764.086914
	Iteration 29Q: 3 clusters Score -1934688 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1934710.375000 Penalty: 4764.086914
	Iteration 30Q: 3 clusters Score -1934710 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1934725.125000 Penalty: 4764.086914
	Iteration 31Q: 3 clusters Score -1934725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1934727.375000 Penalty: 4764.086914
	Iteration 32Q: 3 clusters Score -1934727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1934735.625000 Penalty: 4764.086914
	Iteration 33Q: 3 clusters Score -1934736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1934741.625000 Penalty: 4764.086914
	Iteration 34Q: 3 clusters Score -1934742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1934746.125000 Penalty: 4764.086914
	Iteration 35Q: 3 clusters Score -1934746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1934747.375000 Penalty: 4764.086914
	Iteration 36Q: 3 clusters Score -1934747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1934751.000000 Penalty: 4764.086914
	Iteration 37Q: 3 clusters Score -1934751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1934752.375000 Penalty: 4764.086914
	Iteration 38Q: 3 clusters Score -1934752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1934749.625000 Penalty: 4764.086914
	Iteration 39Q: 3 clusters Score -1934750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1934750.875000 Penalty: 4764.086914
	Iteration 40F: 3 clusters Score -1934751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1934751.000000 Penalty: 4764.086914
	Iteration 41Q: 3 clusters Score -1934751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1934750.250000 Penalty: 4764.086914
	Iteration 42Q: 3 clusters Score -1934750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1934751.625000 Penalty: 4764.086914
	Iteration 43Q: 3 clusters Score -1934752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1934748.625000 Penalty: 4764.086914
	Iteration 44Q: 3 clusters Score -1934749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1934748.625000 Penalty: 4764.086914
	Iteration 45F: 3 clusters Score -1934749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Entering Unmasked Estep 
Score: -2009627.125000 Penalty: 2389.889893
	Iteration 0F: 2 clusters Score -2009627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1998483.375000 Penalty: 4779.779785
	Iteration 0F: 3 clusters Score -1998483 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2002053.250000 Penalty: 4779.779785
	Iteration 1F: 3 clusters Score -2002053 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2002397.125000 Penalty: 4779.779785
	Iteration 2F: 3 clusters Score -2002397 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2002676.750000 Penalty: 4779.779785
	Iteration 3Q: 3 clusters Score -2002677 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2002939.625000 Penalty: 4779.779785
	Iteration 4Q: 3 clusters Score -2002940 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2003221.750000 Penalty: 4779.779785
	Iteration 5Q: 3 clusters Score -2003222 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2003580.250000 Penalty: 4779.779785
	Iteration 6Q: 3 clusters Score -2003580 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2004084.750000 Penalty: 4779.779785
	Iteration 7F: 3 clusters Score -2004085 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2004724.500000 Penalty: 4779.779785
	Iteration 8F: 3 clusters Score -2004724 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2005442.625000 Penalty: 4779.779785
	Iteration 9F: 3 clusters Score -2005443 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2006162.500000 Penalty: 4779.779785
	Iteration 10F: 3 clusters Score -2006162 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2006720.375000 Penalty: 4779.779785
	Iteration 11Q: 3 clusters Score -2006720 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2007078.250000 Penalty: 4779.779785
	Iteration 12Q: 3 clusters Score -2007078 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2007274.625000 Penalty: 4779.779785
	Iteration 13Q: 3 clusters Score -2007275 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2007369.750000 Penalty: 4779.779785
	Iteration 14Q: 3 clusters Score -2007370 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2007443.125000 Penalty: 4779.779785
	Iteration 15Q: 3 clusters Score -2007443 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2007488.625000 Penalty: 4779.779785
	Iteration 16Q: 3 clusters Score -2007489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2007512.250000 Penalty: 4779.779785
	Iteration 17Q: 3 clusters Score -2007512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2007519.750000 Penalty: 4779.779785
	Iteration 18Q: 3 clusters Score -2007520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2007534.500000 Penalty: 4779.779785
	Iteration 19Q: 3 clusters Score -2007534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2007538.500000 Penalty: 4779.779785
	Iteration 20F: 3 clusters Score -2007538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2007545.000000 Penalty: 4779.779785
	Iteration 21Q: 3 clusters Score -2007545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2007552.875000 Penalty: 4779.779785
	Iteration 22Q: 3 clusters Score -2007553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2007559.875000 Penalty: 4779.779785
	Iteration 23Q: 3 clusters Score -2007560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2007563.875000 Penalty: 4779.779785
	Iteration 24Q: 3 clusters Score -2007564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2007566.625000 Penalty: 4779.779785
	Iteration 25Q: 3 clusters Score -2007567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2007566.625000 Penalty: 4779.779785
	Iteration 26F: 3 clusters Score -2007567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Entering Unmasked Estep 
Score: -1228310.875000 Penalty: 2278.444580
	Iteration 0F: 2 clusters Score -1228311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1220811.625000 Penalty: 4556.889160
	Iteration 0F: 3 clusters Score -1220812 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1223336.250000 Penalty: 4556.889160
	Iteration 1F: 3 clusters Score -1223336 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1224243.625000 Penalty: 4556.889160
	Iteration 2F: 3 clusters Score -1224244 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1224989.500000 Penalty: 4556.889160
	Iteration 3F: 3 clusters Score -1224990 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1225613.250000 Penalty: 4556.889160
	Iteration 4F: 3 clusters Score -1225613 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1226112.125000 Penalty: 4556.889160
	Iteration 5F: 3 clusters Score -1226112 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1226494.500000 Penalty: 4556.889160
	Iteration 6F: 3 clusters Score -1226494 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1226769.250000 Penalty: 4556.889160
	Iteration 7Q: 3 clusters Score -1226769 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1226965.750000 Penalty: 4556.889160
	Iteration 8Q: 3 clusters Score -1226966 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1227098.000000 Penalty: 4556.889160
	Iteration 9Q: 3 clusters Score -1227098 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1227188.375000 Penalty: 4556.889160
	Iteration 10Q: 3 clusters Score -1227188 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1227249.750000 Penalty: 4556.889160
	Iteration 11Q: 3 clusters Score -1227250 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1227293.125000 Penalty: 4556.889160
	Iteration 12Q: 3 clusters Score -1227293 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1227323.750000 Penalty: 4556.889160
	Iteration 13Q: 3 clusters Score -1227324 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1227348.000000 Penalty: 4556.889160
	Iteration 14Q: 3 clusters Score -1227348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1227361.250000 Penalty: 4556.889160
	Iteration 15Q: 3 clusters Score -1227361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1227374.250000 Penalty: 4556.889160
	Iteration 16Q: 3 clusters Score -1227374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1227382.000000 Penalty: 4556.889160
	Iteration 17Q: 3 clusters Score -1227382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1227385.125000 Penalty: 4556.889160
	Iteration 18Q: 3 clusters Score -1227385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1227387.500000 Penalty: 4556.889160
	Iteration 19Q: 3 clusters Score -1227388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1227389.500000 Penalty: 4556.889160
	Iteration 20F: 3 clusters Score -1227390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1227390.250000 Penalty: 4556.889160
	Iteration 21Q: 3 clusters Score -1227390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1227396.750000 Penalty: 4556.889160
	Iteration 22Q: 3 clusters Score -1227397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1227400.625000 Penalty: 4556.889160
	Iteration 23Q: 3 clusters Score -1227401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1227404.000000 Penalty: 4556.889160
	Iteration 24Q: 3 clusters Score -1227404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1227406.000000 Penalty: 4556.889160
	Iteration 25Q: 3 clusters Score -1227406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1227410.625000 Penalty: 4556.889160
	Iteration 26Q: 3 clusters Score -1227411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1227413.250000 Penalty: 4556.889160
	Iteration 27Q: 3 clusters Score -1227413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1227413.625000 Penalty: 4556.889160
	Iteration 28Q: 3 clusters Score -1227414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1227414.750000 Penalty: 4556.889160
	Iteration 29Q: 3 clusters Score -1227415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1227415.750000 Penalty: 4556.889160
	Iteration 30Q: 3 clusters Score -1227416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1227414.875000 Penalty: 4556.889160
	Iteration 31Q: 3 clusters Score -1227415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1227417.500000 Penalty: 4556.889160
	Iteration 32Q: 3 clusters Score -1227418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1227416.000000 Penalty: 4556.889160
	Iteration 33Q: 3 clusters Score -1227416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1227419.125000 Penalty: 4556.889160
	Iteration 34Q: 3 clusters Score -1227419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1227420.500000 Penalty: 4556.889160
	Iteration 35Q: 3 clusters Score -1227420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1227419.625000 Penalty: 4556.889160
	Iteration 36Q: 3 clusters Score -1227420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1227419.625000 Penalty: 4556.889160
	Iteration 37F: 3 clusters Score -1227420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Entering Unmasked Estep 
Score: -3948957.000000 Penalty: 2577.681152
	Iteration 0F: 2 clusters Score -3948957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -3926705.750000 Penalty: 5155.362305
	Iteration 0F: 3 clusters Score -3926706 nChanged 14807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3935005.000000 Penalty: 5155.362305
	Iteration 1F: 3 clusters Score -3935005 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3935645.000000 Penalty: 5155.362305
	Iteration 2F: 3 clusters Score -3935645 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3936254.000000 Penalty: 5155.362305
	Iteration 3Q: 3 clusters Score -3936254 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3936901.250000 Penalty: 5155.362305
	Iteration 4Q: 3 clusters Score -3936901 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -3937538.500000 Penalty: 5155.362305
	Iteration 5Q: 3 clusters Score -3937538 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3938200.500000 Penalty: 5155.362305
	Iteration 6Q: 3 clusters Score -3938200 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3938835.500000 Penalty: 5155.362305
	Iteration 7Q: 3 clusters Score -3938836 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3939373.000000 Penalty: 5155.362305
	Iteration 8Q: 3 clusters Score -3939373 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3939919.500000 Penalty: 5155.362305
	Iteration 9Q: 3 clusters Score -3939920 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -3940442.500000 Penalty: 5155.362305
	Iteration 10Q: 3 clusters Score -3940442 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3941085.500000 Penalty: 5155.362305
	Iteration 11Q: 3 clusters Score -3941086 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -3941898.750000 Penalty: 5155.362305
	Iteration 12Q: 3 clusters Score -3941899 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3942844.000000 Penalty: 5155.362305
	Iteration 13Q: 3 clusters Score -3942844 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -3943847.500000 Penalty: 5155.362305
	Iteration 14Q: 3 clusters Score -3943848 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -3944791.250000 Penalty: 5155.362305
	Iteration 15Q: 3 clusters Score -3944791 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -3945506.250000 Penalty: 5155.362305
	Iteration 16Q: 3 clusters Score -3945506 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3945999.000000 Penalty: 5155.362305
	Iteration 17Q: 3 clusters Score -3945999 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -3946304.000000 Penalty: 5155.362305
	Iteration 18Q: 3 clusters Score -3946304 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3946453.750000 Penalty: 5155.362305
	Iteration 19Q: 3 clusters Score -3946454 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -3946570.750000 Penalty: 5155.362305
	Iteration 20F: 3 clusters Score -3946571 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -3946647.750000 Penalty: 5155.362305
	Iteration 21Q: 3 clusters Score -3946648 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -3946722.000000 Penalty: 5155.362305
	Iteration 22Q: 3 clusters Score -3946722 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -3946819.500000 Penalty: 5155.362305
	Iteration 23Q: 3 clusters Score -3946820 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3946896.500000 Penalty: 5155.362305
	Iteration 24Q: 3 clusters Score -3946896 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -3946953.500000 Penalty: 5155.362305
	Iteration 25Q: 3 clusters Score -3946954 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3947041.500000 Penalty: 5155.362305
	Iteration 26Q: 3 clusters Score -3947042 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -3947083.750000 Penalty: 5155.362305
	Iteration 27Q: 3 clusters Score -3947084 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -3947133.250000 Penalty: 5155.362305
	Iteration 28Q: 3 clusters Score -3947133 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -3947163.250000 Penalty: 5155.362305
	Iteration 29Q: 3 clusters Score -3947163 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -3947218.750000 Penalty: 5155.362305
	Iteration 30Q: 3 clusters Score -3947219 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -3947235.750000 Penalty: 5155.362305
	Iteration 31Q: 3 clusters Score -3947236 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3947255.750000 Penalty: 5155.362305
	Iteration 32Q: 3 clusters Score -3947256 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3947276.250000 Penalty: 5155.362305
	Iteration 33Q: 3 clusters Score -3947276 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3947284.750000 Penalty: 5155.362305
	Iteration 34Q: 3 clusters Score -3947285 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3947305.250000 Penalty: 5155.362305
	Iteration 35Q: 3 clusters Score -3947305 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -3947318.250000 Penalty: 5155.362305
	Iteration 36Q: 3 clusters Score -3947318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -3947338.250000 Penalty: 5155.362305
	Iteration 37Q: 3 clusters Score -3947338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -3947345.500000 Penalty: 5155.362305
	Iteration 38Q: 3 clusters Score -3947346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -3947352.500000 Penalty: 5155.362305
	Iteration 39Q: 3 clusters Score -3947352 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3947361.250000 Penalty: 5155.362305
	Iteration 40F: 3 clusters Score -3947361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3947365.000000 Penalty: 5155.362305
	Iteration 41Q: 3 clusters Score -3947365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3947371.500000 Penalty: 5155.362305
	Iteration 42Q: 3 clusters Score -3947372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3947377.000000 Penalty: 5155.362305
	Iteration 43Q: 3 clusters Score -3947377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -3947378.250000 Penalty: 5155.362305
	Iteration 44Q: 3 clusters Score -3947378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3947372.250000 Penalty: 5155.362305
	Iteration 45Q: 3 clusters Score -3947372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3947378.750000 Penalty: 5155.362305
	Iteration 46Q: 3 clusters Score -3947379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -3947377.000000 Penalty: 5155.362305
	Iteration 47Q: 3 clusters Score -3947377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3947379.500000 Penalty: 5155.362305
	Iteration 48Q: 3 clusters Score -3947380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -3947377.500000 Penalty: 5155.362305
	Iteration 49Q: 3 clusters Score -3947378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3947376.500000 Penalty: 5155.362305
	Iteration 50Q: 3 clusters Score -3947376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3947376.500000 Penalty: 5155.362305
	Iteration 51Q: 3 clusters Score -3947376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -3947372.750000 Penalty: 5155.362305
	Iteration 52Q: 3 clusters Score -3947373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -3947371.250000 Penalty: 5155.362305
	Iteration 53Q: 3 clusters Score -3947371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3947367.500000 Penalty: 5155.362305
	Iteration 54Q: 3 clusters Score -3947368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3947367.500000 Penalty: 5155.362305
	Iteration 55Q: 3 clusters Score -3947368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3947366.000000 Penalty: 5155.362305
	Iteration 56Q: 3 clusters Score -3947366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3947367.750000 Penalty: 5155.362305
	Iteration 57Q: 3 clusters Score -3947368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3947365.000000 Penalty: 5155.362305
	Iteration 58Q: 3 clusters Score -3947365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -3947363.500000 Penalty: 5155.362305
	Iteration 59Q: 3 clusters Score -3947364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -3947368.250000 Penalty: 5155.362305
	Iteration 60F: 3 clusters Score -3947368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3947363.000000 Penalty: 5155.362305
	Iteration 61Q: 3 clusters Score -3947363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3947370.000000 Penalty: 5155.362305
	Iteration 62Q: 3 clusters Score -3947370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -3947370.750000 Penalty: 5155.362305
	Iteration 63Q: 3 clusters Score -3947371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3947375.500000 Penalty: 5155.362305
	Iteration 64Q: 3 clusters Score -3947376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3947376.000000 Penalty: 5155.362305
	Iteration 65Q: 3 clusters Score -3947376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3947381.000000 Penalty: 5155.362305
	Iteration 66Q: 3 clusters Score -3947381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -3947381.250000 Penalty: 5155.362305
	Iteration 67Q: 3 clusters Score -3947381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3947377.500000 Penalty: 5155.362305
	Iteration 68Q: 3 clusters Score -3947378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3947376.500000 Penalty: 5155.362305
	Iteration 69Q: 3 clusters Score -3947376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -3947374.750000 Penalty: 5155.362305
	Iteration 70Q: 3 clusters Score -3947375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3947380.750000 Penalty: 5155.362305
	Iteration 71Q: 3 clusters Score -3947381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -3947381.250000 Penalty: 5155.362305
	Iteration 72Q: 3 clusters Score -3947381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3947380.250000 Penalty: 5155.362305
	Iteration 73Q: 3 clusters Score -3947380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3947383.000000 Penalty: 5155.362305
	Iteration 74Q: 3 clusters Score -3947383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3947383.750000 Penalty: 5155.362305
	Iteration 75Q: 3 clusters Score -3947384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3947377.500000 Penalty: 5155.362305
	Iteration 76Q: 3 clusters Score -3947378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -3947379.000000 Penalty: 5155.362305
	Iteration 77Q: 3 clusters Score -3947379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3947379.750000 Penalty: 5155.362305
	Iteration 78Q: 3 clusters Score -3947380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3947383.750000 Penalty: 5155.362305
	Iteration 79Q: 3 clusters Score -3947384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -3947383.000000 Penalty: 5155.362305
	Iteration 80F: 3 clusters Score -3947383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Entering Unmasked Estep 
Score: -4055841.750000 Penalty: 2576.188477
	Iteration 0F: 2 clusters Score -4055842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -4033750.250000 Penalty: 5152.376953
	Iteration 0F: 3 clusters Score -4033750 nChanged 14774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -4042087.750000 Penalty: 5152.376953
	Iteration 1F: 3 clusters Score -4042088 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -4043183.000000 Penalty: 5152.376953
	Iteration 2F: 3 clusters Score -4043183 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -4044378.250000 Penalty: 5152.376953
	Iteration 3F: 3 clusters Score -4044378 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -4045562.250000 Penalty: 5152.376953
	Iteration 4F: 3 clusters Score -4045562 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -4046622.500000 Penalty: 5152.376953
	Iteration 5F: 3 clusters Score -4046622 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -4047625.500000 Penalty: 5152.376953
	Iteration 6F: 3 clusters Score -4047626 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -4048678.000000 Penalty: 5152.376953
	Iteration 7F: 3 clusters Score -4048678 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -4049781.250000 Penalty: 5152.376953
	Iteration 8F: 3 clusters Score -4049781 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -4051010.750000 Penalty: 5152.376953
	Iteration 9F: 3 clusters Score -4051011 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -4052303.500000 Penalty: 5152.376953
	Iteration 10Q: 3 clusters Score -4052304 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -4053476.250000 Penalty: 5152.376953
	Iteration 11Q: 3 clusters Score -4053476 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -4054347.250000 Penalty: 5152.376953
	Iteration 12Q: 3 clusters Score -4054347 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -4054927.000000 Penalty: 5152.376953
	Iteration 13Q: 3 clusters Score -4054927 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -4055260.000000 Penalty: 5152.376953
	Iteration 14Q: 3 clusters Score -4055260 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -4055434.750000 Penalty: 5152.376953
	Iteration 15Q: 3 clusters Score -4055435 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -4055539.000000 Penalty: 5152.376953
	Iteration 16Q: 3 clusters Score -4055539 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4055597.250000 Penalty: 5152.376953
	Iteration 17Q: 3 clusters Score -4055597 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -4055661.000000 Penalty: 5152.376953
	Iteration 18Q: 3 clusters Score -4055661 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -4055679.500000 Penalty: 5152.376953
	Iteration 19Q: 3 clusters Score -4055680 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -4055701.250000 Penalty: 5152.376953
	Iteration 20F: 3 clusters Score -4055701 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -4055730.000000 Penalty: 5152.376953
	Iteration 21Q: 3 clusters Score -4055730 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -4055745.250000 Penalty: 5152.376953
	Iteration 22Q: 3 clusters Score -4055745 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -4055757.500000 Penalty: 5152.376953
	Iteration 23Q: 3 clusters Score -4055758 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -4055767.750000 Penalty: 5152.376953
	Iteration 24Q: 3 clusters Score -4055768 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -4055786.750000 Penalty: 5152.376953
	Iteration 25Q: 3 clusters Score -4055787 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -4055785.750000 Penalty: 5152.376953
	Iteration 26Q: 3 clusters Score -4055786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -4055788.250000 Penalty: 5152.376953
	Iteration 27Q: 3 clusters Score -4055788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -4055795.500000 Penalty: 5152.376953
	Iteration 28Q: 3 clusters Score -4055796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -4055784.750000 Penalty: 5152.376953
	Iteration 29Q: 3 clusters Score -4055785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -4055786.250000 Penalty: 5152.376953
	Iteration 30Q: 3 clusters Score -4055786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -4055798.500000 Penalty: 5152.376953
	Iteration 31Q: 3 clusters Score -4055798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -4055786.500000 Penalty: 5152.376953
	Iteration 32Q: 3 clusters Score -4055786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -4055790.500000 Penalty: 5152.376953
	Iteration 33Q: 3 clusters Score -4055790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -4055790.000000 Penalty: 5152.376953
	Iteration 34Q: 3 clusters Score -4055790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -4055788.500000 Penalty: 5152.376953
	Iteration 35Q: 3 clusters Score -4055788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -4055790.250000 Penalty: 5152.376953
	Iteration 36Q: 3 clusters Score -4055790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -4055791.000000 Penalty: 5152.376953
	Iteration 37Q: 3 clusters Score -4055791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -4055789.000000 Penalty: 5152.376953
	Iteration 38Q: 3 clusters Score -4055789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -4055791.000000 Penalty: 5152.376953
	Iteration 39Q: 3 clusters Score -4055791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4055788.750000 Penalty: 5152.376953
	Iteration 40F: 3 clusters Score -4055789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (78389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78389 members 
Entering Unmasked Estep 
Score: -10059751.000000 Penalty: 2794.820801
	Iteration 0F: 2 clusters Score -1.005975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -10007074.000000 Penalty: 5589.641602
	Iteration 0F: 3 clusters Score -1.000707e+07 nChanged 36751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -10027806.000000 Penalty: 5589.641602
	Iteration 1F: 3 clusters Score -1.002781e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -10028318.000000 Penalty: 5589.641602
	Iteration 2Q: 3 clusters Score -1.002832e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -10028703.000000 Penalty: 5589.641602
	Iteration 3Q: 3 clusters Score -1.00287e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -10029144.000000 Penalty: 5589.641602
	Iteration 4Q: 3 clusters Score -1.002914e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -10029732.000000 Penalty: 5589.641602
	Iteration 5Q: 3 clusters Score -1.002973e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -10030601.000000 Penalty: 5589.641602
	Iteration 6Q: 3 clusters Score -1.00306e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -10032187.000000 Penalty: 5589.641602
	Iteration 7Q: 3 clusters Score -1.003219e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -10034953.000000 Penalty: 5589.641602
	Iteration 8F: 3 clusters Score -1.003495e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -10039440.000000 Penalty: 5589.641602
	Iteration 9F: 3 clusters Score -1.003944e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -10045410.000000 Penalty: 5589.641602
	Iteration 10F: 3 clusters Score -1.004541e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72353 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -10051073.000000 Penalty: 5589.641602
	Iteration 11F: 3 clusters Score -1.005107e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76019 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -10054808.000000 Penalty: 5589.641602
	Iteration 12Q: 3 clusters Score -1.005481e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10056444.000000 Penalty: 5589.641602
	Iteration 13Q: 3 clusters Score -1.005644e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78053 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10056932.000000 Penalty: 5589.641602
	Iteration 14Q: 3 clusters Score -1.005693e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78158 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -10057109.000000 Penalty: 5589.641602
	Iteration 15Q: 3 clusters Score -1.005711e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78183 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10057184.000000 Penalty: 5589.641602
	Iteration 16Q: 3 clusters Score -1.005718e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78195 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10057213.000000 Penalty: 5589.641602
	Iteration 17Q: 3 clusters Score -1.005721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10057235.000000 Penalty: 5589.641602
	Iteration 18Q: 3 clusters Score -1.005724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78209 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -10057245.000000 Penalty: 5589.641602
	Iteration 19Q: 3 clusters Score -1.005724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78212 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10057244.000000 Penalty: 5589.641602
	Iteration 20F: 3 clusters Score -1.005724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78213 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -10057248.000000 Penalty: 5589.641602
	Iteration 21Q: 3 clusters Score -1.005725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78210 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10057251.000000 Penalty: 5589.641602
	Iteration 22Q: 3 clusters Score -1.005725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78211 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10057263.000000 Penalty: 5589.641602
	Iteration 23Q: 3 clusters Score -1.005726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78211 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10057263.000000 Penalty: 5589.641602
	Iteration 24F: 3 clusters Score -1.005726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Entering Unmasked Estep 
Score: -2005438.875000 Penalty: 2400.554688
	Iteration 0F: 2 clusters Score -2005439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1994018.000000 Penalty: 4801.109375
	Iteration 0F: 3 clusters Score -1994018 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1997617.125000 Penalty: 4801.109375
	Iteration 1F: 3 clusters Score -1997617 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1998002.500000 Penalty: 4801.109375
	Iteration 2F: 3 clusters Score -1998002 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1998363.875000 Penalty: 4801.109375
	Iteration 3F: 3 clusters Score -1998364 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1998712.625000 Penalty: 4801.109375
	Iteration 4Q: 3 clusters Score -1998713 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1999212.250000 Penalty: 4801.109375
	Iteration 5F: 3 clusters Score -1999212 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1999901.375000 Penalty: 4801.109375
	Iteration 6F: 3 clusters Score -1999901 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2000786.250000 Penalty: 4801.109375
	Iteration 7F: 3 clusters Score -2000786 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2001594.875000 Penalty: 4801.109375
	Iteration 8F: 3 clusters Score -2001595 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2002162.500000 Penalty: 4801.109375
	Iteration 9Q: 3 clusters Score -2002162 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2002549.875000 Penalty: 4801.109375
	Iteration 10Q: 3 clusters Score -2002550 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2002807.250000 Penalty: 4801.109375
	Iteration 11Q: 3 clusters Score -2002807 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2002970.000000 Penalty: 4801.109375
	Iteration 12Q: 3 clusters Score -2002970 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2003102.875000 Penalty: 4801.109375
	Iteration 13Q: 3 clusters Score -2003103 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2003208.125000 Penalty: 4801.109375
	Iteration 14Q: 3 clusters Score -2003208 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2003295.375000 Penalty: 4801.109375
	Iteration 15Q: 3 clusters Score -2003295 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2003364.000000 Penalty: 4801.109375
	Iteration 16Q: 3 clusters Score -2003364 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2003405.250000 Penalty: 4801.109375
	Iteration 17Q: 3 clusters Score -2003405 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2003450.375000 Penalty: 4801.109375
	Iteration 18Q: 3 clusters Score -2003450 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2003481.875000 Penalty: 4801.109375
	Iteration 19Q: 3 clusters Score -2003482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2003503.500000 Penalty: 4801.109375
	Iteration 20F: 3 clusters Score -2003504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2003524.000000 Penalty: 4801.109375
	Iteration 21Q: 3 clusters Score -2003524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2003535.750000 Penalty: 4801.109375
	Iteration 22Q: 3 clusters Score -2003536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2003550.125000 Penalty: 4801.109375
	Iteration 23Q: 3 clusters Score -2003550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2003553.875000 Penalty: 4801.109375
	Iteration 24Q: 3 clusters Score -2003554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2003560.500000 Penalty: 4801.109375
	Iteration 25Q: 3 clusters Score -2003560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2003567.875000 Penalty: 4801.109375
	Iteration 26Q: 3 clusters Score -2003568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2003577.000000 Penalty: 4801.109375
	Iteration 27Q: 3 clusters Score -2003577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2003579.125000 Penalty: 4801.109375
	Iteration 28Q: 3 clusters Score -2003579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2003581.000000 Penalty: 4801.109375
	Iteration 29Q: 3 clusters Score -2003581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2003582.250000 Penalty: 4801.109375
	Iteration 30Q: 3 clusters Score -2003582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2003586.875000 Penalty: 4801.109375
	Iteration 31Q: 3 clusters Score -2003587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2003587.875000 Penalty: 4801.109375
	Iteration 32Q: 3 clusters Score -2003588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2003590.500000 Penalty: 4801.109375
	Iteration 33Q: 3 clusters Score -2003590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2003594.000000 Penalty: 4801.109375
	Iteration 34Q: 3 clusters Score -2003594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2003591.750000 Penalty: 4801.109375
	Iteration 35Q: 3 clusters Score -2003592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2003592.125000 Penalty: 4801.109375
	Iteration 36Q: 3 clusters Score -2003592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2003593.500000 Penalty: 4801.109375
	Iteration 37Q: 3 clusters Score -2003594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2003593.500000 Penalty: 4801.109375
	Iteration 38F: 3 clusters Score -2003594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Entering Unmasked Estep 
Score: -5221887.000000 Penalty: 2628.312500
	Iteration 0F: 2 clusters Score -5221887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -5194710.000000 Penalty: 5256.625000
	Iteration 0F: 3 clusters Score -5194710 nChanged 18333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -5204854.000000 Penalty: 5256.625000
	Iteration 1F: 3 clusters Score -5204854 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -5205311.500000 Penalty: 5256.625000
	Iteration 2Q: 3 clusters Score -5205312 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -5205742.500000 Penalty: 5256.625000
	Iteration 3Q: 3 clusters Score -5205742 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -5206176.000000 Penalty: 5256.625000
	Iteration 4Q: 3 clusters Score -5206176 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -5206624.500000 Penalty: 5256.625000
	Iteration 5Q: 3 clusters Score -5206624 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -5207042.000000 Penalty: 5256.625000
	Iteration 6Q: 3 clusters Score -5207042 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -5207528.000000 Penalty: 5256.625000
	Iteration 7Q: 3 clusters Score -5207528 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -5208082.000000 Penalty: 5256.625000
	Iteration 8Q: 3 clusters Score -5208082 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -5208665.500000 Penalty: 5256.625000
	Iteration 9Q: 3 clusters Score -5208666 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -5209335.000000 Penalty: 5256.625000
	Iteration 10Q: 3 clusters Score -5209335 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -5210088.500000 Penalty: 5256.625000
	Iteration 11Q: 3 clusters Score -5210088 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -5210941.500000 Penalty: 5256.625000
	Iteration 12Q: 3 clusters Score -5210942 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -5211808.500000 Penalty: 5256.625000
	Iteration 13Q: 3 clusters Score -5211808 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -5212694.000000 Penalty: 5256.625000
	Iteration 14Q: 3 clusters Score -5212694 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -5213515.000000 Penalty: 5256.625000
	Iteration 15Q: 3 clusters Score -5213515 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -5214185.500000 Penalty: 5256.625000
	Iteration 16Q: 3 clusters Score -5214186 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -5214712.000000 Penalty: 5256.625000
	Iteration 17Q: 3 clusters Score -5214712 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -5215111.000000 Penalty: 5256.625000
	Iteration 18Q: 3 clusters Score -5215111 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -5215527.500000 Penalty: 5256.625000
	Iteration 19Q: 3 clusters Score -5215528 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -5215882.500000 Penalty: 5256.625000
	Iteration 20F: 3 clusters Score -5215882 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -5216211.000000 Penalty: 5256.625000
	Iteration 21Q: 3 clusters Score -5216211 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -5216564.500000 Penalty: 5256.625000
	Iteration 22Q: 3 clusters Score -5216564 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -5216897.500000 Penalty: 5256.625000
	Iteration 23Q: 3 clusters Score -5216898 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -5217218.500000 Penalty: 5256.625000
	Iteration 24Q: 3 clusters Score -5217218 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -5217515.000000 Penalty: 5256.625000
	Iteration 25Q: 3 clusters Score -5217515 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -5217821.500000 Penalty: 5256.625000
	Iteration 26Q: 3 clusters Score -5217822 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -5218076.000000 Penalty: 5256.625000
	Iteration 27Q: 3 clusters Score -5218076 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -5218372.500000 Penalty: 5256.625000
	Iteration 28Q: 3 clusters Score -5218372 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -5218611.000000 Penalty: 5256.625000
	Iteration 29Q: 3 clusters Score -5218611 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -5218776.500000 Penalty: 5256.625000
	Iteration 30Q: 3 clusters Score -5218776 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -5218937.000000 Penalty: 5256.625000
	Iteration 31Q: 3 clusters Score -5218937 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5219066.500000 Penalty: 5256.625000
	Iteration 32Q: 3 clusters Score -5219066 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5219195.000000 Penalty: 5256.625000
	Iteration 33Q: 3 clusters Score -5219195 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -5219319.000000 Penalty: 5256.625000
	Iteration 34Q: 3 clusters Score -5219319 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5219403.500000 Penalty: 5256.625000
	Iteration 35Q: 3 clusters Score -5219404 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5219487.500000 Penalty: 5256.625000
	Iteration 36Q: 3 clusters Score -5219488 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5219559.000000 Penalty: 5256.625000
	Iteration 37Q: 3 clusters Score -5219559 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5219605.500000 Penalty: 5256.625000
	Iteration 38Q: 3 clusters Score -5219606 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5219676.000000 Penalty: 5256.625000
	Iteration 39Q: 3 clusters Score -5219676 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5219708.500000 Penalty: 5256.625000
	Iteration 40F: 3 clusters Score -5219708 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5219732.000000 Penalty: 5256.625000
	Iteration 41Q: 3 clusters Score -5219732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5219763.000000 Penalty: 5256.625000
	Iteration 42Q: 3 clusters Score -5219763 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5219786.500000 Penalty: 5256.625000
	Iteration 43Q: 3 clusters Score -5219786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5219800.500000 Penalty: 5256.625000
	Iteration 44Q: 3 clusters Score -5219800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5219813.000000 Penalty: 5256.625000
	Iteration 45Q: 3 clusters Score -5219813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5219838.000000 Penalty: 5256.625000
	Iteration 46Q: 3 clusters Score -5219838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5219848.500000 Penalty: 5256.625000
	Iteration 47Q: 3 clusters Score -5219848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5219844.000000 Penalty: 5256.625000
	Iteration 48Q: 3 clusters Score -5219844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5219847.500000 Penalty: 5256.625000
	Iteration 49Q: 3 clusters Score -5219848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5219847.500000 Penalty: 5256.625000
	Iteration 50Q: 3 clusters Score -5219848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5219870.000000 Penalty: 5256.625000
	Iteration 51Q: 3 clusters Score -5219870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5219875.500000 Penalty: 5256.625000
	Iteration 52Q: 3 clusters Score -5219876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5219876.500000 Penalty: 5256.625000
	Iteration 53Q: 3 clusters Score -5219876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5219887.500000 Penalty: 5256.625000
	Iteration 54Q: 3 clusters Score -5219888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5219892.000000 Penalty: 5256.625000
	Iteration 55Q: 3 clusters Score -5219892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5219891.000000 Penalty: 5256.625000
	Iteration 56Q: 3 clusters Score -5219891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5219891.000000 Penalty: 5256.625000
	Iteration 57Q: 3 clusters Score -5219891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5219896.500000 Penalty: 5256.625000
	Iteration 58Q: 3 clusters Score -5219896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5219886.000000 Penalty: 5256.625000
	Iteration 59Q: 3 clusters Score -5219886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5219886.000000 Penalty: 5256.625000
	Iteration 60F: 3 clusters Score -5219886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5219897.000000 Penalty: 5256.625000
	Iteration 61Q: 3 clusters Score -5219897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5219896.000000 Penalty: 5256.625000
	Iteration 62Q: 3 clusters Score -5219896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5219895.500000 Penalty: 5256.625000
	Iteration 63Q: 3 clusters Score -5219896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5219893.000000 Penalty: 5256.625000
	Iteration 64Q: 3 clusters Score -5219893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5219901.500000 Penalty: 5256.625000
	Iteration 65Q: 3 clusters Score -5219902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5219910.500000 Penalty: 5256.625000
	Iteration 66Q: 3 clusters Score -5219910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5219910.500000 Penalty: 5256.625000
	Iteration 67Q: 3 clusters Score -5219910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5219909.500000 Penalty: 5256.625000
	Iteration 68Q: 3 clusters Score -5219910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5219912.500000 Penalty: 5256.625000
	Iteration 69Q: 3 clusters Score -5219912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5219908.500000 Penalty: 5256.625000
	Iteration 70Q: 3 clusters Score -5219908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5219909.000000 Penalty: 5256.625000
	Iteration 71Q: 3 clusters Score -5219909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5219909.000000 Penalty: 5256.625000
	Iteration 72F: 3 clusters Score -5219909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Entering Unmasked Estep 
Score: -573947.312500 Penalty: 2090.558594
	Iteration 0F: 2 clusters Score -573947.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -569674.687500 Penalty: 4181.117188
	Iteration 0F: 3 clusters Score -569674.7 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -570820.062500 Penalty: 4181.117188
	Iteration 1F: 3 clusters Score -570820.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -571187.812500 Penalty: 4181.117188
	Iteration 2F: 3 clusters Score -571187.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -571492.437500 Penalty: 4181.117188
	Iteration 3F: 3 clusters Score -571492.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -571829.750000 Penalty: 4181.117188
	Iteration 4F: 3 clusters Score -571829.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -572260.437500 Penalty: 4181.117188
	Iteration 5F: 3 clusters Score -572260.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -572794.125000 Penalty: 4181.117188
	Iteration 6F: 3 clusters Score -572794.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -573565.625000 Penalty: 4181.117188
	Iteration 7F: 3 clusters Score -573565.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -574501.750000 Penalty: 4181.117188
	Iteration 8F: 3 clusters Score -574501.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -575125.562500 Penalty: 4181.117188
	Iteration 9F: 3 clusters Score -575125.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -575339.125000 Penalty: 4181.117188
	Iteration 10Q: 3 clusters Score -575339.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -575372.812500 Penalty: 4181.117188
	Iteration 11Q: 3 clusters Score -575372.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -575379.875000 Penalty: 4181.117188
	Iteration 12Q: 3 clusters Score -575379.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -575382.250000 Penalty: 4181.117188
	Iteration 13Q: 3 clusters Score -575382.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -575382.812500 Penalty: 4181.117188
	Iteration 14Q: 3 clusters Score -575382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -575382.250000 Penalty: 4181.117188
	Iteration 15Q: 3 clusters Score -575382.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -575382.250000 Penalty: 4181.117188
	Iteration 16F: 3 clusters Score -575382.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 16944 members 
Mstep: Class 4 contains 30439 members 
Mstep: Class 5 contains 1043 members 
Mstep: Class 6 contains 173232 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 4572 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 11 contains 14839 members 
Mstep: Class 12 contains 15316 members 
Mstep: Class 13 contains 9772 members 
Mstep: Class 14 contains 32659 members 
Mstep: Class 15 contains 32463 members 
Mstep: Class 16 contains 234276 members 
Mstep: Class 17 contains 78389 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 15989 members 
Mstep: Class 20 contains 40056 members 
Mstep: Class 22 contains 2230 members 
Entering Unmasked Estep 
Score: -90799968.000000 Penalty: 70216.257812
Splitting cluster 22 changes total score from -90799512.000000 to -90799968.000000
So it's getting split into cluster 18.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 16944 members 
Mstep: Class 4 contains 30439 members 
Mstep: Class 5 contains 1043 members 
Mstep: Class 6 contains 173232 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 4572 members 
Mstep: Class 10 contains 1331 members 
Mstep: Class 11 contains 14839 members 
Mstep: Class 12 contains 15316 members 
Mstep: Class 13 contains 9772 members 
Mstep: Class 14 contains 32659 members 
Mstep: Class 15 contains 32463 members 
Mstep: Class 17 contains 78389 members 
Mstep: Class 19 contains 15989 members 
Mstep: Class 20 contains 40056 members 
Mstep: Class 22 contains 2230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801160.000000 Penalty: 70216.257812
Iteration 39Q: 22 clusters Score -9.080116e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1401 members 
Mstep: Class 3 contains 16991 members 
Mstep: Class 4 contains 30754 members 
Mstep: Class 5 contains 1042 members 
Mstep: Class 6 contains 175052 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 5117 members 
Mstep: Class 10 contains 1362 members 
Mstep: Class 11 contains 14789 members 
Mstep: Class 12 contains 15287 members 
Mstep: Class 13 contains 9704 members 
Mstep: Class 14 contains 32345 members 
Mstep: Class 15 contains 32567 members 
Mstep: Class 16 contains 232376 members 
Mstep: Class 17 contains 78129 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 15676 members 
Mstep: Class 20 contains 40164 members 
Mstep: Class 22 contains 2225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802200.000000 Penalty: 70216.257812
Iteration 40F: 22 clusters Score -9.08022e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 3 contains 17000 members 
Mstep: Class 4 contains 31253 members 
Mstep: Class 5 contains 1035 members 
Mstep: Class 6 contains 176324 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 5425 members 
Mstep: Class 10 contains 1378 members 
Mstep: Class 11 contains 14710 members 
Mstep: Class 12 contains 15134 members 
Mstep: Class 13 contains 9635 members 
Mstep: Class 14 contains 31838 members 
Mstep: Class 15 contains 32640 members 
Mstep: Class 16 contains 231754 members 
Mstep: Class 17 contains 77612 members 
Mstep: Class 18 contains 2360 members 
Mstep: Class 19 contains 15462 members 
Mstep: Class 20 contains 40217 members 
Mstep: Class 22 contains 2228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803112.000000 Penalty: 70216.257812
Iteration 41Q: 22 clusters Score -9.080311e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 17015 members 
Mstep: Class 4 contains 31755 members 
Mstep: Class 5 contains 1028 members 
Mstep: Class 6 contains 177854 members 
Mstep: Class 7 contains 378 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 1400 members 
Mstep: Class 11 contains 14643 members 
Mstep: Class 12 contains 15036 members 
Mstep: Class 13 contains 9570 members 
Mstep: Class 14 contains 31342 members 
Mstep: Class 15 contains 32700 members 
Mstep: Class 16 contains 230671 members 
Mstep: Class 17 contains 77200 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 15291 members 
Mstep: Class 20 contains 40299 members 
Mstep: Class 22 contains 2231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803520.000000 Penalty: 70216.257812
Iteration 42Q: 22 clusters Score -9.080352e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 32223 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 179515 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 5960 members 
Mstep: Class 10 contains 1425 members 
Mstep: Class 11 contains 14620 members 
Mstep: Class 12 contains 14965 members 
Mstep: Class 13 contains 9507 members 
Mstep: Class 14 contains 30888 members 
Mstep: Class 15 contains 32769 members 
Mstep: Class 16 contains 229297 members 
Mstep: Class 17 contains 76854 members 
Mstep: Class 18 contains 2360 members 
Mstep: Class 19 contains 15130 members 
Mstep: Class 20 contains 40371 members 
Mstep: Class 22 contains 2230 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 22 clusters Score -9.080415e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 17032 members 
Mstep: Class 4 contains 32662 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 181171 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 14603 members 
Mstep: Class 12 contains 14927 members 
Mstep: Class 13 contains 9450 members 
Mstep: Class 14 contains 30458 members 
Mstep: Class 15 contains 32837 members 
Mstep: Class 16 contains 227791 members 
Mstep: Class 17 contains 76550 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 15004 members 
Mstep: Class 20 contains 40441 members 
Mstep: Class 22 contains 2232 members 
Entering Unmasked Estep 
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Iteration 44Q: 22 clusters Score -9.080456e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 17039 members 
Mstep: Class 4 contains 33046 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 182912 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 6484 members 
Mstep: Class 10 contains 1477 members 
Mstep: Class 11 contains 14569 members 
Mstep: Class 12 contains 14853 members 
Mstep: Class 13 contains 9389 members 
Mstep: Class 14 contains 30091 members 
Mstep: Class 15 contains 32898 members 
Mstep: Class 16 contains 226232 members 
Mstep: Class 17 contains 76294 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 14883 members 
Mstep: Class 20 contains 40525 members 
Mstep: Class 22 contains 2234 members 
Entering Unmasked Estep 
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Iteration 45Q: 22 clusters Score -9.08051e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 17035 members 
Mstep: Class 4 contains 33370 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 184602 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 6702 members 
Mstep: Class 10 contains 1496 members 
Mstep: Class 11 contains 14554 members 
Mstep: Class 12 contains 14810 members 
Mstep: Class 13 contains 9328 members 
Mstep: Class 14 contains 29775 members 
Mstep: Class 15 contains 32957 members 
Mstep: Class 16 contains 224667 members 
Mstep: Class 17 contains 76069 members 
Mstep: Class 18 contains 2356 members 
Mstep: Class 19 contains 14782 members 
Mstep: Class 20 contains 40608 members 
Mstep: Class 22 contains 2235 members 
Entering Unmasked Estep 
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Iteration 46Q: 22 clusters Score -9.080532e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 17018 members 
Mstep: Class 4 contains 33656 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 186325 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 6878 members 
Mstep: Class 10 contains 1498 members 
Mstep: Class 11 contains 14544 members 
Mstep: Class 12 contains 14781 members 
Mstep: Class 13 contains 9275 members 
Mstep: Class 14 contains 29510 members 
Mstep: Class 15 contains 33002 members 
Mstep: Class 16 contains 223092 members 
Mstep: Class 17 contains 75865 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 14698 members 
Mstep: Class 20 contains 40665 members 
Mstep: Class 22 contains 2236 members 
Entering Unmasked Estep 
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Iteration 47Q: 22 clusters Score -9.080536e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16981 members 
Mstep: Class 4 contains 33944 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 188053 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 10 contains 1506 members 
Mstep: Class 11 contains 14524 members 
Mstep: Class 12 contains 14740 members 
Mstep: Class 13 contains 9232 members 
Mstep: Class 14 contains 29230 members 
Mstep: Class 15 contains 33059 members 
Mstep: Class 16 contains 221543 members 
Mstep: Class 17 contains 75672 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 14605 members 
Mstep: Class 20 contains 40709 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 48Q: 22 clusters Score -9.080552e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16956 members 
Mstep: Class 4 contains 34211 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 189814 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 7206 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 14495 members 
Mstep: Class 12 contains 14703 members 
Mstep: Class 13 contains 9187 members 
Mstep: Class 14 contains 28967 members 
Mstep: Class 15 contains 33109 members 
Mstep: Class 16 contains 219922 members 
Mstep: Class 17 contains 75494 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 14539 members 
Mstep: Class 20 contains 40767 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 49Q: 22 clusters Score -9.080567e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16934 members 
Mstep: Class 4 contains 34429 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 191514 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 7365 members 
Mstep: Class 10 contains 1529 members 
Mstep: Class 11 contains 14480 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 9146 members 
Mstep: Class 14 contains 28742 members 
Mstep: Class 15 contains 33157 members 
Mstep: Class 16 contains 218342 members 
Mstep: Class 17 contains 75329 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 14480 members 
Mstep: Class 20 contains 40821 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 50Q: 22 clusters Score -9.0806e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16896 members 
Mstep: Class 4 contains 34611 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 193132 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 7521 members 
Mstep: Class 10 contains 1541 members 
Mstep: Class 11 contains 14455 members 
Mstep: Class 12 contains 14638 members 
Mstep: Class 13 contains 9106 members 
Mstep: Class 14 contains 28565 members 
Mstep: Class 15 contains 33189 members 
Mstep: Class 16 contains 216878 members 
Mstep: Class 17 contains 75148 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 40861 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 51Q: 22 clusters Score -9.080564e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16858 members 
Mstep: Class 4 contains 34778 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 194658 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 7662 members 
Mstep: Class 10 contains 1555 members 
Mstep: Class 11 contains 14441 members 
Mstep: Class 12 contains 14651 members 
Mstep: Class 13 contains 9066 members 
Mstep: Class 14 contains 28418 members 
Mstep: Class 15 contains 33221 members 
Mstep: Class 16 contains 215451 members 
Mstep: Class 17 contains 74978 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 14344 members 
Mstep: Class 20 contains 40902 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 52Q: 22 clusters Score -9.080534e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16807 members 
Mstep: Class 4 contains 34918 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 196039 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 7789 members 
Mstep: Class 10 contains 1564 members 
Mstep: Class 11 contains 14433 members 
Mstep: Class 12 contains 14629 members 
Mstep: Class 13 contains 9032 members 
Mstep: Class 14 contains 28310 members 
Mstep: Class 15 contains 33243 members 
Mstep: Class 16 contains 214173 members 
Mstep: Class 17 contains 74854 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 14279 members 
Mstep: Class 20 contains 40940 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 53Q: 22 clusters Score -9.080543e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16767 members 
Mstep: Class 4 contains 35036 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 197236 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 7894 members 
Mstep: Class 10 contains 1572 members 
Mstep: Class 11 contains 14423 members 
Mstep: Class 12 contains 14632 members 
Mstep: Class 13 contains 8996 members 
Mstep: Class 14 contains 28195 members 
Mstep: Class 15 contains 33265 members 
Mstep: Class 16 contains 213062 members 
Mstep: Class 17 contains 74735 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 14233 members 
Mstep: Class 20 contains 40987 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 54Q: 22 clusters Score -9.080537e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16741 members 
Mstep: Class 4 contains 35132 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 198411 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 7973 members 
Mstep: Class 10 contains 1579 members 
Mstep: Class 11 contains 14411 members 
Mstep: Class 12 contains 14630 members 
Mstep: Class 13 contains 8966 members 
Mstep: Class 14 contains 28107 members 
Mstep: Class 15 contains 33294 members 
Mstep: Class 16 contains 212015 members 
Mstep: Class 17 contains 74602 members 
Mstep: Class 18 contains 2356 members 
Mstep: Class 19 contains 14195 members 
Mstep: Class 20 contains 41005 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 55Q: 22 clusters Score -9.080556e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16718 members 
Mstep: Class 4 contains 35226 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 199513 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 8074 members 
Mstep: Class 10 contains 1582 members 
Mstep: Class 11 contains 14410 members 
Mstep: Class 12 contains 14623 members 
Mstep: Class 13 contains 8939 members 
Mstep: Class 14 contains 28023 members 
Mstep: Class 15 contains 33312 members 
Mstep: Class 16 contains 211021 members 
Mstep: Class 17 contains 74477 members 
Mstep: Class 18 contains 2356 members 
Mstep: Class 19 contains 14145 members 
Mstep: Class 20 contains 41025 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 56Q: 22 clusters Score -9.080547e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16693 members 
Mstep: Class 4 contains 35307 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 200442 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 8168 members 
Mstep: Class 10 contains 1588 members 
Mstep: Class 11 contains 14401 members 
Mstep: Class 12 contains 14624 members 
Mstep: Class 13 contains 8916 members 
Mstep: Class 14 contains 27950 members 
Mstep: Class 15 contains 33332 members 
Mstep: Class 16 contains 210182 members 
Mstep: Class 17 contains 74366 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 14102 members 
Mstep: Class 20 contains 41046 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 57Q: 22 clusters Score -9.080554e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16659 members 
Mstep: Class 4 contains 35391 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 201170 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 8258 members 
Mstep: Class 10 contains 1589 members 
Mstep: Class 11 contains 14385 members 
Mstep: Class 12 contains 14635 members 
Mstep: Class 13 contains 8899 members 
Mstep: Class 14 contains 27888 members 
Mstep: Class 15 contains 33343 members 
Mstep: Class 16 contains 209558 members 
Mstep: Class 17 contains 74249 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 14055 members 
Mstep: Class 20 contains 41059 members 
Mstep: Class 22 contains 2238 members 
Entering Unmasked Estep 
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Iteration 58Q: 22 clusters Score -9.080561e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16631 members 
Mstep: Class 4 contains 35454 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 201673 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 8346 members 
Mstep: Class 10 contains 1591 members 
Mstep: Class 11 contains 14369 members 
Mstep: Class 12 contains 14642 members 
Mstep: Class 13 contains 8882 members 
Mstep: Class 14 contains 27848 members 
Mstep: Class 15 contains 33358 members 
Mstep: Class 16 contains 209119 members 
Mstep: Class 17 contains 74159 members 
Mstep: Class 18 contains 2358 members 
Mstep: Class 19 contains 14004 members 
Mstep: Class 20 contains 41085 members 
Mstep: Class 22 contains 2239 members 
Entering Unmasked Estep 
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Iteration 59Q: 22 clusters Score -9.08055e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16615 members 
Mstep: Class 4 contains 35498 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 202006 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 8450 members 
Mstep: Class 10 contains 1589 members 
Mstep: Class 11 contains 14356 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 8862 members 
Mstep: Class 14 contains 27823 members 
Mstep: Class 15 contains 33370 members 
Mstep: Class 16 contains 208826 members 
Mstep: Class 17 contains 74097 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 13959 members 
Mstep: Class 20 contains 41074 members 
Mstep: Class 22 contains 2241 members 
Entering Unmasked Estep 
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Iteration 60F: 22 clusters Score -9.080559e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16602 members 
Mstep: Class 4 contains 35534 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 202168 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 8566 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 11 contains 14325 members 
Mstep: Class 12 contains 14669 members 
Mstep: Class 13 contains 8845 members 
Mstep: Class 14 contains 27789 members 
Mstep: Class 15 contains 33392 members 
Mstep: Class 16 contains 208716 members 
Mstep: Class 17 contains 74027 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 13899 members 
Mstep: Class 20 contains 41083 members 
Mstep: Class 22 contains 2244 members 
Entering Unmasked Estep 
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Iteration 61Q: 22 clusters Score -9.080579e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16595 members 
Mstep: Class 4 contains 35583 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 202151 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 8673 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 14317 members 
Mstep: Class 12 contains 14686 members 
Mstep: Class 13 contains 8831 members 
Mstep: Class 14 contains 27749 members 
Mstep: Class 15 contains 33401 members 
Mstep: Class 16 contains 208747 members 
Mstep: Class 17 contains 73964 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 13846 members 
Mstep: Class 20 contains 41089 members 
Mstep: Class 22 contains 2249 members 
Entering Unmasked Estep 
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Iteration 62Q: 22 clusters Score -9.080542e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16594 members 
Mstep: Class 4 contains 35635 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 202039 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 8786 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 11 contains 14316 members 
Mstep: Class 12 contains 14688 members 
Mstep: Class 13 contains 8811 members 
Mstep: Class 14 contains 27706 members 
Mstep: Class 15 contains 33407 members 
Mstep: Class 16 contains 208858 members 
Mstep: Class 17 contains 73915 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 13793 members 
Mstep: Class 20 contains 41102 members 
Mstep: Class 22 contains 2251 members 
Entering Unmasked Estep 
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Iteration 63Q: 22 clusters Score -9.080536e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16579 members 
Mstep: Class 4 contains 35687 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 201830 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 8898 members 
Mstep: Class 10 contains 1596 members 
Mstep: Class 11 contains 14311 members 
Mstep: Class 12 contains 14684 members 
Mstep: Class 13 contains 8789 members 
Mstep: Class 14 contains 27667 members 
Mstep: Class 15 contains 33414 members 
Mstep: Class 16 contains 209062 members 
Mstep: Class 17 contains 73877 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 13756 members 
Mstep: Class 20 contains 41107 members 
Mstep: Class 22 contains 2251 members 
Entering Unmasked Estep 
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Iteration 64Q: 22 clusters Score -9.080534e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16562 members 
Mstep: Class 4 contains 35728 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 201501 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 8988 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 11 contains 14306 members 
Mstep: Class 12 contains 14676 members 
Mstep: Class 13 contains 8768 members 
Mstep: Class 14 contains 27640 members 
Mstep: Class 15 contains 33417 members 
Mstep: Class 16 contains 209440 members 
Mstep: Class 17 contains 73824 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 13716 members 
Mstep: Class 20 contains 41116 members 
Mstep: Class 22 contains 2251 members 
Entering Unmasked Estep 
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Iteration 65Q: 22 clusters Score -9.080532e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16548 members 
Mstep: Class 4 contains 35766 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 201121 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 9080 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 11 contains 14305 members 
Mstep: Class 12 contains 14678 members 
Mstep: Class 13 contains 8748 members 
Mstep: Class 14 contains 27608 members 
Mstep: Class 15 contains 33426 members 
Mstep: Class 16 contains 209850 members 
Mstep: Class 17 contains 73759 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 13683 members 
Mstep: Class 20 contains 41128 members 
Mstep: Class 22 contains 2251 members 
Entering Unmasked Estep 
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Iteration 66Q: 22 clusters Score -9.080541e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16530 members 
Mstep: Class 4 contains 35796 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 200674 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 9167 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 14303 members 
Mstep: Class 12 contains 14692 members 
Mstep: Class 13 contains 8729 members 
Mstep: Class 14 contains 27578 members 
Mstep: Class 15 contains 33421 members 
Mstep: Class 16 contains 210315 members 
Mstep: Class 17 contains 73695 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 13658 members 
Mstep: Class 20 contains 41148 members 
Mstep: Class 22 contains 2251 members 
Entering Unmasked Estep 
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Iteration 67Q: 22 clusters Score -9.080531e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16532 members 
Mstep: Class 4 contains 35830 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 200199 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 9266 members 
Mstep: Class 10 contains 1596 members 
Mstep: Class 11 contains 14300 members 
Mstep: Class 12 contains 14701 members 
Mstep: Class 13 contains 8711 members 
Mstep: Class 14 contains 27554 members 
Mstep: Class 15 contains 33419 members 
Mstep: Class 16 contains 210779 members 
Mstep: Class 17 contains 73626 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 13630 members 
Mstep: Class 20 contains 41168 members 
Mstep: Class 22 contains 2251 members 
Entering Unmasked Estep 
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Iteration 68Q: 22 clusters Score -9.080542e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16539 members 
Mstep: Class 4 contains 35862 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 199683 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 9368 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 14298 members 
Mstep: Class 12 contains 14722 members 
Mstep: Class 13 contains 8691 members 
Mstep: Class 14 contains 27538 members 
Mstep: Class 15 contains 33413 members 
Mstep: Class 16 contains 211266 members 
Mstep: Class 17 contains 73554 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 13599 members 
Mstep: Class 20 contains 41184 members 
Mstep: Class 22 contains 2251 members 
Entering Unmasked Estep 
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Iteration 69Q: 22 clusters Score -9.080571e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16542 members 
Mstep: Class 4 contains 35880 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 199117 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 9448 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 14293 members 
Mstep: Class 12 contains 14724 members 
Mstep: Class 13 contains 8679 members 
Mstep: Class 14 contains 27525 members 
Mstep: Class 15 contains 33416 members 
Mstep: Class 16 contains 211832 members 
Mstep: Class 17 contains 73492 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 13573 members 
Mstep: Class 20 contains 41203 members 
Mstep: Class 22 contains 2251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90805856.000000 Penalty: 70216.257812
Iteration 70Q: 22 clusters Score -9.080586e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16540 members 
Mstep: Class 4 contains 35907 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 198540 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 9531 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 14292 members 
Mstep: Class 12 contains 14709 members 
Mstep: Class 13 contains 8663 members 
Mstep: Class 14 contains 27510 members 
Mstep: Class 15 contains 33418 members 
Mstep: Class 16 contains 212409 members 
Mstep: Class 17 contains 73448 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 13537 members 
Mstep: Class 20 contains 41225 members 
Mstep: Class 22 contains 2251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90805680.000000 Penalty: 70216.257812
Iteration 71Q: 22 clusters Score -9.080568e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16539 members 
Mstep: Class 4 contains 35938 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 197968 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 9600 members 
Mstep: Class 10 contains 1603 members 
Mstep: Class 11 contains 14287 members 
Mstep: Class 12 contains 14712 members 
Mstep: Class 13 contains 8654 members 
Mstep: Class 14 contains 27515 members 
Mstep: Class 15 contains 33423 members 
Mstep: Class 16 contains 212971 members 
Mstep: Class 17 contains 73383 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13505 members 
Mstep: Class 20 contains 41243 members 
Mstep: Class 22 contains 2251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90805944.000000 Penalty: 70216.257812
Iteration 72Q: 22 clusters Score -9.080594e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16529 members 
Mstep: Class 4 contains 35965 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 197427 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 9671 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 14293 members 
Mstep: Class 12 contains 14718 members 
Mstep: Class 13 contains 8647 members 
Mstep: Class 14 contains 27521 members 
Mstep: Class 15 contains 33426 members 
Mstep: Class 16 contains 213479 members 
Mstep: Class 17 contains 73318 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13482 members 
Mstep: Class 20 contains 41271 members 
Mstep: Class 22 contains 2251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90805928.000000 Penalty: 70216.257812
Iteration 73Q: 22 clusters Score -9.080593e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16518 members 
Mstep: Class 4 contains 35993 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 196862 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 9735 members 
Mstep: Class 10 contains 1608 members 
Mstep: Class 11 contains 14300 members 
Mstep: Class 12 contains 14726 members 
Mstep: Class 13 contains 8641 members 
Mstep: Class 14 contains 27515 members 
Mstep: Class 15 contains 33430 members 
Mstep: Class 16 contains 214023 members 
Mstep: Class 17 contains 73262 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13450 members 
Mstep: Class 20 contains 41302 members 
Mstep: Class 22 contains 2251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90805944.000000 Penalty: 70216.257812
Iteration 74Q: 22 clusters Score -9.080594e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16508 members 
Mstep: Class 4 contains 36034 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 196288 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 9783 members 
Mstep: Class 10 contains 1608 members 
Mstep: Class 11 contains 14298 members 
Mstep: Class 12 contains 14737 members 
Mstep: Class 13 contains 8627 members 
Mstep: Class 14 contains 27498 members 
Mstep: Class 15 contains 33433 members 
Mstep: Class 16 contains 214588 members 
Mstep: Class 17 contains 73205 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13427 members 
Mstep: Class 20 contains 41340 members 
Mstep: Class 22 contains 2251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90805896.000000 Penalty: 70216.257812
Iteration 75Q: 22 clusters Score -9.08059e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16498 members 
Mstep: Class 4 contains 36062 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 195777 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 9832 members 
Mstep: Class 10 contains 1609 members 
Mstep: Class 11 contains 14298 members 
Mstep: Class 12 contains 14728 members 
Mstep: Class 13 contains 8613 members 
Mstep: Class 14 contains 27478 members 
Mstep: Class 15 contains 33446 members 
Mstep: Class 16 contains 215114 members 
Mstep: Class 17 contains 73154 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13403 members 
Mstep: Class 20 contains 41369 members 
Mstep: Class 22 contains 2251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90805984.000000 Penalty: 70216.257812
Iteration 76Q: 22 clusters Score -9.080598e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16485 members 
Mstep: Class 4 contains 36096 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 195372 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 9870 members 
Mstep: Class 10 contains 1609 members 
Mstep: Class 11 contains 14297 members 
Mstep: Class 12 contains 14716 members 
Mstep: Class 13 contains 8602 members 
Mstep: Class 14 contains 27458 members 
Mstep: Class 15 contains 33454 members 
Mstep: Class 16 contains 215538 members 
Mstep: Class 17 contains 73087 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13396 members 
Mstep: Class 20 contains 41409 members 
Mstep: Class 22 contains 2251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90805880.000000 Penalty: 70216.257812
Iteration 77Q: 22 clusters Score -9.080588e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1389 members 
Mstep: Class 3 contains 16478 members 
Mstep: Class 4 contains 36126 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 195020 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 9917 members 
Mstep: Class 10 contains 1608 members 
Mstep: Class 11 contains 14298 members 
Mstep: Class 12 contains 14707 members 
Mstep: Class 13 contains 8586 members 
Mstep: Class 14 contains 27438 members 
Mstep: Class 15 contains 33461 members 
Mstep: Class 16 contains 215884 members 
Mstep: Class 17 contains 73026 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13388 members 
Mstep: Class 20 contains 41461 members 
Mstep: Class 22 contains 2251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90805704.000000 Penalty: 70216.257812
Iteration 78Q: 22 clusters Score -9.08057e+07 nChanged 1113
Entering ConstructFrom: 
Score: -90805704.000000 Penalty: 70216.257812
Entering ConstructFrom: 
Trying to split cluster 1 (7386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Entering Unmasked Estep 
Score: -817474.500000 Penalty: 2209.020752
	Iteration 0F: 2 clusters Score -817474.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -811514.312500 Penalty: 4418.041504
	Iteration 0F: 3 clusters Score -811514.3 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -813475.250000 Penalty: 4418.041504
	Iteration 1F: 3 clusters Score -813475.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -814027.062500 Penalty: 4418.041504
	Iteration 2F: 3 clusters Score -814027.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -814424.937500 Penalty: 4418.041504
	Iteration 3F: 3 clusters Score -814424.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -814749.875000 Penalty: 4418.041504
	Iteration 4F: 3 clusters Score -814749.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -815019.562500 Penalty: 4418.041504
	Iteration 5F: 3 clusters Score -815019.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -815267.875000 Penalty: 4418.041504
	Iteration 6Q: 3 clusters Score -815267.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -815502.812500 Penalty: 4418.041504
	Iteration 7Q: 3 clusters Score -815502.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -815696.562500 Penalty: 4418.041504
	Iteration 8Q: 3 clusters Score -815696.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -815857.437500 Penalty: 4418.041504
	Iteration 9Q: 3 clusters Score -815857.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -815998.062500 Penalty: 4418.041504
	Iteration 10Q: 3 clusters Score -815998.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -816114.625000 Penalty: 4418.041504
	Iteration 11Q: 3 clusters Score -816114.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -816197.937500 Penalty: 4418.041504
	Iteration 12Q: 3 clusters Score -816197.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -816275.187500 Penalty: 4418.041504
	Iteration 13Q: 3 clusters Score -816275.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -816339.812500 Penalty: 4418.041504
	Iteration 14Q: 3 clusters Score -816339.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -816402.687500 Penalty: 4418.041504
	Iteration 15Q: 3 clusters Score -816402.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -816460.375000 Penalty: 4418.041504
	Iteration 16Q: 3 clusters Score -816460.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -816509.812500 Penalty: 4418.041504
	Iteration 17Q: 3 clusters Score -816509.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -816558.375000 Penalty: 4418.041504
	Iteration 18Q: 3 clusters Score -816558.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -816600.250000 Penalty: 4418.041504
	Iteration 19Q: 3 clusters Score -816600.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -816626.375000 Penalty: 4418.041504
	Iteration 20F: 3 clusters Score -816626.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -816668.062500 Penalty: 4418.041504
	Iteration 21Q: 3 clusters Score -816668.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -816696.250000 Penalty: 4418.041504
	Iteration 22Q: 3 clusters Score -816696.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -816715.125000 Penalty: 4418.041504
	Iteration 23Q: 3 clusters Score -816715.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -816729.312500 Penalty: 4418.041504
	Iteration 24Q: 3 clusters Score -816729.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -816739.187500 Penalty: 4418.041504
	Iteration 25Q: 3 clusters Score -816739.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -816749.437500 Penalty: 4418.041504
	Iteration 26Q: 3 clusters Score -816749.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -816762.062500 Penalty: 4418.041504
	Iteration 27Q: 3 clusters Score -816762.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -816764.437500 Penalty: 4418.041504
	Iteration 28Q: 3 clusters Score -816764.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -816769.250000 Penalty: 4418.041504
	Iteration 29Q: 3 clusters Score -816769.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -816771.437500 Penalty: 4418.041504
	Iteration 30Q: 3 clusters Score -816771.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -816773.000000 Penalty: 4418.041504
	Iteration 31Q: 3 clusters Score -816773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -816776.000000 Penalty: 4418.041504
	Iteration 32Q: 3 clusters Score -816776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -816776.125000 Penalty: 4418.041504
	Iteration 33Q: 3 clusters Score -816776.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -816778.500000 Penalty: 4418.041504
	Iteration 34Q: 3 clusters Score -816778.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -816776.625000 Penalty: 4418.041504
	Iteration 35Q: 3 clusters Score -816776.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -816779.812500 Penalty: 4418.041504
	Iteration 36Q: 3 clusters Score -816779.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -816777.625000 Penalty: 4418.041504
	Iteration 37Q: 3 clusters Score -816777.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -816777.625000 Penalty: 4418.041504
	Iteration 38F: 3 clusters Score -816777.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -149299.921875 Penalty: 1794.612183
	Iteration 0F: 2 clusters Score -149299.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -147291.312500 Penalty: 3589.224365
	Iteration 0F: 3 clusters Score -147291.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -148326.328125 Penalty: 3589.224365
	Iteration 1F: 3 clusters Score -148326.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -149143.359375 Penalty: 3589.224365
	Iteration 2F: 3 clusters Score -149143.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -149626.031250 Penalty: 3589.224365
	Iteration 3F: 3 clusters Score -149626 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -150052.312500 Penalty: 3589.224365
	Iteration 4F: 3 clusters Score -150052.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -150527.921875 Penalty: 3589.224365
	Iteration 5F: 3 clusters Score -150527.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -150751.484375 Penalty: 3589.224365
	Iteration 6Q: 3 clusters Score -150751.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -150826.656250 Penalty: 3589.224365
	Iteration 7Q: 3 clusters Score -150826.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -150850.125000 Penalty: 3589.224365
	Iteration 8Q: 3 clusters Score -150850.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -150855.187500 Penalty: 3589.224365
	Iteration 9Q: 3 clusters Score -150855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -150889.203125 Penalty: 3589.224365
	Iteration 10Q: 3 clusters Score -150889.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -150893.312500 Penalty: 3589.224365
	Iteration 11Q: 3 clusters Score -150893.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -150893.687500 Penalty: 3589.224365
	Iteration 12Q: 3 clusters Score -150893.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -150893.687500 Penalty: 3589.224365
	Iteration 13F: 3 clusters Score -150893.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 16473 members 
Mstep: Class 4 contains 36160 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 194785 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 9960 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 14295 members 
Mstep: Class 12 contains 14715 members 
Mstep: Class 13 contains 8569 members 
Mstep: Class 14 contains 27422 members 
Mstep: Class 15 contains 33470 members 
Mstep: Class 16 contains 216085 members 
Mstep: Class 17 contains 72970 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13386 members 
Mstep: Class 20 contains 41507 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 2251 members 
Entering Unmasked Estep 
Score: -90805984.000000 Penalty: 73559.882812
Splitting cluster 2 changes total score from -90805704.000000 to -90805984.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (16473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Entering Unmasked Estep 
Score: -2152439.500000 Penalty: 2407.950684
	Iteration 0F: 2 clusters Score -2152440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2140685.000000 Penalty: 4815.901367
	Iteration 0F: 3 clusters Score -2140685 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2144418.000000 Penalty: 4815.901367
	Iteration 1F: 3 clusters Score -2144418 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2144753.500000 Penalty: 4815.901367
	Iteration 2F: 3 clusters Score -2144754 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2145007.250000 Penalty: 4815.901367
	Iteration 3Q: 3 clusters Score -2145007 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2145242.750000 Penalty: 4815.901367
	Iteration 4Q: 3 clusters Score -2145243 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -2145495.750000 Penalty: 4815.901367
	Iteration 5Q: 3 clusters Score -2145496 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2145745.750000 Penalty: 4815.901367
	Iteration 6Q: 3 clusters Score -2145746 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2146042.750000 Penalty: 4815.901367
	Iteration 7Q: 3 clusters Score -2146043 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2146389.750000 Penalty: 4815.901367
	Iteration 8Q: 3 clusters Score -2146390 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2146783.750000 Penalty: 4815.901367
	Iteration 9Q: 3 clusters Score -2146784 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2147130.000000 Penalty: 4815.901367
	Iteration 10Q: 3 clusters Score -2147130 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2147495.750000 Penalty: 4815.901367
	Iteration 11Q: 3 clusters Score -2147496 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2147856.750000 Penalty: 4815.901367
	Iteration 12Q: 3 clusters Score -2147857 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2148225.500000 Penalty: 4815.901367
	Iteration 13Q: 3 clusters Score -2148226 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2148572.500000 Penalty: 4815.901367
	Iteration 14Q: 3 clusters Score -2148572 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2148896.500000 Penalty: 4815.901367
	Iteration 15Q: 3 clusters Score -2148896 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2149201.750000 Penalty: 4815.901367
	Iteration 16Q: 3 clusters Score -2149202 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2149467.000000 Penalty: 4815.901367
	Iteration 17Q: 3 clusters Score -2149467 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2149678.750000 Penalty: 4815.901367
	Iteration 18Q: 3 clusters Score -2149679 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2149829.500000 Penalty: 4815.901367
	Iteration 19Q: 3 clusters Score -2149830 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2149952.750000 Penalty: 4815.901367
	Iteration 20F: 3 clusters Score -2149953 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2150057.500000 Penalty: 4815.901367
	Iteration 21Q: 3 clusters Score -2150058 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2150145.500000 Penalty: 4815.901367
	Iteration 22Q: 3 clusters Score -2150146 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2150194.500000 Penalty: 4815.901367
	Iteration 23Q: 3 clusters Score -2150194 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2150236.500000 Penalty: 4815.901367
	Iteration 24Q: 3 clusters Score -2150236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2150267.000000 Penalty: 4815.901367
	Iteration 25Q: 3 clusters Score -2150267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2150287.750000 Penalty: 4815.901367
	Iteration 26Q: 3 clusters Score -2150288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2150307.000000 Penalty: 4815.901367
	Iteration 27Q: 3 clusters Score -2150307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2150333.000000 Penalty: 4815.901367
	Iteration 28Q: 3 clusters Score -2150333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2150349.000000 Penalty: 4815.901367
	Iteration 29Q: 3 clusters Score -2150349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2150360.000000 Penalty: 4815.901367
	Iteration 30Q: 3 clusters Score -2150360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2150384.000000 Penalty: 4815.901367
	Iteration 31Q: 3 clusters Score -2150384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2150396.500000 Penalty: 4815.901367
	Iteration 32Q: 3 clusters Score -2150396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2150400.500000 Penalty: 4815.901367
	Iteration 33Q: 3 clusters Score -2150400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2150408.750000 Penalty: 4815.901367
	Iteration 34Q: 3 clusters Score -2150409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2150415.000000 Penalty: 4815.901367
	Iteration 35Q: 3 clusters Score -2150415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2150423.000000 Penalty: 4815.901367
	Iteration 36Q: 3 clusters Score -2150423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2150429.250000 Penalty: 4815.901367
	Iteration 37Q: 3 clusters Score -2150429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2150436.750000 Penalty: 4815.901367
	Iteration 38Q: 3 clusters Score -2150437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2150439.750000 Penalty: 4815.901367
	Iteration 39Q: 3 clusters Score -2150440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2150440.000000 Penalty: 4815.901367
	Iteration 40F: 3 clusters Score -2150440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Entering Unmasked Estep 
Score: -4632945.000000 Penalty: 2602.935791
	Iteration 0F: 2 clusters Score -4632945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -4608319.000000 Penalty: 5205.871582
	Iteration 0F: 3 clusters Score -4608319 nChanged 16506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -4617339.000000 Penalty: 5205.871582
	Iteration 1F: 3 clusters Score -4617339 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -4617808.000000 Penalty: 5205.871582
	Iteration 2Q: 3 clusters Score -4617808 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -4618238.500000 Penalty: 5205.871582
	Iteration 3Q: 3 clusters Score -4618238 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -4618687.500000 Penalty: 5205.871582
	Iteration 4Q: 3 clusters Score -4618688 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -4619179.000000 Penalty: 5205.871582
	Iteration 5Q: 3 clusters Score -4619179 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -4619741.000000 Penalty: 5205.871582
	Iteration 6Q: 3 clusters Score -4619741 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -4620521.000000 Penalty: 5205.871582
	Iteration 7Q: 3 clusters Score -4620521 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -4621663.500000 Penalty: 5205.871582
	Iteration 8F: 3 clusters Score -4621664 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -4623174.000000 Penalty: 5205.871582
	Iteration 9F: 3 clusters Score -4623174 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -4625019.000000 Penalty: 5205.871582
	Iteration 10F: 3 clusters Score -4625019 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -4627017.500000 Penalty: 5205.871582
	Iteration 11F: 3 clusters Score -4627018 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -4628531.500000 Penalty: 5205.871582
	Iteration 12Q: 3 clusters Score -4628532 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -4629435.500000 Penalty: 5205.871582
	Iteration 13Q: 3 clusters Score -4629436 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -4629944.500000 Penalty: 5205.871582
	Iteration 14Q: 3 clusters Score -4629944 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -4630246.500000 Penalty: 5205.871582
	Iteration 15Q: 3 clusters Score -4630246 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -4630463.000000 Penalty: 5205.871582
	Iteration 16Q: 3 clusters Score -4630463 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -4630603.000000 Penalty: 5205.871582
	Iteration 17Q: 3 clusters Score -4630603 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -4630742.000000 Penalty: 5205.871582
	Iteration 18Q: 3 clusters Score -4630742 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -4630821.000000 Penalty: 5205.871582
	Iteration 19Q: 3 clusters Score -4630821 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -4630880.000000 Penalty: 5205.871582
	Iteration 20F: 3 clusters Score -4630880 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -4630924.000000 Penalty: 5205.871582
	Iteration 21Q: 3 clusters Score -4630924 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -4630953.500000 Penalty: 5205.871582
	Iteration 22Q: 3 clusters Score -4630954 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -4630978.500000 Penalty: 5205.871582
	Iteration 23Q: 3 clusters Score -4630978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -4630996.000000 Penalty: 5205.871582
	Iteration 24Q: 3 clusters Score -4630996 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -4631019.500000 Penalty: 5205.871582
	Iteration 25Q: 3 clusters Score -4631020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -4631032.000000 Penalty: 5205.871582
	Iteration 26Q: 3 clusters Score -4631032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -4631052.500000 Penalty: 5205.871582
	Iteration 27Q: 3 clusters Score -4631052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -4631080.500000 Penalty: 5205.871582
	Iteration 28Q: 3 clusters Score -4631080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -4631093.500000 Penalty: 5205.871582
	Iteration 29Q: 3 clusters Score -4631094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -4631109.500000 Penalty: 5205.871582
	Iteration 30Q: 3 clusters Score -4631110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -4631112.500000 Penalty: 5205.871582
	Iteration 31Q: 3 clusters Score -4631112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -4631116.000000 Penalty: 5205.871582
	Iteration 32Q: 3 clusters Score -4631116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -4631116.500000 Penalty: 5205.871582
	Iteration 33Q: 3 clusters Score -4631116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -4631119.500000 Penalty: 5205.871582
	Iteration 34Q: 3 clusters Score -4631120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -4631121.500000 Penalty: 5205.871582
	Iteration 35Q: 3 clusters Score -4631122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -4631124.500000 Penalty: 5205.871582
	Iteration 36Q: 3 clusters Score -4631124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -4631125.000000 Penalty: 5205.871582
	Iteration 37Q: 3 clusters Score -4631125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -4631130.500000 Penalty: 5205.871582
	Iteration 38Q: 3 clusters Score -4631130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -4631132.500000 Penalty: 5205.871582
	Iteration 39Q: 3 clusters Score -4631132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -4631132.500000 Penalty: 5205.871582
	Iteration 40F: 3 clusters Score -4631132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -113490.718750 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -113490.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111543.335938 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -111543.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -111986.710938 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -111986.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -112336.148438 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -112336.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -112606.843750 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -112606.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -112845.515625 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -112845.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113082.585938 Penalty: 3437.525391
	Iteration 5F: 3 clusters Score -113082.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113371.093750 Penalty: 3437.525391
	Iteration 6F: 3 clusters Score -113371.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113746.617188 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -113746.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -113966.921875 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -113966.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -114007.000000 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -114007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -114027.179688 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -114027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -114034.968750 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -114035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -114034.968750 Penalty: 3437.525391
	Iteration 12F: 3 clusters Score -114035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 16473 members 
Mstep: Class 4 contains 36160 members 
Mstep: Class 5 contains 522 members 
Mstep: Class 6 contains 194785 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 9960 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 14295 members 
Mstep: Class 12 contains 14715 members 
Mstep: Class 13 contains 8569 members 
Mstep: Class 14 contains 27422 members 
Mstep: Class 15 contains 33470 members 
Mstep: Class 16 contains 216085 members 
Mstep: Class 17 contains 72970 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13386 members 
Mstep: Class 20 contains 41507 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 501 members 
Entering Unmasked Estep 
Score: -90804872.000000 Penalty: 76903.515625
Splitting cluster 5 changes total score from -90805704.000000 to -90804872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (194785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194785 members 
Entering Unmasked Estep 
Score: -25421270.000000 Penalty: 3020.553467
	Iteration 0F: 2 clusters Score -2.542127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97715 members 
Mstep: Class 2 contains 97070 members 
Entering Unmasked Estep 
Score: -25297444.000000 Penalty: 6041.106934
	Iteration 0F: 3 clusters Score -2.529744e+07 nChanged 93577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104936 members 
Mstep: Class 2 contains 89849 members 
Entering Unmasked Estep 
Score: -25352186.000000 Penalty: 6041.106934
	Iteration 1F: 3 clusters Score -2.535219e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109795 members 
Mstep: Class 2 contains 84990 members 
Entering Unmasked Estep 
Score: -25354096.000000 Penalty: 6041.106934
	Iteration 2Q: 3 clusters Score -2.53541e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117280 members 
Mstep: Class 2 contains 77505 members 
Entering Unmasked Estep 
Score: -25357490.000000 Penalty: 6041.106934
	Iteration 3Q: 3 clusters Score -2.535749e+07 nChanged 11531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128277 members 
Mstep: Class 2 contains 66508 members 
Entering Unmasked Estep 
Score: -25364050.000000 Penalty: 6041.106934
	Iteration 4F: 3 clusters Score -2.536405e+07 nChanged 15584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143545 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -25375778.000000 Penalty: 6041.106934
	Iteration 5F: 3 clusters Score -2.537578e+07 nChanged 18217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161450 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -25391826.000000 Penalty: 6041.106934
	Iteration 6F: 3 clusters Score -2.539183e+07 nChanged 15863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177049 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -25405980.000000 Penalty: 6041.106934
	Iteration 7F: 3 clusters Score -2.540598e+07 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186328 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -25413794.000000 Penalty: 6041.106934
	Iteration 8Q: 3 clusters Score -2.541379e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190345 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -25417184.000000 Penalty: 6041.106934
	Iteration 9Q: 3 clusters Score -2.541718e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191819 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -25418484.000000 Penalty: 6041.106934
	Iteration 10Q: 3 clusters Score -2.541848e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192385 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -25419004.000000 Penalty: 6041.106934
	Iteration 11Q: 3 clusters Score -2.5419e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192630 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -25419306.000000 Penalty: 6041.106934
	Iteration 12Q: 3 clusters Score -2.541931e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192737 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -25419394.000000 Penalty: 6041.106934
	Iteration 13Q: 3 clusters Score -2.541939e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192805 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -25419466.000000 Penalty: 6041.106934
	Iteration 14Q: 3 clusters Score -2.541947e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192834 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -25419552.000000 Penalty: 6041.106934
	Iteration 15Q: 3 clusters Score -2.541955e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192836 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -25419630.000000 Penalty: 6041.106934
	Iteration 16Q: 3 clusters Score -2.541963e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192830 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -25419630.000000 Penalty: 6041.106934
	Iteration 17Q: 3 clusters Score -2.541963e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192818 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -25419720.000000 Penalty: 6041.106934
	Iteration 18Q: 3 clusters Score -2.541972e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192824 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -25419768.000000 Penalty: 6041.106934
	Iteration 19Q: 3 clusters Score -2.541977e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192817 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -25419810.000000 Penalty: 6041.106934
	Iteration 20F: 3 clusters Score -2.541981e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192809 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -25419846.000000 Penalty: 6041.106934
	Iteration 21Q: 3 clusters Score -2.541985e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192803 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -25419872.000000 Penalty: 6041.106934
	Iteration 22Q: 3 clusters Score -2.541987e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192806 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -25419868.000000 Penalty: 6041.106934
	Iteration 23Q: 3 clusters Score -2.541987e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192805 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -25419886.000000 Penalty: 6041.106934
	Iteration 24Q: 3 clusters Score -2.541989e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192797 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -25419892.000000 Penalty: 6041.106934
	Iteration 25Q: 3 clusters Score -2.541989e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192795 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -25419876.000000 Penalty: 6041.106934
	Iteration 26Q: 3 clusters Score -2.541988e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192792 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -25419906.000000 Penalty: 6041.106934
	Iteration 27Q: 3 clusters Score -2.541991e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192787 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -25419916.000000 Penalty: 6041.106934
	Iteration 28Q: 3 clusters Score -2.541992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192780 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -25419916.000000 Penalty: 6041.106934
	Iteration 29Q: 3 clusters Score -2.541992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192772 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -25419920.000000 Penalty: 6041.106934
	Iteration 30Q: 3 clusters Score -2.541992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192772 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -25419920.000000 Penalty: 6041.106934
	Iteration 31Q: 3 clusters Score -2.541992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192765 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -25419906.000000 Penalty: 6041.106934
	Iteration 32Q: 3 clusters Score -2.541991e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192760 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -25419930.000000 Penalty: 6041.106934
	Iteration 33Q: 3 clusters Score -2.541993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192758 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -25419932.000000 Penalty: 6041.106934
	Iteration 34Q: 3 clusters Score -2.541993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192768 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -25419940.000000 Penalty: 6041.106934
	Iteration 35Q: 3 clusters Score -2.541994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192765 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -25419938.000000 Penalty: 6041.106934
	Iteration 36Q: 3 clusters Score -2.541994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192765 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -25419942.000000 Penalty: 6041.106934
	Iteration 37Q: 3 clusters Score -2.541994e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192764 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -25419944.000000 Penalty: 6041.106934
	Iteration 38Q: 3 clusters Score -2.541994e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192758 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -25419942.000000 Penalty: 6041.106934
	Iteration 39Q: 3 clusters Score -2.541994e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192749 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -25419938.000000 Penalty: 6041.106934
	Iteration 40F: 3 clusters Score -2.541994e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192744 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -25419954.000000 Penalty: 6041.106934
	Iteration 41Q: 3 clusters Score -2.541995e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192738 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -25419950.000000 Penalty: 6041.106934
	Iteration 42Q: 3 clusters Score -2.541995e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192729 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -25419980.000000 Penalty: 6041.106934
	Iteration 43Q: 3 clusters Score -2.541998e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192718 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -25419960.000000 Penalty: 6041.106934
	Iteration 44Q: 3 clusters Score -2.541996e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192716 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -25419932.000000 Penalty: 6041.106934
	Iteration 45Q: 3 clusters Score -2.541993e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192709 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -25419942.000000 Penalty: 6041.106934
	Iteration 46Q: 3 clusters Score -2.541994e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192695 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -25419958.000000 Penalty: 6041.106934
	Iteration 47Q: 3 clusters Score -2.541996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192689 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -25420000.000000 Penalty: 6041.106934
	Iteration 48Q: 3 clusters Score -2.542e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192676 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -25419998.000000 Penalty: 6041.106934
	Iteration 49Q: 3 clusters Score -2.542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192667 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -25419992.000000 Penalty: 6041.106934
	Iteration 50Q: 3 clusters Score -2.541999e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192660 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -25420022.000000 Penalty: 6041.106934
	Iteration 51Q: 3 clusters Score -2.542002e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192650 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -25420062.000000 Penalty: 6041.106934
	Iteration 52Q: 3 clusters Score -2.542006e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192641 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -25420092.000000 Penalty: 6041.106934
	Iteration 53Q: 3 clusters Score -2.542009e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192628 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -25420114.000000 Penalty: 6041.106934
	Iteration 54Q: 3 clusters Score -2.542011e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192621 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -25420136.000000 Penalty: 6041.106934
	Iteration 55Q: 3 clusters Score -2.542014e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192623 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -25420150.000000 Penalty: 6041.106934
	Iteration 56Q: 3 clusters Score -2.542015e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192614 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -25420098.000000 Penalty: 6041.106934
	Iteration 57Q: 3 clusters Score -2.54201e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192609 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -25420148.000000 Penalty: 6041.106934
	Iteration 58Q: 3 clusters Score -2.542015e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192601 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -25420148.000000 Penalty: 6041.106934
	Iteration 59Q: 3 clusters Score -2.542015e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192589 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -25420144.000000 Penalty: 6041.106934
	Iteration 60F: 3 clusters Score -2.542014e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192579 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -25420154.000000 Penalty: 6041.106934
	Iteration 61Q: 3 clusters Score -2.542015e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192572 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -25420144.000000 Penalty: 6041.106934
	Iteration 62Q: 3 clusters Score -2.542014e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192568 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -25420156.000000 Penalty: 6041.106934
	Iteration 63Q: 3 clusters Score -2.542016e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192557 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -25420182.000000 Penalty: 6041.106934
	Iteration 64Q: 3 clusters Score -2.542018e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192541 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -25420200.000000 Penalty: 6041.106934
	Iteration 65Q: 3 clusters Score -2.54202e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192533 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -25420222.000000 Penalty: 6041.106934
	Iteration 66Q: 3 clusters Score -2.542022e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192530 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -25420194.000000 Penalty: 6041.106934
	Iteration 67Q: 3 clusters Score -2.542019e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192529 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -25420224.000000 Penalty: 6041.106934
	Iteration 68Q: 3 clusters Score -2.542022e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192528 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -25420240.000000 Penalty: 6041.106934
	Iteration 69Q: 3 clusters Score -2.542024e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192526 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -25420228.000000 Penalty: 6041.106934
	Iteration 70Q: 3 clusters Score -2.542023e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192516 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -25420274.000000 Penalty: 6041.106934
	Iteration 71Q: 3 clusters Score -2.542027e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192508 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -25420276.000000 Penalty: 6041.106934
	Iteration 72Q: 3 clusters Score -2.542028e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192511 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -25420304.000000 Penalty: 6041.106934
	Iteration 73Q: 3 clusters Score -2.54203e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192506 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -25420326.000000 Penalty: 6041.106934
	Iteration 74Q: 3 clusters Score -2.542033e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192500 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -25420348.000000 Penalty: 6041.106934
	Iteration 75Q: 3 clusters Score -2.542035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192492 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -25420320.000000 Penalty: 6041.106934
	Iteration 76Q: 3 clusters Score -2.542032e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192484 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -25420326.000000 Penalty: 6041.106934
	Iteration 77Q: 3 clusters Score -2.542033e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192470 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -25420358.000000 Penalty: 6041.106934
	Iteration 78Q: 3 clusters Score -2.542036e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192446 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -25420372.000000 Penalty: 6041.106934
	Iteration 79Q: 3 clusters Score -2.542037e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192424 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -25420360.000000 Penalty: 6041.106934
	Iteration 80F: 3 clusters Score -2.542036e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192406 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -25420380.000000 Penalty: 6041.106934
	Iteration 81Q: 3 clusters Score -2.542038e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192387 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -25420400.000000 Penalty: 6041.106934
	Iteration 82Q: 3 clusters Score -2.54204e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192360 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -25420422.000000 Penalty: 6041.106934
	Iteration 83Q: 3 clusters Score -2.542042e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192334 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -25420446.000000 Penalty: 6041.106934
	Iteration 84Q: 3 clusters Score -2.542045e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192306 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -25420452.000000 Penalty: 6041.106934
	Iteration 85Q: 3 clusters Score -2.542045e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192282 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -25420482.000000 Penalty: 6041.106934
	Iteration 86Q: 3 clusters Score -2.542048e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192247 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -25420502.000000 Penalty: 6041.106934
	Iteration 87Q: 3 clusters Score -2.54205e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192205 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -25420500.000000 Penalty: 6041.106934
	Iteration 88Q: 3 clusters Score -2.54205e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192165 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -25420504.000000 Penalty: 6041.106934
	Iteration 89Q: 3 clusters Score -2.54205e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192122 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -25420540.000000 Penalty: 6041.106934
	Iteration 90Q: 3 clusters Score -2.542054e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192087 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -25420558.000000 Penalty: 6041.106934
	Iteration 91Q: 3 clusters Score -2.542056e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192039 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -25420648.000000 Penalty: 6041.106934
	Iteration 92Q: 3 clusters Score -2.542065e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191972 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -25420698.000000 Penalty: 6041.106934
	Iteration 93Q: 3 clusters Score -2.54207e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191890 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -25420794.000000 Penalty: 6041.106934
	Iteration 94Q: 3 clusters Score -2.542079e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191796 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -25420858.000000 Penalty: 6041.106934
	Iteration 95Q: 3 clusters Score -2.542086e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191690 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -25420992.000000 Penalty: 6041.106934
	Iteration 96Q: 3 clusters Score -2.542099e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191552 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -25421068.000000 Penalty: 6041.106934
	Iteration 97Q: 3 clusters Score -2.542107e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191394 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -25421202.000000 Penalty: 6041.106934
	Iteration 98Q: 3 clusters Score -2.54212e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191236 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -25421238.000000 Penalty: 6041.106934
	Iteration 99Q: 3 clusters Score -2.542124e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191097 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -25421366.000000 Penalty: 6041.106934
	Iteration 100F: 3 clusters Score -2.542137e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190900 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -25421460.000000 Penalty: 6041.106934
	Iteration 101Q: 3 clusters Score -2.542146e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190673 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -25421580.000000 Penalty: 6041.106934
	Iteration 102Q: 3 clusters Score -2.542158e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190447 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -25421748.000000 Penalty: 6041.106934
	Iteration 103Q: 3 clusters Score -2.542175e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190229 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -25421854.000000 Penalty: 6041.106934
	Iteration 104Q: 3 clusters Score -2.542185e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189995 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -25421966.000000 Penalty: 6041.106934
	Iteration 105Q: 3 clusters Score -2.542197e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189791 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -25422028.000000 Penalty: 6041.106934
	Iteration 106Q: 3 clusters Score -2.542203e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189605 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -25422138.000000 Penalty: 6041.106934
	Iteration 107Q: 3 clusters Score -2.542214e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189443 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -25422216.000000 Penalty: 6041.106934
	Iteration 108Q: 3 clusters Score -2.542222e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189282 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -25422274.000000 Penalty: 6041.106934
	Iteration 109Q: 3 clusters Score -2.542227e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189151 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -25422314.000000 Penalty: 6041.106934
	Iteration 110Q: 3 clusters Score -2.542231e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189030 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -25422362.000000 Penalty: 6041.106934
	Iteration 111Q: 3 clusters Score -2.542236e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188911 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -25422388.000000 Penalty: 6041.106934
	Iteration 112Q: 3 clusters Score -2.542239e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188791 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -25422444.000000 Penalty: 6041.106934
	Iteration 113Q: 3 clusters Score -2.542244e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188686 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -25422464.000000 Penalty: 6041.106934
	Iteration 114Q: 3 clusters Score -2.542246e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188603 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -25422494.000000 Penalty: 6041.106934
	Iteration 115Q: 3 clusters Score -2.542249e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188529 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -25422504.000000 Penalty: 6041.106934
	Iteration 116Q: 3 clusters Score -2.54225e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188444 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -25422490.000000 Penalty: 6041.106934
	Iteration 117Q: 3 clusters Score -2.542249e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188378 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -25422496.000000 Penalty: 6041.106934
	Iteration 118Q: 3 clusters Score -2.54225e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188326 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -25422460.000000 Penalty: 6041.106934
	Iteration 119Q: 3 clusters Score -2.542246e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188285 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -25422492.000000 Penalty: 6041.106934
	Iteration 120F: 3 clusters Score -2.542249e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188238 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -25422498.000000 Penalty: 6041.106934
	Iteration 121Q: 3 clusters Score -2.54225e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188199 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -25422516.000000 Penalty: 6041.106934
	Iteration 122Q: 3 clusters Score -2.542252e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188151 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -25422536.000000 Penalty: 6041.106934
	Iteration 123Q: 3 clusters Score -2.542254e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188123 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -25422534.000000 Penalty: 6041.106934
	Iteration 124Q: 3 clusters Score -2.542253e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188108 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -25422548.000000 Penalty: 6041.106934
	Iteration 125Q: 3 clusters Score -2.542255e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188084 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -25422522.000000 Penalty: 6041.106934
	Iteration 126Q: 3 clusters Score -2.542252e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188069 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -25422514.000000 Penalty: 6041.106934
	Iteration 127Q: 3 clusters Score -2.542251e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188052 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -25422530.000000 Penalty: 6041.106934
	Iteration 128Q: 3 clusters Score -2.542253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188042 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -25422522.000000 Penalty: 6041.106934
	Iteration 129Q: 3 clusters Score -2.542252e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188037 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -25422526.000000 Penalty: 6041.106934
	Iteration 130Q: 3 clusters Score -2.542253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188037 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -25422542.000000 Penalty: 6041.106934
	Iteration 131Q: 3 clusters Score -2.542254e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188027 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -25422542.000000 Penalty: 6041.106934
	Iteration 132Q: 3 clusters Score -2.542254e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188013 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -25422584.000000 Penalty: 6041.106934
	Iteration 133Q: 3 clusters Score -2.542258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188008 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -25422576.000000 Penalty: 6041.106934
	Iteration 134Q: 3 clusters Score -2.542258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188001 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -25422558.000000 Penalty: 6041.106934
	Iteration 135Q: 3 clusters Score -2.542256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187996 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -25422572.000000 Penalty: 6041.106934
	Iteration 136Q: 3 clusters Score -2.542257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187991 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -25422584.000000 Penalty: 6041.106934
	Iteration 137Q: 3 clusters Score -2.542258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187990 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -25422590.000000 Penalty: 6041.106934
	Iteration 138Q: 3 clusters Score -2.542259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187988 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -25422596.000000 Penalty: 6041.106934
	Iteration 139Q: 3 clusters Score -2.54226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187987 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -25422594.000000 Penalty: 6041.106934
	Iteration 140F: 3 clusters Score -2.542259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187986 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -25422608.000000 Penalty: 6041.106934
	Iteration 141Q: 3 clusters Score -2.542261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187985 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -25422596.000000 Penalty: 6041.106934
	Iteration 142Q: 3 clusters Score -2.54226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187986 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -25422596.000000 Penalty: 6041.106934
	Iteration 143Q: 3 clusters Score -2.54226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187988 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -25422606.000000 Penalty: 6041.106934
	Iteration 144Q: 3 clusters Score -2.542261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187987 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -25422606.000000 Penalty: 6041.106934
	Iteration 145Q: 3 clusters Score -2.542261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187987 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -25422606.000000 Penalty: 6041.106934
	Iteration 146F: 3 clusters Score -2.542261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 16473 members 
Mstep: Class 4 contains 36160 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 187987 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 9960 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 14295 members 
Mstep: Class 12 contains 14715 members 
Mstep: Class 13 contains 8569 members 
Mstep: Class 14 contains 27422 members 
Mstep: Class 15 contains 33470 members 
Mstep: Class 16 contains 216085 members 
Mstep: Class 17 contains 72970 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13386 members 
Mstep: Class 20 contains 41507 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 6798 members 
Entering Unmasked Estep 
Score: -90807200.000000 Penalty: 76903.515625
Splitting cluster 6 changes total score from -90805704.000000 to -90807200.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -39316.960938 Penalty: 1475.759399
	Iteration 0F: 2 clusters Score -39316.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37998.285156 Penalty: 2951.518799
	Iteration 0F: 3 clusters Score -37998.29 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38253.949219 Penalty: 2951.518799
	Iteration 1F: 3 clusters Score -38253.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38425.054688 Penalty: 2951.518799
	Iteration 2F: 3 clusters Score -38425.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38524.210938 Penalty: 2951.518799
	Iteration 3Q: 3 clusters Score -38524.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38563.246094 Penalty: 2951.518799
	Iteration 4Q: 3 clusters Score -38563.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38579.460938 Penalty: 2951.518799
	Iteration 5Q: 3 clusters Score -38579.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38594.652344 Penalty: 2951.518799
	Iteration 6Q: 3 clusters Score -38594.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38622.597656 Penalty: 2951.518799
	Iteration 7Q: 3 clusters Score -38622.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38632.152344 Penalty: 2951.518799
	Iteration 8Q: 3 clusters Score -38632.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38643.535156 Penalty: 2951.518799
	Iteration 9Q: 3 clusters Score -38643.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38654.562500 Penalty: 2951.518799
	Iteration 10Q: 3 clusters Score -38654.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38657.343750 Penalty: 2951.518799
	Iteration 11Q: 3 clusters Score -38657.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38657.343750 Penalty: 2951.518799
	Iteration 12F: 3 clusters Score -38657.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -58547.828125 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -58547.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57065.683594 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -57065.68 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57254.164062 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -57254.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -57291.890625 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -57291.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57299.656250 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -57299.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57300.476562 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -57300.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57302.500000 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -57302.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57302.500000 Penalty: 3064.260254
	Iteration 6F: 3 clusters Score -57302.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Entering Unmasked Estep 
Score: -1322355.750000 Penalty: 2283.170410
	Iteration 0F: 2 clusters Score -1322356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1314672.875000 Penalty: 4566.340820
	Iteration 0F: 3 clusters Score -1314673 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1316838.000000 Penalty: 4566.340820
	Iteration 1F: 3 clusters Score -1316838 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1317104.625000 Penalty: 4566.340820
	Iteration 2F: 3 clusters Score -1317105 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1317252.500000 Penalty: 4566.340820
	Iteration 3Q: 3 clusters Score -1317252 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1317370.500000 Penalty: 4566.340820
	Iteration 4Q: 3 clusters Score -1317370 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1317471.250000 Penalty: 4566.340820
	Iteration 5Q: 3 clusters Score -1317471 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1317534.000000 Penalty: 4566.340820
	Iteration 6Q: 3 clusters Score -1317534 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1317596.500000 Penalty: 4566.340820
	Iteration 7Q: 3 clusters Score -1317596 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1317650.625000 Penalty: 4566.340820
	Iteration 8Q: 3 clusters Score -1317651 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1317699.500000 Penalty: 4566.340820
	Iteration 9Q: 3 clusters Score -1317700 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1317733.250000 Penalty: 4566.340820
	Iteration 10Q: 3 clusters Score -1317733 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1317759.875000 Penalty: 4566.340820
	Iteration 11Q: 3 clusters Score -1317760 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1317793.125000 Penalty: 4566.340820
	Iteration 12Q: 3 clusters Score -1317793 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1317821.250000 Penalty: 4566.340820
	Iteration 13Q: 3 clusters Score -1317821 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1317852.375000 Penalty: 4566.340820
	Iteration 14Q: 3 clusters Score -1317852 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1317881.000000 Penalty: 4566.340820
	Iteration 15Q: 3 clusters Score -1317881 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1317910.875000 Penalty: 4566.340820
	Iteration 16Q: 3 clusters Score -1317911 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1317941.125000 Penalty: 4566.340820
	Iteration 17Q: 3 clusters Score -1317941 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1317966.375000 Penalty: 4566.340820
	Iteration 18Q: 3 clusters Score -1317966 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1317995.625000 Penalty: 4566.340820
	Iteration 19Q: 3 clusters Score -1317996 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1318020.375000 Penalty: 4566.340820
	Iteration 20F: 3 clusters Score -1318020 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1318039.875000 Penalty: 4566.340820
	Iteration 21Q: 3 clusters Score -1318040 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1318070.500000 Penalty: 4566.340820
	Iteration 22Q: 3 clusters Score -1318070 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1318099.000000 Penalty: 4566.340820
	Iteration 23Q: 3 clusters Score -1318099 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1318126.875000 Penalty: 4566.340820
	Iteration 24Q: 3 clusters Score -1318127 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1318147.250000 Penalty: 4566.340820
	Iteration 25Q: 3 clusters Score -1318147 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1318167.875000 Penalty: 4566.340820
	Iteration 26Q: 3 clusters Score -1318168 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1318190.000000 Penalty: 4566.340820
	Iteration 27Q: 3 clusters Score -1318190 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1318209.000000 Penalty: 4566.340820
	Iteration 28Q: 3 clusters Score -1318209 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1318240.750000 Penalty: 4566.340820
	Iteration 29Q: 3 clusters Score -1318241 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1318279.375000 Penalty: 4566.340820
	Iteration 30Q: 3 clusters Score -1318279 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1318325.500000 Penalty: 4566.340820
	Iteration 31Q: 3 clusters Score -1318326 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1318387.375000 Penalty: 4566.340820
	Iteration 32Q: 3 clusters Score -1318387 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1318462.875000 Penalty: 4566.340820
	Iteration 33Q: 3 clusters Score -1318463 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1318554.000000 Penalty: 4566.340820
	Iteration 34Q: 3 clusters Score -1318554 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1318663.625000 Penalty: 4566.340820
	Iteration 35Q: 3 clusters Score -1318664 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1318788.125000 Penalty: 4566.340820
	Iteration 36Q: 3 clusters Score -1318788 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1318929.375000 Penalty: 4566.340820
	Iteration 37Q: 3 clusters Score -1318929 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1319083.500000 Penalty: 4566.340820
	Iteration 38Q: 3 clusters Score -1319084 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1319269.875000 Penalty: 4566.340820
	Iteration 39Q: 3 clusters Score -1319270 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1319460.125000 Penalty: 4566.340820
	Iteration 40F: 3 clusters Score -1319460 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1319633.875000 Penalty: 4566.340820
	Iteration 41Q: 3 clusters Score -1319634 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1319781.500000 Penalty: 4566.340820
	Iteration 42Q: 3 clusters Score -1319782 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1319896.375000 Penalty: 4566.340820
	Iteration 43Q: 3 clusters Score -1319896 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1319997.500000 Penalty: 4566.340820
	Iteration 44Q: 3 clusters Score -1319998 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1320079.750000 Penalty: 4566.340820
	Iteration 45Q: 3 clusters Score -1320080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1320124.500000 Penalty: 4566.340820
	Iteration 46Q: 3 clusters Score -1320124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1320158.500000 Penalty: 4566.340820
	Iteration 47Q: 3 clusters Score -1320158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1320194.625000 Penalty: 4566.340820
	Iteration 48Q: 3 clusters Score -1320195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1320218.375000 Penalty: 4566.340820
	Iteration 49Q: 3 clusters Score -1320218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1320244.000000 Penalty: 4566.340820
	Iteration 50Q: 3 clusters Score -1320244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1320260.125000 Penalty: 4566.340820
	Iteration 51Q: 3 clusters Score -1320260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1320276.875000 Penalty: 4566.340820
	Iteration 52Q: 3 clusters Score -1320277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1320292.000000 Penalty: 4566.340820
	Iteration 53Q: 3 clusters Score -1320292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1320302.250000 Penalty: 4566.340820
	Iteration 54Q: 3 clusters Score -1320302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1320311.625000 Penalty: 4566.340820
	Iteration 55Q: 3 clusters Score -1320312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1320321.500000 Penalty: 4566.340820
	Iteration 56Q: 3 clusters Score -1320322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1320330.500000 Penalty: 4566.340820
	Iteration 57Q: 3 clusters Score -1320330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1320339.500000 Penalty: 4566.340820
	Iteration 58Q: 3 clusters Score -1320340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1320349.125000 Penalty: 4566.340820
	Iteration 59Q: 3 clusters Score -1320349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1320356.125000 Penalty: 4566.340820
	Iteration 60F: 3 clusters Score -1320356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1320362.250000 Penalty: 4566.340820
	Iteration 61Q: 3 clusters Score -1320362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1320374.375000 Penalty: 4566.340820
	Iteration 62Q: 3 clusters Score -1320374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1320381.625000 Penalty: 4566.340820
	Iteration 63Q: 3 clusters Score -1320382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1320385.000000 Penalty: 4566.340820
	Iteration 64Q: 3 clusters Score -1320385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1320387.875000 Penalty: 4566.340820
	Iteration 65Q: 3 clusters Score -1320388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1320389.750000 Penalty: 4566.340820
	Iteration 66Q: 3 clusters Score -1320390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1320389.750000 Penalty: 4566.340820
	Iteration 67F: 3 clusters Score -1320390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -186434.609375 Penalty: 1830.766846
	Iteration 0F: 2 clusters Score -186434.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -184072.609375 Penalty: 3661.533691
	Iteration 0F: 3 clusters Score -184072.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -184487.359375 Penalty: 3661.533691
	Iteration 1F: 3 clusters Score -184487.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -184644.734375 Penalty: 3661.533691
	Iteration 2F: 3 clusters Score -184644.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -184746.578125 Penalty: 3661.533691
	Iteration 3F: 3 clusters Score -184746.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -184841.875000 Penalty: 3661.533691
	Iteration 4Q: 3 clusters Score -184841.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -184890.578125 Penalty: 3661.533691
	Iteration 5Q: 3 clusters Score -184890.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -184915.171875 Penalty: 3661.533691
	Iteration 6Q: 3 clusters Score -184915.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -184935.093750 Penalty: 3661.533691
	Iteration 7Q: 3 clusters Score -184935.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -184946.218750 Penalty: 3661.533691
	Iteration 8Q: 3 clusters Score -184946.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -184954.875000 Penalty: 3661.533691
	Iteration 9Q: 3 clusters Score -184954.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -184962.703125 Penalty: 3661.533691
	Iteration 10Q: 3 clusters Score -184962.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -184970.765625 Penalty: 3661.533691
	Iteration 11Q: 3 clusters Score -184970.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -184979.984375 Penalty: 3661.533691
	Iteration 12Q: 3 clusters Score -184980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -184997.031250 Penalty: 3661.533691
	Iteration 13Q: 3 clusters Score -184997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -185012.734375 Penalty: 3661.533691
	Iteration 14Q: 3 clusters Score -185012.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -185041.968750 Penalty: 3661.533691
	Iteration 15Q: 3 clusters Score -185042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -185062.234375 Penalty: 3661.533691
	Iteration 16Q: 3 clusters Score -185062.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -185071.625000 Penalty: 3661.533691
	Iteration 17Q: 3 clusters Score -185071.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -185084.109375 Penalty: 3661.533691
	Iteration 18Q: 3 clusters Score -185084.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -185102.453125 Penalty: 3661.533691
	Iteration 19Q: 3 clusters Score -185102.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -185114.500000 Penalty: 3661.533691
	Iteration 20F: 3 clusters Score -185114.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -185122.500000 Penalty: 3661.533691
	Iteration 21Q: 3 clusters Score -185122.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -185146.250000 Penalty: 3661.533691
	Iteration 22Q: 3 clusters Score -185146.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -185163.171875 Penalty: 3661.533691
	Iteration 23Q: 3 clusters Score -185163.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -185173.968750 Penalty: 3661.533691
	Iteration 24Q: 3 clusters Score -185174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -185182.281250 Penalty: 3661.533691
	Iteration 25Q: 3 clusters Score -185182.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -185185.562500 Penalty: 3661.533691
	Iteration 26Q: 3 clusters Score -185185.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -185186.875000 Penalty: 3661.533691
	Iteration 27Q: 3 clusters Score -185186.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -185189.062500 Penalty: 3661.533691
	Iteration 28Q: 3 clusters Score -185189.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -185190.390625 Penalty: 3661.533691
	Iteration 29Q: 3 clusters Score -185190.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -185190.390625 Penalty: 3661.533691
	Iteration 30F: 3 clusters Score -185190.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Entering Unmasked Estep 
Score: -1866558.375000 Penalty: 2372.781006
	Iteration 0F: 2 clusters Score -1866558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1856076.250000 Penalty: 4745.562012
	Iteration 0F: 3 clusters Score -1856076 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1859407.000000 Penalty: 4745.562012
	Iteration 1F: 3 clusters Score -1859407 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1859729.250000 Penalty: 4745.562012
	Iteration 2F: 3 clusters Score -1859729 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1860016.750000 Penalty: 4745.562012
	Iteration 3Q: 3 clusters Score -1860017 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1860315.875000 Penalty: 4745.562012
	Iteration 4Q: 3 clusters Score -1860316 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1860603.250000 Penalty: 4745.562012
	Iteration 5Q: 3 clusters Score -1860603 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1860905.500000 Penalty: 4745.562012
	Iteration 6Q: 3 clusters Score -1860906 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1861268.500000 Penalty: 4745.562012
	Iteration 7Q: 3 clusters Score -1861268 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1861759.500000 Penalty: 4745.562012
	Iteration 8F: 3 clusters Score -1861760 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1862358.875000 Penalty: 4745.562012
	Iteration 9F: 3 clusters Score -1862359 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1863002.000000 Penalty: 4745.562012
	Iteration 10F: 3 clusters Score -1863002 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1863590.250000 Penalty: 4745.562012
	Iteration 11Q: 3 clusters Score -1863590 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1864065.500000 Penalty: 4745.562012
	Iteration 12Q: 3 clusters Score -1864066 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1864379.125000 Penalty: 4745.562012
	Iteration 13Q: 3 clusters Score -1864379 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1864528.500000 Penalty: 4745.562012
	Iteration 14Q: 3 clusters Score -1864528 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1864620.000000 Penalty: 4745.562012
	Iteration 15Q: 3 clusters Score -1864620 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1864684.375000 Penalty: 4745.562012
	Iteration 16Q: 3 clusters Score -1864684 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1864742.375000 Penalty: 4745.562012
	Iteration 17Q: 3 clusters Score -1864742 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1864782.625000 Penalty: 4745.562012
	Iteration 18Q: 3 clusters Score -1864783 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1864810.750000 Penalty: 4745.562012
	Iteration 19Q: 3 clusters Score -1864811 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1864835.000000 Penalty: 4745.562012
	Iteration 20F: 3 clusters Score -1864835 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1864853.125000 Penalty: 4745.562012
	Iteration 21Q: 3 clusters Score -1864853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1864865.500000 Penalty: 4745.562012
	Iteration 22Q: 3 clusters Score -1864866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1864885.250000 Penalty: 4745.562012
	Iteration 23Q: 3 clusters Score -1864885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -1864892.875000 Penalty: 4745.562012
	Iteration 24Q: 3 clusters Score -1864893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1864898.875000 Penalty: 4745.562012
	Iteration 25Q: 3 clusters Score -1864899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1864907.875000 Penalty: 4745.562012
	Iteration 26Q: 3 clusters Score -1864908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1864914.875000 Penalty: 4745.562012
	Iteration 27Q: 3 clusters Score -1864915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1864919.625000 Penalty: 4745.562012
	Iteration 28Q: 3 clusters Score -1864920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1864929.000000 Penalty: 4745.562012
	Iteration 29Q: 3 clusters Score -1864929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1864938.750000 Penalty: 4745.562012
	Iteration 30Q: 3 clusters Score -1864939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1864948.375000 Penalty: 4745.562012
	Iteration 31Q: 3 clusters Score -1864948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1864953.375000 Penalty: 4745.562012
	Iteration 32Q: 3 clusters Score -1864953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1864962.250000 Penalty: 4745.562012
	Iteration 33Q: 3 clusters Score -1864962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1864967.250000 Penalty: 4745.562012
	Iteration 34Q: 3 clusters Score -1864967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1864975.875000 Penalty: 4745.562012
	Iteration 35Q: 3 clusters Score -1864976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1864982.375000 Penalty: 4745.562012
	Iteration 36Q: 3 clusters Score -1864982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1864994.875000 Penalty: 4745.562012
	Iteration 37Q: 3 clusters Score -1864995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1865007.375000 Penalty: 4745.562012
	Iteration 38Q: 3 clusters Score -1865007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1865017.750000 Penalty: 4745.562012
	Iteration 39Q: 3 clusters Score -1865018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1865025.375000 Penalty: 4745.562012
	Iteration 40F: 3 clusters Score -1865025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1865033.375000 Penalty: 4745.562012
	Iteration 41Q: 3 clusters Score -1865033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1865046.250000 Penalty: 4745.562012
	Iteration 42Q: 3 clusters Score -1865046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1865057.000000 Penalty: 4745.562012
	Iteration 43Q: 3 clusters Score -1865057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1865072.375000 Penalty: 4745.562012
	Iteration 44Q: 3 clusters Score -1865072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1865080.375000 Penalty: 4745.562012
	Iteration 45Q: 3 clusters Score -1865080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1865090.125000 Penalty: 4745.562012
	Iteration 46Q: 3 clusters Score -1865090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1865106.750000 Penalty: 4745.562012
	Iteration 47Q: 3 clusters Score -1865107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1865130.375000 Penalty: 4745.562012
	Iteration 48Q: 3 clusters Score -1865130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1865161.125000 Penalty: 4745.562012
	Iteration 49Q: 3 clusters Score -1865161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1865208.000000 Penalty: 4745.562012
	Iteration 50Q: 3 clusters Score -1865208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1865230.625000 Penalty: 4745.562012
	Iteration 51Q: 3 clusters Score -1865231 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1865251.875000 Penalty: 4745.562012
	Iteration 52Q: 3 clusters Score -1865252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1865270.125000 Penalty: 4745.562012
	Iteration 53Q: 3 clusters Score -1865270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1865279.625000 Penalty: 4745.562012
	Iteration 54Q: 3 clusters Score -1865280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1865287.000000 Penalty: 4745.562012
	Iteration 55Q: 3 clusters Score -1865287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1865292.875000 Penalty: 4745.562012
	Iteration 56Q: 3 clusters Score -1865293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1865300.750000 Penalty: 4745.562012
	Iteration 57Q: 3 clusters Score -1865301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1865303.500000 Penalty: 4745.562012
	Iteration 58Q: 3 clusters Score -1865304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1865304.375000 Penalty: 4745.562012
	Iteration 59Q: 3 clusters Score -1865304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1865307.500000 Penalty: 4745.562012
	Iteration 60F: 3 clusters Score -1865308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1865309.125000 Penalty: 4745.562012
	Iteration 61Q: 3 clusters Score -1865309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1865315.125000 Penalty: 4745.562012
	Iteration 62Q: 3 clusters Score -1865315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1865321.125000 Penalty: 4745.562012
	Iteration 63Q: 3 clusters Score -1865321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1865331.125000 Penalty: 4745.562012
	Iteration 64Q: 3 clusters Score -1865331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1865334.125000 Penalty: 4745.562012
	Iteration 65Q: 3 clusters Score -1865334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1865336.500000 Penalty: 4745.562012
	Iteration 66Q: 3 clusters Score -1865336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1865337.875000 Penalty: 4745.562012
	Iteration 67Q: 3 clusters Score -1865338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1865345.625000 Penalty: 4745.562012
	Iteration 68Q: 3 clusters Score -1865346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1865353.125000 Penalty: 4745.562012
	Iteration 69Q: 3 clusters Score -1865353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1865351.625000 Penalty: 4745.562012
	Iteration 70Q: 3 clusters Score -1865352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1865353.750000 Penalty: 4745.562012
	Iteration 71Q: 3 clusters Score -1865354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1865357.625000 Penalty: 4745.562012
	Iteration 72Q: 3 clusters Score -1865358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1865356.750000 Penalty: 4745.562012
	Iteration 73Q: 3 clusters Score -1865357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1865356.750000 Penalty: 4745.562012
	Iteration 74F: 3 clusters Score -1865357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Entering Unmasked Estep 
Score: -1930337.000000 Penalty: 2379.962402
	Iteration 0F: 2 clusters Score -1930337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1919761.375000 Penalty: 4759.924805
	Iteration 0F: 3 clusters Score -1919761 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1923069.875000 Penalty: 4759.924805
	Iteration 1F: 3 clusters Score -1923070 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1923427.750000 Penalty: 4759.924805
	Iteration 2F: 3 clusters Score -1923428 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1923679.375000 Penalty: 4759.924805
	Iteration 3Q: 3 clusters Score -1923679 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1923884.000000 Penalty: 4759.924805
	Iteration 4Q: 3 clusters Score -1923884 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1924075.750000 Penalty: 4759.924805
	Iteration 5Q: 3 clusters Score -1924076 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1924290.000000 Penalty: 4759.924805
	Iteration 6Q: 3 clusters Score -1924290 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1924572.625000 Penalty: 4759.924805
	Iteration 7Q: 3 clusters Score -1924573 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1924919.500000 Penalty: 4759.924805
	Iteration 8Q: 3 clusters Score -1924920 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1925342.000000 Penalty: 4759.924805
	Iteration 9Q: 3 clusters Score -1925342 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1925822.000000 Penalty: 4759.924805
	Iteration 10Q: 3 clusters Score -1925822 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1926361.625000 Penalty: 4759.924805
	Iteration 11Q: 3 clusters Score -1926362 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1926934.500000 Penalty: 4759.924805
	Iteration 12Q: 3 clusters Score -1926934 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1927440.625000 Penalty: 4759.924805
	Iteration 13Q: 3 clusters Score -1927441 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1927781.125000 Penalty: 4759.924805
	Iteration 14Q: 3 clusters Score -1927781 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1927978.250000 Penalty: 4759.924805
	Iteration 15Q: 3 clusters Score -1927978 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1928099.625000 Penalty: 4759.924805
	Iteration 16Q: 3 clusters Score -1928100 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1928177.375000 Penalty: 4759.924805
	Iteration 17Q: 3 clusters Score -1928177 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1928223.750000 Penalty: 4759.924805
	Iteration 18Q: 3 clusters Score -1928224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1928260.625000 Penalty: 4759.924805
	Iteration 19Q: 3 clusters Score -1928261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1928275.625000 Penalty: 4759.924805
	Iteration 20F: 3 clusters Score -1928276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1928277.375000 Penalty: 4759.924805
	Iteration 21Q: 3 clusters Score -1928277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1928282.875000 Penalty: 4759.924805
	Iteration 22Q: 3 clusters Score -1928283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1928292.500000 Penalty: 4759.924805
	Iteration 23Q: 3 clusters Score -1928292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1928295.375000 Penalty: 4759.924805
	Iteration 24Q: 3 clusters Score -1928295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1928299.000000 Penalty: 4759.924805
	Iteration 25Q: 3 clusters Score -1928299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1928299.875000 Penalty: 4759.924805
	Iteration 26Q: 3 clusters Score -1928300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1928300.500000 Penalty: 4759.924805
	Iteration 27Q: 3 clusters Score -1928300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1928299.250000 Penalty: 4759.924805
	Iteration 28Q: 3 clusters Score -1928299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1928299.250000 Penalty: 4759.924805
	Iteration 29F: 3 clusters Score -1928299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Entering Unmasked Estep 
Score: -1076003.000000 Penalty: 2245.864746
	Iteration 0F: 2 clusters Score -1076003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1069242.125000 Penalty: 4491.729492
	Iteration 0F: 3 clusters Score -1069242 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1071173.125000 Penalty: 4491.729492
	Iteration 1F: 3 clusters Score -1071173 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1071569.750000 Penalty: 4491.729492
	Iteration 2F: 3 clusters Score -1071570 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1071985.500000 Penalty: 4491.729492
	Iteration 3F: 3 clusters Score -1071986 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1072331.500000 Penalty: 4491.729492
	Iteration 4F: 3 clusters Score -1072332 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1072640.750000 Penalty: 4491.729492
	Iteration 5F: 3 clusters Score -1072641 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1072950.250000 Penalty: 4491.729492
	Iteration 6F: 3 clusters Score -1072950 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1073253.125000 Penalty: 4491.729492
	Iteration 7F: 3 clusters Score -1073253 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1073510.625000 Penalty: 4491.729492
	Iteration 8F: 3 clusters Score -1073511 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1073714.875000 Penalty: 4491.729492
	Iteration 9Q: 3 clusters Score -1073715 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1073894.125000 Penalty: 4491.729492
	Iteration 10Q: 3 clusters Score -1073894 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1074037.500000 Penalty: 4491.729492
	Iteration 11Q: 3 clusters Score -1074038 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1074147.625000 Penalty: 4491.729492
	Iteration 12Q: 3 clusters Score -1074148 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1074246.000000 Penalty: 4491.729492
	Iteration 13Q: 3 clusters Score -1074246 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1074330.250000 Penalty: 4491.729492
	Iteration 14Q: 3 clusters Score -1074330 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1074396.250000 Penalty: 4491.729492
	Iteration 15Q: 3 clusters Score -1074396 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1074445.750000 Penalty: 4491.729492
	Iteration 16Q: 3 clusters Score -1074446 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1074483.000000 Penalty: 4491.729492
	Iteration 17Q: 3 clusters Score -1074483 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1074522.500000 Penalty: 4491.729492
	Iteration 18Q: 3 clusters Score -1074522 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1074556.500000 Penalty: 4491.729492
	Iteration 19Q: 3 clusters Score -1074556 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1074586.875000 Penalty: 4491.729492
	Iteration 20F: 3 clusters Score -1074587 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1074625.000000 Penalty: 4491.729492
	Iteration 21Q: 3 clusters Score -1074625 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1074655.750000 Penalty: 4491.729492
	Iteration 22Q: 3 clusters Score -1074656 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1074689.375000 Penalty: 4491.729492
	Iteration 23Q: 3 clusters Score -1074689 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1074714.125000 Penalty: 4491.729492
	Iteration 24Q: 3 clusters Score -1074714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1074733.250000 Penalty: 4491.729492
	Iteration 25Q: 3 clusters Score -1074733 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1074751.500000 Penalty: 4491.729492
	Iteration 26Q: 3 clusters Score -1074752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1074764.500000 Penalty: 4491.729492
	Iteration 27Q: 3 clusters Score -1074764 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1074783.000000 Penalty: 4491.729492
	Iteration 28Q: 3 clusters Score -1074783 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1074798.500000 Penalty: 4491.729492
	Iteration 29Q: 3 clusters Score -1074798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1074812.250000 Penalty: 4491.729492
	Iteration 30Q: 3 clusters Score -1074812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1074825.875000 Penalty: 4491.729492
	Iteration 31Q: 3 clusters Score -1074826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1074839.125000 Penalty: 4491.729492
	Iteration 32Q: 3 clusters Score -1074839 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1074859.750000 Penalty: 4491.729492
	Iteration 33Q: 3 clusters Score -1074860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1074870.625000 Penalty: 4491.729492
	Iteration 34Q: 3 clusters Score -1074871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1074883.750000 Penalty: 4491.729492
	Iteration 35Q: 3 clusters Score -1074884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1074895.250000 Penalty: 4491.729492
	Iteration 36Q: 3 clusters Score -1074895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1074906.000000 Penalty: 4491.729492
	Iteration 37Q: 3 clusters Score -1074906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1074918.375000 Penalty: 4491.729492
	Iteration 38Q: 3 clusters Score -1074918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1074924.750000 Penalty: 4491.729492
	Iteration 39Q: 3 clusters Score -1074925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1074928.875000 Penalty: 4491.729492
	Iteration 40F: 3 clusters Score -1074929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1074930.875000 Penalty: 4491.729492
	Iteration 41Q: 3 clusters Score -1074931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1074936.125000 Penalty: 4491.729492
	Iteration 42Q: 3 clusters Score -1074936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1074944.500000 Penalty: 4491.729492
	Iteration 43Q: 3 clusters Score -1074944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1074953.875000 Penalty: 4491.729492
	Iteration 44Q: 3 clusters Score -1074954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1074959.625000 Penalty: 4491.729492
	Iteration 45Q: 3 clusters Score -1074960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1074963.000000 Penalty: 4491.729492
	Iteration 46Q: 3 clusters Score -1074963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1074968.000000 Penalty: 4491.729492
	Iteration 47Q: 3 clusters Score -1074968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1074974.750000 Penalty: 4491.729492
	Iteration 48Q: 3 clusters Score -1074975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1074973.875000 Penalty: 4491.729492
	Iteration 49Q: 3 clusters Score -1074974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1074978.500000 Penalty: 4491.729492
	Iteration 50Q: 3 clusters Score -1074978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1074982.750000 Penalty: 4491.729492
	Iteration 51Q: 3 clusters Score -1074983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1074981.250000 Penalty: 4491.729492
	Iteration 52Q: 3 clusters Score -1074981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1074982.000000 Penalty: 4491.729492
	Iteration 53Q: 3 clusters Score -1074982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1074984.000000 Penalty: 4491.729492
	Iteration 54Q: 3 clusters Score -1074984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1074985.375000 Penalty: 4491.729492
	Iteration 55Q: 3 clusters Score -1074985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1074988.125000 Penalty: 4491.729492
	Iteration 56Q: 3 clusters Score -1074988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1074988.125000 Penalty: 4491.729492
	Iteration 57Q: 3 clusters Score -1074988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1074987.625000 Penalty: 4491.729492
	Iteration 58Q: 3 clusters Score -1074988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1074989.375000 Penalty: 4491.729492
	Iteration 59Q: 3 clusters Score -1074989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1074990.125000 Penalty: 4491.729492
	Iteration 60F: 3 clusters Score -1074990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1074992.000000 Penalty: 4491.729492
	Iteration 61Q: 3 clusters Score -1074992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1074991.875000 Penalty: 4491.729492
	Iteration 62Q: 3 clusters Score -1074992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1074992.000000 Penalty: 4491.729492
	Iteration 63Q: 3 clusters Score -1074992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1074991.500000 Penalty: 4491.729492
	Iteration 64Q: 3 clusters Score -1074992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1074993.000000 Penalty: 4491.729492
	Iteration 65Q: 3 clusters Score -1074993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1074992.750000 Penalty: 4491.729492
	Iteration 66Q: 3 clusters Score -1074993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1074994.250000 Penalty: 4491.729492
	Iteration 67Q: 3 clusters Score -1074994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1074994.500000 Penalty: 4491.729492
	Iteration 68Q: 3 clusters Score -1074994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1074996.375000 Penalty: 4491.729492
	Iteration 69Q: 3 clusters Score -1074996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1074997.625000 Penalty: 4491.729492
	Iteration 70Q: 3 clusters Score -1074998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1074998.750000 Penalty: 4491.729492
	Iteration 71Q: 3 clusters Score -1074999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1074998.000000 Penalty: 4491.729492
	Iteration 72Q: 3 clusters Score -1074998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1074998.125000 Penalty: 4491.729492
	Iteration 73Q: 3 clusters Score -1074998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1075000.000000 Penalty: 4491.729492
	Iteration 74Q: 3 clusters Score -1075000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1075000.375000 Penalty: 4491.729492
	Iteration 75Q: 3 clusters Score -1075000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1075000.875000 Penalty: 4491.729492
	Iteration 76Q: 3 clusters Score -1075001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1075000.875000 Penalty: 4491.729492
	Iteration 77F: 3 clusters Score -1075001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Entering Unmasked Estep 
Score: -3299340.750000 Penalty: 2534.336914
	Iteration 0F: 2 clusters Score -3299341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3280474.750000 Penalty: 5068.673828
	Iteration 0F: 3 clusters Score -3280475 nChanged 12249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -3287215.250000 Penalty: 5068.673828
	Iteration 1F: 3 clusters Score -3287215 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3287923.500000 Penalty: 5068.673828
	Iteration 2F: 3 clusters Score -3287924 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3288609.250000 Penalty: 5068.673828
	Iteration 3F: 3 clusters Score -3288609 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -3289440.500000 Penalty: 5068.673828
	Iteration 4F: 3 clusters Score -3289440 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -3290409.750000 Penalty: 5068.673828
	Iteration 5F: 3 clusters Score -3290410 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -3291607.500000 Penalty: 5068.673828
	Iteration 6F: 3 clusters Score -3291608 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -3292961.500000 Penalty: 5068.673828
	Iteration 7F: 3 clusters Score -3292962 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -3294218.000000 Penalty: 5068.673828
	Iteration 8F: 3 clusters Score -3294218 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -3295186.500000 Penalty: 5068.673828
	Iteration 9Q: 3 clusters Score -3295186 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -3295886.000000 Penalty: 5068.673828
	Iteration 10Q: 3 clusters Score -3295886 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -3296307.250000 Penalty: 5068.673828
	Iteration 11Q: 3 clusters Score -3296307 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3296611.000000 Penalty: 5068.673828
	Iteration 12Q: 3 clusters Score -3296611 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3296816.750000 Penalty: 5068.673828
	Iteration 13Q: 3 clusters Score -3296817 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -3296961.750000 Penalty: 5068.673828
	Iteration 14Q: 3 clusters Score -3296962 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -3297075.250000 Penalty: 5068.673828
	Iteration 15Q: 3 clusters Score -3297075 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -3297197.250000 Penalty: 5068.673828
	Iteration 16Q: 3 clusters Score -3297197 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -3297311.250000 Penalty: 5068.673828
	Iteration 17Q: 3 clusters Score -3297311 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -3297391.000000 Penalty: 5068.673828
	Iteration 18Q: 3 clusters Score -3297391 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -3297445.500000 Penalty: 5068.673828
	Iteration 19Q: 3 clusters Score -3297446 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -3297480.500000 Penalty: 5068.673828
	Iteration 20F: 3 clusters Score -3297480 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3297515.500000 Penalty: 5068.673828
	Iteration 21Q: 3 clusters Score -3297516 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -3297531.000000 Penalty: 5068.673828
	Iteration 22Q: 3 clusters Score -3297531 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3297542.250000 Penalty: 5068.673828
	Iteration 23Q: 3 clusters Score -3297542 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -3297566.000000 Penalty: 5068.673828
	Iteration 24Q: 3 clusters Score -3297566 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -3297594.250000 Penalty: 5068.673828
	Iteration 25Q: 3 clusters Score -3297594 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -3297600.000000 Penalty: 5068.673828
	Iteration 26Q: 3 clusters Score -3297600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -3297624.000000 Penalty: 5068.673828
	Iteration 27Q: 3 clusters Score -3297624 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -3297625.500000 Penalty: 5068.673828
	Iteration 28Q: 3 clusters Score -3297626 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -3297639.250000 Penalty: 5068.673828
	Iteration 29Q: 3 clusters Score -3297639 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -3297646.500000 Penalty: 5068.673828
	Iteration 30Q: 3 clusters Score -3297646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -3297666.250000 Penalty: 5068.673828
	Iteration 31Q: 3 clusters Score -3297666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3297675.500000 Penalty: 5068.673828
	Iteration 32Q: 3 clusters Score -3297676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -3297698.500000 Penalty: 5068.673828
	Iteration 33Q: 3 clusters Score -3297698 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -3297718.000000 Penalty: 5068.673828
	Iteration 34Q: 3 clusters Score -3297718 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3297727.000000 Penalty: 5068.673828
	Iteration 35Q: 3 clusters Score -3297727 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -3297728.500000 Penalty: 5068.673828
	Iteration 36Q: 3 clusters Score -3297728 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -3297743.500000 Penalty: 5068.673828
	Iteration 37Q: 3 clusters Score -3297744 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -3297755.500000 Penalty: 5068.673828
	Iteration 38Q: 3 clusters Score -3297756 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3297759.250000 Penalty: 5068.673828
	Iteration 39Q: 3 clusters Score -3297759 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -3297779.250000 Penalty: 5068.673828
	Iteration 40F: 3 clusters Score -3297779 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3297794.000000 Penalty: 5068.673828
	Iteration 41Q: 3 clusters Score -3297794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -3297803.250000 Penalty: 5068.673828
	Iteration 42Q: 3 clusters Score -3297803 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3297812.500000 Penalty: 5068.673828
	Iteration 43Q: 3 clusters Score -3297812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3297823.750000 Penalty: 5068.673828
	Iteration 44Q: 3 clusters Score -3297824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3297834.750000 Penalty: 5068.673828
	Iteration 45Q: 3 clusters Score -3297835 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3297842.750000 Penalty: 5068.673828
	Iteration 46Q: 3 clusters Score -3297843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -3297861.500000 Penalty: 5068.673828
	Iteration 47Q: 3 clusters Score -3297862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -3297872.750000 Penalty: 5068.673828
	Iteration 48Q: 3 clusters Score -3297873 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3297884.250000 Penalty: 5068.673828
	Iteration 49Q: 3 clusters Score -3297884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3297886.750000 Penalty: 5068.673828
	Iteration 50Q: 3 clusters Score -3297887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -3297892.750000 Penalty: 5068.673828
	Iteration 51Q: 3 clusters Score -3297893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3297889.000000 Penalty: 5068.673828
	Iteration 52Q: 3 clusters Score -3297889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3297893.250000 Penalty: 5068.673828
	Iteration 53Q: 3 clusters Score -3297893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3297890.750000 Penalty: 5068.673828
	Iteration 54Q: 3 clusters Score -3297891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -3297893.250000 Penalty: 5068.673828
	Iteration 55Q: 3 clusters Score -3297893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3297900.750000 Penalty: 5068.673828
	Iteration 56Q: 3 clusters Score -3297901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -3297905.250000 Penalty: 5068.673828
	Iteration 57Q: 3 clusters Score -3297905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3297906.500000 Penalty: 5068.673828
	Iteration 58Q: 3 clusters Score -3297906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -3297908.250000 Penalty: 5068.673828
	Iteration 59Q: 3 clusters Score -3297908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3297913.000000 Penalty: 5068.673828
	Iteration 60F: 3 clusters Score -3297913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -3297918.250000 Penalty: 5068.673828
	Iteration 61Q: 3 clusters Score -3297918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3297920.000000 Penalty: 5068.673828
	Iteration 62Q: 3 clusters Score -3297920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3297921.000000 Penalty: 5068.673828
	Iteration 63Q: 3 clusters Score -3297921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3297920.750000 Penalty: 5068.673828
	Iteration 64Q: 3 clusters Score -3297921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -3297927.000000 Penalty: 5068.673828
	Iteration 65Q: 3 clusters Score -3297927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -3297929.000000 Penalty: 5068.673828
	Iteration 66Q: 3 clusters Score -3297929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -3297928.250000 Penalty: 5068.673828
	Iteration 67Q: 3 clusters Score -3297928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3297931.000000 Penalty: 5068.673828
	Iteration 68Q: 3 clusters Score -3297931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -3297930.500000 Penalty: 5068.673828
	Iteration 69Q: 3 clusters Score -3297930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -3297931.000000 Penalty: 5068.673828
	Iteration 70Q: 3 clusters Score -3297931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -3297931.000000 Penalty: 5068.673828
	Iteration 71F: 3 clusters Score -3297931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Entering Unmasked Estep 
Score: -4182258.250000 Penalty: 2583.764404
	Iteration 0F: 2 clusters Score -4182258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -4159397.750000 Penalty: 5167.528809
	Iteration 0F: 3 clusters Score -4159398 nChanged 15240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -4167779.500000 Penalty: 5167.528809
	Iteration 1F: 3 clusters Score -4167780 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -4168727.750000 Penalty: 5167.528809
	Iteration 2F: 3 clusters Score -4168728 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -4170179.750000 Penalty: 5167.528809
	Iteration 3F: 3 clusters Score -4170180 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -4172115.750000 Penalty: 5167.528809
	Iteration 4F: 3 clusters Score -4172116 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -4174108.250000 Penalty: 5167.528809
	Iteration 5F: 3 clusters Score -4174108 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -4175694.750000 Penalty: 5167.528809
	Iteration 6F: 3 clusters Score -4175695 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -4176773.500000 Penalty: 5167.528809
	Iteration 7F: 3 clusters Score -4176774 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -4177519.250000 Penalty: 5167.528809
	Iteration 8Q: 3 clusters Score -4177519 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -4178139.750000 Penalty: 5167.528809
	Iteration 9Q: 3 clusters Score -4178140 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -4178711.250000 Penalty: 5167.528809
	Iteration 10Q: 3 clusters Score -4178711 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -4179244.500000 Penalty: 5167.528809
	Iteration 11Q: 3 clusters Score -4179244 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -4179677.500000 Penalty: 5167.528809
	Iteration 12Q: 3 clusters Score -4179678 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -4180037.750000 Penalty: 5167.528809
	Iteration 13Q: 3 clusters Score -4180038 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -4180261.250000 Penalty: 5167.528809
	Iteration 14Q: 3 clusters Score -4180261 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -4180445.750000 Penalty: 5167.528809
	Iteration 15Q: 3 clusters Score -4180446 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4180539.000000 Penalty: 5167.528809
	Iteration 16Q: 3 clusters Score -4180539 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4180619.000000 Penalty: 5167.528809
	Iteration 17Q: 3 clusters Score -4180619 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4180701.250000 Penalty: 5167.528809
	Iteration 18Q: 3 clusters Score -4180701 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4180773.000000 Penalty: 5167.528809
	Iteration 19Q: 3 clusters Score -4180773 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4180864.500000 Penalty: 5167.528809
	Iteration 20F: 3 clusters Score -4180864 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4181069.500000 Penalty: 5167.528809
	Iteration 21Q: 3 clusters Score -4181070 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4181235.250000 Penalty: 5167.528809
	Iteration 22Q: 3 clusters Score -4181235 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4181311.000000 Penalty: 5167.528809
	Iteration 23Q: 3 clusters Score -4181311 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4181357.750000 Penalty: 5167.528809
	Iteration 24Q: 3 clusters Score -4181358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4181373.000000 Penalty: 5167.528809
	Iteration 25Q: 3 clusters Score -4181373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4181385.500000 Penalty: 5167.528809
	Iteration 26Q: 3 clusters Score -4181386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4181390.250000 Penalty: 5167.528809
	Iteration 27Q: 3 clusters Score -4181390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4181400.750000 Penalty: 5167.528809
	Iteration 28Q: 3 clusters Score -4181401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4181400.250000 Penalty: 5167.528809
	Iteration 29Q: 3 clusters Score -4181400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4181409.000000 Penalty: 5167.528809
	Iteration 30Q: 3 clusters Score -4181409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4181406.750000 Penalty: 5167.528809
	Iteration 31Q: 3 clusters Score -4181407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4181405.750000 Penalty: 5167.528809
	Iteration 32Q: 3 clusters Score -4181406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4181413.250000 Penalty: 5167.528809
	Iteration 33Q: 3 clusters Score -4181413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4181414.250000 Penalty: 5167.528809
	Iteration 34Q: 3 clusters Score -4181414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4181413.750000 Penalty: 5167.528809
	Iteration 35Q: 3 clusters Score -4181414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4181413.750000 Penalty: 5167.528809
	Iteration 36Q: 3 clusters Score -4181414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4181410.000000 Penalty: 5167.528809
	Iteration 37Q: 3 clusters Score -4181410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4181410.750000 Penalty: 5167.528809
	Iteration 38Q: 3 clusters Score -4181411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4181410.750000 Penalty: 5167.528809
	Iteration 39F: 3 clusters Score -4181411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (216085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216085 members 
Entering Unmasked Estep 
Score: -28076526.000000 Penalty: 3046.290039
	Iteration 0F: 2 clusters Score -2.807653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108015 members 
Mstep: Class 2 contains 108070 members 
Entering Unmasked Estep 
Score: -27940176.000000 Penalty: 6092.580078
	Iteration 0F: 3 clusters Score -2.794018e+07 nChanged 104297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105506 members 
Mstep: Class 2 contains 110579 members 
Entering Unmasked Estep 
Score: -28002134.000000 Penalty: 6092.580078
	Iteration 1F: 3 clusters Score -2.800213e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103381 members 
Mstep: Class 2 contains 112704 members 
Entering Unmasked Estep 
Score: -28004714.000000 Penalty: 6092.580078
	Iteration 2Q: 3 clusters Score -2.800471e+07 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100241 members 
Mstep: Class 2 contains 115844 members 
Entering Unmasked Estep 
Score: -28009166.000000 Penalty: 6092.580078
	Iteration 3Q: 3 clusters Score -2.800917e+07 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95649 members 
Mstep: Class 2 contains 120436 members 
Entering Unmasked Estep 
Score: -28015982.000000 Penalty: 6092.580078
	Iteration 4F: 3 clusters Score -2.801598e+07 nChanged 14507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89270 members 
Mstep: Class 2 contains 126815 members 
Entering Unmasked Estep 
Score: -28025442.000000 Penalty: 6092.580078
	Iteration 5F: 3 clusters Score -2.802544e+07 nChanged 15983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81367 members 
Mstep: Class 2 contains 134718 members 
Entering Unmasked Estep 
Score: -28037534.000000 Penalty: 6092.580078
	Iteration 6F: 3 clusters Score -2.803753e+07 nChanged 15426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73415 members 
Mstep: Class 2 contains 142670 members 
Entering Unmasked Estep 
Score: -28049178.000000 Penalty: 6092.580078
	Iteration 7F: 3 clusters Score -2.804918e+07 nChanged 12456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67219 members 
Mstep: Class 2 contains 148866 members 
Entering Unmasked Estep 
Score: -28057780.000000 Penalty: 6092.580078
	Iteration 8F: 3 clusters Score -2.805778e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 153418 members 
Entering Unmasked Estep 
Score: -28062836.000000 Penalty: 6092.580078
	Iteration 9Q: 3 clusters Score -2.806284e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 156971 members 
Entering Unmasked Estep 
Score: -28065186.000000 Penalty: 6092.580078
	Iteration 10Q: 3 clusters Score -2.806519e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 160216 members 
Entering Unmasked Estep 
Score: -28066268.000000 Penalty: 6092.580078
	Iteration 11Q: 3 clusters Score -2.806627e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 163210 members 
Entering Unmasked Estep 
Score: -28067206.000000 Penalty: 6092.580078
	Iteration 12Q: 3 clusters Score -2.806721e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 166096 members 
Entering Unmasked Estep 
Score: -28067922.000000 Penalty: 6092.580078
	Iteration 13Q: 3 clusters Score -2.806792e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 168867 members 
Entering Unmasked Estep 
Score: -28068746.000000 Penalty: 6092.580078
	Iteration 14Q: 3 clusters Score -2.806875e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 171503 members 
Entering Unmasked Estep 
Score: -28069462.000000 Penalty: 6092.580078
	Iteration 15Q: 3 clusters Score -2.806946e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 174103 members 
Entering Unmasked Estep 
Score: -28070144.000000 Penalty: 6092.580078
	Iteration 16Q: 3 clusters Score -2.807014e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 176620 members 
Entering Unmasked Estep 
Score: -28070908.000000 Penalty: 6092.580078
	Iteration 17Q: 3 clusters Score -2.807091e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 178976 members 
Entering Unmasked Estep 
Score: -28071528.000000 Penalty: 6092.580078
	Iteration 18Q: 3 clusters Score -2.807153e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 181293 members 
Entering Unmasked Estep 
Score: -28072090.000000 Penalty: 6092.580078
	Iteration 19Q: 3 clusters Score -2.807209e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 183540 members 
Entering Unmasked Estep 
Score: -28072688.000000 Penalty: 6092.580078
	Iteration 20F: 3 clusters Score -2.807269e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 185620 members 
Entering Unmasked Estep 
Score: -28073220.000000 Penalty: 6092.580078
	Iteration 21Q: 3 clusters Score -2.807322e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 187546 members 
Entering Unmasked Estep 
Score: -28073710.000000 Penalty: 6092.580078
	Iteration 22Q: 3 clusters Score -2.807371e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 189248 members 
Entering Unmasked Estep 
Score: -28074014.000000 Penalty: 6092.580078
	Iteration 23Q: 3 clusters Score -2.807401e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 190828 members 
Entering Unmasked Estep 
Score: -28074372.000000 Penalty: 6092.580078
	Iteration 24Q: 3 clusters Score -2.807437e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 192242 members 
Entering Unmasked Estep 
Score: -28074552.000000 Penalty: 6092.580078
	Iteration 25Q: 3 clusters Score -2.807455e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 193523 members 
Entering Unmasked Estep 
Score: -28074718.000000 Penalty: 6092.580078
	Iteration 26Q: 3 clusters Score -2.807472e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 194744 members 
Entering Unmasked Estep 
Score: -28074822.000000 Penalty: 6092.580078
	Iteration 27Q: 3 clusters Score -2.807482e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 195868 members 
Entering Unmasked Estep 
Score: -28075072.000000 Penalty: 6092.580078
	Iteration 28Q: 3 clusters Score -2.807507e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 196892 members 
Entering Unmasked Estep 
Score: -28075266.000000 Penalty: 6092.580078
	Iteration 29Q: 3 clusters Score -2.807527e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 197845 members 
Entering Unmasked Estep 
Score: -28075386.000000 Penalty: 6092.580078
	Iteration 30Q: 3 clusters Score -2.807539e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 198724 members 
Entering Unmasked Estep 
Score: -28075382.000000 Penalty: 6092.580078
	Iteration 31Q: 3 clusters Score -2.807538e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 199516 members 
Entering Unmasked Estep 
Score: -28075290.000000 Penalty: 6092.580078
	Iteration 32Q: 3 clusters Score -2.807529e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 200238 members 
Entering Unmasked Estep 
Score: -28075318.000000 Penalty: 6092.580078
	Iteration 33Q: 3 clusters Score -2.807532e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 200940 members 
Entering Unmasked Estep 
Score: -28075378.000000 Penalty: 6092.580078
	Iteration 34Q: 3 clusters Score -2.807538e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 201584 members 
Entering Unmasked Estep 
Score: -28075342.000000 Penalty: 6092.580078
	Iteration 35Q: 3 clusters Score -2.807534e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 202219 members 
Entering Unmasked Estep 
Score: -28075416.000000 Penalty: 6092.580078
	Iteration 36Q: 3 clusters Score -2.807542e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 202837 members 
Entering Unmasked Estep 
Score: -28075424.000000 Penalty: 6092.580078
	Iteration 37Q: 3 clusters Score -2.807542e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 203476 members 
Entering Unmasked Estep 
Score: -28075432.000000 Penalty: 6092.580078
	Iteration 38Q: 3 clusters Score -2.807543e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 204055 members 
Entering Unmasked Estep 
Score: -28075396.000000 Penalty: 6092.580078
	Iteration 39Q: 3 clusters Score -2.80754e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 204599 members 
Entering Unmasked Estep 
Score: -28075450.000000 Penalty: 6092.580078
	Iteration 40F: 3 clusters Score -2.807545e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 205102 members 
Entering Unmasked Estep 
Score: -28075504.000000 Penalty: 6092.580078
	Iteration 41Q: 3 clusters Score -2.80755e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 205532 members 
Entering Unmasked Estep 
Score: -28075456.000000 Penalty: 6092.580078
	Iteration 42Q: 3 clusters Score -2.807546e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 205962 members 
Entering Unmasked Estep 
Score: -28075546.000000 Penalty: 6092.580078
	Iteration 43Q: 3 clusters Score -2.807555e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 206382 members 
Entering Unmasked Estep 
Score: -28075590.000000 Penalty: 6092.580078
	Iteration 44Q: 3 clusters Score -2.807559e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 206755 members 
Entering Unmasked Estep 
Score: -28075584.000000 Penalty: 6092.580078
	Iteration 45Q: 3 clusters Score -2.807558e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 207146 members 
Entering Unmasked Estep 
Score: -28075618.000000 Penalty: 6092.580078
	Iteration 46Q: 3 clusters Score -2.807562e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 207508 members 
Entering Unmasked Estep 
Score: -28075564.000000 Penalty: 6092.580078
	Iteration 47Q: 3 clusters Score -2.807556e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 207809 members 
Entering Unmasked Estep 
Score: -28075586.000000 Penalty: 6092.580078
	Iteration 48Q: 3 clusters Score -2.807559e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 208090 members 
Entering Unmasked Estep 
Score: -28075558.000000 Penalty: 6092.580078
	Iteration 49Q: 3 clusters Score -2.807556e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 208361 members 
Entering Unmasked Estep 
Score: -28075556.000000 Penalty: 6092.580078
	Iteration 50Q: 3 clusters Score -2.807556e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 208650 members 
Entering Unmasked Estep 
Score: -28075584.000000 Penalty: 6092.580078
	Iteration 51Q: 3 clusters Score -2.807558e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 208894 members 
Entering Unmasked Estep 
Score: -28075602.000000 Penalty: 6092.580078
	Iteration 52Q: 3 clusters Score -2.80756e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 209121 members 
Entering Unmasked Estep 
Score: -28075604.000000 Penalty: 6092.580078
	Iteration 53Q: 3 clusters Score -2.80756e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 209341 members 
Entering Unmasked Estep 
Score: -28075624.000000 Penalty: 6092.580078
	Iteration 54Q: 3 clusters Score -2.807562e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 209566 members 
Entering Unmasked Estep 
Score: -28075686.000000 Penalty: 6092.580078
	Iteration 55Q: 3 clusters Score -2.807569e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 209800 members 
Entering Unmasked Estep 
Score: -28075690.000000 Penalty: 6092.580078
	Iteration 56Q: 3 clusters Score -2.807569e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 210017 members 
Entering Unmasked Estep 
Score: -28075664.000000 Penalty: 6092.580078
	Iteration 57Q: 3 clusters Score -2.807566e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 210225 members 
Entering Unmasked Estep 
Score: -28075678.000000 Penalty: 6092.580078
	Iteration 58Q: 3 clusters Score -2.807568e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 210395 members 
Entering Unmasked Estep 
Score: -28075718.000000 Penalty: 6092.580078
	Iteration 59Q: 3 clusters Score -2.807572e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 210556 members 
Entering Unmasked Estep 
Score: -28075674.000000 Penalty: 6092.580078
	Iteration 60F: 3 clusters Score -2.807567e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 210697 members 
Entering Unmasked Estep 
Score: -28075616.000000 Penalty: 6092.580078
	Iteration 61Q: 3 clusters Score -2.807562e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 210845 members 
Entering Unmasked Estep 
Score: -28075604.000000 Penalty: 6092.580078
	Iteration 62Q: 3 clusters Score -2.80756e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 210989 members 
Entering Unmasked Estep 
Score: -28075598.000000 Penalty: 6092.580078
	Iteration 63Q: 3 clusters Score -2.80756e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 211126 members 
Entering Unmasked Estep 
Score: -28075590.000000 Penalty: 6092.580078
	Iteration 64Q: 3 clusters Score -2.807559e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 211252 members 
Entering Unmasked Estep 
Score: -28075622.000000 Penalty: 6092.580078
	Iteration 65Q: 3 clusters Score -2.807562e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 211375 members 
Entering Unmasked Estep 
Score: -28075600.000000 Penalty: 6092.580078
	Iteration 66Q: 3 clusters Score -2.80756e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 211484 members 
Entering Unmasked Estep 
Score: -28075560.000000 Penalty: 6092.580078
	Iteration 67Q: 3 clusters Score -2.807556e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 211581 members 
Entering Unmasked Estep 
Score: -28075598.000000 Penalty: 6092.580078
	Iteration 68Q: 3 clusters Score -2.80756e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 211656 members 
Entering Unmasked Estep 
Score: -28075610.000000 Penalty: 6092.580078
	Iteration 69Q: 3 clusters Score -2.807561e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 211732 members 
Entering Unmasked Estep 
Score: -28075608.000000 Penalty: 6092.580078
	Iteration 70Q: 3 clusters Score -2.807561e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 211804 members 
Entering Unmasked Estep 
Score: -28075672.000000 Penalty: 6092.580078
	Iteration 71Q: 3 clusters Score -2.807567e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 211867 members 
Entering Unmasked Estep 
Score: -28075646.000000 Penalty: 6092.580078
	Iteration 72Q: 3 clusters Score -2.807565e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 211925 members 
Entering Unmasked Estep 
Score: -28075626.000000 Penalty: 6092.580078
	Iteration 73Q: 3 clusters Score -2.807563e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 211977 members 
Entering Unmasked Estep 
Score: -28075594.000000 Penalty: 6092.580078
	Iteration 74Q: 3 clusters Score -2.807559e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 212022 members 
Entering Unmasked Estep 
Score: -28075606.000000 Penalty: 6092.580078
	Iteration 75Q: 3 clusters Score -2.807561e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 212068 members 
Entering Unmasked Estep 
Score: -28075606.000000 Penalty: 6092.580078
	Iteration 76Q: 3 clusters Score -2.807561e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 212096 members 
Entering Unmasked Estep 
Score: -28075604.000000 Penalty: 6092.580078
	Iteration 77Q: 3 clusters Score -2.80756e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 212134 members 
Entering Unmasked Estep 
Score: -28075604.000000 Penalty: 6092.580078
	Iteration 78Q: 3 clusters Score -2.80756e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 212170 members 
Entering Unmasked Estep 
Score: -28075590.000000 Penalty: 6092.580078
	Iteration 79Q: 3 clusters Score -2.807559e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 212214 members 
Entering Unmasked Estep 
Score: -28075608.000000 Penalty: 6092.580078
	Iteration 80F: 3 clusters Score -2.807561e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 212250 members 
Entering Unmasked Estep 
Score: -28075622.000000 Penalty: 6092.580078
	Iteration 81Q: 3 clusters Score -2.807562e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 212293 members 
Entering Unmasked Estep 
Score: -28075620.000000 Penalty: 6092.580078
	Iteration 82Q: 3 clusters Score -2.807562e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 212326 members 
Entering Unmasked Estep 
Score: -28075602.000000 Penalty: 6092.580078
	Iteration 83Q: 3 clusters Score -2.80756e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 212346 members 
Entering Unmasked Estep 
Score: -28075604.000000 Penalty: 6092.580078
	Iteration 84Q: 3 clusters Score -2.80756e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 212373 members 
Entering Unmasked Estep 
Score: -28075614.000000 Penalty: 6092.580078
	Iteration 85Q: 3 clusters Score -2.807561e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 212406 members 
Entering Unmasked Estep 
Score: -28075620.000000 Penalty: 6092.580078
	Iteration 86Q: 3 clusters Score -2.807562e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 212430 members 
Entering Unmasked Estep 
Score: -28075612.000000 Penalty: 6092.580078
	Iteration 87Q: 3 clusters Score -2.807561e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 212452 members 
Entering Unmasked Estep 
Score: -28075600.000000 Penalty: 6092.580078
	Iteration 88Q: 3 clusters Score -2.80756e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 212473 members 
Entering Unmasked Estep 
Score: -28075604.000000 Penalty: 6092.580078
	Iteration 89Q: 3 clusters Score -2.80756e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 212494 members 
Entering Unmasked Estep 
Score: -28075600.000000 Penalty: 6092.580078
	Iteration 90Q: 3 clusters Score -2.80756e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 212517 members 
Entering Unmasked Estep 
Score: -28075610.000000 Penalty: 6092.580078
	Iteration 91Q: 3 clusters Score -2.807561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 212533 members 
Entering Unmasked Estep 
Score: -28075618.000000 Penalty: 6092.580078
	Iteration 92Q: 3 clusters Score -2.807562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 212543 members 
Entering Unmasked Estep 
Score: -28075600.000000 Penalty: 6092.580078
	Iteration 93Q: 3 clusters Score -2.80756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 212551 members 
Entering Unmasked Estep 
Score: -28075598.000000 Penalty: 6092.580078
	Iteration 94Q: 3 clusters Score -2.80756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 212565 members 
Entering Unmasked Estep 
Score: -28075598.000000 Penalty: 6092.580078
	Iteration 95Q: 3 clusters Score -2.80756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 212579 members 
Entering Unmasked Estep 
Score: -28075600.000000 Penalty: 6092.580078
	Iteration 96Q: 3 clusters Score -2.80756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 212590 members 
Entering Unmasked Estep 
Score: -28075604.000000 Penalty: 6092.580078
	Iteration 97Q: 3 clusters Score -2.80756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 212606 members 
Entering Unmasked Estep 
Score: -28075594.000000 Penalty: 6092.580078
	Iteration 98Q: 3 clusters Score -2.807559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 212621 members 
Entering Unmasked Estep 
Score: -28075608.000000 Penalty: 6092.580078
	Iteration 99Q: 3 clusters Score -2.807561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 212632 members 
Entering Unmasked Estep 
Score: -28075590.000000 Penalty: 6092.580078
	Iteration 100F: 3 clusters Score -2.807559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 212645 members 
Entering Unmasked Estep 
Score: -28075564.000000 Penalty: 6092.580078
	Iteration 101Q: 3 clusters Score -2.807556e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 212661 members 
Entering Unmasked Estep 
Score: -28075582.000000 Penalty: 6092.580078
	Iteration 102Q: 3 clusters Score -2.807558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 212679 members 
Entering Unmasked Estep 
Score: -28075574.000000 Penalty: 6092.580078
	Iteration 103Q: 3 clusters Score -2.807557e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 212697 members 
Entering Unmasked Estep 
Score: -28075578.000000 Penalty: 6092.580078
	Iteration 104Q: 3 clusters Score -2.807558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 212708 members 
Entering Unmasked Estep 
Score: -28075590.000000 Penalty: 6092.580078
	Iteration 105Q: 3 clusters Score -2.807559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 212720 members 
Entering Unmasked Estep 
Score: -28075604.000000 Penalty: 6092.580078
	Iteration 106Q: 3 clusters Score -2.80756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 212730 members 
Entering Unmasked Estep 
Score: -28075602.000000 Penalty: 6092.580078
	Iteration 107Q: 3 clusters Score -2.80756e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 212747 members 
Entering Unmasked Estep 
Score: -28075594.000000 Penalty: 6092.580078
	Iteration 108Q: 3 clusters Score -2.807559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 212759 members 
Entering Unmasked Estep 
Score: -28075592.000000 Penalty: 6092.580078
	Iteration 109Q: 3 clusters Score -2.807559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 212770 members 
Entering Unmasked Estep 
Score: -28075580.000000 Penalty: 6092.580078
	Iteration 110Q: 3 clusters Score -2.807558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 212776 members 
Entering Unmasked Estep 
Score: -28075594.000000 Penalty: 6092.580078
	Iteration 111Q: 3 clusters Score -2.807559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 212780 members 
Entering Unmasked Estep 
Score: -28075574.000000 Penalty: 6092.580078
	Iteration 112Q: 3 clusters Score -2.807557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 212785 members 
Entering Unmasked Estep 
Score: -28075578.000000 Penalty: 6092.580078
	Iteration 113Q: 3 clusters Score -2.807558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 212790 members 
Entering Unmasked Estep 
Score: -28075588.000000 Penalty: 6092.580078
	Iteration 114Q: 3 clusters Score -2.807559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 212798 members 
Entering Unmasked Estep 
Score: -28075580.000000 Penalty: 6092.580078
	Iteration 115Q: 3 clusters Score -2.807558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 212803 members 
Entering Unmasked Estep 
Score: -28075578.000000 Penalty: 6092.580078
	Iteration 116Q: 3 clusters Score -2.807558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 212807 members 
Entering Unmasked Estep 
Score: -28075606.000000 Penalty: 6092.580078
	Iteration 117Q: 3 clusters Score -2.807561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 212809 members 
Entering Unmasked Estep 
Score: -28075608.000000 Penalty: 6092.580078
	Iteration 118Q: 3 clusters Score -2.807561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 212813 members 
Entering Unmasked Estep 
Score: -28075600.000000 Penalty: 6092.580078
	Iteration 119Q: 3 clusters Score -2.80756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 212816 members 
Entering Unmasked Estep 
Score: -28075608.000000 Penalty: 6092.580078
	Iteration 120F: 3 clusters Score -2.807561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 212823 members 
Entering Unmasked Estep 
Score: -28075602.000000 Penalty: 6092.580078
	Iteration 121Q: 3 clusters Score -2.80756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 212830 members 
Entering Unmasked Estep 
Score: -28075614.000000 Penalty: 6092.580078
	Iteration 122Q: 3 clusters Score -2.807561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 212835 members 
Entering Unmasked Estep 
Score: -28075590.000000 Penalty: 6092.580078
	Iteration 123Q: 3 clusters Score -2.807559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 212836 members 
Entering Unmasked Estep 
Score: -28075596.000000 Penalty: 6092.580078
	Iteration 124Q: 3 clusters Score -2.80756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 212837 members 
Entering Unmasked Estep 
Score: -28075598.000000 Penalty: 6092.580078
	Iteration 125Q: 3 clusters Score -2.80756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 212837 members 
Entering Unmasked Estep 
Score: -28075598.000000 Penalty: 6092.580078
	Iteration 126F: 3 clusters Score -2.80756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (72970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72970 members 
Entering Unmasked Estep 
Score: -9354316.000000 Penalty: 2777.055176
	Iteration 0F: 2 clusters Score -9354316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -9305719.000000 Penalty: 5554.110352
	Iteration 0F: 3 clusters Score -9305719 nChanged 34070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -9324611.000000 Penalty: 5554.110352
	Iteration 1F: 3 clusters Score -9324611 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -9325118.000000 Penalty: 5554.110352
	Iteration 2Q: 3 clusters Score -9325118 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -9325629.000000 Penalty: 5554.110352
	Iteration 3Q: 3 clusters Score -9325629 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -9326244.000000 Penalty: 5554.110352
	Iteration 4Q: 3 clusters Score -9326244 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -9327156.000000 Penalty: 5554.110352
	Iteration 5Q: 3 clusters Score -9327156 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -9328640.000000 Penalty: 5554.110352
	Iteration 6Q: 3 clusters Score -9328640 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -9331406.000000 Penalty: 5554.110352
	Iteration 7F: 3 clusters Score -9331406 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 57364 members 
Entering Unmasked Estep 
Score: -9336193.000000 Penalty: 5554.110352
	Iteration 8F: 3 clusters Score -9336193 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -9342594.000000 Penalty: 5554.110352
	Iteration 9F: 3 clusters Score -9342594 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 69205 members 
Entering Unmasked Estep 
Score: -9348074.000000 Penalty: 5554.110352
	Iteration 10F: 3 clusters Score -9348074 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 71840 members 
Entering Unmasked Estep 
Score: -9350693.000000 Penalty: 5554.110352
	Iteration 11Q: 3 clusters Score -9350693 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 72622 members 
Entering Unmasked Estep 
Score: -9351510.000000 Penalty: 5554.110352
	Iteration 12Q: 3 clusters Score -9351510 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -9351754.000000 Penalty: 5554.110352
	Iteration 13Q: 3 clusters Score -9351754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 72808 members 
Entering Unmasked Estep 
Score: -9351798.000000 Penalty: 5554.110352
	Iteration 14Q: 3 clusters Score -9351798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 72815 members 
Entering Unmasked Estep 
Score: -9351814.000000 Penalty: 5554.110352
	Iteration 15Q: 3 clusters Score -9351814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 72817 members 
Entering Unmasked Estep 
Score: -9351827.000000 Penalty: 5554.110352
	Iteration 16Q: 3 clusters Score -9351827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -9351817.000000 Penalty: 5554.110352
	Iteration 17Q: 3 clusters Score -9351817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 72824 members 
Entering Unmasked Estep 
Score: -9351824.000000 Penalty: 5554.110352
	Iteration 18Q: 3 clusters Score -9351824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -9351837.000000 Penalty: 5554.110352
	Iteration 19Q: 3 clusters Score -9351837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -9351845.000000 Penalty: 5554.110352
	Iteration 20F: 3 clusters Score -9351845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -9351855.000000 Penalty: 5554.110352
	Iteration 21Q: 3 clusters Score -9351855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -9351855.000000 Penalty: 5554.110352
	Iteration 22F: 3 clusters Score -9351855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -296862.625000 Penalty: 1925.123779
	Iteration 0F: 2 clusters Score -296862.6 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 1203 members 
Entering Unmasked Estep 
Score: -293983.531250 Penalty: 3850.247559
	Iteration 0F: 3 clusters Score -293983.5 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -294570.156250 Penalty: 3850.247559
	Iteration 1F: 3 clusters Score -294570.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -294693.781250 Penalty: 3850.247559
	Iteration 2F: 3 clusters Score -294693.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -294781.312500 Penalty: 3850.247559
	Iteration 3Q: 3 clusters Score -294781.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -294848.656250 Penalty: 3850.247559
	Iteration 4Q: 3 clusters Score -294848.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -294905.781250 Penalty: 3850.247559
	Iteration 5Q: 3 clusters Score -294905.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -294954.562500 Penalty: 3850.247559
	Iteration 6Q: 3 clusters Score -294954.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -294997.031250 Penalty: 3850.247559
	Iteration 7Q: 3 clusters Score -294997 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -295030.812500 Penalty: 3850.247559
	Iteration 8Q: 3 clusters Score -295030.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -295052.437500 Penalty: 3850.247559
	Iteration 9Q: 3 clusters Score -295052.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -295067.781250 Penalty: 3850.247559
	Iteration 10Q: 3 clusters Score -295067.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -295080.062500 Penalty: 3850.247559
	Iteration 11Q: 3 clusters Score -295080.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -295094.906250 Penalty: 3850.247559
	Iteration 12Q: 3 clusters Score -295094.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -295103.843750 Penalty: 3850.247559
	Iteration 13Q: 3 clusters Score -295103.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -295109.843750 Penalty: 3850.247559
	Iteration 14Q: 3 clusters Score -295109.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -295112.187500 Penalty: 3850.247559
	Iteration 15Q: 3 clusters Score -295112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -295115.031250 Penalty: 3850.247559
	Iteration 16Q: 3 clusters Score -295115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -295117.843750 Penalty: 3850.247559
	Iteration 17Q: 3 clusters Score -295117.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -295121.656250 Penalty: 3850.247559
	Iteration 18Q: 3 clusters Score -295121.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -295128.437500 Penalty: 3850.247559
	Iteration 19Q: 3 clusters Score -295128.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -295137.531250 Penalty: 3850.247559
	Iteration 20F: 3 clusters Score -295137.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -295148.062500 Penalty: 3850.247559
	Iteration 21Q: 3 clusters Score -295148.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -295164.250000 Penalty: 3850.247559
	Iteration 22Q: 3 clusters Score -295164.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -295178.906250 Penalty: 3850.247559
	Iteration 23Q: 3 clusters Score -295178.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -295193.156250 Penalty: 3850.247559
	Iteration 24Q: 3 clusters Score -295193.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -295203.593750 Penalty: 3850.247559
	Iteration 25Q: 3 clusters Score -295203.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -295216.812500 Penalty: 3850.247559
	Iteration 26Q: 3 clusters Score -295216.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -295233.906250 Penalty: 3850.247559
	Iteration 27Q: 3 clusters Score -295233.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -295254.718750 Penalty: 3850.247559
	Iteration 28Q: 3 clusters Score -295254.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -295277.156250 Penalty: 3850.247559
	Iteration 29Q: 3 clusters Score -295277.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -295301.312500 Penalty: 3850.247559
	Iteration 30Q: 3 clusters Score -295301.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -295323.187500 Penalty: 3850.247559
	Iteration 31Q: 3 clusters Score -295323.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -295339.343750 Penalty: 3850.247559
	Iteration 32Q: 3 clusters Score -295339.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -295349.281250 Penalty: 3850.247559
	Iteration 33Q: 3 clusters Score -295349.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -295360.000000 Penalty: 3850.247559
	Iteration 34Q: 3 clusters Score -295360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -295369.812500 Penalty: 3850.247559
	Iteration 35Q: 3 clusters Score -295369.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -295376.937500 Penalty: 3850.247559
	Iteration 36Q: 3 clusters Score -295376.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -295379.812500 Penalty: 3850.247559
	Iteration 37Q: 3 clusters Score -295379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -295382.468750 Penalty: 3850.247559
	Iteration 38Q: 3 clusters Score -295382.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -295383.375000 Penalty: 3850.247559
	Iteration 39Q: 3 clusters Score -295383.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -295387.781250 Penalty: 3850.247559
	Iteration 40F: 3 clusters Score -295387.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -295391.156250 Penalty: 3850.247559
	Iteration 41Q: 3 clusters Score -295391.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -295396.250000 Penalty: 3850.247559
	Iteration 42Q: 3 clusters Score -295396.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -295398.562500 Penalty: 3850.247559
	Iteration 43Q: 3 clusters Score -295398.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -295400.843750 Penalty: 3850.247559
	Iteration 44Q: 3 clusters Score -295400.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -295403.343750 Penalty: 3850.247559
	Iteration 45Q: 3 clusters Score -295403.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -295404.656250 Penalty: 3850.247559
	Iteration 46Q: 3 clusters Score -295404.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -295406.968750 Penalty: 3850.247559
	Iteration 47Q: 3 clusters Score -295407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -295410.187500 Penalty: 3850.247559
	Iteration 48Q: 3 clusters Score -295410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -295411.781250 Penalty: 3850.247559
	Iteration 49Q: 3 clusters Score -295411.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -295413.500000 Penalty: 3850.247559
	Iteration 50Q: 3 clusters Score -295413.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -295416.625000 Penalty: 3850.247559
	Iteration 51Q: 3 clusters Score -295416.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -295418.531250 Penalty: 3850.247559
	Iteration 52Q: 3 clusters Score -295418.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -295419.843750 Penalty: 3850.247559
	Iteration 53Q: 3 clusters Score -295419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -295419.937500 Penalty: 3850.247559
	Iteration 54Q: 3 clusters Score -295419.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -295420.250000 Penalty: 3850.247559
	Iteration 55Q: 3 clusters Score -295420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -295421.562500 Penalty: 3850.247559
	Iteration 56Q: 3 clusters Score -295421.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -295422.875000 Penalty: 3850.247559
	Iteration 57Q: 3 clusters Score -295422.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -295425.656250 Penalty: 3850.247559
	Iteration 58Q: 3 clusters Score -295425.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -295428.375000 Penalty: 3850.247559
	Iteration 59Q: 3 clusters Score -295428.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -295432.687500 Penalty: 3850.247559
	Iteration 60F: 3 clusters Score -295432.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -295436.531250 Penalty: 3850.247559
	Iteration 61Q: 3 clusters Score -295436.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -295438.281250 Penalty: 3850.247559
	Iteration 62Q: 3 clusters Score -295438.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -295438.406250 Penalty: 3850.247559
	Iteration 63Q: 3 clusters Score -295438.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -295438.406250 Penalty: 3850.247559
	Iteration 64F: 3 clusters Score -295438.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Entering Unmasked Estep 
Score: -1666469.750000 Penalty: 2356.487305
	Iteration 0F: 2 clusters Score -1666470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1656703.625000 Penalty: 4712.974609
	Iteration 0F: 3 clusters Score -1656704 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1659821.375000 Penalty: 4712.974609
	Iteration 1F: 3 clusters Score -1659821 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1660293.625000 Penalty: 4712.974609
	Iteration 2F: 3 clusters Score -1660294 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1660718.625000 Penalty: 4712.974609
	Iteration 3F: 3 clusters Score -1660719 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1661066.875000 Penalty: 4712.974609
	Iteration 4F: 3 clusters Score -1661067 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1661358.750000 Penalty: 4712.974609
	Iteration 5Q: 3 clusters Score -1661359 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1661633.375000 Penalty: 4712.974609
	Iteration 6Q: 3 clusters Score -1661633 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1661905.625000 Penalty: 4712.974609
	Iteration 7Q: 3 clusters Score -1661906 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1662155.750000 Penalty: 4712.974609
	Iteration 8Q: 3 clusters Score -1662156 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1662408.125000 Penalty: 4712.974609
	Iteration 9Q: 3 clusters Score -1662408 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1662702.250000 Penalty: 4712.974609
	Iteration 10Q: 3 clusters Score -1662702 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1662974.750000 Penalty: 4712.974609
	Iteration 11Q: 3 clusters Score -1662975 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1663242.000000 Penalty: 4712.974609
	Iteration 12Q: 3 clusters Score -1663242 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1663463.375000 Penalty: 4712.974609
	Iteration 13Q: 3 clusters Score -1663463 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1663662.250000 Penalty: 4712.974609
	Iteration 14Q: 3 clusters Score -1663662 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1663833.625000 Penalty: 4712.974609
	Iteration 15Q: 3 clusters Score -1663834 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1663983.875000 Penalty: 4712.974609
	Iteration 16Q: 3 clusters Score -1663984 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1664078.125000 Penalty: 4712.974609
	Iteration 17Q: 3 clusters Score -1664078 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1664157.125000 Penalty: 4712.974609
	Iteration 18Q: 3 clusters Score -1664157 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1664214.625000 Penalty: 4712.974609
	Iteration 19Q: 3 clusters Score -1664215 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1664245.500000 Penalty: 4712.974609
	Iteration 20F: 3 clusters Score -1664246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1664263.500000 Penalty: 4712.974609
	Iteration 21Q: 3 clusters Score -1664264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1664286.750000 Penalty: 4712.974609
	Iteration 22Q: 3 clusters Score -1664287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1664309.500000 Penalty: 4712.974609
	Iteration 23Q: 3 clusters Score -1664310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1664324.875000 Penalty: 4712.974609
	Iteration 24Q: 3 clusters Score -1664325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1664339.875000 Penalty: 4712.974609
	Iteration 25Q: 3 clusters Score -1664340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1664362.250000 Penalty: 4712.974609
	Iteration 26Q: 3 clusters Score -1664362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1664381.375000 Penalty: 4712.974609
	Iteration 27Q: 3 clusters Score -1664381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1664393.750000 Penalty: 4712.974609
	Iteration 28Q: 3 clusters Score -1664394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1664405.500000 Penalty: 4712.974609
	Iteration 29Q: 3 clusters Score -1664406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1664413.500000 Penalty: 4712.974609
	Iteration 30Q: 3 clusters Score -1664414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1664422.125000 Penalty: 4712.974609
	Iteration 31Q: 3 clusters Score -1664422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1664430.375000 Penalty: 4712.974609
	Iteration 32Q: 3 clusters Score -1664430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1664435.750000 Penalty: 4712.974609
	Iteration 33Q: 3 clusters Score -1664436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1664443.375000 Penalty: 4712.974609
	Iteration 34Q: 3 clusters Score -1664443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1664444.000000 Penalty: 4712.974609
	Iteration 35Q: 3 clusters Score -1664444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1664442.750000 Penalty: 4712.974609
	Iteration 36Q: 3 clusters Score -1664443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1664445.625000 Penalty: 4712.974609
	Iteration 37Q: 3 clusters Score -1664446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1664448.250000 Penalty: 4712.974609
	Iteration 38Q: 3 clusters Score -1664448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1664452.125000 Penalty: 4712.974609
	Iteration 39Q: 3 clusters Score -1664452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1664458.000000 Penalty: 4712.974609
	Iteration 40F: 3 clusters Score -1664458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1664462.750000 Penalty: 4712.974609
	Iteration 41Q: 3 clusters Score -1664463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1664463.750000 Penalty: 4712.974609
	Iteration 42Q: 3 clusters Score -1664464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1664467.125000 Penalty: 4712.974609
	Iteration 43Q: 3 clusters Score -1664467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1664467.750000 Penalty: 4712.974609
	Iteration 44Q: 3 clusters Score -1664468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1664467.750000 Penalty: 4712.974609
	Iteration 45F: 3 clusters Score -1664468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Entering Unmasked Estep 
Score: -5405434.000000 Penalty: 2637.137207
	Iteration 0F: 2 clusters Score -5405434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -5377376.000000 Penalty: 5274.274414
	Iteration 0F: 3 clusters Score -5377376 nChanged 19063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -5387690.500000 Penalty: 5274.274414
	Iteration 1F: 3 clusters Score -5387690 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -5388221.500000 Penalty: 5274.274414
	Iteration 2Q: 3 clusters Score -5388222 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -5388714.500000 Penalty: 5274.274414
	Iteration 3Q: 3 clusters Score -5388714 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -5389161.500000 Penalty: 5274.274414
	Iteration 4Q: 3 clusters Score -5389162 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -5389757.000000 Penalty: 5274.274414
	Iteration 5Q: 3 clusters Score -5389757 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -5390385.500000 Penalty: 5274.274414
	Iteration 6Q: 3 clusters Score -5390386 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -5391163.000000 Penalty: 5274.274414
	Iteration 7Q: 3 clusters Score -5391163 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -5392027.000000 Penalty: 5274.274414
	Iteration 8Q: 3 clusters Score -5392027 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -5392919.500000 Penalty: 5274.274414
	Iteration 9Q: 3 clusters Score -5392920 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -5393898.000000 Penalty: 5274.274414
	Iteration 10Q: 3 clusters Score -5393898 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -5395030.000000 Penalty: 5274.274414
	Iteration 11Q: 3 clusters Score -5395030 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -5396360.000000 Penalty: 5274.274414
	Iteration 12Q: 3 clusters Score -5396360 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -5397758.500000 Penalty: 5274.274414
	Iteration 13Q: 3 clusters Score -5397758 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -5399008.000000 Penalty: 5274.274414
	Iteration 14Q: 3 clusters Score -5399008 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -5399997.500000 Penalty: 5274.274414
	Iteration 15Q: 3 clusters Score -5399998 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -5400664.500000 Penalty: 5274.274414
	Iteration 16Q: 3 clusters Score -5400664 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -5401162.000000 Penalty: 5274.274414
	Iteration 17Q: 3 clusters Score -5401162 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -5401551.500000 Penalty: 5274.274414
	Iteration 18Q: 3 clusters Score -5401552 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -5401883.000000 Penalty: 5274.274414
	Iteration 19Q: 3 clusters Score -5401883 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -5402211.000000 Penalty: 5274.274414
	Iteration 20F: 3 clusters Score -5402211 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -5402489.000000 Penalty: 5274.274414
	Iteration 21Q: 3 clusters Score -5402489 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -5402673.500000 Penalty: 5274.274414
	Iteration 22Q: 3 clusters Score -5402674 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -5402817.000000 Penalty: 5274.274414
	Iteration 23Q: 3 clusters Score -5402817 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5402947.500000 Penalty: 5274.274414
	Iteration 24Q: 3 clusters Score -5402948 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5403044.500000 Penalty: 5274.274414
	Iteration 25Q: 3 clusters Score -5403044 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5403131.500000 Penalty: 5274.274414
	Iteration 26Q: 3 clusters Score -5403132 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5403189.000000 Penalty: 5274.274414
	Iteration 27Q: 3 clusters Score -5403189 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5403244.000000 Penalty: 5274.274414
	Iteration 28Q: 3 clusters Score -5403244 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5403286.500000 Penalty: 5274.274414
	Iteration 29Q: 3 clusters Score -5403286 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5403316.500000 Penalty: 5274.274414
	Iteration 30Q: 3 clusters Score -5403316 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5403355.000000 Penalty: 5274.274414
	Iteration 31Q: 3 clusters Score -5403355 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5403381.000000 Penalty: 5274.274414
	Iteration 32Q: 3 clusters Score -5403381 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5403409.000000 Penalty: 5274.274414
	Iteration 33Q: 3 clusters Score -5403409 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5403421.500000 Penalty: 5274.274414
	Iteration 34Q: 3 clusters Score -5403422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5403433.000000 Penalty: 5274.274414
	Iteration 35Q: 3 clusters Score -5403433 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5403463.500000 Penalty: 5274.274414
	Iteration 36Q: 3 clusters Score -5403464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5403485.000000 Penalty: 5274.274414
	Iteration 37Q: 3 clusters Score -5403485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5403500.000000 Penalty: 5274.274414
	Iteration 38Q: 3 clusters Score -5403500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5403507.500000 Penalty: 5274.274414
	Iteration 39Q: 3 clusters Score -5403508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5403520.500000 Penalty: 5274.274414
	Iteration 40F: 3 clusters Score -5403520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5403523.500000 Penalty: 5274.274414
	Iteration 41Q: 3 clusters Score -5403524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5403539.500000 Penalty: 5274.274414
	Iteration 42Q: 3 clusters Score -5403540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5403552.000000 Penalty: 5274.274414
	Iteration 43Q: 3 clusters Score -5403552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5403554.000000 Penalty: 5274.274414
	Iteration 44Q: 3 clusters Score -5403554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5403551.500000 Penalty: 5274.274414
	Iteration 45Q: 3 clusters Score -5403552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5403553.500000 Penalty: 5274.274414
	Iteration 46Q: 3 clusters Score -5403554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5403556.500000 Penalty: 5274.274414
	Iteration 47Q: 3 clusters Score -5403556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5403552.000000 Penalty: 5274.274414
	Iteration 48Q: 3 clusters Score -5403552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5403553.000000 Penalty: 5274.274414
	Iteration 49Q: 3 clusters Score -5403553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5403553.000000 Penalty: 5274.274414
	Iteration 50F: 3 clusters Score -5403553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Entering Unmasked Estep 
Score: -284964.125000 Penalty: 1914.344238
	Iteration 0F: 2 clusters Score -284964.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -282124.968750 Penalty: 3828.688477
	Iteration 0F: 3 clusters Score -282125 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -282678.312500 Penalty: 3828.688477
	Iteration 1F: 3 clusters Score -282678.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -282799.343750 Penalty: 3828.688477
	Iteration 2F: 3 clusters Score -282799.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -282871.468750 Penalty: 3828.688477
	Iteration 3Q: 3 clusters Score -282871.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -282915.031250 Penalty: 3828.688477
	Iteration 4Q: 3 clusters Score -282915 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -282943.031250 Penalty: 3828.688477
	Iteration 5Q: 3 clusters Score -282943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -282967.281250 Penalty: 3828.688477
	Iteration 6Q: 3 clusters Score -282967.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -282984.125000 Penalty: 3828.688477
	Iteration 7Q: 3 clusters Score -282984.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -282996.781250 Penalty: 3828.688477
	Iteration 8Q: 3 clusters Score -282996.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -283002.750000 Penalty: 3828.688477
	Iteration 9Q: 3 clusters Score -283002.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -283010.250000 Penalty: 3828.688477
	Iteration 10Q: 3 clusters Score -283010.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -283018.000000 Penalty: 3828.688477
	Iteration 11Q: 3 clusters Score -283018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -283023.250000 Penalty: 3828.688477
	Iteration 12Q: 3 clusters Score -283023.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -283024.687500 Penalty: 3828.688477
	Iteration 13Q: 3 clusters Score -283024.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -283027.187500 Penalty: 3828.688477
	Iteration 14Q: 3 clusters Score -283027.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -283028.312500 Penalty: 3828.688477
	Iteration 15Q: 3 clusters Score -283028.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -283029.000000 Penalty: 3828.688477
	Iteration 16Q: 3 clusters Score -283029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -283029.000000 Penalty: 3828.688477
	Iteration 17F: 3 clusters Score -283029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 16473 members 
Mstep: Class 4 contains 36160 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 187987 members 
Mstep: Class 7 contains 384 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 9960 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 14295 members 
Mstep: Class 12 contains 14715 members 
Mstep: Class 13 contains 8569 members 
Mstep: Class 14 contains 27422 members 
Mstep: Class 15 contains 33470 members 
Mstep: Class 16 contains 216085 members 
Mstep: Class 17 contains 72970 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13386 members 
Mstep: Class 20 contains 41507 members 
Mstep: Class 22 contains 2251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90807512.000000 Penalty: 76903.515625
Iteration 79Q: 24 clusters Score -9.080751e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 941 members 
Mstep: Class 3 contains 16431 members 
Mstep: Class 4 contains 36184 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 188008 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 10021 members 
Mstep: Class 10 contains 1608 members 
Mstep: Class 11 contains 14313 members 
Mstep: Class 12 contains 14576 members 
Mstep: Class 13 contains 8554 members 
Mstep: Class 14 contains 27459 members 
Mstep: Class 15 contains 33476 members 
Mstep: Class 16 contains 216733 members 
Mstep: Class 17 contains 72328 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13370 members 
Mstep: Class 20 contains 41556 members 
Mstep: Class 21 contains 447 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 6791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90808736.000000 Penalty: 76903.515625
Iteration 80F: 24 clusters Score -9.080874e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 939 members 
Mstep: Class 3 contains 16384 members 
Mstep: Class 4 contains 36208 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 188133 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 10059 members 
Mstep: Class 10 contains 1609 members 
Mstep: Class 11 contains 14222 members 
Mstep: Class 12 contains 14442 members 
Mstep: Class 13 contains 8523 members 
Mstep: Class 14 contains 27418 members 
Mstep: Class 15 contains 33442 members 
Mstep: Class 16 contains 216743 members 
Mstep: Class 17 contains 71877 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13360 members 
Mstep: Class 20 contains 41609 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 7390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90809216.000000 Penalty: 76903.515625
Iteration 81Q: 24 clusters Score -9.080922e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16367 members 
Mstep: Class 4 contains 36249 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 188353 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 10104 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 14173 members 
Mstep: Class 12 contains 14307 members 
Mstep: Class 13 contains 8480 members 
Mstep: Class 14 contains 27380 members 
Mstep: Class 15 contains 33438 members 
Mstep: Class 16 contains 216580 members 
Mstep: Class 17 contains 71527 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13341 members 
Mstep: Class 20 contains 41645 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 7867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90809552.000000 Penalty: 76903.515625
Iteration 82Q: 24 clusters Score -9.080955e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16355 members 
Mstep: Class 4 contains 36277 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 188624 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 482 members 
Mstep: Class 9 contains 10155 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 14142 members 
Mstep: Class 12 contains 14172 members 
Mstep: Class 13 contains 8444 members 
Mstep: Class 14 contains 27354 members 
Mstep: Class 15 contains 33433 members 
Mstep: Class 16 contains 216270 members 
Mstep: Class 17 contains 71222 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 13322 members 
Mstep: Class 20 contains 41684 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 8359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90809944.000000 Penalty: 76903.515625
Iteration 83Q: 24 clusters Score -9.080994e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16350 members 
Mstep: Class 4 contains 36315 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 189091 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 10210 members 
Mstep: Class 10 contains 1613 members 
Mstep: Class 11 contains 14109 members 
Mstep: Class 12 contains 14046 members 
Mstep: Class 13 contains 8407 members 
Mstep: Class 14 contains 27313 members 
Mstep: Class 15 contains 33435 members 
Mstep: Class 16 contains 215718 members 
Mstep: Class 17 contains 70944 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 13305 members 
Mstep: Class 20 contains 41710 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 8865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90810224.000000 Penalty: 76903.515625
Iteration 84Q: 24 clusters Score -9.081022e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16343 members 
Mstep: Class 4 contains 36353 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 189612 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 14068 members 
Mstep: Class 12 contains 13922 members 
Mstep: Class 13 contains 8373 members 
Mstep: Class 14 contains 27286 members 
Mstep: Class 15 contains 33442 members 
Mstep: Class 16 contains 215059 members 
Mstep: Class 17 contains 70691 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 13292 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 9374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90810864.000000 Penalty: 76903.515625
Iteration 85Q: 24 clusters Score -9.081086e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16339 members 
Mstep: Class 4 contains 36387 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 190282 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 10329 members 
Mstep: Class 10 contains 1613 members 
Mstep: Class 11 contains 14033 members 
Mstep: Class 12 contains 13795 members 
Mstep: Class 13 contains 8338 members 
Mstep: Class 14 contains 27267 members 
Mstep: Class 15 contains 33451 members 
Mstep: Class 16 contains 214232 members 
Mstep: Class 17 contains 70440 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 13276 members 
Mstep: Class 20 contains 41784 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 9877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90811048.000000 Penalty: 76903.515625
Iteration 86Q: 24 clusters Score -9.081105e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16332 members 
Mstep: Class 4 contains 36418 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 191059 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 10399 members 
Mstep: Class 10 contains 1615 members 
Mstep: Class 11 contains 13997 members 
Mstep: Class 12 contains 13680 members 
Mstep: Class 13 contains 8309 members 
Mstep: Class 14 contains 27260 members 
Mstep: Class 15 contains 33482 members 
Mstep: Class 16 contains 213269 members 
Mstep: Class 17 contains 70200 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 13264 members 
Mstep: Class 20 contains 41805 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 10361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90811520.000000 Penalty: 76903.515625
Iteration 87Q: 24 clusters Score -9.081152e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16303 members 
Mstep: Class 4 contains 36437 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 192035 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 10470 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13964 members 
Mstep: Class 12 contains 13544 members 
Mstep: Class 13 contains 8290 members 
Mstep: Class 14 contains 27248 members 
Mstep: Class 15 contains 33500 members 
Mstep: Class 16 contains 212175 members 
Mstep: Class 17 contains 69989 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 13245 members 
Mstep: Class 20 contains 41810 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 10829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90811696.000000 Penalty: 76903.515625
Iteration 88Q: 24 clusters Score -9.08117e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16288 members 
Mstep: Class 4 contains 36449 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 193139 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 10531 members 
Mstep: Class 10 contains 1618 members 
Mstep: Class 11 contains 13942 members 
Mstep: Class 12 contains 13389 members 
Mstep: Class 13 contains 8272 members 
Mstep: Class 14 contains 27231 members 
Mstep: Class 15 contains 33508 members 
Mstep: Class 16 contains 210977 members 
Mstep: Class 17 contains 69770 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 13236 members 
Mstep: Class 20 contains 41818 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 11296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90811872.000000 Penalty: 76903.515625
Iteration 89Q: 24 clusters Score -9.081187e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16268 members 
Mstep: Class 4 contains 36464 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 194275 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 10597 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13908 members 
Mstep: Class 12 contains 13253 members 
Mstep: Class 13 contains 8245 members 
Mstep: Class 14 contains 27216 members 
Mstep: Class 15 contains 33523 members 
Mstep: Class 16 contains 209729 members 
Mstep: Class 17 contains 69562 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 13224 members 
Mstep: Class 20 contains 41817 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 11773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90812040.000000 Penalty: 76903.515625
Iteration 90Q: 24 clusters Score -9.081204e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16239 members 
Mstep: Class 4 contains 36472 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 195364 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 10640 members 
Mstep: Class 10 contains 1616 members 
Mstep: Class 11 contains 13891 members 
Mstep: Class 12 contains 13121 members 
Mstep: Class 13 contains 8217 members 
Mstep: Class 14 contains 27203 members 
Mstep: Class 15 contains 33548 members 
Mstep: Class 16 contains 208505 members 
Mstep: Class 17 contains 69365 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 13217 members 
Mstep: Class 20 contains 41824 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 12256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90811912.000000 Penalty: 76903.515625
Iteration 91Q: 24 clusters Score -9.081191e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16221 members 
Mstep: Class 4 contains 36479 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 196419 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 10686 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13872 members 
Mstep: Class 12 contains 12985 members 
Mstep: Class 13 contains 8191 members 
Mstep: Class 14 contains 27170 members 
Mstep: Class 15 contains 33561 members 
Mstep: Class 16 contains 207316 members 
Mstep: Class 17 contains 69178 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 13208 members 
Mstep: Class 20 contains 41828 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 12749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90812144.000000 Penalty: 76903.515625
Iteration 92Q: 24 clusters Score -9.081214e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16220 members 
Mstep: Class 4 contains 36485 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 10720 members 
Mstep: Class 10 contains 1619 members 
Mstep: Class 11 contains 13856 members 
Mstep: Class 12 contains 12827 members 
Mstep: Class 13 contains 8162 members 
Mstep: Class 14 contains 27142 members 
Mstep: Class 15 contains 33576 members 
Mstep: Class 16 contains 206124 members 
Mstep: Class 17 contains 69009 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 13195 members 
Mstep: Class 20 contains 41838 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 13244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90812384.000000 Penalty: 76903.515625
Iteration 93Q: 24 clusters Score -9.081238e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16205 members 
Mstep: Class 4 contains 36482 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 198512 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 10753 members 
Mstep: Class 10 contains 1621 members 
Mstep: Class 11 contains 13842 members 
Mstep: Class 12 contains 12683 members 
Mstep: Class 13 contains 8122 members 
Mstep: Class 14 contains 27122 members 
Mstep: Class 15 contains 33597 members 
Mstep: Class 16 contains 204946 members 
Mstep: Class 17 contains 68872 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 13181 members 
Mstep: Class 20 contains 41853 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 13693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90812512.000000 Penalty: 76903.515625
Iteration 94Q: 24 clusters Score -9.081251e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16182 members 
Mstep: Class 4 contains 36490 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 199482 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 1619 members 
Mstep: Class 11 contains 13814 members 
Mstep: Class 12 contains 12532 members 
Mstep: Class 13 contains 8087 members 
Mstep: Class 14 contains 27102 members 
Mstep: Class 15 contains 33614 members 
Mstep: Class 16 contains 203864 members 
Mstep: Class 17 contains 68733 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 13167 members 
Mstep: Class 20 contains 41876 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 14131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90812880.000000 Penalty: 76903.515625
Iteration 95Q: 24 clusters Score -9.081288e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16166 members 
Mstep: Class 4 contains 36483 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 200440 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 10834 members 
Mstep: Class 10 contains 1618 members 
Mstep: Class 11 contains 13787 members 
Mstep: Class 12 contains 12361 members 
Mstep: Class 13 contains 8056 members 
Mstep: Class 14 contains 27082 members 
Mstep: Class 15 contains 33627 members 
Mstep: Class 16 contains 202893 members 
Mstep: Class 17 contains 68565 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 13151 members 
Mstep: Class 20 contains 41901 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 14524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90813072.000000 Penalty: 76903.515625
Iteration 96Q: 24 clusters Score -9.081307e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16138 members 
Mstep: Class 4 contains 36481 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 201383 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 485 members 
Mstep: Class 9 contains 10884 members 
Mstep: Class 10 contains 1616 members 
Mstep: Class 11 contains 13768 members 
Mstep: Class 12 contains 12200 members 
Mstep: Class 13 contains 8026 members 
Mstep: Class 14 contains 27060 members 
Mstep: Class 15 contains 33632 members 
Mstep: Class 16 contains 201933 members 
Mstep: Class 17 contains 68418 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 13142 members 
Mstep: Class 20 contains 41928 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 14882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90813368.000000 Penalty: 76903.515625
Iteration 97Q: 24 clusters Score -9.081337e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16111 members 
Mstep: Class 4 contains 36475 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 202252 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 10927 members 
Mstep: Class 10 contains 1615 members 
Mstep: Class 11 contains 13764 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 8001 members 
Mstep: Class 14 contains 27035 members 
Mstep: Class 15 contains 33641 members 
Mstep: Class 16 contains 201041 members 
Mstep: Class 17 contains 68276 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 13132 members 
Mstep: Class 20 contains 41953 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 15230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90813448.000000 Penalty: 76903.515625
Iteration 98Q: 24 clusters Score -9.081345e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16101 members 
Mstep: Class 4 contains 36474 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 203009 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 10987 members 
Mstep: Class 10 contains 1616 members 
Mstep: Class 11 contains 13754 members 
Mstep: Class 12 contains 11884 members 
Mstep: Class 13 contains 7981 members 
Mstep: Class 14 contains 27012 members 
Mstep: Class 15 contains 33642 members 
Mstep: Class 16 contains 200204 members 
Mstep: Class 17 contains 68129 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 13123 members 
Mstep: Class 20 contains 41974 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 15609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90813400.000000 Penalty: 76903.515625
Iteration 99Q: 24 clusters Score -9.08134e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16100 members 
Mstep: Class 4 contains 36470 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 203727 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11022 members 
Mstep: Class 10 contains 1616 members 
Mstep: Class 11 contains 13733 members 
Mstep: Class 12 contains 11728 members 
Mstep: Class 13 contains 7944 members 
Mstep: Class 14 contains 26993 members 
Mstep: Class 15 contains 33662 members 
Mstep: Class 16 contains 199473 members 
Mstep: Class 17 contains 67985 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 13115 members 
Mstep: Class 20 contains 41978 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 15954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90813728.000000 Penalty: 76903.515625
Iteration 100F: 24 clusters Score -9.081373e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16103 members 
Mstep: Class 4 contains 36485 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 204214 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11041 members 
Mstep: Class 10 contains 1615 members 
Mstep: Class 11 contains 13723 members 
Mstep: Class 12 contains 11577 members 
Mstep: Class 13 contains 7900 members 
Mstep: Class 14 contains 26980 members 
Mstep: Class 15 contains 33676 members 
Mstep: Class 16 contains 198902 members 
Mstep: Class 17 contains 67842 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 13104 members 
Mstep: Class 20 contains 41977 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 16364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90814048.000000 Penalty: 76903.515625
Iteration 101Q: 24 clusters Score -9.081405e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16107 members 
Mstep: Class 4 contains 36492 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 204660 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11069 members 
Mstep: Class 10 contains 1615 members 
Mstep: Class 11 contains 13714 members 
Mstep: Class 12 contains 11434 members 
Mstep: Class 13 contains 7866 members 
Mstep: Class 14 contains 26962 members 
Mstep: Class 15 contains 33689 members 
Mstep: Class 16 contains 198362 members 
Mstep: Class 17 contains 67696 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 13096 members 
Mstep: Class 20 contains 41990 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 16752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90814520.000000 Penalty: 76903.515625
Iteration 102Q: 24 clusters Score -9.081452e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16111 members 
Mstep: Class 4 contains 36489 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 205071 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11098 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13706 members 
Mstep: Class 12 contains 11317 members 
Mstep: Class 13 contains 7832 members 
Mstep: Class 14 contains 26937 members 
Mstep: Class 15 contains 33697 members 
Mstep: Class 16 contains 197928 members 
Mstep: Class 17 contains 67492 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13084 members 
Mstep: Class 20 contains 42012 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 17117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90814752.000000 Penalty: 76903.515625
Iteration 103Q: 24 clusters Score -9.081475e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16097 members 
Mstep: Class 4 contains 36481 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 205455 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11128 members 
Mstep: Class 10 contains 1615 members 
Mstep: Class 11 contains 13708 members 
Mstep: Class 12 contains 11207 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 26922 members 
Mstep: Class 15 contains 33712 members 
Mstep: Class 16 contains 197535 members 
Mstep: Class 17 contains 67297 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13082 members 
Mstep: Class 20 contains 42023 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 17450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90814832.000000 Penalty: 76903.515625
Iteration 104Q: 24 clusters Score -9.081483e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16093 members 
Mstep: Class 4 contains 36497 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 205737 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11151 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13707 members 
Mstep: Class 12 contains 11078 members 
Mstep: Class 13 contains 7765 members 
Mstep: Class 14 contains 26916 members 
Mstep: Class 15 contains 33727 members 
Mstep: Class 16 contains 197255 members 
Mstep: Class 17 contains 67117 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13077 members 
Mstep: Class 20 contains 42021 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 17759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90815176.000000 Penalty: 76903.515625
Iteration 105Q: 24 clusters Score -9.081518e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16083 members 
Mstep: Class 4 contains 36510 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 205943 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11171 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13704 members 
Mstep: Class 12 contains 10934 members 
Mstep: Class 13 contains 7732 members 
Mstep: Class 14 contains 26895 members 
Mstep: Class 15 contains 33749 members 
Mstep: Class 16 contains 197077 members 
Mstep: Class 17 contains 66955 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13068 members 
Mstep: Class 20 contains 42006 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 18074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90815752.000000 Penalty: 76903.515625
Iteration 106Q: 24 clusters Score -9.081575e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16080 members 
Mstep: Class 4 contains 36516 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 206089 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11197 members 
Mstep: Class 10 contains 1610 members 
Mstep: Class 11 contains 13717 members 
Mstep: Class 12 contains 10800 members 
Mstep: Class 13 contains 7696 members 
Mstep: Class 14 contains 26889 members 
Mstep: Class 15 contains 33764 members 
Mstep: Class 16 contains 196925 members 
Mstep: Class 17 contains 66793 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13060 members 
Mstep: Class 20 contains 42009 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 18369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90815800.000000 Penalty: 76903.515625
Iteration 107Q: 24 clusters Score -9.08158e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16075 members 
Mstep: Class 4 contains 36514 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 206208 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11205 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13706 members 
Mstep: Class 12 contains 10652 members 
Mstep: Class 13 contains 7669 members 
Mstep: Class 14 contains 26884 members 
Mstep: Class 15 contains 33768 members 
Mstep: Class 16 contains 196882 members 
Mstep: Class 17 contains 66622 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 13057 members 
Mstep: Class 20 contains 42024 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 18637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90816240.000000 Penalty: 76903.515625
Iteration 108Q: 24 clusters Score -9.081624e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16071 members 
Mstep: Class 4 contains 36513 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 206338 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 1610 members 
Mstep: Class 11 contains 13698 members 
Mstep: Class 12 contains 10523 members 
Mstep: Class 13 contains 7642 members 
Mstep: Class 14 contains 26879 members 
Mstep: Class 15 contains 33773 members 
Mstep: Class 16 contains 196856 members 
Mstep: Class 17 contains 66453 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13056 members 
Mstep: Class 20 contains 42031 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 18871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90816264.000000 Penalty: 76903.515625
Iteration 109Q: 24 clusters Score -9.081626e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16082 members 
Mstep: Class 4 contains 36509 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 206517 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 1609 members 
Mstep: Class 11 contains 13682 members 
Mstep: Class 12 contains 10388 members 
Mstep: Class 13 contains 7615 members 
Mstep: Class 14 contains 26873 members 
Mstep: Class 15 contains 33790 members 
Mstep: Class 16 contains 196818 members 
Mstep: Class 17 contains 66287 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 13052 members 
Mstep: Class 20 contains 42022 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 19072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90816384.000000 Penalty: 76903.515625
Iteration 110Q: 24 clusters Score -9.081638e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16101 members 
Mstep: Class 4 contains 36525 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 206658 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11213 members 
Mstep: Class 10 contains 1610 members 
Mstep: Class 11 contains 13676 members 
Mstep: Class 12 contains 10264 members 
Mstep: Class 13 contains 7597 members 
Mstep: Class 14 contains 26860 members 
Mstep: Class 15 contains 33808 members 
Mstep: Class 16 contains 196743 members 
Mstep: Class 17 contains 66128 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 13044 members 
Mstep: Class 20 contains 42025 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 19269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90816408.000000 Penalty: 76903.515625
Iteration 111Q: 24 clusters Score -9.081641e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16108 members 
Mstep: Class 4 contains 36542 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 206844 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11239 members 
Mstep: Class 10 contains 1610 members 
Mstep: Class 11 contains 13669 members 
Mstep: Class 12 contains 10150 members 
Mstep: Class 13 contains 7581 members 
Mstep: Class 14 contains 26842 members 
Mstep: Class 15 contains 33821 members 
Mstep: Class 16 contains 196612 members 
Mstep: Class 17 contains 65959 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 13037 members 
Mstep: Class 20 contains 42042 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 19469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90816376.000000 Penalty: 76903.515625
Iteration 112Q: 24 clusters Score -9.081638e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16107 members 
Mstep: Class 4 contains 36552 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207025 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11258 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13663 members 
Mstep: Class 12 contains 10065 members 
Mstep: Class 13 contains 7560 members 
Mstep: Class 14 contains 26831 members 
Mstep: Class 15 contains 33830 members 
Mstep: Class 16 contains 196522 members 
Mstep: Class 17 contains 65770 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 13032 members 
Mstep: Class 20 contains 42063 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 19639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90816688.000000 Penalty: 76903.515625
Iteration 113Q: 24 clusters Score -9.081669e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16091 members 
Mstep: Class 4 contains 36561 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207239 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11269 members 
Mstep: Class 10 contains 1608 members 
Mstep: Class 11 contains 13660 members 
Mstep: Class 12 contains 9998 members 
Mstep: Class 13 contains 7534 members 
Mstep: Class 14 contains 26817 members 
Mstep: Class 15 contains 33839 members 
Mstep: Class 16 contains 196470 members 
Mstep: Class 17 contains 65572 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 13025 members 
Mstep: Class 20 contains 42070 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 19775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90816656.000000 Penalty: 76903.515625
Iteration 114Q: 24 clusters Score -9.081666e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16089 members 
Mstep: Class 4 contains 36571 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207415 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11280 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13658 members 
Mstep: Class 12 contains 9928 members 
Mstep: Class 13 contains 7503 members 
Mstep: Class 14 contains 26809 members 
Mstep: Class 15 contains 33852 members 
Mstep: Class 16 contains 196433 members 
Mstep: Class 17 contains 65405 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 13017 members 
Mstep: Class 20 contains 42085 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 19880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90816600.000000 Penalty: 76903.515625
Iteration 115Q: 24 clusters Score -9.08166e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16096 members 
Mstep: Class 4 contains 36574 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207629 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11289 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13660 members 
Mstep: Class 12 contains 9830 members 
Mstep: Class 13 contains 7473 members 
Mstep: Class 14 contains 26806 members 
Mstep: Class 15 contains 33855 members 
Mstep: Class 16 contains 196351 members 
Mstep: Class 17 contains 65252 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 42095 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 20005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90817032.000000 Penalty: 76903.515625
Iteration 116Q: 24 clusters Score -9.081703e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16106 members 
Mstep: Class 4 contains 36585 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207826 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11309 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13655 members 
Mstep: Class 12 contains 9757 members 
Mstep: Class 13 contains 7452 members 
Mstep: Class 14 contains 26803 members 
Mstep: Class 15 contains 33864 members 
Mstep: Class 16 contains 196264 members 
Mstep: Class 17 contains 65079 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12998 members 
Mstep: Class 20 contains 42099 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 20131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90817480.000000 Penalty: 76903.515625
Iteration 117Q: 24 clusters Score -9.081748e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16105 members 
Mstep: Class 4 contains 36602 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 208000 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11323 members 
Mstep: Class 10 contains 1604 members 
Mstep: Class 11 contains 13663 members 
Mstep: Class 12 contains 9685 members 
Mstep: Class 13 contains 7430 members 
Mstep: Class 14 contains 26806 members 
Mstep: Class 15 contains 33872 members 
Mstep: Class 16 contains 196223 members 
Mstep: Class 17 contains 64918 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12990 members 
Mstep: Class 20 contains 42090 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 20225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90817776.000000 Penalty: 76903.515625
Iteration 118Q: 24 clusters Score -9.081778e+07 nChanged 1958
Entering ConstructFrom: 
Score: -90817776.000000 Penalty: 76903.515625
Entering ConstructFrom: 
Trying to split cluster 1 (7247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Entering Unmasked Estep 
Score: -801532.437500 Penalty: 2204.309082
	Iteration 0F: 2 clusters Score -801532.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -795702.062500 Penalty: 4408.618164
	Iteration 0F: 3 clusters Score -795702.1 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -797370.125000 Penalty: 4408.618164
	Iteration 1F: 3 clusters Score -797370.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -797793.625000 Penalty: 4408.618164
	Iteration 2F: 3 clusters Score -797793.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -798085.750000 Penalty: 4408.618164
	Iteration 3F: 3 clusters Score -798085.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -798310.187500 Penalty: 4408.618164
	Iteration 4F: 3 clusters Score -798310.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -798509.625000 Penalty: 4408.618164
	Iteration 5Q: 3 clusters Score -798509.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -798720.437500 Penalty: 4408.618164
	Iteration 6Q: 3 clusters Score -798720.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -798923.437500 Penalty: 4408.618164
	Iteration 7Q: 3 clusters Score -798923.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -799121.625000 Penalty: 4408.618164
	Iteration 8Q: 3 clusters Score -799121.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -799303.687500 Penalty: 4408.618164
	Iteration 9Q: 3 clusters Score -799303.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -799447.875000 Penalty: 4408.618164
	Iteration 10Q: 3 clusters Score -799447.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -799585.500000 Penalty: 4408.618164
	Iteration 11Q: 3 clusters Score -799585.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -799730.500000 Penalty: 4408.618164
	Iteration 12Q: 3 clusters Score -799730.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -799834.062500 Penalty: 4408.618164
	Iteration 13Q: 3 clusters Score -799834.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -799899.437500 Penalty: 4408.618164
	Iteration 14Q: 3 clusters Score -799899.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -799966.750000 Penalty: 4408.618164
	Iteration 15Q: 3 clusters Score -799966.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -800018.687500 Penalty: 4408.618164
	Iteration 16Q: 3 clusters Score -800018.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -800064.437500 Penalty: 4408.618164
	Iteration 17Q: 3 clusters Score -800064.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -800095.125000 Penalty: 4408.618164
	Iteration 18Q: 3 clusters Score -800095.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -800125.000000 Penalty: 4408.618164
	Iteration 19Q: 3 clusters Score -800125 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -800147.187500 Penalty: 4408.618164
	Iteration 20F: 3 clusters Score -800147.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -800168.937500 Penalty: 4408.618164
	Iteration 21Q: 3 clusters Score -800168.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -800180.125000 Penalty: 4408.618164
	Iteration 22Q: 3 clusters Score -800180.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -800186.687500 Penalty: 4408.618164
	Iteration 23Q: 3 clusters Score -800186.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -800190.375000 Penalty: 4408.618164
	Iteration 24Q: 3 clusters Score -800190.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -800193.000000 Penalty: 4408.618164
	Iteration 25Q: 3 clusters Score -800193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -800195.250000 Penalty: 4408.618164
	Iteration 26Q: 3 clusters Score -800195.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -800198.250000 Penalty: 4408.618164
	Iteration 27Q: 3 clusters Score -800198.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -800201.437500 Penalty: 4408.618164
	Iteration 28Q: 3 clusters Score -800201.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -800203.000000 Penalty: 4408.618164
	Iteration 29Q: 3 clusters Score -800203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -800202.125000 Penalty: 4408.618164
	Iteration 30Q: 3 clusters Score -800202.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -800202.562500 Penalty: 4408.618164
	Iteration 31Q: 3 clusters Score -800202.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -800204.812500 Penalty: 4408.618164
	Iteration 32Q: 3 clusters Score -800204.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -800206.000000 Penalty: 4408.618164
	Iteration 33Q: 3 clusters Score -800206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -800206.562500 Penalty: 4408.618164
	Iteration 34Q: 3 clusters Score -800206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -800206.125000 Penalty: 4408.618164
	Iteration 35Q: 3 clusters Score -800206.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -800207.375000 Penalty: 4408.618164
	Iteration 36Q: 3 clusters Score -800207.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -800207.687500 Penalty: 4408.618164
	Iteration 37Q: 3 clusters Score -800207.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -800208.437500 Penalty: 4408.618164
	Iteration 38Q: 3 clusters Score -800208.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -800208.187500 Penalty: 4408.618164
	Iteration 39Q: 3 clusters Score -800208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -800208.750000 Penalty: 4408.618164
	Iteration 40F: 3 clusters Score -800208.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -800207.812500 Penalty: 4408.618164
	Iteration 41Q: 3 clusters Score -800207.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -800208.875000 Penalty: 4408.618164
	Iteration 42Q: 3 clusters Score -800208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -800210.062500 Penalty: 4408.618164
	Iteration 43Q: 3 clusters Score -800210.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -800209.812500 Penalty: 4408.618164
	Iteration 44Q: 3 clusters Score -800209.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -800210.125000 Penalty: 4408.618164
	Iteration 45Q: 3 clusters Score -800210.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -800210.500000 Penalty: 4408.618164
	Iteration 46Q: 3 clusters Score -800210.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -800211.062500 Penalty: 4408.618164
	Iteration 47Q: 3 clusters Score -800211.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -800211.062500 Penalty: 4408.618164
	Iteration 48F: 3 clusters Score -800211.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -104800.796875 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -104800.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -103006.593750 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -103006.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -103380.312500 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -103380.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -103523.500000 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -103523.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -103666.085938 Penalty: 3394.500000
	Iteration 3Q: 3 clusters Score -103666.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -103736.726562 Penalty: 3394.500000
	Iteration 4Q: 3 clusters Score -103736.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -103808.335938 Penalty: 3394.500000
	Iteration 5Q: 3 clusters Score -103808.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -103898.031250 Penalty: 3394.500000
	Iteration 6Q: 3 clusters Score -103898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -104004.226562 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -104004.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -104125.195312 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -104125.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -104192.929688 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -104192.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -104230.218750 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -104230.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -104251.085938 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -104251.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -104256.648438 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -104256.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -104260.500000 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -104260.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -104264.375000 Penalty: 3394.500000
	Iteration 14Q: 3 clusters Score -104264.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -104267.742188 Penalty: 3394.500000
	Iteration 15Q: 3 clusters Score -104267.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -104268.062500 Penalty: 3394.500000
	Iteration 16Q: 3 clusters Score -104268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -104268.062500 Penalty: 3394.500000
	Iteration 17F: 3 clusters Score -104268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Entering Unmasked Estep 
Score: -2104030.250000 Penalty: 2402.316650
	Iteration 0F: 2 clusters Score -2104030 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 7979 members 
Entering Unmasked Estep 
Score: -2092440.250000 Penalty: 4804.633301
	Iteration 0F: 3 clusters Score -2092440 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2096232.750000 Penalty: 4804.633301
	Iteration 1F: 3 clusters Score -2096233 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2096626.125000 Penalty: 4804.633301
	Iteration 2F: 3 clusters Score -2096626 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2096939.375000 Penalty: 4804.633301
	Iteration 3Q: 3 clusters Score -2096939 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2097233.750000 Penalty: 4804.633301
	Iteration 4Q: 3 clusters Score -2097234 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2097573.500000 Penalty: 4804.633301
	Iteration 5Q: 3 clusters Score -2097574 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2097964.250000 Penalty: 4804.633301
	Iteration 6Q: 3 clusters Score -2097964 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2098355.500000 Penalty: 4804.633301
	Iteration 7Q: 3 clusters Score -2098356 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2098733.000000 Penalty: 4804.633301
	Iteration 8Q: 3 clusters Score -2098733 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2099070.750000 Penalty: 4804.633301
	Iteration 9Q: 3 clusters Score -2099071 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2099337.500000 Penalty: 4804.633301
	Iteration 10Q: 3 clusters Score -2099338 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2099568.000000 Penalty: 4804.633301
	Iteration 11Q: 3 clusters Score -2099568 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2099744.000000 Penalty: 4804.633301
	Iteration 12Q: 3 clusters Score -2099744 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2099890.000000 Penalty: 4804.633301
	Iteration 13Q: 3 clusters Score -2099890 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2100008.750000 Penalty: 4804.633301
	Iteration 14Q: 3 clusters Score -2100009 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -2100126.000000 Penalty: 4804.633301
	Iteration 15Q: 3 clusters Score -2100126 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2100235.500000 Penalty: 4804.633301
	Iteration 16Q: 3 clusters Score -2100236 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2100346.500000 Penalty: 4804.633301
	Iteration 17Q: 3 clusters Score -2100346 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2100456.000000 Penalty: 4804.633301
	Iteration 18Q: 3 clusters Score -2100456 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2100562.750000 Penalty: 4804.633301
	Iteration 19Q: 3 clusters Score -2100563 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2100656.250000 Penalty: 4804.633301
	Iteration 20F: 3 clusters Score -2100656 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2100752.000000 Penalty: 4804.633301
	Iteration 21Q: 3 clusters Score -2100752 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2100848.250000 Penalty: 4804.633301
	Iteration 22Q: 3 clusters Score -2100848 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2100920.250000 Penalty: 4804.633301
	Iteration 23Q: 3 clusters Score -2100920 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2101015.250000 Penalty: 4804.633301
	Iteration 24Q: 3 clusters Score -2101015 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2101094.250000 Penalty: 4804.633301
	Iteration 25Q: 3 clusters Score -2101094 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2101178.000000 Penalty: 4804.633301
	Iteration 26Q: 3 clusters Score -2101178 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2101265.250000 Penalty: 4804.633301
	Iteration 27Q: 3 clusters Score -2101265 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2101326.500000 Penalty: 4804.633301
	Iteration 28Q: 3 clusters Score -2101326 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2101388.000000 Penalty: 4804.633301
	Iteration 29Q: 3 clusters Score -2101388 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2101452.750000 Penalty: 4804.633301
	Iteration 30Q: 3 clusters Score -2101453 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2101503.500000 Penalty: 4804.633301
	Iteration 31Q: 3 clusters Score -2101504 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2101546.000000 Penalty: 4804.633301
	Iteration 32Q: 3 clusters Score -2101546 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2101596.500000 Penalty: 4804.633301
	Iteration 33Q: 3 clusters Score -2101596 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2101644.500000 Penalty: 4804.633301
	Iteration 34Q: 3 clusters Score -2101644 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2101693.250000 Penalty: 4804.633301
	Iteration 35Q: 3 clusters Score -2101693 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2101736.500000 Penalty: 4804.633301
	Iteration 36Q: 3 clusters Score -2101736 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2101764.500000 Penalty: 4804.633301
	Iteration 37Q: 3 clusters Score -2101764 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2101790.750000 Penalty: 4804.633301
	Iteration 38Q: 3 clusters Score -2101791 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2101806.000000 Penalty: 4804.633301
	Iteration 39Q: 3 clusters Score -2101806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2101818.500000 Penalty: 4804.633301
	Iteration 40F: 3 clusters Score -2101818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2101834.250000 Penalty: 4804.633301
	Iteration 41Q: 3 clusters Score -2101834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2101840.500000 Penalty: 4804.633301
	Iteration 42Q: 3 clusters Score -2101840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2101843.250000 Penalty: 4804.633301
	Iteration 43Q: 3 clusters Score -2101843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2101855.750000 Penalty: 4804.633301
	Iteration 44Q: 3 clusters Score -2101856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2101865.500000 Penalty: 4804.633301
	Iteration 45Q: 3 clusters Score -2101866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2101870.500000 Penalty: 4804.633301
	Iteration 46Q: 3 clusters Score -2101870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2101877.250000 Penalty: 4804.633301
	Iteration 47Q: 3 clusters Score -2101877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2101884.500000 Penalty: 4804.633301
	Iteration 48Q: 3 clusters Score -2101884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2101896.250000 Penalty: 4804.633301
	Iteration 49Q: 3 clusters Score -2101896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2101902.500000 Penalty: 4804.633301
	Iteration 50Q: 3 clusters Score -2101902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2101913.000000 Penalty: 4804.633301
	Iteration 51Q: 3 clusters Score -2101913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2101917.250000 Penalty: 4804.633301
	Iteration 52Q: 3 clusters Score -2101917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2101921.500000 Penalty: 4804.633301
	Iteration 53Q: 3 clusters Score -2101922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2101928.500000 Penalty: 4804.633301
	Iteration 54Q: 3 clusters Score -2101928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2101929.750000 Penalty: 4804.633301
	Iteration 55Q: 3 clusters Score -2101930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2101938.250000 Penalty: 4804.633301
	Iteration 56Q: 3 clusters Score -2101938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2101942.250000 Penalty: 4804.633301
	Iteration 57Q: 3 clusters Score -2101942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2101948.000000 Penalty: 4804.633301
	Iteration 58Q: 3 clusters Score -2101948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2101954.250000 Penalty: 4804.633301
	Iteration 59Q: 3 clusters Score -2101954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2101963.500000 Penalty: 4804.633301
	Iteration 60F: 3 clusters Score -2101964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2101977.500000 Penalty: 4804.633301
	Iteration 61Q: 3 clusters Score -2101978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2101986.250000 Penalty: 4804.633301
	Iteration 62Q: 3 clusters Score -2101986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2101998.750000 Penalty: 4804.633301
	Iteration 63Q: 3 clusters Score -2101999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2102001.000000 Penalty: 4804.633301
	Iteration 64Q: 3 clusters Score -2102001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2102005.000000 Penalty: 4804.633301
	Iteration 65Q: 3 clusters Score -2102005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2102007.500000 Penalty: 4804.633301
	Iteration 66Q: 3 clusters Score -2102008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2102007.750000 Penalty: 4804.633301
	Iteration 67Q: 3 clusters Score -2102008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2102015.500000 Penalty: 4804.633301
	Iteration 68Q: 3 clusters Score -2102016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2102016.500000 Penalty: 4804.633301
	Iteration 69Q: 3 clusters Score -2102016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2102022.250000 Penalty: 4804.633301
	Iteration 70Q: 3 clusters Score -2102022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2102024.500000 Penalty: 4804.633301
	Iteration 71Q: 3 clusters Score -2102024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2102021.000000 Penalty: 4804.633301
	Iteration 72Q: 3 clusters Score -2102021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2102024.750000 Penalty: 4804.633301
	Iteration 73Q: 3 clusters Score -2102025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2102028.500000 Penalty: 4804.633301
	Iteration 74Q: 3 clusters Score -2102028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2102033.750000 Penalty: 4804.633301
	Iteration 75Q: 3 clusters Score -2102034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2102038.750000 Penalty: 4804.633301
	Iteration 76Q: 3 clusters Score -2102039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2102043.000000 Penalty: 4804.633301
	Iteration 77Q: 3 clusters Score -2102043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2102047.000000 Penalty: 4804.633301
	Iteration 78Q: 3 clusters Score -2102047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2102048.250000 Penalty: 4804.633301
	Iteration 79Q: 3 clusters Score -2102048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2102048.750000 Penalty: 4804.633301
	Iteration 80F: 3 clusters Score -2102049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2102049.750000 Penalty: 4804.633301
	Iteration 81Q: 3 clusters Score -2102050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2102050.750000 Penalty: 4804.633301
	Iteration 82Q: 3 clusters Score -2102051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2102052.000000 Penalty: 4804.633301
	Iteration 83Q: 3 clusters Score -2102052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2102052.750000 Penalty: 4804.633301
	Iteration 84Q: 3 clusters Score -2102053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2102053.500000 Penalty: 4804.633301
	Iteration 85Q: 3 clusters Score -2102054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2102054.250000 Penalty: 4804.633301
	Iteration 86Q: 3 clusters Score -2102054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2102052.250000 Penalty: 4804.633301
	Iteration 87Q: 3 clusters Score -2102052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2102054.500000 Penalty: 4804.633301
	Iteration 88Q: 3 clusters Score -2102054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2102056.750000 Penalty: 4804.633301
	Iteration 89Q: 3 clusters Score -2102057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2102055.500000 Penalty: 4804.633301
	Iteration 90Q: 3 clusters Score -2102056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2102057.250000 Penalty: 4804.633301
	Iteration 91Q: 3 clusters Score -2102057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2102057.250000 Penalty: 4804.633301
	Iteration 92Q: 3 clusters Score -2102057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2102056.750000 Penalty: 4804.633301
	Iteration 93Q: 3 clusters Score -2102057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2102057.000000 Penalty: 4804.633301
	Iteration 94Q: 3 clusters Score -2102057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2102057.000000 Penalty: 4804.633301
	Iteration 95F: 3 clusters Score -2102057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Entering Unmasked Estep 
Score: -4687818.000000 Penalty: 2605.989502
	Iteration 0F: 2 clusters Score -4687818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -4662947.000000 Penalty: 5211.979004
	Iteration 0F: 3 clusters Score -4662947 nChanged 16666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -4671948.000000 Penalty: 5211.979004
	Iteration 1F: 3 clusters Score -4671948 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4672420.000000 Penalty: 5211.979004
	Iteration 2Q: 3 clusters Score -4672420 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4672787.500000 Penalty: 5211.979004
	Iteration 3Q: 3 clusters Score -4672788 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -4673121.500000 Penalty: 5211.979004
	Iteration 4Q: 3 clusters Score -4673122 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -4673431.500000 Penalty: 5211.979004
	Iteration 5Q: 3 clusters Score -4673432 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -4673804.000000 Penalty: 5211.979004
	Iteration 6Q: 3 clusters Score -4673804 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -4674302.500000 Penalty: 5211.979004
	Iteration 7Q: 3 clusters Score -4674302 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -4675014.000000 Penalty: 5211.979004
	Iteration 8Q: 3 clusters Score -4675014 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -4676051.000000 Penalty: 5211.979004
	Iteration 9Q: 3 clusters Score -4676051 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -4677602.000000 Penalty: 5211.979004
	Iteration 10F: 3 clusters Score -4677602 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -4679528.000000 Penalty: 5211.979004
	Iteration 11F: 3 clusters Score -4679528 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -4681578.000000 Penalty: 5211.979004
	Iteration 12F: 3 clusters Score -4681578 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -4683371.000000 Penalty: 5211.979004
	Iteration 13F: 3 clusters Score -4683371 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -4684467.000000 Penalty: 5211.979004
	Iteration 14Q: 3 clusters Score -4684467 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -4685045.000000 Penalty: 5211.979004
	Iteration 15Q: 3 clusters Score -4685045 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -4685285.500000 Penalty: 5211.979004
	Iteration 16Q: 3 clusters Score -4685286 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -4685382.500000 Penalty: 5211.979004
	Iteration 17Q: 3 clusters Score -4685382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -4685430.500000 Penalty: 5211.979004
	Iteration 18Q: 3 clusters Score -4685430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -4685469.000000 Penalty: 5211.979004
	Iteration 19Q: 3 clusters Score -4685469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -4685486.500000 Penalty: 5211.979004
	Iteration 20F: 3 clusters Score -4685486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -4685511.500000 Penalty: 5211.979004
	Iteration 21Q: 3 clusters Score -4685512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -4685533.000000 Penalty: 5211.979004
	Iteration 22Q: 3 clusters Score -4685533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -4685548.000000 Penalty: 5211.979004
	Iteration 23Q: 3 clusters Score -4685548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -4685553.500000 Penalty: 5211.979004
	Iteration 24Q: 3 clusters Score -4685554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -4685555.500000 Penalty: 5211.979004
	Iteration 25Q: 3 clusters Score -4685556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -4685559.000000 Penalty: 5211.979004
	Iteration 26Q: 3 clusters Score -4685559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -4685567.500000 Penalty: 5211.979004
	Iteration 27Q: 3 clusters Score -4685568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -4685574.500000 Penalty: 5211.979004
	Iteration 28Q: 3 clusters Score -4685574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -4685578.500000 Penalty: 5211.979004
	Iteration 29Q: 3 clusters Score -4685578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -4685578.500000 Penalty: 5211.979004
	Iteration 30F: 3 clusters Score -4685578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -113490.718750 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -113490.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -111570.304688 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -111570.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -112123.835938 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -112123.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -112637.734375 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -112637.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113040.828125 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -113040.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113380.835938 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -113380.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -113653.140625 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -113653.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -114017.156250 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -114017.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -114103.054688 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -114103.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -114114.750000 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -114114.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -114119.734375 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -114119.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -114130.007812 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -114130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -114148.875000 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -114148.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -114150.289062 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -114150.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -114153.546875 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -114153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -114155.242188 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -114155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -114155.843750 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -114155.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -114155.843750 Penalty: 3437.525391
	Iteration 16F: 3 clusters Score -114155.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16103 members 
Mstep: Class 4 contains 36608 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 208289 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11343 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13671 members 
Mstep: Class 12 contains 9612 members 
Mstep: Class 13 contains 7408 members 
Mstep: Class 14 contains 26794 members 
Mstep: Class 15 contains 33873 members 
Mstep: Class 16 contains 196079 members 
Mstep: Class 17 contains 64759 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12982 members 
Mstep: Class 20 contains 42106 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 20307 members 
Mstep: Class 24 contains 538 members 
Entering Unmasked Estep 
Score: -90816800.000000 Penalty: 80247.148438
Splitting cluster 5 changes total score from -90817776.000000 to -90816800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (208289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208289 members 
Entering Unmasked Estep 
Score: -27178260.000000 Penalty: 3037.177246
	Iteration 0F: 2 clusters Score -2.717826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103876 members 
Mstep: Class 2 contains 104413 members 
Entering Unmasked Estep 
Score: -27045368.000000 Penalty: 6074.354492
	Iteration 0F: 3 clusters Score -2.704537e+07 nChanged 99900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99438 members 
Mstep: Class 2 contains 108851 members 
Entering Unmasked Estep 
Score: -27103394.000000 Penalty: 6074.354492
	Iteration 1F: 3 clusters Score -2.710339e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96878 members 
Mstep: Class 2 contains 111411 members 
Entering Unmasked Estep 
Score: -27104422.000000 Penalty: 6074.354492
	Iteration 2Q: 3 clusters Score -2.710442e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 115309 members 
Entering Unmasked Estep 
Score: -27105912.000000 Penalty: 6074.354492
	Iteration 3Q: 3 clusters Score -2.710591e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86984 members 
Mstep: Class 2 contains 121305 members 
Entering Unmasked Estep 
Score: -27108610.000000 Penalty: 6074.354492
	Iteration 4Q: 3 clusters Score -2.710861e+07 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78069 members 
Mstep: Class 2 contains 130220 members 
Entering Unmasked Estep 
Score: -27113290.000000 Penalty: 6074.354492
	Iteration 5Q: 3 clusters Score -2.711329e+07 nChanged 12939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 142887 members 
Entering Unmasked Estep 
Score: -27121692.000000 Penalty: 6074.354492
	Iteration 6F: 3 clusters Score -2.712169e+07 nChanged 16519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 159286 members 
Entering Unmasked Estep 
Score: -27134406.000000 Penalty: 6074.354492
	Iteration 7F: 3 clusters Score -2.713441e+07 nChanged 18261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 177537 members 
Entering Unmasked Estep 
Score: -27150258.000000 Penalty: 6074.354492
	Iteration 8F: 3 clusters Score -2.715026e+07 nChanged 15774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 193311 members 
Entering Unmasked Estep 
Score: -27163842.000000 Penalty: 6074.354492
	Iteration 9F: 3 clusters Score -2.716384e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 202720 members 
Entering Unmasked Estep 
Score: -27171400.000000 Penalty: 6074.354492
	Iteration 10Q: 3 clusters Score -2.71714e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 206536 members 
Entering Unmasked Estep 
Score: -27174202.000000 Penalty: 6074.354492
	Iteration 11Q: 3 clusters Score -2.71742e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 207665 members 
Entering Unmasked Estep 
Score: -27175082.000000 Penalty: 6074.354492
	Iteration 12Q: 3 clusters Score -2.717508e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 207970 members 
Entering Unmasked Estep 
Score: -27175366.000000 Penalty: 6074.354492
	Iteration 13Q: 3 clusters Score -2.717537e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 208045 members 
Entering Unmasked Estep 
Score: -27175468.000000 Penalty: 6074.354492
	Iteration 14Q: 3 clusters Score -2.717547e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 208082 members 
Entering Unmasked Estep 
Score: -27175536.000000 Penalty: 6074.354492
	Iteration 15Q: 3 clusters Score -2.717554e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 208090 members 
Entering Unmasked Estep 
Score: -27175578.000000 Penalty: 6074.354492
	Iteration 16Q: 3 clusters Score -2.717558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 208093 members 
Entering Unmasked Estep 
Score: -27175600.000000 Penalty: 6074.354492
	Iteration 17Q: 3 clusters Score -2.71756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 208092 members 
Entering Unmasked Estep 
Score: -27175594.000000 Penalty: 6074.354492
	Iteration 18Q: 3 clusters Score -2.717559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 208093 members 
Entering Unmasked Estep 
Score: -27175594.000000 Penalty: 6074.354492
	Iteration 19Q: 3 clusters Score -2.717559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 208095 members 
Entering Unmasked Estep 
Score: -27175610.000000 Penalty: 6074.354492
	Iteration 20F: 3 clusters Score -2.717561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 208096 members 
Entering Unmasked Estep 
Score: -27175608.000000 Penalty: 6074.354492
	Iteration 21Q: 3 clusters Score -2.717561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 208096 members 
Entering Unmasked Estep 
Score: -27175608.000000 Penalty: 6074.354492
	Iteration 22F: 3 clusters Score -2.717561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -39392.414062 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -39392.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38045.691406 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -38045.69 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38393.406250 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -38393.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -38755.738281 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -38755.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38960.230469 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -38960.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39116.277344 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -39116.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39216.179688 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -39216.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39320.718750 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -39320.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39355.019531 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -39355.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -39382.718750 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -39382.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39406.886719 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -39406.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -39413.203125 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -39413.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -39417.289062 Penalty: 2952.808594
	Iteration 11Q: 3 clusters Score -39417.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -39417.289062 Penalty: 2952.808594
	Iteration 12F: 3 clusters Score -39417.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16103 members 
Mstep: Class 4 contains 36608 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 208289 members 
Mstep: Class 7 contains 242 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11343 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13671 members 
Mstep: Class 12 contains 9612 members 
Mstep: Class 13 contains 7408 members 
Mstep: Class 14 contains 26794 members 
Mstep: Class 15 contains 33873 members 
Mstep: Class 16 contains 196079 members 
Mstep: Class 17 contains 64759 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12982 members 
Mstep: Class 20 contains 42106 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 20307 members 
Mstep: Class 24 contains 143 members 
Entering Unmasked Estep 
Score: -90815928.000000 Penalty: 80247.148438
Splitting cluster 7 changes total score from -90817776.000000 to -90815928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -59058.664062 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -59058.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57548.519531 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -57548.52 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57725.121094 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -57725.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57778.320312 Penalty: 3068.359619
	Iteration 2Q: 3 clusters Score -57778.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57792.945312 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -57792.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -57794.714844 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -57794.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57797.722656 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -57797.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -57800.339844 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -57800.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57805.886719 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -57805.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57814.605469 Penalty: 3068.359619
	Iteration 8Q: 3 clusters Score -57814.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57821.429688 Penalty: 3068.359619
	Iteration 9Q: 3 clusters Score -57821.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57825.750000 Penalty: 3068.359619
	Iteration 10Q: 3 clusters Score -57825.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57825.750000 Penalty: 3068.359619
	Iteration 11F: 3 clusters Score -57825.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Entering Unmasked Estep 
Score: -1502703.750000 Penalty: 2315.416260
	Iteration 0F: 2 clusters Score -1502704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1494137.375000 Penalty: 4630.832520
	Iteration 0F: 3 clusters Score -1494137 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1496663.375000 Penalty: 4630.832520
	Iteration 1F: 3 clusters Score -1496663 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1497000.750000 Penalty: 4630.832520
	Iteration 2F: 3 clusters Score -1497001 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1497249.500000 Penalty: 4630.832520
	Iteration 3Q: 3 clusters Score -1497250 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1497440.625000 Penalty: 4630.832520
	Iteration 4Q: 3 clusters Score -1497441 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1497638.000000 Penalty: 4630.832520
	Iteration 5Q: 3 clusters Score -1497638 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1497868.500000 Penalty: 4630.832520
	Iteration 6Q: 3 clusters Score -1497868 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1498117.625000 Penalty: 4630.832520
	Iteration 7Q: 3 clusters Score -1498118 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1498388.000000 Penalty: 4630.832520
	Iteration 8Q: 3 clusters Score -1498388 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1498738.250000 Penalty: 4630.832520
	Iteration 9Q: 3 clusters Score -1498738 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1499107.000000 Penalty: 4630.832520
	Iteration 10Q: 3 clusters Score -1499107 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1499478.875000 Penalty: 4630.832520
	Iteration 11Q: 3 clusters Score -1499479 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1499784.375000 Penalty: 4630.832520
	Iteration 12Q: 3 clusters Score -1499784 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1500061.750000 Penalty: 4630.832520
	Iteration 13Q: 3 clusters Score -1500062 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1500233.000000 Penalty: 4630.832520
	Iteration 14Q: 3 clusters Score -1500233 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1500363.750000 Penalty: 4630.832520
	Iteration 15Q: 3 clusters Score -1500364 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1500450.250000 Penalty: 4630.832520
	Iteration 16Q: 3 clusters Score -1500450 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1500509.500000 Penalty: 4630.832520
	Iteration 17Q: 3 clusters Score -1500510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1500553.375000 Penalty: 4630.832520
	Iteration 18Q: 3 clusters Score -1500553 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1500588.125000 Penalty: 4630.832520
	Iteration 19Q: 3 clusters Score -1500588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1500610.000000 Penalty: 4630.832520
	Iteration 20F: 3 clusters Score -1500610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1500620.000000 Penalty: 4630.832520
	Iteration 21Q: 3 clusters Score -1500620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1500629.000000 Penalty: 4630.832520
	Iteration 22Q: 3 clusters Score -1500629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1500639.875000 Penalty: 4630.832520
	Iteration 23Q: 3 clusters Score -1500640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1500641.750000 Penalty: 4630.832520
	Iteration 24Q: 3 clusters Score -1500642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1500640.750000 Penalty: 4630.832520
	Iteration 25Q: 3 clusters Score -1500641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1500640.875000 Penalty: 4630.832520
	Iteration 26Q: 3 clusters Score -1500641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1500640.875000 Penalty: 4630.832520
	Iteration 27F: 3 clusters Score -1500641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Entering Unmasked Estep 
Score: -186169.015625 Penalty: 1830.458008
	Iteration 0F: 2 clusters Score -186169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -183883.156250 Penalty: 3660.916016
	Iteration 0F: 3 clusters Score -183883.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -184299.812500 Penalty: 3660.916016
	Iteration 1F: 3 clusters Score -184299.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -184438.296875 Penalty: 3660.916016
	Iteration 2F: 3 clusters Score -184438.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -184549.140625 Penalty: 3660.916016
	Iteration 3Q: 3 clusters Score -184549.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -184645.015625 Penalty: 3660.916016
	Iteration 4Q: 3 clusters Score -184645 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -184708.984375 Penalty: 3660.916016
	Iteration 5Q: 3 clusters Score -184709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -184741.718750 Penalty: 3660.916016
	Iteration 6Q: 3 clusters Score -184741.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -184764.406250 Penalty: 3660.916016
	Iteration 7Q: 3 clusters Score -184764.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -184791.625000 Penalty: 3660.916016
	Iteration 8Q: 3 clusters Score -184791.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -184814.953125 Penalty: 3660.916016
	Iteration 9Q: 3 clusters Score -184815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -184838.109375 Penalty: 3660.916016
	Iteration 10Q: 3 clusters Score -184838.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -184852.562500 Penalty: 3660.916016
	Iteration 11Q: 3 clusters Score -184852.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -184870.625000 Penalty: 3660.916016
	Iteration 12Q: 3 clusters Score -184870.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -184885.203125 Penalty: 3660.916016
	Iteration 13Q: 3 clusters Score -184885.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -184896.671875 Penalty: 3660.916016
	Iteration 14Q: 3 clusters Score -184896.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -184902.343750 Penalty: 3660.916016
	Iteration 15Q: 3 clusters Score -184902.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -184912.906250 Penalty: 3660.916016
	Iteration 16Q: 3 clusters Score -184912.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -184924.390625 Penalty: 3660.916016
	Iteration 17Q: 3 clusters Score -184924.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -184928.671875 Penalty: 3660.916016
	Iteration 18Q: 3 clusters Score -184928.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -184937.265625 Penalty: 3660.916016
	Iteration 19Q: 3 clusters Score -184937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -184938.000000 Penalty: 3660.916016
	Iteration 20F: 3 clusters Score -184938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -184938.437500 Penalty: 3660.916016
	Iteration 21Q: 3 clusters Score -184938.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -184938.750000 Penalty: 3660.916016
	Iteration 22Q: 3 clusters Score -184938.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -184938.750000 Penalty: 3660.916016
	Iteration 23F: 3 clusters Score -184938.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Entering Unmasked Estep 
Score: -1787281.625000 Penalty: 2361.711914
	Iteration 0F: 2 clusters Score -1787282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1777283.125000 Penalty: 4723.423828
	Iteration 0F: 3 clusters Score -1777283 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1780332.125000 Penalty: 4723.423828
	Iteration 1F: 3 clusters Score -1780332 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1780727.125000 Penalty: 4723.423828
	Iteration 2F: 3 clusters Score -1780727 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1781104.875000 Penalty: 4723.423828
	Iteration 3F: 3 clusters Score -1781105 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1781556.750000 Penalty: 4723.423828
	Iteration 4F: 3 clusters Score -1781557 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1782146.500000 Penalty: 4723.423828
	Iteration 5F: 3 clusters Score -1782146 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1782759.750000 Penalty: 4723.423828
	Iteration 6F: 3 clusters Score -1782760 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1783386.750000 Penalty: 4723.423828
	Iteration 7F: 3 clusters Score -1783387 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1783966.750000 Penalty: 4723.423828
	Iteration 8F: 3 clusters Score -1783967 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1784622.625000 Penalty: 4723.423828
	Iteration 9F: 3 clusters Score -1784623 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1785389.500000 Penalty: 4723.423828
	Iteration 10F: 3 clusters Score -1785390 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1786043.500000 Penalty: 4723.423828
	Iteration 11Q: 3 clusters Score -1786044 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1786526.625000 Penalty: 4723.423828
	Iteration 12Q: 3 clusters Score -1786527 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1786886.750000 Penalty: 4723.423828
	Iteration 13Q: 3 clusters Score -1786887 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1787156.000000 Penalty: 4723.423828
	Iteration 14Q: 3 clusters Score -1787156 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1787357.375000 Penalty: 4723.423828
	Iteration 15Q: 3 clusters Score -1787357 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1787476.750000 Penalty: 4723.423828
	Iteration 16Q: 3 clusters Score -1787477 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1787564.250000 Penalty: 4723.423828
	Iteration 17Q: 3 clusters Score -1787564 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1787622.375000 Penalty: 4723.423828
	Iteration 18Q: 3 clusters Score -1787622 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1787655.250000 Penalty: 4723.423828
	Iteration 19Q: 3 clusters Score -1787655 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1787687.125000 Penalty: 4723.423828
	Iteration 20F: 3 clusters Score -1787687 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1787698.125000 Penalty: 4723.423828
	Iteration 21Q: 3 clusters Score -1787698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1787703.250000 Penalty: 4723.423828
	Iteration 22Q: 3 clusters Score -1787703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1787715.125000 Penalty: 4723.423828
	Iteration 23Q: 3 clusters Score -1787715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1787719.375000 Penalty: 4723.423828
	Iteration 24Q: 3 clusters Score -1787719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1787722.500000 Penalty: 4723.423828
	Iteration 25Q: 3 clusters Score -1787722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1787722.500000 Penalty: 4723.423828
	Iteration 26Q: 3 clusters Score -1787722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1787728.750000 Penalty: 4723.423828
	Iteration 27Q: 3 clusters Score -1787729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1787729.375000 Penalty: 4723.423828
	Iteration 28Q: 3 clusters Score -1787729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1787731.875000 Penalty: 4723.423828
	Iteration 29Q: 3 clusters Score -1787732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1787736.250000 Penalty: 4723.423828
	Iteration 30Q: 3 clusters Score -1787736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1787738.750000 Penalty: 4723.423828
	Iteration 31Q: 3 clusters Score -1787739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1787739.625000 Penalty: 4723.423828
	Iteration 32Q: 3 clusters Score -1787740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1787735.750000 Penalty: 4723.423828
	Iteration 33Q: 3 clusters Score -1787736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1787733.750000 Penalty: 4723.423828
	Iteration 34Q: 3 clusters Score -1787734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1787736.000000 Penalty: 4723.423828
	Iteration 35Q: 3 clusters Score -1787736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1787737.250000 Penalty: 4723.423828
	Iteration 36Q: 3 clusters Score -1787737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1787739.250000 Penalty: 4723.423828
	Iteration 37Q: 3 clusters Score -1787739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1787738.750000 Penalty: 4723.423828
	Iteration 38Q: 3 clusters Score -1787739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1787740.500000 Penalty: 4723.423828
	Iteration 39Q: 3 clusters Score -1787740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1787742.125000 Penalty: 4723.423828
	Iteration 40F: 3 clusters Score -1787742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1787744.375000 Penalty: 4723.423828
	Iteration 41Q: 3 clusters Score -1787744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1787743.000000 Penalty: 4723.423828
	Iteration 42Q: 3 clusters Score -1787743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1787737.875000 Penalty: 4723.423828
	Iteration 43Q: 3 clusters Score -1787738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1787737.125000 Penalty: 4723.423828
	Iteration 44Q: 3 clusters Score -1787737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1787744.000000 Penalty: 4723.423828
	Iteration 45Q: 3 clusters Score -1787744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1787743.375000 Penalty: 4723.423828
	Iteration 46Q: 3 clusters Score -1787743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1787744.375000 Penalty: 4723.423828
	Iteration 47Q: 3 clusters Score -1787744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1787746.375000 Penalty: 4723.423828
	Iteration 48Q: 3 clusters Score -1787746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1787748.250000 Penalty: 4723.423828
	Iteration 49Q: 3 clusters Score -1787748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1787746.625000 Penalty: 4723.423828
	Iteration 50Q: 3 clusters Score -1787747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1787749.125000 Penalty: 4723.423828
	Iteration 51Q: 3 clusters Score -1787749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1787749.125000 Penalty: 4723.423828
	Iteration 52F: 3 clusters Score -1787749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16103 members 
Mstep: Class 4 contains 36608 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 208289 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11343 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 6894 members 
Mstep: Class 12 contains 9612 members 
Mstep: Class 13 contains 7408 members 
Mstep: Class 14 contains 26794 members 
Mstep: Class 15 contains 33873 members 
Mstep: Class 16 contains 196079 members 
Mstep: Class 17 contains 64759 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12982 members 
Mstep: Class 20 contains 42106 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 20307 members 
Mstep: Class 24 contains 6777 members 
Entering Unmasked Estep 
Score: -90817312.000000 Penalty: 80247.148438
Splitting cluster 11 changes total score from -90817776.000000 to -90817312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Entering Unmasked Estep 
Score: -1258843.375000 Penalty: 2274.350342
	Iteration 0F: 2 clusters Score -1258843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1251398.750000 Penalty: 4548.700684
	Iteration 0F: 3 clusters Score -1251399 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1253495.250000 Penalty: 4548.700684
	Iteration 1F: 3 clusters Score -1253495 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1253799.625000 Penalty: 4548.700684
	Iteration 2F: 3 clusters Score -1253800 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1253993.750000 Penalty: 4548.700684
	Iteration 3F: 3 clusters Score -1253994 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1254132.625000 Penalty: 4548.700684
	Iteration 4Q: 3 clusters Score -1254133 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1254245.750000 Penalty: 4548.700684
	Iteration 5Q: 3 clusters Score -1254246 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1254327.875000 Penalty: 4548.700684
	Iteration 6Q: 3 clusters Score -1254328 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1254399.750000 Penalty: 4548.700684
	Iteration 7Q: 3 clusters Score -1254400 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1254469.625000 Penalty: 4548.700684
	Iteration 8Q: 3 clusters Score -1254470 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1254550.250000 Penalty: 4548.700684
	Iteration 9Q: 3 clusters Score -1254550 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1254636.250000 Penalty: 4548.700684
	Iteration 10Q: 3 clusters Score -1254636 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1254726.500000 Penalty: 4548.700684
	Iteration 11Q: 3 clusters Score -1254726 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1254830.125000 Penalty: 4548.700684
	Iteration 12Q: 3 clusters Score -1254830 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1254945.625000 Penalty: 4548.700684
	Iteration 13Q: 3 clusters Score -1254946 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1255076.125000 Penalty: 4548.700684
	Iteration 14Q: 3 clusters Score -1255076 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1255227.750000 Penalty: 4548.700684
	Iteration 15Q: 3 clusters Score -1255228 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1255408.375000 Penalty: 4548.700684
	Iteration 16Q: 3 clusters Score -1255408 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1255621.500000 Penalty: 4548.700684
	Iteration 17Q: 3 clusters Score -1255622 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1255831.125000 Penalty: 4548.700684
	Iteration 18Q: 3 clusters Score -1255831 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1256041.000000 Penalty: 4548.700684
	Iteration 19Q: 3 clusters Score -1256041 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1256200.000000 Penalty: 4548.700684
	Iteration 20F: 3 clusters Score -1256200 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1256311.375000 Penalty: 4548.700684
	Iteration 21Q: 3 clusters Score -1256311 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1256397.500000 Penalty: 4548.700684
	Iteration 22Q: 3 clusters Score -1256398 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1256465.500000 Penalty: 4548.700684
	Iteration 23Q: 3 clusters Score -1256466 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1256516.500000 Penalty: 4548.700684
	Iteration 24Q: 3 clusters Score -1256516 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1256565.125000 Penalty: 4548.700684
	Iteration 25Q: 3 clusters Score -1256565 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1256598.625000 Penalty: 4548.700684
	Iteration 26Q: 3 clusters Score -1256599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1256624.750000 Penalty: 4548.700684
	Iteration 27Q: 3 clusters Score -1256625 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1256649.125000 Penalty: 4548.700684
	Iteration 28Q: 3 clusters Score -1256649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1256667.500000 Penalty: 4548.700684
	Iteration 29Q: 3 clusters Score -1256668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1256685.500000 Penalty: 4548.700684
	Iteration 30Q: 3 clusters Score -1256686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1256697.250000 Penalty: 4548.700684
	Iteration 31Q: 3 clusters Score -1256697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1256705.375000 Penalty: 4548.700684
	Iteration 32Q: 3 clusters Score -1256705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1256721.625000 Penalty: 4548.700684
	Iteration 33Q: 3 clusters Score -1256722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1256737.250000 Penalty: 4548.700684
	Iteration 34Q: 3 clusters Score -1256737 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1256756.125000 Penalty: 4548.700684
	Iteration 35Q: 3 clusters Score -1256756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1256769.875000 Penalty: 4548.700684
	Iteration 36Q: 3 clusters Score -1256770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1256780.250000 Penalty: 4548.700684
	Iteration 37Q: 3 clusters Score -1256780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1256789.000000 Penalty: 4548.700684
	Iteration 38Q: 3 clusters Score -1256789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1256796.125000 Penalty: 4548.700684
	Iteration 39Q: 3 clusters Score -1256796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1256806.375000 Penalty: 4548.700684
	Iteration 40F: 3 clusters Score -1256806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1256812.750000 Penalty: 4548.700684
	Iteration 41Q: 3 clusters Score -1256813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1256816.000000 Penalty: 4548.700684
	Iteration 42Q: 3 clusters Score -1256816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1256820.375000 Penalty: 4548.700684
	Iteration 43Q: 3 clusters Score -1256820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1256827.500000 Penalty: 4548.700684
	Iteration 44Q: 3 clusters Score -1256828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1256827.875000 Penalty: 4548.700684
	Iteration 45Q: 3 clusters Score -1256828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1256830.750000 Penalty: 4548.700684
	Iteration 46Q: 3 clusters Score -1256831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1256833.875000 Penalty: 4548.700684
	Iteration 47Q: 3 clusters Score -1256834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1256839.125000 Penalty: 4548.700684
	Iteration 48Q: 3 clusters Score -1256839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1256838.250000 Penalty: 4548.700684
	Iteration 49Q: 3 clusters Score -1256838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1256838.250000 Penalty: 4548.700684
	Iteration 50F: 3 clusters Score -1256838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Entering Unmasked Estep 
Score: -929491.000000 Penalty: 2209.758301
	Iteration 0F: 2 clusters Score -929491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -923504.250000 Penalty: 4419.516602
	Iteration 0F: 3 clusters Score -923504.2 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -925226.562500 Penalty: 4419.516602
	Iteration 1F: 3 clusters Score -925226.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -925696.000000 Penalty: 4419.516602
	Iteration 2F: 3 clusters Score -925696 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -926155.312500 Penalty: 4419.516602
	Iteration 3F: 3 clusters Score -926155.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -926569.750000 Penalty: 4419.516602
	Iteration 4F: 3 clusters Score -926569.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -926938.500000 Penalty: 4419.516602
	Iteration 5F: 3 clusters Score -926938.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -927253.562500 Penalty: 4419.516602
	Iteration 6F: 3 clusters Score -927253.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -927476.250000 Penalty: 4419.516602
	Iteration 7Q: 3 clusters Score -927476.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -927640.562500 Penalty: 4419.516602
	Iteration 8Q: 3 clusters Score -927640.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -927768.625000 Penalty: 4419.516602
	Iteration 9Q: 3 clusters Score -927768.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -927858.250000 Penalty: 4419.516602
	Iteration 10Q: 3 clusters Score -927858.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -927932.750000 Penalty: 4419.516602
	Iteration 11Q: 3 clusters Score -927932.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -927996.312500 Penalty: 4419.516602
	Iteration 12Q: 3 clusters Score -927996.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -928062.375000 Penalty: 4419.516602
	Iteration 13Q: 3 clusters Score -928062.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -928116.750000 Penalty: 4419.516602
	Iteration 14Q: 3 clusters Score -928116.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -928167.250000 Penalty: 4419.516602
	Iteration 15Q: 3 clusters Score -928167.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -928209.250000 Penalty: 4419.516602
	Iteration 16Q: 3 clusters Score -928209.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -928237.812500 Penalty: 4419.516602
	Iteration 17Q: 3 clusters Score -928237.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -928263.812500 Penalty: 4419.516602
	Iteration 18Q: 3 clusters Score -928263.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -928285.250000 Penalty: 4419.516602
	Iteration 19Q: 3 clusters Score -928285.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -928298.562500 Penalty: 4419.516602
	Iteration 20F: 3 clusters Score -928298.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -928310.000000 Penalty: 4419.516602
	Iteration 21Q: 3 clusters Score -928310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -928315.750000 Penalty: 4419.516602
	Iteration 22Q: 3 clusters Score -928315.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -928320.375000 Penalty: 4419.516602
	Iteration 23Q: 3 clusters Score -928320.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -928325.062500 Penalty: 4419.516602
	Iteration 24Q: 3 clusters Score -928325.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -928330.875000 Penalty: 4419.516602
	Iteration 25Q: 3 clusters Score -928330.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -928339.000000 Penalty: 4419.516602
	Iteration 26Q: 3 clusters Score -928339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -928345.937500 Penalty: 4419.516602
	Iteration 27Q: 3 clusters Score -928345.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -928350.125000 Penalty: 4419.516602
	Iteration 28Q: 3 clusters Score -928350.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -928350.187500 Penalty: 4419.516602
	Iteration 29Q: 3 clusters Score -928350.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -928352.437500 Penalty: 4419.516602
	Iteration 30Q: 3 clusters Score -928352.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -928355.000000 Penalty: 4419.516602
	Iteration 31Q: 3 clusters Score -928355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -928357.062500 Penalty: 4419.516602
	Iteration 32Q: 3 clusters Score -928357.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -928358.750000 Penalty: 4419.516602
	Iteration 33Q: 3 clusters Score -928358.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -928358.750000 Penalty: 4419.516602
	Iteration 34F: 3 clusters Score -928358.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Entering Unmasked Estep 
Score: -3221508.500000 Penalty: 2528.591553
	Iteration 0F: 2 clusters Score -3221508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -3203268.000000 Penalty: 5057.183105
	Iteration 0F: 3 clusters Score -3203268 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3210249.000000 Penalty: 5057.183105
	Iteration 1F: 3 clusters Score -3210249 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3211438.250000 Penalty: 5057.183105
	Iteration 2F: 3 clusters Score -3211438 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3212815.000000 Penalty: 5057.183105
	Iteration 3F: 3 clusters Score -3212815 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -3214130.500000 Penalty: 5057.183105
	Iteration 4F: 3 clusters Score -3214130 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -3215211.500000 Penalty: 5057.183105
	Iteration 5F: 3 clusters Score -3215212 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3216024.500000 Penalty: 5057.183105
	Iteration 6F: 3 clusters Score -3216024 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -3216646.750000 Penalty: 5057.183105
	Iteration 7Q: 3 clusters Score -3216647 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3217121.750000 Penalty: 5057.183105
	Iteration 8Q: 3 clusters Score -3217122 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -3217538.500000 Penalty: 5057.183105
	Iteration 9Q: 3 clusters Score -3217538 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -3217943.000000 Penalty: 5057.183105
	Iteration 10Q: 3 clusters Score -3217943 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3218339.000000 Penalty: 5057.183105
	Iteration 11Q: 3 clusters Score -3218339 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -3218664.750000 Penalty: 5057.183105
	Iteration 12Q: 3 clusters Score -3218665 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -3218892.000000 Penalty: 5057.183105
	Iteration 13Q: 3 clusters Score -3218892 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -3219057.250000 Penalty: 5057.183105
	Iteration 14Q: 3 clusters Score -3219057 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -3219155.250000 Penalty: 5057.183105
	Iteration 15Q: 3 clusters Score -3219155 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -3219231.250000 Penalty: 5057.183105
	Iteration 16Q: 3 clusters Score -3219231 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -3219262.000000 Penalty: 5057.183105
	Iteration 17Q: 3 clusters Score -3219262 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -3219310.750000 Penalty: 5057.183105
	Iteration 18Q: 3 clusters Score -3219311 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -3219350.250000 Penalty: 5057.183105
	Iteration 19Q: 3 clusters Score -3219350 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -3219380.500000 Penalty: 5057.183105
	Iteration 20F: 3 clusters Score -3219380 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -3219413.000000 Penalty: 5057.183105
	Iteration 21Q: 3 clusters Score -3219413 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3219456.000000 Penalty: 5057.183105
	Iteration 22Q: 3 clusters Score -3219456 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -3219500.500000 Penalty: 5057.183105
	Iteration 23Q: 3 clusters Score -3219500 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3219539.000000 Penalty: 5057.183105
	Iteration 24Q: 3 clusters Score -3219539 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -3219588.750000 Penalty: 5057.183105
	Iteration 25Q: 3 clusters Score -3219589 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -3219625.500000 Penalty: 5057.183105
	Iteration 26Q: 3 clusters Score -3219626 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -3219658.750000 Penalty: 5057.183105
	Iteration 27Q: 3 clusters Score -3219659 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3219678.250000 Penalty: 5057.183105
	Iteration 28Q: 3 clusters Score -3219678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -3219686.750000 Penalty: 5057.183105
	Iteration 29Q: 3 clusters Score -3219687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3219698.000000 Penalty: 5057.183105
	Iteration 30Q: 3 clusters Score -3219698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3219707.250000 Penalty: 5057.183105
	Iteration 31Q: 3 clusters Score -3219707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3219707.500000 Penalty: 5057.183105
	Iteration 32Q: 3 clusters Score -3219708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3219714.000000 Penalty: 5057.183105
	Iteration 33Q: 3 clusters Score -3219714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3219721.500000 Penalty: 5057.183105
	Iteration 34Q: 3 clusters Score -3219722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -3219739.500000 Penalty: 5057.183105
	Iteration 35Q: 3 clusters Score -3219740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -3219744.250000 Penalty: 5057.183105
	Iteration 36Q: 3 clusters Score -3219744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -3219747.000000 Penalty: 5057.183105
	Iteration 37Q: 3 clusters Score -3219747 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3219758.250000 Penalty: 5057.183105
	Iteration 38Q: 3 clusters Score -3219758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -3219770.250000 Penalty: 5057.183105
	Iteration 39Q: 3 clusters Score -3219770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3219783.750000 Penalty: 5057.183105
	Iteration 40F: 3 clusters Score -3219784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -3219783.750000 Penalty: 5057.183105
	Iteration 41Q: 3 clusters Score -3219784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3219786.250000 Penalty: 5057.183105
	Iteration 42Q: 3 clusters Score -3219786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -3219792.750000 Penalty: 5057.183105
	Iteration 43Q: 3 clusters Score -3219793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -3219801.250000 Penalty: 5057.183105
	Iteration 44Q: 3 clusters Score -3219801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -3219803.750000 Penalty: 5057.183105
	Iteration 45Q: 3 clusters Score -3219804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3219802.250000 Penalty: 5057.183105
	Iteration 46Q: 3 clusters Score -3219802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -3219809.000000 Penalty: 5057.183105
	Iteration 47Q: 3 clusters Score -3219809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3219810.500000 Penalty: 5057.183105
	Iteration 48Q: 3 clusters Score -3219810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -3219819.750000 Penalty: 5057.183105
	Iteration 49Q: 3 clusters Score -3219820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3219815.750000 Penalty: 5057.183105
	Iteration 50Q: 3 clusters Score -3219816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3219814.500000 Penalty: 5057.183105
	Iteration 51Q: 3 clusters Score -3219814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3219815.250000 Penalty: 5057.183105
	Iteration 52Q: 3 clusters Score -3219815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3219815.250000 Penalty: 5057.183105
	Iteration 53F: 3 clusters Score -3219815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Entering Unmasked Estep 
Score: -4232570.000000 Penalty: 2586.732666
	Iteration 0F: 2 clusters Score -4232570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -4209517.000000 Penalty: 5173.465332
	Iteration 0F: 3 clusters Score -4209517 nChanged 15383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -4218239.500000 Penalty: 5173.465332
	Iteration 1F: 3 clusters Score -4218240 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -4219616.000000 Penalty: 5173.465332
	Iteration 2F: 3 clusters Score -4219616 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -4221447.000000 Penalty: 5173.465332
	Iteration 3F: 3 clusters Score -4221447 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -4223564.000000 Penalty: 5173.465332
	Iteration 4F: 3 clusters Score -4223564 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -4225588.000000 Penalty: 5173.465332
	Iteration 5F: 3 clusters Score -4225588 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -4227109.000000 Penalty: 5173.465332
	Iteration 6F: 3 clusters Score -4227109 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -4228351.000000 Penalty: 5173.465332
	Iteration 7Q: 3 clusters Score -4228351 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -4229224.500000 Penalty: 5173.465332
	Iteration 8Q: 3 clusters Score -4229224 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -4229938.000000 Penalty: 5173.465332
	Iteration 9Q: 3 clusters Score -4229938 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -4230408.500000 Penalty: 5173.465332
	Iteration 10Q: 3 clusters Score -4230408 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -4230757.000000 Penalty: 5173.465332
	Iteration 11Q: 3 clusters Score -4230757 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -4231122.000000 Penalty: 5173.465332
	Iteration 12Q: 3 clusters Score -4231122 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4231388.000000 Penalty: 5173.465332
	Iteration 13Q: 3 clusters Score -4231388 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -4231517.000000 Penalty: 5173.465332
	Iteration 14Q: 3 clusters Score -4231517 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -4231564.500000 Penalty: 5173.465332
	Iteration 15Q: 3 clusters Score -4231564 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -4231587.500000 Penalty: 5173.465332
	Iteration 16Q: 3 clusters Score -4231588 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -4231599.000000 Penalty: 5173.465332
	Iteration 17Q: 3 clusters Score -4231599 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -4231617.000000 Penalty: 5173.465332
	Iteration 18Q: 3 clusters Score -4231617 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -4231622.000000 Penalty: 5173.465332
	Iteration 19Q: 3 clusters Score -4231622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -4231630.000000 Penalty: 5173.465332
	Iteration 20F: 3 clusters Score -4231630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -4231638.500000 Penalty: 5173.465332
	Iteration 21Q: 3 clusters Score -4231638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -4231640.500000 Penalty: 5173.465332
	Iteration 22Q: 3 clusters Score -4231640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -4231643.500000 Penalty: 5173.465332
	Iteration 23Q: 3 clusters Score -4231644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -4231645.500000 Penalty: 5173.465332
	Iteration 24Q: 3 clusters Score -4231646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -4231644.000000 Penalty: 5173.465332
	Iteration 25Q: 3 clusters Score -4231644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -4231642.000000 Penalty: 5173.465332
	Iteration 26Q: 3 clusters Score -4231642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -4231641.000000 Penalty: 5173.465332
	Iteration 27Q: 3 clusters Score -4231641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -4231639.000000 Penalty: 5173.465332
	Iteration 28Q: 3 clusters Score -4231639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4231644.000000 Penalty: 5173.465332
	Iteration 29Q: 3 clusters Score -4231644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4231650.000000 Penalty: 5173.465332
	Iteration 30Q: 3 clusters Score -4231650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4231647.500000 Penalty: 5173.465332
	Iteration 31Q: 3 clusters Score -4231648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -4231649.500000 Penalty: 5173.465332
	Iteration 32Q: 3 clusters Score -4231650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -4231645.500000 Penalty: 5173.465332
	Iteration 33Q: 3 clusters Score -4231646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -4231645.000000 Penalty: 5173.465332
	Iteration 34Q: 3 clusters Score -4231645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -4231651.000000 Penalty: 5173.465332
	Iteration 35Q: 3 clusters Score -4231651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -4231648.000000 Penalty: 5173.465332
	Iteration 36Q: 3 clusters Score -4231648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4231643.000000 Penalty: 5173.465332
	Iteration 37Q: 3 clusters Score -4231643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4231641.500000 Penalty: 5173.465332
	Iteration 38Q: 3 clusters Score -4231642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -4231639.500000 Penalty: 5173.465332
	Iteration 39Q: 3 clusters Score -4231640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -4231639.000000 Penalty: 5173.465332
	Iteration 40F: 3 clusters Score -4231639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -4231641.000000 Penalty: 5173.465332
	Iteration 41Q: 3 clusters Score -4231641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -4231643.000000 Penalty: 5173.465332
	Iteration 42Q: 3 clusters Score -4231643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4231644.500000 Penalty: 5173.465332
	Iteration 43Q: 3 clusters Score -4231644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -4231642.500000 Penalty: 5173.465332
	Iteration 44Q: 3 clusters Score -4231642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -4231647.000000 Penalty: 5173.465332
	Iteration 45Q: 3 clusters Score -4231647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -4231650.500000 Penalty: 5173.465332
	Iteration 46Q: 3 clusters Score -4231650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4231653.000000 Penalty: 5173.465332
	Iteration 47Q: 3 clusters Score -4231653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -4231651.000000 Penalty: 5173.465332
	Iteration 48Q: 3 clusters Score -4231651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -4231650.000000 Penalty: 5173.465332
	Iteration 49Q: 3 clusters Score -4231650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -4231650.000000 Penalty: 5173.465332
	Iteration 50Q: 3 clusters Score -4231650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4231647.500000 Penalty: 5173.465332
	Iteration 51Q: 3 clusters Score -4231648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4231650.500000 Penalty: 5173.465332
	Iteration 52Q: 3 clusters Score -4231650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -4231646.000000 Penalty: 5173.465332
	Iteration 53Q: 3 clusters Score -4231646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -4231646.500000 Penalty: 5173.465332
	Iteration 54Q: 3 clusters Score -4231646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -4231641.000000 Penalty: 5173.465332
	Iteration 55Q: 3 clusters Score -4231641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4231647.500000 Penalty: 5173.465332
	Iteration 56Q: 3 clusters Score -4231648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4231647.000000 Penalty: 5173.465332
	Iteration 57Q: 3 clusters Score -4231647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4231641.000000 Penalty: 5173.465332
	Iteration 58Q: 3 clusters Score -4231641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -4231642.500000 Penalty: 5173.465332
	Iteration 59Q: 3 clusters Score -4231642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4231641.000000 Penalty: 5173.465332
	Iteration 60F: 3 clusters Score -4231641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4231640.500000 Penalty: 5173.465332
	Iteration 61Q: 3 clusters Score -4231640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -4231642.000000 Penalty: 5173.465332
	Iteration 62Q: 3 clusters Score -4231642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -4231643.500000 Penalty: 5173.465332
	Iteration 63Q: 3 clusters Score -4231644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -4231651.500000 Penalty: 5173.465332
	Iteration 64Q: 3 clusters Score -4231652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -4231653.500000 Penalty: 5173.465332
	Iteration 65Q: 3 clusters Score -4231654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -4231663.000000 Penalty: 5173.465332
	Iteration 66Q: 3 clusters Score -4231663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -4231665.500000 Penalty: 5173.465332
	Iteration 67Q: 3 clusters Score -4231666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -4231670.000000 Penalty: 5173.465332
	Iteration 68Q: 3 clusters Score -4231670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -4231671.500000 Penalty: 5173.465332
	Iteration 69Q: 3 clusters Score -4231672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -4231670.500000 Penalty: 5173.465332
	Iteration 70Q: 3 clusters Score -4231670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4231672.500000 Penalty: 5173.465332
	Iteration 71Q: 3 clusters Score -4231672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -4231673.000000 Penalty: 5173.465332
	Iteration 72Q: 3 clusters Score -4231673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4231676.000000 Penalty: 5173.465332
	Iteration 73Q: 3 clusters Score -4231676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -4231677.000000 Penalty: 5173.465332
	Iteration 74Q: 3 clusters Score -4231677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4231678.000000 Penalty: 5173.465332
	Iteration 75Q: 3 clusters Score -4231678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -4231679.500000 Penalty: 5173.465332
	Iteration 76Q: 3 clusters Score -4231680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4231690.500000 Penalty: 5173.465332
	Iteration 77Q: 3 clusters Score -4231690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -4231691.500000 Penalty: 5173.465332
	Iteration 78Q: 3 clusters Score -4231692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -4231682.500000 Penalty: 5173.465332
	Iteration 79Q: 3 clusters Score -4231682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -4231686.500000 Penalty: 5173.465332
	Iteration 80F: 3 clusters Score -4231686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -4231686.500000 Penalty: 5173.465332
	Iteration 81Q: 3 clusters Score -4231686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -4231686.500000 Penalty: 5173.465332
	Iteration 82Q: 3 clusters Score -4231686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -4231681.000000 Penalty: 5173.465332
	Iteration 83Q: 3 clusters Score -4231681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -4231690.000000 Penalty: 5173.465332
	Iteration 84Q: 3 clusters Score -4231690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -4231686.000000 Penalty: 5173.465332
	Iteration 85Q: 3 clusters Score -4231686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -4231682.000000 Penalty: 5173.465332
	Iteration 86Q: 3 clusters Score -4231682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -4231682.000000 Penalty: 5173.465332
	Iteration 87Q: 3 clusters Score -4231682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4231679.000000 Penalty: 5173.465332
	Iteration 88Q: 3 clusters Score -4231679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4231681.500000 Penalty: 5173.465332
	Iteration 89Q: 3 clusters Score -4231682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4231681.500000 Penalty: 5173.465332
	Iteration 90F: 3 clusters Score -4231682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (196079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196079 members 
Entering Unmasked Estep 
Score: -25475642.000000 Penalty: 3022.195557
	Iteration 0F: 2 clusters Score -2.547564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98005 members 
Mstep: Class 2 contains 98074 members 
Entering Unmasked Estep 
Score: -25348818.000000 Penalty: 6044.391113
	Iteration 0F: 3 clusters Score -2.534882e+07 nChanged 94096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98649 members 
Mstep: Class 2 contains 97430 members 
Entering Unmasked Estep 
Score: -25404636.000000 Penalty: 6044.391113
	Iteration 1F: 3 clusters Score -2.540464e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98716 members 
Mstep: Class 2 contains 97363 members 
Entering Unmasked Estep 
Score: -25406234.000000 Penalty: 6044.391113
	Iteration 2Q: 3 clusters Score -2.540623e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98772 members 
Mstep: Class 2 contains 97307 members 
Entering Unmasked Estep 
Score: -25408262.000000 Penalty: 6044.391113
	Iteration 3Q: 3 clusters Score -2.540826e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98691 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
Score: -25410958.000000 Penalty: 6044.391113
	Iteration 4Q: 3 clusters Score -2.541096e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 97806 members 
Entering Unmasked Estep 
Score: -25414142.000000 Penalty: 6044.391113
	Iteration 5Q: 3 clusters Score -2.541414e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97562 members 
Mstep: Class 2 contains 98517 members 
Entering Unmasked Estep 
Score: -25418188.000000 Penalty: 6044.391113
	Iteration 6Q: 3 clusters Score -2.541819e+07 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Mstep: Class 2 contains 99842 members 
Entering Unmasked Estep 
Score: -25423822.000000 Penalty: 6044.391113
	Iteration 7F: 3 clusters Score -2.542382e+07 nChanged 10871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 101659 members 
Entering Unmasked Estep 
Score: -25430334.000000 Penalty: 6044.391113
	Iteration 8F: 3 clusters Score -2.543033e+07 nChanged 11437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92051 members 
Mstep: Class 2 contains 104028 members 
Entering Unmasked Estep 
Score: -25438290.000000 Penalty: 6044.391113
	Iteration 9F: 3 clusters Score -2.543829e+07 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89647 members 
Mstep: Class 2 contains 106432 members 
Entering Unmasked Estep 
Score: -25445058.000000 Penalty: 6044.391113
	Iteration 10F: 3 clusters Score -2.544506e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87632 members 
Mstep: Class 2 contains 108447 members 
Entering Unmasked Estep 
Score: -25448508.000000 Penalty: 6044.391113
	Iteration 11Q: 3 clusters Score -2.544851e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85842 members 
Mstep: Class 2 contains 110237 members 
Entering Unmasked Estep 
Score: -25450134.000000 Penalty: 6044.391113
	Iteration 12Q: 3 clusters Score -2.545013e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 111825 members 
Entering Unmasked Estep 
Score: -25450720.000000 Penalty: 6044.391113
	Iteration 13Q: 3 clusters Score -2.545072e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82618 members 
Mstep: Class 2 contains 113461 members 
Entering Unmasked Estep 
Score: -25451152.000000 Penalty: 6044.391113
	Iteration 14Q: 3 clusters Score -2.545115e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80893 members 
Mstep: Class 2 contains 115186 members 
Entering Unmasked Estep 
Score: -25451586.000000 Penalty: 6044.391113
	Iteration 15Q: 3 clusters Score -2.545159e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79059 members 
Mstep: Class 2 contains 117020 members 
Entering Unmasked Estep 
Score: -25452002.000000 Penalty: 6044.391113
	Iteration 16Q: 3 clusters Score -2.5452e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77210 members 
Mstep: Class 2 contains 118869 members 
Entering Unmasked Estep 
Score: -25452380.000000 Penalty: 6044.391113
	Iteration 17Q: 3 clusters Score -2.545238e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75299 members 
Mstep: Class 2 contains 120780 members 
Entering Unmasked Estep 
Score: -25452894.000000 Penalty: 6044.391113
	Iteration 18Q: 3 clusters Score -2.545289e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73346 members 
Mstep: Class 2 contains 122733 members 
Entering Unmasked Estep 
Score: -25453312.000000 Penalty: 6044.391113
	Iteration 19Q: 3 clusters Score -2.545331e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71236 members 
Mstep: Class 2 contains 124843 members 
Entering Unmasked Estep 
Score: -25453764.000000 Penalty: 6044.391113
	Iteration 20F: 3 clusters Score -2.545376e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 127091 members 
Entering Unmasked Estep 
Score: -25454488.000000 Penalty: 6044.391113
	Iteration 21Q: 3 clusters Score -2.545449e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 129417 members 
Entering Unmasked Estep 
Score: -25455144.000000 Penalty: 6044.391113
	Iteration 22Q: 3 clusters Score -2.545514e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64042 members 
Mstep: Class 2 contains 132037 members 
Entering Unmasked Estep 
Score: -25456004.000000 Penalty: 6044.391113
	Iteration 23Q: 3 clusters Score -2.5456e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61327 members 
Mstep: Class 2 contains 134752 members 
Entering Unmasked Estep 
Score: -25456844.000000 Penalty: 6044.391113
	Iteration 24Q: 3 clusters Score -2.545684e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 137453 members 
Entering Unmasked Estep 
Score: -25457786.000000 Penalty: 6044.391113
	Iteration 25Q: 3 clusters Score -2.545779e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 140240 members 
Entering Unmasked Estep 
Score: -25458548.000000 Penalty: 6044.391113
	Iteration 26Q: 3 clusters Score -2.545855e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 143102 members 
Entering Unmasked Estep 
Score: -25459510.000000 Penalty: 6044.391113
	Iteration 27Q: 3 clusters Score -2.545951e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 145982 members 
Entering Unmasked Estep 
Score: -25460448.000000 Penalty: 6044.391113
	Iteration 28Q: 3 clusters Score -2.546045e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 149017 members 
Entering Unmasked Estep 
Score: -25461514.000000 Penalty: 6044.391113
	Iteration 29Q: 3 clusters Score -2.546151e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 151995 members 
Entering Unmasked Estep 
Score: -25462444.000000 Penalty: 6044.391113
	Iteration 30Q: 3 clusters Score -2.546244e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 154893 members 
Entering Unmasked Estep 
Score: -25463368.000000 Penalty: 6044.391113
	Iteration 31Q: 3 clusters Score -2.546337e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 157722 members 
Entering Unmasked Estep 
Score: -25464294.000000 Penalty: 6044.391113
	Iteration 32Q: 3 clusters Score -2.546429e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 160580 members 
Entering Unmasked Estep 
Score: -25465134.000000 Penalty: 6044.391113
	Iteration 33Q: 3 clusters Score -2.546513e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 163430 members 
Entering Unmasked Estep 
Score: -25465962.000000 Penalty: 6044.391113
	Iteration 34Q: 3 clusters Score -2.546596e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 166167 members 
Entering Unmasked Estep 
Score: -25466764.000000 Penalty: 6044.391113
	Iteration 35Q: 3 clusters Score -2.546676e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 168896 members 
Entering Unmasked Estep 
Score: -25467612.000000 Penalty: 6044.391113
	Iteration 36Q: 3 clusters Score -2.546761e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 171517 members 
Entering Unmasked Estep 
Score: -25468494.000000 Penalty: 6044.391113
	Iteration 37Q: 3 clusters Score -2.546849e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 174023 members 
Entering Unmasked Estep 
Score: -25469314.000000 Penalty: 6044.391113
	Iteration 38Q: 3 clusters Score -2.546931e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 176431 members 
Entering Unmasked Estep 
Score: -25470184.000000 Penalty: 6044.391113
	Iteration 39Q: 3 clusters Score -2.547018e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 178659 members 
Entering Unmasked Estep 
Score: -25471196.000000 Penalty: 6044.391113
	Iteration 40F: 3 clusters Score -2.54712e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 180720 members 
Entering Unmasked Estep 
Score: -25471926.000000 Penalty: 6044.391113
	Iteration 41Q: 3 clusters Score -2.547193e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 182613 members 
Entering Unmasked Estep 
Score: -25472736.000000 Penalty: 6044.391113
	Iteration 42Q: 3 clusters Score -2.547274e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 184264 members 
Entering Unmasked Estep 
Score: -25473458.000000 Penalty: 6044.391113
	Iteration 43Q: 3 clusters Score -2.547346e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 185622 members 
Entering Unmasked Estep 
Score: -25474138.000000 Penalty: 6044.391113
	Iteration 44Q: 3 clusters Score -2.547414e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 186773 members 
Entering Unmasked Estep 
Score: -25474754.000000 Penalty: 6044.391113
	Iteration 45Q: 3 clusters Score -2.547475e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 187662 members 
Entering Unmasked Estep 
Score: -25475252.000000 Penalty: 6044.391113
	Iteration 46Q: 3 clusters Score -2.547525e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 188404 members 
Entering Unmasked Estep 
Score: -25475538.000000 Penalty: 6044.391113
	Iteration 47Q: 3 clusters Score -2.547554e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 188970 members 
Entering Unmasked Estep 
Score: -25475866.000000 Penalty: 6044.391113
	Iteration 48Q: 3 clusters Score -2.547587e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 189373 members 
Entering Unmasked Estep 
Score: -25475932.000000 Penalty: 6044.391113
	Iteration 49Q: 3 clusters Score -2.547593e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 189656 members 
Entering Unmasked Estep 
Score: -25475982.000000 Penalty: 6044.391113
	Iteration 50Q: 3 clusters Score -2.547598e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 189873 members 
Entering Unmasked Estep 
Score: -25475980.000000 Penalty: 6044.391113
	Iteration 51Q: 3 clusters Score -2.547598e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 190057 members 
Entering Unmasked Estep 
Score: -25476004.000000 Penalty: 6044.391113
	Iteration 52Q: 3 clusters Score -2.5476e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 190187 members 
Entering Unmasked Estep 
Score: -25475980.000000 Penalty: 6044.391113
	Iteration 53Q: 3 clusters Score -2.547598e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 190310 members 
Entering Unmasked Estep 
Score: -25475972.000000 Penalty: 6044.391113
	Iteration 54Q: 3 clusters Score -2.547597e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 190414 members 
Entering Unmasked Estep 
Score: -25475984.000000 Penalty: 6044.391113
	Iteration 55Q: 3 clusters Score -2.547598e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 190484 members 
Entering Unmasked Estep 
Score: -25475994.000000 Penalty: 6044.391113
	Iteration 56Q: 3 clusters Score -2.547599e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 190545 members 
Entering Unmasked Estep 
Score: -25476022.000000 Penalty: 6044.391113
	Iteration 57Q: 3 clusters Score -2.547602e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 190596 members 
Entering Unmasked Estep 
Score: -25476034.000000 Penalty: 6044.391113
	Iteration 58Q: 3 clusters Score -2.547603e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 190652 members 
Entering Unmasked Estep 
Score: -25476040.000000 Penalty: 6044.391113
	Iteration 59Q: 3 clusters Score -2.547604e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 190701 members 
Entering Unmasked Estep 
Score: -25476010.000000 Penalty: 6044.391113
	Iteration 60F: 3 clusters Score -2.547601e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 190741 members 
Entering Unmasked Estep 
Score: -25475982.000000 Penalty: 6044.391113
	Iteration 61Q: 3 clusters Score -2.547598e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 190780 members 
Entering Unmasked Estep 
Score: -25475962.000000 Penalty: 6044.391113
	Iteration 62Q: 3 clusters Score -2.547596e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 190817 members 
Entering Unmasked Estep 
Score: -25476000.000000 Penalty: 6044.391113
	Iteration 63Q: 3 clusters Score -2.5476e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 190851 members 
Entering Unmasked Estep 
Score: -25476002.000000 Penalty: 6044.391113
	Iteration 64Q: 3 clusters Score -2.5476e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 190882 members 
Entering Unmasked Estep 
Score: -25475984.000000 Penalty: 6044.391113
	Iteration 65Q: 3 clusters Score -2.547598e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 190903 members 
Entering Unmasked Estep 
Score: -25475972.000000 Penalty: 6044.391113
	Iteration 66Q: 3 clusters Score -2.547597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 190921 members 
Entering Unmasked Estep 
Score: -25475954.000000 Penalty: 6044.391113
	Iteration 67Q: 3 clusters Score -2.547595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 190933 members 
Entering Unmasked Estep 
Score: -25475956.000000 Penalty: 6044.391113
	Iteration 68Q: 3 clusters Score -2.547596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 190942 members 
Entering Unmasked Estep 
Score: -25475944.000000 Penalty: 6044.391113
	Iteration 69Q: 3 clusters Score -2.547594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 190950 members 
Entering Unmasked Estep 
Score: -25475960.000000 Penalty: 6044.391113
	Iteration 70Q: 3 clusters Score -2.547596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 190952 members 
Entering Unmasked Estep 
Score: -25475950.000000 Penalty: 6044.391113
	Iteration 71Q: 3 clusters Score -2.547595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 190961 members 
Entering Unmasked Estep 
Score: -25475954.000000 Penalty: 6044.391113
	Iteration 72Q: 3 clusters Score -2.547595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 190972 members 
Entering Unmasked Estep 
Score: -25475948.000000 Penalty: 6044.391113
	Iteration 73Q: 3 clusters Score -2.547595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 190979 members 
Entering Unmasked Estep 
Score: -25475948.000000 Penalty: 6044.391113
	Iteration 74Q: 3 clusters Score -2.547595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 190984 members 
Entering Unmasked Estep 
Score: -25475944.000000 Penalty: 6044.391113
	Iteration 75Q: 3 clusters Score -2.547594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 190990 members 
Entering Unmasked Estep 
Score: -25475942.000000 Penalty: 6044.391113
	Iteration 76Q: 3 clusters Score -2.547594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 190996 members 
Entering Unmasked Estep 
Score: -25475936.000000 Penalty: 6044.391113
	Iteration 77Q: 3 clusters Score -2.547594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 191000 members 
Entering Unmasked Estep 
Score: -25475928.000000 Penalty: 6044.391113
	Iteration 78Q: 3 clusters Score -2.547593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 191011 members 
Entering Unmasked Estep 
Score: -25475934.000000 Penalty: 6044.391113
	Iteration 79Q: 3 clusters Score -2.547593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 191018 members 
Entering Unmasked Estep 
Score: -25475928.000000 Penalty: 6044.391113
	Iteration 80F: 3 clusters Score -2.547593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 191024 members 
Entering Unmasked Estep 
Score: -25475916.000000 Penalty: 6044.391113
	Iteration 81Q: 3 clusters Score -2.547592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 191027 members 
Entering Unmasked Estep 
Score: -25475922.000000 Penalty: 6044.391113
	Iteration 82Q: 3 clusters Score -2.547592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 191027 members 
Entering Unmasked Estep 
Score: -25475920.000000 Penalty: 6044.391113
	Iteration 83Q: 3 clusters Score -2.547592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 191029 members 
Entering Unmasked Estep 
Score: -25475924.000000 Penalty: 6044.391113
	Iteration 84Q: 3 clusters Score -2.547592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 191029 members 
Entering Unmasked Estep 
Score: -25475924.000000 Penalty: 6044.391113
	Iteration 85F: 3 clusters Score -2.547592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16103 members 
Mstep: Class 4 contains 36608 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 208289 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11343 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13671 members 
Mstep: Class 12 contains 9612 members 
Mstep: Class 13 contains 7408 members 
Mstep: Class 14 contains 26794 members 
Mstep: Class 15 contains 33873 members 
Mstep: Class 16 contains 5050 members 
Mstep: Class 17 contains 64759 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12982 members 
Mstep: Class 20 contains 42106 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 20307 members 
Mstep: Class 24 contains 191029 members 
Entering Unmasked Estep 
Score: -90817888.000000 Penalty: 80247.148438
Splitting cluster 16 changes total score from -90817776.000000 to -90817888.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (64759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64759 members 
Entering Unmasked Estep 
Score: -8289468.000000 Penalty: 2747.450195
	Iteration 0F: 2 clusters Score -8289468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -8245972.500000 Penalty: 5494.900391
	Iteration 0F: 3 clusters Score -8245972 nChanged 30145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -8262591.000000 Penalty: 5494.900391
	Iteration 1F: 3 clusters Score -8262591 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -8263049.000000 Penalty: 5494.900391
	Iteration 2Q: 3 clusters Score -8263049 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -8263513.500000 Penalty: 5494.900391
	Iteration 3Q: 3 clusters Score -8263514 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -8263940.500000 Penalty: 5494.900391
	Iteration 4Q: 3 clusters Score -8263940 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -8264365.500000 Penalty: 5494.900391
	Iteration 5Q: 3 clusters Score -8264366 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -8264946.500000 Penalty: 5494.900391
	Iteration 6Q: 3 clusters Score -8264946 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -8265806.000000 Penalty: 5494.900391
	Iteration 7Q: 3 clusters Score -8265806 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -8267383.000000 Penalty: 5494.900391
	Iteration 8Q: 3 clusters Score -8267383 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -8270044.000000 Penalty: 5494.900391
	Iteration 9F: 3 clusters Score -8270044 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -8274024.000000 Penalty: 5494.900391
	Iteration 10F: 3 clusters Score -8274024 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -8278954.500000 Penalty: 5494.900391
	Iteration 11F: 3 clusters Score -8278954 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -8283315.500000 Penalty: 5494.900391
	Iteration 12F: 3 clusters Score -8283316 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8285694.000000 Penalty: 5494.900391
	Iteration 13Q: 3 clusters Score -8285694 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64195 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8286528.500000 Penalty: 5494.900391
	Iteration 14Q: 3 clusters Score -8286528 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64424 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8286799.000000 Penalty: 5494.900391
	Iteration 15Q: 3 clusters Score -8286799 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8286926.500000 Penalty: 5494.900391
	Iteration 16Q: 3 clusters Score -8286926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64514 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8286960.500000 Penalty: 5494.900391
	Iteration 17Q: 3 clusters Score -8286960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64522 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8286997.000000 Penalty: 5494.900391
	Iteration 18Q: 3 clusters Score -8286997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8287018.000000 Penalty: 5494.900391
	Iteration 19Q: 3 clusters Score -8287018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8287026.500000 Penalty: 5494.900391
	Iteration 20F: 3 clusters Score -8287026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8287033.000000 Penalty: 5494.900391
	Iteration 21Q: 3 clusters Score -8287033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8287048.500000 Penalty: 5494.900391
	Iteration 22Q: 3 clusters Score -8287048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64541 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8287059.000000 Penalty: 5494.900391
	Iteration 23Q: 3 clusters Score -8287059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64543 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8287058.500000 Penalty: 5494.900391
	Iteration 24Q: 3 clusters Score -8287058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64542 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8287060.000000 Penalty: 5494.900391
	Iteration 25Q: 3 clusters Score -8287060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64543 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8287067.500000 Penalty: 5494.900391
	Iteration 26Q: 3 clusters Score -8287068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8287067.000000 Penalty: 5494.900391
	Iteration 27Q: 3 clusters Score -8287067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8287067.000000 Penalty: 5494.900391
	Iteration 28F: 3 clusters Score -8287067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Entering Unmasked Estep 
Score: -296742.312500 Penalty: 1925.018311
	Iteration 0F: 2 clusters Score -296742.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -293862.281250 Penalty: 3850.036621
	Iteration 0F: 3 clusters Score -293862.3 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -294415.406250 Penalty: 3850.036621
	Iteration 1F: 3 clusters Score -294415.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -294547.875000 Penalty: 3850.036621
	Iteration 2F: 3 clusters Score -294547.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -294628.750000 Penalty: 3850.036621
	Iteration 3Q: 3 clusters Score -294628.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -294700.000000 Penalty: 3850.036621
	Iteration 4Q: 3 clusters Score -294700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -294762.562500 Penalty: 3850.036621
	Iteration 5Q: 3 clusters Score -294762.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -294819.000000 Penalty: 3850.036621
	Iteration 6Q: 3 clusters Score -294819 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -294872.312500 Penalty: 3850.036621
	Iteration 7Q: 3 clusters Score -294872.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -294920.250000 Penalty: 3850.036621
	Iteration 8Q: 3 clusters Score -294920.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -294958.468750 Penalty: 3850.036621
	Iteration 9Q: 3 clusters Score -294958.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -294995.156250 Penalty: 3850.036621
	Iteration 10Q: 3 clusters Score -294995.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -295015.562500 Penalty: 3850.036621
	Iteration 11Q: 3 clusters Score -295015.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -295034.750000 Penalty: 3850.036621
	Iteration 12Q: 3 clusters Score -295034.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -295055.093750 Penalty: 3850.036621
	Iteration 13Q: 3 clusters Score -295055.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -295073.093750 Penalty: 3850.036621
	Iteration 14Q: 3 clusters Score -295073.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -295084.343750 Penalty: 3850.036621
	Iteration 15Q: 3 clusters Score -295084.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -295090.593750 Penalty: 3850.036621
	Iteration 16Q: 3 clusters Score -295090.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -295097.625000 Penalty: 3850.036621
	Iteration 17Q: 3 clusters Score -295097.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -295103.031250 Penalty: 3850.036621
	Iteration 18Q: 3 clusters Score -295103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -295106.218750 Penalty: 3850.036621
	Iteration 19Q: 3 clusters Score -295106.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -295112.812500 Penalty: 3850.036621
	Iteration 20F: 3 clusters Score -295112.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -295125.593750 Penalty: 3850.036621
	Iteration 21Q: 3 clusters Score -295125.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -295132.125000 Penalty: 3850.036621
	Iteration 22Q: 3 clusters Score -295132.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -295137.812500 Penalty: 3850.036621
	Iteration 23Q: 3 clusters Score -295137.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -295141.281250 Penalty: 3850.036621
	Iteration 24Q: 3 clusters Score -295141.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -295142.968750 Penalty: 3850.036621
	Iteration 25Q: 3 clusters Score -295143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -295144.500000 Penalty: 3850.036621
	Iteration 26Q: 3 clusters Score -295144.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -295145.000000 Penalty: 3850.036621
	Iteration 27Q: 3 clusters Score -295145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -295145.000000 Penalty: 3850.036621
	Iteration 28F: 3 clusters Score -295145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Entering Unmasked Estep 
Score: -1614236.875000 Penalty: 2348.887207
	Iteration 0F: 2 clusters Score -1614237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1604697.375000 Penalty: 4697.774414
	Iteration 0F: 3 clusters Score -1604697 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1607602.125000 Penalty: 4697.774414
	Iteration 1F: 3 clusters Score -1607602 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1607945.000000 Penalty: 4697.774414
	Iteration 2F: 3 clusters Score -1607945 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1608222.500000 Penalty: 4697.774414
	Iteration 3F: 3 clusters Score -1608222 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1608523.750000 Penalty: 4697.774414
	Iteration 4Q: 3 clusters Score -1608524 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1608856.625000 Penalty: 4697.774414
	Iteration 5F: 3 clusters Score -1608857 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1609185.375000 Penalty: 4697.774414
	Iteration 6F: 3 clusters Score -1609185 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1609508.250000 Penalty: 4697.774414
	Iteration 7Q: 3 clusters Score -1609508 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1609812.500000 Penalty: 4697.774414
	Iteration 8Q: 3 clusters Score -1609812 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1610091.375000 Penalty: 4697.774414
	Iteration 9Q: 3 clusters Score -1610091 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1610331.625000 Penalty: 4697.774414
	Iteration 10Q: 3 clusters Score -1610332 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1610544.750000 Penalty: 4697.774414
	Iteration 11Q: 3 clusters Score -1610545 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1610726.750000 Penalty: 4697.774414
	Iteration 12Q: 3 clusters Score -1610727 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1610891.625000 Penalty: 4697.774414
	Iteration 13Q: 3 clusters Score -1610892 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1611039.000000 Penalty: 4697.774414
	Iteration 14Q: 3 clusters Score -1611039 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1611170.000000 Penalty: 4697.774414
	Iteration 15Q: 3 clusters Score -1611170 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1611297.875000 Penalty: 4697.774414
	Iteration 16Q: 3 clusters Score -1611298 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1611421.875000 Penalty: 4697.774414
	Iteration 17Q: 3 clusters Score -1611422 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1611523.125000 Penalty: 4697.774414
	Iteration 18Q: 3 clusters Score -1611523 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1611606.000000 Penalty: 4697.774414
	Iteration 19Q: 3 clusters Score -1611606 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1611683.000000 Penalty: 4697.774414
	Iteration 20F: 3 clusters Score -1611683 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1611739.875000 Penalty: 4697.774414
	Iteration 21Q: 3 clusters Score -1611740 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1611804.500000 Penalty: 4697.774414
	Iteration 22Q: 3 clusters Score -1611804 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1611867.375000 Penalty: 4697.774414
	Iteration 23Q: 3 clusters Score -1611867 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1611919.250000 Penalty: 4697.774414
	Iteration 24Q: 3 clusters Score -1611919 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1611954.000000 Penalty: 4697.774414
	Iteration 25Q: 3 clusters Score -1611954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1611983.250000 Penalty: 4697.774414
	Iteration 26Q: 3 clusters Score -1611983 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1612012.625000 Penalty: 4697.774414
	Iteration 27Q: 3 clusters Score -1612013 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1612034.125000 Penalty: 4697.774414
	Iteration 28Q: 3 clusters Score -1612034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1612053.750000 Penalty: 4697.774414
	Iteration 29Q: 3 clusters Score -1612054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1612070.625000 Penalty: 4697.774414
	Iteration 30Q: 3 clusters Score -1612071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1612083.125000 Penalty: 4697.774414
	Iteration 31Q: 3 clusters Score -1612083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1612087.875000 Penalty: 4697.774414
	Iteration 32Q: 3 clusters Score -1612088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1612097.500000 Penalty: 4697.774414
	Iteration 33Q: 3 clusters Score -1612098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1612106.875000 Penalty: 4697.774414
	Iteration 34Q: 3 clusters Score -1612107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1612112.500000 Penalty: 4697.774414
	Iteration 35Q: 3 clusters Score -1612112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1612118.625000 Penalty: 4697.774414
	Iteration 36Q: 3 clusters Score -1612119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1612128.000000 Penalty: 4697.774414
	Iteration 37Q: 3 clusters Score -1612128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1612126.875000 Penalty: 4697.774414
	Iteration 38Q: 3 clusters Score -1612127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1612130.250000 Penalty: 4697.774414
	Iteration 39Q: 3 clusters Score -1612130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1612137.000000 Penalty: 4697.774414
	Iteration 40F: 3 clusters Score -1612137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1612140.000000 Penalty: 4697.774414
	Iteration 41Q: 3 clusters Score -1612140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1612143.500000 Penalty: 4697.774414
	Iteration 42Q: 3 clusters Score -1612144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1612148.125000 Penalty: 4697.774414
	Iteration 43Q: 3 clusters Score -1612148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1612146.125000 Penalty: 4697.774414
	Iteration 44Q: 3 clusters Score -1612146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1612146.875000 Penalty: 4697.774414
	Iteration 45Q: 3 clusters Score -1612147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1612148.250000 Penalty: 4697.774414
	Iteration 46Q: 3 clusters Score -1612148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1612148.250000 Penalty: 4697.774414
	Iteration 47F: 3 clusters Score -1612148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Entering Unmasked Estep 
Score: -5483384.500000 Penalty: 2640.690430
	Iteration 0F: 2 clusters Score -5483384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -5454965.000000 Penalty: 5281.380859
	Iteration 0F: 3 clusters Score -5454965 nChanged 19266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -5465631.000000 Penalty: 5281.380859
	Iteration 1F: 3 clusters Score -5465631 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -5466334.000000 Penalty: 5281.380859
	Iteration 2Q: 3 clusters Score -5466334 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -5467215.000000 Penalty: 5281.380859
	Iteration 3Q: 3 clusters Score -5467215 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -5468299.000000 Penalty: 5281.380859
	Iteration 4F: 3 clusters Score -5468299 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -5469990.000000 Penalty: 5281.380859
	Iteration 5F: 3 clusters Score -5469990 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -5472107.500000 Penalty: 5281.380859
	Iteration 6F: 3 clusters Score -5472108 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -5474389.000000 Penalty: 5281.380859
	Iteration 7F: 3 clusters Score -5474389 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -5476041.500000 Penalty: 5281.380859
	Iteration 8F: 3 clusters Score -5476042 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -5477201.500000 Penalty: 5281.380859
	Iteration 9Q: 3 clusters Score -5477202 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -5478143.000000 Penalty: 5281.380859
	Iteration 10Q: 3 clusters Score -5478143 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -5478928.000000 Penalty: 5281.380859
	Iteration 11Q: 3 clusters Score -5478928 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -5479598.500000 Penalty: 5281.380859
	Iteration 12Q: 3 clusters Score -5479598 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5480104.000000 Penalty: 5281.380859
	Iteration 13Q: 3 clusters Score -5480104 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5480553.000000 Penalty: 5281.380859
	Iteration 14Q: 3 clusters Score -5480553 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5480845.500000 Penalty: 5281.380859
	Iteration 15Q: 3 clusters Score -5480846 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5481008.500000 Penalty: 5281.380859
	Iteration 16Q: 3 clusters Score -5481008 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5481121.500000 Penalty: 5281.380859
	Iteration 17Q: 3 clusters Score -5481122 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5481197.500000 Penalty: 5281.380859
	Iteration 18Q: 3 clusters Score -5481198 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5481266.000000 Penalty: 5281.380859
	Iteration 19Q: 3 clusters Score -5481266 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5481319.000000 Penalty: 5281.380859
	Iteration 20F: 3 clusters Score -5481319 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5481347.500000 Penalty: 5281.380859
	Iteration 21Q: 3 clusters Score -5481348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5481369.000000 Penalty: 5281.380859
	Iteration 22Q: 3 clusters Score -5481369 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5481408.000000 Penalty: 5281.380859
	Iteration 23Q: 3 clusters Score -5481408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5481423.000000 Penalty: 5281.380859
	Iteration 24Q: 3 clusters Score -5481423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5481429.000000 Penalty: 5281.380859
	Iteration 25Q: 3 clusters Score -5481429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5481446.500000 Penalty: 5281.380859
	Iteration 26Q: 3 clusters Score -5481446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5481455.000000 Penalty: 5281.380859
	Iteration 27Q: 3 clusters Score -5481455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5481474.000000 Penalty: 5281.380859
	Iteration 28Q: 3 clusters Score -5481474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5481469.500000 Penalty: 5281.380859
	Iteration 29Q: 3 clusters Score -5481470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5481479.000000 Penalty: 5281.380859
	Iteration 30Q: 3 clusters Score -5481479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5481492.000000 Penalty: 5281.380859
	Iteration 31Q: 3 clusters Score -5481492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5481499.500000 Penalty: 5281.380859
	Iteration 32Q: 3 clusters Score -5481500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5481507.000000 Penalty: 5281.380859
	Iteration 33Q: 3 clusters Score -5481507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5481512.000000 Penalty: 5281.380859
	Iteration 34Q: 3 clusters Score -5481512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5481511.500000 Penalty: 5281.380859
	Iteration 35Q: 3 clusters Score -5481512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5481509.500000 Penalty: 5281.380859
	Iteration 36Q: 3 clusters Score -5481510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5481514.000000 Penalty: 5281.380859
	Iteration 37Q: 3 clusters Score -5481514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5481514.500000 Penalty: 5281.380859
	Iteration 38Q: 3 clusters Score -5481514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5481514.500000 Penalty: 5281.380859
	Iteration 39Q: 3 clusters Score -5481514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5481514.500000 Penalty: 5281.380859
	Iteration 40F: 3 clusters Score -5481514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -47296.886719 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -47296.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45922.140625 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -45922.14 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46214.949219 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -46214.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46394.925781 Penalty: 3030.186768
	Iteration 2F: 3 clusters Score -46394.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46498.582031 Penalty: 3030.186768
	Iteration 3Q: 3 clusters Score -46498.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46577.589844 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -46577.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46603.597656 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -46603.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46633.375000 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -46633.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46682.371094 Penalty: 3030.186768
	Iteration 7Q: 3 clusters Score -46682.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46731.765625 Penalty: 3030.186768
	Iteration 8Q: 3 clusters Score -46731.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46745.128906 Penalty: 3030.186768
	Iteration 9Q: 3 clusters Score -46745.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46748.886719 Penalty: 3030.186768
	Iteration 10Q: 3 clusters Score -46748.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46748.886719 Penalty: 3030.186768
	Iteration 11F: 3 clusters Score -46748.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Entering Unmasked Estep 
Score: -285085.906250 Penalty: 1914.454346
	Iteration 0F: 2 clusters Score -285085.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -282291.593750 Penalty: 3828.908691
	Iteration 0F: 3 clusters Score -282291.6 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -282809.468750 Penalty: 3828.908691
	Iteration 1F: 3 clusters Score -282809.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -282922.468750 Penalty: 3828.908691
	Iteration 2F: 3 clusters Score -282922.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -282973.156250 Penalty: 3828.908691
	Iteration 3Q: 3 clusters Score -282973.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -283003.250000 Penalty: 3828.908691
	Iteration 4Q: 3 clusters Score -283003.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -283029.468750 Penalty: 3828.908691
	Iteration 5Q: 3 clusters Score -283029.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -283049.000000 Penalty: 3828.908691
	Iteration 6Q: 3 clusters Score -283049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -283062.218750 Penalty: 3828.908691
	Iteration 7Q: 3 clusters Score -283062.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -283071.843750 Penalty: 3828.908691
	Iteration 8Q: 3 clusters Score -283071.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -283078.031250 Penalty: 3828.908691
	Iteration 9Q: 3 clusters Score -283078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -283082.343750 Penalty: 3828.908691
	Iteration 10Q: 3 clusters Score -283082.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -283084.718750 Penalty: 3828.908691
	Iteration 11Q: 3 clusters Score -283084.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -283087.437500 Penalty: 3828.908691
	Iteration 12Q: 3 clusters Score -283087.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -283088.687500 Penalty: 3828.908691
	Iteration 13Q: 3 clusters Score -283088.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -283089.750000 Penalty: 3828.908691
	Iteration 14Q: 3 clusters Score -283089.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -283089.750000 Penalty: 3828.908691
	Iteration 15F: 3 clusters Score -283089.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Entering Unmasked Estep 
Score: -2689949.500000 Penalty: 2459.842773
	Iteration 0F: 2 clusters Score -2689950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2675698.500000 Penalty: 4919.685547
	Iteration 0F: 3 clusters Score -2675698 nChanged 8982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2680432.750000 Penalty: 4919.685547
	Iteration 1F: 3 clusters Score -2680433 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2680825.500000 Penalty: 4919.685547
	Iteration 2F: 3 clusters Score -2680826 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2681223.500000 Penalty: 4919.685547
	Iteration 3Q: 3 clusters Score -2681224 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2681661.000000 Penalty: 4919.685547
	Iteration 4Q: 3 clusters Score -2681661 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2682185.250000 Penalty: 4919.685547
	Iteration 5Q: 3 clusters Score -2682185 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2682794.250000 Penalty: 4919.685547
	Iteration 6F: 3 clusters Score -2682794 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2683545.250000 Penalty: 4919.685547
	Iteration 7F: 3 clusters Score -2683545 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2684478.250000 Penalty: 4919.685547
	Iteration 8F: 3 clusters Score -2684478 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2685551.750000 Penalty: 4919.685547
	Iteration 9F: 3 clusters Score -2685552 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2686499.250000 Penalty: 4919.685547
	Iteration 10F: 3 clusters Score -2686499 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2687129.250000 Penalty: 4919.685547
	Iteration 11Q: 3 clusters Score -2687129 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2687437.500000 Penalty: 4919.685547
	Iteration 12Q: 3 clusters Score -2687438 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2687609.750000 Penalty: 4919.685547
	Iteration 13Q: 3 clusters Score -2687610 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2687690.750000 Penalty: 4919.685547
	Iteration 14Q: 3 clusters Score -2687691 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2687735.250000 Penalty: 4919.685547
	Iteration 15Q: 3 clusters Score -2687735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2687768.750000 Penalty: 4919.685547
	Iteration 16Q: 3 clusters Score -2687769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2687780.250000 Penalty: 4919.685547
	Iteration 17Q: 3 clusters Score -2687780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2687792.500000 Penalty: 4919.685547
	Iteration 18Q: 3 clusters Score -2687792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2687802.500000 Penalty: 4919.685547
	Iteration 19Q: 3 clusters Score -2687802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2687810.000000 Penalty: 4919.685547
	Iteration 20F: 3 clusters Score -2687810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2687822.000000 Penalty: 4919.685547
	Iteration 21Q: 3 clusters Score -2687822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2687828.750000 Penalty: 4919.685547
	Iteration 22Q: 3 clusters Score -2687829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2687833.750000 Penalty: 4919.685547
	Iteration 23Q: 3 clusters Score -2687834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2687835.000000 Penalty: 4919.685547
	Iteration 24Q: 3 clusters Score -2687835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2687835.000000 Penalty: 4919.685547
	Iteration 25F: 3 clusters Score -2687835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16103 members 
Mstep: Class 4 contains 36608 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 208289 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 11343 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13671 members 
Mstep: Class 12 contains 9612 members 
Mstep: Class 13 contains 7408 members 
Mstep: Class 14 contains 26794 members 
Mstep: Class 15 contains 33873 members 
Mstep: Class 16 contains 5050 members 
Mstep: Class 17 contains 64759 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12982 members 
Mstep: Class 20 contains 42106 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 20307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90818312.000000 Penalty: 80247.148438
Iteration 119Q: 25 clusters Score -9.081831e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16116 members 
Mstep: Class 4 contains 36683 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 209120 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11409 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13708 members 
Mstep: Class 12 contains 9564 members 
Mstep: Class 13 contains 7389 members 
Mstep: Class 14 contains 26827 members 
Mstep: Class 15 contains 33904 members 
Mstep: Class 16 contains 5215 members 
Mstep: Class 17 contains 64613 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12995 members 
Mstep: Class 20 contains 42144 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 20517 members 
Mstep: Class 24 contains 189730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90818520.000000 Penalty: 80247.148438
Iteration 120F: 25 clusters Score -9.081852e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16045 members 
Mstep: Class 4 contains 36598 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 209117 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11366 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13675 members 
Mstep: Class 12 contains 9445 members 
Mstep: Class 13 contains 7363 members 
Mstep: Class 14 contains 26808 members 
Mstep: Class 15 contains 33904 members 
Mstep: Class 16 contains 5303 members 
Mstep: Class 17 contains 64431 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 12977 members 
Mstep: Class 20 contains 42060 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 20581 members 
Mstep: Class 24 contains 190261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90818344.000000 Penalty: 80247.148438
Iteration 121Q: 25 clusters Score -9.081834e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 16006 members 
Mstep: Class 4 contains 36558 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 209050 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11365 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13663 members 
Mstep: Class 12 contains 9336 members 
Mstep: Class 13 contains 7337 members 
Mstep: Class 14 contains 26803 members 
Mstep: Class 15 contains 33919 members 
Mstep: Class 16 contains 5391 members 
Mstep: Class 17 contains 64281 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12962 members 
Mstep: Class 20 contains 42024 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 20639 members 
Mstep: Class 24 contains 190595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90818472.000000 Penalty: 80247.148438
Iteration 122Q: 25 clusters Score -9.081847e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15973 members 
Mstep: Class 4 contains 36541 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 208942 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11368 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 13659 members 
Mstep: Class 12 contains 9256 members 
Mstep: Class 13 contains 7318 members 
Mstep: Class 14 contains 26803 members 
Mstep: Class 15 contains 33930 members 
Mstep: Class 16 contains 5450 members 
Mstep: Class 17 contains 64128 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12948 members 
Mstep: Class 20 contains 41982 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20687 members 
Mstep: Class 24 contains 190945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90818664.000000 Penalty: 80247.148438
Iteration 123Q: 25 clusters Score -9.081866e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15939 members 
Mstep: Class 4 contains 36542 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 208793 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11390 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 13655 members 
Mstep: Class 12 contains 9181 members 
Mstep: Class 13 contains 7285 members 
Mstep: Class 14 contains 26789 members 
Mstep: Class 15 contains 33933 members 
Mstep: Class 16 contains 5508 members 
Mstep: Class 17 contains 63992 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12934 members 
Mstep: Class 20 contains 41954 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20728 members 
Mstep: Class 24 contains 191310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90818712.000000 Penalty: 80247.148438
Iteration 124Q: 25 clusters Score -9.081871e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15903 members 
Mstep: Class 4 contains 36526 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 208678 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11403 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 13658 members 
Mstep: Class 12 contains 9119 members 
Mstep: Class 13 contains 7252 members 
Mstep: Class 14 contains 26781 members 
Mstep: Class 15 contains 33936 members 
Mstep: Class 16 contains 5552 members 
Mstep: Class 17 contains 63838 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12919 members 
Mstep: Class 20 contains 41923 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20756 members 
Mstep: Class 24 contains 191690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819136.000000 Penalty: 80247.148438
Iteration 125Q: 25 clusters Score -9.081914e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15869 members 
Mstep: Class 4 contains 36526 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 208553 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11425 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13657 members 
Mstep: Class 12 contains 9045 members 
Mstep: Class 13 contains 7211 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 15 contains 33952 members 
Mstep: Class 16 contains 5586 members 
Mstep: Class 17 contains 63696 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12907 members 
Mstep: Class 20 contains 41897 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20794 members 
Mstep: Class 24 contains 192053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819208.000000 Penalty: 80247.148438
Iteration 126Q: 25 clusters Score -9.081921e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15841 members 
Mstep: Class 4 contains 36523 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 208432 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11449 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13652 members 
Mstep: Class 12 contains 8979 members 
Mstep: Class 13 contains 7175 members 
Mstep: Class 14 contains 26749 members 
Mstep: Class 15 contains 33966 members 
Mstep: Class 16 contains 5616 members 
Mstep: Class 17 contains 63561 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12899 members 
Mstep: Class 20 contains 41886 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20812 members 
Mstep: Class 24 contains 192398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819368.000000 Penalty: 80247.148438
Iteration 127Q: 25 clusters Score -9.081937e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15819 members 
Mstep: Class 4 contains 36529 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 208250 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11465 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 13657 members 
Mstep: Class 12 contains 8898 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 26745 members 
Mstep: Class 15 contains 33971 members 
Mstep: Class 16 contains 5654 members 
Mstep: Class 17 contains 63436 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12891 members 
Mstep: Class 20 contains 41873 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20833 members 
Mstep: Class 24 contains 192773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819488.000000 Penalty: 80247.148438
Iteration 128Q: 25 clusters Score -9.081949e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15796 members 
Mstep: Class 4 contains 36521 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 208052 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11482 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13665 members 
Mstep: Class 12 contains 8835 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 26733 members 
Mstep: Class 15 contains 33975 members 
Mstep: Class 16 contains 5686 members 
Mstep: Class 17 contains 63307 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12890 members 
Mstep: Class 20 contains 41865 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20863 members 
Mstep: Class 24 contains 193161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819464.000000 Penalty: 80247.148438
Iteration 129Q: 25 clusters Score -9.081946e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15776 members 
Mstep: Class 4 contains 36516 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207833 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11497 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13663 members 
Mstep: Class 12 contains 8800 members 
Mstep: Class 13 contains 7085 members 
Mstep: Class 14 contains 26725 members 
Mstep: Class 15 contains 33981 members 
Mstep: Class 16 contains 5717 members 
Mstep: Class 17 contains 63183 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12885 members 
Mstep: Class 20 contains 41845 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20882 members 
Mstep: Class 24 contains 193556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819624.000000 Penalty: 80247.148438
Iteration 130Q: 25 clusters Score -9.081962e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15755 members 
Mstep: Class 4 contains 36506 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207655 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11514 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 13660 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 7064 members 
Mstep: Class 14 contains 26712 members 
Mstep: Class 15 contains 33985 members 
Mstep: Class 16 contains 5755 members 
Mstep: Class 17 contains 63057 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12878 members 
Mstep: Class 20 contains 41831 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20888 members 
Mstep: Class 24 contains 193913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819648.000000 Penalty: 80247.148438
Iteration 131Q: 25 clusters Score -9.081965e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15738 members 
Mstep: Class 4 contains 36499 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207499 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11535 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 13661 members 
Mstep: Class 12 contains 8750 members 
Mstep: Class 13 contains 7043 members 
Mstep: Class 14 contains 26707 members 
Mstep: Class 15 contains 33987 members 
Mstep: Class 16 contains 5794 members 
Mstep: Class 17 contains 62919 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12870 members 
Mstep: Class 20 contains 41820 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20915 members 
Mstep: Class 24 contains 194211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90819936.000000 Penalty: 80247.148438
Iteration 132Q: 25 clusters Score -9.081994e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15723 members 
Mstep: Class 4 contains 36484 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207396 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11561 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13661 members 
Mstep: Class 12 contains 8710 members 
Mstep: Class 13 contains 7027 members 
Mstep: Class 14 contains 26701 members 
Mstep: Class 15 contains 33994 members 
Mstep: Class 16 contains 5836 members 
Mstep: Class 17 contains 62800 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12857 members 
Mstep: Class 20 contains 41798 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20927 members 
Mstep: Class 24 contains 194477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820176.000000 Penalty: 80247.148438
Iteration 133Q: 25 clusters Score -9.082018e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15711 members 
Mstep: Class 4 contains 36481 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207289 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11582 members 
Mstep: Class 10 contains 1603 members 
Mstep: Class 11 contains 13661 members 
Mstep: Class 12 contains 8678 members 
Mstep: Class 13 contains 7013 members 
Mstep: Class 14 contains 26694 members 
Mstep: Class 15 contains 34004 members 
Mstep: Class 16 contains 5882 members 
Mstep: Class 17 contains 62700 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12847 members 
Mstep: Class 20 contains 41789 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20936 members 
Mstep: Class 24 contains 194689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820288.000000 Penalty: 80247.148438
Iteration 134Q: 25 clusters Score -9.082029e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15697 members 
Mstep: Class 4 contains 36476 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207209 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11604 members 
Mstep: Class 10 contains 1603 members 
Mstep: Class 11 contains 13656 members 
Mstep: Class 12 contains 8650 members 
Mstep: Class 13 contains 6993 members 
Mstep: Class 14 contains 26699 members 
Mstep: Class 15 contains 34005 members 
Mstep: Class 16 contains 5923 members 
Mstep: Class 17 contains 62624 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12837 members 
Mstep: Class 20 contains 41779 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20947 members 
Mstep: Class 24 contains 194860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820240.000000 Penalty: 80247.148438
Iteration 135Q: 25 clusters Score -9.082024e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15687 members 
Mstep: Class 4 contains 36476 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207201 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11627 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13656 members 
Mstep: Class 12 contains 8620 members 
Mstep: Class 13 contains 6981 members 
Mstep: Class 14 contains 26694 members 
Mstep: Class 15 contains 33995 members 
Mstep: Class 16 contains 5964 members 
Mstep: Class 17 contains 62515 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12829 members 
Mstep: Class 20 contains 41767 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20947 members 
Mstep: Class 24 contains 195000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820184.000000 Penalty: 80247.148438
Iteration 136Q: 25 clusters Score -9.082018e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15665 members 
Mstep: Class 4 contains 36482 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207189 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11632 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 13654 members 
Mstep: Class 12 contains 8594 members 
Mstep: Class 13 contains 6971 members 
Mstep: Class 14 contains 26689 members 
Mstep: Class 15 contains 33992 members 
Mstep: Class 16 contains 5998 members 
Mstep: Class 17 contains 62423 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12827 members 
Mstep: Class 20 contains 41756 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20939 members 
Mstep: Class 24 contains 195150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820368.000000 Penalty: 80247.148438
Iteration 137Q: 25 clusters Score -9.082037e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15643 members 
Mstep: Class 4 contains 36484 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207162 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11640 members 
Mstep: Class 10 contains 1604 members 
Mstep: Class 11 contains 13659 members 
Mstep: Class 12 contains 8579 members 
Mstep: Class 13 contains 6958 members 
Mstep: Class 14 contains 26685 members 
Mstep: Class 15 contains 33996 members 
Mstep: Class 16 contains 6024 members 
Mstep: Class 17 contains 62327 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12819 members 
Mstep: Class 20 contains 41751 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20932 members 
Mstep: Class 24 contains 195299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820576.000000 Penalty: 80247.148438
Iteration 138Q: 25 clusters Score -9.082058e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15624 members 
Mstep: Class 4 contains 36489 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207167 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11652 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 13657 members 
Mstep: Class 12 contains 8565 members 
Mstep: Class 13 contains 6949 members 
Mstep: Class 14 contains 26684 members 
Mstep: Class 15 contains 33991 members 
Mstep: Class 16 contains 6045 members 
Mstep: Class 17 contains 62248 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12810 members 
Mstep: Class 20 contains 41753 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20922 members 
Mstep: Class 24 contains 195405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820808.000000 Penalty: 80247.148438
Iteration 139Q: 25 clusters Score -9.082081e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15609 members 
Mstep: Class 4 contains 36491 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207212 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11663 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 13659 members 
Mstep: Class 12 contains 8548 members 
Mstep: Class 13 contains 6939 members 
Mstep: Class 14 contains 26676 members 
Mstep: Class 15 contains 33988 members 
Mstep: Class 16 contains 6065 members 
Mstep: Class 17 contains 62173 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12807 members 
Mstep: Class 20 contains 41752 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20910 members 
Mstep: Class 24 contains 195470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820952.000000 Penalty: 80247.148438
Iteration 140F: 25 clusters Score -9.082095e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15600 members 
Mstep: Class 4 contains 36497 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207329 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11673 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 13666 members 
Mstep: Class 12 contains 8530 members 
Mstep: Class 13 contains 6931 members 
Mstep: Class 14 contains 26672 members 
Mstep: Class 15 contains 33988 members 
Mstep: Class 16 contains 6083 members 
Mstep: Class 17 contains 62095 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12805 members 
Mstep: Class 20 contains 41752 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20886 members 
Mstep: Class 24 contains 195455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820912.000000 Penalty: 80247.148438
Iteration 141Q: 25 clusters Score -9.082091e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15592 members 
Mstep: Class 4 contains 36499 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207440 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11668 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 13670 members 
Mstep: Class 12 contains 8506 members 
Mstep: Class 13 contains 6921 members 
Mstep: Class 14 contains 26673 members 
Mstep: Class 15 contains 34003 members 
Mstep: Class 16 contains 6094 members 
Mstep: Class 17 contains 62014 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12804 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20866 members 
Mstep: Class 24 contains 195466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820952.000000 Penalty: 80247.148438
Iteration 142Q: 25 clusters Score -9.082095e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15581 members 
Mstep: Class 4 contains 36500 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207585 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11680 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 13669 members 
Mstep: Class 12 contains 8497 members 
Mstep: Class 13 contains 6913 members 
Mstep: Class 14 contains 26662 members 
Mstep: Class 15 contains 34006 members 
Mstep: Class 16 contains 6109 members 
Mstep: Class 17 contains 61948 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12805 members 
Mstep: Class 20 contains 41747 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20838 members 
Mstep: Class 24 contains 195422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820808.000000 Penalty: 80247.148438
Iteration 143Q: 25 clusters Score -9.082081e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15570 members 
Mstep: Class 4 contains 36496 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 207806 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11685 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13681 members 
Mstep: Class 12 contains 8494 members 
Mstep: Class 13 contains 6905 members 
Mstep: Class 14 contains 26661 members 
Mstep: Class 15 contains 34004 members 
Mstep: Class 16 contains 6120 members 
Mstep: Class 17 contains 61859 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12801 members 
Mstep: Class 20 contains 41751 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20809 members 
Mstep: Class 24 contains 195321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820832.000000 Penalty: 80247.148438
Iteration 144Q: 25 clusters Score -9.082083e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15556 members 
Mstep: Class 4 contains 36481 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 208042 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11684 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 13679 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 6900 members 
Mstep: Class 14 contains 26658 members 
Mstep: Class 15 contains 34012 members 
Mstep: Class 16 contains 6138 members 
Mstep: Class 17 contains 61791 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12800 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20782 members 
Mstep: Class 24 contains 195215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820800.000000 Penalty: 80247.148438
Iteration 145Q: 25 clusters Score -9.08208e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15544 members 
Mstep: Class 4 contains 36472 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 208294 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11686 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13676 members 
Mstep: Class 12 contains 8467 members 
Mstep: Class 13 contains 6895 members 
Mstep: Class 14 contains 26657 members 
Mstep: Class 15 contains 34016 members 
Mstep: Class 16 contains 6148 members 
Mstep: Class 17 contains 61736 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12796 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20756 members 
Mstep: Class 24 contains 195076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820848.000000 Penalty: 80247.148438
Iteration 146Q: 25 clusters Score -9.082085e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15531 members 
Mstep: Class 4 contains 36465 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 208578 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 11692 members 
Mstep: Class 10 contains 1603 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 8456 members 
Mstep: Class 13 contains 6891 members 
Mstep: Class 14 contains 26653 members 
Mstep: Class 15 contains 34015 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 61661 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12795 members 
Mstep: Class 20 contains 41744 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20717 members 
Mstep: Class 24 contains 194934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820888.000000 Penalty: 80247.148438
Iteration 147Q: 25 clusters Score -9.082089e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15515 members 
Mstep: Class 4 contains 36464 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 208864 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11694 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13671 members 
Mstep: Class 12 contains 8441 members 
Mstep: Class 13 contains 6890 members 
Mstep: Class 14 contains 26655 members 
Mstep: Class 15 contains 34022 members 
Mstep: Class 16 contains 6160 members 
Mstep: Class 17 contains 61608 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12797 members 
Mstep: Class 20 contains 41735 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20675 members 
Mstep: Class 24 contains 194769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820960.000000 Penalty: 80247.148438
Iteration 148Q: 25 clusters Score -9.082096e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15510 members 
Mstep: Class 4 contains 36463 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 209147 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11704 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 13667 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 6890 members 
Mstep: Class 14 contains 26659 members 
Mstep: Class 15 contains 34023 members 
Mstep: Class 16 contains 6168 members 
Mstep: Class 17 contains 61539 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12799 members 
Mstep: Class 20 contains 41727 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20646 members 
Mstep: Class 24 contains 194595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821008.000000 Penalty: 80247.148438
Iteration 149Q: 25 clusters Score -9.082101e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15502 members 
Mstep: Class 4 contains 36457 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 209429 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11720 members 
Mstep: Class 10 contains 1608 members 
Mstep: Class 11 contains 13658 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 6888 members 
Mstep: Class 14 contains 26654 members 
Mstep: Class 15 contains 34024 members 
Mstep: Class 16 contains 6178 members 
Mstep: Class 17 contains 61477 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12796 members 
Mstep: Class 20 contains 41722 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20621 members 
Mstep: Class 24 contains 194433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821192.000000 Penalty: 80247.148438
Iteration 150Q: 25 clusters Score -9.082119e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15494 members 
Mstep: Class 4 contains 36454 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 209675 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11724 members 
Mstep: Class 10 contains 1609 members 
Mstep: Class 11 contains 13652 members 
Mstep: Class 12 contains 8375 members 
Mstep: Class 13 contains 6882 members 
Mstep: Class 14 contains 26655 members 
Mstep: Class 15 contains 34031 members 
Mstep: Class 16 contains 6189 members 
Mstep: Class 17 contains 61439 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12792 members 
Mstep: Class 20 contains 41719 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20587 members 
Mstep: Class 24 contains 194290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821032.000000 Penalty: 80247.148438
Iteration 151Q: 25 clusters Score -9.082103e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15485 members 
Mstep: Class 4 contains 36445 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 209867 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11737 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 13646 members 
Mstep: Class 12 contains 8361 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 26657 members 
Mstep: Class 15 contains 34035 members 
Mstep: Class 16 contains 6200 members 
Mstep: Class 17 contains 61409 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12790 members 
Mstep: Class 20 contains 41710 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20550 members 
Mstep: Class 24 contains 194191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821224.000000 Penalty: 80247.148438
Iteration 152Q: 25 clusters Score -9.082122e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15484 members 
Mstep: Class 4 contains 36445 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 210069 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11743 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13649 members 
Mstep: Class 12 contains 8344 members 
Mstep: Class 13 contains 6876 members 
Mstep: Class 14 contains 26653 members 
Mstep: Class 15 contains 34039 members 
Mstep: Class 16 contains 6205 members 
Mstep: Class 17 contains 61379 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12787 members 
Mstep: Class 20 contains 41688 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20491 members 
Mstep: Class 24 contains 194111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821384.000000 Penalty: 80247.148438
Iteration 153Q: 25 clusters Score -9.082138e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15478 members 
Mstep: Class 4 contains 36453 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 210296 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11741 members 
Mstep: Class 10 contains 1603 members 
Mstep: Class 11 contains 13647 members 
Mstep: Class 12 contains 8333 members 
Mstep: Class 13 contains 6874 members 
Mstep: Class 14 contains 26644 members 
Mstep: Class 15 contains 34045 members 
Mstep: Class 16 contains 6212 members 
Mstep: Class 17 contains 61354 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12780 members 
Mstep: Class 20 contains 41675 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20442 members 
Mstep: Class 24 contains 193992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821496.000000 Penalty: 80247.148438
Iteration 154Q: 25 clusters Score -9.08215e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15478 members 
Mstep: Class 4 contains 36448 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 210582 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11740 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 13645 members 
Mstep: Class 12 contains 8313 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 26642 members 
Mstep: Class 15 contains 34044 members 
Mstep: Class 16 contains 6220 members 
Mstep: Class 17 contains 61317 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12777 members 
Mstep: Class 20 contains 41666 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20409 members 
Mstep: Class 24 contains 193814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821568.000000 Penalty: 80247.148438
Iteration 155Q: 25 clusters Score -9.082157e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15469 members 
Mstep: Class 4 contains 36459 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 210864 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11737 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 13643 members 
Mstep: Class 12 contains 8288 members 
Mstep: Class 13 contains 6872 members 
Mstep: Class 14 contains 26633 members 
Mstep: Class 15 contains 34044 members 
Mstep: Class 16 contains 6225 members 
Mstep: Class 17 contains 61293 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12772 members 
Mstep: Class 20 contains 41663 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20383 members 
Mstep: Class 24 contains 193626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821672.000000 Penalty: 80247.148438
Iteration 156Q: 25 clusters Score -9.082167e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15461 members 
Mstep: Class 4 contains 36461 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 211139 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11740 members 
Mstep: Class 10 contains 1604 members 
Mstep: Class 11 contains 13633 members 
Mstep: Class 12 contains 8265 members 
Mstep: Class 13 contains 6872 members 
Mstep: Class 14 contains 26619 members 
Mstep: Class 15 contains 34048 members 
Mstep: Class 16 contains 6233 members 
Mstep: Class 17 contains 61265 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12765 members 
Mstep: Class 20 contains 41652 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20361 members 
Mstep: Class 24 contains 193457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821704.000000 Penalty: 80247.148438
Iteration 157Q: 25 clusters Score -9.08217e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15458 members 
Mstep: Class 4 contains 36465 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 211397 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11735 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13632 members 
Mstep: Class 12 contains 8235 members 
Mstep: Class 13 contains 6872 members 
Mstep: Class 14 contains 26603 members 
Mstep: Class 15 contains 34055 members 
Mstep: Class 16 contains 6245 members 
Mstep: Class 17 contains 61236 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12762 members 
Mstep: Class 20 contains 41639 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20335 members 
Mstep: Class 24 contains 193301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821744.000000 Penalty: 80247.148438
Iteration 158Q: 25 clusters Score -9.082174e+07 nChanged 848
Entering ConstructFrom: 
Score: -90821744.000000 Penalty: 80247.148438
Entering ConstructFrom: 
Trying to split cluster 1 (7207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Entering Unmasked Estep 
Score: -796948.437500 Penalty: 2202.936279
	Iteration 0F: 2 clusters Score -796948.4 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 3613 members 
Entering Unmasked Estep 
Score: -791230.687500 Penalty: 4405.872559
	Iteration 0F: 3 clusters Score -791230.7 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -793195.625000 Penalty: 4405.872559
	Iteration 1F: 3 clusters Score -793195.6 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -794023.625000 Penalty: 4405.872559
	Iteration 2F: 3 clusters Score -794023.6 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -794968.687500 Penalty: 4405.872559
	Iteration 3F: 3 clusters Score -794968.7 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -795662.937500 Penalty: 4405.872559
	Iteration 4F: 3 clusters Score -795662.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -796057.812500 Penalty: 4405.872559
	Iteration 5F: 3 clusters Score -796057.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -796271.750000 Penalty: 4405.872559
	Iteration 6Q: 3 clusters Score -796271.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -796400.500000 Penalty: 4405.872559
	Iteration 7Q: 3 clusters Score -796400.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -796507.125000 Penalty: 4405.872559
	Iteration 8Q: 3 clusters Score -796507.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -796594.312500 Penalty: 4405.872559
	Iteration 9Q: 3 clusters Score -796594.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -796682.250000 Penalty: 4405.872559
	Iteration 10Q: 3 clusters Score -796682.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -796771.875000 Penalty: 4405.872559
	Iteration 11Q: 3 clusters Score -796771.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -796843.125000 Penalty: 4405.872559
	Iteration 12Q: 3 clusters Score -796843.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -796913.125000 Penalty: 4405.872559
	Iteration 13Q: 3 clusters Score -796913.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -796982.250000 Penalty: 4405.872559
	Iteration 14Q: 3 clusters Score -796982.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -797077.500000 Penalty: 4405.872559
	Iteration 15Q: 3 clusters Score -797077.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -797150.250000 Penalty: 4405.872559
	Iteration 16Q: 3 clusters Score -797150.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -797209.000000 Penalty: 4405.872559
	Iteration 17Q: 3 clusters Score -797209 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -797251.437500 Penalty: 4405.872559
	Iteration 18Q: 3 clusters Score -797251.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -797291.000000 Penalty: 4405.872559
	Iteration 19Q: 3 clusters Score -797291 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -797316.375000 Penalty: 4405.872559
	Iteration 20F: 3 clusters Score -797316.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -797328.687500 Penalty: 4405.872559
	Iteration 21Q: 3 clusters Score -797328.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -797336.812500 Penalty: 4405.872559
	Iteration 22Q: 3 clusters Score -797336.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -797339.562500 Penalty: 4405.872559
	Iteration 23Q: 3 clusters Score -797339.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -797343.250000 Penalty: 4405.872559
	Iteration 24Q: 3 clusters Score -797343.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -797344.687500 Penalty: 4405.872559
	Iteration 25Q: 3 clusters Score -797344.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -797347.375000 Penalty: 4405.872559
	Iteration 26Q: 3 clusters Score -797347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -797349.625000 Penalty: 4405.872559
	Iteration 27Q: 3 clusters Score -797349.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -797350.687500 Penalty: 4405.872559
	Iteration 28Q: 3 clusters Score -797350.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -797349.875000 Penalty: 4405.872559
	Iteration 29Q: 3 clusters Score -797349.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -797352.312500 Penalty: 4405.872559
	Iteration 30Q: 3 clusters Score -797352.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -797353.687500 Penalty: 4405.872559
	Iteration 31Q: 3 clusters Score -797353.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -797354.250000 Penalty: 4405.872559
	Iteration 32Q: 3 clusters Score -797354.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -797355.125000 Penalty: 4405.872559
	Iteration 33Q: 3 clusters Score -797355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -797353.625000 Penalty: 4405.872559
	Iteration 34Q: 3 clusters Score -797353.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -797353.625000 Penalty: 4405.872559
	Iteration 35F: 3 clusters Score -797353.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15451 members 
Mstep: Class 4 contains 36469 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 211644 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11722 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13627 members 
Mstep: Class 12 contains 8206 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 26594 members 
Mstep: Class 15 contains 34060 members 
Mstep: Class 16 contains 6249 members 
Mstep: Class 17 contains 61205 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12761 members 
Mstep: Class 20 contains 41623 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20305 members 
Mstep: Class 24 contains 193184 members 
Mstep: Class 25 contains 585 members 
Entering Unmasked Estep 
Score: -90820688.000000 Penalty: 83590.781250
Splitting cluster 1 changes total score from -90821744.000000 to -90820688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -104800.796875 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -104800.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -102929.968750 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -102930 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -103307.304688 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -103307.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103549.492188 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -103549.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -103745.890625 Penalty: 3394.500000
	Iteration 3F: 3 clusters Score -103745.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -103981.398438 Penalty: 3394.500000
	Iteration 4F: 3 clusters Score -103981.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -104280.148438 Penalty: 3394.500000
	Iteration 5F: 3 clusters Score -104280.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -104509.734375 Penalty: 3394.500000
	Iteration 6F: 3 clusters Score -104509.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -104658.570312 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -104658.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -104780.328125 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -104780.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -104905.328125 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -104905.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -105161.976562 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -105162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -105214.968750 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -105215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -105262.460938 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -105262.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105294.632812 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -105294.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105310.679688 Penalty: 3394.500000
	Iteration 14Q: 3 clusters Score -105310.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -105331.031250 Penalty: 3394.500000
	Iteration 15Q: 3 clusters Score -105331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -105344.687500 Penalty: 3394.500000
	Iteration 16Q: 3 clusters Score -105344.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -105354.406250 Penalty: 3394.500000
	Iteration 17Q: 3 clusters Score -105354.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -105357.351562 Penalty: 3394.500000
	Iteration 18Q: 3 clusters Score -105357.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -105362.914062 Penalty: 3394.500000
	Iteration 19F: 3 clusters Score -105362.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105368.906250 Penalty: 3394.500000
	Iteration 20F: 3 clusters Score -105368.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105379.015625 Penalty: 3394.500000
	Iteration 21Q: 3 clusters Score -105379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -105388.648438 Penalty: 3394.500000
	Iteration 22Q: 3 clusters Score -105388.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105434.101562 Penalty: 3394.500000
	Iteration 23Q: 3 clusters Score -105434.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105490.578125 Penalty: 3394.500000
	Iteration 24Q: 3 clusters Score -105490.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105513.523438 Penalty: 3394.500000
	Iteration 25Q: 3 clusters Score -105513.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -105541.250000 Penalty: 3394.500000
	Iteration 26Q: 3 clusters Score -105541.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -105591.148438 Penalty: 3394.500000
	Iteration 27Q: 3 clusters Score -105591.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105680.539062 Penalty: 3394.500000
	Iteration 28Q: 3 clusters Score -105680.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105723.585938 Penalty: 3394.500000
	Iteration 29Q: 3 clusters Score -105723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105726.406250 Penalty: 3394.500000
	Iteration 30Q: 3 clusters Score -105726.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105726.406250 Penalty: 3394.500000
	Iteration 31F: 3 clusters Score -105726.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 453 members 
Mstep: Class 3 contains 15451 members 
Mstep: Class 4 contains 36469 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 211644 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11722 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13627 members 
Mstep: Class 12 contains 8206 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 26594 members 
Mstep: Class 15 contains 34060 members 
Mstep: Class 16 contains 6249 members 
Mstep: Class 17 contains 61205 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12761 members 
Mstep: Class 20 contains 41623 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20305 members 
Mstep: Class 24 contains 193184 members 
Mstep: Class 25 contains 485 members 
Entering Unmasked Estep 
Score: -90820928.000000 Penalty: 83590.781250
Splitting cluster 2 changes total score from -90821744.000000 to -90820928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (15451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Entering Unmasked Estep 
Score: -2018382.625000 Penalty: 2392.066406
	Iteration 0F: 2 clusters Score -2018383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2007304.875000 Penalty: 4784.132812
	Iteration 0F: 3 clusters Score -2007305 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2010849.375000 Penalty: 4784.132812
	Iteration 1F: 3 clusters Score -2010849 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2011200.625000 Penalty: 4784.132812
	Iteration 2F: 3 clusters Score -2011201 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2011504.250000 Penalty: 4784.132812
	Iteration 3Q: 3 clusters Score -2011504 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2011753.875000 Penalty: 4784.132812
	Iteration 4Q: 3 clusters Score -2011754 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2011999.000000 Penalty: 4784.132812
	Iteration 5Q: 3 clusters Score -2011999 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2012252.625000 Penalty: 4784.132812
	Iteration 6Q: 3 clusters Score -2012253 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2012596.625000 Penalty: 4784.132812
	Iteration 7Q: 3 clusters Score -2012597 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2013088.250000 Penalty: 4784.132812
	Iteration 8F: 3 clusters Score -2013088 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2013697.375000 Penalty: 4784.132812
	Iteration 9F: 3 clusters Score -2013697 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2014355.875000 Penalty: 4784.132812
	Iteration 10F: 3 clusters Score -2014356 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2014908.000000 Penalty: 4784.132812
	Iteration 11Q: 3 clusters Score -2014908 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2015367.000000 Penalty: 4784.132812
	Iteration 12Q: 3 clusters Score -2015367 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2015734.625000 Penalty: 4784.132812
	Iteration 13Q: 3 clusters Score -2015735 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2015993.375000 Penalty: 4784.132812
	Iteration 14Q: 3 clusters Score -2015993 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2016135.125000 Penalty: 4784.132812
	Iteration 15Q: 3 clusters Score -2016135 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2016237.375000 Penalty: 4784.132812
	Iteration 16Q: 3 clusters Score -2016237 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2016302.875000 Penalty: 4784.132812
	Iteration 17Q: 3 clusters Score -2016303 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2016342.875000 Penalty: 4784.132812
	Iteration 18Q: 3 clusters Score -2016343 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2016379.750000 Penalty: 4784.132812
	Iteration 19Q: 3 clusters Score -2016380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2016411.750000 Penalty: 4784.132812
	Iteration 20F: 3 clusters Score -2016412 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2016441.875000 Penalty: 4784.132812
	Iteration 21Q: 3 clusters Score -2016442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2016470.875000 Penalty: 4784.132812
	Iteration 22Q: 3 clusters Score -2016471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2016484.375000 Penalty: 4784.132812
	Iteration 23Q: 3 clusters Score -2016484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2016502.750000 Penalty: 4784.132812
	Iteration 24Q: 3 clusters Score -2016503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2016508.125000 Penalty: 4784.132812
	Iteration 25Q: 3 clusters Score -2016508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2016514.375000 Penalty: 4784.132812
	Iteration 26Q: 3 clusters Score -2016514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2016517.875000 Penalty: 4784.132812
	Iteration 27Q: 3 clusters Score -2016518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2016517.750000 Penalty: 4784.132812
	Iteration 28Q: 3 clusters Score -2016518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2016517.750000 Penalty: 4784.132812
	Iteration 29F: 3 clusters Score -2016518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Entering Unmasked Estep 
Score: -4668186.500000 Penalty: 2605.046143
	Iteration 0F: 2 clusters Score -4668186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -4643318.000000 Penalty: 5210.092285
	Iteration 0F: 3 clusters Score -4643318 nChanged 16617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -4652425.500000 Penalty: 5210.092285
	Iteration 1F: 3 clusters Score -4652426 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -4652885.500000 Penalty: 5210.092285
	Iteration 2Q: 3 clusters Score -4652886 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -4653330.500000 Penalty: 5210.092285
	Iteration 3Q: 3 clusters Score -4653330 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -4653781.000000 Penalty: 5210.092285
	Iteration 4Q: 3 clusters Score -4653781 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -4654312.000000 Penalty: 5210.092285
	Iteration 5Q: 3 clusters Score -4654312 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -4655102.000000 Penalty: 5210.092285
	Iteration 6Q: 3 clusters Score -4655102 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -4656202.500000 Penalty: 5210.092285
	Iteration 7F: 3 clusters Score -4656202 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -4657865.500000 Penalty: 5210.092285
	Iteration 8F: 3 clusters Score -4657866 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -4659946.000000 Penalty: 5210.092285
	Iteration 9F: 3 clusters Score -4659946 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -4662078.000000 Penalty: 5210.092285
	Iteration 10F: 3 clusters Score -4662078 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -4663820.000000 Penalty: 5210.092285
	Iteration 11F: 3 clusters Score -4663820 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4664959.500000 Penalty: 5210.092285
	Iteration 12Q: 3 clusters Score -4664960 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4665571.000000 Penalty: 5210.092285
	Iteration 13Q: 3 clusters Score -4665571 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4665902.500000 Penalty: 5210.092285
	Iteration 14Q: 3 clusters Score -4665902 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4666100.000000 Penalty: 5210.092285
	Iteration 15Q: 3 clusters Score -4666100 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4666200.500000 Penalty: 5210.092285
	Iteration 16Q: 3 clusters Score -4666200 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4666251.000000 Penalty: 5210.092285
	Iteration 17Q: 3 clusters Score -4666251 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4666293.000000 Penalty: 5210.092285
	Iteration 18Q: 3 clusters Score -4666293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4666307.000000 Penalty: 5210.092285
	Iteration 19Q: 3 clusters Score -4666307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4666335.500000 Penalty: 5210.092285
	Iteration 20F: 3 clusters Score -4666336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4666341.000000 Penalty: 5210.092285
	Iteration 21Q: 3 clusters Score -4666341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4666355.500000 Penalty: 5210.092285
	Iteration 22Q: 3 clusters Score -4666356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4666361.000000 Penalty: 5210.092285
	Iteration 23Q: 3 clusters Score -4666361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4666365.500000 Penalty: 5210.092285
	Iteration 24Q: 3 clusters Score -4666366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4666372.000000 Penalty: 5210.092285
	Iteration 25Q: 3 clusters Score -4666372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4666375.500000 Penalty: 5210.092285
	Iteration 26Q: 3 clusters Score -4666376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4666382.000000 Penalty: 5210.092285
	Iteration 27Q: 3 clusters Score -4666382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4666382.000000 Penalty: 5210.092285
	Iteration 28Q: 3 clusters Score -4666382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4666382.500000 Penalty: 5210.092285
	Iteration 29Q: 3 clusters Score -4666382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4666390.500000 Penalty: 5210.092285
	Iteration 30Q: 3 clusters Score -4666390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4666390.500000 Penalty: 5210.092285
	Iteration 31F: 3 clusters Score -4666390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -113490.718750 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -113490.7 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 495 members 
Entering Unmasked Estep 
Score: -111579.757812 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -111579.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -112297.140625 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -112297.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -113280.804688 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -113280.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -113842.500000 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -113842.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -113999.804688 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -113999.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -114100.648438 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -114100.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -114175.078125 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -114175.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -114199.617188 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -114199.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -114207.484375 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -114207.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -114207.484375 Penalty: 3437.525391
	Iteration 9F: 3 clusters Score -114207.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15451 members 
Mstep: Class 4 contains 36469 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 211644 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11722 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13627 members 
Mstep: Class 12 contains 8206 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 26594 members 
Mstep: Class 15 contains 34060 members 
Mstep: Class 16 contains 6249 members 
Mstep: Class 17 contains 61205 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12761 members 
Mstep: Class 20 contains 41623 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20305 members 
Mstep: Class 24 contains 193184 members 
Mstep: Class 25 contains 572 members 
Entering Unmasked Estep 
Score: -90820616.000000 Penalty: 83590.781250
Splitting cluster 5 changes total score from -90821744.000000 to -90820616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (211644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211644 members 
Entering Unmasked Estep 
Score: -27607342.000000 Penalty: 3041.139893
	Iteration 0F: 2 clusters Score -2.760734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105989 members 
Mstep: Class 2 contains 105655 members 
Entering Unmasked Estep 
Score: -27471140.000000 Penalty: 6082.279785
	Iteration 0F: 3 clusters Score -2.747114e+07 nChanged 102086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107201 members 
Mstep: Class 2 contains 104443 members 
Entering Unmasked Estep 
Score: -27531348.000000 Penalty: 6082.279785
	Iteration 1F: 3 clusters Score -2.753135e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108420 members 
Mstep: Class 2 contains 103224 members 
Entering Unmasked Estep 
Score: -27532648.000000 Penalty: 6082.279785
	Iteration 2Q: 3 clusters Score -2.753265e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110277 members 
Mstep: Class 2 contains 101367 members 
Entering Unmasked Estep 
Score: -27534308.000000 Penalty: 6082.279785
	Iteration 3Q: 3 clusters Score -2.753431e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113155 members 
Mstep: Class 2 contains 98489 members 
Entering Unmasked Estep 
Score: -27536714.000000 Penalty: 6082.279785
	Iteration 4Q: 3 clusters Score -2.753671e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117520 members 
Mstep: Class 2 contains 94124 members 
Entering Unmasked Estep 
Score: -27540532.000000 Penalty: 6082.279785
	Iteration 5Q: 3 clusters Score -2.754053e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123916 members 
Mstep: Class 2 contains 87728 members 
Entering Unmasked Estep 
Score: -27546180.000000 Penalty: 6082.279785
	Iteration 6F: 3 clusters Score -2.754618e+07 nChanged 13110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132632 members 
Mstep: Class 2 contains 79012 members 
Entering Unmasked Estep 
Score: -27554752.000000 Penalty: 6082.279785
	Iteration 7F: 3 clusters Score -2.755475e+07 nChanged 14749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142857 members 
Mstep: Class 2 contains 68787 members 
Entering Unmasked Estep 
Score: -27567184.000000 Penalty: 6082.279785
	Iteration 8F: 3 clusters Score -2.756718e+07 nChanged 14869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152456 members 
Mstep: Class 2 contains 59188 members 
Entering Unmasked Estep 
Score: -27581844.000000 Penalty: 6082.279785
	Iteration 9F: 3 clusters Score -2.758184e+07 nChanged 12202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158920 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -27592886.000000 Penalty: 6082.279785
	Iteration 10F: 3 clusters Score -2.759289e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162574 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -27597370.000000 Penalty: 6082.279785
	Iteration 11Q: 3 clusters Score -2.759737e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165513 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -27599420.000000 Penalty: 6082.279785
	Iteration 12Q: 3 clusters Score -2.759942e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168058 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -27600552.000000 Penalty: 6082.279785
	Iteration 13Q: 3 clusters Score -2.760055e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170233 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -27601268.000000 Penalty: 6082.279785
	Iteration 14Q: 3 clusters Score -2.760127e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172260 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -27601874.000000 Penalty: 6082.279785
	Iteration 15Q: 3 clusters Score -2.760187e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174139 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -27602314.000000 Penalty: 6082.279785
	Iteration 16Q: 3 clusters Score -2.760231e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175833 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -27602620.000000 Penalty: 6082.279785
	Iteration 17Q: 3 clusters Score -2.760262e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177424 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -27602992.000000 Penalty: 6082.279785
	Iteration 18Q: 3 clusters Score -2.760299e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178925 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -27603308.000000 Penalty: 6082.279785
	Iteration 19Q: 3 clusters Score -2.760331e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180400 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -27603380.000000 Penalty: 6082.279785
	Iteration 20F: 3 clusters Score -2.760338e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181824 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -27603406.000000 Penalty: 6082.279785
	Iteration 21Q: 3 clusters Score -2.760341e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183261 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -27603538.000000 Penalty: 6082.279785
	Iteration 22Q: 3 clusters Score -2.760354e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184616 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -27603714.000000 Penalty: 6082.279785
	Iteration 23Q: 3 clusters Score -2.760371e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185890 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -27603876.000000 Penalty: 6082.279785
	Iteration 24Q: 3 clusters Score -2.760388e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187096 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -27603982.000000 Penalty: 6082.279785
	Iteration 25Q: 3 clusters Score -2.760398e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188249 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -27604062.000000 Penalty: 6082.279785
	Iteration 26Q: 3 clusters Score -2.760406e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189337 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -27604242.000000 Penalty: 6082.279785
	Iteration 27Q: 3 clusters Score -2.760424e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190378 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -27604360.000000 Penalty: 6082.279785
	Iteration 28Q: 3 clusters Score -2.760436e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191349 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -27604368.000000 Penalty: 6082.279785
	Iteration 29Q: 3 clusters Score -2.760437e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192282 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -27604634.000000 Penalty: 6082.279785
	Iteration 30Q: 3 clusters Score -2.760463e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193172 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -27604752.000000 Penalty: 6082.279785
	Iteration 31Q: 3 clusters Score -2.760475e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193961 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -27604806.000000 Penalty: 6082.279785
	Iteration 32Q: 3 clusters Score -2.760481e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194694 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -27604856.000000 Penalty: 6082.279785
	Iteration 33Q: 3 clusters Score -2.760486e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195400 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -27604938.000000 Penalty: 6082.279785
	Iteration 34Q: 3 clusters Score -2.760494e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196074 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -27604966.000000 Penalty: 6082.279785
	Iteration 35Q: 3 clusters Score -2.760497e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196683 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -27604898.000000 Penalty: 6082.279785
	Iteration 36Q: 3 clusters Score -2.76049e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197275 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -27604906.000000 Penalty: 6082.279785
	Iteration 37Q: 3 clusters Score -2.760491e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197937 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -27604930.000000 Penalty: 6082.279785
	Iteration 38Q: 3 clusters Score -2.760493e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198569 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -27605030.000000 Penalty: 6082.279785
	Iteration 39Q: 3 clusters Score -2.760503e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199196 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -27605038.000000 Penalty: 6082.279785
	Iteration 40F: 3 clusters Score -2.760504e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199810 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -27605038.000000 Penalty: 6082.279785
	Iteration 41Q: 3 clusters Score -2.760504e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200369 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -27605086.000000 Penalty: 6082.279785
	Iteration 42Q: 3 clusters Score -2.760509e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200896 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -27605096.000000 Penalty: 6082.279785
	Iteration 43Q: 3 clusters Score -2.76051e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201392 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -27605102.000000 Penalty: 6082.279785
	Iteration 44Q: 3 clusters Score -2.76051e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201838 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -27605154.000000 Penalty: 6082.279785
	Iteration 45Q: 3 clusters Score -2.760515e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202268 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -27605118.000000 Penalty: 6082.279785
	Iteration 46Q: 3 clusters Score -2.760512e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202650 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -27605218.000000 Penalty: 6082.279785
	Iteration 47Q: 3 clusters Score -2.760522e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202990 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -27605242.000000 Penalty: 6082.279785
	Iteration 48Q: 3 clusters Score -2.760524e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203340 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -27605232.000000 Penalty: 6082.279785
	Iteration 49Q: 3 clusters Score -2.760523e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203683 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -27605334.000000 Penalty: 6082.279785
	Iteration 50Q: 3 clusters Score -2.760533e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204016 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -27605262.000000 Penalty: 6082.279785
	Iteration 51Q: 3 clusters Score -2.760526e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204348 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -27605240.000000 Penalty: 6082.279785
	Iteration 52Q: 3 clusters Score -2.760524e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204670 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -27605224.000000 Penalty: 6082.279785
	Iteration 53Q: 3 clusters Score -2.760522e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204948 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -27605212.000000 Penalty: 6082.279785
	Iteration 54Q: 3 clusters Score -2.760521e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205218 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -27605248.000000 Penalty: 6082.279785
	Iteration 55Q: 3 clusters Score -2.760525e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205485 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -27605230.000000 Penalty: 6082.279785
	Iteration 56Q: 3 clusters Score -2.760523e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205745 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -27605228.000000 Penalty: 6082.279785
	Iteration 57Q: 3 clusters Score -2.760523e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205994 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -27605270.000000 Penalty: 6082.279785
	Iteration 58Q: 3 clusters Score -2.760527e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206213 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -27605254.000000 Penalty: 6082.279785
	Iteration 59Q: 3 clusters Score -2.760525e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206430 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -27605340.000000 Penalty: 6082.279785
	Iteration 60F: 3 clusters Score -2.760534e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206637 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -27605308.000000 Penalty: 6082.279785
	Iteration 61Q: 3 clusters Score -2.760531e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206810 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -27605264.000000 Penalty: 6082.279785
	Iteration 62Q: 3 clusters Score -2.760526e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206989 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -27605316.000000 Penalty: 6082.279785
	Iteration 63Q: 3 clusters Score -2.760532e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207166 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -27605278.000000 Penalty: 6082.279785
	Iteration 64Q: 3 clusters Score -2.760528e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207349 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -27605256.000000 Penalty: 6082.279785
	Iteration 65Q: 3 clusters Score -2.760526e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207501 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -27605240.000000 Penalty: 6082.279785
	Iteration 66Q: 3 clusters Score -2.760524e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207624 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -27605172.000000 Penalty: 6082.279785
	Iteration 67Q: 3 clusters Score -2.760517e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207756 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -27605172.000000 Penalty: 6082.279785
	Iteration 68Q: 3 clusters Score -2.760517e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207876 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -27605172.000000 Penalty: 6082.279785
	Iteration 69Q: 3 clusters Score -2.760517e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207990 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -27605138.000000 Penalty: 6082.279785
	Iteration 70Q: 3 clusters Score -2.760514e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208075 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -27605156.000000 Penalty: 6082.279785
	Iteration 71Q: 3 clusters Score -2.760516e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208160 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -27605112.000000 Penalty: 6082.279785
	Iteration 72Q: 3 clusters Score -2.760511e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208245 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -27605140.000000 Penalty: 6082.279785
	Iteration 73Q: 3 clusters Score -2.760514e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208318 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -27605130.000000 Penalty: 6082.279785
	Iteration 74Q: 3 clusters Score -2.760513e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208393 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -27605138.000000 Penalty: 6082.279785
	Iteration 75Q: 3 clusters Score -2.760514e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208475 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -27605116.000000 Penalty: 6082.279785
	Iteration 76Q: 3 clusters Score -2.760512e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208549 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -27605070.000000 Penalty: 6082.279785
	Iteration 77Q: 3 clusters Score -2.760507e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208601 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -27605108.000000 Penalty: 6082.279785
	Iteration 78Q: 3 clusters Score -2.760511e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208660 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -27605134.000000 Penalty: 6082.279785
	Iteration 79Q: 3 clusters Score -2.760513e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208716 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -27605144.000000 Penalty: 6082.279785
	Iteration 80F: 3 clusters Score -2.760514e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208764 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -27605138.000000 Penalty: 6082.279785
	Iteration 81Q: 3 clusters Score -2.760514e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208806 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -27605128.000000 Penalty: 6082.279785
	Iteration 82Q: 3 clusters Score -2.760513e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208841 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -27605138.000000 Penalty: 6082.279785
	Iteration 83Q: 3 clusters Score -2.760514e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208882 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -27605138.000000 Penalty: 6082.279785
	Iteration 84Q: 3 clusters Score -2.760514e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208921 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -27605156.000000 Penalty: 6082.279785
	Iteration 85Q: 3 clusters Score -2.760516e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208958 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -27605192.000000 Penalty: 6082.279785
	Iteration 86Q: 3 clusters Score -2.760519e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209002 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -27605152.000000 Penalty: 6082.279785
	Iteration 87Q: 3 clusters Score -2.760515e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209048 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -27605126.000000 Penalty: 6082.279785
	Iteration 88Q: 3 clusters Score -2.760513e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209076 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -27605138.000000 Penalty: 6082.279785
	Iteration 89Q: 3 clusters Score -2.760514e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209103 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -27605130.000000 Penalty: 6082.279785
	Iteration 90Q: 3 clusters Score -2.760513e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209125 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -27605114.000000 Penalty: 6082.279785
	Iteration 91Q: 3 clusters Score -2.760511e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209144 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -27605142.000000 Penalty: 6082.279785
	Iteration 92Q: 3 clusters Score -2.760514e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209162 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -27605156.000000 Penalty: 6082.279785
	Iteration 93Q: 3 clusters Score -2.760516e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209181 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -27605154.000000 Penalty: 6082.279785
	Iteration 94Q: 3 clusters Score -2.760515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209194 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -27605142.000000 Penalty: 6082.279785
	Iteration 95Q: 3 clusters Score -2.760514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209202 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -27605120.000000 Penalty: 6082.279785
	Iteration 96Q: 3 clusters Score -2.760512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209209 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -27605148.000000 Penalty: 6082.279785
	Iteration 97Q: 3 clusters Score -2.760515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209217 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -27605136.000000 Penalty: 6082.279785
	Iteration 98Q: 3 clusters Score -2.760514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209224 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -27605142.000000 Penalty: 6082.279785
	Iteration 99Q: 3 clusters Score -2.760514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209231 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -27605144.000000 Penalty: 6082.279785
	Iteration 100F: 3 clusters Score -2.760514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209236 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -27605150.000000 Penalty: 6082.279785
	Iteration 101Q: 3 clusters Score -2.760515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209242 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -27605148.000000 Penalty: 6082.279785
	Iteration 102Q: 3 clusters Score -2.760515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209249 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -27605140.000000 Penalty: 6082.279785
	Iteration 103Q: 3 clusters Score -2.760514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209257 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -27605142.000000 Penalty: 6082.279785
	Iteration 104Q: 3 clusters Score -2.760514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209260 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -27605130.000000 Penalty: 6082.279785
	Iteration 105Q: 3 clusters Score -2.760513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209266 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -27605112.000000 Penalty: 6082.279785
	Iteration 106Q: 3 clusters Score -2.760511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209270 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -27605114.000000 Penalty: 6082.279785
	Iteration 107Q: 3 clusters Score -2.760511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209274 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -27605120.000000 Penalty: 6082.279785
	Iteration 108Q: 3 clusters Score -2.760512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209277 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -27605116.000000 Penalty: 6082.279785
	Iteration 109Q: 3 clusters Score -2.760512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209279 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -27605108.000000 Penalty: 6082.279785
	Iteration 110Q: 3 clusters Score -2.760511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209281 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -27605088.000000 Penalty: 6082.279785
	Iteration 111Q: 3 clusters Score -2.760509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209285 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -27605098.000000 Penalty: 6082.279785
	Iteration 112Q: 3 clusters Score -2.76051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209287 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -27605100.000000 Penalty: 6082.279785
	Iteration 113Q: 3 clusters Score -2.76051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209287 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -27605100.000000 Penalty: 6082.279785
	Iteration 114F: 3 clusters Score -2.76051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -39392.414062 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -39392.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37997.085938 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -37997.09 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38240.214844 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -38240.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38446.246094 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -38446.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38571.699219 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -38571.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38642.277344 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -38642.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38673.367188 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -38673.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38690.289062 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -38690.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38708.066406 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -38708.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38714.531250 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -38714.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38723.070312 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -38723.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38727.871094 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -38727.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38727.871094 Penalty: 2952.808594
	Iteration 11F: 3 clusters Score -38727.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -59308.253906 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -59308.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57816.023438 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -57816.02 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57989.378906 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -57989.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58038.046875 Penalty: 3070.396484
	Iteration 2Q: 3 clusters Score -58038.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58064.886719 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -58064.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -58081.171875 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -58081.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -58085.375000 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -58085.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -58085.375000 Penalty: 3070.396484
	Iteration 6F: 3 clusters Score -58085.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Entering Unmasked Estep 
Score: -1550439.875000 Penalty: 2323.567139
	Iteration 0F: 2 clusters Score -1550440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1541703.750000 Penalty: 4647.134277
	Iteration 0F: 3 clusters Score -1541704 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1544343.750000 Penalty: 4647.134277
	Iteration 1F: 3 clusters Score -1544344 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1544665.375000 Penalty: 4647.134277
	Iteration 2F: 3 clusters Score -1544665 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1544905.875000 Penalty: 4647.134277
	Iteration 3Q: 3 clusters Score -1544906 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1545092.750000 Penalty: 4647.134277
	Iteration 4Q: 3 clusters Score -1545093 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1545237.875000 Penalty: 4647.134277
	Iteration 5Q: 3 clusters Score -1545238 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1545401.750000 Penalty: 4647.134277
	Iteration 6Q: 3 clusters Score -1545402 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1545570.875000 Penalty: 4647.134277
	Iteration 7Q: 3 clusters Score -1545571 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1545766.125000 Penalty: 4647.134277
	Iteration 8Q: 3 clusters Score -1545766 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1545999.750000 Penalty: 4647.134277
	Iteration 9Q: 3 clusters Score -1546000 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1546279.875000 Penalty: 4647.134277
	Iteration 10Q: 3 clusters Score -1546280 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1546613.750000 Penalty: 4647.134277
	Iteration 11Q: 3 clusters Score -1546614 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1547056.125000 Penalty: 4647.134277
	Iteration 12Q: 3 clusters Score -1547056 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1547529.000000 Penalty: 4647.134277
	Iteration 13Q: 3 clusters Score -1547529 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1547919.625000 Penalty: 4647.134277
	Iteration 14Q: 3 clusters Score -1547920 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1548174.500000 Penalty: 4647.134277
	Iteration 15Q: 3 clusters Score -1548174 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1548371.250000 Penalty: 4647.134277
	Iteration 16Q: 3 clusters Score -1548371 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1548555.500000 Penalty: 4647.134277
	Iteration 17Q: 3 clusters Score -1548556 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1548703.875000 Penalty: 4647.134277
	Iteration 18Q: 3 clusters Score -1548704 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1548841.000000 Penalty: 4647.134277
	Iteration 19Q: 3 clusters Score -1548841 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1548961.250000 Penalty: 4647.134277
	Iteration 20F: 3 clusters Score -1548961 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1549085.375000 Penalty: 4647.134277
	Iteration 21Q: 3 clusters Score -1549085 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1549223.750000 Penalty: 4647.134277
	Iteration 22Q: 3 clusters Score -1549224 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1549347.625000 Penalty: 4647.134277
	Iteration 23Q: 3 clusters Score -1549348 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1549468.625000 Penalty: 4647.134277
	Iteration 24Q: 3 clusters Score -1549469 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1549573.250000 Penalty: 4647.134277
	Iteration 25Q: 3 clusters Score -1549573 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1549660.375000 Penalty: 4647.134277
	Iteration 26Q: 3 clusters Score -1549660 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1549738.125000 Penalty: 4647.134277
	Iteration 27Q: 3 clusters Score -1549738 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1549785.500000 Penalty: 4647.134277
	Iteration 28Q: 3 clusters Score -1549786 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1549802.125000 Penalty: 4647.134277
	Iteration 29Q: 3 clusters Score -1549802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1549819.000000 Penalty: 4647.134277
	Iteration 30Q: 3 clusters Score -1549819 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1549834.625000 Penalty: 4647.134277
	Iteration 31Q: 3 clusters Score -1549835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1549841.125000 Penalty: 4647.134277
	Iteration 32Q: 3 clusters Score -1549841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1549848.625000 Penalty: 4647.134277
	Iteration 33Q: 3 clusters Score -1549849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1549854.125000 Penalty: 4647.134277
	Iteration 34Q: 3 clusters Score -1549854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1549857.000000 Penalty: 4647.134277
	Iteration 35Q: 3 clusters Score -1549857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1549859.500000 Penalty: 4647.134277
	Iteration 36Q: 3 clusters Score -1549860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1549861.625000 Penalty: 4647.134277
	Iteration 37Q: 3 clusters Score -1549862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1549862.625000 Penalty: 4647.134277
	Iteration 38Q: 3 clusters Score -1549863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1549860.250000 Penalty: 4647.134277
	Iteration 39Q: 3 clusters Score -1549860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1549862.625000 Penalty: 4647.134277
	Iteration 40F: 3 clusters Score -1549863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1549860.500000 Penalty: 4647.134277
	Iteration 41Q: 3 clusters Score -1549860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1549863.250000 Penalty: 4647.134277
	Iteration 42Q: 3 clusters Score -1549863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1549863.250000 Penalty: 4647.134277
	Iteration 43F: 3 clusters Score -1549863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Entering Unmasked Estep 
Score: -186027.312500 Penalty: 1830.458008
	Iteration 0F: 2 clusters Score -186027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -183691.921875 Penalty: 3660.916016
	Iteration 0F: 3 clusters Score -183691.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -184088.984375 Penalty: 3660.916016
	Iteration 1F: 3 clusters Score -184089 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -184278.109375 Penalty: 3660.916016
	Iteration 2F: 3 clusters Score -184278.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -184410.109375 Penalty: 3660.916016
	Iteration 3F: 3 clusters Score -184410.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -184530.000000 Penalty: 3660.916016
	Iteration 4Q: 3 clusters Score -184530 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -184622.156250 Penalty: 3660.916016
	Iteration 5Q: 3 clusters Score -184622.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -184687.140625 Penalty: 3660.916016
	Iteration 6Q: 3 clusters Score -184687.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -184730.593750 Penalty: 3660.916016
	Iteration 7Q: 3 clusters Score -184730.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -184766.671875 Penalty: 3660.916016
	Iteration 8Q: 3 clusters Score -184766.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -184795.250000 Penalty: 3660.916016
	Iteration 9Q: 3 clusters Score -184795.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -184821.750000 Penalty: 3660.916016
	Iteration 10Q: 3 clusters Score -184821.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -184852.562500 Penalty: 3660.916016
	Iteration 11Q: 3 clusters Score -184852.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -184884.609375 Penalty: 3660.916016
	Iteration 12Q: 3 clusters Score -184884.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -184908.234375 Penalty: 3660.916016
	Iteration 13Q: 3 clusters Score -184908.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -184931.312500 Penalty: 3660.916016
	Iteration 14Q: 3 clusters Score -184931.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -184942.906250 Penalty: 3660.916016
	Iteration 15Q: 3 clusters Score -184942.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -184949.796875 Penalty: 3660.916016
	Iteration 16Q: 3 clusters Score -184949.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -184954.078125 Penalty: 3660.916016
	Iteration 17Q: 3 clusters Score -184954.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -184958.812500 Penalty: 3660.916016
	Iteration 18Q: 3 clusters Score -184958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -184959.437500 Penalty: 3660.916016
	Iteration 19Q: 3 clusters Score -184959.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -184959.437500 Penalty: 3660.916016
	Iteration 20F: 3 clusters Score -184959.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Entering Unmasked Estep 
Score: -1782284.750000 Penalty: 2360.912598
	Iteration 0F: 2 clusters Score -1782285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1772330.875000 Penalty: 4721.825195
	Iteration 0F: 3 clusters Score -1772331 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1775499.250000 Penalty: 4721.825195
	Iteration 1F: 3 clusters Score -1775499 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1775979.250000 Penalty: 4721.825195
	Iteration 2F: 3 clusters Score -1775979 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1776511.750000 Penalty: 4721.825195
	Iteration 3F: 3 clusters Score -1776512 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1777096.625000 Penalty: 4721.825195
	Iteration 4F: 3 clusters Score -1777097 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1777698.625000 Penalty: 4721.825195
	Iteration 5F: 3 clusters Score -1777699 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1778253.375000 Penalty: 4721.825195
	Iteration 6F: 3 clusters Score -1778253 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1778805.125000 Penalty: 4721.825195
	Iteration 7F: 3 clusters Score -1778805 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1779466.625000 Penalty: 4721.825195
	Iteration 8F: 3 clusters Score -1779467 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1780322.875000 Penalty: 4721.825195
	Iteration 9F: 3 clusters Score -1780323 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1781257.250000 Penalty: 4721.825195
	Iteration 10F: 3 clusters Score -1781257 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1781978.000000 Penalty: 4721.825195
	Iteration 11Q: 3 clusters Score -1781978 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1782406.750000 Penalty: 4721.825195
	Iteration 12Q: 3 clusters Score -1782407 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1782621.625000 Penalty: 4721.825195
	Iteration 13Q: 3 clusters Score -1782622 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1782696.125000 Penalty: 4721.825195
	Iteration 14Q: 3 clusters Score -1782696 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1782721.500000 Penalty: 4721.825195
	Iteration 15Q: 3 clusters Score -1782722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1782730.625000 Penalty: 4721.825195
	Iteration 16Q: 3 clusters Score -1782731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1782735.125000 Penalty: 4721.825195
	Iteration 17Q: 3 clusters Score -1782735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1782737.375000 Penalty: 4721.825195
	Iteration 18Q: 3 clusters Score -1782737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1782742.125000 Penalty: 4721.825195
	Iteration 19Q: 3 clusters Score -1782742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1782744.000000 Penalty: 4721.825195
	Iteration 20F: 3 clusters Score -1782744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1782745.000000 Penalty: 4721.825195
	Iteration 21Q: 3 clusters Score -1782745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1782746.250000 Penalty: 4721.825195
	Iteration 22Q: 3 clusters Score -1782746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1782743.125000 Penalty: 4721.825195
	Iteration 23Q: 3 clusters Score -1782743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1782742.875000 Penalty: 4721.825195
	Iteration 24Q: 3 clusters Score -1782743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1782742.875000 Penalty: 4721.825195
	Iteration 25F: 3 clusters Score -1782743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15451 members 
Mstep: Class 4 contains 36469 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 211644 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11722 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 12 contains 8206 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 26594 members 
Mstep: Class 15 contains 34060 members 
Mstep: Class 16 contains 6249 members 
Mstep: Class 17 contains 61205 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12761 members 
Mstep: Class 20 contains 41623 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20305 members 
Mstep: Class 24 contains 193184 members 
Mstep: Class 25 contains 6623 members 
Entering Unmasked Estep 
Score: -90821096.000000 Penalty: 83590.781250
Splitting cluster 11 changes total score from -90821744.000000 to -90821096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (8206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Entering Unmasked Estep 
Score: -1073992.125000 Penalty: 2235.129883
	Iteration 0F: 2 clusters Score -1073992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1067414.875000 Penalty: 4470.259766
	Iteration 0F: 3 clusters Score -1067415 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1069193.000000 Penalty: 4470.259766
	Iteration 1F: 3 clusters Score -1069193 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1069416.750000 Penalty: 4470.259766
	Iteration 2F: 3 clusters Score -1069417 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1069548.500000 Penalty: 4470.259766
	Iteration 3Q: 3 clusters Score -1069548 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1069651.250000 Penalty: 4470.259766
	Iteration 4Q: 3 clusters Score -1069651 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1069733.875000 Penalty: 4470.259766
	Iteration 5Q: 3 clusters Score -1069734 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1069795.125000 Penalty: 4470.259766
	Iteration 6Q: 3 clusters Score -1069795 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1069845.875000 Penalty: 4470.259766
	Iteration 7Q: 3 clusters Score -1069846 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1069895.000000 Penalty: 4470.259766
	Iteration 8Q: 3 clusters Score -1069895 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1069946.125000 Penalty: 4470.259766
	Iteration 9Q: 3 clusters Score -1069946 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1069993.250000 Penalty: 4470.259766
	Iteration 10Q: 3 clusters Score -1069993 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1070050.250000 Penalty: 4470.259766
	Iteration 11Q: 3 clusters Score -1070050 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1070113.875000 Penalty: 4470.259766
	Iteration 12Q: 3 clusters Score -1070114 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1070185.375000 Penalty: 4470.259766
	Iteration 13Q: 3 clusters Score -1070185 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1070256.500000 Penalty: 4470.259766
	Iteration 14Q: 3 clusters Score -1070256 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1070334.875000 Penalty: 4470.259766
	Iteration 15Q: 3 clusters Score -1070335 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1070426.125000 Penalty: 4470.259766
	Iteration 16Q: 3 clusters Score -1070426 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1070539.500000 Penalty: 4470.259766
	Iteration 17Q: 3 clusters Score -1070540 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1070660.250000 Penalty: 4470.259766
	Iteration 18Q: 3 clusters Score -1070660 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1070792.125000 Penalty: 4470.259766
	Iteration 19Q: 3 clusters Score -1070792 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1070950.125000 Penalty: 4470.259766
	Iteration 20F: 3 clusters Score -1070950 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1071121.500000 Penalty: 4470.259766
	Iteration 21Q: 3 clusters Score -1071122 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1071291.375000 Penalty: 4470.259766
	Iteration 22Q: 3 clusters Score -1071291 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1071466.500000 Penalty: 4470.259766
	Iteration 23Q: 3 clusters Score -1071466 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1071620.000000 Penalty: 4470.259766
	Iteration 24Q: 3 clusters Score -1071620 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1071724.250000 Penalty: 4470.259766
	Iteration 25Q: 3 clusters Score -1071724 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1071791.875000 Penalty: 4470.259766
	Iteration 26Q: 3 clusters Score -1071792 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1071848.500000 Penalty: 4470.259766
	Iteration 27Q: 3 clusters Score -1071848 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1071905.000000 Penalty: 4470.259766
	Iteration 28Q: 3 clusters Score -1071905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1071937.375000 Penalty: 4470.259766
	Iteration 29Q: 3 clusters Score -1071937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1071966.750000 Penalty: 4470.259766
	Iteration 30Q: 3 clusters Score -1071967 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1072000.750000 Penalty: 4470.259766
	Iteration 31Q: 3 clusters Score -1072001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1072017.250000 Penalty: 4470.259766
	Iteration 32Q: 3 clusters Score -1072017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1072028.250000 Penalty: 4470.259766
	Iteration 33Q: 3 clusters Score -1072028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1072041.125000 Penalty: 4470.259766
	Iteration 34Q: 3 clusters Score -1072041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1072048.625000 Penalty: 4470.259766
	Iteration 35Q: 3 clusters Score -1072049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1072059.750000 Penalty: 4470.259766
	Iteration 36Q: 3 clusters Score -1072060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1072063.500000 Penalty: 4470.259766
	Iteration 37Q: 3 clusters Score -1072064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1072069.500000 Penalty: 4470.259766
	Iteration 38Q: 3 clusters Score -1072070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1072076.000000 Penalty: 4470.259766
	Iteration 39Q: 3 clusters Score -1072076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1072077.125000 Penalty: 4470.259766
	Iteration 40F: 3 clusters Score -1072077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1072078.750000 Penalty: 4470.259766
	Iteration 41Q: 3 clusters Score -1072079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1072081.125000 Penalty: 4470.259766
	Iteration 42Q: 3 clusters Score -1072081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1072081.125000 Penalty: 4470.259766
	Iteration 43Q: 3 clusters Score -1072081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1072084.000000 Penalty: 4470.259766
	Iteration 44Q: 3 clusters Score -1072084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1072084.000000 Penalty: 4470.259766
	Iteration 45F: 3 clusters Score -1072084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Entering Unmasked Estep 
Score: -861721.687500 Penalty: 2191.096191
	Iteration 0F: 2 clusters Score -861721.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -856008.562500 Penalty: 4382.192383
	Iteration 0F: 3 clusters Score -856008.6 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -857496.187500 Penalty: 4382.192383
	Iteration 1F: 3 clusters Score -857496.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -857843.562500 Penalty: 4382.192383
	Iteration 2F: 3 clusters Score -857843.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -858289.625000 Penalty: 4382.192383
	Iteration 3F: 3 clusters Score -858289.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -858736.062500 Penalty: 4382.192383
	Iteration 4F: 3 clusters Score -858736.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -859103.437500 Penalty: 4382.192383
	Iteration 5F: 3 clusters Score -859103.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -859422.312500 Penalty: 4382.192383
	Iteration 6F: 3 clusters Score -859422.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -859703.500000 Penalty: 4382.192383
	Iteration 7F: 3 clusters Score -859703.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -859910.250000 Penalty: 4382.192383
	Iteration 8Q: 3 clusters Score -859910.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -860076.500000 Penalty: 4382.192383
	Iteration 9Q: 3 clusters Score -860076.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -860211.437500 Penalty: 4382.192383
	Iteration 10Q: 3 clusters Score -860211.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -860286.937500 Penalty: 4382.192383
	Iteration 11Q: 3 clusters Score -860286.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -860335.437500 Penalty: 4382.192383
	Iteration 12Q: 3 clusters Score -860335.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -860374.437500 Penalty: 4382.192383
	Iteration 13Q: 3 clusters Score -860374.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -860401.437500 Penalty: 4382.192383
	Iteration 14Q: 3 clusters Score -860401.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -860429.250000 Penalty: 4382.192383
	Iteration 15Q: 3 clusters Score -860429.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -860449.125000 Penalty: 4382.192383
	Iteration 16Q: 3 clusters Score -860449.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -860458.187500 Penalty: 4382.192383
	Iteration 17Q: 3 clusters Score -860458.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -860467.375000 Penalty: 4382.192383
	Iteration 18Q: 3 clusters Score -860467.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -860476.437500 Penalty: 4382.192383
	Iteration 19Q: 3 clusters Score -860476.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -860488.437500 Penalty: 4382.192383
	Iteration 20F: 3 clusters Score -860488.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -860492.437500 Penalty: 4382.192383
	Iteration 21Q: 3 clusters Score -860492.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -860503.312500 Penalty: 4382.192383
	Iteration 22Q: 3 clusters Score -860503.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -860512.312500 Penalty: 4382.192383
	Iteration 23Q: 3 clusters Score -860512.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -860517.625000 Penalty: 4382.192383
	Iteration 24Q: 3 clusters Score -860517.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -860521.187500 Penalty: 4382.192383
	Iteration 25Q: 3 clusters Score -860521.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -860523.750000 Penalty: 4382.192383
	Iteration 26Q: 3 clusters Score -860523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -860525.500000 Penalty: 4382.192383
	Iteration 27Q: 3 clusters Score -860525.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -860529.000000 Penalty: 4382.192383
	Iteration 28Q: 3 clusters Score -860529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -860531.625000 Penalty: 4382.192383
	Iteration 29Q: 3 clusters Score -860531.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -860533.000000 Penalty: 4382.192383
	Iteration 30Q: 3 clusters Score -860533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -860533.812500 Penalty: 4382.192383
	Iteration 31Q: 3 clusters Score -860533.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -860533.812500 Penalty: 4382.192383
	Iteration 32F: 3 clusters Score -860533.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Entering Unmasked Estep 
Score: -3197139.500000 Penalty: 2526.733398
	Iteration 0F: 2 clusters Score -3197140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3178696.250000 Penalty: 5053.466797
	Iteration 0F: 3 clusters Score -3178696 nChanged 11939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3185101.250000 Penalty: 5053.466797
	Iteration 1F: 3 clusters Score -3185101 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -3185628.750000 Penalty: 5053.466797
	Iteration 2F: 3 clusters Score -3185629 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3186228.500000 Penalty: 5053.466797
	Iteration 3F: 3 clusters Score -3186228 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3186880.000000 Penalty: 5053.466797
	Iteration 4F: 3 clusters Score -3186880 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3187680.250000 Penalty: 5053.466797
	Iteration 5F: 3 clusters Score -3187680 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3188617.250000 Penalty: 5053.466797
	Iteration 6F: 3 clusters Score -3188617 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3189626.000000 Penalty: 5053.466797
	Iteration 7F: 3 clusters Score -3189626 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3190550.500000 Penalty: 5053.466797
	Iteration 8F: 3 clusters Score -3190550 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -3191308.500000 Penalty: 5053.466797
	Iteration 9F: 3 clusters Score -3191308 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -3191825.000000 Penalty: 5053.466797
	Iteration 10Q: 3 clusters Score -3191825 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3192277.000000 Penalty: 5053.466797
	Iteration 11Q: 3 clusters Score -3192277 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -3192660.500000 Penalty: 5053.466797
	Iteration 12Q: 3 clusters Score -3192660 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3192963.500000 Penalty: 5053.466797
	Iteration 13Q: 3 clusters Score -3192964 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -3193187.500000 Penalty: 5053.466797
	Iteration 14Q: 3 clusters Score -3193188 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -3193339.500000 Penalty: 5053.466797
	Iteration 15Q: 3 clusters Score -3193340 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3193497.750000 Penalty: 5053.466797
	Iteration 16Q: 3 clusters Score -3193498 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3193630.500000 Penalty: 5053.466797
	Iteration 17Q: 3 clusters Score -3193630 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -3193712.000000 Penalty: 5053.466797
	Iteration 18Q: 3 clusters Score -3193712 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -3193784.750000 Penalty: 5053.466797
	Iteration 19Q: 3 clusters Score -3193785 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -3193875.250000 Penalty: 5053.466797
	Iteration 20F: 3 clusters Score -3193875 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -3193956.500000 Penalty: 5053.466797
	Iteration 21Q: 3 clusters Score -3193956 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -3194039.250000 Penalty: 5053.466797
	Iteration 22Q: 3 clusters Score -3194039 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3194145.500000 Penalty: 5053.466797
	Iteration 23Q: 3 clusters Score -3194146 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3194279.250000 Penalty: 5053.466797
	Iteration 24Q: 3 clusters Score -3194279 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -3194407.500000 Penalty: 5053.466797
	Iteration 25Q: 3 clusters Score -3194408 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3194537.250000 Penalty: 5053.466797
	Iteration 26Q: 3 clusters Score -3194537 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -3194660.250000 Penalty: 5053.466797
	Iteration 27Q: 3 clusters Score -3194660 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -3194772.750000 Penalty: 5053.466797
	Iteration 28Q: 3 clusters Score -3194773 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3194857.250000 Penalty: 5053.466797
	Iteration 29Q: 3 clusters Score -3194857 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3194923.250000 Penalty: 5053.466797
	Iteration 30Q: 3 clusters Score -3194923 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -3195011.750000 Penalty: 5053.466797
	Iteration 31Q: 3 clusters Score -3195012 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -3195084.250000 Penalty: 5053.466797
	Iteration 32Q: 3 clusters Score -3195084 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -3195140.500000 Penalty: 5053.466797
	Iteration 33Q: 3 clusters Score -3195140 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -3195196.000000 Penalty: 5053.466797
	Iteration 34Q: 3 clusters Score -3195196 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -3195242.000000 Penalty: 5053.466797
	Iteration 35Q: 3 clusters Score -3195242 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -3195249.500000 Penalty: 5053.466797
	Iteration 36Q: 3 clusters Score -3195250 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3195277.000000 Penalty: 5053.466797
	Iteration 37Q: 3 clusters Score -3195277 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -3195286.500000 Penalty: 5053.466797
	Iteration 38Q: 3 clusters Score -3195286 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -3195305.000000 Penalty: 5053.466797
	Iteration 39Q: 3 clusters Score -3195305 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -3195331.000000 Penalty: 5053.466797
	Iteration 40F: 3 clusters Score -3195331 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -3195333.000000 Penalty: 5053.466797
	Iteration 41Q: 3 clusters Score -3195333 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -3195350.750000 Penalty: 5053.466797
	Iteration 42Q: 3 clusters Score -3195351 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3195356.250000 Penalty: 5053.466797
	Iteration 43Q: 3 clusters Score -3195356 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -3195373.000000 Penalty: 5053.466797
	Iteration 44Q: 3 clusters Score -3195373 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -3195380.250000 Penalty: 5053.466797
	Iteration 45Q: 3 clusters Score -3195380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -3195385.250000 Penalty: 5053.466797
	Iteration 46Q: 3 clusters Score -3195385 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -3195398.250000 Penalty: 5053.466797
	Iteration 47Q: 3 clusters Score -3195398 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3195406.000000 Penalty: 5053.466797
	Iteration 48Q: 3 clusters Score -3195406 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3195421.750000 Penalty: 5053.466797
	Iteration 49Q: 3 clusters Score -3195422 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -3195440.250000 Penalty: 5053.466797
	Iteration 50Q: 3 clusters Score -3195440 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -3195458.000000 Penalty: 5053.466797
	Iteration 51Q: 3 clusters Score -3195458 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3195476.000000 Penalty: 5053.466797
	Iteration 52Q: 3 clusters Score -3195476 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -3195488.000000 Penalty: 5053.466797
	Iteration 53Q: 3 clusters Score -3195488 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3195499.000000 Penalty: 5053.466797
	Iteration 54Q: 3 clusters Score -3195499 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -3195498.750000 Penalty: 5053.466797
	Iteration 55Q: 3 clusters Score -3195499 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3195508.250000 Penalty: 5053.466797
	Iteration 56Q: 3 clusters Score -3195508 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3195528.250000 Penalty: 5053.466797
	Iteration 57Q: 3 clusters Score -3195528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -3195545.000000 Penalty: 5053.466797
	Iteration 58Q: 3 clusters Score -3195545 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3195556.250000 Penalty: 5053.466797
	Iteration 59Q: 3 clusters Score -3195556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -3195563.500000 Penalty: 5053.466797
	Iteration 60F: 3 clusters Score -3195564 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -3195571.250000 Penalty: 5053.466797
	Iteration 61Q: 3 clusters Score -3195571 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3195592.750000 Penalty: 5053.466797
	Iteration 62Q: 3 clusters Score -3195593 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -3195596.250000 Penalty: 5053.466797
	Iteration 63Q: 3 clusters Score -3195596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3195608.250000 Penalty: 5053.466797
	Iteration 64Q: 3 clusters Score -3195608 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -3195620.500000 Penalty: 5053.466797
	Iteration 65Q: 3 clusters Score -3195620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -3195622.250000 Penalty: 5053.466797
	Iteration 66Q: 3 clusters Score -3195622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3195632.250000 Penalty: 5053.466797
	Iteration 67Q: 3 clusters Score -3195632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3195643.000000 Penalty: 5053.466797
	Iteration 68Q: 3 clusters Score -3195643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3195645.250000 Penalty: 5053.466797
	Iteration 69Q: 3 clusters Score -3195645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3195654.750000 Penalty: 5053.466797
	Iteration 70Q: 3 clusters Score -3195655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -3195672.250000 Penalty: 5053.466797
	Iteration 71Q: 3 clusters Score -3195672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -3195669.250000 Penalty: 5053.466797
	Iteration 72Q: 3 clusters Score -3195669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -3195673.000000 Penalty: 5053.466797
	Iteration 73Q: 3 clusters Score -3195673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -3195670.750000 Penalty: 5053.466797
	Iteration 74Q: 3 clusters Score -3195671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -3195678.750000 Penalty: 5053.466797
	Iteration 75Q: 3 clusters Score -3195679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3195675.000000 Penalty: 5053.466797
	Iteration 76Q: 3 clusters Score -3195675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -3195674.500000 Penalty: 5053.466797
	Iteration 77Q: 3 clusters Score -3195674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3195689.250000 Penalty: 5053.466797
	Iteration 78Q: 3 clusters Score -3195689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -3195691.000000 Penalty: 5053.466797
	Iteration 79Q: 3 clusters Score -3195691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -3195694.750000 Penalty: 5053.466797
	Iteration 80F: 3 clusters Score -3195695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3195696.750000 Penalty: 5053.466797
	Iteration 81Q: 3 clusters Score -3195697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -3195696.250000 Penalty: 5053.466797
	Iteration 82Q: 3 clusters Score -3195696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3195698.250000 Penalty: 5053.466797
	Iteration 83Q: 3 clusters Score -3195698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3195692.000000 Penalty: 5053.466797
	Iteration 84Q: 3 clusters Score -3195692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -3195691.250000 Penalty: 5053.466797
	Iteration 85Q: 3 clusters Score -3195691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -3195691.250000 Penalty: 5053.466797
	Iteration 86Q: 3 clusters Score -3195691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -3195692.500000 Penalty: 5053.466797
	Iteration 87Q: 3 clusters Score -3195692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3195696.000000 Penalty: 5053.466797
	Iteration 88Q: 3 clusters Score -3195696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3195695.250000 Penalty: 5053.466797
	Iteration 89Q: 3 clusters Score -3195695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3195699.000000 Penalty: 5053.466797
	Iteration 90Q: 3 clusters Score -3195699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3195699.000000 Penalty: 5053.466797
	Iteration 91F: 3 clusters Score -3195699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Entering Unmasked Estep 
Score: -4255875.500000 Penalty: 2588.097900
	Iteration 0F: 2 clusters Score -4255876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -4232686.000000 Penalty: 5176.195801
	Iteration 0F: 3 clusters Score -4232686 nChanged 15497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -4241234.500000 Penalty: 5176.195801
	Iteration 1F: 3 clusters Score -4241234 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -4241921.000000 Penalty: 5176.195801
	Iteration 2F: 3 clusters Score -4241921 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -4242661.500000 Penalty: 5176.195801
	Iteration 3Q: 3 clusters Score -4242662 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -4243650.000000 Penalty: 5176.195801
	Iteration 4F: 3 clusters Score -4243650 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -4244777.500000 Penalty: 5176.195801
	Iteration 5F: 3 clusters Score -4244778 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -4245963.000000 Penalty: 5176.195801
	Iteration 6F: 3 clusters Score -4245963 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -4247079.500000 Penalty: 5176.195801
	Iteration 7F: 3 clusters Score -4247080 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -4247967.000000 Penalty: 5176.195801
	Iteration 8F: 3 clusters Score -4247967 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -4248691.500000 Penalty: 5176.195801
	Iteration 9Q: 3 clusters Score -4248692 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -4249272.500000 Penalty: 5176.195801
	Iteration 10Q: 3 clusters Score -4249272 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -4249815.000000 Penalty: 5176.195801
	Iteration 11Q: 3 clusters Score -4249815 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -4250401.000000 Penalty: 5176.195801
	Iteration 12Q: 3 clusters Score -4250401 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -4251074.000000 Penalty: 5176.195801
	Iteration 13Q: 3 clusters Score -4251074 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -4251923.500000 Penalty: 5176.195801
	Iteration 14Q: 3 clusters Score -4251924 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -4252944.500000 Penalty: 5176.195801
	Iteration 15Q: 3 clusters Score -4252944 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -4253878.000000 Penalty: 5176.195801
	Iteration 16Q: 3 clusters Score -4253878 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -4254581.500000 Penalty: 5176.195801
	Iteration 17Q: 3 clusters Score -4254582 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -4255047.000000 Penalty: 5176.195801
	Iteration 18Q: 3 clusters Score -4255047 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -4255332.000000 Penalty: 5176.195801
	Iteration 19Q: 3 clusters Score -4255332 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -4255514.500000 Penalty: 5176.195801
	Iteration 20F: 3 clusters Score -4255514 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -4255612.000000 Penalty: 5176.195801
	Iteration 21Q: 3 clusters Score -4255612 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -4255670.000000 Penalty: 5176.195801
	Iteration 22Q: 3 clusters Score -4255670 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -4255715.000000 Penalty: 5176.195801
	Iteration 23Q: 3 clusters Score -4255715 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -4255736.000000 Penalty: 5176.195801
	Iteration 24Q: 3 clusters Score -4255736 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -4255769.500000 Penalty: 5176.195801
	Iteration 25Q: 3 clusters Score -4255770 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -4255795.000000 Penalty: 5176.195801
	Iteration 26Q: 3 clusters Score -4255795 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -4255790.000000 Penalty: 5176.195801
	Iteration 27Q: 3 clusters Score -4255790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -4255800.500000 Penalty: 5176.195801
	Iteration 28Q: 3 clusters Score -4255800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -4255797.500000 Penalty: 5176.195801
	Iteration 29Q: 3 clusters Score -4255798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -4255807.000000 Penalty: 5176.195801
	Iteration 30Q: 3 clusters Score -4255807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -4255798.500000 Penalty: 5176.195801
	Iteration 31Q: 3 clusters Score -4255798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -4255801.500000 Penalty: 5176.195801
	Iteration 32Q: 3 clusters Score -4255802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -4255800.500000 Penalty: 5176.195801
	Iteration 33Q: 3 clusters Score -4255800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -4255792.000000 Penalty: 5176.195801
	Iteration 34Q: 3 clusters Score -4255792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -4255794.500000 Penalty: 5176.195801
	Iteration 35Q: 3 clusters Score -4255794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -4255803.000000 Penalty: 5176.195801
	Iteration 36Q: 3 clusters Score -4255803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -4255797.500000 Penalty: 5176.195801
	Iteration 37Q: 3 clusters Score -4255798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -4255795.500000 Penalty: 5176.195801
	Iteration 38Q: 3 clusters Score -4255796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -4255802.500000 Penalty: 5176.195801
	Iteration 39Q: 3 clusters Score -4255802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -4255796.500000 Penalty: 5176.195801
	Iteration 40F: 3 clusters Score -4255796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -4255799.500000 Penalty: 5176.195801
	Iteration 41Q: 3 clusters Score -4255800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -4255799.000000 Penalty: 5176.195801
	Iteration 42Q: 3 clusters Score -4255799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -4255796.000000 Penalty: 5176.195801
	Iteration 43Q: 3 clusters Score -4255796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -4255795.000000 Penalty: 5176.195801
	Iteration 44Q: 3 clusters Score -4255795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -4255796.500000 Penalty: 5176.195801
	Iteration 45Q: 3 clusters Score -4255796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -4255796.500000 Penalty: 5176.195801
	Iteration 46F: 3 clusters Score -4255796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Entering Unmasked Estep 
Score: -830463.000000 Penalty: 2167.563965
	Iteration 0F: 2 clusters Score -830463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -825219.375000 Penalty: 4335.127930
	Iteration 0F: 3 clusters Score -825219.4 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -826476.812500 Penalty: 4335.127930
	Iteration 1F: 3 clusters Score -826476.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -826710.937500 Penalty: 4335.127930
	Iteration 2F: 3 clusters Score -826710.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -826848.250000 Penalty: 4335.127930
	Iteration 3Q: 3 clusters Score -826848.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -826957.562500 Penalty: 4335.127930
	Iteration 4Q: 3 clusters Score -826957.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -827033.375000 Penalty: 4335.127930
	Iteration 5Q: 3 clusters Score -827033.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -827082.625000 Penalty: 4335.127930
	Iteration 6Q: 3 clusters Score -827082.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -827123.750000 Penalty: 4335.127930
	Iteration 7Q: 3 clusters Score -827123.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -827162.312500 Penalty: 4335.127930
	Iteration 8Q: 3 clusters Score -827162.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -827200.437500 Penalty: 4335.127930
	Iteration 9Q: 3 clusters Score -827200.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -827243.500000 Penalty: 4335.127930
	Iteration 10Q: 3 clusters Score -827243.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -827286.625000 Penalty: 4335.127930
	Iteration 11Q: 3 clusters Score -827286.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -827336.000000 Penalty: 4335.127930
	Iteration 12Q: 3 clusters Score -827336 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -827385.312500 Penalty: 4335.127930
	Iteration 13Q: 3 clusters Score -827385.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -827429.812500 Penalty: 4335.127930
	Iteration 14Q: 3 clusters Score -827429.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -827475.375000 Penalty: 4335.127930
	Iteration 15Q: 3 clusters Score -827475.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -827511.937500 Penalty: 4335.127930
	Iteration 16Q: 3 clusters Score -827511.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -827564.812500 Penalty: 4335.127930
	Iteration 17Q: 3 clusters Score -827564.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -827619.375000 Penalty: 4335.127930
	Iteration 18Q: 3 clusters Score -827619.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -827668.187500 Penalty: 4335.127930
	Iteration 19Q: 3 clusters Score -827668.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -827730.062500 Penalty: 4335.127930
	Iteration 20F: 3 clusters Score -827730.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -827797.875000 Penalty: 4335.127930
	Iteration 21Q: 3 clusters Score -827797.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -827868.937500 Penalty: 4335.127930
	Iteration 22Q: 3 clusters Score -827868.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -827940.125000 Penalty: 4335.127930
	Iteration 23Q: 3 clusters Score -827940.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -828006.437500 Penalty: 4335.127930
	Iteration 24Q: 3 clusters Score -828006.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -828077.937500 Penalty: 4335.127930
	Iteration 25Q: 3 clusters Score -828077.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -828142.687500 Penalty: 4335.127930
	Iteration 26Q: 3 clusters Score -828142.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -828196.562500 Penalty: 4335.127930
	Iteration 27Q: 3 clusters Score -828196.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -828236.937500 Penalty: 4335.127930
	Iteration 28Q: 3 clusters Score -828236.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -828274.000000 Penalty: 4335.127930
	Iteration 29Q: 3 clusters Score -828274 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -828299.312500 Penalty: 4335.127930
	Iteration 30Q: 3 clusters Score -828299.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -828315.375000 Penalty: 4335.127930
	Iteration 31Q: 3 clusters Score -828315.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -828327.062500 Penalty: 4335.127930
	Iteration 32Q: 3 clusters Score -828327.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -828336.937500 Penalty: 4335.127930
	Iteration 33Q: 3 clusters Score -828336.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -828343.375000 Penalty: 4335.127930
	Iteration 34Q: 3 clusters Score -828343.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -828352.750000 Penalty: 4335.127930
	Iteration 35Q: 3 clusters Score -828352.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -828359.500000 Penalty: 4335.127930
	Iteration 36Q: 3 clusters Score -828359.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -828366.562500 Penalty: 4335.127930
	Iteration 37Q: 3 clusters Score -828366.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -828381.562500 Penalty: 4335.127930
	Iteration 38Q: 3 clusters Score -828381.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -828397.812500 Penalty: 4335.127930
	Iteration 39Q: 3 clusters Score -828397.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -828402.812500 Penalty: 4335.127930
	Iteration 40F: 3 clusters Score -828402.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -828413.625000 Penalty: 4335.127930
	Iteration 41Q: 3 clusters Score -828413.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -828420.000000 Penalty: 4335.127930
	Iteration 42Q: 3 clusters Score -828420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -828431.000000 Penalty: 4335.127930
	Iteration 43Q: 3 clusters Score -828431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -828434.062500 Penalty: 4335.127930
	Iteration 44Q: 3 clusters Score -828434.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -828437.750000 Penalty: 4335.127930
	Iteration 45Q: 3 clusters Score -828437.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -828444.062500 Penalty: 4335.127930
	Iteration 46Q: 3 clusters Score -828444.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -828446.625000 Penalty: 4335.127930
	Iteration 47Q: 3 clusters Score -828446.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -828453.062500 Penalty: 4335.127930
	Iteration 48Q: 3 clusters Score -828453.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -828460.125000 Penalty: 4335.127930
	Iteration 49Q: 3 clusters Score -828460.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -828466.687500 Penalty: 4335.127930
	Iteration 50Q: 3 clusters Score -828466.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -828473.187500 Penalty: 4335.127930
	Iteration 51Q: 3 clusters Score -828473.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -828475.687500 Penalty: 4335.127930
	Iteration 52Q: 3 clusters Score -828475.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -828476.937500 Penalty: 4335.127930
	Iteration 53Q: 3 clusters Score -828476.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -828478.187500 Penalty: 4335.127930
	Iteration 54Q: 3 clusters Score -828478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -828480.812500 Penalty: 4335.127930
	Iteration 55Q: 3 clusters Score -828480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -828480.812500 Penalty: 4335.127930
	Iteration 56F: 3 clusters Score -828480.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61205 members 
Entering Unmasked Estep 
Score: -7830939.000000 Penalty: 2733.452148
	Iteration 0F: 2 clusters Score -7830939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -7789929.000000 Penalty: 5466.904297
	Iteration 0F: 3 clusters Score -7789929 nChanged 28406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -7805696.000000 Penalty: 5466.904297
	Iteration 1F: 3 clusters Score -7805696 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -7806193.500000 Penalty: 5466.904297
	Iteration 2Q: 3 clusters Score -7806194 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -7806641.000000 Penalty: 5466.904297
	Iteration 3Q: 3 clusters Score -7806641 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -7807066.000000 Penalty: 5466.904297
	Iteration 4Q: 3 clusters Score -7807066 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -7807480.500000 Penalty: 5466.904297
	Iteration 5Q: 3 clusters Score -7807480 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -7807845.500000 Penalty: 5466.904297
	Iteration 6Q: 3 clusters Score -7807846 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -7808277.500000 Penalty: 5466.904297
	Iteration 7Q: 3 clusters Score -7808278 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -7808790.500000 Penalty: 5466.904297
	Iteration 8Q: 3 clusters Score -7808790 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -7809358.000000 Penalty: 5466.904297
	Iteration 9Q: 3 clusters Score -7809358 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -7810007.500000 Penalty: 5466.904297
	Iteration 10Q: 3 clusters Score -7810008 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -7811035.500000 Penalty: 5466.904297
	Iteration 11Q: 3 clusters Score -7811036 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -7812617.000000 Penalty: 5466.904297
	Iteration 12Q: 3 clusters Score -7812617 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -7814695.500000 Penalty: 5466.904297
	Iteration 13Q: 3 clusters Score -7814696 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -7816787.500000 Penalty: 5466.904297
	Iteration 14F: 3 clusters Score -7816788 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -7818390.000000 Penalty: 5466.904297
	Iteration 15Q: 3 clusters Score -7818390 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -7819211.500000 Penalty: 5466.904297
	Iteration 16Q: 3 clusters Score -7819212 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -7819666.000000 Penalty: 5466.904297
	Iteration 17Q: 3 clusters Score -7819666 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -7820053.500000 Penalty: 5466.904297
	Iteration 18Q: 3 clusters Score -7820054 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -7820433.000000 Penalty: 5466.904297
	Iteration 19Q: 3 clusters Score -7820433 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -7820829.500000 Penalty: 5466.904297
	Iteration 20F: 3 clusters Score -7820830 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -7821239.500000 Penalty: 5466.904297
	Iteration 21Q: 3 clusters Score -7821240 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -7821647.000000 Penalty: 5466.904297
	Iteration 22Q: 3 clusters Score -7821647 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -7822107.500000 Penalty: 5466.904297
	Iteration 23Q: 3 clusters Score -7822108 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -7822478.500000 Penalty: 5466.904297
	Iteration 24Q: 3 clusters Score -7822478 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -7822861.500000 Penalty: 5466.904297
	Iteration 25Q: 3 clusters Score -7822862 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -7823250.000000 Penalty: 5466.904297
	Iteration 26Q: 3 clusters Score -7823250 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -7823623.000000 Penalty: 5466.904297
	Iteration 27Q: 3 clusters Score -7823623 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52368 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -7823989.000000 Penalty: 5466.904297
	Iteration 28Q: 3 clusters Score -7823989 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -7824336.000000 Penalty: 5466.904297
	Iteration 29Q: 3 clusters Score -7824336 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -7824718.000000 Penalty: 5466.904297
	Iteration 30Q: 3 clusters Score -7824718 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -7825185.000000 Penalty: 5466.904297
	Iteration 31Q: 3 clusters Score -7825185 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -7825599.000000 Penalty: 5466.904297
	Iteration 32Q: 3 clusters Score -7825599 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -7825942.500000 Penalty: 5466.904297
	Iteration 33Q: 3 clusters Score -7825942 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -7826292.500000 Penalty: 5466.904297
	Iteration 34Q: 3 clusters Score -7826292 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -7826667.000000 Penalty: 5466.904297
	Iteration 35Q: 3 clusters Score -7826667 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -7827023.000000 Penalty: 5466.904297
	Iteration 36Q: 3 clusters Score -7827023 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -7827310.000000 Penalty: 5466.904297
	Iteration 37Q: 3 clusters Score -7827310 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -7827580.500000 Penalty: 5466.904297
	Iteration 38Q: 3 clusters Score -7827580 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -7827796.000000 Penalty: 5466.904297
	Iteration 39Q: 3 clusters Score -7827796 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59716 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7827984.000000 Penalty: 5466.904297
	Iteration 40F: 3 clusters Score -7827984 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59945 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7828119.000000 Penalty: 5466.904297
	Iteration 41Q: 3 clusters Score -7828119 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60100 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7828223.000000 Penalty: 5466.904297
	Iteration 42Q: 3 clusters Score -7828223 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7828298.000000 Penalty: 5466.904297
	Iteration 43Q: 3 clusters Score -7828298 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60311 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7828368.500000 Penalty: 5466.904297
	Iteration 44Q: 3 clusters Score -7828368 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7828406.000000 Penalty: 5466.904297
	Iteration 45Q: 3 clusters Score -7828406 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60425 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7828441.000000 Penalty: 5466.904297
	Iteration 46Q: 3 clusters Score -7828441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60456 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7828457.500000 Penalty: 5466.904297
	Iteration 47Q: 3 clusters Score -7828458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7828482.500000 Penalty: 5466.904297
	Iteration 48Q: 3 clusters Score -7828482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60506 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7828489.500000 Penalty: 5466.904297
	Iteration 49Q: 3 clusters Score -7828490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60523 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7828506.000000 Penalty: 5466.904297
	Iteration 50Q: 3 clusters Score -7828506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7828527.500000 Penalty: 5466.904297
	Iteration 51Q: 3 clusters Score -7828528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7828546.500000 Penalty: 5466.904297
	Iteration 52Q: 3 clusters Score -7828546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7828568.500000 Penalty: 5466.904297
	Iteration 53Q: 3 clusters Score -7828568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7828578.500000 Penalty: 5466.904297
	Iteration 54Q: 3 clusters Score -7828578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7828595.500000 Penalty: 5466.904297
	Iteration 55Q: 3 clusters Score -7828596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7828613.500000 Penalty: 5466.904297
	Iteration 56Q: 3 clusters Score -7828614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7828627.000000 Penalty: 5466.904297
	Iteration 57Q: 3 clusters Score -7828627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60655 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7828650.000000 Penalty: 5466.904297
	Iteration 58Q: 3 clusters Score -7828650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7828651.000000 Penalty: 5466.904297
	Iteration 59Q: 3 clusters Score -7828651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7828659.500000 Penalty: 5466.904297
	Iteration 60F: 3 clusters Score -7828660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7828663.500000 Penalty: 5466.904297
	Iteration 61Q: 3 clusters Score -7828664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60680 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7828670.000000 Penalty: 5466.904297
	Iteration 62Q: 3 clusters Score -7828670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7828672.000000 Penalty: 5466.904297
	Iteration 63Q: 3 clusters Score -7828672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7828668.000000 Penalty: 5466.904297
	Iteration 64Q: 3 clusters Score -7828668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7828668.500000 Penalty: 5466.904297
	Iteration 65Q: 3 clusters Score -7828668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60690 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7828669.000000 Penalty: 5466.904297
	Iteration 66Q: 3 clusters Score -7828669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60690 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7828669.000000 Penalty: 5466.904297
	Iteration 67F: 3 clusters Score -7828669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Entering Unmasked Estep 
Score: -296734.937500 Penalty: 1925.018311
	Iteration 0F: 2 clusters Score -296734.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -293931.656250 Penalty: 3850.036621
	Iteration 0F: 3 clusters Score -293931.7 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -294474.968750 Penalty: 3850.036621
	Iteration 1F: 3 clusters Score -294475 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -294644.031250 Penalty: 3850.036621
	Iteration 2F: 3 clusters Score -294644 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -294743.125000 Penalty: 3850.036621
	Iteration 3Q: 3 clusters Score -294743.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -294810.718750 Penalty: 3850.036621
	Iteration 4Q: 3 clusters Score -294810.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -294879.218750 Penalty: 3850.036621
	Iteration 5Q: 3 clusters Score -294879.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -294937.656250 Penalty: 3850.036621
	Iteration 6Q: 3 clusters Score -294937.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -294991.718750 Penalty: 3850.036621
	Iteration 7Q: 3 clusters Score -294991.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -295041.781250 Penalty: 3850.036621
	Iteration 8Q: 3 clusters Score -295041.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -295074.187500 Penalty: 3850.036621
	Iteration 9Q: 3 clusters Score -295074.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -295092.406250 Penalty: 3850.036621
	Iteration 10Q: 3 clusters Score -295092.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -295106.093750 Penalty: 3850.036621
	Iteration 11Q: 3 clusters Score -295106.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -295118.281250 Penalty: 3850.036621
	Iteration 12Q: 3 clusters Score -295118.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -295133.406250 Penalty: 3850.036621
	Iteration 13Q: 3 clusters Score -295133.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -295146.687500 Penalty: 3850.036621
	Iteration 14Q: 3 clusters Score -295146.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -295153.437500 Penalty: 3850.036621
	Iteration 15Q: 3 clusters Score -295153.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -295160.343750 Penalty: 3850.036621
	Iteration 16Q: 3 clusters Score -295160.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -295168.281250 Penalty: 3850.036621
	Iteration 17Q: 3 clusters Score -295168.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -295178.843750 Penalty: 3850.036621
	Iteration 18Q: 3 clusters Score -295178.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -295181.687500 Penalty: 3850.036621
	Iteration 19Q: 3 clusters Score -295181.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -295182.875000 Penalty: 3850.036621
	Iteration 20F: 3 clusters Score -295182.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -295183.906250 Penalty: 3850.036621
	Iteration 21Q: 3 clusters Score -295183.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -295183.906250 Penalty: 3850.036621
	Iteration 22F: 3 clusters Score -295183.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Entering Unmasked Estep 
Score: -1586214.750000 Penalty: 2344.628906
	Iteration 0F: 2 clusters Score -1586215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1576750.750000 Penalty: 4689.257812
	Iteration 0F: 3 clusters Score -1576751 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1579641.750000 Penalty: 4689.257812
	Iteration 1F: 3 clusters Score -1579642 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1580026.500000 Penalty: 4689.257812
	Iteration 2F: 3 clusters Score -1580026 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1580379.875000 Penalty: 4689.257812
	Iteration 3F: 3 clusters Score -1580380 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1580738.625000 Penalty: 4689.257812
	Iteration 4F: 3 clusters Score -1580739 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1581148.500000 Penalty: 4689.257812
	Iteration 5F: 3 clusters Score -1581148 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1581650.375000 Penalty: 4689.257812
	Iteration 6F: 3 clusters Score -1581650 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1582133.375000 Penalty: 4689.257812
	Iteration 7F: 3 clusters Score -1582133 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1582561.750000 Penalty: 4689.257812
	Iteration 8Q: 3 clusters Score -1582562 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1582983.875000 Penalty: 4689.257812
	Iteration 9Q: 3 clusters Score -1582984 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1583305.500000 Penalty: 4689.257812
	Iteration 10Q: 3 clusters Score -1583306 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1583555.500000 Penalty: 4689.257812
	Iteration 11Q: 3 clusters Score -1583556 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1583712.375000 Penalty: 4689.257812
	Iteration 12Q: 3 clusters Score -1583712 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1583859.250000 Penalty: 4689.257812
	Iteration 13Q: 3 clusters Score -1583859 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1583964.500000 Penalty: 4689.257812
	Iteration 14Q: 3 clusters Score -1583964 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1584034.125000 Penalty: 4689.257812
	Iteration 15Q: 3 clusters Score -1584034 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1584090.500000 Penalty: 4689.257812
	Iteration 16Q: 3 clusters Score -1584090 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1584129.375000 Penalty: 4689.257812
	Iteration 17Q: 3 clusters Score -1584129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1584157.375000 Penalty: 4689.257812
	Iteration 18Q: 3 clusters Score -1584157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1584172.375000 Penalty: 4689.257812
	Iteration 19Q: 3 clusters Score -1584172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1584187.625000 Penalty: 4689.257812
	Iteration 20F: 3 clusters Score -1584188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1584193.875000 Penalty: 4689.257812
	Iteration 21Q: 3 clusters Score -1584194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1584196.375000 Penalty: 4689.257812
	Iteration 22Q: 3 clusters Score -1584196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1584199.125000 Penalty: 4689.257812
	Iteration 23Q: 3 clusters Score -1584199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1584200.625000 Penalty: 4689.257812
	Iteration 24Q: 3 clusters Score -1584201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1584200.625000 Penalty: 4689.257812
	Iteration 25F: 3 clusters Score -1584201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Entering Unmasked Estep 
Score: -5420188.500000 Penalty: 2637.829102
	Iteration 0F: 2 clusters Score -5420188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -5392054.500000 Penalty: 5275.658203
	Iteration 0F: 3 clusters Score -5392054 nChanged 18977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -5402544.000000 Penalty: 5275.658203
	Iteration 1F: 3 clusters Score -5402544 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -5403183.000000 Penalty: 5275.658203
	Iteration 2Q: 3 clusters Score -5403183 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -5403923.500000 Penalty: 5275.658203
	Iteration 3Q: 3 clusters Score -5403924 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -5404918.000000 Penalty: 5275.658203
	Iteration 4Q: 3 clusters Score -5404918 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -5406135.000000 Penalty: 5275.658203
	Iteration 5F: 3 clusters Score -5406135 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -5407743.000000 Penalty: 5275.658203
	Iteration 6F: 3 clusters Score -5407743 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -5409709.500000 Penalty: 5275.658203
	Iteration 7F: 3 clusters Score -5409710 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -5411887.500000 Penalty: 5275.658203
	Iteration 8F: 3 clusters Score -5411888 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -5413698.000000 Penalty: 5275.658203
	Iteration 9F: 3 clusters Score -5413698 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -5414860.500000 Penalty: 5275.658203
	Iteration 10Q: 3 clusters Score -5414860 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -5415550.500000 Penalty: 5275.658203
	Iteration 11Q: 3 clusters Score -5415550 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -5415962.000000 Penalty: 5275.658203
	Iteration 12Q: 3 clusters Score -5415962 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -5416289.500000 Penalty: 5275.658203
	Iteration 13Q: 3 clusters Score -5416290 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -5416555.000000 Penalty: 5275.658203
	Iteration 14Q: 3 clusters Score -5416555 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -5416772.000000 Penalty: 5275.658203
	Iteration 15Q: 3 clusters Score -5416772 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -5416978.000000 Penalty: 5275.658203
	Iteration 16Q: 3 clusters Score -5416978 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -5417137.000000 Penalty: 5275.658203
	Iteration 17Q: 3 clusters Score -5417137 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -5417263.000000 Penalty: 5275.658203
	Iteration 18Q: 3 clusters Score -5417263 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -5417305.000000 Penalty: 5275.658203
	Iteration 19Q: 3 clusters Score -5417305 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -5417318.500000 Penalty: 5275.658203
	Iteration 20F: 3 clusters Score -5417318 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -5417329.500000 Penalty: 5275.658203
	Iteration 21Q: 3 clusters Score -5417330 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -5417340.000000 Penalty: 5275.658203
	Iteration 22Q: 3 clusters Score -5417340 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -5417366.000000 Penalty: 5275.658203
	Iteration 23Q: 3 clusters Score -5417366 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -5417376.000000 Penalty: 5275.658203
	Iteration 24Q: 3 clusters Score -5417376 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -5417370.000000 Penalty: 5275.658203
	Iteration 25Q: 3 clusters Score -5417370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -5417380.500000 Penalty: 5275.658203
	Iteration 26Q: 3 clusters Score -5417380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -5417378.000000 Penalty: 5275.658203
	Iteration 27Q: 3 clusters Score -5417378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -5417379.500000 Penalty: 5275.658203
	Iteration 28Q: 3 clusters Score -5417380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -5417383.000000 Penalty: 5275.658203
	Iteration 29Q: 3 clusters Score -5417383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -5417389.000000 Penalty: 5275.658203
	Iteration 30Q: 3 clusters Score -5417389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -5417383.000000 Penalty: 5275.658203
	Iteration 31Q: 3 clusters Score -5417383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -5417384.000000 Penalty: 5275.658203
	Iteration 32Q: 3 clusters Score -5417384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -5417388.000000 Penalty: 5275.658203
	Iteration 33Q: 3 clusters Score -5417388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -5417396.000000 Penalty: 5275.658203
	Iteration 34Q: 3 clusters Score -5417396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -5417391.500000 Penalty: 5275.658203
	Iteration 35Q: 3 clusters Score -5417392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -5417379.000000 Penalty: 5275.658203
	Iteration 36Q: 3 clusters Score -5417379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -5417377.500000 Penalty: 5275.658203
	Iteration 37Q: 3 clusters Score -5417378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -5417388.000000 Penalty: 5275.658203
	Iteration 38Q: 3 clusters Score -5417388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -5417398.500000 Penalty: 5275.658203
	Iteration 39Q: 3 clusters Score -5417398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -5417392.000000 Penalty: 5275.658203
	Iteration 40F: 3 clusters Score -5417392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -5417396.000000 Penalty: 5275.658203
	Iteration 41Q: 3 clusters Score -5417396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -5417393.000000 Penalty: 5275.658203
	Iteration 42Q: 3 clusters Score -5417393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -5417389.000000 Penalty: 5275.658203
	Iteration 43Q: 3 clusters Score -5417389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -5417393.500000 Penalty: 5275.658203
	Iteration 44Q: 3 clusters Score -5417394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -5417384.500000 Penalty: 5275.658203
	Iteration 45Q: 3 clusters Score -5417384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -5417390.500000 Penalty: 5275.658203
	Iteration 46Q: 3 clusters Score -5417390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -5417390.500000 Penalty: 5275.658203
	Iteration 47Q: 3 clusters Score -5417390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -5417390.500000 Penalty: 5275.658203
	Iteration 48F: 3 clusters Score -5417390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -47296.886719 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -47296.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45913.937500 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -45913.94 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46218.125000 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -46218.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46328.894531 Penalty: 3030.186768
	Iteration 2F: 3 clusters Score -46328.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46401.582031 Penalty: 3030.186768
	Iteration 3Q: 3 clusters Score -46401.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46433.117188 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -46433.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46456.347656 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -46456.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46469.628906 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -46469.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46469.628906 Penalty: 3030.186768
	Iteration 7F: 3 clusters Score -46469.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Entering Unmasked Estep 
Score: -285206.531250 Penalty: 1914.564453
	Iteration 0F: 2 clusters Score -285206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -282418.843750 Penalty: 3829.128906
	Iteration 0F: 3 clusters Score -282418.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -282907.562500 Penalty: 3829.128906
	Iteration 1F: 3 clusters Score -282907.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -283032.625000 Penalty: 3829.128906
	Iteration 2F: 3 clusters Score -283032.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -283094.468750 Penalty: 3829.128906
	Iteration 3Q: 3 clusters Score -283094.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -283131.468750 Penalty: 3829.128906
	Iteration 4Q: 3 clusters Score -283131.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -283159.625000 Penalty: 3829.128906
	Iteration 5Q: 3 clusters Score -283159.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -283180.562500 Penalty: 3829.128906
	Iteration 6Q: 3 clusters Score -283180.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -283197.031250 Penalty: 3829.128906
	Iteration 7Q: 3 clusters Score -283197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -283212.718750 Penalty: 3829.128906
	Iteration 8Q: 3 clusters Score -283212.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -283226.312500 Penalty: 3829.128906
	Iteration 9Q: 3 clusters Score -283226.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -283233.125000 Penalty: 3829.128906
	Iteration 10Q: 3 clusters Score -283233.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -283238.906250 Penalty: 3829.128906
	Iteration 11Q: 3 clusters Score -283238.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -283241.000000 Penalty: 3829.128906
	Iteration 12Q: 3 clusters Score -283241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -283242.437500 Penalty: 3829.128906
	Iteration 13Q: 3 clusters Score -283242.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -283246.125000 Penalty: 3829.128906
	Iteration 14Q: 3 clusters Score -283246.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -283249.687500 Penalty: 3829.128906
	Iteration 15Q: 3 clusters Score -283249.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -283253.312500 Penalty: 3829.128906
	Iteration 16Q: 3 clusters Score -283253.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -283255.031250 Penalty: 3829.128906
	Iteration 17Q: 3 clusters Score -283255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -283257.062500 Penalty: 3829.128906
	Iteration 18Q: 3 clusters Score -283257.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -283257.718750 Penalty: 3829.128906
	Iteration 19Q: 3 clusters Score -283257.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -283258.281250 Penalty: 3829.128906
	Iteration 20F: 3 clusters Score -283258.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -283258.593750 Penalty: 3829.128906
	Iteration 21Q: 3 clusters Score -283258.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -283259.843750 Penalty: 3829.128906
	Iteration 22Q: 3 clusters Score -283259.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -283260.843750 Penalty: 3829.128906
	Iteration 23Q: 3 clusters Score -283260.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -283262.375000 Penalty: 3829.128906
	Iteration 24Q: 3 clusters Score -283262.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -283262.500000 Penalty: 3829.128906
	Iteration 25Q: 3 clusters Score -283262.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -283263.093750 Penalty: 3829.128906
	Iteration 26Q: 3 clusters Score -283263.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -283263.812500 Penalty: 3829.128906
	Iteration 27Q: 3 clusters Score -283263.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -283263.812500 Penalty: 3829.128906
	Iteration 28F: 3 clusters Score -283263.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Entering Unmasked Estep 
Score: -2689986.250000 Penalty: 2459.818359
	Iteration 0F: 2 clusters Score -2689986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2675728.750000 Penalty: 4919.636719
	Iteration 0F: 3 clusters Score -2675729 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2680468.500000 Penalty: 4919.636719
	Iteration 1F: 3 clusters Score -2680468 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2680868.500000 Penalty: 4919.636719
	Iteration 2F: 3 clusters Score -2680868 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2681168.250000 Penalty: 4919.636719
	Iteration 3Q: 3 clusters Score -2681168 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2681484.000000 Penalty: 4919.636719
	Iteration 4Q: 3 clusters Score -2681484 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2681839.000000 Penalty: 4919.636719
	Iteration 5Q: 3 clusters Score -2681839 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2682229.750000 Penalty: 4919.636719
	Iteration 6Q: 3 clusters Score -2682230 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2682688.500000 Penalty: 4919.636719
	Iteration 7Q: 3 clusters Score -2682688 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2683301.250000 Penalty: 4919.636719
	Iteration 8Q: 3 clusters Score -2683301 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2684057.500000 Penalty: 4919.636719
	Iteration 9F: 3 clusters Score -2684058 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2684906.000000 Penalty: 4919.636719
	Iteration 10F: 3 clusters Score -2684906 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2685731.500000 Penalty: 4919.636719
	Iteration 11F: 3 clusters Score -2685732 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2686389.250000 Penalty: 4919.636719
	Iteration 12Q: 3 clusters Score -2686389 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2686884.500000 Penalty: 4919.636719
	Iteration 13Q: 3 clusters Score -2686884 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2687212.250000 Penalty: 4919.636719
	Iteration 14Q: 3 clusters Score -2687212 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2687426.500000 Penalty: 4919.636719
	Iteration 15Q: 3 clusters Score -2687426 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2687568.000000 Penalty: 4919.636719
	Iteration 16Q: 3 clusters Score -2687568 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2687643.000000 Penalty: 4919.636719
	Iteration 17Q: 3 clusters Score -2687643 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2687685.750000 Penalty: 4919.636719
	Iteration 18Q: 3 clusters Score -2687686 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2687719.750000 Penalty: 4919.636719
	Iteration 19Q: 3 clusters Score -2687720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2687754.250000 Penalty: 4919.636719
	Iteration 20F: 3 clusters Score -2687754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2687780.750000 Penalty: 4919.636719
	Iteration 21Q: 3 clusters Score -2687781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2687798.500000 Penalty: 4919.636719
	Iteration 22Q: 3 clusters Score -2687798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2687810.000000 Penalty: 4919.636719
	Iteration 23Q: 3 clusters Score -2687810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2687814.000000 Penalty: 4919.636719
	Iteration 24Q: 3 clusters Score -2687814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2687816.250000 Penalty: 4919.636719
	Iteration 25Q: 3 clusters Score -2687816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2687818.250000 Penalty: 4919.636719
	Iteration 26Q: 3 clusters Score -2687818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2687819.750000 Penalty: 4919.636719
	Iteration 27Q: 3 clusters Score -2687820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2687833.750000 Penalty: 4919.636719
	Iteration 28Q: 3 clusters Score -2687834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2687835.000000 Penalty: 4919.636719
	Iteration 29Q: 3 clusters Score -2687835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2687841.500000 Penalty: 4919.636719
	Iteration 30Q: 3 clusters Score -2687842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2687842.750000 Penalty: 4919.636719
	Iteration 31Q: 3 clusters Score -2687843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2687840.750000 Penalty: 4919.636719
	Iteration 32Q: 3 clusters Score -2687841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2687840.750000 Penalty: 4919.636719
	Iteration 33F: 3 clusters Score -2687841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (193184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193184 members 
Entering Unmasked Estep 
Score: -25106294.000000 Penalty: 3018.506836
	Iteration 0F: 2 clusters Score -2.510629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96357 members 
Mstep: Class 2 contains 96827 members 
Entering Unmasked Estep 
Score: -24981562.000000 Penalty: 6037.013672
	Iteration 0F: 3 clusters Score -2.498156e+07 nChanged 92866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92409 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -25035788.000000 Penalty: 6037.013672
	Iteration 1F: 3 clusters Score -2.503579e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89677 members 
Mstep: Class 2 contains 103507 members 
Entering Unmasked Estep 
Score: -25037362.000000 Penalty: 6037.013672
	Iteration 2Q: 3 clusters Score -2.503736e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85714 members 
Mstep: Class 2 contains 107470 members 
Entering Unmasked Estep 
Score: -25039344.000000 Penalty: 6037.013672
	Iteration 3Q: 3 clusters Score -2.503934e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79651 members 
Mstep: Class 2 contains 113533 members 
Entering Unmasked Estep 
Score: -25042830.000000 Penalty: 6037.013672
	Iteration 4Q: 3 clusters Score -2.504283e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70993 members 
Mstep: Class 2 contains 122191 members 
Entering Unmasked Estep 
Score: -25048094.000000 Penalty: 6037.013672
	Iteration 5F: 3 clusters Score -2.504809e+07 nChanged 12428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 133799 members 
Entering Unmasked Estep 
Score: -25056220.000000 Penalty: 6037.013672
	Iteration 6F: 3 clusters Score -2.505622e+07 nChanged 14595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 147906 members 
Entering Unmasked Estep 
Score: -25067908.000000 Penalty: 6037.013672
	Iteration 7F: 3 clusters Score -2.506791e+07 nChanged 15100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 162650 members 
Entering Unmasked Estep 
Score: -25080586.000000 Penalty: 6037.013672
	Iteration 8F: 3 clusters Score -2.508059e+07 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 174912 members 
Entering Unmasked Estep 
Score: -25091180.000000 Penalty: 6037.013672
	Iteration 9F: 3 clusters Score -2.509118e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 183058 members 
Entering Unmasked Estep 
Score: -25098134.000000 Penalty: 6037.013672
	Iteration 10Q: 3 clusters Score -2.509813e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 187436 members 
Entering Unmasked Estep 
Score: -25101564.000000 Penalty: 6037.013672
	Iteration 11Q: 3 clusters Score -2.510156e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 189434 members 
Entering Unmasked Estep 
Score: -25103230.000000 Penalty: 6037.013672
	Iteration 12Q: 3 clusters Score -2.510323e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 190319 members 
Entering Unmasked Estep 
Score: -25104094.000000 Penalty: 6037.013672
	Iteration 13Q: 3 clusters Score -2.510409e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 190688 members 
Entering Unmasked Estep 
Score: -25104558.000000 Penalty: 6037.013672
	Iteration 14Q: 3 clusters Score -2.510456e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 190844 members 
Entering Unmasked Estep 
Score: -25104790.000000 Penalty: 6037.013672
	Iteration 15Q: 3 clusters Score -2.510479e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 190913 members 
Entering Unmasked Estep 
Score: -25104930.000000 Penalty: 6037.013672
	Iteration 16Q: 3 clusters Score -2.510493e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 190955 members 
Entering Unmasked Estep 
Score: -25105016.000000 Penalty: 6037.013672
	Iteration 17Q: 3 clusters Score -2.510502e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 190964 members 
Entering Unmasked Estep 
Score: -25105140.000000 Penalty: 6037.013672
	Iteration 18Q: 3 clusters Score -2.510514e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 190963 members 
Entering Unmasked Estep 
Score: -25105210.000000 Penalty: 6037.013672
	Iteration 19Q: 3 clusters Score -2.510521e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 190959 members 
Entering Unmasked Estep 
Score: -25105238.000000 Penalty: 6037.013672
	Iteration 20F: 3 clusters Score -2.510524e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 190959 members 
Entering Unmasked Estep 
Score: -25105284.000000 Penalty: 6037.013672
	Iteration 21Q: 3 clusters Score -2.510528e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 190961 members 
Entering Unmasked Estep 
Score: -25105300.000000 Penalty: 6037.013672
	Iteration 22Q: 3 clusters Score -2.51053e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 190946 members 
Entering Unmasked Estep 
Score: -25105300.000000 Penalty: 6037.013672
	Iteration 23Q: 3 clusters Score -2.51053e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 190937 members 
Entering Unmasked Estep 
Score: -25105344.000000 Penalty: 6037.013672
	Iteration 24Q: 3 clusters Score -2.510534e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 190925 members 
Entering Unmasked Estep 
Score: -25105380.000000 Penalty: 6037.013672
	Iteration 25Q: 3 clusters Score -2.510538e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 190900 members 
Entering Unmasked Estep 
Score: -25105404.000000 Penalty: 6037.013672
	Iteration 26Q: 3 clusters Score -2.51054e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 190882 members 
Entering Unmasked Estep 
Score: -25105416.000000 Penalty: 6037.013672
	Iteration 27Q: 3 clusters Score -2.510542e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 190860 members 
Entering Unmasked Estep 
Score: -25105468.000000 Penalty: 6037.013672
	Iteration 28Q: 3 clusters Score -2.510547e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 190840 members 
Entering Unmasked Estep 
Score: -25105466.000000 Penalty: 6037.013672
	Iteration 29Q: 3 clusters Score -2.510547e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 190823 members 
Entering Unmasked Estep 
Score: -25105472.000000 Penalty: 6037.013672
	Iteration 30Q: 3 clusters Score -2.510547e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 190804 members 
Entering Unmasked Estep 
Score: -25105522.000000 Penalty: 6037.013672
	Iteration 31Q: 3 clusters Score -2.510552e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 190793 members 
Entering Unmasked Estep 
Score: -25105558.000000 Penalty: 6037.013672
	Iteration 32Q: 3 clusters Score -2.510556e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 190788 members 
Entering Unmasked Estep 
Score: -25105556.000000 Penalty: 6037.013672
	Iteration 33Q: 3 clusters Score -2.510556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 190788 members 
Entering Unmasked Estep 
Score: -25105564.000000 Penalty: 6037.013672
	Iteration 34Q: 3 clusters Score -2.510556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 190778 members 
Entering Unmasked Estep 
Score: -25105564.000000 Penalty: 6037.013672
	Iteration 35Q: 3 clusters Score -2.510556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 190771 members 
Entering Unmasked Estep 
Score: -25105576.000000 Penalty: 6037.013672
	Iteration 36Q: 3 clusters Score -2.510558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 190764 members 
Entering Unmasked Estep 
Score: -25105570.000000 Penalty: 6037.013672
	Iteration 37Q: 3 clusters Score -2.510557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 190757 members 
Entering Unmasked Estep 
Score: -25105576.000000 Penalty: 6037.013672
	Iteration 38Q: 3 clusters Score -2.510558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 190751 members 
Entering Unmasked Estep 
Score: -25105584.000000 Penalty: 6037.013672
	Iteration 39Q: 3 clusters Score -2.510558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 190748 members 
Entering Unmasked Estep 
Score: -25105576.000000 Penalty: 6037.013672
	Iteration 40F: 3 clusters Score -2.510558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 190747 members 
Entering Unmasked Estep 
Score: -25105574.000000 Penalty: 6037.013672
	Iteration 41Q: 3 clusters Score -2.510557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 190743 members 
Entering Unmasked Estep 
Score: -25105566.000000 Penalty: 6037.013672
	Iteration 42Q: 3 clusters Score -2.510557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 190737 members 
Entering Unmasked Estep 
Score: -25105570.000000 Penalty: 6037.013672
	Iteration 43Q: 3 clusters Score -2.510557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 190730 members 
Entering Unmasked Estep 
Score: -25105576.000000 Penalty: 6037.013672
	Iteration 44Q: 3 clusters Score -2.510558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 190720 members 
Entering Unmasked Estep 
Score: -25105576.000000 Penalty: 6037.013672
	Iteration 45Q: 3 clusters Score -2.510558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 190715 members 
Entering Unmasked Estep 
Score: -25105574.000000 Penalty: 6037.013672
	Iteration 46Q: 3 clusters Score -2.510557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 190711 members 
Entering Unmasked Estep 
Score: -25105578.000000 Penalty: 6037.013672
	Iteration 47Q: 3 clusters Score -2.510558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 190711 members 
Entering Unmasked Estep 
Score: -25105584.000000 Penalty: 6037.013672
	Iteration 48Q: 3 clusters Score -2.510558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 190712 members 
Entering Unmasked Estep 
Score: -25105594.000000 Penalty: 6037.013672
	Iteration 49Q: 3 clusters Score -2.510559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 190710 members 
Entering Unmasked Estep 
Score: -25105596.000000 Penalty: 6037.013672
	Iteration 50Q: 3 clusters Score -2.51056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 190708 members 
Entering Unmasked Estep 
Score: -25105582.000000 Penalty: 6037.013672
	Iteration 51Q: 3 clusters Score -2.510558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 190707 members 
Entering Unmasked Estep 
Score: -25105584.000000 Penalty: 6037.013672
	Iteration 52Q: 3 clusters Score -2.510558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 190704 members 
Entering Unmasked Estep 
Score: -25105584.000000 Penalty: 6037.013672
	Iteration 53Q: 3 clusters Score -2.510558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 190703 members 
Entering Unmasked Estep 
Score: -25105576.000000 Penalty: 6037.013672
	Iteration 54Q: 3 clusters Score -2.510558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 190703 members 
Entering Unmasked Estep 
Score: -25105576.000000 Penalty: 6037.013672
	Iteration 55F: 3 clusters Score -2.510558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15451 members 
Mstep: Class 4 contains 36469 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 211644 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11722 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13627 members 
Mstep: Class 12 contains 8206 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 26594 members 
Mstep: Class 15 contains 34060 members 
Mstep: Class 16 contains 6249 members 
Mstep: Class 17 contains 61205 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12761 members 
Mstep: Class 20 contains 41623 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20305 members 
Mstep: Class 24 contains 193184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821552.000000 Penalty: 80247.148438
Iteration 159Q: 25 clusters Score -9.082155e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15445 members 
Mstep: Class 4 contains 36469 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 211914 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11710 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13622 members 
Mstep: Class 12 contains 8184 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 26587 members 
Mstep: Class 15 contains 34065 members 
Mstep: Class 16 contains 6262 members 
Mstep: Class 17 contains 61164 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12762 members 
Mstep: Class 20 contains 41605 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20298 members 
Mstep: Class 24 contains 193015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821512.000000 Penalty: 80247.148438
Iteration 160F: 25 clusters Score -9.082151e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15436 members 
Mstep: Class 4 contains 36465 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 212137 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11703 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13621 members 
Mstep: Class 12 contains 8163 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 26580 members 
Mstep: Class 15 contains 34064 members 
Mstep: Class 16 contains 6274 members 
Mstep: Class 17 contains 61153 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12766 members 
Mstep: Class 20 contains 41596 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20276 members 
Mstep: Class 24 contains 192870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821376.000000 Penalty: 80247.148438
Iteration 161Q: 25 clusters Score -9.082138e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15435 members 
Mstep: Class 4 contains 36458 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 212334 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11709 members 
Mstep: Class 10 contains 1607 members 
Mstep: Class 11 contains 13619 members 
Mstep: Class 12 contains 8132 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 26576 members 
Mstep: Class 15 contains 34059 members 
Mstep: Class 16 contains 6280 members 
Mstep: Class 17 contains 61140 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12763 members 
Mstep: Class 20 contains 41594 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20251 members 
Mstep: Class 24 contains 192753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821640.000000 Penalty: 80247.148438
Iteration 162Q: 25 clusters Score -9.082164e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15432 members 
Mstep: Class 4 contains 36446 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 212577 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11700 members 
Mstep: Class 10 contains 1609 members 
Mstep: Class 11 contains 13622 members 
Mstep: Class 12 contains 8103 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 26573 members 
Mstep: Class 15 contains 34064 members 
Mstep: Class 16 contains 6290 members 
Mstep: Class 17 contains 61093 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12767 members 
Mstep: Class 20 contains 41592 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20226 members 
Mstep: Class 24 contains 192618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821408.000000 Penalty: 80247.148438
Iteration 163Q: 25 clusters Score -9.082141e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15425 members 
Mstep: Class 4 contains 36436 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 212787 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11705 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 13623 members 
Mstep: Class 12 contains 8079 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 26572 members 
Mstep: Class 15 contains 34071 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 61058 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12768 members 
Mstep: Class 20 contains 41596 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20193 members 
Mstep: Class 24 contains 192493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821512.000000 Penalty: 80247.148438
Iteration 164Q: 25 clusters Score -9.082151e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15425 members 
Mstep: Class 4 contains 36425 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 212991 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11707 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13621 members 
Mstep: Class 12 contains 8045 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26567 members 
Mstep: Class 15 contains 34083 members 
Mstep: Class 16 contains 6313 members 
Mstep: Class 17 contains 61040 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12770 members 
Mstep: Class 20 contains 41588 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20163 members 
Mstep: Class 24 contains 192374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821648.000000 Penalty: 80247.148438
Iteration 165Q: 25 clusters Score -9.082165e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15422 members 
Mstep: Class 4 contains 36410 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 213129 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11705 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 13623 members 
Mstep: Class 12 contains 8024 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 26565 members 
Mstep: Class 15 contains 34088 members 
Mstep: Class 16 contains 6320 members 
Mstep: Class 17 contains 61037 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12773 members 
Mstep: Class 20 contains 41590 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20128 members 
Mstep: Class 24 contains 192304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821568.000000 Penalty: 80247.148438
Iteration 166Q: 25 clusters Score -9.082157e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15426 members 
Mstep: Class 4 contains 36394 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 213241 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11701 members 
Mstep: Class 10 contains 1597 members 
Mstep: Class 11 contains 13623 members 
Mstep: Class 12 contains 7994 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 26561 members 
Mstep: Class 15 contains 34091 members 
Mstep: Class 16 contains 6333 members 
Mstep: Class 17 contains 61036 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12776 members 
Mstep: Class 20 contains 41584 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20097 members 
Mstep: Class 24 contains 192266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821680.000000 Penalty: 80247.148438
Iteration 167Q: 25 clusters Score -9.082168e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15426 members 
Mstep: Class 4 contains 36384 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 213325 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 11696 members 
Mstep: Class 10 contains 1596 members 
Mstep: Class 11 contains 13620 members 
Mstep: Class 12 contains 7960 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 26558 members 
Mstep: Class 15 contains 34091 members 
Mstep: Class 16 contains 6346 members 
Mstep: Class 17 contains 61029 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12773 members 
Mstep: Class 20 contains 41579 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 192271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821504.000000 Penalty: 80247.148438
Iteration 168Q: 25 clusters Score -9.08215e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15427 members 
Mstep: Class 4 contains 36383 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 213397 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11696 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 13621 members 
Mstep: Class 12 contains 7928 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 26553 members 
Mstep: Class 15 contains 34092 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 61018 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12772 members 
Mstep: Class 20 contains 41572 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20034 members 
Mstep: Class 24 contains 192280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821496.000000 Penalty: 80247.148438
Iteration 169Q: 25 clusters Score -9.08215e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15429 members 
Mstep: Class 4 contains 36379 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 213444 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11692 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 11 contains 13609 members 
Mstep: Class 12 contains 7902 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 26548 members 
Mstep: Class 15 contains 34098 members 
Mstep: Class 16 contains 6357 members 
Mstep: Class 17 contains 61011 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12771 members 
Mstep: Class 20 contains 41567 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 20014 members 
Mstep: Class 24 contains 192306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821560.000000 Penalty: 80247.148438
Iteration 170Q: 25 clusters Score -9.082156e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15421 members 
Mstep: Class 4 contains 36371 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 213509 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11693 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 11 contains 13608 members 
Mstep: Class 12 contains 7887 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 26534 members 
Mstep: Class 15 contains 34106 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 61008 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12769 members 
Mstep: Class 20 contains 41567 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 19997 members 
Mstep: Class 24 contains 192293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821480.000000 Penalty: 80247.148438
Iteration 171Q: 25 clusters Score -9.082148e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 938 members 
Mstep: Class 3 contains 15412 members 
Mstep: Class 4 contains 36363 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 213592 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11696 members 
Mstep: Class 10 contains 1592 members 
Mstep: Class 11 contains 13604 members 
Mstep: Class 12 contains 7867 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 26530 members 
Mstep: Class 15 contains 34115 members 
Mstep: Class 16 contains 6374 members 
Mstep: Class 17 contains 61000 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12769 members 
Mstep: Class 20 contains 41566 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 19981 members 
Mstep: Class 24 contains 192258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821512.000000 Penalty: 80247.148438
Iteration 172Q: 25 clusters Score -9.082151e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15398 members 
Mstep: Class 4 contains 36352 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 213702 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11695 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 13600 members 
Mstep: Class 12 contains 7845 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 26526 members 
Mstep: Class 15 contains 34112 members 
Mstep: Class 16 contains 6379 members 
Mstep: Class 17 contains 60982 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12767 members 
Mstep: Class 20 contains 41561 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 19970 members 
Mstep: Class 24 contains 192236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821600.000000 Penalty: 80247.148438
Iteration 173Q: 25 clusters Score -9.08216e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15398 members 
Mstep: Class 4 contains 36339 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 213805 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11703 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 13604 members 
Mstep: Class 12 contains 7812 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 26526 members 
Mstep: Class 15 contains 34107 members 
Mstep: Class 16 contains 6384 members 
Mstep: Class 17 contains 60971 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12763 members 
Mstep: Class 20 contains 41557 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 19954 members 
Mstep: Class 24 contains 192202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821608.000000 Penalty: 80247.148438
Iteration 174Q: 25 clusters Score -9.082161e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15391 members 
Mstep: Class 4 contains 36330 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 213902 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11705 members 
Mstep: Class 10 contains 1594 members 
Mstep: Class 11 contains 13605 members 
Mstep: Class 12 contains 7789 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 26521 members 
Mstep: Class 15 contains 34110 members 
Mstep: Class 16 contains 6389 members 
Mstep: Class 17 contains 60968 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12759 members 
Mstep: Class 20 contains 41544 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 19942 members 
Mstep: Class 24 contains 192171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821624.000000 Penalty: 80247.148438
Iteration 175Q: 25 clusters Score -9.082162e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15386 members 
Mstep: Class 4 contains 36318 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 213992 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11693 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 11 contains 13601 members 
Mstep: Class 12 contains 7765 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 26516 members 
Mstep: Class 15 contains 34115 members 
Mstep: Class 16 contains 6392 members 
Mstep: Class 17 contains 60967 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12754 members 
Mstep: Class 20 contains 41545 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 19923 members 
Mstep: Class 24 contains 192158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821512.000000 Penalty: 80247.148438
Iteration 176Q: 25 clusters Score -9.082151e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15381 members 
Mstep: Class 4 contains 36308 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214020 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11694 members 
Mstep: Class 10 contains 1595 members 
Mstep: Class 11 contains 13602 members 
Mstep: Class 12 contains 7751 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 26516 members 
Mstep: Class 15 contains 34118 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 60959 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12752 members 
Mstep: Class 20 contains 41528 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 19900 members 
Mstep: Class 24 contains 192202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821624.000000 Penalty: 80247.148438
Iteration 177Q: 25 clusters Score -9.082162e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15376 members 
Mstep: Class 4 contains 36294 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214052 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11691 members 
Mstep: Class 10 contains 1596 members 
Mstep: Class 11 contains 13599 members 
Mstep: Class 12 contains 7734 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 26513 members 
Mstep: Class 15 contains 34119 members 
Mstep: Class 16 contains 6397 members 
Mstep: Class 17 contains 60959 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12750 members 
Mstep: Class 20 contains 41526 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 19873 members 
Mstep: Class 24 contains 192244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821536.000000 Penalty: 80247.148438
Iteration 178Q: 25 clusters Score -9.082154e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15374 members 
Mstep: Class 4 contains 36273 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214094 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11681 members 
Mstep: Class 10 contains 1596 members 
Mstep: Class 11 contains 13597 members 
Mstep: Class 12 contains 7729 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 26510 members 
Mstep: Class 15 contains 34118 members 
Mstep: Class 16 contains 6403 members 
Mstep: Class 17 contains 60960 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12750 members 
Mstep: Class 20 contains 41525 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 19844 members 
Mstep: Class 24 contains 192268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821552.000000 Penalty: 80247.148438
Iteration 179Q: 25 clusters Score -9.082155e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15380 members 
Mstep: Class 4 contains 36265 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214106 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11673 members 
Mstep: Class 10 contains 1597 members 
Mstep: Class 11 contains 13598 members 
Mstep: Class 12 contains 7709 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 26507 members 
Mstep: Class 15 contains 34118 members 
Mstep: Class 16 contains 6408 members 
Mstep: Class 17 contains 60961 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12751 members 
Mstep: Class 20 contains 41516 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 19811 members 
Mstep: Class 24 contains 192321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821544.000000 Penalty: 80247.148438
Iteration 180F: 25 clusters Score -9.082154e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15378 members 
Mstep: Class 4 contains 36254 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214107 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11671 members 
Mstep: Class 10 contains 1598 members 
Mstep: Class 11 contains 13595 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 6872 members 
Mstep: Class 14 contains 26511 members 
Mstep: Class 15 contains 34116 members 
Mstep: Class 16 contains 6414 members 
Mstep: Class 17 contains 60966 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12752 members 
Mstep: Class 20 contains 41509 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 19786 members 
Mstep: Class 24 contains 192381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821512.000000 Penalty: 80247.148438
Iteration 181Q: 25 clusters Score -9.082151e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15379 members 
Mstep: Class 4 contains 36249 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214071 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11664 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13596 members 
Mstep: Class 12 contains 7657 members 
Mstep: Class 13 contains 6872 members 
Mstep: Class 14 contains 26510 members 
Mstep: Class 15 contains 34123 members 
Mstep: Class 16 contains 6422 members 
Mstep: Class 17 contains 60975 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12748 members 
Mstep: Class 20 contains 41506 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2254 members 
Mstep: Class 23 contains 19752 members 
Mstep: Class 24 contains 192470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821544.000000 Penalty: 80247.148438
Iteration 182Q: 25 clusters Score -9.082154e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15384 members 
Mstep: Class 4 contains 36239 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214054 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11652 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 13597 members 
Mstep: Class 12 contains 7629 members 
Mstep: Class 13 contains 6872 members 
Mstep: Class 14 contains 26508 members 
Mstep: Class 15 contains 34127 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 60976 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 12743 members 
Mstep: Class 20 contains 41500 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2254 members 
Mstep: Class 23 contains 19725 members 
Mstep: Class 24 contains 192559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821480.000000 Penalty: 80247.148438
Iteration 183Q: 25 clusters Score -9.082148e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15384 members 
Mstep: Class 4 contains 36229 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214047 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11638 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13599 members 
Mstep: Class 12 contains 7596 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 26504 members 
Mstep: Class 15 contains 34133 members 
Mstep: Class 16 contains 6441 members 
Mstep: Class 17 contains 60976 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12741 members 
Mstep: Class 20 contains 41505 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2254 members 
Mstep: Class 23 contains 19698 members 
Mstep: Class 24 contains 192630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821496.000000 Penalty: 80247.148438
Iteration 184Q: 25 clusters Score -9.08215e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15384 members 
Mstep: Class 4 contains 36226 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214036 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11634 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13599 members 
Mstep: Class 12 contains 7565 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 26502 members 
Mstep: Class 15 contains 34129 members 
Mstep: Class 16 contains 6456 members 
Mstep: Class 17 contains 60971 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12742 members 
Mstep: Class 20 contains 41510 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2254 members 
Mstep: Class 23 contains 19666 members 
Mstep: Class 24 contains 192700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821584.000000 Penalty: 80247.148438
Iteration 185Q: 25 clusters Score -9.082158e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15387 members 
Mstep: Class 4 contains 36226 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214040 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11629 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13602 members 
Mstep: Class 12 contains 7540 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 26500 members 
Mstep: Class 15 contains 34128 members 
Mstep: Class 16 contains 6468 members 
Mstep: Class 17 contains 60967 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12740 members 
Mstep: Class 20 contains 41511 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2255 members 
Mstep: Class 23 contains 19650 members 
Mstep: Class 24 contains 192731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821752.000000 Penalty: 80247.148438
Iteration 186Q: 25 clusters Score -9.082175e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15390 members 
Mstep: Class 4 contains 36227 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214038 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11629 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13603 members 
Mstep: Class 12 contains 7520 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 26496 members 
Mstep: Class 15 contains 34128 members 
Mstep: Class 16 contains 6479 members 
Mstep: Class 17 contains 60953 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12737 members 
Mstep: Class 20 contains 41508 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2255 members 
Mstep: Class 23 contains 19630 members 
Mstep: Class 24 contains 192780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821616.000000 Penalty: 80247.148438
Iteration 187Q: 25 clusters Score -9.082162e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15388 members 
Mstep: Class 4 contains 36224 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214061 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11627 members 
Mstep: Class 10 contains 1598 members 
Mstep: Class 11 contains 13606 members 
Mstep: Class 12 contains 7490 members 
Mstep: Class 13 contains 6872 members 
Mstep: Class 14 contains 26494 members 
Mstep: Class 15 contains 34128 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 60948 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12733 members 
Mstep: Class 20 contains 41508 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2255 members 
Mstep: Class 23 contains 19603 members 
Mstep: Class 24 contains 192819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821568.000000 Penalty: 80247.148438
Iteration 188Q: 25 clusters Score -9.082157e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15386 members 
Mstep: Class 4 contains 36214 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214096 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11621 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13603 members 
Mstep: Class 12 contains 7468 members 
Mstep: Class 13 contains 6872 members 
Mstep: Class 14 contains 26491 members 
Mstep: Class 15 contains 34134 members 
Mstep: Class 16 contains 6498 members 
Mstep: Class 17 contains 60941 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12732 members 
Mstep: Class 20 contains 41509 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2255 members 
Mstep: Class 23 contains 19575 members 
Mstep: Class 24 contains 192850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821376.000000 Penalty: 80247.148438
Iteration 189Q: 25 clusters Score -9.082138e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15387 members 
Mstep: Class 4 contains 36209 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214137 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11612 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13596 members 
Mstep: Class 12 contains 7438 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 26492 members 
Mstep: Class 15 contains 34137 members 
Mstep: Class 16 contains 6507 members 
Mstep: Class 17 contains 60938 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12734 members 
Mstep: Class 20 contains 41504 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2255 members 
Mstep: Class 23 contains 19536 members 
Mstep: Class 24 contains 192890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821440.000000 Penalty: 80247.148438
Iteration 190Q: 25 clusters Score -9.082144e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15387 members 
Mstep: Class 4 contains 36203 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214195 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11604 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13597 members 
Mstep: Class 12 contains 7416 members 
Mstep: Class 13 contains 6874 members 
Mstep: Class 14 contains 26494 members 
Mstep: Class 15 contains 34137 members 
Mstep: Class 16 contains 6517 members 
Mstep: Class 17 contains 60926 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12734 members 
Mstep: Class 20 contains 41499 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2255 members 
Mstep: Class 23 contains 19505 members 
Mstep: Class 24 contains 192902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821392.000000 Penalty: 80247.148438
Iteration 191Q: 25 clusters Score -9.082139e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15385 members 
Mstep: Class 4 contains 36206 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214268 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11601 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13593 members 
Mstep: Class 12 contains 7397 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 26494 members 
Mstep: Class 15 contains 34135 members 
Mstep: Class 16 contains 6520 members 
Mstep: Class 17 contains 60906 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12736 members 
Mstep: Class 20 contains 41492 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2255 members 
Mstep: Class 23 contains 19474 members 
Mstep: Class 24 contains 192910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821472.000000 Penalty: 80247.148438
Iteration 192Q: 25 clusters Score -9.082147e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15391 members 
Mstep: Class 4 contains 36208 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214339 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11600 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13595 members 
Mstep: Class 12 contains 7375 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 26490 members 
Mstep: Class 15 contains 34134 members 
Mstep: Class 16 contains 6528 members 
Mstep: Class 17 contains 60895 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12733 members 
Mstep: Class 20 contains 41487 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2255 members 
Mstep: Class 23 contains 19442 members 
Mstep: Class 24 contains 192900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821624.000000 Penalty: 80247.148438
Iteration 193Q: 25 clusters Score -9.082162e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15395 members 
Mstep: Class 4 contains 36203 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214393 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11597 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13597 members 
Mstep: Class 12 contains 7354 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 26487 members 
Mstep: Class 15 contains 34133 members 
Mstep: Class 16 contains 6543 members 
Mstep: Class 17 contains 60885 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12732 members 
Mstep: Class 20 contains 41480 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19401 members 
Mstep: Class 24 contains 192916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821504.000000 Penalty: 80247.148438
Iteration 194Q: 25 clusters Score -9.08215e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15390 members 
Mstep: Class 4 contains 36197 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214456 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11585 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13606 members 
Mstep: Class 12 contains 7336 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 26484 members 
Mstep: Class 15 contains 34134 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 60875 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12731 members 
Mstep: Class 20 contains 41471 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19356 members 
Mstep: Class 24 contains 192943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821400.000000 Penalty: 80247.148438
Iteration 195Q: 25 clusters Score -9.08214e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15390 members 
Mstep: Class 4 contains 36190 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214489 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11582 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13611 members 
Mstep: Class 12 contains 7329 members 
Mstep: Class 13 contains 6872 members 
Mstep: Class 14 contains 26475 members 
Mstep: Class 15 contains 34138 members 
Mstep: Class 16 contains 6558 members 
Mstep: Class 17 contains 60871 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12731 members 
Mstep: Class 20 contains 41469 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19336 members 
Mstep: Class 24 contains 192948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821384.000000 Penalty: 80247.148438
Iteration 196Q: 25 clusters Score -9.082138e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15396 members 
Mstep: Class 4 contains 36189 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214524 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11580 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13613 members 
Mstep: Class 12 contains 7321 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 26471 members 
Mstep: Class 15 contains 34140 members 
Mstep: Class 16 contains 6563 members 
Mstep: Class 17 contains 60860 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12729 members 
Mstep: Class 20 contains 41457 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 192958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821552.000000 Penalty: 80247.148438
Iteration 197Q: 25 clusters Score -9.082155e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15396 members 
Mstep: Class 4 contains 36188 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214587 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11570 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13622 members 
Mstep: Class 12 contains 7314 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 26465 members 
Mstep: Class 15 contains 34140 members 
Mstep: Class 16 contains 6576 members 
Mstep: Class 17 contains 60841 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12731 members 
Mstep: Class 20 contains 41445 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19304 members 
Mstep: Class 24 contains 192940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821304.000000 Penalty: 80247.148438
Iteration 198Q: 25 clusters Score -9.08213e+07 nChanged 537
Entering ConstructFrom: 
Score: -90821304.000000 Penalty: 80247.148438
Entering ConstructFrom: 
Trying to split cluster 1 (7186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Entering Unmasked Estep 
Score: -794509.562500 Penalty: 2202.212891
	Iteration 0F: 2 clusters Score -794509.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -788693.562500 Penalty: 4404.425781
	Iteration 0F: 3 clusters Score -788693.6 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -790326.125000 Penalty: 4404.425781
	Iteration 1F: 3 clusters Score -790326.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -790692.187500 Penalty: 4404.425781
	Iteration 2F: 3 clusters Score -790692.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -791003.062500 Penalty: 4404.425781
	Iteration 3F: 3 clusters Score -791003.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -791273.625000 Penalty: 4404.425781
	Iteration 4F: 3 clusters Score -791273.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -791502.062500 Penalty: 4404.425781
	Iteration 5F: 3 clusters Score -791502.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -791716.875000 Penalty: 4404.425781
	Iteration 6Q: 3 clusters Score -791716.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -791926.187500 Penalty: 4404.425781
	Iteration 7Q: 3 clusters Score -791926.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -792106.250000 Penalty: 4404.425781
	Iteration 8Q: 3 clusters Score -792106.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -792281.812500 Penalty: 4404.425781
	Iteration 9Q: 3 clusters Score -792281.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -792456.250000 Penalty: 4404.425781
	Iteration 10Q: 3 clusters Score -792456.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -792651.562500 Penalty: 4404.425781
	Iteration 11Q: 3 clusters Score -792651.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -792805.000000 Penalty: 4404.425781
	Iteration 12Q: 3 clusters Score -792805 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -792943.750000 Penalty: 4404.425781
	Iteration 13Q: 3 clusters Score -792943.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -793047.125000 Penalty: 4404.425781
	Iteration 14Q: 3 clusters Score -793047.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -793145.750000 Penalty: 4404.425781
	Iteration 15Q: 3 clusters Score -793145.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -793258.437500 Penalty: 4404.425781
	Iteration 16Q: 3 clusters Score -793258.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -793405.687500 Penalty: 4404.425781
	Iteration 17Q: 3 clusters Score -793405.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -793522.937500 Penalty: 4404.425781
	Iteration 18Q: 3 clusters Score -793522.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -793629.062500 Penalty: 4404.425781
	Iteration 19Q: 3 clusters Score -793629.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -793859.312500 Penalty: 4404.425781
	Iteration 20F: 3 clusters Score -793859.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -794125.375000 Penalty: 4404.425781
	Iteration 21Q: 3 clusters Score -794125.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -794398.500000 Penalty: 4404.425781
	Iteration 22Q: 3 clusters Score -794398.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -794572.062500 Penalty: 4404.425781
	Iteration 23Q: 3 clusters Score -794572.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -794689.312500 Penalty: 4404.425781
	Iteration 24Q: 3 clusters Score -794689.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -794755.687500 Penalty: 4404.425781
	Iteration 25Q: 3 clusters Score -794755.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -794788.562500 Penalty: 4404.425781
	Iteration 26Q: 3 clusters Score -794788.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -794806.437500 Penalty: 4404.425781
	Iteration 27Q: 3 clusters Score -794806.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -794809.125000 Penalty: 4404.425781
	Iteration 28Q: 3 clusters Score -794809.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -794810.562500 Penalty: 4404.425781
	Iteration 29Q: 3 clusters Score -794810.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -794813.562500 Penalty: 4404.425781
	Iteration 30Q: 3 clusters Score -794813.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -794813.625000 Penalty: 4404.425781
	Iteration 31Q: 3 clusters Score -794813.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -794815.375000 Penalty: 4404.425781
	Iteration 32Q: 3 clusters Score -794815.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -794874.125000 Penalty: 4404.425781
	Iteration 33F: 3 clusters Score -794874.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -794897.687500 Penalty: 4404.425781
	Iteration 34Q: 3 clusters Score -794897.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -794908.875000 Penalty: 4404.425781
	Iteration 35Q: 3 clusters Score -794908.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -794912.250000 Penalty: 4404.425781
	Iteration 36Q: 3 clusters Score -794912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -794913.187500 Penalty: 4404.425781
	Iteration 37Q: 3 clusters Score -794913.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -794915.437500 Penalty: 4404.425781
	Iteration 38Q: 3 clusters Score -794915.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -794914.437500 Penalty: 4404.425781
	Iteration 39Q: 3 clusters Score -794914.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -794914.437500 Penalty: 4404.425781
	Iteration 40F: 3 clusters Score -794914.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15395 members 
Mstep: Class 4 contains 36181 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214642 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11571 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13629 members 
Mstep: Class 12 contains 7305 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 26462 members 
Mstep: Class 15 contains 34136 members 
Mstep: Class 16 contains 6594 members 
Mstep: Class 17 contains 60837 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12728 members 
Mstep: Class 20 contains 41433 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19282 members 
Mstep: Class 24 contains 192923 members 
Mstep: Class 25 contains 449 members 
Entering Unmasked Estep 
Score: -90820440.000000 Penalty: 83590.781250
Splitting cluster 1 changes total score from -90821304.000000 to -90820440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -104715.226562 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -104715.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -102867.164062 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -102867.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -103270.218750 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -103270.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -103511.710938 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -103511.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -103620.351562 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -103620.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -103693.164062 Penalty: 3393.970947
	Iteration 4Q: 3 clusters Score -103693.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -103738.601562 Penalty: 3393.970947
	Iteration 5Q: 3 clusters Score -103738.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -103793.398438 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -103793.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -103888.656250 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -103888.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -103993.343750 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -103993.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -104074.585938 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -104074.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -104159.218750 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -104159.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -104210.882812 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -104210.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -104238.375000 Penalty: 3393.970947
	Iteration 12Q: 3 clusters Score -104238.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -104264.335938 Penalty: 3393.970947
	Iteration 13Q: 3 clusters Score -104264.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -104274.859375 Penalty: 3393.970947
	Iteration 14Q: 3 clusters Score -104274.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -104278.351562 Penalty: 3393.970947
	Iteration 15Q: 3 clusters Score -104278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -104280.085938 Penalty: 3393.970947
	Iteration 16Q: 3 clusters Score -104280.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -104284.632812 Penalty: 3393.970947
	Iteration 17Q: 3 clusters Score -104284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -104287.000000 Penalty: 3393.970947
	Iteration 18Q: 3 clusters Score -104287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -104290.593750 Penalty: 3393.970947
	Iteration 19Q: 3 clusters Score -104290.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -104299.109375 Penalty: 3393.970947
	Iteration 20F: 3 clusters Score -104299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -104310.484375 Penalty: 3393.970947
	Iteration 21Q: 3 clusters Score -104310.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -104331.976562 Penalty: 3393.970947
	Iteration 22Q: 3 clusters Score -104332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -104355.109375 Penalty: 3393.970947
	Iteration 23Q: 3 clusters Score -104355.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -104403.921875 Penalty: 3393.970947
	Iteration 24Q: 3 clusters Score -104403.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -104453.625000 Penalty: 3393.970947
	Iteration 25Q: 3 clusters Score -104453.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -104507.789062 Penalty: 3393.970947
	Iteration 26Q: 3 clusters Score -104507.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -104573.625000 Penalty: 3393.970947
	Iteration 27Q: 3 clusters Score -104573.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -104709.843750 Penalty: 3393.970947
	Iteration 28Q: 3 clusters Score -104709.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -104797.164062 Penalty: 3393.970947
	Iteration 29Q: 3 clusters Score -104797.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -104825.187500 Penalty: 3393.970947
	Iteration 30Q: 3 clusters Score -104825.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -104887.195312 Penalty: 3393.970947
	Iteration 31Q: 3 clusters Score -104887.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -104912.757812 Penalty: 3393.970947
	Iteration 32Q: 3 clusters Score -104912.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -104929.820312 Penalty: 3393.970947
	Iteration 33Q: 3 clusters Score -104929.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -104951.781250 Penalty: 3393.970947
	Iteration 34Q: 3 clusters Score -104951.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -104964.835938 Penalty: 3393.970947
	Iteration 35Q: 3 clusters Score -104964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -104967.789062 Penalty: 3393.970947
	Iteration 36Q: 3 clusters Score -104967.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -104972.250000 Penalty: 3393.970947
	Iteration 37Q: 3 clusters Score -104972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -104973.273438 Penalty: 3393.970947
	Iteration 38Q: 3 clusters Score -104973.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -104976.476562 Penalty: 3393.970947
	Iteration 39Q: 3 clusters Score -104976.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -104978.429688 Penalty: 3393.970947
	Iteration 40F: 3 clusters Score -104978.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 15395 members 
Mstep: Class 4 contains 36181 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214642 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11571 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13629 members 
Mstep: Class 12 contains 7305 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 26462 members 
Mstep: Class 15 contains 34136 members 
Mstep: Class 16 contains 6594 members 
Mstep: Class 17 contains 60837 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12728 members 
Mstep: Class 20 contains 41433 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19282 members 
Mstep: Class 24 contains 192923 members 
Mstep: Class 25 contains 322 members 
Entering Unmasked Estep 
Score: -90819872.000000 Penalty: 83590.781250
Splitting cluster 2 changes total score from -90821304.000000 to -90819872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (15395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Entering Unmasked Estep 
Score: -2011184.625000 Penalty: 2391.166016
	Iteration 0F: 2 clusters Score -2011185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2000141.750000 Penalty: 4782.332031
	Iteration 0F: 3 clusters Score -2000142 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2003471.125000 Penalty: 4782.332031
	Iteration 1F: 3 clusters Score -2003471 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2003778.500000 Penalty: 4782.332031
	Iteration 2F: 3 clusters Score -2003778 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2004006.875000 Penalty: 4782.332031
	Iteration 3Q: 3 clusters Score -2004007 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2004189.875000 Penalty: 4782.332031
	Iteration 4Q: 3 clusters Score -2004190 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2004333.125000 Penalty: 4782.332031
	Iteration 5Q: 3 clusters Score -2004333 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2004468.125000 Penalty: 4782.332031
	Iteration 6Q: 3 clusters Score -2004468 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2004594.000000 Penalty: 4782.332031
	Iteration 7Q: 3 clusters Score -2004594 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2004722.500000 Penalty: 4782.332031
	Iteration 8Q: 3 clusters Score -2004722 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2004863.500000 Penalty: 4782.332031
	Iteration 9Q: 3 clusters Score -2004864 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2005025.500000 Penalty: 4782.332031
	Iteration 10Q: 3 clusters Score -2005026 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2005241.750000 Penalty: 4782.332031
	Iteration 11Q: 3 clusters Score -2005242 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2005535.500000 Penalty: 4782.332031
	Iteration 12Q: 3 clusters Score -2005536 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2005879.625000 Penalty: 4782.332031
	Iteration 13Q: 3 clusters Score -2005880 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2006315.625000 Penalty: 4782.332031
	Iteration 14Q: 3 clusters Score -2006316 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2006824.125000 Penalty: 4782.332031
	Iteration 15Q: 3 clusters Score -2006824 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2007361.375000 Penalty: 4782.332031
	Iteration 16Q: 3 clusters Score -2007361 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2007891.625000 Penalty: 4782.332031
	Iteration 17Q: 3 clusters Score -2007892 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2008292.250000 Penalty: 4782.332031
	Iteration 18Q: 3 clusters Score -2008292 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2008573.375000 Penalty: 4782.332031
	Iteration 19Q: 3 clusters Score -2008573 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2008765.000000 Penalty: 4782.332031
	Iteration 20F: 3 clusters Score -2008765 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2008856.125000 Penalty: 4782.332031
	Iteration 21Q: 3 clusters Score -2008856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2008902.375000 Penalty: 4782.332031
	Iteration 22Q: 3 clusters Score -2008902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2008947.875000 Penalty: 4782.332031
	Iteration 23Q: 3 clusters Score -2008948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2008988.375000 Penalty: 4782.332031
	Iteration 24Q: 3 clusters Score -2008988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2009015.375000 Penalty: 4782.332031
	Iteration 25Q: 3 clusters Score -2009015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2009024.625000 Penalty: 4782.332031
	Iteration 26Q: 3 clusters Score -2009025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2009037.625000 Penalty: 4782.332031
	Iteration 27Q: 3 clusters Score -2009038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2009044.000000 Penalty: 4782.332031
	Iteration 28Q: 3 clusters Score -2009044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2009053.875000 Penalty: 4782.332031
	Iteration 29Q: 3 clusters Score -2009054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2009057.125000 Penalty: 4782.332031
	Iteration 30Q: 3 clusters Score -2009057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2009059.875000 Penalty: 4782.332031
	Iteration 31Q: 3 clusters Score -2009060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2009062.750000 Penalty: 4782.332031
	Iteration 32Q: 3 clusters Score -2009063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2009065.875000 Penalty: 4782.332031
	Iteration 33Q: 3 clusters Score -2009066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2009067.250000 Penalty: 4782.332031
	Iteration 34Q: 3 clusters Score -2009067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2009067.250000 Penalty: 4782.332031
	Iteration 35F: 3 clusters Score -2009067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Entering Unmasked Estep 
Score: -4630250.500000 Penalty: 2603.079834
	Iteration 0F: 2 clusters Score -4630250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -4605775.000000 Penalty: 5206.159668
	Iteration 0F: 3 clusters Score -4605775 nChanged 16379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -4614543.000000 Penalty: 5206.159668
	Iteration 1F: 3 clusters Score -4614543 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -4614965.000000 Penalty: 5206.159668
	Iteration 2Q: 3 clusters Score -4614965 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -4615361.000000 Penalty: 5206.159668
	Iteration 3Q: 3 clusters Score -4615361 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -4615767.000000 Penalty: 5206.159668
	Iteration 4Q: 3 clusters Score -4615767 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -4616211.000000 Penalty: 5206.159668
	Iteration 5Q: 3 clusters Score -4616211 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -4616803.500000 Penalty: 5206.159668
	Iteration 6Q: 3 clusters Score -4616804 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -4617632.500000 Penalty: 5206.159668
	Iteration 7Q: 3 clusters Score -4617632 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -4618849.500000 Penalty: 5206.159668
	Iteration 8F: 3 clusters Score -4618850 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -4620402.000000 Penalty: 5206.159668
	Iteration 9F: 3 clusters Score -4620402 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -4622268.000000 Penalty: 5206.159668
	Iteration 10F: 3 clusters Score -4622268 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -4624165.000000 Penalty: 5206.159668
	Iteration 11F: 3 clusters Score -4624165 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -4625742.000000 Penalty: 5206.159668
	Iteration 12Q: 3 clusters Score -4625742 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -4626732.500000 Penalty: 5206.159668
	Iteration 13Q: 3 clusters Score -4626732 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -4627307.000000 Penalty: 5206.159668
	Iteration 14Q: 3 clusters Score -4627307 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -4627601.000000 Penalty: 5206.159668
	Iteration 15Q: 3 clusters Score -4627601 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -4627785.000000 Penalty: 5206.159668
	Iteration 16Q: 3 clusters Score -4627785 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -4627907.000000 Penalty: 5206.159668
	Iteration 17Q: 3 clusters Score -4627907 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -4627966.500000 Penalty: 5206.159668
	Iteration 18Q: 3 clusters Score -4627966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -4628001.500000 Penalty: 5206.159668
	Iteration 19Q: 3 clusters Score -4628002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -4628016.000000 Penalty: 5206.159668
	Iteration 20F: 3 clusters Score -4628016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -4628033.000000 Penalty: 5206.159668
	Iteration 21Q: 3 clusters Score -4628033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -4628039.500000 Penalty: 5206.159668
	Iteration 22Q: 3 clusters Score -4628040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -4628043.000000 Penalty: 5206.159668
	Iteration 23Q: 3 clusters Score -4628043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -4628049.000000 Penalty: 5206.159668
	Iteration 24Q: 3 clusters Score -4628049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -4628055.500000 Penalty: 5206.159668
	Iteration 25Q: 3 clusters Score -4628056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -4628057.000000 Penalty: 5206.159668
	Iteration 26Q: 3 clusters Score -4628057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -4628057.500000 Penalty: 5206.159668
	Iteration 27Q: 3 clusters Score -4628058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -4628059.000000 Penalty: 5206.159668
	Iteration 28Q: 3 clusters Score -4628059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -4628059.500000 Penalty: 5206.159668
	Iteration 29Q: 3 clusters Score -4628060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -4628060.000000 Penalty: 5206.159668
	Iteration 30Q: 3 clusters Score -4628060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -4628061.000000 Penalty: 5206.159668
	Iteration 31Q: 3 clusters Score -4628061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -4628063.000000 Penalty: 5206.159668
	Iteration 32Q: 3 clusters Score -4628063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -4628063.000000 Penalty: 5206.159668
	Iteration 33F: 3 clusters Score -4628063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -113490.718750 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -113490.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -111526.468750 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -111526.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -111976.632812 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -111976.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -112282.585938 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -112282.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112524.156250 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -112524.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -112683.312500 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -112683.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -112788.281250 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -112788.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -112861.390625 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -112861.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112982.625000 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -112982.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -113134.117188 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -113134.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -113235.171875 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -113235.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -113267.882812 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -113267.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -113281.820312 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -113281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -113286.023438 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -113286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -113296.367188 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -113296.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -113302.164062 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -113302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -113306.726562 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -113306.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -113311.078125 Penalty: 3437.525391
	Iteration 16Q: 3 clusters Score -113311.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -113313.007812 Penalty: 3437.525391
	Iteration 17Q: 3 clusters Score -113313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -113313.007812 Penalty: 3437.525391
	Iteration 18F: 3 clusters Score -113313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (214642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214642 members 
Entering Unmasked Estep 
Score: -27992536.000000 Penalty: 3044.628174
	Iteration 0F: 2 clusters Score -2.799254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107155 members 
Mstep: Class 2 contains 107487 members 
Entering Unmasked Estep 
Score: -27854550.000000 Penalty: 6089.256348
	Iteration 0F: 3 clusters Score -2.785455e+07 nChanged 103618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104595 members 
Mstep: Class 2 contains 110047 members 
Entering Unmasked Estep 
Score: -27915710.000000 Penalty: 6089.256348
	Iteration 1F: 3 clusters Score -2.791571e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103126 members 
Mstep: Class 2 contains 111516 members 
Entering Unmasked Estep 
Score: -27917250.000000 Penalty: 6089.256348
	Iteration 2Q: 3 clusters Score -2.791725e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100837 members 
Mstep: Class 2 contains 113805 members 
Entering Unmasked Estep 
Score: -27919260.000000 Penalty: 6089.256348
	Iteration 3Q: 3 clusters Score -2.791926e+07 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97342 members 
Mstep: Class 2 contains 117300 members 
Entering Unmasked Estep 
Score: -27922274.000000 Penalty: 6089.256348
	Iteration 4Q: 3 clusters Score -2.792227e+07 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92244 members 
Mstep: Class 2 contains 122398 members 
Entering Unmasked Estep 
Score: -27926852.000000 Penalty: 6089.256348
	Iteration 5Q: 3 clusters Score -2.792685e+07 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85483 members 
Mstep: Class 2 contains 129159 members 
Entering Unmasked Estep 
Score: -27933590.000000 Penalty: 6089.256348
	Iteration 6F: 3 clusters Score -2.793359e+07 nChanged 12381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77334 members 
Mstep: Class 2 contains 137308 members 
Entering Unmasked Estep 
Score: -27942758.000000 Penalty: 6089.256348
	Iteration 7F: 3 clusters Score -2.794276e+07 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69162 members 
Mstep: Class 2 contains 145480 members 
Entering Unmasked Estep 
Score: -27953214.000000 Penalty: 6089.256348
	Iteration 8F: 3 clusters Score -2.795321e+07 nChanged 12476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62296 members 
Mstep: Class 2 contains 152346 members 
Entering Unmasked Estep 
Score: -27962542.000000 Penalty: 6089.256348
	Iteration 9F: 3 clusters Score -2.796254e+07 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 157468 members 
Entering Unmasked Estep 
Score: -27968168.000000 Penalty: 6089.256348
	Iteration 10Q: 3 clusters Score -2.796817e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 161510 members 
Entering Unmasked Estep 
Score: -27971194.000000 Penalty: 6089.256348
	Iteration 11Q: 3 clusters Score -2.797119e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 165271 members 
Entering Unmasked Estep 
Score: -27972558.000000 Penalty: 6089.256348
	Iteration 12Q: 3 clusters Score -2.797256e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 168902 members 
Entering Unmasked Estep 
Score: -27973706.000000 Penalty: 6089.256348
	Iteration 13Q: 3 clusters Score -2.797371e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 172459 members 
Entering Unmasked Estep 
Score: -27974908.000000 Penalty: 6089.256348
	Iteration 14Q: 3 clusters Score -2.797491e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 176084 members 
Entering Unmasked Estep 
Score: -27975958.000000 Penalty: 6089.256348
	Iteration 15Q: 3 clusters Score -2.797596e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 179677 members 
Entering Unmasked Estep 
Score: -27976920.000000 Penalty: 6089.256348
	Iteration 16Q: 3 clusters Score -2.797692e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 183272 members 
Entering Unmasked Estep 
Score: -27978084.000000 Penalty: 6089.256348
	Iteration 17Q: 3 clusters Score -2.797808e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 186819 members 
Entering Unmasked Estep 
Score: -27979306.000000 Penalty: 6089.256348
	Iteration 18Q: 3 clusters Score -2.797931e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 190222 members 
Entering Unmasked Estep 
Score: -27980472.000000 Penalty: 6089.256348
	Iteration 19Q: 3 clusters Score -2.798047e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 193498 members 
Entering Unmasked Estep 
Score: -27981654.000000 Penalty: 6089.256348
	Iteration 20F: 3 clusters Score -2.798165e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 196680 members 
Entering Unmasked Estep 
Score: -27982662.000000 Penalty: 6089.256348
	Iteration 21Q: 3 clusters Score -2.798266e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 199509 members 
Entering Unmasked Estep 
Score: -27983708.000000 Penalty: 6089.256348
	Iteration 22Q: 3 clusters Score -2.798371e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 202013 members 
Entering Unmasked Estep 
Score: -27984746.000000 Penalty: 6089.256348
	Iteration 23Q: 3 clusters Score -2.798475e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 204255 members 
Entering Unmasked Estep 
Score: -27985740.000000 Penalty: 6089.256348
	Iteration 24Q: 3 clusters Score -2.798574e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 206160 members 
Entering Unmasked Estep 
Score: -27986674.000000 Penalty: 6089.256348
	Iteration 25Q: 3 clusters Score -2.798667e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 207735 members 
Entering Unmasked Estep 
Score: -27987346.000000 Penalty: 6089.256348
	Iteration 26Q: 3 clusters Score -2.798735e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 209036 members 
Entering Unmasked Estep 
Score: -27987878.000000 Penalty: 6089.256348
	Iteration 27Q: 3 clusters Score -2.798788e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 210110 members 
Entering Unmasked Estep 
Score: -27988378.000000 Penalty: 6089.256348
	Iteration 28Q: 3 clusters Score -2.798838e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 210975 members 
Entering Unmasked Estep 
Score: -27988870.000000 Penalty: 6089.256348
	Iteration 29Q: 3 clusters Score -2.798887e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 211621 members 
Entering Unmasked Estep 
Score: -27989190.000000 Penalty: 6089.256348
	Iteration 30Q: 3 clusters Score -2.798919e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 212123 members 
Entering Unmasked Estep 
Score: -27989464.000000 Penalty: 6089.256348
	Iteration 31Q: 3 clusters Score -2.798946e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 212466 members 
Entering Unmasked Estep 
Score: -27989674.000000 Penalty: 6089.256348
	Iteration 32Q: 3 clusters Score -2.798967e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 212700 members 
Entering Unmasked Estep 
Score: -27989764.000000 Penalty: 6089.256348
	Iteration 33Q: 3 clusters Score -2.798976e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 212885 members 
Entering Unmasked Estep 
Score: -27989944.000000 Penalty: 6089.256348
	Iteration 34Q: 3 clusters Score -2.798994e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 213017 members 
Entering Unmasked Estep 
Score: -27990038.000000 Penalty: 6089.256348
	Iteration 35Q: 3 clusters Score -2.799004e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 213132 members 
Entering Unmasked Estep 
Score: -27990040.000000 Penalty: 6089.256348
	Iteration 36Q: 3 clusters Score -2.799004e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 213211 members 
Entering Unmasked Estep 
Score: -27990100.000000 Penalty: 6089.256348
	Iteration 37Q: 3 clusters Score -2.79901e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 213268 members 
Entering Unmasked Estep 
Score: -27990168.000000 Penalty: 6089.256348
	Iteration 38Q: 3 clusters Score -2.799017e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 213298 members 
Entering Unmasked Estep 
Score: -27990176.000000 Penalty: 6089.256348
	Iteration 39Q: 3 clusters Score -2.799018e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 213328 members 
Entering Unmasked Estep 
Score: -27990242.000000 Penalty: 6089.256348
	Iteration 40F: 3 clusters Score -2.799024e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 213365 members 
Entering Unmasked Estep 
Score: -27990284.000000 Penalty: 6089.256348
	Iteration 41Q: 3 clusters Score -2.799028e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 213392 members 
Entering Unmasked Estep 
Score: -27990318.000000 Penalty: 6089.256348
	Iteration 42Q: 3 clusters Score -2.799032e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 213417 members 
Entering Unmasked Estep 
Score: -27990370.000000 Penalty: 6089.256348
	Iteration 43Q: 3 clusters Score -2.799037e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 213431 members 
Entering Unmasked Estep 
Score: -27990390.000000 Penalty: 6089.256348
	Iteration 44Q: 3 clusters Score -2.799039e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 213442 members 
Entering Unmasked Estep 
Score: -27990424.000000 Penalty: 6089.256348
	Iteration 45Q: 3 clusters Score -2.799042e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 213462 members 
Entering Unmasked Estep 
Score: -27990434.000000 Penalty: 6089.256348
	Iteration 46Q: 3 clusters Score -2.799043e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 213471 members 
Entering Unmasked Estep 
Score: -27990458.000000 Penalty: 6089.256348
	Iteration 47Q: 3 clusters Score -2.799046e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 213477 members 
Entering Unmasked Estep 
Score: -27990460.000000 Penalty: 6089.256348
	Iteration 48Q: 3 clusters Score -2.799046e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 213473 members 
Entering Unmasked Estep 
Score: -27990492.000000 Penalty: 6089.256348
	Iteration 49Q: 3 clusters Score -2.799049e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 213474 members 
Entering Unmasked Estep 
Score: -27990534.000000 Penalty: 6089.256348
	Iteration 50Q: 3 clusters Score -2.799053e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 213492 members 
Entering Unmasked Estep 
Score: -27990526.000000 Penalty: 6089.256348
	Iteration 51Q: 3 clusters Score -2.799053e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 213494 members 
Entering Unmasked Estep 
Score: -27990544.000000 Penalty: 6089.256348
	Iteration 52Q: 3 clusters Score -2.799054e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 213501 members 
Entering Unmasked Estep 
Score: -27990530.000000 Penalty: 6089.256348
	Iteration 53Q: 3 clusters Score -2.799053e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 213509 members 
Entering Unmasked Estep 
Score: -27990530.000000 Penalty: 6089.256348
	Iteration 54Q: 3 clusters Score -2.799053e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 213510 members 
Entering Unmasked Estep 
Score: -27990548.000000 Penalty: 6089.256348
	Iteration 55Q: 3 clusters Score -2.799055e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 213520 members 
Entering Unmasked Estep 
Score: -27990558.000000 Penalty: 6089.256348
	Iteration 56Q: 3 clusters Score -2.799056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 213519 members 
Entering Unmasked Estep 
Score: -27990544.000000 Penalty: 6089.256348
	Iteration 57Q: 3 clusters Score -2.799054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 213522 members 
Entering Unmasked Estep 
Score: -27990562.000000 Penalty: 6089.256348
	Iteration 58Q: 3 clusters Score -2.799056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 213518 members 
Entering Unmasked Estep 
Score: -27990562.000000 Penalty: 6089.256348
	Iteration 59Q: 3 clusters Score -2.799056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 213515 members 
Entering Unmasked Estep 
Score: -27990558.000000 Penalty: 6089.256348
	Iteration 60F: 3 clusters Score -2.799056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 213516 members 
Entering Unmasked Estep 
Score: -27990568.000000 Penalty: 6089.256348
	Iteration 61Q: 3 clusters Score -2.799057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 213519 members 
Entering Unmasked Estep 
Score: -27990570.000000 Penalty: 6089.256348
	Iteration 62Q: 3 clusters Score -2.799057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 213523 members 
Entering Unmasked Estep 
Score: -27990574.000000 Penalty: 6089.256348
	Iteration 63Q: 3 clusters Score -2.799057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 213528 members 
Entering Unmasked Estep 
Score: -27990536.000000 Penalty: 6089.256348
	Iteration 64Q: 3 clusters Score -2.799054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 213534 members 
Entering Unmasked Estep 
Score: -27990552.000000 Penalty: 6089.256348
	Iteration 65Q: 3 clusters Score -2.799055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 213532 members 
Entering Unmasked Estep 
Score: -27990554.000000 Penalty: 6089.256348
	Iteration 66Q: 3 clusters Score -2.799055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 213528 members 
Entering Unmasked Estep 
Score: -27990566.000000 Penalty: 6089.256348
	Iteration 67Q: 3 clusters Score -2.799057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 213529 members 
Entering Unmasked Estep 
Score: -27990570.000000 Penalty: 6089.256348
	Iteration 68Q: 3 clusters Score -2.799057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 213523 members 
Entering Unmasked Estep 
Score: -27990594.000000 Penalty: 6089.256348
	Iteration 69Q: 3 clusters Score -2.799059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 213519 members 
Entering Unmasked Estep 
Score: -27990596.000000 Penalty: 6089.256348
	Iteration 70Q: 3 clusters Score -2.79906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 213518 members 
Entering Unmasked Estep 
Score: -27990604.000000 Penalty: 6089.256348
	Iteration 71Q: 3 clusters Score -2.79906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 213519 members 
Entering Unmasked Estep 
Score: -27990610.000000 Penalty: 6089.256348
	Iteration 72Q: 3 clusters Score -2.799061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 213513 members 
Entering Unmasked Estep 
Score: -27990632.000000 Penalty: 6089.256348
	Iteration 73Q: 3 clusters Score -2.799063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 213504 members 
Entering Unmasked Estep 
Score: -27990632.000000 Penalty: 6089.256348
	Iteration 74Q: 3 clusters Score -2.799063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 213499 members 
Entering Unmasked Estep 
Score: -27990644.000000 Penalty: 6089.256348
	Iteration 75Q: 3 clusters Score -2.799064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 213493 members 
Entering Unmasked Estep 
Score: -27990642.000000 Penalty: 6089.256348
	Iteration 76Q: 3 clusters Score -2.799064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 213490 members 
Entering Unmasked Estep 
Score: -27990646.000000 Penalty: 6089.256348
	Iteration 77Q: 3 clusters Score -2.799065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 213490 members 
Entering Unmasked Estep 
Score: -27990626.000000 Penalty: 6089.256348
	Iteration 78Q: 3 clusters Score -2.799063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 213492 members 
Entering Unmasked Estep 
Score: -27990638.000000 Penalty: 6089.256348
	Iteration 79Q: 3 clusters Score -2.799064e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 213484 members 
Entering Unmasked Estep 
Score: -27990630.000000 Penalty: 6089.256348
	Iteration 80F: 3 clusters Score -2.799063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 213484 members 
Entering Unmasked Estep 
Score: -27990648.000000 Penalty: 6089.256348
	Iteration 81Q: 3 clusters Score -2.799065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 213486 members 
Entering Unmasked Estep 
Score: -27990638.000000 Penalty: 6089.256348
	Iteration 82Q: 3 clusters Score -2.799064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 213480 members 
Entering Unmasked Estep 
Score: -27990648.000000 Penalty: 6089.256348
	Iteration 83Q: 3 clusters Score -2.799065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 213465 members 
Entering Unmasked Estep 
Score: -27990666.000000 Penalty: 6089.256348
	Iteration 84Q: 3 clusters Score -2.799067e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 213456 members 
Entering Unmasked Estep 
Score: -27990668.000000 Penalty: 6089.256348
	Iteration 85Q: 3 clusters Score -2.799067e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 213442 members 
Entering Unmasked Estep 
Score: -27990688.000000 Penalty: 6089.256348
	Iteration 86Q: 3 clusters Score -2.799069e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 213440 members 
Entering Unmasked Estep 
Score: -27990704.000000 Penalty: 6089.256348
	Iteration 87Q: 3 clusters Score -2.79907e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 213441 members 
Entering Unmasked Estep 
Score: -27990708.000000 Penalty: 6089.256348
	Iteration 88Q: 3 clusters Score -2.799071e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 213445 members 
Entering Unmasked Estep 
Score: -27990710.000000 Penalty: 6089.256348
	Iteration 89Q: 3 clusters Score -2.799071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 213447 members 
Entering Unmasked Estep 
Score: -27990714.000000 Penalty: 6089.256348
	Iteration 90Q: 3 clusters Score -2.799071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 213445 members 
Entering Unmasked Estep 
Score: -27990724.000000 Penalty: 6089.256348
	Iteration 91Q: 3 clusters Score -2.799072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 213434 members 
Entering Unmasked Estep 
Score: -27990712.000000 Penalty: 6089.256348
	Iteration 92Q: 3 clusters Score -2.799071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 213421 members 
Entering Unmasked Estep 
Score: -27990726.000000 Penalty: 6089.256348
	Iteration 93Q: 3 clusters Score -2.799073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 213410 members 
Entering Unmasked Estep 
Score: -27990748.000000 Penalty: 6089.256348
	Iteration 94Q: 3 clusters Score -2.799075e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 213403 members 
Entering Unmasked Estep 
Score: -27990776.000000 Penalty: 6089.256348
	Iteration 95Q: 3 clusters Score -2.799078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 213396 members 
Entering Unmasked Estep 
Score: -27990802.000000 Penalty: 6089.256348
	Iteration 96Q: 3 clusters Score -2.79908e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 213389 members 
Entering Unmasked Estep 
Score: -27990778.000000 Penalty: 6089.256348
	Iteration 97Q: 3 clusters Score -2.799078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 213381 members 
Entering Unmasked Estep 
Score: -27990780.000000 Penalty: 6089.256348
	Iteration 98Q: 3 clusters Score -2.799078e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 213374 members 
Entering Unmasked Estep 
Score: -27990830.000000 Penalty: 6089.256348
	Iteration 99Q: 3 clusters Score -2.799083e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 213363 members 
Entering Unmasked Estep 
Score: -27990818.000000 Penalty: 6089.256348
	Iteration 100F: 3 clusters Score -2.799082e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 213357 members 
Entering Unmasked Estep 
Score: -27990842.000000 Penalty: 6089.256348
	Iteration 101Q: 3 clusters Score -2.799084e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 213353 members 
Entering Unmasked Estep 
Score: -27990836.000000 Penalty: 6089.256348
	Iteration 102Q: 3 clusters Score -2.799084e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 213350 members 
Entering Unmasked Estep 
Score: -27990834.000000 Penalty: 6089.256348
	Iteration 103Q: 3 clusters Score -2.799083e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 213345 members 
Entering Unmasked Estep 
Score: -27990852.000000 Penalty: 6089.256348
	Iteration 104Q: 3 clusters Score -2.799085e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 213338 members 
Entering Unmasked Estep 
Score: -27990870.000000 Penalty: 6089.256348
	Iteration 105Q: 3 clusters Score -2.799087e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 213330 members 
Entering Unmasked Estep 
Score: -27990890.000000 Penalty: 6089.256348
	Iteration 106Q: 3 clusters Score -2.799089e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 213324 members 
Entering Unmasked Estep 
Score: -27990900.000000 Penalty: 6089.256348
	Iteration 107Q: 3 clusters Score -2.79909e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 213314 members 
Entering Unmasked Estep 
Score: -27990926.000000 Penalty: 6089.256348
	Iteration 108Q: 3 clusters Score -2.799093e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 213309 members 
Entering Unmasked Estep 
Score: -27990922.000000 Penalty: 6089.256348
	Iteration 109Q: 3 clusters Score -2.799092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 213299 members 
Entering Unmasked Estep 
Score: -27990934.000000 Penalty: 6089.256348
	Iteration 110Q: 3 clusters Score -2.799093e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 213288 members 
Entering Unmasked Estep 
Score: -27990978.000000 Penalty: 6089.256348
	Iteration 111Q: 3 clusters Score -2.799098e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 213265 members 
Entering Unmasked Estep 
Score: -27991006.000000 Penalty: 6089.256348
	Iteration 112Q: 3 clusters Score -2.799101e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 213258 members 
Entering Unmasked Estep 
Score: -27991012.000000 Penalty: 6089.256348
	Iteration 113Q: 3 clusters Score -2.799101e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 213239 members 
Entering Unmasked Estep 
Score: -27991060.000000 Penalty: 6089.256348
	Iteration 114Q: 3 clusters Score -2.799106e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 213227 members 
Entering Unmasked Estep 
Score: -27991054.000000 Penalty: 6089.256348
	Iteration 115Q: 3 clusters Score -2.799105e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 213215 members 
Entering Unmasked Estep 
Score: -27991064.000000 Penalty: 6089.256348
	Iteration 116Q: 3 clusters Score -2.799106e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 213192 members 
Entering Unmasked Estep 
Score: -27991084.000000 Penalty: 6089.256348
	Iteration 117Q: 3 clusters Score -2.799108e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 213167 members 
Entering Unmasked Estep 
Score: -27991104.000000 Penalty: 6089.256348
	Iteration 118Q: 3 clusters Score -2.79911e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 213155 members 
Entering Unmasked Estep 
Score: -27991150.000000 Penalty: 6089.256348
	Iteration 119Q: 3 clusters Score -2.799115e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 213152 members 
Entering Unmasked Estep 
Score: -27991162.000000 Penalty: 6089.256348
	Iteration 120F: 3 clusters Score -2.799116e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 213157 members 
Entering Unmasked Estep 
Score: -27991168.000000 Penalty: 6089.256348
	Iteration 121Q: 3 clusters Score -2.799117e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 213152 members 
Entering Unmasked Estep 
Score: -27991180.000000 Penalty: 6089.256348
	Iteration 122Q: 3 clusters Score -2.799118e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 213139 members 
Entering Unmasked Estep 
Score: -27991158.000000 Penalty: 6089.256348
	Iteration 123Q: 3 clusters Score -2.799116e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 213128 members 
Entering Unmasked Estep 
Score: -27991182.000000 Penalty: 6089.256348
	Iteration 124Q: 3 clusters Score -2.799118e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 213128 members 
Entering Unmasked Estep 
Score: -27991184.000000 Penalty: 6089.256348
	Iteration 125Q: 3 clusters Score -2.799118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 213120 members 
Entering Unmasked Estep 
Score: -27991176.000000 Penalty: 6089.256348
	Iteration 126Q: 3 clusters Score -2.799118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 213114 members 
Entering Unmasked Estep 
Score: -27991174.000000 Penalty: 6089.256348
	Iteration 127Q: 3 clusters Score -2.799117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 213109 members 
Entering Unmasked Estep 
Score: -27991178.000000 Penalty: 6089.256348
	Iteration 128Q: 3 clusters Score -2.799118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 213102 members 
Entering Unmasked Estep 
Score: -27991166.000000 Penalty: 6089.256348
	Iteration 129Q: 3 clusters Score -2.799117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 213096 members 
Entering Unmasked Estep 
Score: -27991186.000000 Penalty: 6089.256348
	Iteration 130Q: 3 clusters Score -2.799119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 213090 members 
Entering Unmasked Estep 
Score: -27991190.000000 Penalty: 6089.256348
	Iteration 131Q: 3 clusters Score -2.799119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 213081 members 
Entering Unmasked Estep 
Score: -27991218.000000 Penalty: 6089.256348
	Iteration 132Q: 3 clusters Score -2.799122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 213073 members 
Entering Unmasked Estep 
Score: -27991210.000000 Penalty: 6089.256348
	Iteration 133Q: 3 clusters Score -2.799121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 213061 members 
Entering Unmasked Estep 
Score: -27991224.000000 Penalty: 6089.256348
	Iteration 134Q: 3 clusters Score -2.799122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 213055 members 
Entering Unmasked Estep 
Score: -27991230.000000 Penalty: 6089.256348
	Iteration 135Q: 3 clusters Score -2.799123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 213045 members 
Entering Unmasked Estep 
Score: -27991226.000000 Penalty: 6089.256348
	Iteration 136Q: 3 clusters Score -2.799123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 213029 members 
Entering Unmasked Estep 
Score: -27991222.000000 Penalty: 6089.256348
	Iteration 137Q: 3 clusters Score -2.799122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 213015 members 
Entering Unmasked Estep 
Score: -27991228.000000 Penalty: 6089.256348
	Iteration 138Q: 3 clusters Score -2.799123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 213007 members 
Entering Unmasked Estep 
Score: -27991234.000000 Penalty: 6089.256348
	Iteration 139Q: 3 clusters Score -2.799123e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 212998 members 
Entering Unmasked Estep 
Score: -27991288.000000 Penalty: 6089.256348
	Iteration 140F: 3 clusters Score -2.799129e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 212984 members 
Entering Unmasked Estep 
Score: -27991280.000000 Penalty: 6089.256348
	Iteration 141Q: 3 clusters Score -2.799128e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 212969 members 
Entering Unmasked Estep 
Score: -27991296.000000 Penalty: 6089.256348
	Iteration 142Q: 3 clusters Score -2.79913e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 212957 members 
Entering Unmasked Estep 
Score: -27991324.000000 Penalty: 6089.256348
	Iteration 143Q: 3 clusters Score -2.799132e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 212953 members 
Entering Unmasked Estep 
Score: -27991314.000000 Penalty: 6089.256348
	Iteration 144Q: 3 clusters Score -2.799131e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 212939 members 
Entering Unmasked Estep 
Score: -27991308.000000 Penalty: 6089.256348
	Iteration 145Q: 3 clusters Score -2.799131e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 212926 members 
Entering Unmasked Estep 
Score: -27991342.000000 Penalty: 6089.256348
	Iteration 146Q: 3 clusters Score -2.799134e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 212913 members 
Entering Unmasked Estep 
Score: -27991364.000000 Penalty: 6089.256348
	Iteration 147Q: 3 clusters Score -2.799136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 212915 members 
Entering Unmasked Estep 
Score: -27991350.000000 Penalty: 6089.256348
	Iteration 148Q: 3 clusters Score -2.799135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 212911 members 
Entering Unmasked Estep 
Score: -27991366.000000 Penalty: 6089.256348
	Iteration 149Q: 3 clusters Score -2.799137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 212909 members 
Entering Unmasked Estep 
Score: -27991362.000000 Penalty: 6089.256348
	Iteration 150Q: 3 clusters Score -2.799136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 212904 members 
Entering Unmasked Estep 
Score: -27991378.000000 Penalty: 6089.256348
	Iteration 151Q: 3 clusters Score -2.799138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 212903 members 
Entering Unmasked Estep 
Score: -27991364.000000 Penalty: 6089.256348
	Iteration 152Q: 3 clusters Score -2.799136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 212898 members 
Entering Unmasked Estep 
Score: -27991362.000000 Penalty: 6089.256348
	Iteration 153Q: 3 clusters Score -2.799136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 212891 members 
Entering Unmasked Estep 
Score: -27991346.000000 Penalty: 6089.256348
	Iteration 154Q: 3 clusters Score -2.799135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 212884 members 
Entering Unmasked Estep 
Score: -27991336.000000 Penalty: 6089.256348
	Iteration 155Q: 3 clusters Score -2.799134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 212875 members 
Entering Unmasked Estep 
Score: -27991348.000000 Penalty: 6089.256348
	Iteration 156Q: 3 clusters Score -2.799135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 212873 members 
Entering Unmasked Estep 
Score: -27991338.000000 Penalty: 6089.256348
	Iteration 157Q: 3 clusters Score -2.799134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 212862 members 
Entering Unmasked Estep 
Score: -27991356.000000 Penalty: 6089.256348
	Iteration 158Q: 3 clusters Score -2.799136e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 212851 members 
Entering Unmasked Estep 
Score: -27991352.000000 Penalty: 6089.256348
	Iteration 159Q: 3 clusters Score -2.799135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 212845 members 
Entering Unmasked Estep 
Score: -27991358.000000 Penalty: 6089.256348
	Iteration 160F: 3 clusters Score -2.799136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 212839 members 
Entering Unmasked Estep 
Score: -27991366.000000 Penalty: 6089.256348
	Iteration 161Q: 3 clusters Score -2.799137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 212830 members 
Entering Unmasked Estep 
Score: -27991384.000000 Penalty: 6089.256348
	Iteration 162Q: 3 clusters Score -2.799138e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 212817 members 
Entering Unmasked Estep 
Score: -27991404.000000 Penalty: 6089.256348
	Iteration 163Q: 3 clusters Score -2.79914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 212805 members 
Entering Unmasked Estep 
Score: -27991410.000000 Penalty: 6089.256348
	Iteration 164Q: 3 clusters Score -2.799141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 212800 members 
Entering Unmasked Estep 
Score: -27991420.000000 Penalty: 6089.256348
	Iteration 165Q: 3 clusters Score -2.799142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 212795 members 
Entering Unmasked Estep 
Score: -27991430.000000 Penalty: 6089.256348
	Iteration 166Q: 3 clusters Score -2.799143e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 212787 members 
Entering Unmasked Estep 
Score: -27991444.000000 Penalty: 6089.256348
	Iteration 167Q: 3 clusters Score -2.799144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 212780 members 
Entering Unmasked Estep 
Score: -27991438.000000 Penalty: 6089.256348
	Iteration 168Q: 3 clusters Score -2.799144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 212774 members 
Entering Unmasked Estep 
Score: -27991464.000000 Penalty: 6089.256348
	Iteration 169Q: 3 clusters Score -2.799146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 212767 members 
Entering Unmasked Estep 
Score: -27991448.000000 Penalty: 6089.256348
	Iteration 170Q: 3 clusters Score -2.799145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 212759 members 
Entering Unmasked Estep 
Score: -27991446.000000 Penalty: 6089.256348
	Iteration 171Q: 3 clusters Score -2.799145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 212746 members 
Entering Unmasked Estep 
Score: -27991444.000000 Penalty: 6089.256348
	Iteration 172Q: 3 clusters Score -2.799144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 212734 members 
Entering Unmasked Estep 
Score: -27991452.000000 Penalty: 6089.256348
	Iteration 173Q: 3 clusters Score -2.799145e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 212722 members 
Entering Unmasked Estep 
Score: -27991458.000000 Penalty: 6089.256348
	Iteration 174Q: 3 clusters Score -2.799146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 212716 members 
Entering Unmasked Estep 
Score: -27991468.000000 Penalty: 6089.256348
	Iteration 175Q: 3 clusters Score -2.799147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 212707 members 
Entering Unmasked Estep 
Score: -27991460.000000 Penalty: 6089.256348
	Iteration 176Q: 3 clusters Score -2.799146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 212695 members 
Entering Unmasked Estep 
Score: -27991454.000000 Penalty: 6089.256348
	Iteration 177Q: 3 clusters Score -2.799145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 212693 members 
Entering Unmasked Estep 
Score: -27991472.000000 Penalty: 6089.256348
	Iteration 178Q: 3 clusters Score -2.799147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 212688 members 
Entering Unmasked Estep 
Score: -27991480.000000 Penalty: 6089.256348
	Iteration 179Q: 3 clusters Score -2.799148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 212685 members 
Entering Unmasked Estep 
Score: -27991478.000000 Penalty: 6089.256348
	Iteration 180F: 3 clusters Score -2.799148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 212686 members 
Entering Unmasked Estep 
Score: -27991460.000000 Penalty: 6089.256348
	Iteration 181Q: 3 clusters Score -2.799146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 212684 members 
Entering Unmasked Estep 
Score: -27991474.000000 Penalty: 6089.256348
	Iteration 182Q: 3 clusters Score -2.799147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 212683 members 
Entering Unmasked Estep 
Score: -27991476.000000 Penalty: 6089.256348
	Iteration 183Q: 3 clusters Score -2.799148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 212683 members 
Entering Unmasked Estep 
Score: -27991476.000000 Penalty: 6089.256348
	Iteration 184F: 3 clusters Score -2.799148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -39392.414062 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -39392.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38118.902344 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -38118.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38454.472656 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -38454.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38616.585938 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -38616.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38822.320312 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -38822.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38935.117188 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -38935.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39016.105469 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -39016.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -39109.375000 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -39109.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39161.292969 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -39161.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39190.812500 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -39190.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39202.410156 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -39202.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39211.816406 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -39211.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39211.816406 Penalty: 2952.808594
	Iteration 11F: 3 clusters Score -39211.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -59548.601562 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -59548.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58075.472656 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -58075.47 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -58287.296875 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -58287.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58327.992188 Penalty: 3072.425049
	Iteration 2Q: 3 clusters Score -58327.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58354.113281 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -58354.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58365.871094 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -58365.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58368.609375 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -58368.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58368.609375 Penalty: 3072.425049
	Iteration 6F: 3 clusters Score -58368.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Entering Unmasked Estep 
Score: -1530323.000000 Penalty: 2320.351807
	Iteration 0F: 2 clusters Score -1530323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1521661.875000 Penalty: 4640.703613
	Iteration 0F: 3 clusters Score -1521662 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1524209.375000 Penalty: 4640.703613
	Iteration 1F: 3 clusters Score -1524209 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1524514.375000 Penalty: 4640.703613
	Iteration 2F: 3 clusters Score -1524514 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1524715.875000 Penalty: 4640.703613
	Iteration 3Q: 3 clusters Score -1524716 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1524869.750000 Penalty: 4640.703613
	Iteration 4Q: 3 clusters Score -1524870 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1524980.375000 Penalty: 4640.703613
	Iteration 5Q: 3 clusters Score -1524980 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1525056.750000 Penalty: 4640.703613
	Iteration 6Q: 3 clusters Score -1525057 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1525118.875000 Penalty: 4640.703613
	Iteration 7Q: 3 clusters Score -1525119 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1525182.750000 Penalty: 4640.703613
	Iteration 8Q: 3 clusters Score -1525183 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1525247.000000 Penalty: 4640.703613
	Iteration 9Q: 3 clusters Score -1525247 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1525307.250000 Penalty: 4640.703613
	Iteration 10Q: 3 clusters Score -1525307 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1525364.750000 Penalty: 4640.703613
	Iteration 11Q: 3 clusters Score -1525365 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1525418.375000 Penalty: 4640.703613
	Iteration 12Q: 3 clusters Score -1525418 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1525479.500000 Penalty: 4640.703613
	Iteration 13Q: 3 clusters Score -1525480 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1525565.250000 Penalty: 4640.703613
	Iteration 14Q: 3 clusters Score -1525565 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1525660.125000 Penalty: 4640.703613
	Iteration 15Q: 3 clusters Score -1525660 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1525796.500000 Penalty: 4640.703613
	Iteration 16Q: 3 clusters Score -1525796 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1525980.500000 Penalty: 4640.703613
	Iteration 17Q: 3 clusters Score -1525980 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1526192.125000 Penalty: 4640.703613
	Iteration 18Q: 3 clusters Score -1526192 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1526451.250000 Penalty: 4640.703613
	Iteration 19Q: 3 clusters Score -1526451 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1526752.250000 Penalty: 4640.703613
	Iteration 20F: 3 clusters Score -1526752 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1527159.000000 Penalty: 4640.703613
	Iteration 21Q: 3 clusters Score -1527159 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1527508.875000 Penalty: 4640.703613
	Iteration 22Q: 3 clusters Score -1527509 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1527751.000000 Penalty: 4640.703613
	Iteration 23Q: 3 clusters Score -1527751 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1527923.000000 Penalty: 4640.703613
	Iteration 24Q: 3 clusters Score -1527923 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1528049.250000 Penalty: 4640.703613
	Iteration 25Q: 3 clusters Score -1528049 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1528125.125000 Penalty: 4640.703613
	Iteration 26Q: 3 clusters Score -1528125 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1528187.250000 Penalty: 4640.703613
	Iteration 27Q: 3 clusters Score -1528187 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1528228.625000 Penalty: 4640.703613
	Iteration 28Q: 3 clusters Score -1528229 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1528254.750000 Penalty: 4640.703613
	Iteration 29Q: 3 clusters Score -1528255 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1528277.125000 Penalty: 4640.703613
	Iteration 30Q: 3 clusters Score -1528277 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1528285.500000 Penalty: 4640.703613
	Iteration 31Q: 3 clusters Score -1528286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1528290.125000 Penalty: 4640.703613
	Iteration 32Q: 3 clusters Score -1528290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1528297.125000 Penalty: 4640.703613
	Iteration 33Q: 3 clusters Score -1528297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1528302.625000 Penalty: 4640.703613
	Iteration 34Q: 3 clusters Score -1528303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1528307.625000 Penalty: 4640.703613
	Iteration 35Q: 3 clusters Score -1528308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1528313.750000 Penalty: 4640.703613
	Iteration 36Q: 3 clusters Score -1528314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1528320.750000 Penalty: 4640.703613
	Iteration 37Q: 3 clusters Score -1528321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1528319.875000 Penalty: 4640.703613
	Iteration 38Q: 3 clusters Score -1528320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1528326.625000 Penalty: 4640.703613
	Iteration 39Q: 3 clusters Score -1528327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1528327.125000 Penalty: 4640.703613
	Iteration 40F: 3 clusters Score -1528327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1528331.250000 Penalty: 4640.703613
	Iteration 41Q: 3 clusters Score -1528331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1528332.375000 Penalty: 4640.703613
	Iteration 42Q: 3 clusters Score -1528332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1528339.000000 Penalty: 4640.703613
	Iteration 43Q: 3 clusters Score -1528339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1528344.625000 Penalty: 4640.703613
	Iteration 44Q: 3 clusters Score -1528345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1528351.750000 Penalty: 4640.703613
	Iteration 45Q: 3 clusters Score -1528352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1528353.625000 Penalty: 4640.703613
	Iteration 46Q: 3 clusters Score -1528354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1528351.500000 Penalty: 4640.703613
	Iteration 47Q: 3 clusters Score -1528352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1528353.875000 Penalty: 4640.703613
	Iteration 48Q: 3 clusters Score -1528354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1528358.875000 Penalty: 4640.703613
	Iteration 49Q: 3 clusters Score -1528359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1528360.875000 Penalty: 4640.703613
	Iteration 50Q: 3 clusters Score -1528361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1528360.500000 Penalty: 4640.703613
	Iteration 51Q: 3 clusters Score -1528360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1528359.875000 Penalty: 4640.703613
	Iteration 52Q: 3 clusters Score -1528360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1528358.750000 Penalty: 4640.703613
	Iteration 53Q: 3 clusters Score -1528359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1528365.125000 Penalty: 4640.703613
	Iteration 54Q: 3 clusters Score -1528365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1528366.875000 Penalty: 4640.703613
	Iteration 55Q: 3 clusters Score -1528367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1528367.125000 Penalty: 4640.703613
	Iteration 56Q: 3 clusters Score -1528367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1528366.125000 Penalty: 4640.703613
	Iteration 57Q: 3 clusters Score -1528366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1528369.125000 Penalty: 4640.703613
	Iteration 58Q: 3 clusters Score -1528369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1528369.250000 Penalty: 4640.703613
	Iteration 59Q: 3 clusters Score -1528369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1528367.125000 Penalty: 4640.703613
	Iteration 60F: 3 clusters Score -1528367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -185370.203125 Penalty: 1829.684204
	Iteration 0F: 2 clusters Score -185370.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -183050.984375 Penalty: 3659.368408
	Iteration 0F: 3 clusters Score -183051 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -183450.781250 Penalty: 3659.368408
	Iteration 1F: 3 clusters Score -183450.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -183592.781250 Penalty: 3659.368408
	Iteration 2F: 3 clusters Score -183592.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -183700.468750 Penalty: 3659.368408
	Iteration 3Q: 3 clusters Score -183700.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -183780.000000 Penalty: 3659.368408
	Iteration 4Q: 3 clusters Score -183780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -183830.843750 Penalty: 3659.368408
	Iteration 5Q: 3 clusters Score -183830.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -183864.375000 Penalty: 3659.368408
	Iteration 6Q: 3 clusters Score -183864.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -183912.671875 Penalty: 3659.368408
	Iteration 7Q: 3 clusters Score -183912.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -183970.453125 Penalty: 3659.368408
	Iteration 8Q: 3 clusters Score -183970.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -184008.843750 Penalty: 3659.368408
	Iteration 9Q: 3 clusters Score -184008.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -184044.953125 Penalty: 3659.368408
	Iteration 10Q: 3 clusters Score -184045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -184071.859375 Penalty: 3659.368408
	Iteration 11Q: 3 clusters Score -184071.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -184090.515625 Penalty: 3659.368408
	Iteration 12Q: 3 clusters Score -184090.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -184103.437500 Penalty: 3659.368408
	Iteration 13Q: 3 clusters Score -184103.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -184113.968750 Penalty: 3659.368408
	Iteration 14Q: 3 clusters Score -184114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -184118.312500 Penalty: 3659.368408
	Iteration 15Q: 3 clusters Score -184118.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -184121.187500 Penalty: 3659.368408
	Iteration 16Q: 3 clusters Score -184121.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -184122.609375 Penalty: 3659.368408
	Iteration 17Q: 3 clusters Score -184122.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -184124.953125 Penalty: 3659.368408
	Iteration 18Q: 3 clusters Score -184125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -184126.687500 Penalty: 3659.368408
	Iteration 19Q: 3 clusters Score -184126.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -184133.703125 Penalty: 3659.368408
	Iteration 20F: 3 clusters Score -184133.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -184147.187500 Penalty: 3659.368408
	Iteration 21Q: 3 clusters Score -184147.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -184154.687500 Penalty: 3659.368408
	Iteration 22Q: 3 clusters Score -184154.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -184161.343750 Penalty: 3659.368408
	Iteration 23Q: 3 clusters Score -184161.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -184166.375000 Penalty: 3659.368408
	Iteration 24Q: 3 clusters Score -184166.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -184175.218750 Penalty: 3659.368408
	Iteration 25Q: 3 clusters Score -184175.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -184188.234375 Penalty: 3659.368408
	Iteration 26Q: 3 clusters Score -184188.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -184196.437500 Penalty: 3659.368408
	Iteration 27Q: 3 clusters Score -184196.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -184206.609375 Penalty: 3659.368408
	Iteration 28Q: 3 clusters Score -184206.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -184215.875000 Penalty: 3659.368408
	Iteration 29Q: 3 clusters Score -184215.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -184221.796875 Penalty: 3659.368408
	Iteration 30Q: 3 clusters Score -184221.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -184226.234375 Penalty: 3659.368408
	Iteration 31Q: 3 clusters Score -184226.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -184228.937500 Penalty: 3659.368408
	Iteration 32Q: 3 clusters Score -184228.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -184229.593750 Penalty: 3659.368408
	Iteration 33Q: 3 clusters Score -184229.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -184230.406250 Penalty: 3659.368408
	Iteration 34Q: 3 clusters Score -184230.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -184230.406250 Penalty: 3659.368408
	Iteration 35F: 3 clusters Score -184230.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Entering Unmasked Estep 
Score: -1782832.625000 Penalty: 2360.948730
	Iteration 0F: 2 clusters Score -1782833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1772829.500000 Penalty: 4721.897461
	Iteration 0F: 3 clusters Score -1772830 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1775947.125000 Penalty: 4721.897461
	Iteration 1F: 3 clusters Score -1775947 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1776285.125000 Penalty: 4721.897461
	Iteration 2F: 3 clusters Score -1776285 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1776651.500000 Penalty: 4721.897461
	Iteration 3F: 3 clusters Score -1776652 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1777047.750000 Penalty: 4721.897461
	Iteration 4F: 3 clusters Score -1777048 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1777470.000000 Penalty: 4721.897461
	Iteration 5F: 3 clusters Score -1777470 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1777964.250000 Penalty: 4721.897461
	Iteration 6F: 3 clusters Score -1777964 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1778631.125000 Penalty: 4721.897461
	Iteration 7F: 3 clusters Score -1778631 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1779461.750000 Penalty: 4721.897461
	Iteration 8F: 3 clusters Score -1779462 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1780424.250000 Penalty: 4721.897461
	Iteration 9F: 3 clusters Score -1780424 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1781432.125000 Penalty: 4721.897461
	Iteration 10F: 3 clusters Score -1781432 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1782259.000000 Penalty: 4721.897461
	Iteration 11F: 3 clusters Score -1782259 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1782752.250000 Penalty: 4721.897461
	Iteration 12Q: 3 clusters Score -1782752 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1782993.625000 Penalty: 4721.897461
	Iteration 13Q: 3 clusters Score -1782994 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1783093.000000 Penalty: 4721.897461
	Iteration 14Q: 3 clusters Score -1783093 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1783160.250000 Penalty: 4721.897461
	Iteration 15Q: 3 clusters Score -1783160 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1783200.125000 Penalty: 4721.897461
	Iteration 16Q: 3 clusters Score -1783200 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1783228.375000 Penalty: 4721.897461
	Iteration 17Q: 3 clusters Score -1783228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1783240.250000 Penalty: 4721.897461
	Iteration 18Q: 3 clusters Score -1783240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1783253.625000 Penalty: 4721.897461
	Iteration 19Q: 3 clusters Score -1783254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1783264.875000 Penalty: 4721.897461
	Iteration 20F: 3 clusters Score -1783265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1783270.500000 Penalty: 4721.897461
	Iteration 21Q: 3 clusters Score -1783270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1783280.000000 Penalty: 4721.897461
	Iteration 22Q: 3 clusters Score -1783280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1783278.750000 Penalty: 4721.897461
	Iteration 23Q: 3 clusters Score -1783279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1783283.000000 Penalty: 4721.897461
	Iteration 24Q: 3 clusters Score -1783283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1783288.750000 Penalty: 4721.897461
	Iteration 25Q: 3 clusters Score -1783289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1783291.875000 Penalty: 4721.897461
	Iteration 26Q: 3 clusters Score -1783292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1783293.375000 Penalty: 4721.897461
	Iteration 27Q: 3 clusters Score -1783293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1783294.625000 Penalty: 4721.897461
	Iteration 28Q: 3 clusters Score -1783295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1783290.625000 Penalty: 4721.897461
	Iteration 29Q: 3 clusters Score -1783291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1783291.375000 Penalty: 4721.897461
	Iteration 30Q: 3 clusters Score -1783291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1783289.500000 Penalty: 4721.897461
	Iteration 31Q: 3 clusters Score -1783290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1783292.250000 Penalty: 4721.897461
	Iteration 32Q: 3 clusters Score -1783292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1783289.125000 Penalty: 4721.897461
	Iteration 33Q: 3 clusters Score -1783289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1783289.875000 Penalty: 4721.897461
	Iteration 34Q: 3 clusters Score -1783290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1783286.750000 Penalty: 4721.897461
	Iteration 35Q: 3 clusters Score -1783287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1783289.000000 Penalty: 4721.897461
	Iteration 36Q: 3 clusters Score -1783289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1783286.125000 Penalty: 4721.897461
	Iteration 37Q: 3 clusters Score -1783286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1783288.875000 Penalty: 4721.897461
	Iteration 38Q: 3 clusters Score -1783289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1783293.500000 Penalty: 4721.897461
	Iteration 39Q: 3 clusters Score -1783294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1783292.375000 Penalty: 4721.897461
	Iteration 40F: 3 clusters Score -1783292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1783295.625000 Penalty: 4721.897461
	Iteration 41Q: 3 clusters Score -1783296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1783296.750000 Penalty: 4721.897461
	Iteration 42Q: 3 clusters Score -1783297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1783297.500000 Penalty: 4721.897461
	Iteration 43Q: 3 clusters Score -1783298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1783296.000000 Penalty: 4721.897461
	Iteration 44Q: 3 clusters Score -1783296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1783298.125000 Penalty: 4721.897461
	Iteration 45Q: 3 clusters Score -1783298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1783297.000000 Penalty: 4721.897461
	Iteration 46Q: 3 clusters Score -1783297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1783295.625000 Penalty: 4721.897461
	Iteration 47Q: 3 clusters Score -1783296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1783297.125000 Penalty: 4721.897461
	Iteration 48Q: 3 clusters Score -1783297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1783302.750000 Penalty: 4721.897461
	Iteration 49Q: 3 clusters Score -1783303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1783300.875000 Penalty: 4721.897461
	Iteration 50Q: 3 clusters Score -1783301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1783298.500000 Penalty: 4721.897461
	Iteration 51Q: 3 clusters Score -1783298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1783295.750000 Penalty: 4721.897461
	Iteration 52Q: 3 clusters Score -1783296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1783299.000000 Penalty: 4721.897461
	Iteration 53Q: 3 clusters Score -1783299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1783301.750000 Penalty: 4721.897461
	Iteration 54Q: 3 clusters Score -1783302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1783301.750000 Penalty: 4721.897461
	Iteration 55F: 3 clusters Score -1783302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15395 members 
Mstep: Class 4 contains 36181 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214642 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11571 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 6470 members 
Mstep: Class 12 contains 7305 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 26462 members 
Mstep: Class 15 contains 34136 members 
Mstep: Class 16 contains 6594 members 
Mstep: Class 17 contains 60837 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12728 members 
Mstep: Class 20 contains 41433 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19282 members 
Mstep: Class 24 contains 192923 members 
Mstep: Class 25 contains 7159 members 
Entering Unmasked Estep 
Score: -90820680.000000 Penalty: 83590.781250
Splitting cluster 11 changes total score from -90821304.000000 to -90820680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (7305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Entering Unmasked Estep 
Score: -955503.062500 Penalty: 2206.286133
	Iteration 0F: 2 clusters Score -955503.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -949522.562500 Penalty: 4412.572266
	Iteration 0F: 3 clusters Score -949522.6 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -951045.625000 Penalty: 4412.572266
	Iteration 1F: 3 clusters Score -951045.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -951254.750000 Penalty: 4412.572266
	Iteration 2F: 3 clusters Score -951254.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -951397.687500 Penalty: 4412.572266
	Iteration 3Q: 3 clusters Score -951397.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -951499.187500 Penalty: 4412.572266
	Iteration 4Q: 3 clusters Score -951499.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -951590.000000 Penalty: 4412.572266
	Iteration 5Q: 3 clusters Score -951590 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -951670.187500 Penalty: 4412.572266
	Iteration 6Q: 3 clusters Score -951670.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -951723.062500 Penalty: 4412.572266
	Iteration 7Q: 3 clusters Score -951723.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -951794.062500 Penalty: 4412.572266
	Iteration 8Q: 3 clusters Score -951794.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -951872.812500 Penalty: 4412.572266
	Iteration 9Q: 3 clusters Score -951872.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -951956.687500 Penalty: 4412.572266
	Iteration 10Q: 3 clusters Score -951956.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -952042.750000 Penalty: 4412.572266
	Iteration 11Q: 3 clusters Score -952042.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -952125.250000 Penalty: 4412.572266
	Iteration 12Q: 3 clusters Score -952125.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -952233.687500 Penalty: 4412.572266
	Iteration 13Q: 3 clusters Score -952233.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -952346.375000 Penalty: 4412.572266
	Iteration 14Q: 3 clusters Score -952346.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -952464.687500 Penalty: 4412.572266
	Iteration 15Q: 3 clusters Score -952464.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -952583.875000 Penalty: 4412.572266
	Iteration 16Q: 3 clusters Score -952583.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -952719.312500 Penalty: 4412.572266
	Iteration 17Q: 3 clusters Score -952719.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -952878.937500 Penalty: 4412.572266
	Iteration 18Q: 3 clusters Score -952878.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -953016.500000 Penalty: 4412.572266
	Iteration 19Q: 3 clusters Score -953016.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -953120.312500 Penalty: 4412.572266
	Iteration 20F: 3 clusters Score -953120.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -953213.187500 Penalty: 4412.572266
	Iteration 21Q: 3 clusters Score -953213.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -953294.125000 Penalty: 4412.572266
	Iteration 22Q: 3 clusters Score -953294.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -953359.062500 Penalty: 4412.572266
	Iteration 23Q: 3 clusters Score -953359.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -953408.000000 Penalty: 4412.572266
	Iteration 24Q: 3 clusters Score -953408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -953454.687500 Penalty: 4412.572266
	Iteration 25Q: 3 clusters Score -953454.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -953486.625000 Penalty: 4412.572266
	Iteration 26Q: 3 clusters Score -953486.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -953511.375000 Penalty: 4412.572266
	Iteration 27Q: 3 clusters Score -953511.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -953523.687500 Penalty: 4412.572266
	Iteration 28Q: 3 clusters Score -953523.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -953532.437500 Penalty: 4412.572266
	Iteration 29Q: 3 clusters Score -953532.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -953543.187500 Penalty: 4412.572266
	Iteration 30Q: 3 clusters Score -953543.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -953547.062500 Penalty: 4412.572266
	Iteration 31Q: 3 clusters Score -953547.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -953556.500000 Penalty: 4412.572266
	Iteration 32Q: 3 clusters Score -953556.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -953561.000000 Penalty: 4412.572266
	Iteration 33Q: 3 clusters Score -953561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -953562.062500 Penalty: 4412.572266
	Iteration 34Q: 3 clusters Score -953562.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -953565.000000 Penalty: 4412.572266
	Iteration 35Q: 3 clusters Score -953565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -953567.437500 Penalty: 4412.572266
	Iteration 36Q: 3 clusters Score -953567.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -953567.437500 Penalty: 4412.572266
	Iteration 37F: 3 clusters Score -953567.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Entering Unmasked Estep 
Score: -861764.250000 Penalty: 2191.096191
	Iteration 0F: 2 clusters Score -861764.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -856125.812500 Penalty: 4382.192383
	Iteration 0F: 3 clusters Score -856125.8 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -857707.500000 Penalty: 4382.192383
	Iteration 1F: 3 clusters Score -857707.5 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -858185.375000 Penalty: 4382.192383
	Iteration 2F: 3 clusters Score -858185.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -858567.687500 Penalty: 4382.192383
	Iteration 3F: 3 clusters Score -858567.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -858876.500000 Penalty: 4382.192383
	Iteration 4F: 3 clusters Score -858876.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -859173.375000 Penalty: 4382.192383
	Iteration 5F: 3 clusters Score -859173.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -859451.750000 Penalty: 4382.192383
	Iteration 6F: 3 clusters Score -859451.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -859679.250000 Penalty: 4382.192383
	Iteration 7Q: 3 clusters Score -859679.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -859839.875000 Penalty: 4382.192383
	Iteration 8Q: 3 clusters Score -859839.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -859975.375000 Penalty: 4382.192383
	Iteration 9Q: 3 clusters Score -859975.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -860099.187500 Penalty: 4382.192383
	Iteration 10Q: 3 clusters Score -860099.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -860190.062500 Penalty: 4382.192383
	Iteration 11Q: 3 clusters Score -860190.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -860269.000000 Penalty: 4382.192383
	Iteration 12Q: 3 clusters Score -860269 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -860340.250000 Penalty: 4382.192383
	Iteration 13Q: 3 clusters Score -860340.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -860386.687500 Penalty: 4382.192383
	Iteration 14Q: 3 clusters Score -860386.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -860431.125000 Penalty: 4382.192383
	Iteration 15Q: 3 clusters Score -860431.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -860467.500000 Penalty: 4382.192383
	Iteration 16Q: 3 clusters Score -860467.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -860498.500000 Penalty: 4382.192383
	Iteration 17Q: 3 clusters Score -860498.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -860517.625000 Penalty: 4382.192383
	Iteration 18Q: 3 clusters Score -860517.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -860534.750000 Penalty: 4382.192383
	Iteration 19Q: 3 clusters Score -860534.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -860542.312500 Penalty: 4382.192383
	Iteration 20F: 3 clusters Score -860542.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -860547.750000 Penalty: 4382.192383
	Iteration 21Q: 3 clusters Score -860547.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -860555.250000 Penalty: 4382.192383
	Iteration 22Q: 3 clusters Score -860555.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -860559.375000 Penalty: 4382.192383
	Iteration 23Q: 3 clusters Score -860559.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -860564.250000 Penalty: 4382.192383
	Iteration 24Q: 3 clusters Score -860564.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -860569.875000 Penalty: 4382.192383
	Iteration 25Q: 3 clusters Score -860569.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -860573.125000 Penalty: 4382.192383
	Iteration 26Q: 3 clusters Score -860573.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -860576.312500 Penalty: 4382.192383
	Iteration 27Q: 3 clusters Score -860576.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -860580.437500 Penalty: 4382.192383
	Iteration 28Q: 3 clusters Score -860580.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -860582.375000 Penalty: 4382.192383
	Iteration 29Q: 3 clusters Score -860582.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -860584.500000 Penalty: 4382.192383
	Iteration 30Q: 3 clusters Score -860584.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -860585.687500 Penalty: 4382.192383
	Iteration 31Q: 3 clusters Score -860585.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -860586.250000 Penalty: 4382.192383
	Iteration 32Q: 3 clusters Score -860586.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -860588.250000 Penalty: 4382.192383
	Iteration 33Q: 3 clusters Score -860588.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -860589.062500 Penalty: 4382.192383
	Iteration 34Q: 3 clusters Score -860589.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -860589.250000 Penalty: 4382.192383
	Iteration 35Q: 3 clusters Score -860589.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -860590.250000 Penalty: 4382.192383
	Iteration 36Q: 3 clusters Score -860590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -860591.500000 Penalty: 4382.192383
	Iteration 37Q: 3 clusters Score -860591.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -860589.875000 Penalty: 4382.192383
	Iteration 38Q: 3 clusters Score -860589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -860590.500000 Penalty: 4382.192383
	Iteration 39Q: 3 clusters Score -860590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -860591.875000 Penalty: 4382.192383
	Iteration 40F: 3 clusters Score -860591.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -860590.812500 Penalty: 4382.192383
	Iteration 41Q: 3 clusters Score -860590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -860590.812500 Penalty: 4382.192383
	Iteration 42F: 3 clusters Score -860590.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Entering Unmasked Estep 
Score: -3181162.750000 Penalty: 2525.499268
	Iteration 0F: 2 clusters Score -3181163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3162885.500000 Penalty: 5050.998535
	Iteration 0F: 3 clusters Score -3162886 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -3169591.250000 Penalty: 5050.998535
	Iteration 1F: 3 clusters Score -3169591 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -3170146.750000 Penalty: 5050.998535
	Iteration 2F: 3 clusters Score -3170147 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -3170704.500000 Penalty: 5050.998535
	Iteration 3Q: 3 clusters Score -3170704 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -3171382.000000 Penalty: 5050.998535
	Iteration 4F: 3 clusters Score -3171382 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -3172256.250000 Penalty: 5050.998535
	Iteration 5F: 3 clusters Score -3172256 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3173321.000000 Penalty: 5050.998535
	Iteration 6F: 3 clusters Score -3173321 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -3174432.750000 Penalty: 5050.998535
	Iteration 7F: 3 clusters Score -3174433 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -3175417.500000 Penalty: 5050.998535
	Iteration 8F: 3 clusters Score -3175418 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -3176294.500000 Penalty: 5050.998535
	Iteration 9Q: 3 clusters Score -3176294 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -3177087.750000 Penalty: 5050.998535
	Iteration 10Q: 3 clusters Score -3177088 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3177683.500000 Penalty: 5050.998535
	Iteration 11Q: 3 clusters Score -3177684 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3178104.250000 Penalty: 5050.998535
	Iteration 12Q: 3 clusters Score -3178104 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3178431.750000 Penalty: 5050.998535
	Iteration 13Q: 3 clusters Score -3178432 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3178680.250000 Penalty: 5050.998535
	Iteration 14Q: 3 clusters Score -3178680 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3178900.000000 Penalty: 5050.998535
	Iteration 15Q: 3 clusters Score -3178900 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3179088.500000 Penalty: 5050.998535
	Iteration 16Q: 3 clusters Score -3179088 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3179222.000000 Penalty: 5050.998535
	Iteration 17Q: 3 clusters Score -3179222 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3179301.500000 Penalty: 5050.998535
	Iteration 18Q: 3 clusters Score -3179302 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3179358.000000 Penalty: 5050.998535
	Iteration 19Q: 3 clusters Score -3179358 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3179406.250000 Penalty: 5050.998535
	Iteration 20F: 3 clusters Score -3179406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3179434.250000 Penalty: 5050.998535
	Iteration 21Q: 3 clusters Score -3179434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3179448.750000 Penalty: 5050.998535
	Iteration 22Q: 3 clusters Score -3179449 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3179453.250000 Penalty: 5050.998535
	Iteration 23Q: 3 clusters Score -3179453 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3179465.750000 Penalty: 5050.998535
	Iteration 24Q: 3 clusters Score -3179466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3179465.500000 Penalty: 5050.998535
	Iteration 25Q: 3 clusters Score -3179466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3179474.500000 Penalty: 5050.998535
	Iteration 26Q: 3 clusters Score -3179474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3179478.750000 Penalty: 5050.998535
	Iteration 27Q: 3 clusters Score -3179479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3179485.000000 Penalty: 5050.998535
	Iteration 28Q: 3 clusters Score -3179485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3179489.500000 Penalty: 5050.998535
	Iteration 29Q: 3 clusters Score -3179490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3179492.250000 Penalty: 5050.998535
	Iteration 30Q: 3 clusters Score -3179492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3179495.500000 Penalty: 5050.998535
	Iteration 31Q: 3 clusters Score -3179496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3179496.000000 Penalty: 5050.998535
	Iteration 32Q: 3 clusters Score -3179496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3179496.000000 Penalty: 5050.998535
	Iteration 33F: 3 clusters Score -3179496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Entering Unmasked Estep 
Score: -4265358.500000 Penalty: 2588.650635
	Iteration 0F: 2 clusters Score -4265358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -4242280.000000 Penalty: 5177.301270
	Iteration 0F: 3 clusters Score -4242280 nChanged 15400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -4251606.000000 Penalty: 5177.301270
	Iteration 1F: 3 clusters Score -4251606 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -4253414.000000 Penalty: 5177.301270
	Iteration 2F: 3 clusters Score -4253414 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -4255332.500000 Penalty: 5177.301270
	Iteration 3F: 3 clusters Score -4255332 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -4256956.500000 Penalty: 5177.301270
	Iteration 4F: 3 clusters Score -4256956 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -4258116.500000 Penalty: 5177.301270
	Iteration 5F: 3 clusters Score -4258116 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -4258866.500000 Penalty: 5177.301270
	Iteration 6Q: 3 clusters Score -4258866 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -4259419.500000 Penalty: 5177.301270
	Iteration 7Q: 3 clusters Score -4259420 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -4259872.000000 Penalty: 5177.301270
	Iteration 8Q: 3 clusters Score -4259872 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -4260307.000000 Penalty: 5177.301270
	Iteration 9Q: 3 clusters Score -4260307 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -4260776.500000 Penalty: 5177.301270
	Iteration 10Q: 3 clusters Score -4260776 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -4261216.500000 Penalty: 5177.301270
	Iteration 11Q: 3 clusters Score -4261216 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -4261663.000000 Penalty: 5177.301270
	Iteration 12Q: 3 clusters Score -4261663 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -4262084.000000 Penalty: 5177.301270
	Iteration 13Q: 3 clusters Score -4262084 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -4262450.500000 Penalty: 5177.301270
	Iteration 14Q: 3 clusters Score -4262450 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -4262716.500000 Penalty: 5177.301270
	Iteration 15Q: 3 clusters Score -4262716 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -4262912.500000 Penalty: 5177.301270
	Iteration 16Q: 3 clusters Score -4262912 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -4263043.000000 Penalty: 5177.301270
	Iteration 17Q: 3 clusters Score -4263043 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -4263160.000000 Penalty: 5177.301270
	Iteration 18Q: 3 clusters Score -4263160 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -4263233.000000 Penalty: 5177.301270
	Iteration 19Q: 3 clusters Score -4263233 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -4263286.500000 Penalty: 5177.301270
	Iteration 20F: 3 clusters Score -4263286 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -4263346.500000 Penalty: 5177.301270
	Iteration 21Q: 3 clusters Score -4263346 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -4263407.000000 Penalty: 5177.301270
	Iteration 22Q: 3 clusters Score -4263407 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -4263448.500000 Penalty: 5177.301270
	Iteration 23Q: 3 clusters Score -4263448 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4263474.000000 Penalty: 5177.301270
	Iteration 24Q: 3 clusters Score -4263474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -4263495.500000 Penalty: 5177.301270
	Iteration 25Q: 3 clusters Score -4263496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -4263528.500000 Penalty: 5177.301270
	Iteration 26Q: 3 clusters Score -4263528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -4263538.000000 Penalty: 5177.301270
	Iteration 27Q: 3 clusters Score -4263538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -4263545.000000 Penalty: 5177.301270
	Iteration 28Q: 3 clusters Score -4263545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -4263556.000000 Penalty: 5177.301270
	Iteration 29Q: 3 clusters Score -4263556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4263561.000000 Penalty: 5177.301270
	Iteration 30Q: 3 clusters Score -4263561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -4263566.500000 Penalty: 5177.301270
	Iteration 31Q: 3 clusters Score -4263566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -4263572.000000 Penalty: 5177.301270
	Iteration 32Q: 3 clusters Score -4263572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -4263579.000000 Penalty: 5177.301270
	Iteration 33Q: 3 clusters Score -4263579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -4263581.500000 Penalty: 5177.301270
	Iteration 34Q: 3 clusters Score -4263582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -4263592.000000 Penalty: 5177.301270
	Iteration 35Q: 3 clusters Score -4263592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -4263593.500000 Penalty: 5177.301270
	Iteration 36Q: 3 clusters Score -4263594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -4263591.500000 Penalty: 5177.301270
	Iteration 37Q: 3 clusters Score -4263592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -4263598.500000 Penalty: 5177.301270
	Iteration 38Q: 3 clusters Score -4263598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -4263615.000000 Penalty: 5177.301270
	Iteration 39Q: 3 clusters Score -4263615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -4263619.500000 Penalty: 5177.301270
	Iteration 40F: 3 clusters Score -4263620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -4263618.000000 Penalty: 5177.301270
	Iteration 41Q: 3 clusters Score -4263618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -4263620.500000 Penalty: 5177.301270
	Iteration 42Q: 3 clusters Score -4263620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -4263627.000000 Penalty: 5177.301270
	Iteration 43Q: 3 clusters Score -4263627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -4263631.500000 Penalty: 5177.301270
	Iteration 44Q: 3 clusters Score -4263632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -4263634.000000 Penalty: 5177.301270
	Iteration 45Q: 3 clusters Score -4263634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -4263630.000000 Penalty: 5177.301270
	Iteration 46Q: 3 clusters Score -4263630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -4263633.500000 Penalty: 5177.301270
	Iteration 47Q: 3 clusters Score -4263634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -4263634.000000 Penalty: 5177.301270
	Iteration 48Q: 3 clusters Score -4263634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -4263638.000000 Penalty: 5177.301270
	Iteration 49Q: 3 clusters Score -4263638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -4263644.500000 Penalty: 5177.301270
	Iteration 50Q: 3 clusters Score -4263644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -4263647.500000 Penalty: 5177.301270
	Iteration 51Q: 3 clusters Score -4263648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -4263650.000000 Penalty: 5177.301270
	Iteration 52Q: 3 clusters Score -4263650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -4263645.500000 Penalty: 5177.301270
	Iteration 53Q: 3 clusters Score -4263646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -4263646.500000 Penalty: 5177.301270
	Iteration 54Q: 3 clusters Score -4263646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -4263653.500000 Penalty: 5177.301270
	Iteration 55Q: 3 clusters Score -4263654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -4263655.500000 Penalty: 5177.301270
	Iteration 56Q: 3 clusters Score -4263656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -4263661.000000 Penalty: 5177.301270
	Iteration 57Q: 3 clusters Score -4263661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -4263661.500000 Penalty: 5177.301270
	Iteration 58Q: 3 clusters Score -4263662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -4263673.500000 Penalty: 5177.301270
	Iteration 59Q: 3 clusters Score -4263674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -4263687.500000 Penalty: 5177.301270
	Iteration 60F: 3 clusters Score -4263688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -4263695.000000 Penalty: 5177.301270
	Iteration 61Q: 3 clusters Score -4263695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -4263695.500000 Penalty: 5177.301270
	Iteration 62Q: 3 clusters Score -4263696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -4263700.000000 Penalty: 5177.301270
	Iteration 63Q: 3 clusters Score -4263700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -4263696.000000 Penalty: 5177.301270
	Iteration 64Q: 3 clusters Score -4263696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -4263699.500000 Penalty: 5177.301270
	Iteration 65Q: 3 clusters Score -4263700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -4263701.000000 Penalty: 5177.301270
	Iteration 66Q: 3 clusters Score -4263701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -4263697.000000 Penalty: 5177.301270
	Iteration 67Q: 3 clusters Score -4263697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -4263698.500000 Penalty: 5177.301270
	Iteration 68Q: 3 clusters Score -4263698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -4263690.500000 Penalty: 5177.301270
	Iteration 69Q: 3 clusters Score -4263690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -4263696.000000 Penalty: 5177.301270
	Iteration 70Q: 3 clusters Score -4263696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -4263705.500000 Penalty: 5177.301270
	Iteration 71Q: 3 clusters Score -4263706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -4263701.500000 Penalty: 5177.301270
	Iteration 72Q: 3 clusters Score -4263702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -4263706.500000 Penalty: 5177.301270
	Iteration 73Q: 3 clusters Score -4263706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -4263703.000000 Penalty: 5177.301270
	Iteration 74Q: 3 clusters Score -4263703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -4263705.500000 Penalty: 5177.301270
	Iteration 75Q: 3 clusters Score -4263706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -4263702.000000 Penalty: 5177.301270
	Iteration 76Q: 3 clusters Score -4263702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -4263705.500000 Penalty: 5177.301270
	Iteration 77Q: 3 clusters Score -4263706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -4263705.500000 Penalty: 5177.301270
	Iteration 78F: 3 clusters Score -4263706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -876141.812500 Penalty: 2180.891113
	Iteration 0F: 2 clusters Score -876141.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -870663.312500 Penalty: 4361.782227
	Iteration 0F: 3 clusters Score -870663.3 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -872044.625000 Penalty: 4361.782227
	Iteration 1F: 3 clusters Score -872044.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -872249.000000 Penalty: 4361.782227
	Iteration 2F: 3 clusters Score -872249 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -872395.687500 Penalty: 4361.782227
	Iteration 3Q: 3 clusters Score -872395.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -872482.750000 Penalty: 4361.782227
	Iteration 4Q: 3 clusters Score -872482.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -872536.250000 Penalty: 4361.782227
	Iteration 5Q: 3 clusters Score -872536.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -872592.750000 Penalty: 4361.782227
	Iteration 6Q: 3 clusters Score -872592.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -872652.375000 Penalty: 4361.782227
	Iteration 7Q: 3 clusters Score -872652.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -872706.812500 Penalty: 4361.782227
	Iteration 8Q: 3 clusters Score -872706.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -872767.000000 Penalty: 4361.782227
	Iteration 9Q: 3 clusters Score -872767 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -872829.562500 Penalty: 4361.782227
	Iteration 10Q: 3 clusters Score -872829.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -872890.750000 Penalty: 4361.782227
	Iteration 11Q: 3 clusters Score -872890.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -872973.562500 Penalty: 4361.782227
	Iteration 12Q: 3 clusters Score -872973.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -873058.500000 Penalty: 4361.782227
	Iteration 13Q: 3 clusters Score -873058.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -873136.437500 Penalty: 4361.782227
	Iteration 14Q: 3 clusters Score -873136.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -873222.937500 Penalty: 4361.782227
	Iteration 15Q: 3 clusters Score -873222.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -873330.187500 Penalty: 4361.782227
	Iteration 16Q: 3 clusters Score -873330.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -873465.125000 Penalty: 4361.782227
	Iteration 17Q: 3 clusters Score -873465.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -873591.687500 Penalty: 4361.782227
	Iteration 18Q: 3 clusters Score -873591.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -873707.687500 Penalty: 4361.782227
	Iteration 19Q: 3 clusters Score -873707.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -873823.875000 Penalty: 4361.782227
	Iteration 20F: 3 clusters Score -873823.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -873920.750000 Penalty: 4361.782227
	Iteration 21Q: 3 clusters Score -873920.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -873991.250000 Penalty: 4361.782227
	Iteration 22Q: 3 clusters Score -873991.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -874054.125000 Penalty: 4361.782227
	Iteration 23Q: 3 clusters Score -874054.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -874116.062500 Penalty: 4361.782227
	Iteration 24Q: 3 clusters Score -874116.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -874160.000000 Penalty: 4361.782227
	Iteration 25Q: 3 clusters Score -874160 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -874212.937500 Penalty: 4361.782227
	Iteration 26Q: 3 clusters Score -874212.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -874252.812500 Penalty: 4361.782227
	Iteration 27Q: 3 clusters Score -874252.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -874278.187500 Penalty: 4361.782227
	Iteration 28Q: 3 clusters Score -874278.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -874286.875000 Penalty: 4361.782227
	Iteration 29Q: 3 clusters Score -874286.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -874299.000000 Penalty: 4361.782227
	Iteration 30Q: 3 clusters Score -874299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -874315.625000 Penalty: 4361.782227
	Iteration 31Q: 3 clusters Score -874315.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -874323.500000 Penalty: 4361.782227
	Iteration 32Q: 3 clusters Score -874323.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -874329.187500 Penalty: 4361.782227
	Iteration 33Q: 3 clusters Score -874329.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -874339.687500 Penalty: 4361.782227
	Iteration 34Q: 3 clusters Score -874339.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -874347.187500 Penalty: 4361.782227
	Iteration 35Q: 3 clusters Score -874347.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -874357.875000 Penalty: 4361.782227
	Iteration 36Q: 3 clusters Score -874357.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -874365.875000 Penalty: 4361.782227
	Iteration 37Q: 3 clusters Score -874365.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -874373.187500 Penalty: 4361.782227
	Iteration 38Q: 3 clusters Score -874373.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -874382.250000 Penalty: 4361.782227
	Iteration 39Q: 3 clusters Score -874382.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -874389.250000 Penalty: 4361.782227
	Iteration 40F: 3 clusters Score -874389.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -874394.312500 Penalty: 4361.782227
	Iteration 41Q: 3 clusters Score -874394.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -874398.500000 Penalty: 4361.782227
	Iteration 42Q: 3 clusters Score -874398.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -874402.375000 Penalty: 4361.782227
	Iteration 43Q: 3 clusters Score -874402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -874402.812500 Penalty: 4361.782227
	Iteration 44Q: 3 clusters Score -874402.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -874405.000000 Penalty: 4361.782227
	Iteration 45Q: 3 clusters Score -874405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -874406.812500 Penalty: 4361.782227
	Iteration 46Q: 3 clusters Score -874406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -874408.062500 Penalty: 4361.782227
	Iteration 47Q: 3 clusters Score -874408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -874408.375000 Penalty: 4361.782227
	Iteration 48Q: 3 clusters Score -874408.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -874408.375000 Penalty: 4361.782227
	Iteration 49F: 3 clusters Score -874408.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (60837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Entering Unmasked Estep 
Score: -7784831.500000 Penalty: 2731.956299
	Iteration 0F: 2 clusters Score -7784832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -7744004.500000 Penalty: 5463.912598
	Iteration 0F: 3 clusters Score -7744004 nChanged 28398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -7759908.500000 Penalty: 5463.912598
	Iteration 1F: 3 clusters Score -7759908 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -7760658.000000 Penalty: 5463.912598
	Iteration 2Q: 3 clusters Score -7760658 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -7761501.000000 Penalty: 5463.912598
	Iteration 3Q: 3 clusters Score -7761501 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -7762652.500000 Penalty: 5463.912598
	Iteration 4Q: 3 clusters Score -7762652 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -7764356.500000 Penalty: 5463.912598
	Iteration 5F: 3 clusters Score -7764356 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -7767003.500000 Penalty: 5463.912598
	Iteration 6F: 3 clusters Score -7767004 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -7770737.500000 Penalty: 5463.912598
	Iteration 7F: 3 clusters Score -7770738 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -7774917.500000 Penalty: 5463.912598
	Iteration 8F: 3 clusters Score -7774918 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -7778436.500000 Penalty: 5463.912598
	Iteration 9F: 3 clusters Score -7778436 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7780489.500000 Penalty: 5463.912598
	Iteration 10Q: 3 clusters Score -7780490 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7781524.500000 Penalty: 5463.912598
	Iteration 11Q: 3 clusters Score -7781524 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60135 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7781970.500000 Penalty: 5463.912598
	Iteration 12Q: 3 clusters Score -7781970 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7782185.000000 Penalty: 5463.912598
	Iteration 13Q: 3 clusters Score -7782185 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7782295.500000 Penalty: 5463.912598
	Iteration 14Q: 3 clusters Score -7782296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7782357.500000 Penalty: 5463.912598
	Iteration 15Q: 3 clusters Score -7782358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60494 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7782409.000000 Penalty: 5463.912598
	Iteration 16Q: 3 clusters Score -7782409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7782431.500000 Penalty: 5463.912598
	Iteration 17Q: 3 clusters Score -7782432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7782453.500000 Penalty: 5463.912598
	Iteration 18Q: 3 clusters Score -7782454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -7782467.500000 Penalty: 5463.912598
	Iteration 19Q: 3 clusters Score -7782468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60523 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7782472.500000 Penalty: 5463.912598
	Iteration 20F: 3 clusters Score -7782472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7782469.500000 Penalty: 5463.912598
	Iteration 21Q: 3 clusters Score -7782470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7782473.000000 Penalty: 5463.912598
	Iteration 22Q: 3 clusters Score -7782473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7782471.500000 Penalty: 5463.912598
	Iteration 23Q: 3 clusters Score -7782472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7782471.500000 Penalty: 5463.912598
	Iteration 24F: 3 clusters Score -7782472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Entering Unmasked Estep 
Score: -297241.218750 Penalty: 1925.440063
	Iteration 0F: 2 clusters Score -297241.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -294404.781250 Penalty: 3850.880127
	Iteration 0F: 3 clusters Score -294404.8 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -294924.156250 Penalty: 3850.880127
	Iteration 1F: 3 clusters Score -294924.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -295061.375000 Penalty: 3850.880127
	Iteration 2F: 3 clusters Score -295061.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -295136.187500 Penalty: 3850.880127
	Iteration 3F: 3 clusters Score -295136.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -295173.062500 Penalty: 3850.880127
	Iteration 4Q: 3 clusters Score -295173.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -295215.218750 Penalty: 3850.880127
	Iteration 5Q: 3 clusters Score -295215.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -295255.906250 Penalty: 3850.880127
	Iteration 6Q: 3 clusters Score -295255.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -295295.562500 Penalty: 3850.880127
	Iteration 7Q: 3 clusters Score -295295.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -295323.437500 Penalty: 3850.880127
	Iteration 8Q: 3 clusters Score -295323.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -295353.500000 Penalty: 3850.880127
	Iteration 9Q: 3 clusters Score -295353.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -295385.250000 Penalty: 3850.880127
	Iteration 10Q: 3 clusters Score -295385.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -295423.687500 Penalty: 3850.880127
	Iteration 11Q: 3 clusters Score -295423.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -295447.937500 Penalty: 3850.880127
	Iteration 12Q: 3 clusters Score -295447.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -295460.843750 Penalty: 3850.880127
	Iteration 13Q: 3 clusters Score -295460.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -295473.031250 Penalty: 3850.880127
	Iteration 14Q: 3 clusters Score -295473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -295486.218750 Penalty: 3850.880127
	Iteration 15Q: 3 clusters Score -295486.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -295496.031250 Penalty: 3850.880127
	Iteration 16Q: 3 clusters Score -295496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -295505.812500 Penalty: 3850.880127
	Iteration 17Q: 3 clusters Score -295505.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -295514.500000 Penalty: 3850.880127
	Iteration 18Q: 3 clusters Score -295514.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -295524.093750 Penalty: 3850.880127
	Iteration 19Q: 3 clusters Score -295524.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -295535.343750 Penalty: 3850.880127
	Iteration 20F: 3 clusters Score -295535.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -295540.500000 Penalty: 3850.880127
	Iteration 21Q: 3 clusters Score -295540.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -295542.125000 Penalty: 3850.880127
	Iteration 22Q: 3 clusters Score -295542.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -295543.937500 Penalty: 3850.880127
	Iteration 23Q: 3 clusters Score -295543.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -295546.937500 Penalty: 3850.880127
	Iteration 24Q: 3 clusters Score -295546.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -295549.250000 Penalty: 3850.880127
	Iteration 25Q: 3 clusters Score -295549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -295550.406250 Penalty: 3850.880127
	Iteration 26Q: 3 clusters Score -295550.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -295553.593750 Penalty: 3850.880127
	Iteration 27Q: 3 clusters Score -295553.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -295556.718750 Penalty: 3850.880127
	Iteration 28Q: 3 clusters Score -295556.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -295557.718750 Penalty: 3850.880127
	Iteration 29Q: 3 clusters Score -295557.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -295559.000000 Penalty: 3850.880127
	Iteration 30Q: 3 clusters Score -295559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -295560.250000 Penalty: 3850.880127
	Iteration 31Q: 3 clusters Score -295560.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -295563.562500 Penalty: 3850.880127
	Iteration 32Q: 3 clusters Score -295563.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -295569.250000 Penalty: 3850.880127
	Iteration 33Q: 3 clusters Score -295569.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -295573.968750 Penalty: 3850.880127
	Iteration 34Q: 3 clusters Score -295574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -295578.250000 Penalty: 3850.880127
	Iteration 35Q: 3 clusters Score -295578.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -295582.687500 Penalty: 3850.880127
	Iteration 36Q: 3 clusters Score -295582.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -295584.718750 Penalty: 3850.880127
	Iteration 37Q: 3 clusters Score -295584.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -295585.062500 Penalty: 3850.880127
	Iteration 38Q: 3 clusters Score -295585.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -295585.062500 Penalty: 3850.880127
	Iteration 39F: 3 clusters Score -295585.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Entering Unmasked Estep 
Score: -1581825.125000 Penalty: 2343.986816
	Iteration 0F: 2 clusters Score -1581825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1572400.000000 Penalty: 4687.973633
	Iteration 0F: 3 clusters Score -1572400 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1575254.000000 Penalty: 4687.973633
	Iteration 1F: 3 clusters Score -1575254 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1575612.750000 Penalty: 4687.973633
	Iteration 2F: 3 clusters Score -1575613 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1575952.625000 Penalty: 4687.973633
	Iteration 3F: 3 clusters Score -1575953 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1576286.875000 Penalty: 4687.973633
	Iteration 4F: 3 clusters Score -1576287 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1576628.250000 Penalty: 4687.973633
	Iteration 5F: 3 clusters Score -1576628 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1576955.000000 Penalty: 4687.973633
	Iteration 6Q: 3 clusters Score -1576955 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1577258.875000 Penalty: 4687.973633
	Iteration 7Q: 3 clusters Score -1577259 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1577550.250000 Penalty: 4687.973633
	Iteration 8Q: 3 clusters Score -1577550 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1577772.625000 Penalty: 4687.973633
	Iteration 9Q: 3 clusters Score -1577773 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1577920.500000 Penalty: 4687.973633
	Iteration 10Q: 3 clusters Score -1577920 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1578037.625000 Penalty: 4687.973633
	Iteration 11Q: 3 clusters Score -1578038 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1578131.375000 Penalty: 4687.973633
	Iteration 12Q: 3 clusters Score -1578131 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1578208.875000 Penalty: 4687.973633
	Iteration 13Q: 3 clusters Score -1578209 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1578276.375000 Penalty: 4687.973633
	Iteration 14Q: 3 clusters Score -1578276 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1578322.875000 Penalty: 4687.973633
	Iteration 15Q: 3 clusters Score -1578323 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1578359.625000 Penalty: 4687.973633
	Iteration 16Q: 3 clusters Score -1578360 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1578406.375000 Penalty: 4687.973633
	Iteration 17Q: 3 clusters Score -1578406 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1578442.875000 Penalty: 4687.973633
	Iteration 18Q: 3 clusters Score -1578443 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1578483.875000 Penalty: 4687.973633
	Iteration 19Q: 3 clusters Score -1578484 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1578530.000000 Penalty: 4687.973633
	Iteration 20F: 3 clusters Score -1578530 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1578566.250000 Penalty: 4687.973633
	Iteration 21Q: 3 clusters Score -1578566 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1578612.875000 Penalty: 4687.973633
	Iteration 22Q: 3 clusters Score -1578613 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1578657.875000 Penalty: 4687.973633
	Iteration 23Q: 3 clusters Score -1578658 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1578727.875000 Penalty: 4687.973633
	Iteration 24Q: 3 clusters Score -1578728 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1578810.125000 Penalty: 4687.973633
	Iteration 25Q: 3 clusters Score -1578810 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1578896.250000 Penalty: 4687.973633
	Iteration 26Q: 3 clusters Score -1578896 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1578986.000000 Penalty: 4687.973633
	Iteration 27Q: 3 clusters Score -1578986 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1579058.875000 Penalty: 4687.973633
	Iteration 28Q: 3 clusters Score -1579059 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1579118.750000 Penalty: 4687.973633
	Iteration 29Q: 3 clusters Score -1579119 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1579173.250000 Penalty: 4687.973633
	Iteration 30Q: 3 clusters Score -1579173 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1579224.500000 Penalty: 4687.973633
	Iteration 31Q: 3 clusters Score -1579224 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1579279.875000 Penalty: 4687.973633
	Iteration 32Q: 3 clusters Score -1579280 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1579317.000000 Penalty: 4687.973633
	Iteration 33Q: 3 clusters Score -1579317 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1579344.625000 Penalty: 4687.973633
	Iteration 34Q: 3 clusters Score -1579345 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1579376.000000 Penalty: 4687.973633
	Iteration 35Q: 3 clusters Score -1579376 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1579410.125000 Penalty: 4687.973633
	Iteration 36Q: 3 clusters Score -1579410 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1579445.625000 Penalty: 4687.973633
	Iteration 37Q: 3 clusters Score -1579446 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1579472.750000 Penalty: 4687.973633
	Iteration 38Q: 3 clusters Score -1579473 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1579501.875000 Penalty: 4687.973633
	Iteration 39Q: 3 clusters Score -1579502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1579524.000000 Penalty: 4687.973633
	Iteration 40F: 3 clusters Score -1579524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1579534.000000 Penalty: 4687.973633
	Iteration 41Q: 3 clusters Score -1579534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1579553.875000 Penalty: 4687.973633
	Iteration 42Q: 3 clusters Score -1579554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1579566.375000 Penalty: 4687.973633
	Iteration 43Q: 3 clusters Score -1579566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1579582.000000 Penalty: 4687.973633
	Iteration 44Q: 3 clusters Score -1579582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1579599.625000 Penalty: 4687.973633
	Iteration 45Q: 3 clusters Score -1579600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1579618.875000 Penalty: 4687.973633
	Iteration 46Q: 3 clusters Score -1579619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1579637.875000 Penalty: 4687.973633
	Iteration 47Q: 3 clusters Score -1579638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1579646.125000 Penalty: 4687.973633
	Iteration 48Q: 3 clusters Score -1579646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1579664.875000 Penalty: 4687.973633
	Iteration 49Q: 3 clusters Score -1579665 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1579681.375000 Penalty: 4687.973633
	Iteration 50Q: 3 clusters Score -1579681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1579696.250000 Penalty: 4687.973633
	Iteration 51Q: 3 clusters Score -1579696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1579705.750000 Penalty: 4687.973633
	Iteration 52Q: 3 clusters Score -1579706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1579715.375000 Penalty: 4687.973633
	Iteration 53Q: 3 clusters Score -1579715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1579722.625000 Penalty: 4687.973633
	Iteration 54Q: 3 clusters Score -1579723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1579725.875000 Penalty: 4687.973633
	Iteration 55Q: 3 clusters Score -1579726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1579734.000000 Penalty: 4687.973633
	Iteration 56Q: 3 clusters Score -1579734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1579740.500000 Penalty: 4687.973633
	Iteration 57Q: 3 clusters Score -1579740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1579747.125000 Penalty: 4687.973633
	Iteration 58Q: 3 clusters Score -1579747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1579753.125000 Penalty: 4687.973633
	Iteration 59Q: 3 clusters Score -1579753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1579754.000000 Penalty: 4687.973633
	Iteration 60F: 3 clusters Score -1579754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1579749.250000 Penalty: 4687.973633
	Iteration 61Q: 3 clusters Score -1579749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1579756.000000 Penalty: 4687.973633
	Iteration 62Q: 3 clusters Score -1579756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1579758.500000 Penalty: 4687.973633
	Iteration 63Q: 3 clusters Score -1579758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1579761.750000 Penalty: 4687.973633
	Iteration 64Q: 3 clusters Score -1579762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1579765.750000 Penalty: 4687.973633
	Iteration 65Q: 3 clusters Score -1579766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1579766.375000 Penalty: 4687.973633
	Iteration 66Q: 3 clusters Score -1579766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1579768.625000 Penalty: 4687.973633
	Iteration 67Q: 3 clusters Score -1579769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1579773.125000 Penalty: 4687.973633
	Iteration 68Q: 3 clusters Score -1579773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1579772.000000 Penalty: 4687.973633
	Iteration 69Q: 3 clusters Score -1579772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1579774.500000 Penalty: 4687.973633
	Iteration 70Q: 3 clusters Score -1579774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1579774.125000 Penalty: 4687.973633
	Iteration 71Q: 3 clusters Score -1579774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1579775.375000 Penalty: 4687.973633
	Iteration 72Q: 3 clusters Score -1579775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1579775.375000 Penalty: 4687.973633
	Iteration 73F: 3 clusters Score -1579775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Entering Unmasked Estep 
Score: -5395420.000000 Penalty: 2636.694580
	Iteration 0F: 2 clusters Score -5395420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -5367242.500000 Penalty: 5273.389160
	Iteration 0F: 3 clusters Score -5367242 nChanged 19101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -5377881.000000 Penalty: 5273.389160
	Iteration 1F: 3 clusters Score -5377881 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -5378391.000000 Penalty: 5273.389160
	Iteration 2Q: 3 clusters Score -5378391 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -5378879.000000 Penalty: 5273.389160
	Iteration 3Q: 3 clusters Score -5378879 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5379444.000000 Penalty: 5273.389160
	Iteration 4Q: 3 clusters Score -5379444 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -5380072.000000 Penalty: 5273.389160
	Iteration 5Q: 3 clusters Score -5380072 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -5380919.000000 Penalty: 5273.389160
	Iteration 6Q: 3 clusters Score -5380919 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -5382143.000000 Penalty: 5273.389160
	Iteration 7Q: 3 clusters Score -5382143 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -5383763.500000 Penalty: 5273.389160
	Iteration 8F: 3 clusters Score -5383764 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -5385687.000000 Penalty: 5273.389160
	Iteration 9F: 3 clusters Score -5385687 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -5387689.000000 Penalty: 5273.389160
	Iteration 10F: 3 clusters Score -5387689 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -5389106.500000 Penalty: 5273.389160
	Iteration 11Q: 3 clusters Score -5389106 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -5390003.500000 Penalty: 5273.389160
	Iteration 12Q: 3 clusters Score -5390004 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -5390563.500000 Penalty: 5273.389160
	Iteration 13Q: 3 clusters Score -5390564 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -5390941.500000 Penalty: 5273.389160
	Iteration 14Q: 3 clusters Score -5390942 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -5391173.000000 Penalty: 5273.389160
	Iteration 15Q: 3 clusters Score -5391173 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -5391327.500000 Penalty: 5273.389160
	Iteration 16Q: 3 clusters Score -5391328 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -5391464.000000 Penalty: 5273.389160
	Iteration 17Q: 3 clusters Score -5391464 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -5391552.000000 Penalty: 5273.389160
	Iteration 18Q: 3 clusters Score -5391552 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -5391636.000000 Penalty: 5273.389160
	Iteration 19Q: 3 clusters Score -5391636 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -5391711.500000 Penalty: 5273.389160
	Iteration 20F: 3 clusters Score -5391712 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -5391748.000000 Penalty: 5273.389160
	Iteration 21Q: 3 clusters Score -5391748 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -5391783.500000 Penalty: 5273.389160
	Iteration 22Q: 3 clusters Score -5391784 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -5391822.500000 Penalty: 5273.389160
	Iteration 23Q: 3 clusters Score -5391822 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -5391854.000000 Penalty: 5273.389160
	Iteration 24Q: 3 clusters Score -5391854 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -5391884.500000 Penalty: 5273.389160
	Iteration 25Q: 3 clusters Score -5391884 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -5391919.500000 Penalty: 5273.389160
	Iteration 26Q: 3 clusters Score -5391920 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -5391934.000000 Penalty: 5273.389160
	Iteration 27Q: 3 clusters Score -5391934 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -5391965.000000 Penalty: 5273.389160
	Iteration 28Q: 3 clusters Score -5391965 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -5391996.000000 Penalty: 5273.389160
	Iteration 29Q: 3 clusters Score -5391996 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -5392004.000000 Penalty: 5273.389160
	Iteration 30Q: 3 clusters Score -5392004 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -5392022.000000 Penalty: 5273.389160
	Iteration 31Q: 3 clusters Score -5392022 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -5392065.000000 Penalty: 5273.389160
	Iteration 32Q: 3 clusters Score -5392065 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -5392074.000000 Penalty: 5273.389160
	Iteration 33Q: 3 clusters Score -5392074 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -5392093.000000 Penalty: 5273.389160
	Iteration 34Q: 3 clusters Score -5392093 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -5392113.000000 Penalty: 5273.389160
	Iteration 35Q: 3 clusters Score -5392113 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -5392106.500000 Penalty: 5273.389160
	Iteration 36Q: 3 clusters Score -5392106 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -5392122.500000 Penalty: 5273.389160
	Iteration 37Q: 3 clusters Score -5392122 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -5392142.500000 Penalty: 5273.389160
	Iteration 38Q: 3 clusters Score -5392142 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -5392148.000000 Penalty: 5273.389160
	Iteration 39Q: 3 clusters Score -5392148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -5392152.500000 Penalty: 5273.389160
	Iteration 40F: 3 clusters Score -5392152 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -5392178.000000 Penalty: 5273.389160
	Iteration 41Q: 3 clusters Score -5392178 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -5392187.500000 Penalty: 5273.389160
	Iteration 42Q: 3 clusters Score -5392188 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -5392192.500000 Penalty: 5273.389160
	Iteration 43Q: 3 clusters Score -5392192 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -5392196.000000 Penalty: 5273.389160
	Iteration 44Q: 3 clusters Score -5392196 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -5392195.000000 Penalty: 5273.389160
	Iteration 45Q: 3 clusters Score -5392195 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -5392212.500000 Penalty: 5273.389160
	Iteration 46Q: 3 clusters Score -5392212 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -5392228.500000 Penalty: 5273.389160
	Iteration 47Q: 3 clusters Score -5392228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -5392254.500000 Penalty: 5273.389160
	Iteration 48Q: 3 clusters Score -5392254 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -5392254.500000 Penalty: 5273.389160
	Iteration 49Q: 3 clusters Score -5392254 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -5392273.500000 Penalty: 5273.389160
	Iteration 50Q: 3 clusters Score -5392274 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -5392286.500000 Penalty: 5273.389160
	Iteration 51Q: 3 clusters Score -5392286 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -5392297.000000 Penalty: 5273.389160
	Iteration 52Q: 3 clusters Score -5392297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -5392300.000000 Penalty: 5273.389160
	Iteration 53Q: 3 clusters Score -5392300 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -5392315.500000 Penalty: 5273.389160
	Iteration 54Q: 3 clusters Score -5392316 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -5392317.500000 Penalty: 5273.389160
	Iteration 55Q: 3 clusters Score -5392318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -5392318.500000 Penalty: 5273.389160
	Iteration 56Q: 3 clusters Score -5392318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -5392331.000000 Penalty: 5273.389160
	Iteration 57Q: 3 clusters Score -5392331 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -5392321.500000 Penalty: 5273.389160
	Iteration 58Q: 3 clusters Score -5392322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -5392322.000000 Penalty: 5273.389160
	Iteration 59Q: 3 clusters Score -5392322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -5392350.000000 Penalty: 5273.389160
	Iteration 60F: 3 clusters Score -5392350 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -5392364.000000 Penalty: 5273.389160
	Iteration 61Q: 3 clusters Score -5392364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -5392375.000000 Penalty: 5273.389160
	Iteration 62Q: 3 clusters Score -5392375 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -5392386.000000 Penalty: 5273.389160
	Iteration 63Q: 3 clusters Score -5392386 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -5392387.000000 Penalty: 5273.389160
	Iteration 64Q: 3 clusters Score -5392387 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -5392399.500000 Penalty: 5273.389160
	Iteration 65Q: 3 clusters Score -5392400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -5392404.500000 Penalty: 5273.389160
	Iteration 66Q: 3 clusters Score -5392404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -5392410.000000 Penalty: 5273.389160
	Iteration 67Q: 3 clusters Score -5392410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -5392407.500000 Penalty: 5273.389160
	Iteration 68Q: 3 clusters Score -5392408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -5392403.500000 Penalty: 5273.389160
	Iteration 69Q: 3 clusters Score -5392404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -5392420.000000 Penalty: 5273.389160
	Iteration 70Q: 3 clusters Score -5392420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -5392421.000000 Penalty: 5273.389160
	Iteration 71Q: 3 clusters Score -5392421 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -5392421.500000 Penalty: 5273.389160
	Iteration 72Q: 3 clusters Score -5392422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -5392426.000000 Penalty: 5273.389160
	Iteration 73Q: 3 clusters Score -5392426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -5392434.500000 Penalty: 5273.389160
	Iteration 74Q: 3 clusters Score -5392434 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -5392441.000000 Penalty: 5273.389160
	Iteration 75Q: 3 clusters Score -5392441 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -5392468.500000 Penalty: 5273.389160
	Iteration 76Q: 3 clusters Score -5392468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -5392487.000000 Penalty: 5273.389160
	Iteration 77Q: 3 clusters Score -5392487 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -5392494.500000 Penalty: 5273.389160
	Iteration 78Q: 3 clusters Score -5392494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -5392500.500000 Penalty: 5273.389160
	Iteration 79Q: 3 clusters Score -5392500 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -5392498.500000 Penalty: 5273.389160
	Iteration 80F: 3 clusters Score -5392498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -5392501.500000 Penalty: 5273.389160
	Iteration 81Q: 3 clusters Score -5392502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -5392504.000000 Penalty: 5273.389160
	Iteration 82Q: 3 clusters Score -5392504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -5392505.000000 Penalty: 5273.389160
	Iteration 83Q: 3 clusters Score -5392505 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -5392512.500000 Penalty: 5273.389160
	Iteration 84Q: 3 clusters Score -5392512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -5392515.500000 Penalty: 5273.389160
	Iteration 85Q: 3 clusters Score -5392516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -5392518.500000 Penalty: 5273.389160
	Iteration 86Q: 3 clusters Score -5392518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -5392529.500000 Penalty: 5273.389160
	Iteration 87Q: 3 clusters Score -5392530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -5392527.000000 Penalty: 5273.389160
	Iteration 88Q: 3 clusters Score -5392527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -5392528.500000 Penalty: 5273.389160
	Iteration 89Q: 3 clusters Score -5392528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -5392520.000000 Penalty: 5273.389160
	Iteration 90Q: 3 clusters Score -5392520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -5392521.000000 Penalty: 5273.389160
	Iteration 91Q: 3 clusters Score -5392521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -5392539.500000 Penalty: 5273.389160
	Iteration 92Q: 3 clusters Score -5392540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -5392537.000000 Penalty: 5273.389160
	Iteration 93Q: 3 clusters Score -5392537 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -5392552.000000 Penalty: 5273.389160
	Iteration 94Q: 3 clusters Score -5392552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -5392562.500000 Penalty: 5273.389160
	Iteration 95Q: 3 clusters Score -5392562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -5392564.500000 Penalty: 5273.389160
	Iteration 96Q: 3 clusters Score -5392564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -5392562.500000 Penalty: 5273.389160
	Iteration 97Q: 3 clusters Score -5392562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -5392577.000000 Penalty: 5273.389160
	Iteration 98Q: 3 clusters Score -5392577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -5392578.500000 Penalty: 5273.389160
	Iteration 99Q: 3 clusters Score -5392578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -5392579.500000 Penalty: 5273.389160
	Iteration 100F: 3 clusters Score -5392580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -5392583.000000 Penalty: 5273.389160
	Iteration 101Q: 3 clusters Score -5392583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -5392586.000000 Penalty: 5273.389160
	Iteration 102Q: 3 clusters Score -5392586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -5392596.500000 Penalty: 5273.389160
	Iteration 103Q: 3 clusters Score -5392596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -5392594.000000 Penalty: 5273.389160
	Iteration 104Q: 3 clusters Score -5392594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -5392592.000000 Penalty: 5273.389160
	Iteration 105Q: 3 clusters Score -5392592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -5392591.500000 Penalty: 5273.389160
	Iteration 106Q: 3 clusters Score -5392592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -5392601.500000 Penalty: 5273.389160
	Iteration 107Q: 3 clusters Score -5392602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -5392597.000000 Penalty: 5273.389160
	Iteration 108Q: 3 clusters Score -5392597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -5392597.000000 Penalty: 5273.389160
	Iteration 109Q: 3 clusters Score -5392597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -5392599.000000 Penalty: 5273.389160
	Iteration 110Q: 3 clusters Score -5392599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -5392595.500000 Penalty: 5273.389160
	Iteration 111Q: 3 clusters Score -5392596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -5392594.000000 Penalty: 5273.389160
	Iteration 112Q: 3 clusters Score -5392594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -5392592.000000 Penalty: 5273.389160
	Iteration 113Q: 3 clusters Score -5392592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -5392604.000000 Penalty: 5273.389160
	Iteration 114Q: 3 clusters Score -5392604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -5392596.500000 Penalty: 5273.389160
	Iteration 115Q: 3 clusters Score -5392596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -5392600.000000 Penalty: 5273.389160
	Iteration 116Q: 3 clusters Score -5392600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -5392597.500000 Penalty: 5273.389160
	Iteration 117Q: 3 clusters Score -5392598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -5392586.000000 Penalty: 5273.389160
	Iteration 118Q: 3 clusters Score -5392586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -5392598.500000 Penalty: 5273.389160
	Iteration 119Q: 3 clusters Score -5392598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -5392600.500000 Penalty: 5273.389160
	Iteration 120F: 3 clusters Score -5392600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -5392611.000000 Penalty: 5273.389160
	Iteration 121Q: 3 clusters Score -5392611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -5392608.500000 Penalty: 5273.389160
	Iteration 122Q: 3 clusters Score -5392608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -5392613.000000 Penalty: 5273.389160
	Iteration 123Q: 3 clusters Score -5392613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -5392605.500000 Penalty: 5273.389160
	Iteration 124Q: 3 clusters Score -5392606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -5392619.500000 Penalty: 5273.389160
	Iteration 125Q: 3 clusters Score -5392620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -5392619.500000 Penalty: 5273.389160
	Iteration 126Q: 3 clusters Score -5392620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -5392614.000000 Penalty: 5273.389160
	Iteration 127Q: 3 clusters Score -5392614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -5392627.000000 Penalty: 5273.389160
	Iteration 128Q: 3 clusters Score -5392627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -5392623.000000 Penalty: 5273.389160
	Iteration 129Q: 3 clusters Score -5392623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -5392618.500000 Penalty: 5273.389160
	Iteration 130Q: 3 clusters Score -5392618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -5392622.500000 Penalty: 5273.389160
	Iteration 131Q: 3 clusters Score -5392622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -5392633.000000 Penalty: 5273.389160
	Iteration 132Q: 3 clusters Score -5392633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -5392639.500000 Penalty: 5273.389160
	Iteration 133Q: 3 clusters Score -5392640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -5392655.500000 Penalty: 5273.389160
	Iteration 134Q: 3 clusters Score -5392656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -5392654.000000 Penalty: 5273.389160
	Iteration 135Q: 3 clusters Score -5392654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -5392658.500000 Penalty: 5273.389160
	Iteration 136Q: 3 clusters Score -5392658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -5392659.500000 Penalty: 5273.389160
	Iteration 137Q: 3 clusters Score -5392660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -5392658.500000 Penalty: 5273.389160
	Iteration 138Q: 3 clusters Score -5392658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -5392652.000000 Penalty: 5273.389160
	Iteration 139Q: 3 clusters Score -5392652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -5392653.500000 Penalty: 5273.389160
	Iteration 140F: 3 clusters Score -5392654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -5392649.500000 Penalty: 5273.389160
	Iteration 141Q: 3 clusters Score -5392650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -5392652.000000 Penalty: 5273.389160
	Iteration 142Q: 3 clusters Score -5392652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -5392643.500000 Penalty: 5273.389160
	Iteration 143Q: 3 clusters Score -5392644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -5392647.000000 Penalty: 5273.389160
	Iteration 144Q: 3 clusters Score -5392647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -5392643.500000 Penalty: 5273.389160
	Iteration 145Q: 3 clusters Score -5392644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -5392637.500000 Penalty: 5273.389160
	Iteration 146Q: 3 clusters Score -5392638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -5392642.000000 Penalty: 5273.389160
	Iteration 147Q: 3 clusters Score -5392642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -5392650.500000 Penalty: 5273.389160
	Iteration 148Q: 3 clusters Score -5392650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -5392649.500000 Penalty: 5273.389160
	Iteration 149Q: 3 clusters Score -5392650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -5392653.000000 Penalty: 5273.389160
	Iteration 150Q: 3 clusters Score -5392653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -5392648.500000 Penalty: 5273.389160
	Iteration 151Q: 3 clusters Score -5392648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -5392647.500000 Penalty: 5273.389160
	Iteration 152Q: 3 clusters Score -5392648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -5392647.500000 Penalty: 5273.389160
	Iteration 153Q: 3 clusters Score -5392648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -5392648.000000 Penalty: 5273.389160
	Iteration 154Q: 3 clusters Score -5392648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -5392660.000000 Penalty: 5273.389160
	Iteration 155Q: 3 clusters Score -5392660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -5392657.000000 Penalty: 5273.389160
	Iteration 156Q: 3 clusters Score -5392657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -5392667.000000 Penalty: 5273.389160
	Iteration 157Q: 3 clusters Score -5392667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -5392664.000000 Penalty: 5273.389160
	Iteration 158Q: 3 clusters Score -5392664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -5392665.000000 Penalty: 5273.389160
	Iteration 159Q: 3 clusters Score -5392665 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -5392670.000000 Penalty: 5273.389160
	Iteration 160F: 3 clusters Score -5392670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -5392676.000000 Penalty: 5273.389160
	Iteration 161Q: 3 clusters Score -5392676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -5392674.000000 Penalty: 5273.389160
	Iteration 162Q: 3 clusters Score -5392674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -5392674.000000 Penalty: 5273.389160
	Iteration 163Q: 3 clusters Score -5392674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -5392684.500000 Penalty: 5273.389160
	Iteration 164Q: 3 clusters Score -5392684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -5392685.000000 Penalty: 5273.389160
	Iteration 165Q: 3 clusters Score -5392685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -5392692.500000 Penalty: 5273.389160
	Iteration 166Q: 3 clusters Score -5392692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -5392707.500000 Penalty: 5273.389160
	Iteration 167Q: 3 clusters Score -5392708 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -5392720.500000 Penalty: 5273.389160
	Iteration 168Q: 3 clusters Score -5392720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -5392719.500000 Penalty: 5273.389160
	Iteration 169Q: 3 clusters Score -5392720 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -5392744.000000 Penalty: 5273.389160
	Iteration 170Q: 3 clusters Score -5392744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -5392764.000000 Penalty: 5273.389160
	Iteration 171Q: 3 clusters Score -5392764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -5392765.000000 Penalty: 5273.389160
	Iteration 172Q: 3 clusters Score -5392765 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -5392766.000000 Penalty: 5273.389160
	Iteration 173Q: 3 clusters Score -5392766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -5392782.500000 Penalty: 5273.389160
	Iteration 174Q: 3 clusters Score -5392782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -5392789.500000 Penalty: 5273.389160
	Iteration 175Q: 3 clusters Score -5392790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -5392789.000000 Penalty: 5273.389160
	Iteration 176Q: 3 clusters Score -5392789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -5392789.000000 Penalty: 5273.389160
	Iteration 177Q: 3 clusters Score -5392789 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -5392797.000000 Penalty: 5273.389160
	Iteration 178Q: 3 clusters Score -5392797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -5392810.000000 Penalty: 5273.389160
	Iteration 179Q: 3 clusters Score -5392810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -5392813.500000 Penalty: 5273.389160
	Iteration 180F: 3 clusters Score -5392814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -5392831.000000 Penalty: 5273.389160
	Iteration 181Q: 3 clusters Score -5392831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -5392848.500000 Penalty: 5273.389160
	Iteration 182Q: 3 clusters Score -5392848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -5392852.000000 Penalty: 5273.389160
	Iteration 183Q: 3 clusters Score -5392852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -5392864.000000 Penalty: 5273.389160
	Iteration 184Q: 3 clusters Score -5392864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -5392871.000000 Penalty: 5273.389160
	Iteration 185Q: 3 clusters Score -5392871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -5392872.000000 Penalty: 5273.389160
	Iteration 186Q: 3 clusters Score -5392872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -5392888.500000 Penalty: 5273.389160
	Iteration 187Q: 3 clusters Score -5392888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -5392907.500000 Penalty: 5273.389160
	Iteration 188Q: 3 clusters Score -5392908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -5392908.500000 Penalty: 5273.389160
	Iteration 189Q: 3 clusters Score -5392908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -5392905.500000 Penalty: 5273.389160
	Iteration 190Q: 3 clusters Score -5392906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -5392906.000000 Penalty: 5273.389160
	Iteration 191Q: 3 clusters Score -5392906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -5392916.000000 Penalty: 5273.389160
	Iteration 192Q: 3 clusters Score -5392916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -5392917.000000 Penalty: 5273.389160
	Iteration 193Q: 3 clusters Score -5392917 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -5392938.500000 Penalty: 5273.389160
	Iteration 194Q: 3 clusters Score -5392938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -5392937.500000 Penalty: 5273.389160
	Iteration 195Q: 3 clusters Score -5392938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -5392943.000000 Penalty: 5273.389160
	Iteration 196Q: 3 clusters Score -5392943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -5392943.000000 Penalty: 5273.389160
	Iteration 197Q: 3 clusters Score -5392943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -5392954.500000 Penalty: 5273.389160
	Iteration 198Q: 3 clusters Score -5392954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -5392958.500000 Penalty: 5273.389160
	Iteration 199Q: 3 clusters Score -5392958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -5392973.000000 Penalty: 5273.389160
	Iteration 200F: 3 clusters Score -5392973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -5392974.000000 Penalty: 5273.389160
	Iteration 201Q: 3 clusters Score -5392974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -5392981.500000 Penalty: 5273.389160
	Iteration 202Q: 3 clusters Score -5392982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -5392991.500000 Penalty: 5273.389160
	Iteration 203Q: 3 clusters Score -5392992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -5392993.000000 Penalty: 5273.389160
	Iteration 204Q: 3 clusters Score -5392993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -5392993.500000 Penalty: 5273.389160
	Iteration 205Q: 3 clusters Score -5392994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -5392998.000000 Penalty: 5273.389160
	Iteration 206Q: 3 clusters Score -5392998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -5393004.500000 Penalty: 5273.389160
	Iteration 207Q: 3 clusters Score -5393004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -5392996.000000 Penalty: 5273.389160
	Iteration 208Q: 3 clusters Score -5392996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -5393002.000000 Penalty: 5273.389160
	Iteration 209Q: 3 clusters Score -5393002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -5393012.500000 Penalty: 5273.389160
	Iteration 210Q: 3 clusters Score -5393012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -5393013.000000 Penalty: 5273.389160
	Iteration 211Q: 3 clusters Score -5393013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -5393016.500000 Penalty: 5273.389160
	Iteration 212Q: 3 clusters Score -5393016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -5393011.500000 Penalty: 5273.389160
	Iteration 213Q: 3 clusters Score -5393012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -5393013.000000 Penalty: 5273.389160
	Iteration 214Q: 3 clusters Score -5393013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -5393014.000000 Penalty: 5273.389160
	Iteration 215Q: 3 clusters Score -5393014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -5393013.000000 Penalty: 5273.389160
	Iteration 216Q: 3 clusters Score -5393013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -5393009.000000 Penalty: 5273.389160
	Iteration 217Q: 3 clusters Score -5393009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -5393014.500000 Penalty: 5273.389160
	Iteration 218Q: 3 clusters Score -5393014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -5393018.500000 Penalty: 5273.389160
	Iteration 219Q: 3 clusters Score -5393018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -5393022.000000 Penalty: 5273.389160
	Iteration 220F: 3 clusters Score -5393022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -5393024.500000 Penalty: 5273.389160
	Iteration 221Q: 3 clusters Score -5393024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -5393031.500000 Penalty: 5273.389160
	Iteration 222Q: 3 clusters Score -5393032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -5393026.500000 Penalty: 5273.389160
	Iteration 223Q: 3 clusters Score -5393026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -5393031.500000 Penalty: 5273.389160
	Iteration 224Q: 3 clusters Score -5393032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -5393044.500000 Penalty: 5273.389160
	Iteration 225Q: 3 clusters Score -5393044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -5393045.000000 Penalty: 5273.389160
	Iteration 226Q: 3 clusters Score -5393045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -5393063.500000 Penalty: 5273.389160
	Iteration 227Q: 3 clusters Score -5393064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -5393061.000000 Penalty: 5273.389160
	Iteration 228Q: 3 clusters Score -5393061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -5393063.500000 Penalty: 5273.389160
	Iteration 229Q: 3 clusters Score -5393064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -5393066.000000 Penalty: 5273.389160
	Iteration 230Q: 3 clusters Score -5393066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -5393071.500000 Penalty: 5273.389160
	Iteration 231Q: 3 clusters Score -5393072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -5393083.000000 Penalty: 5273.389160
	Iteration 232Q: 3 clusters Score -5393083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -5393090.000000 Penalty: 5273.389160
	Iteration 233Q: 3 clusters Score -5393090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -5393091.500000 Penalty: 5273.389160
	Iteration 234Q: 3 clusters Score -5393092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -5393095.500000 Penalty: 5273.389160
	Iteration 235Q: 3 clusters Score -5393096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -5393092.500000 Penalty: 5273.389160
	Iteration 236Q: 3 clusters Score -5393092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -5393092.500000 Penalty: 5273.389160
	Iteration 237Q: 3 clusters Score -5393092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -5393096.500000 Penalty: 5273.389160
	Iteration 238Q: 3 clusters Score -5393096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -5393099.500000 Penalty: 5273.389160
	Iteration 239Q: 3 clusters Score -5393100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -5393104.500000 Penalty: 5273.389160
	Iteration 240F: 3 clusters Score -5393104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -5393108.500000 Penalty: 5273.389160
	Iteration 241Q: 3 clusters Score -5393108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -5393109.000000 Penalty: 5273.389160
	Iteration 242Q: 3 clusters Score -5393109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -5393105.000000 Penalty: 5273.389160
	Iteration 243Q: 3 clusters Score -5393105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -5393109.500000 Penalty: 5273.389160
	Iteration 244Q: 3 clusters Score -5393110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -5393108.000000 Penalty: 5273.389160
	Iteration 245Q: 3 clusters Score -5393108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -5393108.000000 Penalty: 5273.389160
	Iteration 246F: 3 clusters Score -5393108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -47296.886719 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -47296.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45957.261719 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -45957.26 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46245.871094 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -46245.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46382.468750 Penalty: 3030.186768
	Iteration 2F: 3 clusters Score -46382.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -46530.714844 Penalty: 3030.186768
	Iteration 3F: 3 clusters Score -46530.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46685.230469 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -46685.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46799.250000 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -46799.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46834.546875 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -46834.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46852.449219 Penalty: 3030.186768
	Iteration 7Q: 3 clusters Score -46852.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46872.613281 Penalty: 3030.186768
	Iteration 8Q: 3 clusters Score -46872.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46874.671875 Penalty: 3030.186768
	Iteration 9Q: 3 clusters Score -46874.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46876.359375 Penalty: 3030.186768
	Iteration 10Q: 3 clusters Score -46876.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46879.105469 Penalty: 3030.186768
	Iteration 11Q: 3 clusters Score -46879.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46879.105469 Penalty: 3030.186768
	Iteration 12F: 3 clusters Score -46879.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -285574.343750 Penalty: 1914.894531
	Iteration 0F: 2 clusters Score -285574.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -282796.906250 Penalty: 3829.789062
	Iteration 0F: 3 clusters Score -282796.9 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -283275.562500 Penalty: 3829.789062
	Iteration 1F: 3 clusters Score -283275.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -283382.781250 Penalty: 3829.789062
	Iteration 2F: 3 clusters Score -283382.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -283444.406250 Penalty: 3829.789062
	Iteration 3Q: 3 clusters Score -283444.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -283485.218750 Penalty: 3829.789062
	Iteration 4Q: 3 clusters Score -283485.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -283505.812500 Penalty: 3829.789062
	Iteration 5Q: 3 clusters Score -283505.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -283526.812500 Penalty: 3829.789062
	Iteration 6Q: 3 clusters Score -283526.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -283543.187500 Penalty: 3829.789062
	Iteration 7Q: 3 clusters Score -283543.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -283555.531250 Penalty: 3829.789062
	Iteration 8Q: 3 clusters Score -283555.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -283562.062500 Penalty: 3829.789062
	Iteration 9Q: 3 clusters Score -283562.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -283568.031250 Penalty: 3829.789062
	Iteration 10Q: 3 clusters Score -283568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -283571.156250 Penalty: 3829.789062
	Iteration 11Q: 3 clusters Score -283571.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -283572.468750 Penalty: 3829.789062
	Iteration 12Q: 3 clusters Score -283572.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -283574.437500 Penalty: 3829.789062
	Iteration 13Q: 3 clusters Score -283574.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -283577.406250 Penalty: 3829.789062
	Iteration 14Q: 3 clusters Score -283577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -283581.093750 Penalty: 3829.789062
	Iteration 15Q: 3 clusters Score -283581.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -283581.218750 Penalty: 3829.789062
	Iteration 16Q: 3 clusters Score -283581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -283581.843750 Penalty: 3829.789062
	Iteration 17Q: 3 clusters Score -283581.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -283581.843750 Penalty: 3829.789062
	Iteration 18F: 3 clusters Score -283581.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Entering Unmasked Estep 
Score: -2554801.000000 Penalty: 2446.998047
	Iteration 0F: 2 clusters Score -2554801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2541105.250000 Penalty: 4893.996094
	Iteration 0F: 3 clusters Score -2541105 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2545610.000000 Penalty: 4893.996094
	Iteration 1F: 3 clusters Score -2545610 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2545982.000000 Penalty: 4893.996094
	Iteration 2F: 3 clusters Score -2545982 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2546266.500000 Penalty: 4893.996094
	Iteration 3Q: 3 clusters Score -2546266 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2546533.750000 Penalty: 4893.996094
	Iteration 4Q: 3 clusters Score -2546534 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2546795.500000 Penalty: 4893.996094
	Iteration 5Q: 3 clusters Score -2546796 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2547106.750000 Penalty: 4893.996094
	Iteration 6Q: 3 clusters Score -2547107 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2547483.000000 Penalty: 4893.996094
	Iteration 7Q: 3 clusters Score -2547483 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2547970.500000 Penalty: 4893.996094
	Iteration 8Q: 3 clusters Score -2547970 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2548541.750000 Penalty: 4893.996094
	Iteration 9Q: 3 clusters Score -2548542 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2549181.250000 Penalty: 4893.996094
	Iteration 10Q: 3 clusters Score -2549181 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2549876.000000 Penalty: 4893.996094
	Iteration 11Q: 3 clusters Score -2549876 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2550538.750000 Penalty: 4893.996094
	Iteration 12Q: 3 clusters Score -2550539 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2551101.500000 Penalty: 4893.996094
	Iteration 13Q: 3 clusters Score -2551102 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2551538.250000 Penalty: 4893.996094
	Iteration 14Q: 3 clusters Score -2551538 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2551869.500000 Penalty: 4893.996094
	Iteration 15Q: 3 clusters Score -2551870 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2552079.500000 Penalty: 4893.996094
	Iteration 16Q: 3 clusters Score -2552080 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2552222.000000 Penalty: 4893.996094
	Iteration 17Q: 3 clusters Score -2552222 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2552326.500000 Penalty: 4893.996094
	Iteration 18Q: 3 clusters Score -2552326 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2552393.000000 Penalty: 4893.996094
	Iteration 19Q: 3 clusters Score -2552393 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2552451.500000 Penalty: 4893.996094
	Iteration 20F: 3 clusters Score -2552452 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2552488.500000 Penalty: 4893.996094
	Iteration 21Q: 3 clusters Score -2552488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2552526.000000 Penalty: 4893.996094
	Iteration 22Q: 3 clusters Score -2552526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2552546.000000 Penalty: 4893.996094
	Iteration 23Q: 3 clusters Score -2552546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2552570.500000 Penalty: 4893.996094
	Iteration 24Q: 3 clusters Score -2552570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2552584.250000 Penalty: 4893.996094
	Iteration 25Q: 3 clusters Score -2552584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2552600.750000 Penalty: 4893.996094
	Iteration 26Q: 3 clusters Score -2552601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2552610.500000 Penalty: 4893.996094
	Iteration 27Q: 3 clusters Score -2552610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2552621.250000 Penalty: 4893.996094
	Iteration 28Q: 3 clusters Score -2552621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2552625.000000 Penalty: 4893.996094
	Iteration 29Q: 3 clusters Score -2552625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2552633.500000 Penalty: 4893.996094
	Iteration 30Q: 3 clusters Score -2552634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2552634.000000 Penalty: 4893.996094
	Iteration 31Q: 3 clusters Score -2552634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2552639.500000 Penalty: 4893.996094
	Iteration 32Q: 3 clusters Score -2552640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2552645.000000 Penalty: 4893.996094
	Iteration 33Q: 3 clusters Score -2552645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2552649.000000 Penalty: 4893.996094
	Iteration 34Q: 3 clusters Score -2552649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2552648.500000 Penalty: 4893.996094
	Iteration 35Q: 3 clusters Score -2552648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2552653.750000 Penalty: 4893.996094
	Iteration 36Q: 3 clusters Score -2552654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2552656.750000 Penalty: 4893.996094
	Iteration 37Q: 3 clusters Score -2552657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2552659.250000 Penalty: 4893.996094
	Iteration 38Q: 3 clusters Score -2552659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2552662.750000 Penalty: 4893.996094
	Iteration 39Q: 3 clusters Score -2552663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2552662.250000 Penalty: 4893.996094
	Iteration 40F: 3 clusters Score -2552662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2552664.250000 Penalty: 4893.996094
	Iteration 41Q: 3 clusters Score -2552664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2552669.500000 Penalty: 4893.996094
	Iteration 42Q: 3 clusters Score -2552670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2552672.250000 Penalty: 4893.996094
	Iteration 43Q: 3 clusters Score -2552672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2552678.500000 Penalty: 4893.996094
	Iteration 44Q: 3 clusters Score -2552678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2552678.250000 Penalty: 4893.996094
	Iteration 45Q: 3 clusters Score -2552678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -2552681.250000 Penalty: 4893.996094
	Iteration 46Q: 3 clusters Score -2552681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2552688.250000 Penalty: 4893.996094
	Iteration 47Q: 3 clusters Score -2552688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2552689.250000 Penalty: 4893.996094
	Iteration 48Q: 3 clusters Score -2552689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2552693.500000 Penalty: 4893.996094
	Iteration 49Q: 3 clusters Score -2552694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2552697.500000 Penalty: 4893.996094
	Iteration 50Q: 3 clusters Score -2552698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2552696.500000 Penalty: 4893.996094
	Iteration 51Q: 3 clusters Score -2552696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2552698.500000 Penalty: 4893.996094
	Iteration 52Q: 3 clusters Score -2552698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2552698.500000 Penalty: 4893.996094
	Iteration 53F: 3 clusters Score -2552698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (192923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192923 members 
Entering Unmasked Estep 
Score: -25072062.000000 Penalty: 3018.171631
	Iteration 0F: 2 clusters Score -2.507206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95878 members 
Mstep: Class 2 contains 97045 members 
Entering Unmasked Estep 
Score: -24947292.000000 Penalty: 6036.343262
	Iteration 0F: 3 clusters Score -2.494729e+07 nChanged 92396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86972 members 
Mstep: Class 2 contains 105951 members 
Entering Unmasked Estep 
Score: -25002806.000000 Penalty: 6036.343262
	Iteration 1F: 3 clusters Score -2.500281e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80912 members 
Mstep: Class 2 contains 112011 members 
Entering Unmasked Estep 
Score: -25006086.000000 Penalty: 6036.343262
	Iteration 2Q: 3 clusters Score -2.500609e+07 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 121205 members 
Entering Unmasked Estep 
Score: -25012050.000000 Penalty: 6036.343262
	Iteration 3F: 3 clusters Score -2.501205e+07 nChanged 14961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 134346 members 
Entering Unmasked Estep 
Score: -25022286.000000 Penalty: 6036.343262
	Iteration 4F: 3 clusters Score -2.502229e+07 nChanged 17715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 150613 members 
Entering Unmasked Estep 
Score: -25037558.000000 Penalty: 6036.343262
	Iteration 5F: 3 clusters Score -2.503756e+07 nChanged 15755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 165458 members 
Entering Unmasked Estep 
Score: -25052566.000000 Penalty: 6036.343262
	Iteration 6F: 3 clusters Score -2.505257e+07 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 174520 members 
Entering Unmasked Estep 
Score: -25063342.000000 Penalty: 6036.343262
	Iteration 7F: 3 clusters Score -2.506334e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 177640 members 
Entering Unmasked Estep 
Score: -25068180.000000 Penalty: 6036.343262
	Iteration 8Q: 3 clusters Score -2.506818e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 178635 members 
Entering Unmasked Estep 
Score: -25069366.000000 Penalty: 6036.343262
	Iteration 9Q: 3 clusters Score -2.506937e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 179340 members 
Entering Unmasked Estep 
Score: -25069828.000000 Penalty: 6036.343262
	Iteration 10Q: 3 clusters Score -2.506983e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 179969 members 
Entering Unmasked Estep 
Score: -25070110.000000 Penalty: 6036.343262
	Iteration 11Q: 3 clusters Score -2.507011e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 180533 members 
Entering Unmasked Estep 
Score: -25070220.000000 Penalty: 6036.343262
	Iteration 12Q: 3 clusters Score -2.507022e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 181053 members 
Entering Unmasked Estep 
Score: -25070246.000000 Penalty: 6036.343262
	Iteration 13Q: 3 clusters Score -2.507025e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 181542 members 
Entering Unmasked Estep 
Score: -25070278.000000 Penalty: 6036.343262
	Iteration 14Q: 3 clusters Score -2.507028e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 181987 members 
Entering Unmasked Estep 
Score: -25070330.000000 Penalty: 6036.343262
	Iteration 15Q: 3 clusters Score -2.507033e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 182408 members 
Entering Unmasked Estep 
Score: -25070388.000000 Penalty: 6036.343262
	Iteration 16Q: 3 clusters Score -2.507039e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 182774 members 
Entering Unmasked Estep 
Score: -25070300.000000 Penalty: 6036.343262
	Iteration 17Q: 3 clusters Score -2.50703e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 183127 members 
Entering Unmasked Estep 
Score: -25070318.000000 Penalty: 6036.343262
	Iteration 18Q: 3 clusters Score -2.507032e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 183474 members 
Entering Unmasked Estep 
Score: -25070338.000000 Penalty: 6036.343262
	Iteration 19Q: 3 clusters Score -2.507034e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 183832 members 
Entering Unmasked Estep 
Score: -25070390.000000 Penalty: 6036.343262
	Iteration 20F: 3 clusters Score -2.507039e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 184176 members 
Entering Unmasked Estep 
Score: -25070432.000000 Penalty: 6036.343262
	Iteration 21Q: 3 clusters Score -2.507043e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 184526 members 
Entering Unmasked Estep 
Score: -25070394.000000 Penalty: 6036.343262
	Iteration 22Q: 3 clusters Score -2.507039e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 184871 members 
Entering Unmasked Estep 
Score: -25070454.000000 Penalty: 6036.343262
	Iteration 23Q: 3 clusters Score -2.507045e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 185196 members 
Entering Unmasked Estep 
Score: -25070480.000000 Penalty: 6036.343262
	Iteration 24Q: 3 clusters Score -2.507048e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 185510 members 
Entering Unmasked Estep 
Score: -25070456.000000 Penalty: 6036.343262
	Iteration 25Q: 3 clusters Score -2.507046e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 185777 members 
Entering Unmasked Estep 
Score: -25070490.000000 Penalty: 6036.343262
	Iteration 26Q: 3 clusters Score -2.507049e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 186051 members 
Entering Unmasked Estep 
Score: -25070498.000000 Penalty: 6036.343262
	Iteration 27Q: 3 clusters Score -2.50705e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 186320 members 
Entering Unmasked Estep 
Score: -25070556.000000 Penalty: 6036.343262
	Iteration 28Q: 3 clusters Score -2.507056e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 186559 members 
Entering Unmasked Estep 
Score: -25070576.000000 Penalty: 6036.343262
	Iteration 29Q: 3 clusters Score -2.507058e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 186782 members 
Entering Unmasked Estep 
Score: -25070592.000000 Penalty: 6036.343262
	Iteration 30Q: 3 clusters Score -2.507059e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 187007 members 
Entering Unmasked Estep 
Score: -25070592.000000 Penalty: 6036.343262
	Iteration 31Q: 3 clusters Score -2.507059e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 187202 members 
Entering Unmasked Estep 
Score: -25070576.000000 Penalty: 6036.343262
	Iteration 32Q: 3 clusters Score -2.507058e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 187394 members 
Entering Unmasked Estep 
Score: -25070616.000000 Penalty: 6036.343262
	Iteration 33Q: 3 clusters Score -2.507062e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 187559 members 
Entering Unmasked Estep 
Score: -25070670.000000 Penalty: 6036.343262
	Iteration 34Q: 3 clusters Score -2.507067e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 187703 members 
Entering Unmasked Estep 
Score: -25070654.000000 Penalty: 6036.343262
	Iteration 35Q: 3 clusters Score -2.507065e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 187819 members 
Entering Unmasked Estep 
Score: -25070692.000000 Penalty: 6036.343262
	Iteration 36Q: 3 clusters Score -2.507069e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 187913 members 
Entering Unmasked Estep 
Score: -25070684.000000 Penalty: 6036.343262
	Iteration 37Q: 3 clusters Score -2.507068e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 187994 members 
Entering Unmasked Estep 
Score: -25070714.000000 Penalty: 6036.343262
	Iteration 38Q: 3 clusters Score -2.507071e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 188056 members 
Entering Unmasked Estep 
Score: -25070718.000000 Penalty: 6036.343262
	Iteration 39Q: 3 clusters Score -2.507072e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 188125 members 
Entering Unmasked Estep 
Score: -25070692.000000 Penalty: 6036.343262
	Iteration 40F: 3 clusters Score -2.507069e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 188183 members 
Entering Unmasked Estep 
Score: -25070706.000000 Penalty: 6036.343262
	Iteration 41Q: 3 clusters Score -2.507071e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 188243 members 
Entering Unmasked Estep 
Score: -25070724.000000 Penalty: 6036.343262
	Iteration 42Q: 3 clusters Score -2.507072e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 188310 members 
Entering Unmasked Estep 
Score: -25070734.000000 Penalty: 6036.343262
	Iteration 43Q: 3 clusters Score -2.507073e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 188382 members 
Entering Unmasked Estep 
Score: -25070748.000000 Penalty: 6036.343262
	Iteration 44Q: 3 clusters Score -2.507075e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 188455 members 
Entering Unmasked Estep 
Score: -25070726.000000 Penalty: 6036.343262
	Iteration 45Q: 3 clusters Score -2.507073e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 188515 members 
Entering Unmasked Estep 
Score: -25070690.000000 Penalty: 6036.343262
	Iteration 46Q: 3 clusters Score -2.507069e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 188568 members 
Entering Unmasked Estep 
Score: -25070694.000000 Penalty: 6036.343262
	Iteration 47Q: 3 clusters Score -2.507069e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 188611 members 
Entering Unmasked Estep 
Score: -25070692.000000 Penalty: 6036.343262
	Iteration 48Q: 3 clusters Score -2.507069e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 188657 members 
Entering Unmasked Estep 
Score: -25070704.000000 Penalty: 6036.343262
	Iteration 49Q: 3 clusters Score -2.50707e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 188695 members 
Entering Unmasked Estep 
Score: -25070698.000000 Penalty: 6036.343262
	Iteration 50Q: 3 clusters Score -2.50707e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 188724 members 
Entering Unmasked Estep 
Score: -25070684.000000 Penalty: 6036.343262
	Iteration 51Q: 3 clusters Score -2.507068e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 188759 members 
Entering Unmasked Estep 
Score: -25070694.000000 Penalty: 6036.343262
	Iteration 52Q: 3 clusters Score -2.507069e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 188780 members 
Entering Unmasked Estep 
Score: -25070678.000000 Penalty: 6036.343262
	Iteration 53Q: 3 clusters Score -2.507068e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 188815 members 
Entering Unmasked Estep 
Score: -25070700.000000 Penalty: 6036.343262
	Iteration 54Q: 3 clusters Score -2.50707e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 188846 members 
Entering Unmasked Estep 
Score: -25070682.000000 Penalty: 6036.343262
	Iteration 55Q: 3 clusters Score -2.507068e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 188885 members 
Entering Unmasked Estep 
Score: -25070704.000000 Penalty: 6036.343262
	Iteration 56Q: 3 clusters Score -2.50707e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 188928 members 
Entering Unmasked Estep 
Score: -25070682.000000 Penalty: 6036.343262
	Iteration 57Q: 3 clusters Score -2.507068e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 188970 members 
Entering Unmasked Estep 
Score: -25070642.000000 Penalty: 6036.343262
	Iteration 58Q: 3 clusters Score -2.507064e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 189002 members 
Entering Unmasked Estep 
Score: -25070634.000000 Penalty: 6036.343262
	Iteration 59Q: 3 clusters Score -2.507063e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 189026 members 
Entering Unmasked Estep 
Score: -25070638.000000 Penalty: 6036.343262
	Iteration 60F: 3 clusters Score -2.507064e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 189045 members 
Entering Unmasked Estep 
Score: -25070640.000000 Penalty: 6036.343262
	Iteration 61Q: 3 clusters Score -2.507064e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 189067 members 
Entering Unmasked Estep 
Score: -25070668.000000 Penalty: 6036.343262
	Iteration 62Q: 3 clusters Score -2.507067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 189087 members 
Entering Unmasked Estep 
Score: -25070644.000000 Penalty: 6036.343262
	Iteration 63Q: 3 clusters Score -2.507064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 189102 members 
Entering Unmasked Estep 
Score: -25070638.000000 Penalty: 6036.343262
	Iteration 64Q: 3 clusters Score -2.507064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 189116 members 
Entering Unmasked Estep 
Score: -25070612.000000 Penalty: 6036.343262
	Iteration 65Q: 3 clusters Score -2.507061e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 189133 members 
Entering Unmasked Estep 
Score: -25070640.000000 Penalty: 6036.343262
	Iteration 66Q: 3 clusters Score -2.507064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 189146 members 
Entering Unmasked Estep 
Score: -25070640.000000 Penalty: 6036.343262
	Iteration 67Q: 3 clusters Score -2.507064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 189161 members 
Entering Unmasked Estep 
Score: -25070630.000000 Penalty: 6036.343262
	Iteration 68Q: 3 clusters Score -2.507063e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 189180 members 
Entering Unmasked Estep 
Score: -25070658.000000 Penalty: 6036.343262
	Iteration 69Q: 3 clusters Score -2.507066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 189199 members 
Entering Unmasked Estep 
Score: -25070642.000000 Penalty: 6036.343262
	Iteration 70Q: 3 clusters Score -2.507064e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 189216 members 
Entering Unmasked Estep 
Score: -25070658.000000 Penalty: 6036.343262
	Iteration 71Q: 3 clusters Score -2.507066e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 189237 members 
Entering Unmasked Estep 
Score: -25070648.000000 Penalty: 6036.343262
	Iteration 72Q: 3 clusters Score -2.507065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 189250 members 
Entering Unmasked Estep 
Score: -25070640.000000 Penalty: 6036.343262
	Iteration 73Q: 3 clusters Score -2.507064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 189262 members 
Entering Unmasked Estep 
Score: -25070626.000000 Penalty: 6036.343262
	Iteration 74Q: 3 clusters Score -2.507063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 189276 members 
Entering Unmasked Estep 
Score: -25070630.000000 Penalty: 6036.343262
	Iteration 75Q: 3 clusters Score -2.507063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 189288 members 
Entering Unmasked Estep 
Score: -25070604.000000 Penalty: 6036.343262
	Iteration 76Q: 3 clusters Score -2.50706e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 189306 members 
Entering Unmasked Estep 
Score: -25070614.000000 Penalty: 6036.343262
	Iteration 77Q: 3 clusters Score -2.507061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 189324 members 
Entering Unmasked Estep 
Score: -25070596.000000 Penalty: 6036.343262
	Iteration 78Q: 3 clusters Score -2.50706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 189336 members 
Entering Unmasked Estep 
Score: -25070590.000000 Penalty: 6036.343262
	Iteration 79Q: 3 clusters Score -2.507059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 189341 members 
Entering Unmasked Estep 
Score: -25070592.000000 Penalty: 6036.343262
	Iteration 80F: 3 clusters Score -2.507059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 189351 members 
Entering Unmasked Estep 
Score: -25070598.000000 Penalty: 6036.343262
	Iteration 81Q: 3 clusters Score -2.50706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 189362 members 
Entering Unmasked Estep 
Score: -25070580.000000 Penalty: 6036.343262
	Iteration 82Q: 3 clusters Score -2.507058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 189370 members 
Entering Unmasked Estep 
Score: -25070608.000000 Penalty: 6036.343262
	Iteration 83Q: 3 clusters Score -2.507061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 189378 members 
Entering Unmasked Estep 
Score: -25070572.000000 Penalty: 6036.343262
	Iteration 84Q: 3 clusters Score -2.507057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 189384 members 
Entering Unmasked Estep 
Score: -25070570.000000 Penalty: 6036.343262
	Iteration 85Q: 3 clusters Score -2.507057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 189390 members 
Entering Unmasked Estep 
Score: -25070592.000000 Penalty: 6036.343262
	Iteration 86Q: 3 clusters Score -2.507059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 189395 members 
Entering Unmasked Estep 
Score: -25070570.000000 Penalty: 6036.343262
	Iteration 87Q: 3 clusters Score -2.507057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 189398 members 
Entering Unmasked Estep 
Score: -25070558.000000 Penalty: 6036.343262
	Iteration 88Q: 3 clusters Score -2.507056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 189402 members 
Entering Unmasked Estep 
Score: -25070562.000000 Penalty: 6036.343262
	Iteration 89Q: 3 clusters Score -2.507056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 189405 members 
Entering Unmasked Estep 
Score: -25070548.000000 Penalty: 6036.343262
	Iteration 90Q: 3 clusters Score -2.507055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 189406 members 
Entering Unmasked Estep 
Score: -25070556.000000 Penalty: 6036.343262
	Iteration 91Q: 3 clusters Score -2.507056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 189407 members 
Entering Unmasked Estep 
Score: -25070550.000000 Penalty: 6036.343262
	Iteration 92Q: 3 clusters Score -2.507055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 189408 members 
Entering Unmasked Estep 
Score: -25070540.000000 Penalty: 6036.343262
	Iteration 93Q: 3 clusters Score -2.507054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 189411 members 
Entering Unmasked Estep 
Score: -25070546.000000 Penalty: 6036.343262
	Iteration 94Q: 3 clusters Score -2.507055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 189415 members 
Entering Unmasked Estep 
Score: -25070538.000000 Penalty: 6036.343262
	Iteration 95Q: 3 clusters Score -2.507054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 189418 members 
Entering Unmasked Estep 
Score: -25070548.000000 Penalty: 6036.343262
	Iteration 96Q: 3 clusters Score -2.507055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 189421 members 
Entering Unmasked Estep 
Score: -25070538.000000 Penalty: 6036.343262
	Iteration 97Q: 3 clusters Score -2.507054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 189422 members 
Entering Unmasked Estep 
Score: -25070542.000000 Penalty: 6036.343262
	Iteration 98Q: 3 clusters Score -2.507054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 189423 members 
Entering Unmasked Estep 
Score: -25070548.000000 Penalty: 6036.343262
	Iteration 99Q: 3 clusters Score -2.507055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 189423 members 
Entering Unmasked Estep 
Score: -25070548.000000 Penalty: 6036.343262
	Iteration 100F: 3 clusters Score -2.507055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15395 members 
Mstep: Class 4 contains 36181 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214642 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11571 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13629 members 
Mstep: Class 12 contains 7305 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 26462 members 
Mstep: Class 15 contains 34136 members 
Mstep: Class 16 contains 6594 members 
Mstep: Class 17 contains 60837 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12728 members 
Mstep: Class 20 contains 41433 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19282 members 
Mstep: Class 24 contains 192923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821224.000000 Penalty: 80247.148438
Iteration 199Q: 25 clusters Score -9.082122e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15403 members 
Mstep: Class 4 contains 36177 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214737 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13637 members 
Mstep: Class 12 contains 7286 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 26457 members 
Mstep: Class 15 contains 34133 members 
Mstep: Class 16 contains 6621 members 
Mstep: Class 17 contains 60837 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12725 members 
Mstep: Class 20 contains 41429 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19253 members 
Mstep: Class 24 contains 192858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821048.000000 Penalty: 80247.148438
Iteration 200F: 25 clusters Score -9.082105e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15408 members 
Mstep: Class 4 contains 36166 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214831 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11562 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13642 members 
Mstep: Class 12 contains 7270 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 26456 members 
Mstep: Class 15 contains 34135 members 
Mstep: Class 16 contains 6645 members 
Mstep: Class 17 contains 60835 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12721 members 
Mstep: Class 20 contains 41426 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19245 members 
Mstep: Class 24 contains 192776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821064.000000 Penalty: 80247.148438
Iteration 201Q: 25 clusters Score -9.082106e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 36159 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214903 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11561 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13651 members 
Mstep: Class 12 contains 7257 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 26454 members 
Mstep: Class 15 contains 34134 members 
Mstep: Class 16 contains 6659 members 
Mstep: Class 17 contains 60831 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12718 members 
Mstep: Class 20 contains 41424 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19231 members 
Mstep: Class 24 contains 192722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821080.000000 Penalty: 80247.148438
Iteration 202Q: 25 clusters Score -9.082108e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15410 members 
Mstep: Class 4 contains 36149 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 214974 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11556 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13656 members 
Mstep: Class 12 contains 7244 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 26449 members 
Mstep: Class 15 contains 34129 members 
Mstep: Class 16 contains 6673 members 
Mstep: Class 17 contains 60826 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12717 members 
Mstep: Class 20 contains 41412 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19219 members 
Mstep: Class 24 contains 192706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821384.000000 Penalty: 80247.148438
Iteration 203Q: 25 clusters Score -9.082138e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15411 members 
Mstep: Class 4 contains 36145 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215020 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11551 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13665 members 
Mstep: Class 12 contains 7237 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 26445 members 
Mstep: Class 15 contains 34129 members 
Mstep: Class 16 contains 6673 members 
Mstep: Class 17 contains 60821 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12716 members 
Mstep: Class 20 contains 41407 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19201 members 
Mstep: Class 24 contains 192701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821272.000000 Penalty: 80247.148438
Iteration 204Q: 25 clusters Score -9.082127e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15410 members 
Mstep: Class 4 contains 36144 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215073 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11544 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13675 members 
Mstep: Class 12 contains 7225 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 26439 members 
Mstep: Class 15 contains 34132 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 60817 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12715 members 
Mstep: Class 20 contains 41398 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19184 members 
Mstep: Class 24 contains 192688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821080.000000 Penalty: 80247.148438
Iteration 205Q: 25 clusters Score -9.082108e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15410 members 
Mstep: Class 4 contains 36150 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215108 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11536 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13680 members 
Mstep: Class 12 contains 7219 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 26432 members 
Mstep: Class 15 contains 34135 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 60818 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12716 members 
Mstep: Class 20 contains 41398 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19167 members 
Mstep: Class 24 contains 192674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821104.000000 Penalty: 80247.148438
Iteration 206Q: 25 clusters Score -9.08211e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15412 members 
Mstep: Class 4 contains 36149 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215132 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11534 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13685 members 
Mstep: Class 12 contains 7206 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 26429 members 
Mstep: Class 15 contains 34138 members 
Mstep: Class 16 contains 6685 members 
Mstep: Class 17 contains 60806 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12716 members 
Mstep: Class 20 contains 41393 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19155 members 
Mstep: Class 24 contains 192686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821112.000000 Penalty: 80247.148438
Iteration 207Q: 25 clusters Score -9.082111e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15416 members 
Mstep: Class 4 contains 36147 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215194 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11524 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13687 members 
Mstep: Class 12 contains 7191 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 26423 members 
Mstep: Class 15 contains 34141 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 60796 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12716 members 
Mstep: Class 20 contains 41389 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19141 members 
Mstep: Class 24 contains 192673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821216.000000 Penalty: 80247.148438
Iteration 208Q: 25 clusters Score -9.082122e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 36144 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215263 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11514 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13688 members 
Mstep: Class 12 contains 7183 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 26422 members 
Mstep: Class 15 contains 34141 members 
Mstep: Class 16 contains 6694 members 
Mstep: Class 17 contains 60777 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12710 members 
Mstep: Class 20 contains 41392 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19130 members 
Mstep: Class 24 contains 192657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821448.000000 Penalty: 80247.148438
Iteration 209Q: 25 clusters Score -9.082145e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15408 members 
Mstep: Class 4 contains 36138 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215330 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11500 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13688 members 
Mstep: Class 12 contains 7178 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26422 members 
Mstep: Class 15 contains 34141 members 
Mstep: Class 16 contains 6699 members 
Mstep: Class 17 contains 60764 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12710 members 
Mstep: Class 20 contains 41389 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19119 members 
Mstep: Class 24 contains 192649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821368.000000 Penalty: 80247.148438
Iteration 210Q: 25 clusters Score -9.082137e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15410 members 
Mstep: Class 4 contains 36134 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215396 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11493 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 7171 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 26421 members 
Mstep: Class 15 contains 34135 members 
Mstep: Class 16 contains 6701 members 
Mstep: Class 17 contains 60749 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12709 members 
Mstep: Class 20 contains 41383 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19109 members 
Mstep: Class 24 contains 192633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821384.000000 Penalty: 80247.148438
Iteration 211Q: 25 clusters Score -9.082138e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15410 members 
Mstep: Class 4 contains 36128 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215461 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11475 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13685 members 
Mstep: Class 12 contains 7172 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 26420 members 
Mstep: Class 15 contains 34137 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 60738 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12711 members 
Mstep: Class 20 contains 41381 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19105 members 
Mstep: Class 24 contains 192610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821512.000000 Penalty: 80247.148438
Iteration 212Q: 25 clusters Score -9.082151e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15409 members 
Mstep: Class 4 contains 36127 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215548 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11461 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13681 members 
Mstep: Class 12 contains 7167 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 26422 members 
Mstep: Class 15 contains 34136 members 
Mstep: Class 16 contains 6705 members 
Mstep: Class 17 contains 60736 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12706 members 
Mstep: Class 20 contains 41380 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19094 members 
Mstep: Class 24 contains 192565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821560.000000 Penalty: 80247.148438
Iteration 213Q: 25 clusters Score -9.082156e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15411 members 
Mstep: Class 4 contains 36114 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215613 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11445 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13678 members 
Mstep: Class 12 contains 7165 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 26426 members 
Mstep: Class 15 contains 34129 members 
Mstep: Class 16 contains 6710 members 
Mstep: Class 17 contains 60721 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12706 members 
Mstep: Class 20 contains 41376 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19080 members 
Mstep: Class 24 contains 192563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821656.000000 Penalty: 80247.148438
Iteration 214Q: 25 clusters Score -9.082166e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15418 members 
Mstep: Class 4 contains 36106 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215632 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11451 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13681 members 
Mstep: Class 12 contains 7166 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 26429 members 
Mstep: Class 15 contains 34123 members 
Mstep: Class 16 contains 6720 members 
Mstep: Class 17 contains 60700 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12698 members 
Mstep: Class 20 contains 41368 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19065 members 
Mstep: Class 24 contains 192581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821784.000000 Penalty: 80247.148438
Iteration 215Q: 25 clusters Score -9.082178e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15414 members 
Mstep: Class 4 contains 36094 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215638 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11444 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13680 members 
Mstep: Class 12 contains 7160 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 26430 members 
Mstep: Class 15 contains 34123 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 60690 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12695 members 
Mstep: Class 20 contains 41364 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19038 members 
Mstep: Class 24 contains 192634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821584.000000 Penalty: 80247.148438
Iteration 216Q: 25 clusters Score -9.082158e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15411 members 
Mstep: Class 4 contains 36085 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215637 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11434 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13681 members 
Mstep: Class 12 contains 7156 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 26433 members 
Mstep: Class 15 contains 34120 members 
Mstep: Class 16 contains 6742 members 
Mstep: Class 17 contains 60676 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12694 members 
Mstep: Class 20 contains 41364 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 19001 members 
Mstep: Class 24 contains 192704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821632.000000 Penalty: 80247.148438
Iteration 217Q: 25 clusters Score -9.082163e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15408 members 
Mstep: Class 4 contains 36079 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215618 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11434 members 
Mstep: Class 10 contains 1598 members 
Mstep: Class 11 contains 13681 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26435 members 
Mstep: Class 15 contains 34120 members 
Mstep: Class 16 contains 6752 members 
Mstep: Class 17 contains 60666 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12689 members 
Mstep: Class 20 contains 41371 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18960 members 
Mstep: Class 24 contains 192782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821520.000000 Penalty: 80247.148438
Iteration 218Q: 25 clusters Score -9.082152e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15404 members 
Mstep: Class 4 contains 36072 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215622 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11430 members 
Mstep: Class 10 contains 1598 members 
Mstep: Class 11 contains 13679 members 
Mstep: Class 12 contains 7150 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26436 members 
Mstep: Class 15 contains 34120 members 
Mstep: Class 16 contains 6758 members 
Mstep: Class 17 contains 60649 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 41376 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18920 members 
Mstep: Class 24 contains 192844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821600.000000 Penalty: 80247.148438
Iteration 219Q: 25 clusters Score -9.08216e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15407 members 
Mstep: Class 4 contains 36066 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215589 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11424 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 7145 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 26433 members 
Mstep: Class 15 contains 34124 members 
Mstep: Class 16 contains 6766 members 
Mstep: Class 17 contains 60644 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12680 members 
Mstep: Class 20 contains 41373 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18886 members 
Mstep: Class 24 contains 192932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821608.000000 Penalty: 80247.148438
Iteration 220F: 25 clusters Score -9.082161e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15411 members 
Mstep: Class 4 contains 36062 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215556 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11415 members 
Mstep: Class 10 contains 1599 members 
Mstep: Class 11 contains 13665 members 
Mstep: Class 12 contains 7144 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 26433 members 
Mstep: Class 15 contains 34123 members 
Mstep: Class 16 contains 6777 members 
Mstep: Class 17 contains 60636 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12682 members 
Mstep: Class 20 contains 41370 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18847 members 
Mstep: Class 24 contains 193023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821736.000000 Penalty: 80247.148438
Iteration 221Q: 25 clusters Score -9.082174e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15413 members 
Mstep: Class 4 contains 36057 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215527 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11410 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13662 members 
Mstep: Class 12 contains 7138 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 26434 members 
Mstep: Class 15 contains 34117 members 
Mstep: Class 16 contains 6789 members 
Mstep: Class 17 contains 60629 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12680 members 
Mstep: Class 20 contains 41380 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18809 members 
Mstep: Class 24 contains 193100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821968.000000 Penalty: 80247.148438
Iteration 222Q: 25 clusters Score -9.082197e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15420 members 
Mstep: Class 4 contains 36046 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215495 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11401 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 13661 members 
Mstep: Class 12 contains 7131 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 26439 members 
Mstep: Class 15 contains 34113 members 
Mstep: Class 16 contains 6801 members 
Mstep: Class 17 contains 60608 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12681 members 
Mstep: Class 20 contains 41380 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18761 members 
Mstep: Class 24 contains 193208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822208.000000 Penalty: 80247.148438
Iteration 223Q: 25 clusters Score -9.082221e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15429 members 
Mstep: Class 4 contains 36035 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215471 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11400 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 13659 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26433 members 
Mstep: Class 15 contains 34115 members 
Mstep: Class 16 contains 6812 members 
Mstep: Class 17 contains 60588 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12676 members 
Mstep: Class 20 contains 41383 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18720 members 
Mstep: Class 24 contains 193301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822096.000000 Penalty: 80247.148438
Iteration 224Q: 25 clusters Score -9.08221e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15427 members 
Mstep: Class 4 contains 36029 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215458 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11400 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13664 members 
Mstep: Class 12 contains 7123 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 26428 members 
Mstep: Class 15 contains 34113 members 
Mstep: Class 16 contains 6826 members 
Mstep: Class 17 contains 60577 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12672 members 
Mstep: Class 20 contains 41391 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18682 members 
Mstep: Class 24 contains 193360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822112.000000 Penalty: 80247.148438
Iteration 225Q: 25 clusters Score -9.082211e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15427 members 
Mstep: Class 4 contains 36024 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215455 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11394 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13664 members 
Mstep: Class 12 contains 7127 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26427 members 
Mstep: Class 15 contains 34115 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 60553 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12669 members 
Mstep: Class 20 contains 41390 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18646 members 
Mstep: Class 24 contains 193425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822152.000000 Penalty: 80247.148438
Iteration 226Q: 25 clusters Score -9.082215e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15426 members 
Mstep: Class 4 contains 36026 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215435 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11389 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13669 members 
Mstep: Class 12 contains 7129 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 26424 members 
Mstep: Class 15 contains 34116 members 
Mstep: Class 16 contains 6841 members 
Mstep: Class 17 contains 60537 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12665 members 
Mstep: Class 20 contains 41407 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18609 members 
Mstep: Class 24 contains 193477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822368.000000 Penalty: 80247.148438
Iteration 227Q: 25 clusters Score -9.082237e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15431 members 
Mstep: Class 4 contains 36025 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215438 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11374 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 7131 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 26421 members 
Mstep: Class 15 contains 34115 members 
Mstep: Class 16 contains 6846 members 
Mstep: Class 17 contains 60513 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12659 members 
Mstep: Class 20 contains 41414 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18567 members 
Mstep: Class 24 contains 193543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822176.000000 Penalty: 80247.148438
Iteration 228Q: 25 clusters Score -9.082218e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15432 members 
Mstep: Class 4 contains 36020 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215468 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11364 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13675 members 
Mstep: Class 12 contains 7132 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 26426 members 
Mstep: Class 15 contains 34115 members 
Mstep: Class 16 contains 6852 members 
Mstep: Class 17 contains 60501 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12657 members 
Mstep: Class 20 contains 41420 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18533 members 
Mstep: Class 24 contains 193556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822040.000000 Penalty: 80247.148438
Iteration 229Q: 25 clusters Score -9.082204e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15435 members 
Mstep: Class 4 contains 36021 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215512 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11345 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13679 members 
Mstep: Class 12 contains 7136 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 26424 members 
Mstep: Class 15 contains 34112 members 
Mstep: Class 16 contains 6865 members 
Mstep: Class 17 contains 60484 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12654 members 
Mstep: Class 20 contains 41417 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18497 members 
Mstep: Class 24 contains 193570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822024.000000 Penalty: 80247.148438
Iteration 230Q: 25 clusters Score -9.082202e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15428 members 
Mstep: Class 4 contains 36018 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215562 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11330 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13681 members 
Mstep: Class 12 contains 7140 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 26425 members 
Mstep: Class 15 contains 34111 members 
Mstep: Class 16 contains 6880 members 
Mstep: Class 17 contains 60472 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12652 members 
Mstep: Class 20 contains 41418 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18455 members 
Mstep: Class 24 contains 193578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822208.000000 Penalty: 80247.148438
Iteration 231Q: 25 clusters Score -9.082221e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15422 members 
Mstep: Class 4 contains 36017 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215598 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11319 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13684 members 
Mstep: Class 12 contains 7134 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 26426 members 
Mstep: Class 15 contains 34107 members 
Mstep: Class 16 contains 6892 members 
Mstep: Class 17 contains 60464 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 41418 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18417 members 
Mstep: Class 24 contains 193606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822328.000000 Penalty: 80247.148438
Iteration 232Q: 25 clusters Score -9.082233e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15429 members 
Mstep: Class 4 contains 36019 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215614 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11309 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13689 members 
Mstep: Class 12 contains 7138 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 26419 members 
Mstep: Class 15 contains 34111 members 
Mstep: Class 16 contains 6906 members 
Mstep: Class 17 contains 60450 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12648 members 
Mstep: Class 20 contains 41416 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18379 members 
Mstep: Class 24 contains 193623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822224.000000 Penalty: 80247.148438
Iteration 233Q: 25 clusters Score -9.082222e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15429 members 
Mstep: Class 4 contains 36022 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215646 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11296 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13694 members 
Mstep: Class 12 contains 7138 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 26420 members 
Mstep: Class 15 contains 34108 members 
Mstep: Class 16 contains 6911 members 
Mstep: Class 17 contains 60442 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12646 members 
Mstep: Class 20 contains 41414 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18353 members 
Mstep: Class 24 contains 193631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822304.000000 Penalty: 80247.148438
Iteration 234Q: 25 clusters Score -9.08223e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15427 members 
Mstep: Class 4 contains 36019 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215652 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11295 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13695 members 
Mstep: Class 12 contains 7138 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 26417 members 
Mstep: Class 15 contains 34107 members 
Mstep: Class 16 contains 6922 members 
Mstep: Class 17 contains 60440 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12644 members 
Mstep: Class 20 contains 41419 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18331 members 
Mstep: Class 24 contains 193644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822304.000000 Penalty: 80247.148438
Iteration 235Q: 25 clusters Score -9.08223e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15420 members 
Mstep: Class 4 contains 36024 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215648 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11292 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 7137 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 26416 members 
Mstep: Class 15 contains 34108 members 
Mstep: Class 16 contains 6924 members 
Mstep: Class 17 contains 60442 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12642 members 
Mstep: Class 20 contains 41423 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18311 members 
Mstep: Class 24 contains 193672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822040.000000 Penalty: 80247.148438
Iteration 236Q: 25 clusters Score -9.082204e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15420 members 
Mstep: Class 4 contains 36026 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215656 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11287 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13686 members 
Mstep: Class 12 contains 7136 members 
Mstep: Class 13 contains 6862 members 
Mstep: Class 14 contains 26421 members 
Mstep: Class 15 contains 34107 members 
Mstep: Class 16 contains 6930 members 
Mstep: Class 17 contains 60441 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12640 members 
Mstep: Class 20 contains 41432 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18299 members 
Mstep: Class 24 contains 193671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822160.000000 Penalty: 80247.148438
Iteration 237Q: 25 clusters Score -9.082216e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15424 members 
Mstep: Class 4 contains 36026 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215665 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11279 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13679 members 
Mstep: Class 12 contains 7138 members 
Mstep: Class 13 contains 6861 members 
Mstep: Class 14 contains 26421 members 
Mstep: Class 15 contains 34107 members 
Mstep: Class 16 contains 6939 members 
Mstep: Class 17 contains 60433 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12636 members 
Mstep: Class 20 contains 41439 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18267 members 
Mstep: Class 24 contains 193700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822144.000000 Penalty: 80247.148438
Iteration 238Q: 25 clusters Score -9.082214e+07 nChanged 329
Entering ConstructFrom: 
Score: -90822144.000000 Penalty: 80247.148438
Entering ConstructFrom: 
Trying to split cluster 1 (7162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Entering Unmasked Estep 
Score: -791755.187500 Penalty: 2201.383057
	Iteration 0F: 2 clusters Score -791755.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -786011.875000 Penalty: 4402.766113
	Iteration 0F: 3 clusters Score -786011.9 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -787748.562500 Penalty: 4402.766113
	Iteration 1F: 3 clusters Score -787748.6 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -788389.875000 Penalty: 4402.766113
	Iteration 2F: 3 clusters Score -788389.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -789068.062500 Penalty: 4402.766113
	Iteration 3F: 3 clusters Score -789068.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -789730.000000 Penalty: 4402.766113
	Iteration 4F: 3 clusters Score -789730 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -790346.312500 Penalty: 4402.766113
	Iteration 5F: 3 clusters Score -790346.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -790938.937500 Penalty: 4402.766113
	Iteration 6F: 3 clusters Score -790938.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -791379.937500 Penalty: 4402.766113
	Iteration 7F: 3 clusters Score -791379.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -791695.312500 Penalty: 4402.766113
	Iteration 8Q: 3 clusters Score -791695.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -791926.062500 Penalty: 4402.766113
	Iteration 9Q: 3 clusters Score -791926.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -792035.812500 Penalty: 4402.766113
	Iteration 10Q: 3 clusters Score -792035.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -792084.937500 Penalty: 4402.766113
	Iteration 11Q: 3 clusters Score -792084.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -792112.437500 Penalty: 4402.766113
	Iteration 12Q: 3 clusters Score -792112.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -792128.312500 Penalty: 4402.766113
	Iteration 13Q: 3 clusters Score -792128.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -792138.437500 Penalty: 4402.766113
	Iteration 14Q: 3 clusters Score -792138.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -792145.562500 Penalty: 4402.766113
	Iteration 15Q: 3 clusters Score -792145.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -792147.812500 Penalty: 4402.766113
	Iteration 16Q: 3 clusters Score -792147.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -792151.312500 Penalty: 4402.766113
	Iteration 17Q: 3 clusters Score -792151.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -792151.312500 Penalty: 4402.766113
	Iteration 18Q: 3 clusters Score -792151.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -792153.625000 Penalty: 4402.766113
	Iteration 19Q: 3 clusters Score -792153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -792155.687500 Penalty: 4402.766113
	Iteration 20F: 3 clusters Score -792155.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -792155.375000 Penalty: 4402.766113
	Iteration 21Q: 3 clusters Score -792155.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -792155.375000 Penalty: 4402.766113
	Iteration 22F: 3 clusters Score -792155.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15426 members 
Mstep: Class 4 contains 36026 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215720 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11269 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13680 members 
Mstep: Class 12 contains 7140 members 
Mstep: Class 13 contains 6860 members 
Mstep: Class 14 contains 26423 members 
Mstep: Class 15 contains 34104 members 
Mstep: Class 16 contains 6948 members 
Mstep: Class 17 contains 60415 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12639 members 
Mstep: Class 20 contains 41448 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18238 members 
Mstep: Class 24 contains 193678 members 
Mstep: Class 25 contains 546 members 
Entering Unmasked Estep 
Score: -90821248.000000 Penalty: 83590.781250
Splitting cluster 1 changes total score from -90822144.000000 to -90821248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -104715.226562 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -104715.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102821.679688 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -102821.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -103280.515625 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -103280.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -103595.015625 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -103595 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -103828.406250 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -103828.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -103975.726562 Penalty: 3393.970947
	Iteration 4F: 3 clusters Score -103975.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -104222.726562 Penalty: 3393.970947
	Iteration 5F: 3 clusters Score -104222.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -104454.210938 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -104454.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -104519.000000 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -104519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -104535.617188 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -104535.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -104540.898438 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -104540.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -104545.054688 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -104545.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -104548.351562 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -104548.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -104548.351562 Penalty: 3393.970947
	Iteration 12F: 3 clusters Score -104548.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Entering Unmasked Estep 
Score: -2014796.750000 Penalty: 2391.664795
	Iteration 0F: 2 clusters Score -2014797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2003650.500000 Penalty: 4783.329590
	Iteration 0F: 3 clusters Score -2003650 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2007321.250000 Penalty: 4783.329590
	Iteration 1F: 3 clusters Score -2007321 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2007646.125000 Penalty: 4783.329590
	Iteration 2F: 3 clusters Score -2007646 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2007911.000000 Penalty: 4783.329590
	Iteration 3Q: 3 clusters Score -2007911 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2008176.625000 Penalty: 4783.329590
	Iteration 4Q: 3 clusters Score -2008177 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2008490.375000 Penalty: 4783.329590
	Iteration 5Q: 3 clusters Score -2008490 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2008914.500000 Penalty: 4783.329590
	Iteration 6Q: 3 clusters Score -2008914 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2009430.000000 Penalty: 4783.329590
	Iteration 7F: 3 clusters Score -2009430 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2010030.000000 Penalty: 4783.329590
	Iteration 8F: 3 clusters Score -2010030 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2010700.500000 Penalty: 4783.329590
	Iteration 9F: 3 clusters Score -2010700 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2011283.750000 Penalty: 4783.329590
	Iteration 10Q: 3 clusters Score -2011284 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2011761.875000 Penalty: 4783.329590
	Iteration 11Q: 3 clusters Score -2011762 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2012098.625000 Penalty: 4783.329590
	Iteration 12Q: 3 clusters Score -2012099 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2012300.375000 Penalty: 4783.329590
	Iteration 13Q: 3 clusters Score -2012300 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2012446.000000 Penalty: 4783.329590
	Iteration 14Q: 3 clusters Score -2012446 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2012570.750000 Penalty: 4783.329590
	Iteration 15Q: 3 clusters Score -2012571 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2012660.250000 Penalty: 4783.329590
	Iteration 16Q: 3 clusters Score -2012660 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2012715.625000 Penalty: 4783.329590
	Iteration 17Q: 3 clusters Score -2012716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2012776.750000 Penalty: 4783.329590
	Iteration 18Q: 3 clusters Score -2012777 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2012806.500000 Penalty: 4783.329590
	Iteration 19Q: 3 clusters Score -2012806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2012834.625000 Penalty: 4783.329590
	Iteration 20F: 3 clusters Score -2012835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2012853.375000 Penalty: 4783.329590
	Iteration 21Q: 3 clusters Score -2012853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2012870.875000 Penalty: 4783.329590
	Iteration 22Q: 3 clusters Score -2012871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2012888.625000 Penalty: 4783.329590
	Iteration 23Q: 3 clusters Score -2012889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2012897.375000 Penalty: 4783.329590
	Iteration 24Q: 3 clusters Score -2012897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2012907.250000 Penalty: 4783.329590
	Iteration 25Q: 3 clusters Score -2012907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2012910.875000 Penalty: 4783.329590
	Iteration 26Q: 3 clusters Score -2012911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2012910.875000 Penalty: 4783.329590
	Iteration 27Q: 3 clusters Score -2012911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2012913.625000 Penalty: 4783.329590
	Iteration 28Q: 3 clusters Score -2012914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2012912.125000 Penalty: 4783.329590
	Iteration 29Q: 3 clusters Score -2012912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2012911.875000 Penalty: 4783.329590
	Iteration 30Q: 3 clusters Score -2012912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2012911.500000 Penalty: 4783.329590
	Iteration 31Q: 3 clusters Score -2012912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2012912.125000 Penalty: 4783.329590
	Iteration 32Q: 3 clusters Score -2012912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2012919.500000 Penalty: 4783.329590
	Iteration 33Q: 3 clusters Score -2012920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2012922.750000 Penalty: 4783.329590
	Iteration 34Q: 3 clusters Score -2012923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2012925.000000 Penalty: 4783.329590
	Iteration 35Q: 3 clusters Score -2012925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2012926.125000 Penalty: 4783.329590
	Iteration 36Q: 3 clusters Score -2012926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2012931.125000 Penalty: 4783.329590
	Iteration 37Q: 3 clusters Score -2012931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2012938.500000 Penalty: 4783.329590
	Iteration 38Q: 3 clusters Score -2012938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2012943.500000 Penalty: 4783.329590
	Iteration 39Q: 3 clusters Score -2012944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2012944.500000 Penalty: 4783.329590
	Iteration 40F: 3 clusters Score -2012944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2012946.625000 Penalty: 4783.329590
	Iteration 41Q: 3 clusters Score -2012947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2012951.125000 Penalty: 4783.329590
	Iteration 42Q: 3 clusters Score -2012951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2012950.875000 Penalty: 4783.329590
	Iteration 43Q: 3 clusters Score -2012951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2012949.500000 Penalty: 4783.329590
	Iteration 44Q: 3 clusters Score -2012950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2012949.500000 Penalty: 4783.329590
	Iteration 45F: 3 clusters Score -2012950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Entering Unmasked Estep 
Score: -4610093.500000 Penalty: 2602.014893
	Iteration 0F: 2 clusters Score -4610094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4585525.500000 Penalty: 5204.029785
	Iteration 0F: 3 clusters Score -4585526 nChanged 16475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -4594379.000000 Penalty: 5204.029785
	Iteration 1F: 3 clusters Score -4594379 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -4594802.500000 Penalty: 5204.029785
	Iteration 2Q: 3 clusters Score -4594802 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -4595214.000000 Penalty: 5204.029785
	Iteration 3Q: 3 clusters Score -4595214 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -4595620.500000 Penalty: 5204.029785
	Iteration 4Q: 3 clusters Score -4595620 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -4596079.000000 Penalty: 5204.029785
	Iteration 5Q: 3 clusters Score -4596079 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -4596586.500000 Penalty: 5204.029785
	Iteration 6Q: 3 clusters Score -4596586 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -4597187.000000 Penalty: 5204.029785
	Iteration 7Q: 3 clusters Score -4597187 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -4597897.000000 Penalty: 5204.029785
	Iteration 8Q: 3 clusters Score -4597897 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -4598709.000000 Penalty: 5204.029785
	Iteration 9Q: 3 clusters Score -4598709 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -4599646.500000 Penalty: 5204.029785
	Iteration 10Q: 3 clusters Score -4599646 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -4600762.500000 Penalty: 5204.029785
	Iteration 11Q: 3 clusters Score -4600762 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4602135.500000 Penalty: 5204.029785
	Iteration 12F: 3 clusters Score -4602136 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -4603417.000000 Penalty: 5204.029785
	Iteration 13F: 3 clusters Score -4603417 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -4604286.500000 Penalty: 5204.029785
	Iteration 14Q: 3 clusters Score -4604286 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -4604842.000000 Penalty: 5204.029785
	Iteration 15Q: 3 clusters Score -4604842 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -4605184.000000 Penalty: 5204.029785
	Iteration 16Q: 3 clusters Score -4605184 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -4605415.500000 Penalty: 5204.029785
	Iteration 17Q: 3 clusters Score -4605416 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -4605603.000000 Penalty: 5204.029785
	Iteration 18Q: 3 clusters Score -4605603 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -4605742.000000 Penalty: 5204.029785
	Iteration 19Q: 3 clusters Score -4605742 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -4605859.000000 Penalty: 5204.029785
	Iteration 20F: 3 clusters Score -4605859 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -4605926.500000 Penalty: 5204.029785
	Iteration 21Q: 3 clusters Score -4605926 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -4606000.000000 Penalty: 5204.029785
	Iteration 22Q: 3 clusters Score -4606000 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -4606062.000000 Penalty: 5204.029785
	Iteration 23Q: 3 clusters Score -4606062 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -4606133.500000 Penalty: 5204.029785
	Iteration 24Q: 3 clusters Score -4606134 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -4606186.000000 Penalty: 5204.029785
	Iteration 25Q: 3 clusters Score -4606186 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -4606255.500000 Penalty: 5204.029785
	Iteration 26Q: 3 clusters Score -4606256 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -4606309.500000 Penalty: 5204.029785
	Iteration 27Q: 3 clusters Score -4606310 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -4606402.500000 Penalty: 5204.029785
	Iteration 28Q: 3 clusters Score -4606402 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -4606434.000000 Penalty: 5204.029785
	Iteration 29Q: 3 clusters Score -4606434 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -4606485.000000 Penalty: 5204.029785
	Iteration 30Q: 3 clusters Score -4606485 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -4606560.000000 Penalty: 5204.029785
	Iteration 31Q: 3 clusters Score -4606560 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -4606599.000000 Penalty: 5204.029785
	Iteration 32Q: 3 clusters Score -4606599 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -4606639.500000 Penalty: 5204.029785
	Iteration 33Q: 3 clusters Score -4606640 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -4606689.500000 Penalty: 5204.029785
	Iteration 34Q: 3 clusters Score -4606690 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -4606723.000000 Penalty: 5204.029785
	Iteration 35Q: 3 clusters Score -4606723 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -4606759.500000 Penalty: 5204.029785
	Iteration 36Q: 3 clusters Score -4606760 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -4606802.500000 Penalty: 5204.029785
	Iteration 37Q: 3 clusters Score -4606802 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -4606845.500000 Penalty: 5204.029785
	Iteration 38Q: 3 clusters Score -4606846 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -4606892.000000 Penalty: 5204.029785
	Iteration 39Q: 3 clusters Score -4606892 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -4606920.500000 Penalty: 5204.029785
	Iteration 40F: 3 clusters Score -4606920 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -4606930.000000 Penalty: 5204.029785
	Iteration 41Q: 3 clusters Score -4606930 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -4606950.500000 Penalty: 5204.029785
	Iteration 42Q: 3 clusters Score -4606950 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -4606964.500000 Penalty: 5204.029785
	Iteration 43Q: 3 clusters Score -4606964 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -4606973.000000 Penalty: 5204.029785
	Iteration 44Q: 3 clusters Score -4606973 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -4606985.500000 Penalty: 5204.029785
	Iteration 45Q: 3 clusters Score -4606986 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -4606989.000000 Penalty: 5204.029785
	Iteration 46Q: 3 clusters Score -4606989 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -4606985.000000 Penalty: 5204.029785
	Iteration 47Q: 3 clusters Score -4606985 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -4606985.000000 Penalty: 5204.029785
	Iteration 48Q: 3 clusters Score -4606985 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -4606997.500000 Penalty: 5204.029785
	Iteration 49Q: 3 clusters Score -4606998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -4607009.000000 Penalty: 5204.029785
	Iteration 50Q: 3 clusters Score -4607009 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -4606998.000000 Penalty: 5204.029785
	Iteration 51Q: 3 clusters Score -4606998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -4607008.500000 Penalty: 5204.029785
	Iteration 52Q: 3 clusters Score -4607008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -4607022.000000 Penalty: 5204.029785
	Iteration 53Q: 3 clusters Score -4607022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -4607019.000000 Penalty: 5204.029785
	Iteration 54Q: 3 clusters Score -4607019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -4607026.000000 Penalty: 5204.029785
	Iteration 55Q: 3 clusters Score -4607026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -4607025.500000 Penalty: 5204.029785
	Iteration 56Q: 3 clusters Score -4607026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -4607029.000000 Penalty: 5204.029785
	Iteration 57Q: 3 clusters Score -4607029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -4607040.000000 Penalty: 5204.029785
	Iteration 58Q: 3 clusters Score -4607040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -4607041.000000 Penalty: 5204.029785
	Iteration 59Q: 3 clusters Score -4607041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -4607036.500000 Penalty: 5204.029785
	Iteration 60F: 3 clusters Score -4607036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -4607030.000000 Penalty: 5204.029785
	Iteration 61Q: 3 clusters Score -4607030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -4607035.500000 Penalty: 5204.029785
	Iteration 62Q: 3 clusters Score -4607036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -4607029.500000 Penalty: 5204.029785
	Iteration 63Q: 3 clusters Score -4607030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -4607023.500000 Penalty: 5204.029785
	Iteration 64Q: 3 clusters Score -4607024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -4607022.500000 Penalty: 5204.029785
	Iteration 65Q: 3 clusters Score -4607022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -4607025.000000 Penalty: 5204.029785
	Iteration 66Q: 3 clusters Score -4607025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -4607033.000000 Penalty: 5204.029785
	Iteration 67Q: 3 clusters Score -4607033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -4607029.500000 Penalty: 5204.029785
	Iteration 68Q: 3 clusters Score -4607030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -4607029.500000 Penalty: 5204.029785
	Iteration 69Q: 3 clusters Score -4607030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -4607028.000000 Penalty: 5204.029785
	Iteration 70Q: 3 clusters Score -4607028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -4607035.500000 Penalty: 5204.029785
	Iteration 71Q: 3 clusters Score -4607036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -4607040.000000 Penalty: 5204.029785
	Iteration 72Q: 3 clusters Score -4607040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -4607041.000000 Penalty: 5204.029785
	Iteration 73Q: 3 clusters Score -4607041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -4607037.000000 Penalty: 5204.029785
	Iteration 74Q: 3 clusters Score -4607037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -4607039.000000 Penalty: 5204.029785
	Iteration 75Q: 3 clusters Score -4607039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -4607035.000000 Penalty: 5204.029785
	Iteration 76Q: 3 clusters Score -4607035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -4607039.000000 Penalty: 5204.029785
	Iteration 77Q: 3 clusters Score -4607039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -4607040.000000 Penalty: 5204.029785
	Iteration 78Q: 3 clusters Score -4607040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -4607036.500000 Penalty: 5204.029785
	Iteration 79Q: 3 clusters Score -4607036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -4607041.000000 Penalty: 5204.029785
	Iteration 80F: 3 clusters Score -4607041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -4607037.500000 Penalty: 5204.029785
	Iteration 81Q: 3 clusters Score -4607038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -4607038.500000 Penalty: 5204.029785
	Iteration 82Q: 3 clusters Score -4607038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -4607038.500000 Penalty: 5204.029785
	Iteration 83F: 3 clusters Score -4607038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -113490.718750 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -113490.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -111584.093750 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -111584.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -111939.257812 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -111939.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -112136.070312 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -112136.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -112397.390625 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -112397.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -112651.898438 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -112651.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -112871.406250 Penalty: 3437.525391
	Iteration 5F: 3 clusters Score -112871.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -113057.820312 Penalty: 3437.525391
	Iteration 6F: 3 clusters Score -113057.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -113198.125000 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -113198.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -113447.593750 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -113447.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -113937.296875 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -113937.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -114123.351562 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -114123.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -114151.296875 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -114151.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -114161.734375 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -114161.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -114170.468750 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -114170.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -114176.257812 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -114176.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -114176.656250 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -114176.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -114177.882812 Penalty: 3437.525391
	Iteration 16Q: 3 clusters Score -114177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -114179.171875 Penalty: 3437.525391
	Iteration 17Q: 3 clusters Score -114179.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -114181.140625 Penalty: 3437.525391
	Iteration 18Q: 3 clusters Score -114181.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -114181.140625 Penalty: 3437.525391
	Iteration 19F: 3 clusters Score -114181.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15426 members 
Mstep: Class 4 contains 36026 members 
Mstep: Class 5 contains 479 members 
Mstep: Class 6 contains 215720 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11269 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13680 members 
Mstep: Class 12 contains 7140 members 
Mstep: Class 13 contains 6860 members 
Mstep: Class 14 contains 26423 members 
Mstep: Class 15 contains 34104 members 
Mstep: Class 16 contains 6948 members 
Mstep: Class 17 contains 60415 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12639 members 
Mstep: Class 20 contains 41448 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18238 members 
Mstep: Class 24 contains 193678 members 
Mstep: Class 25 contains 544 members 
Entering Unmasked Estep 
Score: -90821176.000000 Penalty: 83590.781250
Splitting cluster 5 changes total score from -90822144.000000 to -90821176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (215720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215720 members 
Entering Unmasked Estep 
Score: -28129962.000000 Penalty: 3045.870605
	Iteration 0F: 2 clusters Score -2.812996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108088 members 
Mstep: Class 2 contains 107632 members 
Entering Unmasked Estep 
Score: -27991020.000000 Penalty: 6091.741211
	Iteration 0F: 3 clusters Score -2.799102e+07 nChanged 104190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111044 members 
Mstep: Class 2 contains 104676 members 
Entering Unmasked Estep 
Score: -28052592.000000 Penalty: 6091.741211
	Iteration 1F: 3 clusters Score -2.805259e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113454 members 
Mstep: Class 2 contains 102266 members 
Entering Unmasked Estep 
Score: -28054348.000000 Penalty: 6091.741211
	Iteration 2Q: 3 clusters Score -2.805435e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117182 members 
Mstep: Class 2 contains 98538 members 
Entering Unmasked Estep 
Score: -28057232.000000 Penalty: 6091.741211
	Iteration 3Q: 3 clusters Score -2.805723e+07 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122748 members 
Mstep: Class 2 contains 92972 members 
Entering Unmasked Estep 
Score: -28061858.000000 Penalty: 6091.741211
	Iteration 4Q: 3 clusters Score -2.806186e+07 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130588 members 
Mstep: Class 2 contains 85132 members 
Entering Unmasked Estep 
Score: -28069180.000000 Penalty: 6091.741211
	Iteration 5F: 3 clusters Score -2.806918e+07 nChanged 15132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140496 members 
Mstep: Class 2 contains 75224 members 
Entering Unmasked Estep 
Score: -28080956.000000 Penalty: 6091.741211
	Iteration 6F: 3 clusters Score -2.808096e+07 nChanged 16027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150611 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -28095504.000000 Penalty: 6091.741211
	Iteration 7F: 3 clusters Score -2.80955e+07 nChanged 14052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158215 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -28108150.000000 Penalty: 6091.741211
	Iteration 8F: 3 clusters Score -2.810815e+07 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162805 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -28114644.000000 Penalty: 6091.741211
	Iteration 9Q: 3 clusters Score -2.811464e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166234 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -28117840.000000 Penalty: 6091.741211
	Iteration 10Q: 3 clusters Score -2.811784e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169211 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -28119882.000000 Penalty: 6091.741211
	Iteration 11Q: 3 clusters Score -2.811988e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171703 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -28121482.000000 Penalty: 6091.741211
	Iteration 12Q: 3 clusters Score -2.812148e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173872 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -28122680.000000 Penalty: 6091.741211
	Iteration 13Q: 3 clusters Score -2.812268e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175688 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -28123554.000000 Penalty: 6091.741211
	Iteration 14Q: 3 clusters Score -2.812355e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177270 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -28124260.000000 Penalty: 6091.741211
	Iteration 15Q: 3 clusters Score -2.812426e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178594 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -28124652.000000 Penalty: 6091.741211
	Iteration 16Q: 3 clusters Score -2.812465e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179804 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -28124764.000000 Penalty: 6091.741211
	Iteration 17Q: 3 clusters Score -2.812476e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180941 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -28124978.000000 Penalty: 6091.741211
	Iteration 18Q: 3 clusters Score -2.812498e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182024 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -28125068.000000 Penalty: 6091.741211
	Iteration 19Q: 3 clusters Score -2.812507e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183107 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -28125180.000000 Penalty: 6091.741211
	Iteration 20F: 3 clusters Score -2.812518e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184164 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -28125296.000000 Penalty: 6091.741211
	Iteration 21Q: 3 clusters Score -2.81253e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185236 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -28125470.000000 Penalty: 6091.741211
	Iteration 22Q: 3 clusters Score -2.812547e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186230 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -28125536.000000 Penalty: 6091.741211
	Iteration 23Q: 3 clusters Score -2.812554e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187268 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -28125732.000000 Penalty: 6091.741211
	Iteration 24Q: 3 clusters Score -2.812573e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188273 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -28125710.000000 Penalty: 6091.741211
	Iteration 25Q: 3 clusters Score -2.812571e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189266 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -28125822.000000 Penalty: 6091.741211
	Iteration 26Q: 3 clusters Score -2.812582e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190275 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -28125928.000000 Penalty: 6091.741211
	Iteration 27Q: 3 clusters Score -2.812593e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191278 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -28126070.000000 Penalty: 6091.741211
	Iteration 28Q: 3 clusters Score -2.812607e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192281 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -28126334.000000 Penalty: 6091.741211
	Iteration 29Q: 3 clusters Score -2.812633e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193266 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -28126416.000000 Penalty: 6091.741211
	Iteration 30Q: 3 clusters Score -2.812642e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194267 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -28126398.000000 Penalty: 6091.741211
	Iteration 31Q: 3 clusters Score -2.81264e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195260 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -28126584.000000 Penalty: 6091.741211
	Iteration 32Q: 3 clusters Score -2.812658e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196248 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -28126684.000000 Penalty: 6091.741211
	Iteration 33Q: 3 clusters Score -2.812668e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197173 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -28126814.000000 Penalty: 6091.741211
	Iteration 34Q: 3 clusters Score -2.812681e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198083 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -28126836.000000 Penalty: 6091.741211
	Iteration 35Q: 3 clusters Score -2.812684e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198978 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -28126912.000000 Penalty: 6091.741211
	Iteration 36Q: 3 clusters Score -2.812691e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199824 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -28126970.000000 Penalty: 6091.741211
	Iteration 37Q: 3 clusters Score -2.812697e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200647 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -28127048.000000 Penalty: 6091.741211
	Iteration 38Q: 3 clusters Score -2.812705e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201393 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -28127144.000000 Penalty: 6091.741211
	Iteration 39Q: 3 clusters Score -2.812714e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202139 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -28127366.000000 Penalty: 6091.741211
	Iteration 40F: 3 clusters Score -2.812737e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202818 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -28127432.000000 Penalty: 6091.741211
	Iteration 41Q: 3 clusters Score -2.812743e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203427 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -28127416.000000 Penalty: 6091.741211
	Iteration 42Q: 3 clusters Score -2.812742e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204019 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -28127498.000000 Penalty: 6091.741211
	Iteration 43Q: 3 clusters Score -2.81275e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204597 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -28127612.000000 Penalty: 6091.741211
	Iteration 44Q: 3 clusters Score -2.812761e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205126 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -28127692.000000 Penalty: 6091.741211
	Iteration 45Q: 3 clusters Score -2.812769e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205634 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -28127700.000000 Penalty: 6091.741211
	Iteration 46Q: 3 clusters Score -2.81277e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206111 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -28127654.000000 Penalty: 6091.741211
	Iteration 47Q: 3 clusters Score -2.812765e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206555 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -28127746.000000 Penalty: 6091.741211
	Iteration 48Q: 3 clusters Score -2.812775e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206990 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -28127704.000000 Penalty: 6091.741211
	Iteration 49Q: 3 clusters Score -2.81277e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207386 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -28127734.000000 Penalty: 6091.741211
	Iteration 50Q: 3 clusters Score -2.812773e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207723 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -28127746.000000 Penalty: 6091.741211
	Iteration 51Q: 3 clusters Score -2.812775e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208074 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -28127768.000000 Penalty: 6091.741211
	Iteration 52Q: 3 clusters Score -2.812777e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208445 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -28127774.000000 Penalty: 6091.741211
	Iteration 53Q: 3 clusters Score -2.812777e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208822 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -28127680.000000 Penalty: 6091.741211
	Iteration 54Q: 3 clusters Score -2.812768e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209158 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -28127628.000000 Penalty: 6091.741211
	Iteration 55Q: 3 clusters Score -2.812763e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209464 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -28127602.000000 Penalty: 6091.741211
	Iteration 56Q: 3 clusters Score -2.81276e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209750 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -28127594.000000 Penalty: 6091.741211
	Iteration 57Q: 3 clusters Score -2.812759e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210027 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -28127688.000000 Penalty: 6091.741211
	Iteration 58Q: 3 clusters Score -2.812769e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210287 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -28127650.000000 Penalty: 6091.741211
	Iteration 59Q: 3 clusters Score -2.812765e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210521 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -28127664.000000 Penalty: 6091.741211
	Iteration 60F: 3 clusters Score -2.812766e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210735 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -28127736.000000 Penalty: 6091.741211
	Iteration 61Q: 3 clusters Score -2.812774e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210926 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -28127770.000000 Penalty: 6091.741211
	Iteration 62Q: 3 clusters Score -2.812777e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211118 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -28127790.000000 Penalty: 6091.741211
	Iteration 63Q: 3 clusters Score -2.812779e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211295 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -28127792.000000 Penalty: 6091.741211
	Iteration 64Q: 3 clusters Score -2.812779e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211463 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -28127890.000000 Penalty: 6091.741211
	Iteration 65Q: 3 clusters Score -2.812789e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211634 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -28127882.000000 Penalty: 6091.741211
	Iteration 66Q: 3 clusters Score -2.812788e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211798 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -28127890.000000 Penalty: 6091.741211
	Iteration 67Q: 3 clusters Score -2.812789e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211956 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -28127932.000000 Penalty: 6091.741211
	Iteration 68Q: 3 clusters Score -2.812793e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212082 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -28127916.000000 Penalty: 6091.741211
	Iteration 69Q: 3 clusters Score -2.812792e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212183 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -28127932.000000 Penalty: 6091.741211
	Iteration 70Q: 3 clusters Score -2.812793e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212268 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -28127900.000000 Penalty: 6091.741211
	Iteration 71Q: 3 clusters Score -2.81279e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212356 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -28127892.000000 Penalty: 6091.741211
	Iteration 72Q: 3 clusters Score -2.812789e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212452 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -28127886.000000 Penalty: 6091.741211
	Iteration 73Q: 3 clusters Score -2.812789e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212537 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -28127926.000000 Penalty: 6091.741211
	Iteration 74Q: 3 clusters Score -2.812793e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212613 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -28127966.000000 Penalty: 6091.741211
	Iteration 75Q: 3 clusters Score -2.812797e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212676 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -28127948.000000 Penalty: 6091.741211
	Iteration 76Q: 3 clusters Score -2.812795e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212741 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -28127926.000000 Penalty: 6091.741211
	Iteration 77Q: 3 clusters Score -2.812793e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212793 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -28127920.000000 Penalty: 6091.741211
	Iteration 78Q: 3 clusters Score -2.812792e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212851 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -28127914.000000 Penalty: 6091.741211
	Iteration 79Q: 3 clusters Score -2.812791e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212901 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -28127910.000000 Penalty: 6091.741211
	Iteration 80F: 3 clusters Score -2.812791e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212943 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -28127912.000000 Penalty: 6091.741211
	Iteration 81Q: 3 clusters Score -2.812791e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212978 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -28127898.000000 Penalty: 6091.741211
	Iteration 82Q: 3 clusters Score -2.81279e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213017 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -28127880.000000 Penalty: 6091.741211
	Iteration 83Q: 3 clusters Score -2.812788e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213050 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -28127870.000000 Penalty: 6091.741211
	Iteration 84Q: 3 clusters Score -2.812787e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213081 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -28127882.000000 Penalty: 6091.741211
	Iteration 85Q: 3 clusters Score -2.812788e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213112 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -28127896.000000 Penalty: 6091.741211
	Iteration 86Q: 3 clusters Score -2.81279e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213143 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -28127882.000000 Penalty: 6091.741211
	Iteration 87Q: 3 clusters Score -2.812788e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213166 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -28127898.000000 Penalty: 6091.741211
	Iteration 88Q: 3 clusters Score -2.81279e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213182 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -28127908.000000 Penalty: 6091.741211
	Iteration 89Q: 3 clusters Score -2.812791e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213199 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -28127904.000000 Penalty: 6091.741211
	Iteration 90Q: 3 clusters Score -2.81279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213218 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -28127916.000000 Penalty: 6091.741211
	Iteration 91Q: 3 clusters Score -2.812792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213233 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -28127900.000000 Penalty: 6091.741211
	Iteration 92Q: 3 clusters Score -2.81279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213245 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -28127908.000000 Penalty: 6091.741211
	Iteration 93Q: 3 clusters Score -2.812791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213253 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -28127906.000000 Penalty: 6091.741211
	Iteration 94Q: 3 clusters Score -2.812791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213260 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -28127876.000000 Penalty: 6091.741211
	Iteration 95Q: 3 clusters Score -2.812788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213273 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -28127868.000000 Penalty: 6091.741211
	Iteration 96Q: 3 clusters Score -2.812787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213285 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -28127878.000000 Penalty: 6091.741211
	Iteration 97Q: 3 clusters Score -2.812788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213294 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -28127880.000000 Penalty: 6091.741211
	Iteration 98Q: 3 clusters Score -2.812788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213309 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -28127888.000000 Penalty: 6091.741211
	Iteration 99Q: 3 clusters Score -2.812789e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213324 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -28127882.000000 Penalty: 6091.741211
	Iteration 100F: 3 clusters Score -2.812788e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213339 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -28127874.000000 Penalty: 6091.741211
	Iteration 101Q: 3 clusters Score -2.812787e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213357 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -28127888.000000 Penalty: 6091.741211
	Iteration 102Q: 3 clusters Score -2.812789e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213377 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -28127876.000000 Penalty: 6091.741211
	Iteration 103Q: 3 clusters Score -2.812788e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213407 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -28127864.000000 Penalty: 6091.741211
	Iteration 104Q: 3 clusters Score -2.812786e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213431 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -28127858.000000 Penalty: 6091.741211
	Iteration 105Q: 3 clusters Score -2.812786e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213448 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -28127848.000000 Penalty: 6091.741211
	Iteration 106Q: 3 clusters Score -2.812785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213460 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -28127870.000000 Penalty: 6091.741211
	Iteration 107Q: 3 clusters Score -2.812787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213468 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -28127868.000000 Penalty: 6091.741211
	Iteration 108Q: 3 clusters Score -2.812787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213479 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -28127900.000000 Penalty: 6091.741211
	Iteration 109Q: 3 clusters Score -2.81279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213489 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -28127912.000000 Penalty: 6091.741211
	Iteration 110Q: 3 clusters Score -2.812791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213500 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -28127890.000000 Penalty: 6091.741211
	Iteration 111Q: 3 clusters Score -2.812789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213507 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -28127904.000000 Penalty: 6091.741211
	Iteration 112Q: 3 clusters Score -2.81279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213518 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -28127892.000000 Penalty: 6091.741211
	Iteration 113Q: 3 clusters Score -2.812789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213528 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -28127902.000000 Penalty: 6091.741211
	Iteration 114Q: 3 clusters Score -2.81279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213537 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -28127882.000000 Penalty: 6091.741211
	Iteration 115Q: 3 clusters Score -2.812788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213547 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -28127886.000000 Penalty: 6091.741211
	Iteration 116Q: 3 clusters Score -2.812789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213557 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -28127886.000000 Penalty: 6091.741211
	Iteration 117Q: 3 clusters Score -2.812789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213566 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -28127878.000000 Penalty: 6091.741211
	Iteration 118Q: 3 clusters Score -2.812788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213572 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -28127868.000000 Penalty: 6091.741211
	Iteration 119Q: 3 clusters Score -2.812787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213581 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -28127856.000000 Penalty: 6091.741211
	Iteration 120F: 3 clusters Score -2.812786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213590 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -28127888.000000 Penalty: 6091.741211
	Iteration 121Q: 3 clusters Score -2.812789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213595 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -28127892.000000 Penalty: 6091.741211
	Iteration 122Q: 3 clusters Score -2.812789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213604 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -28127876.000000 Penalty: 6091.741211
	Iteration 123Q: 3 clusters Score -2.812788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213612 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -28127874.000000 Penalty: 6091.741211
	Iteration 124Q: 3 clusters Score -2.812787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213623 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -28127880.000000 Penalty: 6091.741211
	Iteration 125Q: 3 clusters Score -2.812788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213634 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -28127864.000000 Penalty: 6091.741211
	Iteration 126Q: 3 clusters Score -2.812786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213640 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -28127870.000000 Penalty: 6091.741211
	Iteration 127Q: 3 clusters Score -2.812787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213643 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -28127852.000000 Penalty: 6091.741211
	Iteration 128Q: 3 clusters Score -2.812785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213645 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -28127862.000000 Penalty: 6091.741211
	Iteration 129Q: 3 clusters Score -2.812786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213648 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -28127850.000000 Penalty: 6091.741211
	Iteration 130Q: 3 clusters Score -2.812785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213652 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -28127868.000000 Penalty: 6091.741211
	Iteration 131Q: 3 clusters Score -2.812787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213658 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -28127872.000000 Penalty: 6091.741211
	Iteration 132Q: 3 clusters Score -2.812787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213664 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -28127866.000000 Penalty: 6091.741211
	Iteration 133Q: 3 clusters Score -2.812787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213675 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -28127866.000000 Penalty: 6091.741211
	Iteration 134Q: 3 clusters Score -2.812787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213685 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -28127880.000000 Penalty: 6091.741211
	Iteration 135Q: 3 clusters Score -2.812788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213694 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -28127864.000000 Penalty: 6091.741211
	Iteration 136Q: 3 clusters Score -2.812786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213704 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -28127884.000000 Penalty: 6091.741211
	Iteration 137Q: 3 clusters Score -2.812788e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213717 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -28127856.000000 Penalty: 6091.741211
	Iteration 138Q: 3 clusters Score -2.812786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213728 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -28127854.000000 Penalty: 6091.741211
	Iteration 139Q: 3 clusters Score -2.812785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213736 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -28127876.000000 Penalty: 6091.741211
	Iteration 140F: 3 clusters Score -2.812788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213741 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -28127856.000000 Penalty: 6091.741211
	Iteration 141Q: 3 clusters Score -2.812786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213742 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -28127860.000000 Penalty: 6091.741211
	Iteration 142Q: 3 clusters Score -2.812786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213748 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -28127860.000000 Penalty: 6091.741211
	Iteration 143Q: 3 clusters Score -2.812786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213751 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -28127870.000000 Penalty: 6091.741211
	Iteration 144Q: 3 clusters Score -2.812787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213756 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -28127864.000000 Penalty: 6091.741211
	Iteration 145Q: 3 clusters Score -2.812786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213769 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -28127874.000000 Penalty: 6091.741211
	Iteration 146Q: 3 clusters Score -2.812787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213779 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -28127870.000000 Penalty: 6091.741211
	Iteration 147Q: 3 clusters Score -2.812787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213787 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -28127874.000000 Penalty: 6091.741211
	Iteration 148Q: 3 clusters Score -2.812787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213790 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -28127890.000000 Penalty: 6091.741211
	Iteration 149Q: 3 clusters Score -2.812789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213796 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -28127874.000000 Penalty: 6091.741211
	Iteration 150Q: 3 clusters Score -2.812787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213805 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -28127886.000000 Penalty: 6091.741211
	Iteration 151Q: 3 clusters Score -2.812789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213818 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -28127876.000000 Penalty: 6091.741211
	Iteration 152Q: 3 clusters Score -2.812788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213826 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -28127858.000000 Penalty: 6091.741211
	Iteration 153Q: 3 clusters Score -2.812786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213829 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -28127860.000000 Penalty: 6091.741211
	Iteration 154Q: 3 clusters Score -2.812786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213834 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -28127868.000000 Penalty: 6091.741211
	Iteration 155Q: 3 clusters Score -2.812787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213836 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -28127854.000000 Penalty: 6091.741211
	Iteration 156Q: 3 clusters Score -2.812785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213840 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -28127860.000000 Penalty: 6091.741211
	Iteration 157Q: 3 clusters Score -2.812786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213839 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -28127858.000000 Penalty: 6091.741211
	Iteration 158Q: 3 clusters Score -2.812786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213839 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -28127858.000000 Penalty: 6091.741211
	Iteration 159F: 3 clusters Score -2.812786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -39392.414062 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -39392.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38034.738281 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -38034.74 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -38238.187500 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -38238.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -38391.671875 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -38391.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38502.789062 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -38502.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38571.738281 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -38571.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38610.742188 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -38610.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38620.050781 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -38620.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38629.070312 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -38629.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38631.406250 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -38631.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38636.523438 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -38636.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38642.289062 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -38642.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38642.289062 Penalty: 2952.808594
	Iteration 11F: 3 clusters Score -38642.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -59548.601562 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -59548.6 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 239 members 
Entering Unmasked Estep 
Score: -58056.515625 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -58056.52 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58206.761719 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -58206.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58271.687500 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -58271.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58292.613281 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -58292.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58303.835938 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -58303.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58303.835938 Penalty: 3072.425049
	Iteration 5F: 3 clusters Score -58303.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Entering Unmasked Estep 
Score: -1490568.625000 Penalty: 2313.793213
	Iteration 0F: 2 clusters Score -1490569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1482103.125000 Penalty: 4627.586426
	Iteration 0F: 3 clusters Score -1482103 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1484619.000000 Penalty: 4627.586426
	Iteration 1F: 3 clusters Score -1484619 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1484900.000000 Penalty: 4627.586426
	Iteration 2F: 3 clusters Score -1484900 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1485104.750000 Penalty: 4627.586426
	Iteration 3Q: 3 clusters Score -1485105 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1485279.000000 Penalty: 4627.586426
	Iteration 4Q: 3 clusters Score -1485279 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1485421.000000 Penalty: 4627.586426
	Iteration 5Q: 3 clusters Score -1485421 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1485544.125000 Penalty: 4627.586426
	Iteration 6Q: 3 clusters Score -1485544 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1485675.000000 Penalty: 4627.586426
	Iteration 7Q: 3 clusters Score -1485675 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1485803.250000 Penalty: 4627.586426
	Iteration 8Q: 3 clusters Score -1485803 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1485953.500000 Penalty: 4627.586426
	Iteration 9Q: 3 clusters Score -1485954 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1486120.375000 Penalty: 4627.586426
	Iteration 10Q: 3 clusters Score -1486120 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1486337.125000 Penalty: 4627.586426
	Iteration 11Q: 3 clusters Score -1486337 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1486616.125000 Penalty: 4627.586426
	Iteration 12Q: 3 clusters Score -1486616 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1486946.000000 Penalty: 4627.586426
	Iteration 13Q: 3 clusters Score -1486946 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1487296.125000 Penalty: 4627.586426
	Iteration 14Q: 3 clusters Score -1487296 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1487676.125000 Penalty: 4627.586426
	Iteration 15Q: 3 clusters Score -1487676 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1488025.750000 Penalty: 4627.586426
	Iteration 16Q: 3 clusters Score -1488026 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1488277.750000 Penalty: 4627.586426
	Iteration 17Q: 3 clusters Score -1488278 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1488517.125000 Penalty: 4627.586426
	Iteration 18Q: 3 clusters Score -1488517 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1488719.000000 Penalty: 4627.586426
	Iteration 19Q: 3 clusters Score -1488719 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1488899.000000 Penalty: 4627.586426
	Iteration 20F: 3 clusters Score -1488899 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1489004.125000 Penalty: 4627.586426
	Iteration 21Q: 3 clusters Score -1489004 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1489071.500000 Penalty: 4627.586426
	Iteration 22Q: 3 clusters Score -1489072 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1489124.500000 Penalty: 4627.586426
	Iteration 23Q: 3 clusters Score -1489124 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1489187.500000 Penalty: 4627.586426
	Iteration 24Q: 3 clusters Score -1489188 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1489252.750000 Penalty: 4627.586426
	Iteration 25Q: 3 clusters Score -1489253 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1489317.125000 Penalty: 4627.586426
	Iteration 26Q: 3 clusters Score -1489317 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1489363.500000 Penalty: 4627.586426
	Iteration 27Q: 3 clusters Score -1489364 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1489418.750000 Penalty: 4627.586426
	Iteration 28Q: 3 clusters Score -1489419 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1489472.750000 Penalty: 4627.586426
	Iteration 29Q: 3 clusters Score -1489473 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1489532.625000 Penalty: 4627.586426
	Iteration 30Q: 3 clusters Score -1489533 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1489572.250000 Penalty: 4627.586426
	Iteration 31Q: 3 clusters Score -1489572 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1489612.625000 Penalty: 4627.586426
	Iteration 32Q: 3 clusters Score -1489613 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1489653.375000 Penalty: 4627.586426
	Iteration 33Q: 3 clusters Score -1489653 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1489684.500000 Penalty: 4627.586426
	Iteration 34Q: 3 clusters Score -1489684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1489707.750000 Penalty: 4627.586426
	Iteration 35Q: 3 clusters Score -1489708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1489725.250000 Penalty: 4627.586426
	Iteration 36Q: 3 clusters Score -1489725 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1489734.250000 Penalty: 4627.586426
	Iteration 37Q: 3 clusters Score -1489734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1489742.375000 Penalty: 4627.586426
	Iteration 38Q: 3 clusters Score -1489742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1489757.875000 Penalty: 4627.586426
	Iteration 39Q: 3 clusters Score -1489758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1489798.750000 Penalty: 4627.586426
	Iteration 40F: 3 clusters Score -1489799 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1489827.000000 Penalty: 4627.586426
	Iteration 41Q: 3 clusters Score -1489827 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1489842.875000 Penalty: 4627.586426
	Iteration 42Q: 3 clusters Score -1489843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1489858.000000 Penalty: 4627.586426
	Iteration 43Q: 3 clusters Score -1489858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1489863.500000 Penalty: 4627.586426
	Iteration 44Q: 3 clusters Score -1489864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1489865.000000 Penalty: 4627.586426
	Iteration 45Q: 3 clusters Score -1489865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1489874.125000 Penalty: 4627.586426
	Iteration 46Q: 3 clusters Score -1489874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1489873.500000 Penalty: 4627.586426
	Iteration 47Q: 3 clusters Score -1489874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1489877.750000 Penalty: 4627.586426
	Iteration 48Q: 3 clusters Score -1489878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1489886.000000 Penalty: 4627.586426
	Iteration 49Q: 3 clusters Score -1489886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1489883.375000 Penalty: 4627.586426
	Iteration 50Q: 3 clusters Score -1489883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1489888.125000 Penalty: 4627.586426
	Iteration 51Q: 3 clusters Score -1489888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1489886.375000 Penalty: 4627.586426
	Iteration 52Q: 3 clusters Score -1489886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1489888.375000 Penalty: 4627.586426
	Iteration 53Q: 3 clusters Score -1489888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1489888.125000 Penalty: 4627.586426
	Iteration 54Q: 3 clusters Score -1489888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1489890.375000 Penalty: 4627.586426
	Iteration 55Q: 3 clusters Score -1489890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1489891.500000 Penalty: 4627.586426
	Iteration 56Q: 3 clusters Score -1489892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1489891.500000 Penalty: 4627.586426
	Iteration 57F: 3 clusters Score -1489892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -185367.640625 Penalty: 1829.684204
	Iteration 0F: 2 clusters Score -185367.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -183058.312500 Penalty: 3659.368408
	Iteration 0F: 3 clusters Score -183058.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -183509.812500 Penalty: 3659.368408
	Iteration 1F: 3 clusters Score -183509.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -183613.390625 Penalty: 3659.368408
	Iteration 2F: 3 clusters Score -183613.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -183681.218750 Penalty: 3659.368408
	Iteration 3Q: 3 clusters Score -183681.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -183725.031250 Penalty: 3659.368408
	Iteration 4Q: 3 clusters Score -183725 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -183758.484375 Penalty: 3659.368408
	Iteration 5Q: 3 clusters Score -183758.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -183794.156250 Penalty: 3659.368408
	Iteration 6Q: 3 clusters Score -183794.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -183829.921875 Penalty: 3659.368408
	Iteration 7Q: 3 clusters Score -183829.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -183853.125000 Penalty: 3659.368408
	Iteration 8Q: 3 clusters Score -183853.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -183863.734375 Penalty: 3659.368408
	Iteration 9Q: 3 clusters Score -183863.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -183870.875000 Penalty: 3659.368408
	Iteration 10Q: 3 clusters Score -183870.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -183880.546875 Penalty: 3659.368408
	Iteration 11Q: 3 clusters Score -183880.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -183885.218750 Penalty: 3659.368408
	Iteration 12Q: 3 clusters Score -183885.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -183892.843750 Penalty: 3659.368408
	Iteration 13Q: 3 clusters Score -183892.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -183896.703125 Penalty: 3659.368408
	Iteration 14Q: 3 clusters Score -183896.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -183902.875000 Penalty: 3659.368408
	Iteration 15Q: 3 clusters Score -183902.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -183906.921875 Penalty: 3659.368408
	Iteration 16Q: 3 clusters Score -183906.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -183914.625000 Penalty: 3659.368408
	Iteration 17Q: 3 clusters Score -183914.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -183924.421875 Penalty: 3659.368408
	Iteration 18Q: 3 clusters Score -183924.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -183934.343750 Penalty: 3659.368408
	Iteration 19Q: 3 clusters Score -183934.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -183941.250000 Penalty: 3659.368408
	Iteration 20F: 3 clusters Score -183941.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -183945.687500 Penalty: 3659.368408
	Iteration 21Q: 3 clusters Score -183945.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -183948.375000 Penalty: 3659.368408
	Iteration 22Q: 3 clusters Score -183948.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -183949.156250 Penalty: 3659.368408
	Iteration 23Q: 3 clusters Score -183949.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -183950.296875 Penalty: 3659.368408
	Iteration 24Q: 3 clusters Score -183950.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -183950.796875 Penalty: 3659.368408
	Iteration 25Q: 3 clusters Score -183950.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -183950.796875 Penalty: 3659.368408
	Iteration 26F: 3 clusters Score -183950.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Entering Unmasked Estep 
Score: -1789539.250000 Penalty: 2361.875244
	Iteration 0F: 2 clusters Score -1789539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1779503.625000 Penalty: 4723.750488
	Iteration 0F: 3 clusters Score -1779504 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1782633.750000 Penalty: 4723.750488
	Iteration 1F: 3 clusters Score -1782634 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1783100.625000 Penalty: 4723.750488
	Iteration 2F: 3 clusters Score -1783101 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1783531.125000 Penalty: 4723.750488
	Iteration 3F: 3 clusters Score -1783531 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1783980.750000 Penalty: 4723.750488
	Iteration 4F: 3 clusters Score -1783981 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1784458.750000 Penalty: 4723.750488
	Iteration 5F: 3 clusters Score -1784459 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1784893.250000 Penalty: 4723.750488
	Iteration 6F: 3 clusters Score -1784893 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1785261.250000 Penalty: 4723.750488
	Iteration 7Q: 3 clusters Score -1785261 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1785593.125000 Penalty: 4723.750488
	Iteration 8Q: 3 clusters Score -1785593 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1785884.375000 Penalty: 4723.750488
	Iteration 9Q: 3 clusters Score -1785884 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1786177.375000 Penalty: 4723.750488
	Iteration 10Q: 3 clusters Score -1786177 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1786506.625000 Penalty: 4723.750488
	Iteration 11Q: 3 clusters Score -1786507 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1786876.500000 Penalty: 4723.750488
	Iteration 12Q: 3 clusters Score -1786876 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1787261.875000 Penalty: 4723.750488
	Iteration 13Q: 3 clusters Score -1787262 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1787684.875000 Penalty: 4723.750488
	Iteration 14Q: 3 clusters Score -1787685 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1788169.750000 Penalty: 4723.750488
	Iteration 15Q: 3 clusters Score -1788170 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1788622.125000 Penalty: 4723.750488
	Iteration 16Q: 3 clusters Score -1788622 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1789028.750000 Penalty: 4723.750488
	Iteration 17Q: 3 clusters Score -1789029 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1789296.625000 Penalty: 4723.750488
	Iteration 18Q: 3 clusters Score -1789297 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1789471.875000 Penalty: 4723.750488
	Iteration 19Q: 3 clusters Score -1789472 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1789637.375000 Penalty: 4723.750488
	Iteration 20F: 3 clusters Score -1789637 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1789763.750000 Penalty: 4723.750488
	Iteration 21Q: 3 clusters Score -1789764 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1789874.375000 Penalty: 4723.750488
	Iteration 22Q: 3 clusters Score -1789874 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1789940.500000 Penalty: 4723.750488
	Iteration 23Q: 3 clusters Score -1789940 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1789977.875000 Penalty: 4723.750488
	Iteration 24Q: 3 clusters Score -1789978 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1790001.125000 Penalty: 4723.750488
	Iteration 25Q: 3 clusters Score -1790001 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1790009.875000 Penalty: 4723.750488
	Iteration 26Q: 3 clusters Score -1790010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1790016.000000 Penalty: 4723.750488
	Iteration 27Q: 3 clusters Score -1790016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1790018.500000 Penalty: 4723.750488
	Iteration 28Q: 3 clusters Score -1790018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1790024.125000 Penalty: 4723.750488
	Iteration 29Q: 3 clusters Score -1790024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1790029.000000 Penalty: 4723.750488
	Iteration 30Q: 3 clusters Score -1790029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1790027.875000 Penalty: 4723.750488
	Iteration 31Q: 3 clusters Score -1790028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1790029.000000 Penalty: 4723.750488
	Iteration 32Q: 3 clusters Score -1790029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1790027.000000 Penalty: 4723.750488
	Iteration 33Q: 3 clusters Score -1790027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1790028.875000 Penalty: 4723.750488
	Iteration 34Q: 3 clusters Score -1790029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1790028.125000 Penalty: 4723.750488
	Iteration 35Q: 3 clusters Score -1790028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1790031.750000 Penalty: 4723.750488
	Iteration 36Q: 3 clusters Score -1790032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1790033.625000 Penalty: 4723.750488
	Iteration 37Q: 3 clusters Score -1790034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1790033.625000 Penalty: 4723.750488
	Iteration 38Q: 3 clusters Score -1790034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1790033.500000 Penalty: 4723.750488
	Iteration 39Q: 3 clusters Score -1790034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1790033.000000 Penalty: 4723.750488
	Iteration 40F: 3 clusters Score -1790033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15426 members 
Mstep: Class 4 contains 36026 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215720 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11269 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 6777 members 
Mstep: Class 12 contains 7140 members 
Mstep: Class 13 contains 6860 members 
Mstep: Class 14 contains 26423 members 
Mstep: Class 15 contains 34104 members 
Mstep: Class 16 contains 6948 members 
Mstep: Class 17 contains 60415 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12639 members 
Mstep: Class 20 contains 41448 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18238 members 
Mstep: Class 24 contains 193678 members 
Mstep: Class 25 contains 6903 members 
Entering Unmasked Estep 
Score: -90821528.000000 Penalty: 83590.781250
Splitting cluster 11 changes total score from -90822144.000000 to -90821528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (7140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Entering Unmasked Estep 
Score: -933573.562500 Penalty: 2200.620117
	Iteration 0F: 2 clusters Score -933573.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -927752.187500 Penalty: 4401.240234
	Iteration 0F: 3 clusters Score -927752.2 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -929236.062500 Penalty: 4401.240234
	Iteration 1F: 3 clusters Score -929236.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -929438.437500 Penalty: 4401.240234
	Iteration 2F: 3 clusters Score -929438.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -929554.500000 Penalty: 4401.240234
	Iteration 3Q: 3 clusters Score -929554.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -929638.562500 Penalty: 4401.240234
	Iteration 4Q: 3 clusters Score -929638.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -929703.875000 Penalty: 4401.240234
	Iteration 5Q: 3 clusters Score -929703.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -929767.375000 Penalty: 4401.240234
	Iteration 6Q: 3 clusters Score -929767.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -929823.000000 Penalty: 4401.240234
	Iteration 7Q: 3 clusters Score -929823 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -929875.000000 Penalty: 4401.240234
	Iteration 8Q: 3 clusters Score -929875 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -929925.875000 Penalty: 4401.240234
	Iteration 9Q: 3 clusters Score -929925.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -929978.500000 Penalty: 4401.240234
	Iteration 10Q: 3 clusters Score -929978.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -930038.125000 Penalty: 4401.240234
	Iteration 11Q: 3 clusters Score -930038.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -930108.687500 Penalty: 4401.240234
	Iteration 12Q: 3 clusters Score -930108.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -930183.250000 Penalty: 4401.240234
	Iteration 13Q: 3 clusters Score -930183.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -930257.062500 Penalty: 4401.240234
	Iteration 14Q: 3 clusters Score -930257.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -930326.437500 Penalty: 4401.240234
	Iteration 15Q: 3 clusters Score -930326.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -930418.000000 Penalty: 4401.240234
	Iteration 16Q: 3 clusters Score -930418 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -930537.187500 Penalty: 4401.240234
	Iteration 17Q: 3 clusters Score -930537.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -930692.750000 Penalty: 4401.240234
	Iteration 18Q: 3 clusters Score -930692.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -930858.625000 Penalty: 4401.240234
	Iteration 19Q: 3 clusters Score -930858.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -931018.937500 Penalty: 4401.240234
	Iteration 20F: 3 clusters Score -931018.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -931157.500000 Penalty: 4401.240234
	Iteration 21Q: 3 clusters Score -931157.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -931264.187500 Penalty: 4401.240234
	Iteration 22Q: 3 clusters Score -931264.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -931361.875000 Penalty: 4401.240234
	Iteration 23Q: 3 clusters Score -931361.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -931425.875000 Penalty: 4401.240234
	Iteration 24Q: 3 clusters Score -931425.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -931474.937500 Penalty: 4401.240234
	Iteration 25Q: 3 clusters Score -931474.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -931510.687500 Penalty: 4401.240234
	Iteration 26Q: 3 clusters Score -931510.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -931539.437500 Penalty: 4401.240234
	Iteration 27Q: 3 clusters Score -931539.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -931563.375000 Penalty: 4401.240234
	Iteration 28Q: 3 clusters Score -931563.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -931590.937500 Penalty: 4401.240234
	Iteration 29Q: 3 clusters Score -931590.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -931604.125000 Penalty: 4401.240234
	Iteration 30Q: 3 clusters Score -931604.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -931612.062500 Penalty: 4401.240234
	Iteration 31Q: 3 clusters Score -931612.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -931616.125000 Penalty: 4401.240234
	Iteration 32Q: 3 clusters Score -931616.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -931619.750000 Penalty: 4401.240234
	Iteration 33Q: 3 clusters Score -931619.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -931624.937500 Penalty: 4401.240234
	Iteration 34Q: 3 clusters Score -931624.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -931632.750000 Penalty: 4401.240234
	Iteration 35Q: 3 clusters Score -931632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -931635.562500 Penalty: 4401.240234
	Iteration 36Q: 3 clusters Score -931635.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -931639.687500 Penalty: 4401.240234
	Iteration 37Q: 3 clusters Score -931639.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -931646.125000 Penalty: 4401.240234
	Iteration 38Q: 3 clusters Score -931646.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -931650.562500 Penalty: 4401.240234
	Iteration 39Q: 3 clusters Score -931650.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -931656.312500 Penalty: 4401.240234
	Iteration 40F: 3 clusters Score -931656.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -931657.000000 Penalty: 4401.240234
	Iteration 41Q: 3 clusters Score -931657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -931658.875000 Penalty: 4401.240234
	Iteration 42Q: 3 clusters Score -931658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -931660.437500 Penalty: 4401.240234
	Iteration 43Q: 3 clusters Score -931660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -931663.250000 Penalty: 4401.240234
	Iteration 44Q: 3 clusters Score -931663.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -931663.875000 Penalty: 4401.240234
	Iteration 45Q: 3 clusters Score -931663.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -931663.875000 Penalty: 4401.240234
	Iteration 46F: 3 clusters Score -931663.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Entering Unmasked Estep 
Score: -860381.625000 Penalty: 2190.698730
	Iteration 0F: 2 clusters Score -860381.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -854703.062500 Penalty: 4381.397461
	Iteration 0F: 3 clusters Score -854703.1 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -856128.187500 Penalty: 4381.397461
	Iteration 1F: 3 clusters Score -856128.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -856334.250000 Penalty: 4381.397461
	Iteration 2F: 3 clusters Score -856334.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -856503.562500 Penalty: 4381.397461
	Iteration 3Q: 3 clusters Score -856503.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -856644.562500 Penalty: 4381.397461
	Iteration 4Q: 3 clusters Score -856644.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -856804.375000 Penalty: 4381.397461
	Iteration 5Q: 3 clusters Score -856804.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -857011.312500 Penalty: 4381.397461
	Iteration 6Q: 3 clusters Score -857011.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -857194.062500 Penalty: 4381.397461
	Iteration 7Q: 3 clusters Score -857194.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -857365.500000 Penalty: 4381.397461
	Iteration 8Q: 3 clusters Score -857365.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -857503.937500 Penalty: 4381.397461
	Iteration 9Q: 3 clusters Score -857503.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -857610.875000 Penalty: 4381.397461
	Iteration 10Q: 3 clusters Score -857610.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -857703.437500 Penalty: 4381.397461
	Iteration 11Q: 3 clusters Score -857703.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -857785.812500 Penalty: 4381.397461
	Iteration 12Q: 3 clusters Score -857785.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -857863.500000 Penalty: 4381.397461
	Iteration 13Q: 3 clusters Score -857863.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -857946.750000 Penalty: 4381.397461
	Iteration 14Q: 3 clusters Score -857946.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -858010.750000 Penalty: 4381.397461
	Iteration 15Q: 3 clusters Score -858010.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -858080.875000 Penalty: 4381.397461
	Iteration 16Q: 3 clusters Score -858080.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -858135.500000 Penalty: 4381.397461
	Iteration 17Q: 3 clusters Score -858135.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -858197.937500 Penalty: 4381.397461
	Iteration 18Q: 3 clusters Score -858197.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -858259.625000 Penalty: 4381.397461
	Iteration 19Q: 3 clusters Score -858259.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -858320.937500 Penalty: 4381.397461
	Iteration 20F: 3 clusters Score -858320.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -858372.125000 Penalty: 4381.397461
	Iteration 21Q: 3 clusters Score -858372.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -858412.125000 Penalty: 4381.397461
	Iteration 22Q: 3 clusters Score -858412.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -858443.687500 Penalty: 4381.397461
	Iteration 23Q: 3 clusters Score -858443.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -858475.312500 Penalty: 4381.397461
	Iteration 24Q: 3 clusters Score -858475.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -858503.062500 Penalty: 4381.397461
	Iteration 25Q: 3 clusters Score -858503.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -858530.625000 Penalty: 4381.397461
	Iteration 26Q: 3 clusters Score -858530.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -858558.375000 Penalty: 4381.397461
	Iteration 27Q: 3 clusters Score -858558.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -858585.875000 Penalty: 4381.397461
	Iteration 28Q: 3 clusters Score -858585.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -858607.750000 Penalty: 4381.397461
	Iteration 29Q: 3 clusters Score -858607.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -858634.125000 Penalty: 4381.397461
	Iteration 30Q: 3 clusters Score -858634.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -858656.812500 Penalty: 4381.397461
	Iteration 31Q: 3 clusters Score -858656.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -858675.500000 Penalty: 4381.397461
	Iteration 32Q: 3 clusters Score -858675.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -858697.250000 Penalty: 4381.397461
	Iteration 33Q: 3 clusters Score -858697.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -858716.250000 Penalty: 4381.397461
	Iteration 34Q: 3 clusters Score -858716.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -858744.562500 Penalty: 4381.397461
	Iteration 35Q: 3 clusters Score -858744.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -858766.062500 Penalty: 4381.397461
	Iteration 36Q: 3 clusters Score -858766.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -858778.937500 Penalty: 4381.397461
	Iteration 37Q: 3 clusters Score -858778.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -858788.875000 Penalty: 4381.397461
	Iteration 38Q: 3 clusters Score -858788.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -858797.062500 Penalty: 4381.397461
	Iteration 39Q: 3 clusters Score -858797.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -858810.500000 Penalty: 4381.397461
	Iteration 40F: 3 clusters Score -858810.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -858822.125000 Penalty: 4381.397461
	Iteration 41Q: 3 clusters Score -858822.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -858835.875000 Penalty: 4381.397461
	Iteration 42Q: 3 clusters Score -858835.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -858848.812500 Penalty: 4381.397461
	Iteration 43Q: 3 clusters Score -858848.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -858869.125000 Penalty: 4381.397461
	Iteration 44Q: 3 clusters Score -858869.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -858885.375000 Penalty: 4381.397461
	Iteration 45Q: 3 clusters Score -858885.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -858901.187500 Penalty: 4381.397461
	Iteration 46Q: 3 clusters Score -858901.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -858910.562500 Penalty: 4381.397461
	Iteration 47Q: 3 clusters Score -858910.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -858922.500000 Penalty: 4381.397461
	Iteration 48Q: 3 clusters Score -858922.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -858935.187500 Penalty: 4381.397461
	Iteration 49Q: 3 clusters Score -858935.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -858946.312500 Penalty: 4381.397461
	Iteration 50Q: 3 clusters Score -858946.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -858964.875000 Penalty: 4381.397461
	Iteration 51Q: 3 clusters Score -858964.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -858984.125000 Penalty: 4381.397461
	Iteration 52Q: 3 clusters Score -858984.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -859001.000000 Penalty: 4381.397461
	Iteration 53Q: 3 clusters Score -859001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -859019.437500 Penalty: 4381.397461
	Iteration 54Q: 3 clusters Score -859019.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -859044.125000 Penalty: 4381.397461
	Iteration 55Q: 3 clusters Score -859044.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -859066.687500 Penalty: 4381.397461
	Iteration 56Q: 3 clusters Score -859066.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -859082.937500 Penalty: 4381.397461
	Iteration 57Q: 3 clusters Score -859082.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -859099.750000 Penalty: 4381.397461
	Iteration 58Q: 3 clusters Score -859099.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -859112.875000 Penalty: 4381.397461
	Iteration 59Q: 3 clusters Score -859112.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -859124.687500 Penalty: 4381.397461
	Iteration 60F: 3 clusters Score -859124.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -859133.375000 Penalty: 4381.397461
	Iteration 61Q: 3 clusters Score -859133.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -859141.437500 Penalty: 4381.397461
	Iteration 62Q: 3 clusters Score -859141.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -859147.250000 Penalty: 4381.397461
	Iteration 63Q: 3 clusters Score -859147.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -859150.125000 Penalty: 4381.397461
	Iteration 64Q: 3 clusters Score -859150.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -859153.937500 Penalty: 4381.397461
	Iteration 65Q: 3 clusters Score -859153.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -859158.250000 Penalty: 4381.397461
	Iteration 66Q: 3 clusters Score -859158.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -859164.062500 Penalty: 4381.397461
	Iteration 67Q: 3 clusters Score -859164.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -859167.000000 Penalty: 4381.397461
	Iteration 68Q: 3 clusters Score -859167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -859171.562500 Penalty: 4381.397461
	Iteration 69Q: 3 clusters Score -859171.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -859174.437500 Penalty: 4381.397461
	Iteration 70Q: 3 clusters Score -859174.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -859176.250000 Penalty: 4381.397461
	Iteration 71Q: 3 clusters Score -859176.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -859181.312500 Penalty: 4381.397461
	Iteration 72Q: 3 clusters Score -859181.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -859183.062500 Penalty: 4381.397461
	Iteration 73Q: 3 clusters Score -859183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -859183.187500 Penalty: 4381.397461
	Iteration 74Q: 3 clusters Score -859183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -859184.750000 Penalty: 4381.397461
	Iteration 75Q: 3 clusters Score -859184.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -859184.750000 Penalty: 4381.397461
	Iteration 76F: 3 clusters Score -859184.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Entering Unmasked Estep 
Score: -3176357.500000 Penalty: 2525.133545
	Iteration 0F: 2 clusters Score -3176358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3157959.250000 Penalty: 5050.267090
	Iteration 0F: 3 clusters Score -3157959 nChanged 11908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -3164662.000000 Penalty: 5050.267090
	Iteration 1F: 3 clusters Score -3164662 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3165196.750000 Penalty: 5050.267090
	Iteration 2F: 3 clusters Score -3165197 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -3165693.750000 Penalty: 5050.267090
	Iteration 3Q: 3 clusters Score -3165694 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -3166228.500000 Penalty: 5050.267090
	Iteration 4Q: 3 clusters Score -3166228 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -3166886.750000 Penalty: 5050.267090
	Iteration 5Q: 3 clusters Score -3166887 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3167718.250000 Penalty: 5050.267090
	Iteration 6F: 3 clusters Score -3167718 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -3168606.500000 Penalty: 5050.267090
	Iteration 7F: 3 clusters Score -3168606 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -3169622.000000 Penalty: 5050.267090
	Iteration 8F: 3 clusters Score -3169622 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -3170631.250000 Penalty: 5050.267090
	Iteration 9F: 3 clusters Score -3170631 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -3171535.250000 Penalty: 5050.267090
	Iteration 10Q: 3 clusters Score -3171535 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3172242.000000 Penalty: 5050.267090
	Iteration 11Q: 3 clusters Score -3172242 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -3172835.500000 Penalty: 5050.267090
	Iteration 12Q: 3 clusters Score -3172836 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3173329.000000 Penalty: 5050.267090
	Iteration 13Q: 3 clusters Score -3173329 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -3173683.500000 Penalty: 5050.267090
	Iteration 14Q: 3 clusters Score -3173684 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3173945.000000 Penalty: 5050.267090
	Iteration 15Q: 3 clusters Score -3173945 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -3174118.750000 Penalty: 5050.267090
	Iteration 16Q: 3 clusters Score -3174119 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -3174227.000000 Penalty: 5050.267090
	Iteration 17Q: 3 clusters Score -3174227 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3174323.750000 Penalty: 5050.267090
	Iteration 18Q: 3 clusters Score -3174324 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -3174452.750000 Penalty: 5050.267090
	Iteration 19Q: 3 clusters Score -3174453 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -3174562.500000 Penalty: 5050.267090
	Iteration 20F: 3 clusters Score -3174562 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3174662.750000 Penalty: 5050.267090
	Iteration 21Q: 3 clusters Score -3174663 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3174737.250000 Penalty: 5050.267090
	Iteration 22Q: 3 clusters Score -3174737 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3174781.000000 Penalty: 5050.267090
	Iteration 23Q: 3 clusters Score -3174781 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3174824.250000 Penalty: 5050.267090
	Iteration 24Q: 3 clusters Score -3174824 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3174849.000000 Penalty: 5050.267090
	Iteration 25Q: 3 clusters Score -3174849 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3174869.500000 Penalty: 5050.267090
	Iteration 26Q: 3 clusters Score -3174870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3174879.250000 Penalty: 5050.267090
	Iteration 27Q: 3 clusters Score -3174879 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3174889.000000 Penalty: 5050.267090
	Iteration 28Q: 3 clusters Score -3174889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3174901.500000 Penalty: 5050.267090
	Iteration 29Q: 3 clusters Score -3174902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3174898.500000 Penalty: 5050.267090
	Iteration 30Q: 3 clusters Score -3174898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3174897.000000 Penalty: 5050.267090
	Iteration 31Q: 3 clusters Score -3174897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -3174907.250000 Penalty: 5050.267090
	Iteration 32Q: 3 clusters Score -3174907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3174905.000000 Penalty: 5050.267090
	Iteration 33Q: 3 clusters Score -3174905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3174907.250000 Penalty: 5050.267090
	Iteration 34Q: 3 clusters Score -3174907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3174913.500000 Penalty: 5050.267090
	Iteration 35Q: 3 clusters Score -3174914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3174912.000000 Penalty: 5050.267090
	Iteration 36Q: 3 clusters Score -3174912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3174914.750000 Penalty: 5050.267090
	Iteration 37Q: 3 clusters Score -3174915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3174919.750000 Penalty: 5050.267090
	Iteration 38Q: 3 clusters Score -3174920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3174923.250000 Penalty: 5050.267090
	Iteration 39Q: 3 clusters Score -3174923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3174928.250000 Penalty: 5050.267090
	Iteration 40F: 3 clusters Score -3174928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3174927.500000 Penalty: 5050.267090
	Iteration 41Q: 3 clusters Score -3174928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3174929.500000 Penalty: 5050.267090
	Iteration 42Q: 3 clusters Score -3174930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3174931.750000 Penalty: 5050.267090
	Iteration 43Q: 3 clusters Score -3174932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3174931.500000 Penalty: 5050.267090
	Iteration 44Q: 3 clusters Score -3174932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3174930.250000 Penalty: 5050.267090
	Iteration 45Q: 3 clusters Score -3174930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3174930.000000 Penalty: 5050.267090
	Iteration 46Q: 3 clusters Score -3174930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3174930.000000 Penalty: 5050.267090
	Iteration 47F: 3 clusters Score -3174930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Entering Unmasked Estep 
Score: -4261348.500000 Penalty: 2588.418213
	Iteration 0F: 2 clusters Score -4261348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -4238216.500000 Penalty: 5176.836426
	Iteration 0F: 3 clusters Score -4238216 nChanged 15386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -4246935.000000 Penalty: 5176.836426
	Iteration 1F: 3 clusters Score -4246935 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -4248146.000000 Penalty: 5176.836426
	Iteration 2F: 3 clusters Score -4248146 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -4249573.500000 Penalty: 5176.836426
	Iteration 3F: 3 clusters Score -4249574 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -4251111.500000 Penalty: 5176.836426
	Iteration 4F: 3 clusters Score -4251112 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -4252586.000000 Penalty: 5176.836426
	Iteration 5F: 3 clusters Score -4252586 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -4254095.000000 Penalty: 5176.836426
	Iteration 6F: 3 clusters Score -4254095 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -4255767.500000 Penalty: 5176.836426
	Iteration 7F: 3 clusters Score -4255768 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -4257348.000000 Penalty: 5176.836426
	Iteration 8F: 3 clusters Score -4257348 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -4258617.500000 Penalty: 5176.836426
	Iteration 9Q: 3 clusters Score -4258618 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -4259412.000000 Penalty: 5176.836426
	Iteration 10Q: 3 clusters Score -4259412 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -4259751.000000 Penalty: 5176.836426
	Iteration 11Q: 3 clusters Score -4259751 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -4259879.000000 Penalty: 5176.836426
	Iteration 12Q: 3 clusters Score -4259879 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -4259948.500000 Penalty: 5176.836426
	Iteration 13Q: 3 clusters Score -4259948 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -4260027.000000 Penalty: 5176.836426
	Iteration 14Q: 3 clusters Score -4260027 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -4260079.000000 Penalty: 5176.836426
	Iteration 15Q: 3 clusters Score -4260079 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -4260145.000000 Penalty: 5176.836426
	Iteration 16Q: 3 clusters Score -4260145 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -4260232.500000 Penalty: 5176.836426
	Iteration 17Q: 3 clusters Score -4260232 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -4260302.000000 Penalty: 5176.836426
	Iteration 18Q: 3 clusters Score -4260302 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -4260385.000000 Penalty: 5176.836426
	Iteration 19Q: 3 clusters Score -4260385 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -4260473.000000 Penalty: 5176.836426
	Iteration 20F: 3 clusters Score -4260473 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -4260536.500000 Penalty: 5176.836426
	Iteration 21Q: 3 clusters Score -4260536 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -4260645.000000 Penalty: 5176.836426
	Iteration 22Q: 3 clusters Score -4260645 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -4260751.500000 Penalty: 5176.836426
	Iteration 23Q: 3 clusters Score -4260752 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -4260851.000000 Penalty: 5176.836426
	Iteration 24Q: 3 clusters Score -4260851 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -4260945.500000 Penalty: 5176.836426
	Iteration 25Q: 3 clusters Score -4260946 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -4260999.500000 Penalty: 5176.836426
	Iteration 26Q: 3 clusters Score -4261000 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -4261039.000000 Penalty: 5176.836426
	Iteration 27Q: 3 clusters Score -4261039 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -4261115.500000 Penalty: 5176.836426
	Iteration 28Q: 3 clusters Score -4261116 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -4261157.000000 Penalty: 5176.836426
	Iteration 29Q: 3 clusters Score -4261157 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -4261209.000000 Penalty: 5176.836426
	Iteration 30Q: 3 clusters Score -4261209 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -4261241.500000 Penalty: 5176.836426
	Iteration 31Q: 3 clusters Score -4261242 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -4261258.500000 Penalty: 5176.836426
	Iteration 32Q: 3 clusters Score -4261258 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -4261267.500000 Penalty: 5176.836426
	Iteration 33Q: 3 clusters Score -4261268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -4261268.500000 Penalty: 5176.836426
	Iteration 34Q: 3 clusters Score -4261268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -4261280.500000 Penalty: 5176.836426
	Iteration 35Q: 3 clusters Score -4261280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -4261279.500000 Penalty: 5176.836426
	Iteration 36Q: 3 clusters Score -4261280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -4261280.000000 Penalty: 5176.836426
	Iteration 37Q: 3 clusters Score -4261280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -4261278.500000 Penalty: 5176.836426
	Iteration 38Q: 3 clusters Score -4261278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -4261274.500000 Penalty: 5176.836426
	Iteration 39Q: 3 clusters Score -4261274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -4261281.000000 Penalty: 5176.836426
	Iteration 40F: 3 clusters Score -4261281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -4261287.500000 Penalty: 5176.836426
	Iteration 41Q: 3 clusters Score -4261288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -4261291.000000 Penalty: 5176.836426
	Iteration 42Q: 3 clusters Score -4261291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4261294.000000 Penalty: 5176.836426
	Iteration 43Q: 3 clusters Score -4261294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -4261295.500000 Penalty: 5176.836426
	Iteration 44Q: 3 clusters Score -4261296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -4261291.500000 Penalty: 5176.836426
	Iteration 45Q: 3 clusters Score -4261292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -4261298.500000 Penalty: 5176.836426
	Iteration 46Q: 3 clusters Score -4261298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -4261292.500000 Penalty: 5176.836426
	Iteration 47Q: 3 clusters Score -4261292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -4261294.500000 Penalty: 5176.836426
	Iteration 48Q: 3 clusters Score -4261294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -4261295.000000 Penalty: 5176.836426
	Iteration 49Q: 3 clusters Score -4261295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -4261293.500000 Penalty: 5176.836426
	Iteration 50Q: 3 clusters Score -4261294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -4261297.500000 Penalty: 5176.836426
	Iteration 51Q: 3 clusters Score -4261298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -4261295.500000 Penalty: 5176.836426
	Iteration 52Q: 3 clusters Score -4261296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -4261296.000000 Penalty: 5176.836426
	Iteration 53Q: 3 clusters Score -4261296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -4261296.500000 Penalty: 5176.836426
	Iteration 54Q: 3 clusters Score -4261296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -4261291.500000 Penalty: 5176.836426
	Iteration 55Q: 3 clusters Score -4261292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -4261291.500000 Penalty: 5176.836426
	Iteration 56F: 3 clusters Score -4261292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Entering Unmasked Estep 
Score: -922850.250000 Penalty: 2193.859863
	Iteration 0F: 2 clusters Score -922850.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -917087.625000 Penalty: 4387.719727
	Iteration 0F: 3 clusters Score -917087.6 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -918542.562500 Penalty: 4387.719727
	Iteration 1F: 3 clusters Score -918542.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -918805.562500 Penalty: 4387.719727
	Iteration 2F: 3 clusters Score -918805.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -918982.687500 Penalty: 4387.719727
	Iteration 3F: 3 clusters Score -918982.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -919105.312500 Penalty: 4387.719727
	Iteration 4Q: 3 clusters Score -919105.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -919236.625000 Penalty: 4387.719727
	Iteration 5Q: 3 clusters Score -919236.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -919390.000000 Penalty: 4387.719727
	Iteration 6Q: 3 clusters Score -919390 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -919536.375000 Penalty: 4387.719727
	Iteration 7Q: 3 clusters Score -919536.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -919653.062500 Penalty: 4387.719727
	Iteration 8Q: 3 clusters Score -919653.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -919763.812500 Penalty: 4387.719727
	Iteration 9Q: 3 clusters Score -919763.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -919867.750000 Penalty: 4387.719727
	Iteration 10Q: 3 clusters Score -919867.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -919941.687500 Penalty: 4387.719727
	Iteration 11Q: 3 clusters Score -919941.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -920012.250000 Penalty: 4387.719727
	Iteration 12Q: 3 clusters Score -920012.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -920076.062500 Penalty: 4387.719727
	Iteration 13Q: 3 clusters Score -920076.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -920126.500000 Penalty: 4387.719727
	Iteration 14Q: 3 clusters Score -920126.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -920176.625000 Penalty: 4387.719727
	Iteration 15Q: 3 clusters Score -920176.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -920220.250000 Penalty: 4387.719727
	Iteration 16Q: 3 clusters Score -920220.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -920262.875000 Penalty: 4387.719727
	Iteration 17Q: 3 clusters Score -920262.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -920307.062500 Penalty: 4387.719727
	Iteration 18Q: 3 clusters Score -920307.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -920351.312500 Penalty: 4387.719727
	Iteration 19Q: 3 clusters Score -920351.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -920392.625000 Penalty: 4387.719727
	Iteration 20F: 3 clusters Score -920392.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -920434.687500 Penalty: 4387.719727
	Iteration 21Q: 3 clusters Score -920434.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -920480.125000 Penalty: 4387.719727
	Iteration 22Q: 3 clusters Score -920480.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -920523.437500 Penalty: 4387.719727
	Iteration 23Q: 3 clusters Score -920523.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -920559.625000 Penalty: 4387.719727
	Iteration 24Q: 3 clusters Score -920559.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -920599.250000 Penalty: 4387.719727
	Iteration 25Q: 3 clusters Score -920599.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -920642.000000 Penalty: 4387.719727
	Iteration 26Q: 3 clusters Score -920642 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -920673.000000 Penalty: 4387.719727
	Iteration 27Q: 3 clusters Score -920673 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -920701.875000 Penalty: 4387.719727
	Iteration 28Q: 3 clusters Score -920701.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -920728.562500 Penalty: 4387.719727
	Iteration 29Q: 3 clusters Score -920728.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -920747.937500 Penalty: 4387.719727
	Iteration 30Q: 3 clusters Score -920747.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -920763.250000 Penalty: 4387.719727
	Iteration 31Q: 3 clusters Score -920763.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -920775.750000 Penalty: 4387.719727
	Iteration 32Q: 3 clusters Score -920775.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -920785.375000 Penalty: 4387.719727
	Iteration 33Q: 3 clusters Score -920785.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -920795.625000 Penalty: 4387.719727
	Iteration 34Q: 3 clusters Score -920795.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -920802.500000 Penalty: 4387.719727
	Iteration 35Q: 3 clusters Score -920802.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -920812.625000 Penalty: 4387.719727
	Iteration 36Q: 3 clusters Score -920812.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -920824.375000 Penalty: 4387.719727
	Iteration 37Q: 3 clusters Score -920824.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -920837.500000 Penalty: 4387.719727
	Iteration 38Q: 3 clusters Score -920837.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -920852.687500 Penalty: 4387.719727
	Iteration 39Q: 3 clusters Score -920852.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -920861.812500 Penalty: 4387.719727
	Iteration 40F: 3 clusters Score -920861.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -920868.937500 Penalty: 4387.719727
	Iteration 41Q: 3 clusters Score -920868.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -920875.250000 Penalty: 4387.719727
	Iteration 42Q: 3 clusters Score -920875.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -920880.437500 Penalty: 4387.719727
	Iteration 43Q: 3 clusters Score -920880.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -920886.375000 Penalty: 4387.719727
	Iteration 44Q: 3 clusters Score -920886.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -920890.875000 Penalty: 4387.719727
	Iteration 45Q: 3 clusters Score -920890.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -920893.062500 Penalty: 4387.719727
	Iteration 46Q: 3 clusters Score -920893.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -920897.062500 Penalty: 4387.719727
	Iteration 47Q: 3 clusters Score -920897.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -920902.750000 Penalty: 4387.719727
	Iteration 48Q: 3 clusters Score -920902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -920906.750000 Penalty: 4387.719727
	Iteration 49Q: 3 clusters Score -920906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -920914.125000 Penalty: 4387.719727
	Iteration 50Q: 3 clusters Score -920914.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -920920.250000 Penalty: 4387.719727
	Iteration 51Q: 3 clusters Score -920920.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -920929.312500 Penalty: 4387.719727
	Iteration 52Q: 3 clusters Score -920929.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -920933.937500 Penalty: 4387.719727
	Iteration 53Q: 3 clusters Score -920933.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -920942.187500 Penalty: 4387.719727
	Iteration 54Q: 3 clusters Score -920942.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -920947.937500 Penalty: 4387.719727
	Iteration 55Q: 3 clusters Score -920947.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -920953.562500 Penalty: 4387.719727
	Iteration 56Q: 3 clusters Score -920953.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -920958.812500 Penalty: 4387.719727
	Iteration 57Q: 3 clusters Score -920958.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -920963.937500 Penalty: 4387.719727
	Iteration 58Q: 3 clusters Score -920963.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -920963.812500 Penalty: 4387.719727
	Iteration 59Q: 3 clusters Score -920963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -920963.875000 Penalty: 4387.719727
	Iteration 60F: 3 clusters Score -920963.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (60415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60415 members 
Entering Unmasked Estep 
Score: -7731094.500000 Penalty: 2730.230225
	Iteration 0F: 2 clusters Score -7731094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -7690613.500000 Penalty: 5460.460449
	Iteration 0F: 3 clusters Score -7690614 nChanged 28124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -7706275.000000 Penalty: 5460.460449
	Iteration 1F: 3 clusters Score -7706275 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -7706786.500000 Penalty: 5460.460449
	Iteration 2Q: 3 clusters Score -7706786 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -7707208.500000 Penalty: 5460.460449
	Iteration 3Q: 3 clusters Score -7707208 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -7707679.500000 Penalty: 5460.460449
	Iteration 4Q: 3 clusters Score -7707680 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -7708098.000000 Penalty: 5460.460449
	Iteration 5Q: 3 clusters Score -7708098 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -7708552.500000 Penalty: 5460.460449
	Iteration 6Q: 3 clusters Score -7708552 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -7708980.500000 Penalty: 5460.460449
	Iteration 7Q: 3 clusters Score -7708980 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -7709486.000000 Penalty: 5460.460449
	Iteration 8Q: 3 clusters Score -7709486 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -7710156.500000 Penalty: 5460.460449
	Iteration 9Q: 3 clusters Score -7710156 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -7711039.500000 Penalty: 5460.460449
	Iteration 10Q: 3 clusters Score -7711040 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -7712295.500000 Penalty: 5460.460449
	Iteration 11Q: 3 clusters Score -7712296 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -7714193.500000 Penalty: 5460.460449
	Iteration 12F: 3 clusters Score -7714194 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -7716832.500000 Penalty: 5460.460449
	Iteration 13F: 3 clusters Score -7716832 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -7719725.500000 Penalty: 5460.460449
	Iteration 14F: 3 clusters Score -7719726 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -7722343.500000 Penalty: 5460.460449
	Iteration 15F: 3 clusters Score -7722344 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -7724228.000000 Penalty: 5460.460449
	Iteration 16Q: 3 clusters Score -7724228 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 54875 members 
Entering Unmasked Estep 
Score: -7725561.500000 Penalty: 5460.460449
	Iteration 17Q: 3 clusters Score -7725562 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 56090 members 
Entering Unmasked Estep 
Score: -7726422.500000 Penalty: 5460.460449
	Iteration 18Q: 3 clusters Score -7726422 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -7727013.000000 Penalty: 5460.460449
	Iteration 19Q: 3 clusters Score -7727013 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -7727394.500000 Penalty: 5460.460449
	Iteration 20F: 3 clusters Score -7727394 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -7727755.000000 Penalty: 5460.460449
	Iteration 21Q: 3 clusters Score -7727755 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -7727948.000000 Penalty: 5460.460449
	Iteration 22Q: 3 clusters Score -7727948 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 58857 members 
Entering Unmasked Estep 
Score: -7728113.000000 Penalty: 5460.460449
	Iteration 23Q: 3 clusters Score -7728113 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -7728207.500000 Penalty: 5460.460449
	Iteration 24Q: 3 clusters Score -7728208 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 59186 members 
Entering Unmasked Estep 
Score: -7728300.500000 Penalty: 5460.460449
	Iteration 25Q: 3 clusters Score -7728300 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 59288 members 
Entering Unmasked Estep 
Score: -7728371.500000 Penalty: 5460.460449
	Iteration 26Q: 3 clusters Score -7728372 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 59363 members 
Entering Unmasked Estep 
Score: -7728416.500000 Penalty: 5460.460449
	Iteration 27Q: 3 clusters Score -7728416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -7728434.000000 Penalty: 5460.460449
	Iteration 28Q: 3 clusters Score -7728434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 59474 members 
Entering Unmasked Estep 
Score: -7728487.500000 Penalty: 5460.460449
	Iteration 29Q: 3 clusters Score -7728488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -7728547.500000 Penalty: 5460.460449
	Iteration 30Q: 3 clusters Score -7728548 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 59574 members 
Entering Unmasked Estep 
Score: -7728573.000000 Penalty: 5460.460449
	Iteration 31Q: 3 clusters Score -7728573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 59600 members 
Entering Unmasked Estep 
Score: -7728594.000000 Penalty: 5460.460449
	Iteration 32Q: 3 clusters Score -7728594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 59627 members 
Entering Unmasked Estep 
Score: -7728616.500000 Penalty: 5460.460449
	Iteration 33Q: 3 clusters Score -7728616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -7728636.500000 Penalty: 5460.460449
	Iteration 34Q: 3 clusters Score -7728636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -7728661.000000 Penalty: 5460.460449
	Iteration 35Q: 3 clusters Score -7728661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -7728674.000000 Penalty: 5460.460449
	Iteration 36Q: 3 clusters Score -7728674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -7728686.500000 Penalty: 5460.460449
	Iteration 37Q: 3 clusters Score -7728686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 59729 members 
Entering Unmasked Estep 
Score: -7728696.000000 Penalty: 5460.460449
	Iteration 38Q: 3 clusters Score -7728696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -7728692.500000 Penalty: 5460.460449
	Iteration 39Q: 3 clusters Score -7728692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -7728699.500000 Penalty: 5460.460449
	Iteration 40F: 3 clusters Score -7728700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -7728703.500000 Penalty: 5460.460449
	Iteration 41Q: 3 clusters Score -7728704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 59737 members 
Entering Unmasked Estep 
Score: -7728698.000000 Penalty: 5460.460449
	Iteration 42Q: 3 clusters Score -7728698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -7728701.500000 Penalty: 5460.460449
	Iteration 43Q: 3 clusters Score -7728702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -7728707.000000 Penalty: 5460.460449
	Iteration 44Q: 3 clusters Score -7728707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -7728707.500000 Penalty: 5460.460449
	Iteration 45Q: 3 clusters Score -7728708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
Score: -7728711.500000 Penalty: 5460.460449
	Iteration 46Q: 3 clusters Score -7728712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 59742 members 
Entering Unmasked Estep 
Score: -7728713.000000 Penalty: 5460.460449
	Iteration 47Q: 3 clusters Score -7728713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 59744 members 
Entering Unmasked Estep 
Score: -7728707.000000 Penalty: 5460.460449
	Iteration 48Q: 3 clusters Score -7728707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -7728714.500000 Penalty: 5460.460449
	Iteration 49Q: 3 clusters Score -7728714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -7728711.500000 Penalty: 5460.460449
	Iteration 50Q: 3 clusters Score -7728712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 59751 members 
Entering Unmasked Estep 
Score: -7728715.500000 Penalty: 5460.460449
	Iteration 51Q: 3 clusters Score -7728716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -7728728.000000 Penalty: 5460.460449
	Iteration 52Q: 3 clusters Score -7728728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -7728732.500000 Penalty: 5460.460449
	Iteration 53Q: 3 clusters Score -7728732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -7728726.000000 Penalty: 5460.460449
	Iteration 54Q: 3 clusters Score -7728726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -7728736.000000 Penalty: 5460.460449
	Iteration 55Q: 3 clusters Score -7728736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -7728729.500000 Penalty: 5460.460449
	Iteration 56Q: 3 clusters Score -7728730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -7728733.500000 Penalty: 5460.460449
	Iteration 57Q: 3 clusters Score -7728734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -7728737.500000 Penalty: 5460.460449
	Iteration 58Q: 3 clusters Score -7728738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -7728740.000000 Penalty: 5460.460449
	Iteration 59Q: 3 clusters Score -7728740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -7728736.500000 Penalty: 5460.460449
	Iteration 60F: 3 clusters Score -7728736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -7728743.500000 Penalty: 5460.460449
	Iteration 61Q: 3 clusters Score -7728744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -7728733.000000 Penalty: 5460.460449
	Iteration 62Q: 3 clusters Score -7728733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -7728746.500000 Penalty: 5460.460449
	Iteration 63Q: 3 clusters Score -7728746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 59787 members 
Entering Unmasked Estep 
Score: -7728745.000000 Penalty: 5460.460449
	Iteration 64Q: 3 clusters Score -7728745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 59787 members 
Entering Unmasked Estep 
Score: -7728745.000000 Penalty: 5460.460449
	Iteration 65F: 3 clusters Score -7728745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Entering Unmasked Estep 
Score: -297108.750000 Penalty: 1925.334717
	Iteration 0F: 2 clusters Score -297108.8 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 1162 members 
Entering Unmasked Estep 
Score: -294259.687500 Penalty: 3850.669434
	Iteration 0F: 3 clusters Score -294259.7 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -294762.406250 Penalty: 3850.669434
	Iteration 1F: 3 clusters Score -294762.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -294931.781250 Penalty: 3850.669434
	Iteration 2F: 3 clusters Score -294931.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -295016.468750 Penalty: 3850.669434
	Iteration 3F: 3 clusters Score -295016.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -295051.125000 Penalty: 3850.669434
	Iteration 4Q: 3 clusters Score -295051.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -295072.125000 Penalty: 3850.669434
	Iteration 5Q: 3 clusters Score -295072.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -295090.968750 Penalty: 3850.669434
	Iteration 6Q: 3 clusters Score -295091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -295106.812500 Penalty: 3850.669434
	Iteration 7Q: 3 clusters Score -295106.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -295124.656250 Penalty: 3850.669434
	Iteration 8Q: 3 clusters Score -295124.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -295145.718750 Penalty: 3850.669434
	Iteration 9Q: 3 clusters Score -295145.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -295160.687500 Penalty: 3850.669434
	Iteration 10Q: 3 clusters Score -295160.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -295174.906250 Penalty: 3850.669434
	Iteration 11Q: 3 clusters Score -295174.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -295185.406250 Penalty: 3850.669434
	Iteration 12Q: 3 clusters Score -295185.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -295195.218750 Penalty: 3850.669434
	Iteration 13Q: 3 clusters Score -295195.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -295213.468750 Penalty: 3850.669434
	Iteration 14Q: 3 clusters Score -295213.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -295238.093750 Penalty: 3850.669434
	Iteration 15Q: 3 clusters Score -295238.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -295265.437500 Penalty: 3850.669434
	Iteration 16Q: 3 clusters Score -295265.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -295296.687500 Penalty: 3850.669434
	Iteration 17Q: 3 clusters Score -295296.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -295316.656250 Penalty: 3850.669434
	Iteration 18Q: 3 clusters Score -295316.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -295347.375000 Penalty: 3850.669434
	Iteration 19Q: 3 clusters Score -295347.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -295379.968750 Penalty: 3850.669434
	Iteration 20F: 3 clusters Score -295380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -295417.000000 Penalty: 3850.669434
	Iteration 21Q: 3 clusters Score -295417 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -295457.437500 Penalty: 3850.669434
	Iteration 22Q: 3 clusters Score -295457.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -295490.250000 Penalty: 3850.669434
	Iteration 23Q: 3 clusters Score -295490.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -295518.812500 Penalty: 3850.669434
	Iteration 24Q: 3 clusters Score -295518.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -295536.906250 Penalty: 3850.669434
	Iteration 25Q: 3 clusters Score -295536.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -295549.187500 Penalty: 3850.669434
	Iteration 26Q: 3 clusters Score -295549.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -295551.906250 Penalty: 3850.669434
	Iteration 27Q: 3 clusters Score -295551.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -295556.187500 Penalty: 3850.669434
	Iteration 28Q: 3 clusters Score -295556.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -295560.437500 Penalty: 3850.669434
	Iteration 29Q: 3 clusters Score -295560.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -295563.843750 Penalty: 3850.669434
	Iteration 30Q: 3 clusters Score -295563.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -295568.937500 Penalty: 3850.669434
	Iteration 31Q: 3 clusters Score -295568.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -295573.562500 Penalty: 3850.669434
	Iteration 32Q: 3 clusters Score -295573.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -295577.687500 Penalty: 3850.669434
	Iteration 33Q: 3 clusters Score -295577.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -295579.125000 Penalty: 3850.669434
	Iteration 34Q: 3 clusters Score -295579.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -295580.312500 Penalty: 3850.669434
	Iteration 35Q: 3 clusters Score -295580.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -295583.093750 Penalty: 3850.669434
	Iteration 36Q: 3 clusters Score -295583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -295584.937500 Penalty: 3850.669434
	Iteration 37Q: 3 clusters Score -295584.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -295587.031250 Penalty: 3850.669434
	Iteration 38Q: 3 clusters Score -295587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -295589.687500 Penalty: 3850.669434
	Iteration 39Q: 3 clusters Score -295589.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -295594.625000 Penalty: 3850.669434
	Iteration 40F: 3 clusters Score -295594.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -295597.312500 Penalty: 3850.669434
	Iteration 41Q: 3 clusters Score -295597.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -295598.781250 Penalty: 3850.669434
	Iteration 42Q: 3 clusters Score -295598.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -295601.031250 Penalty: 3850.669434
	Iteration 43Q: 3 clusters Score -295601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -295602.437500 Penalty: 3850.669434
	Iteration 44Q: 3 clusters Score -295602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -295603.406250 Penalty: 3850.669434
	Iteration 45Q: 3 clusters Score -295603.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -295603.406250 Penalty: 3850.669434
	Iteration 46F: 3 clusters Score -295603.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Entering Unmasked Estep 
Score: -1570271.375000 Penalty: 2342.246582
	Iteration 0F: 2 clusters Score -1570271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1560985.500000 Penalty: 4684.493164
	Iteration 0F: 3 clusters Score -1560986 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1563788.500000 Penalty: 4684.493164
	Iteration 1F: 3 clusters Score -1563788 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1564151.000000 Penalty: 4684.493164
	Iteration 2F: 3 clusters Score -1564151 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1564483.750000 Penalty: 4684.493164
	Iteration 3F: 3 clusters Score -1564484 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1564809.625000 Penalty: 4684.493164
	Iteration 4Q: 3 clusters Score -1564810 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1565163.375000 Penalty: 4684.493164
	Iteration 5Q: 3 clusters Score -1565163 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1565555.375000 Penalty: 4684.493164
	Iteration 6F: 3 clusters Score -1565555 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1565968.125000 Penalty: 4684.493164
	Iteration 7F: 3 clusters Score -1565968 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1566420.500000 Penalty: 4684.493164
	Iteration 8F: 3 clusters Score -1566420 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1566839.250000 Penalty: 4684.493164
	Iteration 9Q: 3 clusters Score -1566839 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1567151.375000 Penalty: 4684.493164
	Iteration 10Q: 3 clusters Score -1567151 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1567427.000000 Penalty: 4684.493164
	Iteration 11Q: 3 clusters Score -1567427 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1567647.625000 Penalty: 4684.493164
	Iteration 12Q: 3 clusters Score -1567648 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1567804.375000 Penalty: 4684.493164
	Iteration 13Q: 3 clusters Score -1567804 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1567935.000000 Penalty: 4684.493164
	Iteration 14Q: 3 clusters Score -1567935 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1568029.875000 Penalty: 4684.493164
	Iteration 15Q: 3 clusters Score -1568030 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1568097.125000 Penalty: 4684.493164
	Iteration 16Q: 3 clusters Score -1568097 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1568152.125000 Penalty: 4684.493164
	Iteration 17Q: 3 clusters Score -1568152 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1568186.125000 Penalty: 4684.493164
	Iteration 18Q: 3 clusters Score -1568186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1568216.125000 Penalty: 4684.493164
	Iteration 19Q: 3 clusters Score -1568216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1568237.375000 Penalty: 4684.493164
	Iteration 20F: 3 clusters Score -1568237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1568254.250000 Penalty: 4684.493164
	Iteration 21Q: 3 clusters Score -1568254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1568268.125000 Penalty: 4684.493164
	Iteration 22Q: 3 clusters Score -1568268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1568281.125000 Penalty: 4684.493164
	Iteration 23Q: 3 clusters Score -1568281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1568301.000000 Penalty: 4684.493164
	Iteration 24Q: 3 clusters Score -1568301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1568311.000000 Penalty: 4684.493164
	Iteration 25Q: 3 clusters Score -1568311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1568317.875000 Penalty: 4684.493164
	Iteration 26Q: 3 clusters Score -1568318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1568318.500000 Penalty: 4684.493164
	Iteration 27Q: 3 clusters Score -1568318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1568319.625000 Penalty: 4684.493164
	Iteration 28Q: 3 clusters Score -1568320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1568321.500000 Penalty: 4684.493164
	Iteration 29Q: 3 clusters Score -1568322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1568325.375000 Penalty: 4684.493164
	Iteration 30Q: 3 clusters Score -1568325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1568329.375000 Penalty: 4684.493164
	Iteration 31Q: 3 clusters Score -1568329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1568329.750000 Penalty: 4684.493164
	Iteration 32Q: 3 clusters Score -1568330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1568331.500000 Penalty: 4684.493164
	Iteration 33Q: 3 clusters Score -1568332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1568336.000000 Penalty: 4684.493164
	Iteration 34Q: 3 clusters Score -1568336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1568333.750000 Penalty: 4684.493164
	Iteration 35Q: 3 clusters Score -1568334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1568334.625000 Penalty: 4684.493164
	Iteration 36Q: 3 clusters Score -1568335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1568337.750000 Penalty: 4684.493164
	Iteration 37Q: 3 clusters Score -1568338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1568340.375000 Penalty: 4684.493164
	Iteration 38Q: 3 clusters Score -1568340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1568345.125000 Penalty: 4684.493164
	Iteration 39Q: 3 clusters Score -1568345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1568347.125000 Penalty: 4684.493164
	Iteration 40F: 3 clusters Score -1568347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1568347.375000 Penalty: 4684.493164
	Iteration 41Q: 3 clusters Score -1568347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1568347.375000 Penalty: 4684.493164
	Iteration 42F: 3 clusters Score -1568347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Entering Unmasked Estep 
Score: -5397126.000000 Penalty: 2636.784180
	Iteration 0F: 2 clusters Score -5397126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -5368991.000000 Penalty: 5273.568359
	Iteration 0F: 3 clusters Score -5368991 nChanged 18990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -5379411.500000 Penalty: 5273.568359
	Iteration 1F: 3 clusters Score -5379412 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -5380026.500000 Penalty: 5273.568359
	Iteration 2Q: 3 clusters Score -5380026 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -5380697.500000 Penalty: 5273.568359
	Iteration 3Q: 3 clusters Score -5380698 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -5381438.500000 Penalty: 5273.568359
	Iteration 4Q: 3 clusters Score -5381438 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -5382462.500000 Penalty: 5273.568359
	Iteration 5Q: 3 clusters Score -5382462 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -5383734.500000 Penalty: 5273.568359
	Iteration 6F: 3 clusters Score -5383734 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -5385252.500000 Penalty: 5273.568359
	Iteration 7F: 3 clusters Score -5385252 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -5387086.000000 Penalty: 5273.568359
	Iteration 8F: 3 clusters Score -5387086 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -5388786.500000 Penalty: 5273.568359
	Iteration 9F: 3 clusters Score -5388786 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -5390153.000000 Penalty: 5273.568359
	Iteration 10Q: 3 clusters Score -5390153 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -5391203.000000 Penalty: 5273.568359
	Iteration 11Q: 3 clusters Score -5391203 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -5391859.500000 Penalty: 5273.568359
	Iteration 12Q: 3 clusters Score -5391860 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -5392266.500000 Penalty: 5273.568359
	Iteration 13Q: 3 clusters Score -5392266 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -5392564.500000 Penalty: 5273.568359
	Iteration 14Q: 3 clusters Score -5392564 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -5392782.000000 Penalty: 5273.568359
	Iteration 15Q: 3 clusters Score -5392782 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -5392986.500000 Penalty: 5273.568359
	Iteration 16Q: 3 clusters Score -5392986 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -5393147.500000 Penalty: 5273.568359
	Iteration 17Q: 3 clusters Score -5393148 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -5393300.500000 Penalty: 5273.568359
	Iteration 18Q: 3 clusters Score -5393300 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -5393433.000000 Penalty: 5273.568359
	Iteration 19Q: 3 clusters Score -5393433 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -5393550.000000 Penalty: 5273.568359
	Iteration 20F: 3 clusters Score -5393550 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -5393719.000000 Penalty: 5273.568359
	Iteration 21Q: 3 clusters Score -5393719 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -5393826.500000 Penalty: 5273.568359
	Iteration 22Q: 3 clusters Score -5393826 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -5393934.000000 Penalty: 5273.568359
	Iteration 23Q: 3 clusters Score -5393934 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -5394047.000000 Penalty: 5273.568359
	Iteration 24Q: 3 clusters Score -5394047 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -5394135.000000 Penalty: 5273.568359
	Iteration 25Q: 3 clusters Score -5394135 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -5394217.000000 Penalty: 5273.568359
	Iteration 26Q: 3 clusters Score -5394217 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -5394293.500000 Penalty: 5273.568359
	Iteration 27Q: 3 clusters Score -5394294 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -5394361.500000 Penalty: 5273.568359
	Iteration 28Q: 3 clusters Score -5394362 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -5394429.500000 Penalty: 5273.568359
	Iteration 29Q: 3 clusters Score -5394430 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -5394497.000000 Penalty: 5273.568359
	Iteration 30Q: 3 clusters Score -5394497 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -5394543.500000 Penalty: 5273.568359
	Iteration 31Q: 3 clusters Score -5394544 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -5394599.500000 Penalty: 5273.568359
	Iteration 32Q: 3 clusters Score -5394600 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -5394638.500000 Penalty: 5273.568359
	Iteration 33Q: 3 clusters Score -5394638 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -5394693.000000 Penalty: 5273.568359
	Iteration 34Q: 3 clusters Score -5394693 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -5394762.000000 Penalty: 5273.568359
	Iteration 35Q: 3 clusters Score -5394762 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -5394805.000000 Penalty: 5273.568359
	Iteration 36Q: 3 clusters Score -5394805 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -5394855.500000 Penalty: 5273.568359
	Iteration 37Q: 3 clusters Score -5394856 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -5394923.000000 Penalty: 5273.568359
	Iteration 38Q: 3 clusters Score -5394923 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -5394942.500000 Penalty: 5273.568359
	Iteration 39Q: 3 clusters Score -5394942 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -5394984.500000 Penalty: 5273.568359
	Iteration 40F: 3 clusters Score -5394984 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -5395004.000000 Penalty: 5273.568359
	Iteration 41Q: 3 clusters Score -5395004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -5395005.000000 Penalty: 5273.568359
	Iteration 42Q: 3 clusters Score -5395005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -5395017.500000 Penalty: 5273.568359
	Iteration 43Q: 3 clusters Score -5395018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -5395020.500000 Penalty: 5273.568359
	Iteration 44Q: 3 clusters Score -5395020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -5395022.500000 Penalty: 5273.568359
	Iteration 45Q: 3 clusters Score -5395022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -5395034.500000 Penalty: 5273.568359
	Iteration 46Q: 3 clusters Score -5395034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -5395048.500000 Penalty: 5273.568359
	Iteration 47Q: 3 clusters Score -5395048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -5395035.500000 Penalty: 5273.568359
	Iteration 48Q: 3 clusters Score -5395036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -5395045.000000 Penalty: 5273.568359
	Iteration 49Q: 3 clusters Score -5395045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -5395059.000000 Penalty: 5273.568359
	Iteration 50Q: 3 clusters Score -5395059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -5395055.000000 Penalty: 5273.568359
	Iteration 51Q: 3 clusters Score -5395055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -5395051.500000 Penalty: 5273.568359
	Iteration 52Q: 3 clusters Score -5395052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -5395052.500000 Penalty: 5273.568359
	Iteration 53Q: 3 clusters Score -5395052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -5395056.000000 Penalty: 5273.568359
	Iteration 54Q: 3 clusters Score -5395056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -5395056.000000 Penalty: 5273.568359
	Iteration 55F: 3 clusters Score -5395056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -47296.886719 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -47296.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45893.406250 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -45893.41 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46136.953125 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -46136.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46285.316406 Penalty: 3030.186768
	Iteration 2F: 3 clusters Score -46285.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46392.160156 Penalty: 3030.186768
	Iteration 3Q: 3 clusters Score -46392.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46457.164062 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -46457.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46542.476562 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -46542.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46604.304688 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -46604.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46643.332031 Penalty: 3030.186768
	Iteration 7Q: 3 clusters Score -46643.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46664.960938 Penalty: 3030.186768
	Iteration 8Q: 3 clusters Score -46664.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46696.105469 Penalty: 3030.186768
	Iteration 9Q: 3 clusters Score -46696.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46733.761719 Penalty: 3030.186768
	Iteration 10Q: 3 clusters Score -46733.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46739.769531 Penalty: 3030.186768
	Iteration 11Q: 3 clusters Score -46739.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46739.769531 Penalty: 3030.186768
	Iteration 12F: 3 clusters Score -46739.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -285574.343750 Penalty: 1914.894531
	Iteration 0F: 2 clusters Score -285574.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -282787.468750 Penalty: 3829.789062
	Iteration 0F: 3 clusters Score -282787.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -283317.281250 Penalty: 3829.789062
	Iteration 1F: 3 clusters Score -283317.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -283443.531250 Penalty: 3829.789062
	Iteration 2F: 3 clusters Score -283443.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -283511.375000 Penalty: 3829.789062
	Iteration 3Q: 3 clusters Score -283511.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -283552.312500 Penalty: 3829.789062
	Iteration 4Q: 3 clusters Score -283552.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -283581.906250 Penalty: 3829.789062
	Iteration 5Q: 3 clusters Score -283581.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -283598.875000 Penalty: 3829.789062
	Iteration 6Q: 3 clusters Score -283598.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -283607.656250 Penalty: 3829.789062
	Iteration 7Q: 3 clusters Score -283607.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -283611.812500 Penalty: 3829.789062
	Iteration 8Q: 3 clusters Score -283611.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -283615.062500 Penalty: 3829.789062
	Iteration 9Q: 3 clusters Score -283615.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -283619.375000 Penalty: 3829.789062
	Iteration 10Q: 3 clusters Score -283619.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -283622.031250 Penalty: 3829.789062
	Iteration 11Q: 3 clusters Score -283622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -283625.875000 Penalty: 3829.789062
	Iteration 12Q: 3 clusters Score -283625.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -283629.343750 Penalty: 3829.789062
	Iteration 13Q: 3 clusters Score -283629.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -283634.156250 Penalty: 3829.789062
	Iteration 14Q: 3 clusters Score -283634.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -283639.406250 Penalty: 3829.789062
	Iteration 15Q: 3 clusters Score -283639.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -283645.562500 Penalty: 3829.789062
	Iteration 16Q: 3 clusters Score -283645.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -283650.062500 Penalty: 3829.789062
	Iteration 17Q: 3 clusters Score -283650.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -283655.031250 Penalty: 3829.789062
	Iteration 18Q: 3 clusters Score -283655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -283661.531250 Penalty: 3829.789062
	Iteration 19Q: 3 clusters Score -283661.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -283668.437500 Penalty: 3829.789062
	Iteration 20F: 3 clusters Score -283668.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -283674.093750 Penalty: 3829.789062
	Iteration 21Q: 3 clusters Score -283674.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -283676.000000 Penalty: 3829.789062
	Iteration 22Q: 3 clusters Score -283676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -283678.031250 Penalty: 3829.789062
	Iteration 23Q: 3 clusters Score -283678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -283680.843750 Penalty: 3829.789062
	Iteration 24Q: 3 clusters Score -283680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -283680.906250 Penalty: 3829.789062
	Iteration 25Q: 3 clusters Score -283680.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -283682.093750 Penalty: 3829.789062
	Iteration 26Q: 3 clusters Score -283682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -283683.343750 Penalty: 3829.789062
	Iteration 27Q: 3 clusters Score -283683.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -283684.468750 Penalty: 3829.789062
	Iteration 28Q: 3 clusters Score -283684.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -283686.250000 Penalty: 3829.789062
	Iteration 29Q: 3 clusters Score -283686.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -283686.250000 Penalty: 3829.789062
	Iteration 30F: 3 clusters Score -283686.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Entering Unmasked Estep 
Score: -2416835.750000 Penalty: 2433.193115
	Iteration 0F: 2 clusters Score -2416836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2404014.500000 Penalty: 4866.386230
	Iteration 0F: 3 clusters Score -2404014 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2408292.000000 Penalty: 4866.386230
	Iteration 1F: 3 clusters Score -2408292 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2408764.500000 Penalty: 4866.386230
	Iteration 2F: 3 clusters Score -2408764 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2409262.000000 Penalty: 4866.386230
	Iteration 3F: 3 clusters Score -2409262 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2409809.500000 Penalty: 4866.386230
	Iteration 4F: 3 clusters Score -2409810 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2410401.500000 Penalty: 4866.386230
	Iteration 5F: 3 clusters Score -2410402 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2411076.000000 Penalty: 4866.386230
	Iteration 6F: 3 clusters Score -2411076 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2411831.000000 Penalty: 4866.386230
	Iteration 7F: 3 clusters Score -2411831 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2412572.750000 Penalty: 4866.386230
	Iteration 8F: 3 clusters Score -2412573 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2413214.500000 Penalty: 4866.386230
	Iteration 9Q: 3 clusters Score -2413214 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2413747.000000 Penalty: 4866.386230
	Iteration 10Q: 3 clusters Score -2413747 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2414090.250000 Penalty: 4866.386230
	Iteration 11Q: 3 clusters Score -2414090 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2414274.500000 Penalty: 4866.386230
	Iteration 12Q: 3 clusters Score -2414274 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2414412.000000 Penalty: 4866.386230
	Iteration 13Q: 3 clusters Score -2414412 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2414499.500000 Penalty: 4866.386230
	Iteration 14Q: 3 clusters Score -2414500 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2414546.250000 Penalty: 4866.386230
	Iteration 15Q: 3 clusters Score -2414546 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2414594.000000 Penalty: 4866.386230
	Iteration 16Q: 3 clusters Score -2414594 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2414615.000000 Penalty: 4866.386230
	Iteration 17Q: 3 clusters Score -2414615 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2414637.500000 Penalty: 4866.386230
	Iteration 18Q: 3 clusters Score -2414638 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2414661.750000 Penalty: 4866.386230
	Iteration 19Q: 3 clusters Score -2414662 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2414683.250000 Penalty: 4866.386230
	Iteration 20F: 3 clusters Score -2414683 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2414701.250000 Penalty: 4866.386230
	Iteration 21Q: 3 clusters Score -2414701 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2414726.000000 Penalty: 4866.386230
	Iteration 22Q: 3 clusters Score -2414726 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2414751.000000 Penalty: 4866.386230
	Iteration 23Q: 3 clusters Score -2414751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2414771.750000 Penalty: 4866.386230
	Iteration 24Q: 3 clusters Score -2414772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2414773.750000 Penalty: 4866.386230
	Iteration 25Q: 3 clusters Score -2414774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2414783.250000 Penalty: 4866.386230
	Iteration 26Q: 3 clusters Score -2414783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2414791.750000 Penalty: 4866.386230
	Iteration 27Q: 3 clusters Score -2414792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2414803.250000 Penalty: 4866.386230
	Iteration 28Q: 3 clusters Score -2414803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2414809.000000 Penalty: 4866.386230
	Iteration 29Q: 3 clusters Score -2414809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2414818.000000 Penalty: 4866.386230
	Iteration 30Q: 3 clusters Score -2414818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2414825.250000 Penalty: 4866.386230
	Iteration 31Q: 3 clusters Score -2414825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2414833.750000 Penalty: 4866.386230
	Iteration 32Q: 3 clusters Score -2414834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2414834.250000 Penalty: 4866.386230
	Iteration 33Q: 3 clusters Score -2414834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2414835.000000 Penalty: 4866.386230
	Iteration 34Q: 3 clusters Score -2414835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2414841.500000 Penalty: 4866.386230
	Iteration 35Q: 3 clusters Score -2414842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2414846.750000 Penalty: 4866.386230
	Iteration 36Q: 3 clusters Score -2414847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2414848.250000 Penalty: 4866.386230
	Iteration 37Q: 3 clusters Score -2414848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2414849.250000 Penalty: 4866.386230
	Iteration 38Q: 3 clusters Score -2414849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2414853.250000 Penalty: 4866.386230
	Iteration 39Q: 3 clusters Score -2414853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2414854.250000 Penalty: 4866.386230
	Iteration 40F: 3 clusters Score -2414854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2414860.250000 Penalty: 4866.386230
	Iteration 41Q: 3 clusters Score -2414860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2414861.250000 Penalty: 4866.386230
	Iteration 42Q: 3 clusters Score -2414861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2414867.500000 Penalty: 4866.386230
	Iteration 43Q: 3 clusters Score -2414868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2414878.250000 Penalty: 4866.386230
	Iteration 44Q: 3 clusters Score -2414878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2414878.750000 Penalty: 4866.386230
	Iteration 45Q: 3 clusters Score -2414879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2414887.750000 Penalty: 4866.386230
	Iteration 46Q: 3 clusters Score -2414888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2414893.500000 Penalty: 4866.386230
	Iteration 47Q: 3 clusters Score -2414894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2414890.500000 Penalty: 4866.386230
	Iteration 48Q: 3 clusters Score -2414890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2414895.500000 Penalty: 4866.386230
	Iteration 49Q: 3 clusters Score -2414896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2414901.500000 Penalty: 4866.386230
	Iteration 50Q: 3 clusters Score -2414902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2414903.750000 Penalty: 4866.386230
	Iteration 51Q: 3 clusters Score -2414904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2414902.500000 Penalty: 4866.386230
	Iteration 52Q: 3 clusters Score -2414902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2414903.500000 Penalty: 4866.386230
	Iteration 53Q: 3 clusters Score -2414904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2414904.000000 Penalty: 4866.386230
	Iteration 54Q: 3 clusters Score -2414904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2414905.750000 Penalty: 4866.386230
	Iteration 55Q: 3 clusters Score -2414906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2414907.000000 Penalty: 4866.386230
	Iteration 56Q: 3 clusters Score -2414907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2414907.250000 Penalty: 4866.386230
	Iteration 57Q: 3 clusters Score -2414907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2414906.750000 Penalty: 4866.386230
	Iteration 58Q: 3 clusters Score -2414907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2414910.750000 Penalty: 4866.386230
	Iteration 59Q: 3 clusters Score -2414911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2414912.750000 Penalty: 4866.386230
	Iteration 60F: 3 clusters Score -2414913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2414915.000000 Penalty: 4866.386230
	Iteration 61Q: 3 clusters Score -2414915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2414920.750000 Penalty: 4866.386230
	Iteration 62Q: 3 clusters Score -2414921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2414919.000000 Penalty: 4866.386230
	Iteration 63Q: 3 clusters Score -2414919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2414921.750000 Penalty: 4866.386230
	Iteration 64Q: 3 clusters Score -2414922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2414927.250000 Penalty: 4866.386230
	Iteration 65Q: 3 clusters Score -2414927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2414926.000000 Penalty: 4866.386230
	Iteration 66Q: 3 clusters Score -2414926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2414928.500000 Penalty: 4866.386230
	Iteration 67Q: 3 clusters Score -2414928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2414934.250000 Penalty: 4866.386230
	Iteration 68Q: 3 clusters Score -2414934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2414935.000000 Penalty: 4866.386230
	Iteration 69Q: 3 clusters Score -2414935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2414938.500000 Penalty: 4866.386230
	Iteration 70Q: 3 clusters Score -2414938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2414944.000000 Penalty: 4866.386230
	Iteration 71Q: 3 clusters Score -2414944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2414939.250000 Penalty: 4866.386230
	Iteration 72Q: 3 clusters Score -2414939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2414943.500000 Penalty: 4866.386230
	Iteration 73Q: 3 clusters Score -2414944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2414943.750000 Penalty: 4866.386230
	Iteration 74Q: 3 clusters Score -2414944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2414944.750000 Penalty: 4866.386230
	Iteration 75Q: 3 clusters Score -2414945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2414944.750000 Penalty: 4866.386230
	Iteration 76F: 3 clusters Score -2414945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (193678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193678 members 
Entering Unmasked Estep 
Score: -25170956.000000 Penalty: 3019.140137
	Iteration 0F: 2 clusters Score -2.517096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97103 members 
Mstep: Class 2 contains 96575 members 
Entering Unmasked Estep 
Score: -25045850.000000 Penalty: 6038.280273
	Iteration 0F: 3 clusters Score -2.504585e+07 nChanged 92833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101104 members 
Mstep: Class 2 contains 92574 members 
Entering Unmasked Estep 
Score: -25100456.000000 Penalty: 6038.280273
	Iteration 1F: 3 clusters Score -2.510046e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103627 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -25101596.000000 Penalty: 6038.280273
	Iteration 2Q: 3 clusters Score -2.51016e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107482 members 
Mstep: Class 2 contains 86196 members 
Entering Unmasked Estep 
Score: -25103280.000000 Penalty: 6038.280273
	Iteration 3Q: 3 clusters Score -2.510328e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113278 members 
Mstep: Class 2 contains 80400 members 
Entering Unmasked Estep 
Score: -25106278.000000 Penalty: 6038.280273
	Iteration 4Q: 3 clusters Score -2.510628e+07 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121820 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -25111832.000000 Penalty: 6038.280273
	Iteration 5F: 3 clusters Score -2.511183e+07 nChanged 12265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133407 members 
Mstep: Class 2 contains 60271 members 
Entering Unmasked Estep 
Score: -25120890.000000 Penalty: 6038.280273
	Iteration 6F: 3 clusters Score -2.512089e+07 nChanged 14130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147057 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -25132840.000000 Penalty: 6038.280273
	Iteration 7F: 3 clusters Score -2.513284e+07 nChanged 13827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160520 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -25144756.000000 Penalty: 6038.280273
	Iteration 8F: 3 clusters Score -2.514476e+07 nChanged 10952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171172 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -25153606.000000 Penalty: 6038.280273
	Iteration 9F: 3 clusters Score -2.515361e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178675 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -25159510.000000 Penalty: 6038.280273
	Iteration 10Q: 3 clusters Score -2.515951e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183568 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -25162956.000000 Penalty: 6038.280273
	Iteration 11Q: 3 clusters Score -2.516296e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186820 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -25165056.000000 Penalty: 6038.280273
	Iteration 12Q: 3 clusters Score -2.516506e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188974 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -25166552.000000 Penalty: 6038.280273
	Iteration 13Q: 3 clusters Score -2.516655e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190306 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -25167206.000000 Penalty: 6038.280273
	Iteration 14Q: 3 clusters Score -2.516721e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191138 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -25167682.000000 Penalty: 6038.280273
	Iteration 15Q: 3 clusters Score -2.516768e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191687 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -25167922.000000 Penalty: 6038.280273
	Iteration 16Q: 3 clusters Score -2.516792e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192040 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -25168046.000000 Penalty: 6038.280273
	Iteration 17Q: 3 clusters Score -2.516805e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192287 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -25168120.000000 Penalty: 6038.280273
	Iteration 18Q: 3 clusters Score -2.516812e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192451 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -25168200.000000 Penalty: 6038.280273
	Iteration 19Q: 3 clusters Score -2.51682e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192562 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -25168278.000000 Penalty: 6038.280273
	Iteration 20F: 3 clusters Score -2.516828e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192642 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -25168328.000000 Penalty: 6038.280273
	Iteration 21Q: 3 clusters Score -2.516833e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192703 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -25168334.000000 Penalty: 6038.280273
	Iteration 22Q: 3 clusters Score -2.516833e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192747 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -25168358.000000 Penalty: 6038.280273
	Iteration 23Q: 3 clusters Score -2.516836e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192781 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -25168390.000000 Penalty: 6038.280273
	Iteration 24Q: 3 clusters Score -2.516839e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192800 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -25168420.000000 Penalty: 6038.280273
	Iteration 25Q: 3 clusters Score -2.516842e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192833 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -25168438.000000 Penalty: 6038.280273
	Iteration 26Q: 3 clusters Score -2.516844e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192850 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -25168434.000000 Penalty: 6038.280273
	Iteration 27Q: 3 clusters Score -2.516843e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192862 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -25168446.000000 Penalty: 6038.280273
	Iteration 28Q: 3 clusters Score -2.516845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192871 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -25168460.000000 Penalty: 6038.280273
	Iteration 29Q: 3 clusters Score -2.516846e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192884 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -25168458.000000 Penalty: 6038.280273
	Iteration 30Q: 3 clusters Score -2.516846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192893 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -25168472.000000 Penalty: 6038.280273
	Iteration 31Q: 3 clusters Score -2.516847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192898 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -25168470.000000 Penalty: 6038.280273
	Iteration 32Q: 3 clusters Score -2.516847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192903 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -25168478.000000 Penalty: 6038.280273
	Iteration 33Q: 3 clusters Score -2.516848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192904 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -25168480.000000 Penalty: 6038.280273
	Iteration 34Q: 3 clusters Score -2.516848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192905 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -25168470.000000 Penalty: 6038.280273
	Iteration 35Q: 3 clusters Score -2.516847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192908 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -25168490.000000 Penalty: 6038.280273
	Iteration 36Q: 3 clusters Score -2.516849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192911 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -25168480.000000 Penalty: 6038.280273
	Iteration 37Q: 3 clusters Score -2.516848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192912 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -25168478.000000 Penalty: 6038.280273
	Iteration 38Q: 3 clusters Score -2.516848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192912 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -25168470.000000 Penalty: 6038.280273
	Iteration 39Q: 3 clusters Score -2.516847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192911 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -25168482.000000 Penalty: 6038.280273
	Iteration 40F: 3 clusters Score -2.516848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192913 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -25168488.000000 Penalty: 6038.280273
	Iteration 41Q: 3 clusters Score -2.516849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192917 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -25168504.000000 Penalty: 6038.280273
	Iteration 42Q: 3 clusters Score -2.51685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192923 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -25168502.000000 Penalty: 6038.280273
	Iteration 43Q: 3 clusters Score -2.51685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192927 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -25168508.000000 Penalty: 6038.280273
	Iteration 44Q: 3 clusters Score -2.516851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192929 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -25168506.000000 Penalty: 6038.280273
	Iteration 45Q: 3 clusters Score -2.516851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192933 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -25168492.000000 Penalty: 6038.280273
	Iteration 46Q: 3 clusters Score -2.516849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192934 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -25168510.000000 Penalty: 6038.280273
	Iteration 47Q: 3 clusters Score -2.516851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192936 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -25168498.000000 Penalty: 6038.280273
	Iteration 48Q: 3 clusters Score -2.51685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192939 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -25168492.000000 Penalty: 6038.280273
	Iteration 49Q: 3 clusters Score -2.516849e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192945 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -25168514.000000 Penalty: 6038.280273
	Iteration 50Q: 3 clusters Score -2.516851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192949 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -25168512.000000 Penalty: 6038.280273
	Iteration 51Q: 3 clusters Score -2.516851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192952 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -25168510.000000 Penalty: 6038.280273
	Iteration 52Q: 3 clusters Score -2.516851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192952 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -25168510.000000 Penalty: 6038.280273
	Iteration 53Q: 3 clusters Score -2.516851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192955 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -25168508.000000 Penalty: 6038.280273
	Iteration 54Q: 3 clusters Score -2.516851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192957 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -25168498.000000 Penalty: 6038.280273
	Iteration 55Q: 3 clusters Score -2.51685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192957 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -25168498.000000 Penalty: 6038.280273
	Iteration 56F: 3 clusters Score -2.51685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15426 members 
Mstep: Class 4 contains 36026 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215720 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11269 members 
Mstep: Class 10 contains 1600 members 
Mstep: Class 11 contains 13680 members 
Mstep: Class 12 contains 7140 members 
Mstep: Class 13 contains 6860 members 
Mstep: Class 14 contains 26423 members 
Mstep: Class 15 contains 34104 members 
Mstep: Class 16 contains 6948 members 
Mstep: Class 17 contains 60415 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12639 members 
Mstep: Class 20 contains 41448 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18238 members 
Mstep: Class 24 contains 193678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822104.000000 Penalty: 80247.148438
Iteration 239Q: 25 clusters Score -9.08221e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15430 members 
Mstep: Class 4 contains 36024 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215778 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11261 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 13685 members 
Mstep: Class 12 contains 7134 members 
Mstep: Class 13 contains 6860 members 
Mstep: Class 14 contains 26425 members 
Mstep: Class 15 contains 34104 members 
Mstep: Class 16 contains 6959 members 
Mstep: Class 17 contains 60400 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12638 members 
Mstep: Class 20 contains 41457 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18212 members 
Mstep: Class 24 contains 193647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822304.000000 Penalty: 80247.148438
Iteration 240F: 25 clusters Score -9.08223e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15431 members 
Mstep: Class 4 contains 36023 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215804 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11255 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13685 members 
Mstep: Class 12 contains 7138 members 
Mstep: Class 13 contains 6860 members 
Mstep: Class 14 contains 26424 members 
Mstep: Class 15 contains 34105 members 
Mstep: Class 16 contains 6966 members 
Mstep: Class 17 contains 60383 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12635 members 
Mstep: Class 20 contains 41469 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18194 members 
Mstep: Class 24 contains 193640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822312.000000 Penalty: 80247.148438
Iteration 241Q: 25 clusters Score -9.082231e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15429 members 
Mstep: Class 4 contains 36022 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215849 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13686 members 
Mstep: Class 12 contains 7135 members 
Mstep: Class 13 contains 6860 members 
Mstep: Class 14 contains 26426 members 
Mstep: Class 15 contains 34106 members 
Mstep: Class 16 contains 6968 members 
Mstep: Class 17 contains 60363 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12634 members 
Mstep: Class 20 contains 41474 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18178 members 
Mstep: Class 24 contains 193633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822512.000000 Penalty: 80247.148438
Iteration 242Q: 25 clusters Score -9.082251e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15428 members 
Mstep: Class 4 contains 36022 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215885 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13681 members 
Mstep: Class 12 contains 7133 members 
Mstep: Class 13 contains 6861 members 
Mstep: Class 14 contains 26425 members 
Mstep: Class 15 contains 34106 members 
Mstep: Class 16 contains 6976 members 
Mstep: Class 17 contains 60337 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12633 members 
Mstep: Class 20 contains 41485 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18157 members 
Mstep: Class 24 contains 193642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822496.000000 Penalty: 80247.148438
Iteration 243Q: 25 clusters Score -9.08225e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15424 members 
Mstep: Class 4 contains 36024 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215907 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13680 members 
Mstep: Class 12 contains 7127 members 
Mstep: Class 13 contains 6861 members 
Mstep: Class 14 contains 26426 members 
Mstep: Class 15 contains 34106 members 
Mstep: Class 16 contains 6977 members 
Mstep: Class 17 contains 60320 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12630 members 
Mstep: Class 20 contains 41495 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18136 members 
Mstep: Class 24 contains 193657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822432.000000 Penalty: 80247.148438
Iteration 244Q: 25 clusters Score -9.082243e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15422 members 
Mstep: Class 4 contains 36023 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215928 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11242 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13683 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 6861 members 
Mstep: Class 14 contains 26425 members 
Mstep: Class 15 contains 34100 members 
Mstep: Class 16 contains 6985 members 
Mstep: Class 17 contains 60306 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12629 members 
Mstep: Class 20 contains 41503 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18114 members 
Mstep: Class 24 contains 193673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822328.000000 Penalty: 80247.148438
Iteration 245Q: 25 clusters Score -9.082233e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15424 members 
Mstep: Class 4 contains 36022 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215930 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13684 members 
Mstep: Class 12 contains 7122 members 
Mstep: Class 13 contains 6862 members 
Mstep: Class 14 contains 26423 members 
Mstep: Class 15 contains 34099 members 
Mstep: Class 16 contains 6987 members 
Mstep: Class 17 contains 60282 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12628 members 
Mstep: Class 20 contains 41512 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18094 members 
Mstep: Class 24 contains 193704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822344.000000 Penalty: 80247.148438
Iteration 246Q: 25 clusters Score -9.082234e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15424 members 
Mstep: Class 4 contains 36018 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215947 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11239 members 
Mstep: Class 10 contains 1601 members 
Mstep: Class 11 contains 13689 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 6861 members 
Mstep: Class 14 contains 26421 members 
Mstep: Class 15 contains 34094 members 
Mstep: Class 16 contains 6990 members 
Mstep: Class 17 contains 60272 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12627 members 
Mstep: Class 20 contains 41514 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18067 members 
Mstep: Class 24 contains 193733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822256.000000 Penalty: 80247.148438
Iteration 247Q: 25 clusters Score -9.082226e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15423 members 
Mstep: Class 4 contains 36017 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 215972 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11239 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13693 members 
Mstep: Class 12 contains 7117 members 
Mstep: Class 13 contains 6860 members 
Mstep: Class 14 contains 26422 members 
Mstep: Class 15 contains 34093 members 
Mstep: Class 16 contains 6994 members 
Mstep: Class 17 contains 60255 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12628 members 
Mstep: Class 20 contains 41517 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18049 members 
Mstep: Class 24 contains 193736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822456.000000 Penalty: 80247.148438
Iteration 248Q: 25 clusters Score -9.082246e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15428 members 
Mstep: Class 4 contains 36015 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216016 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11239 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13693 members 
Mstep: Class 12 contains 7114 members 
Mstep: Class 13 contains 6860 members 
Mstep: Class 14 contains 26419 members 
Mstep: Class 15 contains 34097 members 
Mstep: Class 16 contains 6997 members 
Mstep: Class 17 contains 60230 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12629 members 
Mstep: Class 20 contains 41517 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18027 members 
Mstep: Class 24 contains 193734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822472.000000 Penalty: 80247.148438
Iteration 249Q: 25 clusters Score -9.082247e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15429 members 
Mstep: Class 4 contains 36013 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216070 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11239 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13688 members 
Mstep: Class 12 contains 7113 members 
Mstep: Class 13 contains 6860 members 
Mstep: Class 14 contains 26419 members 
Mstep: Class 15 contains 34097 members 
Mstep: Class 16 contains 7002 members 
Mstep: Class 17 contains 60209 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12629 members 
Mstep: Class 20 contains 41513 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 18010 members 
Mstep: Class 24 contains 193724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822504.000000 Penalty: 80247.148438
Iteration 250Q: 25 clusters Score -9.08225e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15435 members 
Mstep: Class 4 contains 36011 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216123 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11238 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 7114 members 
Mstep: Class 13 contains 6859 members 
Mstep: Class 14 contains 26422 members 
Mstep: Class 15 contains 34094 members 
Mstep: Class 16 contains 7007 members 
Mstep: Class 17 contains 60194 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12628 members 
Mstep: Class 20 contains 41514 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17980 members 
Mstep: Class 24 contains 193706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822448.000000 Penalty: 80247.148438
Iteration 251Q: 25 clusters Score -9.082245e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15439 members 
Mstep: Class 4 contains 36013 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216181 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13690 members 
Mstep: Class 12 contains 7116 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26420 members 
Mstep: Class 15 contains 34097 members 
Mstep: Class 16 contains 7009 members 
Mstep: Class 17 contains 60175 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12628 members 
Mstep: Class 20 contains 41513 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17956 members 
Mstep: Class 24 contains 193685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822496.000000 Penalty: 80247.148438
Iteration 252Q: 25 clusters Score -9.08225e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15437 members 
Mstep: Class 4 contains 36014 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216226 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11238 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 7117 members 
Mstep: Class 13 contains 6859 members 
Mstep: Class 14 contains 26416 members 
Mstep: Class 15 contains 34098 members 
Mstep: Class 16 contains 7016 members 
Mstep: Class 17 contains 60157 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12628 members 
Mstep: Class 20 contains 41517 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17946 members 
Mstep: Class 24 contains 193657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822632.000000 Penalty: 80247.148438
Iteration 253Q: 25 clusters Score -9.082263e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15440 members 
Mstep: Class 4 contains 36013 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216288 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11240 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 6860 members 
Mstep: Class 14 contains 26413 members 
Mstep: Class 15 contains 34095 members 
Mstep: Class 16 contains 7024 members 
Mstep: Class 17 contains 60140 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12624 members 
Mstep: Class 20 contains 41517 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17935 members 
Mstep: Class 24 contains 193617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822552.000000 Penalty: 80247.148438
Iteration 254Q: 25 clusters Score -9.082255e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15442 members 
Mstep: Class 4 contains 36012 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216344 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11242 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7118 members 
Mstep: Class 13 contains 6860 members 
Mstep: Class 14 contains 26411 members 
Mstep: Class 15 contains 34093 members 
Mstep: Class 16 contains 7032 members 
Mstep: Class 17 contains 60120 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12623 members 
Mstep: Class 20 contains 41524 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17917 members 
Mstep: Class 24 contains 193583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822496.000000 Penalty: 80247.148438
Iteration 255Q: 25 clusters Score -9.08225e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15441 members 
Mstep: Class 4 contains 36011 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216411 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11238 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13701 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 6860 members 
Mstep: Class 14 contains 26412 members 
Mstep: Class 15 contains 34093 members 
Mstep: Class 16 contains 7039 members 
Mstep: Class 17 contains 60089 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12622 members 
Mstep: Class 20 contains 41524 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17896 members 
Mstep: Class 24 contains 193561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822520.000000 Penalty: 80247.148438
Iteration 256Q: 25 clusters Score -9.082252e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15433 members 
Mstep: Class 4 contains 36009 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216494 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13704 members 
Mstep: Class 12 contains 7117 members 
Mstep: Class 13 contains 6861 members 
Mstep: Class 14 contains 26410 members 
Mstep: Class 15 contains 34098 members 
Mstep: Class 16 contains 7042 members 
Mstep: Class 17 contains 60069 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12621 members 
Mstep: Class 20 contains 41522 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17873 members 
Mstep: Class 24 contains 193528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822472.000000 Penalty: 80247.148438
Iteration 257Q: 25 clusters Score -9.082247e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15439 members 
Mstep: Class 4 contains 36009 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216584 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11234 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13705 members 
Mstep: Class 12 contains 7114 members 
Mstep: Class 13 contains 6861 members 
Mstep: Class 14 contains 26406 members 
Mstep: Class 15 contains 34100 members 
Mstep: Class 16 contains 7045 members 
Mstep: Class 17 contains 60048 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12620 members 
Mstep: Class 20 contains 41523 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17856 members 
Mstep: Class 24 contains 193473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822384.000000 Penalty: 80247.148438
Iteration 258Q: 25 clusters Score -9.082238e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15444 members 
Mstep: Class 4 contains 36003 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216672 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11238 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13704 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 6861 members 
Mstep: Class 14 contains 26403 members 
Mstep: Class 15 contains 34100 members 
Mstep: Class 16 contains 7053 members 
Mstep: Class 17 contains 60032 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12619 members 
Mstep: Class 20 contains 41524 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17830 members 
Mstep: Class 24 contains 193423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822480.000000 Penalty: 80247.148438
Iteration 259Q: 25 clusters Score -9.082248e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15452 members 
Mstep: Class 4 contains 36001 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216759 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13705 members 
Mstep: Class 12 contains 7110 members 
Mstep: Class 13 contains 6861 members 
Mstep: Class 14 contains 26404 members 
Mstep: Class 15 contains 34101 members 
Mstep: Class 16 contains 7066 members 
Mstep: Class 17 contains 60011 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12616 members 
Mstep: Class 20 contains 41520 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17801 members 
Mstep: Class 24 contains 193369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822448.000000 Penalty: 80247.148438
Iteration 260F: 25 clusters Score -9.082245e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15452 members 
Mstep: Class 4 contains 36004 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216837 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13711 members 
Mstep: Class 12 contains 7112 members 
Mstep: Class 13 contains 6861 members 
Mstep: Class 14 contains 26405 members 
Mstep: Class 15 contains 34095 members 
Mstep: Class 16 contains 7071 members 
Mstep: Class 17 contains 59996 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 41518 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17764 members 
Mstep: Class 24 contains 193333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822600.000000 Penalty: 80247.148438
Iteration 261Q: 25 clusters Score -9.08226e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15459 members 
Mstep: Class 4 contains 36003 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216877 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11245 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13713 members 
Mstep: Class 12 contains 7114 members 
Mstep: Class 13 contains 6860 members 
Mstep: Class 14 contains 26410 members 
Mstep: Class 15 contains 34094 members 
Mstep: Class 16 contains 7076 members 
Mstep: Class 17 contains 59991 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12613 members 
Mstep: Class 20 contains 41521 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17725 members 
Mstep: Class 24 contains 193316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822424.000000 Penalty: 80247.148438
Iteration 262Q: 25 clusters Score -9.082242e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15462 members 
Mstep: Class 4 contains 36004 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216890 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13711 members 
Mstep: Class 12 contains 7116 members 
Mstep: Class 13 contains 6859 members 
Mstep: Class 14 contains 26411 members 
Mstep: Class 15 contains 34097 members 
Mstep: Class 16 contains 7080 members 
Mstep: Class 17 contains 59985 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12610 members 
Mstep: Class 20 contains 41528 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17678 members 
Mstep: Class 24 contains 193338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822328.000000 Penalty: 80247.148438
Iteration 263Q: 25 clusters Score -9.082233e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15464 members 
Mstep: Class 4 contains 36004 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216889 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11255 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13717 members 
Mstep: Class 12 contains 7118 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26410 members 
Mstep: Class 15 contains 34103 members 
Mstep: Class 16 contains 7083 members 
Mstep: Class 17 contains 59992 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 12609 members 
Mstep: Class 20 contains 41524 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17643 members 
Mstep: Class 24 contains 193350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822184.000000 Penalty: 80247.148438
Iteration 264Q: 25 clusters Score -9.082218e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15464 members 
Mstep: Class 4 contains 36004 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216927 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13721 members 
Mstep: Class 12 contains 7122 members 
Mstep: Class 13 contains 6856 members 
Mstep: Class 14 contains 26413 members 
Mstep: Class 15 contains 34103 members 
Mstep: Class 16 contains 7086 members 
Mstep: Class 17 contains 59991 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12607 members 
Mstep: Class 20 contains 41516 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17613 members 
Mstep: Class 24 contains 193342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822096.000000 Penalty: 80247.148438
Iteration 265Q: 25 clusters Score -9.08221e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15463 members 
Mstep: Class 4 contains 36007 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216945 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11260 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13720 members 
Mstep: Class 12 contains 7123 members 
Mstep: Class 13 contains 6855 members 
Mstep: Class 14 contains 26409 members 
Mstep: Class 15 contains 34100 members 
Mstep: Class 16 contains 7093 members 
Mstep: Class 17 contains 59988 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12607 members 
Mstep: Class 20 contains 41507 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 193357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822240.000000 Penalty: 80247.148438
Iteration 266Q: 25 clusters Score -9.082224e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15463 members 
Mstep: Class 4 contains 36007 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216949 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11260 members 
Mstep: Class 10 contains 1602 members 
Mstep: Class 11 contains 13712 members 
Mstep: Class 12 contains 7122 members 
Mstep: Class 13 contains 6852 members 
Mstep: Class 14 contains 26406 members 
Mstep: Class 15 contains 34098 members 
Mstep: Class 16 contains 7100 members 
Mstep: Class 17 contains 59990 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12606 members 
Mstep: Class 20 contains 41508 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17576 members 
Mstep: Class 24 contains 193374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822232.000000 Penalty: 80247.148438
Iteration 267Q: 25 clusters Score -9.082223e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15467 members 
Mstep: Class 4 contains 36009 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216940 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11262 members 
Mstep: Class 10 contains 1603 members 
Mstep: Class 11 contains 13710 members 
Mstep: Class 12 contains 7114 members 
Mstep: Class 13 contains 6852 members 
Mstep: Class 14 contains 26406 members 
Mstep: Class 15 contains 34101 members 
Mstep: Class 16 contains 7107 members 
Mstep: Class 17 contains 59985 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12604 members 
Mstep: Class 20 contains 41507 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17560 members 
Mstep: Class 24 contains 193398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822232.000000 Penalty: 80247.148438
Iteration 268Q: 25 clusters Score -9.082223e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15469 members 
Mstep: Class 4 contains 36009 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216960 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13709 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 13 contains 6853 members 
Mstep: Class 14 contains 26407 members 
Mstep: Class 15 contains 34101 members 
Mstep: Class 16 contains 7111 members 
Mstep: Class 17 contains 59976 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12604 members 
Mstep: Class 20 contains 41508 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17545 members 
Mstep: Class 24 contains 193401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822128.000000 Penalty: 80247.148438
Iteration 269Q: 25 clusters Score -9.082213e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15464 members 
Mstep: Class 4 contains 36008 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 216994 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13708 members 
Mstep: Class 12 contains 7110 members 
Mstep: Class 13 contains 6853 members 
Mstep: Class 14 contains 26403 members 
Mstep: Class 15 contains 34101 members 
Mstep: Class 16 contains 7116 members 
Mstep: Class 17 contains 59965 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12604 members 
Mstep: Class 20 contains 41510 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17527 members 
Mstep: Class 24 contains 193400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822256.000000 Penalty: 80247.148438
Iteration 270Q: 25 clusters Score -9.082226e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15466 members 
Mstep: Class 4 contains 36009 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217040 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11258 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13711 members 
Mstep: Class 12 contains 7115 members 
Mstep: Class 13 contains 6854 members 
Mstep: Class 14 contains 26401 members 
Mstep: Class 15 contains 34103 members 
Mstep: Class 16 contains 7121 members 
Mstep: Class 17 contains 59951 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12602 members 
Mstep: Class 20 contains 41510 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17511 members 
Mstep: Class 24 contains 193367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822272.000000 Penalty: 80247.148438
Iteration 271Q: 25 clusters Score -9.082227e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15470 members 
Mstep: Class 4 contains 36008 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217058 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13712 members 
Mstep: Class 12 contains 7117 members 
Mstep: Class 13 contains 6855 members 
Mstep: Class 14 contains 26399 members 
Mstep: Class 15 contains 34107 members 
Mstep: Class 16 contains 7130 members 
Mstep: Class 17 contains 59948 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12601 members 
Mstep: Class 20 contains 41514 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17503 members 
Mstep: Class 24 contains 193341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822192.000000 Penalty: 80247.148438
Iteration 272Q: 25 clusters Score -9.082219e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15472 members 
Mstep: Class 4 contains 36011 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217068 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13713 members 
Mstep: Class 12 contains 7118 members 
Mstep: Class 13 contains 6855 members 
Mstep: Class 14 contains 26398 members 
Mstep: Class 15 contains 34111 members 
Mstep: Class 16 contains 7137 members 
Mstep: Class 17 contains 59936 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12600 members 
Mstep: Class 20 contains 41517 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17490 members 
Mstep: Class 24 contains 193342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822216.000000 Penalty: 80247.148438
Iteration 273Q: 25 clusters Score -9.082222e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 36013 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217085 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13711 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 6855 members 
Mstep: Class 14 contains 26398 members 
Mstep: Class 15 contains 34114 members 
Mstep: Class 16 contains 7144 members 
Mstep: Class 17 contains 59933 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12600 members 
Mstep: Class 20 contains 41515 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17477 members 
Mstep: Class 24 contains 193337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822152.000000 Penalty: 80247.148438
Iteration 274Q: 25 clusters Score -9.082215e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 36012 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217103 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13712 members 
Mstep: Class 12 contains 7123 members 
Mstep: Class 13 contains 6855 members 
Mstep: Class 14 contains 26399 members 
Mstep: Class 15 contains 34116 members 
Mstep: Class 16 contains 7148 members 
Mstep: Class 17 contains 59927 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12599 members 
Mstep: Class 20 contains 41518 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17459 members 
Mstep: Class 24 contains 193333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822048.000000 Penalty: 80247.148438
Iteration 275Q: 25 clusters Score -9.082205e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15471 members 
Mstep: Class 4 contains 36012 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217139 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11238 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13715 members 
Mstep: Class 12 contains 7126 members 
Mstep: Class 13 contains 6855 members 
Mstep: Class 14 contains 26400 members 
Mstep: Class 15 contains 34116 members 
Mstep: Class 16 contains 7149 members 
Mstep: Class 17 contains 59918 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12598 members 
Mstep: Class 20 contains 41517 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17438 members 
Mstep: Class 24 contains 193327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822096.000000 Penalty: 80247.148438
Iteration 276Q: 25 clusters Score -9.08221e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15470 members 
Mstep: Class 4 contains 36008 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217190 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11237 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13716 members 
Mstep: Class 12 contains 7129 members 
Mstep: Class 13 contains 6856 members 
Mstep: Class 14 contains 26399 members 
Mstep: Class 15 contains 34117 members 
Mstep: Class 16 contains 7151 members 
Mstep: Class 17 contains 59907 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12598 members 
Mstep: Class 20 contains 41520 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17415 members 
Mstep: Class 24 contains 193306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821960.000000 Penalty: 80247.148438
Iteration 277Q: 25 clusters Score -9.082196e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15466 members 
Mstep: Class 4 contains 36006 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217208 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11237 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13718 members 
Mstep: Class 12 contains 7133 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 26400 members 
Mstep: Class 15 contains 34117 members 
Mstep: Class 16 contains 7154 members 
Mstep: Class 17 contains 59893 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12598 members 
Mstep: Class 20 contains 41517 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17392 members 
Mstep: Class 24 contains 193323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822024.000000 Penalty: 80247.148438
Iteration 278Q: 25 clusters Score -9.082202e+07 nChanged 234
Entering ConstructFrom: 
Score: -90822024.000000 Penalty: 80247.148438
Entering ConstructFrom: 
Trying to split cluster 1 (7152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Entering Unmasked Estep 
Score: -790594.187500 Penalty: 2201.036377
	Iteration 0F: 2 clusters Score -790594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -784808.687500 Penalty: 4402.072754
	Iteration 0F: 3 clusters Score -784808.7 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -786471.875000 Penalty: 4402.072754
	Iteration 1F: 3 clusters Score -786471.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -786812.187500 Penalty: 4402.072754
	Iteration 2F: 3 clusters Score -786812.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -787086.937500 Penalty: 4402.072754
	Iteration 3F: 3 clusters Score -787086.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -787309.875000 Penalty: 4402.072754
	Iteration 4Q: 3 clusters Score -787309.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -787543.937500 Penalty: 4402.072754
	Iteration 5Q: 3 clusters Score -787543.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -787766.562500 Penalty: 4402.072754
	Iteration 6Q: 3 clusters Score -787766.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -787981.500000 Penalty: 4402.072754
	Iteration 7Q: 3 clusters Score -787981.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -788192.125000 Penalty: 4402.072754
	Iteration 8Q: 3 clusters Score -788192.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -788360.437500 Penalty: 4402.072754
	Iteration 9Q: 3 clusters Score -788360.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -788484.437500 Penalty: 4402.072754
	Iteration 10Q: 3 clusters Score -788484.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -788568.312500 Penalty: 4402.072754
	Iteration 11Q: 3 clusters Score -788568.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -788632.562500 Penalty: 4402.072754
	Iteration 12Q: 3 clusters Score -788632.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -788695.625000 Penalty: 4402.072754
	Iteration 13Q: 3 clusters Score -788695.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -788761.375000 Penalty: 4402.072754
	Iteration 14Q: 3 clusters Score -788761.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -788811.125000 Penalty: 4402.072754
	Iteration 15Q: 3 clusters Score -788811.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -788844.250000 Penalty: 4402.072754
	Iteration 16Q: 3 clusters Score -788844.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -788872.875000 Penalty: 4402.072754
	Iteration 17Q: 3 clusters Score -788872.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -788893.312500 Penalty: 4402.072754
	Iteration 18Q: 3 clusters Score -788893.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -788910.250000 Penalty: 4402.072754
	Iteration 19Q: 3 clusters Score -788910.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -788927.875000 Penalty: 4402.072754
	Iteration 20F: 3 clusters Score -788927.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -788946.875000 Penalty: 4402.072754
	Iteration 21Q: 3 clusters Score -788946.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -788954.937500 Penalty: 4402.072754
	Iteration 22Q: 3 clusters Score -788954.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -788964.750000 Penalty: 4402.072754
	Iteration 23Q: 3 clusters Score -788964.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -788971.375000 Penalty: 4402.072754
	Iteration 24Q: 3 clusters Score -788971.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -788985.187500 Penalty: 4402.072754
	Iteration 25Q: 3 clusters Score -788985.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -788991.375000 Penalty: 4402.072754
	Iteration 26Q: 3 clusters Score -788991.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -788993.500000 Penalty: 4402.072754
	Iteration 27Q: 3 clusters Score -788993.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -788998.812500 Penalty: 4402.072754
	Iteration 28Q: 3 clusters Score -788998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -788999.687500 Penalty: 4402.072754
	Iteration 29Q: 3 clusters Score -788999.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -789004.125000 Penalty: 4402.072754
	Iteration 30Q: 3 clusters Score -789004.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -789008.375000 Penalty: 4402.072754
	Iteration 31Q: 3 clusters Score -789008.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -789008.375000 Penalty: 4402.072754
	Iteration 32Q: 3 clusters Score -789008.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -789009.500000 Penalty: 4402.072754
	Iteration 33Q: 3 clusters Score -789009.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -789010.625000 Penalty: 4402.072754
	Iteration 34Q: 3 clusters Score -789010.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -789014.437500 Penalty: 4402.072754
	Iteration 35Q: 3 clusters Score -789014.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -789014.437500 Penalty: 4402.072754
	Iteration 36F: 3 clusters Score -789014.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -104715.226562 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -104715.2 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 478 members 
Entering Unmasked Estep 
Score: -102907.984375 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -102908 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -103560.601562 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -103560.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -103925.945312 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -103925.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -104105.460938 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -104105.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -104236.726562 Penalty: 3393.970947
	Iteration 4Q: 3 clusters Score -104236.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -104302.421875 Penalty: 3393.970947
	Iteration 5Q: 3 clusters Score -104302.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -104360.039062 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -104360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -104448.031250 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -104448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -104552.890625 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -104552.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -104657.789062 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -104657.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -104711.000000 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -104711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -104722.210938 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -104722.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -104732.445312 Penalty: 3393.970947
	Iteration 12Q: 3 clusters Score -104732.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -104741.078125 Penalty: 3393.970947
	Iteration 13Q: 3 clusters Score -104741.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -104756.554688 Penalty: 3393.970947
	Iteration 14Q: 3 clusters Score -104756.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -104783.039062 Penalty: 3393.970947
	Iteration 15Q: 3 clusters Score -104783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -104791.726562 Penalty: 3393.970947
	Iteration 16Q: 3 clusters Score -104791.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -104798.546875 Penalty: 3393.970947
	Iteration 17Q: 3 clusters Score -104798.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -104807.234375 Penalty: 3393.970947
	Iteration 18Q: 3 clusters Score -104807.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -104814.679688 Penalty: 3393.970947
	Iteration 19Q: 3 clusters Score -104814.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -104822.359375 Penalty: 3393.970947
	Iteration 20F: 3 clusters Score -104822.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -104846.687500 Penalty: 3393.970947
	Iteration 21Q: 3 clusters Score -104846.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -104877.210938 Penalty: 3393.970947
	Iteration 22Q: 3 clusters Score -104877.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -104905.625000 Penalty: 3393.970947
	Iteration 23Q: 3 clusters Score -104905.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -104927.992188 Penalty: 3393.970947
	Iteration 24Q: 3 clusters Score -104928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -104956.656250 Penalty: 3393.970947
	Iteration 25Q: 3 clusters Score -104956.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -104982.156250 Penalty: 3393.970947
	Iteration 26Q: 3 clusters Score -104982.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -105006.750000 Penalty: 3393.970947
	Iteration 27Q: 3 clusters Score -105006.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -105012.921875 Penalty: 3393.970947
	Iteration 28Q: 3 clusters Score -105012.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -105014.062500 Penalty: 3393.970947
	Iteration 29Q: 3 clusters Score -105014.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -105014.062500 Penalty: 3393.970947
	Iteration 30F: 3 clusters Score -105014.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 439 members 
Mstep: Class 3 contains 15468 members 
Mstep: Class 4 contains 36002 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217224 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13718 members 
Mstep: Class 12 contains 7135 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26398 members 
Mstep: Class 15 contains 34120 members 
Mstep: Class 16 contains 7162 members 
Mstep: Class 17 contains 59889 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12597 members 
Mstep: Class 20 contains 41516 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17378 members 
Mstep: Class 24 contains 193318 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
Score: -90820816.000000 Penalty: 83590.781250
Splitting cluster 2 changes total score from -90822024.000000 to -90820816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (15468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Entering Unmasked Estep 
Score: -2020089.875000 Penalty: 2392.339111
	Iteration 0F: 2 clusters Score -2020090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2008830.750000 Penalty: 4784.678223
	Iteration 0F: 3 clusters Score -2008831 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2012421.250000 Penalty: 4784.678223
	Iteration 1F: 3 clusters Score -2012421 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2012766.000000 Penalty: 4784.678223
	Iteration 2F: 3 clusters Score -2012766 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2013010.500000 Penalty: 4784.678223
	Iteration 3Q: 3 clusters Score -2013010 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2013196.375000 Penalty: 4784.678223
	Iteration 4Q: 3 clusters Score -2013196 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2013349.875000 Penalty: 4784.678223
	Iteration 5Q: 3 clusters Score -2013350 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2013472.875000 Penalty: 4784.678223
	Iteration 6Q: 3 clusters Score -2013473 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2013581.625000 Penalty: 4784.678223
	Iteration 7Q: 3 clusters Score -2013582 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2013717.375000 Penalty: 4784.678223
	Iteration 8Q: 3 clusters Score -2013717 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2013861.875000 Penalty: 4784.678223
	Iteration 9Q: 3 clusters Score -2013862 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2014048.750000 Penalty: 4784.678223
	Iteration 10Q: 3 clusters Score -2014049 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2014255.250000 Penalty: 4784.678223
	Iteration 11Q: 3 clusters Score -2014255 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2014485.500000 Penalty: 4784.678223
	Iteration 12Q: 3 clusters Score -2014486 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2014762.250000 Penalty: 4784.678223
	Iteration 13Q: 3 clusters Score -2014762 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2015080.125000 Penalty: 4784.678223
	Iteration 14Q: 3 clusters Score -2015080 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2015401.500000 Penalty: 4784.678223
	Iteration 15Q: 3 clusters Score -2015402 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2015745.625000 Penalty: 4784.678223
	Iteration 16Q: 3 clusters Score -2015746 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2016041.500000 Penalty: 4784.678223
	Iteration 17Q: 3 clusters Score -2016042 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2016270.125000 Penalty: 4784.678223
	Iteration 18Q: 3 clusters Score -2016270 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2016452.250000 Penalty: 4784.678223
	Iteration 19Q: 3 clusters Score -2016452 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2016594.875000 Penalty: 4784.678223
	Iteration 20F: 3 clusters Score -2016595 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2016735.000000 Penalty: 4784.678223
	Iteration 21Q: 3 clusters Score -2016735 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2016854.000000 Penalty: 4784.678223
	Iteration 22Q: 3 clusters Score -2016854 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2016990.500000 Penalty: 4784.678223
	Iteration 23Q: 3 clusters Score -2016990 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2017092.125000 Penalty: 4784.678223
	Iteration 24Q: 3 clusters Score -2017092 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2017205.125000 Penalty: 4784.678223
	Iteration 25Q: 3 clusters Score -2017205 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2017311.375000 Penalty: 4784.678223
	Iteration 26Q: 3 clusters Score -2017311 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2017429.500000 Penalty: 4784.678223
	Iteration 27Q: 3 clusters Score -2017430 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2017533.375000 Penalty: 4784.678223
	Iteration 28Q: 3 clusters Score -2017533 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2017615.750000 Penalty: 4784.678223
	Iteration 29Q: 3 clusters Score -2017616 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2017693.000000 Penalty: 4784.678223
	Iteration 30Q: 3 clusters Score -2017693 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2017737.125000 Penalty: 4784.678223
	Iteration 31Q: 3 clusters Score -2017737 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2017795.125000 Penalty: 4784.678223
	Iteration 32Q: 3 clusters Score -2017795 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2017843.375000 Penalty: 4784.678223
	Iteration 33Q: 3 clusters Score -2017843 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2017885.375000 Penalty: 4784.678223
	Iteration 34Q: 3 clusters Score -2017885 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2017912.000000 Penalty: 4784.678223
	Iteration 35Q: 3 clusters Score -2017912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2017936.000000 Penalty: 4784.678223
	Iteration 36Q: 3 clusters Score -2017936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2017960.375000 Penalty: 4784.678223
	Iteration 37Q: 3 clusters Score -2017960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2017972.250000 Penalty: 4784.678223
	Iteration 38Q: 3 clusters Score -2017972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2017979.625000 Penalty: 4784.678223
	Iteration 39Q: 3 clusters Score -2017980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2017998.125000 Penalty: 4784.678223
	Iteration 40F: 3 clusters Score -2017998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2018010.250000 Penalty: 4784.678223
	Iteration 41Q: 3 clusters Score -2018010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2018017.875000 Penalty: 4784.678223
	Iteration 42Q: 3 clusters Score -2018018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2018023.625000 Penalty: 4784.678223
	Iteration 43Q: 3 clusters Score -2018024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2018025.000000 Penalty: 4784.678223
	Iteration 44Q: 3 clusters Score -2018025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2018036.750000 Penalty: 4784.678223
	Iteration 45Q: 3 clusters Score -2018037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2018046.500000 Penalty: 4784.678223
	Iteration 46Q: 3 clusters Score -2018046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2018057.875000 Penalty: 4784.678223
	Iteration 47Q: 3 clusters Score -2018058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2018062.250000 Penalty: 4784.678223
	Iteration 48Q: 3 clusters Score -2018062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2018072.750000 Penalty: 4784.678223
	Iteration 49Q: 3 clusters Score -2018073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2018075.625000 Penalty: 4784.678223
	Iteration 50Q: 3 clusters Score -2018076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2018082.125000 Penalty: 4784.678223
	Iteration 51Q: 3 clusters Score -2018082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2018085.625000 Penalty: 4784.678223
	Iteration 52Q: 3 clusters Score -2018086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2018086.875000 Penalty: 4784.678223
	Iteration 53Q: 3 clusters Score -2018087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2018086.750000 Penalty: 4784.678223
	Iteration 54Q: 3 clusters Score -2018087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2018090.500000 Penalty: 4784.678223
	Iteration 55Q: 3 clusters Score -2018090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2018092.125000 Penalty: 4784.678223
	Iteration 56Q: 3 clusters Score -2018092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2018092.125000 Penalty: 4784.678223
	Iteration 57F: 3 clusters Score -2018092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Entering Unmasked Estep 
Score: -4606774.500000 Penalty: 2601.849854
	Iteration 0F: 2 clusters Score -4606774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -4582335.500000 Penalty: 5203.699707
	Iteration 0F: 3 clusters Score -4582336 nChanged 16303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -4591271.500000 Penalty: 5203.699707
	Iteration 1F: 3 clusters Score -4591272 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -4591852.000000 Penalty: 5203.699707
	Iteration 2Q: 3 clusters Score -4591852 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -4592375.000000 Penalty: 5203.699707
	Iteration 3Q: 3 clusters Score -4592375 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -4592845.500000 Penalty: 5203.699707
	Iteration 4Q: 3 clusters Score -4592846 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -4593359.000000 Penalty: 5203.699707
	Iteration 5Q: 3 clusters Score -4593359 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -4593840.000000 Penalty: 5203.699707
	Iteration 6Q: 3 clusters Score -4593840 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -4594376.000000 Penalty: 5203.699707
	Iteration 7Q: 3 clusters Score -4594376 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -4594927.500000 Penalty: 5203.699707
	Iteration 8Q: 3 clusters Score -4594928 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -4595608.500000 Penalty: 5203.699707
	Iteration 9Q: 3 clusters Score -4595608 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -4596349.000000 Penalty: 5203.699707
	Iteration 10Q: 3 clusters Score -4596349 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -4597126.000000 Penalty: 5203.699707
	Iteration 11Q: 3 clusters Score -4597126 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -4598032.000000 Penalty: 5203.699707
	Iteration 12Q: 3 clusters Score -4598032 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -4599030.500000 Penalty: 5203.699707
	Iteration 13Q: 3 clusters Score -4599030 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -4600043.500000 Penalty: 5203.699707
	Iteration 14Q: 3 clusters Score -4600044 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -4600969.500000 Penalty: 5203.699707
	Iteration 15Q: 3 clusters Score -4600970 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -4601825.000000 Penalty: 5203.699707
	Iteration 16Q: 3 clusters Score -4601825 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -4602505.500000 Penalty: 5203.699707
	Iteration 17Q: 3 clusters Score -4602506 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -4603041.500000 Penalty: 5203.699707
	Iteration 18Q: 3 clusters Score -4603042 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -4603406.000000 Penalty: 5203.699707
	Iteration 19Q: 3 clusters Score -4603406 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4603705.000000 Penalty: 5203.699707
	Iteration 20F: 3 clusters Score -4603705 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4603917.000000 Penalty: 5203.699707
	Iteration 21Q: 3 clusters Score -4603917 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4604066.000000 Penalty: 5203.699707
	Iteration 22Q: 3 clusters Score -4604066 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4604186.000000 Penalty: 5203.699707
	Iteration 23Q: 3 clusters Score -4604186 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4604290.500000 Penalty: 5203.699707
	Iteration 24Q: 3 clusters Score -4604290 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4604354.500000 Penalty: 5203.699707
	Iteration 25Q: 3 clusters Score -4604354 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4604388.000000 Penalty: 5203.699707
	Iteration 26Q: 3 clusters Score -4604388 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4604433.500000 Penalty: 5203.699707
	Iteration 27Q: 3 clusters Score -4604434 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4604479.500000 Penalty: 5203.699707
	Iteration 28Q: 3 clusters Score -4604480 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4604517.000000 Penalty: 5203.699707
	Iteration 29Q: 3 clusters Score -4604517 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4604541.000000 Penalty: 5203.699707
	Iteration 30Q: 3 clusters Score -4604541 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4604562.000000 Penalty: 5203.699707
	Iteration 31Q: 3 clusters Score -4604562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4604572.000000 Penalty: 5203.699707
	Iteration 32Q: 3 clusters Score -4604572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4604581.000000 Penalty: 5203.699707
	Iteration 33Q: 3 clusters Score -4604581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4604583.500000 Penalty: 5203.699707
	Iteration 34Q: 3 clusters Score -4604584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4604586.500000 Penalty: 5203.699707
	Iteration 35Q: 3 clusters Score -4604586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4604589.500000 Penalty: 5203.699707
	Iteration 36Q: 3 clusters Score -4604590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4604605.000000 Penalty: 5203.699707
	Iteration 37Q: 3 clusters Score -4604605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4604605.000000 Penalty: 5203.699707
	Iteration 38Q: 3 clusters Score -4604605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4604614.000000 Penalty: 5203.699707
	Iteration 39Q: 3 clusters Score -4604614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4604624.500000 Penalty: 5203.699707
	Iteration 40F: 3 clusters Score -4604624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4604624.000000 Penalty: 5203.699707
	Iteration 41Q: 3 clusters Score -4604624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4604615.500000 Penalty: 5203.699707
	Iteration 42Q: 3 clusters Score -4604616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4604626.500000 Penalty: 5203.699707
	Iteration 43Q: 3 clusters Score -4604626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4604627.500000 Penalty: 5203.699707
	Iteration 44Q: 3 clusters Score -4604628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4604633.500000 Penalty: 5203.699707
	Iteration 45Q: 3 clusters Score -4604634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4604629.500000 Penalty: 5203.699707
	Iteration 46Q: 3 clusters Score -4604630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4604637.000000 Penalty: 5203.699707
	Iteration 47Q: 3 clusters Score -4604637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4604640.000000 Penalty: 5203.699707
	Iteration 48Q: 3 clusters Score -4604640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4604646.500000 Penalty: 5203.699707
	Iteration 49Q: 3 clusters Score -4604646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4604649.000000 Penalty: 5203.699707
	Iteration 50Q: 3 clusters Score -4604649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4604650.500000 Penalty: 5203.699707
	Iteration 51Q: 3 clusters Score -4604650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4604650.500000 Penalty: 5203.699707
	Iteration 52Q: 3 clusters Score -4604650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4604649.000000 Penalty: 5203.699707
	Iteration 53Q: 3 clusters Score -4604649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4604649.000000 Penalty: 5203.699707
	Iteration 54F: 3 clusters Score -4604649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -113490.718750 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -113490.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -111561.296875 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -111561.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -111961.507812 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -111961.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -112202.195312 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -112202.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112516.914062 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -112516.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -112924.265625 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -112924.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -113164.406250 Penalty: 3437.525391
	Iteration 5F: 3 clusters Score -113164.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -113279.375000 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -113279.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -113325.148438 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -113325.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -113339.531250 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -113339.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -113352.601562 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -113352.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -113388.023438 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -113388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -113477.304688 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -113477.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -113536.687500 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -113536.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -113572.437500 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -113572.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -113613.898438 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -113613.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -113630.609375 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -113630.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -113640.492188 Penalty: 3437.525391
	Iteration 16Q: 3 clusters Score -113640.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -113646.281250 Penalty: 3437.525391
	Iteration 17Q: 3 clusters Score -113646.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -113650.445312 Penalty: 3437.525391
	Iteration 18Q: 3 clusters Score -113650.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -113651.773438 Penalty: 3437.525391
	Iteration 19Q: 3 clusters Score -113651.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -113651.773438 Penalty: 3437.525391
	Iteration 20F: 3 clusters Score -113651.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15468 members 
Mstep: Class 4 contains 36002 members 
Mstep: Class 5 contains 525 members 
Mstep: Class 6 contains 217224 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13718 members 
Mstep: Class 12 contains 7135 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26398 members 
Mstep: Class 15 contains 34120 members 
Mstep: Class 16 contains 7162 members 
Mstep: Class 17 contains 59889 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12597 members 
Mstep: Class 20 contains 41516 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17378 members 
Mstep: Class 24 contains 193318 members 
Mstep: Class 25 contains 498 members 
Entering Unmasked Estep 
Score: -90820632.000000 Penalty: 83590.781250
Splitting cluster 5 changes total score from -90822024.000000 to -90820632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (217224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217224 members 
Entering Unmasked Estep 
Score: -28323792.000000 Penalty: 3047.593506
	Iteration 0F: 2 clusters Score -2.832379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108748 members 
Mstep: Class 2 contains 108476 members 
Entering Unmasked Estep 
Score: -28184292.000000 Penalty: 6095.187012
	Iteration 0F: 3 clusters Score -2.818429e+07 nChanged 104531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114809 members 
Mstep: Class 2 contains 102415 members 
Entering Unmasked Estep 
Score: -28245248.000000 Penalty: 6095.187012
	Iteration 1F: 3 clusters Score -2.824525e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118453 members 
Mstep: Class 2 contains 98771 members 
Entering Unmasked Estep 
Score: -28246574.000000 Penalty: 6095.187012
	Iteration 2Q: 3 clusters Score -2.824657e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124170 members 
Mstep: Class 2 contains 93054 members 
Entering Unmasked Estep 
Score: -28248400.000000 Penalty: 6095.187012
	Iteration 3Q: 3 clusters Score -2.82484e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132807 members 
Mstep: Class 2 contains 84417 members 
Entering Unmasked Estep 
Score: -28252110.000000 Penalty: 6095.187012
	Iteration 4Q: 3 clusters Score -2.825211e+07 nChanged 12798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145401 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -28258942.000000 Penalty: 6095.187012
	Iteration 5F: 3 clusters Score -2.825894e+07 nChanged 17377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162742 members 
Mstep: Class 2 contains 54482 members 
Entering Unmasked Estep 
Score: -28271488.000000 Penalty: 6095.187012
	Iteration 6F: 3 clusters Score -2.827149e+07 nChanged 20660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183394 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -28289844.000000 Penalty: 6095.187012
	Iteration 7F: 3 clusters Score -2.828984e+07 nChanged 18458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201850 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -28307130.000000 Penalty: 6095.187012
	Iteration 8F: 3 clusters Score -2.830713e+07 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212288 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -28316546.000000 Penalty: 6095.187012
	Iteration 9Q: 3 clusters Score -2.831655e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215891 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -28319682.000000 Penalty: 6095.187012
	Iteration 10Q: 3 clusters Score -2.831968e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216755 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -28320558.000000 Penalty: 6095.187012
	Iteration 11Q: 3 clusters Score -2.832056e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216931 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -28320804.000000 Penalty: 6095.187012
	Iteration 12Q: 3 clusters Score -2.83208e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216965 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -28320890.000000 Penalty: 6095.187012
	Iteration 13Q: 3 clusters Score -2.832089e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216983 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -28320964.000000 Penalty: 6095.187012
	Iteration 14Q: 3 clusters Score -2.832096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216985 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -28320964.000000 Penalty: 6095.187012
	Iteration 15Q: 3 clusters Score -2.832096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216990 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28320964.000000 Penalty: 6095.187012
	Iteration 16Q: 3 clusters Score -2.832096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216993 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28320984.000000 Penalty: 6095.187012
	Iteration 17Q: 3 clusters Score -2.832098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216996 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28320980.000000 Penalty: 6095.187012
	Iteration 18Q: 3 clusters Score -2.832098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216996 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -28320982.000000 Penalty: 6095.187012
	Iteration 19Q: 3 clusters Score -2.832098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216997 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -28321000.000000 Penalty: 6095.187012
	Iteration 20F: 3 clusters Score -2.8321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216999 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -28321018.000000 Penalty: 6095.187012
	Iteration 21Q: 3 clusters Score -2.832102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217001 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -28321008.000000 Penalty: 6095.187012
	Iteration 22Q: 3 clusters Score -2.832101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217003 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28321018.000000 Penalty: 6095.187012
	Iteration 23Q: 3 clusters Score -2.832102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217006 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28321034.000000 Penalty: 6095.187012
	Iteration 24Q: 3 clusters Score -2.832103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217005 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28321014.000000 Penalty: 6095.187012
	Iteration 25Q: 3 clusters Score -2.832101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217007 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28321018.000000 Penalty: 6095.187012
	Iteration 26Q: 3 clusters Score -2.832102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217007 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -28321018.000000 Penalty: 6095.187012
	Iteration 27F: 3 clusters Score -2.832102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -39392.414062 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -39392.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38001.359375 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -38001.36 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38262.097656 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -38262.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38429.886719 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -38429.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38570.437500 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -38570.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38660.242188 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -38660.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38709.812500 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -38709.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38764.035156 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -38764.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38795.710938 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -38795.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38855.042969 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -38855.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38895.859375 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -38895.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38901.832031 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -38901.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38908.484375 Penalty: 2952.808594
	Iteration 11Q: 3 clusters Score -38908.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38913.097656 Penalty: 2952.808594
	Iteration 12Q: 3 clusters Score -38913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -38924.863281 Penalty: 2952.808594
	Iteration 13Q: 3 clusters Score -38924.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -38933.886719 Penalty: 2952.808594
	Iteration 14Q: 3 clusters Score -38933.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38938.253906 Penalty: 2952.808594
	Iteration 15Q: 3 clusters Score -38938.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38938.253906 Penalty: 2952.808594
	Iteration 16F: 3 clusters Score -38938.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -59548.601562 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -59548.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58049.750000 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -58049.75 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -58227.867188 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -58227.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -58274.324219 Penalty: 3072.425049
	Iteration 2Q: 3 clusters Score -58274.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -58296.218750 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -58296.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58304.632812 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -58304.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58304.632812 Penalty: 3072.425049
	Iteration 5F: 3 clusters Score -58304.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Entering Unmasked Estep 
Score: -1486162.250000 Penalty: 2313.065918
	Iteration 0F: 2 clusters Score -1486162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1477679.750000 Penalty: 4626.131836
	Iteration 0F: 3 clusters Score -1477680 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1480285.375000 Penalty: 4626.131836
	Iteration 1F: 3 clusters Score -1480285 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1480630.500000 Penalty: 4626.131836
	Iteration 2F: 3 clusters Score -1480630 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1480927.625000 Penalty: 4626.131836
	Iteration 3F: 3 clusters Score -1480928 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1481200.625000 Penalty: 4626.131836
	Iteration 4Q: 3 clusters Score -1481201 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1481508.375000 Penalty: 4626.131836
	Iteration 5Q: 3 clusters Score -1481508 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1481869.500000 Penalty: 4626.131836
	Iteration 6Q: 3 clusters Score -1481870 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1482241.250000 Penalty: 4626.131836
	Iteration 7Q: 3 clusters Score -1482241 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1482567.125000 Penalty: 4626.131836
	Iteration 8Q: 3 clusters Score -1482567 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1482866.500000 Penalty: 4626.131836
	Iteration 9Q: 3 clusters Score -1482866 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1483081.125000 Penalty: 4626.131836
	Iteration 10Q: 3 clusters Score -1483081 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1483230.875000 Penalty: 4626.131836
	Iteration 11Q: 3 clusters Score -1483231 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1483354.750000 Penalty: 4626.131836
	Iteration 12Q: 3 clusters Score -1483355 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1483446.875000 Penalty: 4626.131836
	Iteration 13Q: 3 clusters Score -1483447 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1483496.125000 Penalty: 4626.131836
	Iteration 14Q: 3 clusters Score -1483496 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1483539.250000 Penalty: 4626.131836
	Iteration 15Q: 3 clusters Score -1483539 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1483572.625000 Penalty: 4626.131836
	Iteration 16Q: 3 clusters Score -1483573 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1483602.875000 Penalty: 4626.131836
	Iteration 17Q: 3 clusters Score -1483603 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1483626.250000 Penalty: 4626.131836
	Iteration 18Q: 3 clusters Score -1483626 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1483656.000000 Penalty: 4626.131836
	Iteration 19Q: 3 clusters Score -1483656 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1483684.250000 Penalty: 4626.131836
	Iteration 20F: 3 clusters Score -1483684 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1483720.375000 Penalty: 4626.131836
	Iteration 21Q: 3 clusters Score -1483720 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1483742.250000 Penalty: 4626.131836
	Iteration 22Q: 3 clusters Score -1483742 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1483770.000000 Penalty: 4626.131836
	Iteration 23Q: 3 clusters Score -1483770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1483800.500000 Penalty: 4626.131836
	Iteration 24Q: 3 clusters Score -1483800 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1483819.750000 Penalty: 4626.131836
	Iteration 25Q: 3 clusters Score -1483820 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1483850.625000 Penalty: 4626.131836
	Iteration 26Q: 3 clusters Score -1483851 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1483885.875000 Penalty: 4626.131836
	Iteration 27Q: 3 clusters Score -1483886 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1483913.000000 Penalty: 4626.131836
	Iteration 28Q: 3 clusters Score -1483913 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1483942.250000 Penalty: 4626.131836
	Iteration 29Q: 3 clusters Score -1483942 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1483968.125000 Penalty: 4626.131836
	Iteration 30Q: 3 clusters Score -1483968 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1483985.750000 Penalty: 4626.131836
	Iteration 31Q: 3 clusters Score -1483986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1484002.250000 Penalty: 4626.131836
	Iteration 32Q: 3 clusters Score -1484002 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1484019.125000 Penalty: 4626.131836
	Iteration 33Q: 3 clusters Score -1484019 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1484033.125000 Penalty: 4626.131836
	Iteration 34Q: 3 clusters Score -1484033 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1484042.125000 Penalty: 4626.131836
	Iteration 35Q: 3 clusters Score -1484042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1484060.250000 Penalty: 4626.131836
	Iteration 36Q: 3 clusters Score -1484060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1484072.125000 Penalty: 4626.131836
	Iteration 37Q: 3 clusters Score -1484072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1484076.500000 Penalty: 4626.131836
	Iteration 38Q: 3 clusters Score -1484076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1484092.750000 Penalty: 4626.131836
	Iteration 39Q: 3 clusters Score -1484093 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1484107.125000 Penalty: 4626.131836
	Iteration 40F: 3 clusters Score -1484107 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1484118.375000 Penalty: 4626.131836
	Iteration 41Q: 3 clusters Score -1484118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1484130.625000 Penalty: 4626.131836
	Iteration 42Q: 3 clusters Score -1484131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1484135.625000 Penalty: 4626.131836
	Iteration 43Q: 3 clusters Score -1484136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1484137.875000 Penalty: 4626.131836
	Iteration 44Q: 3 clusters Score -1484138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1484142.125000 Penalty: 4626.131836
	Iteration 45Q: 3 clusters Score -1484142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1484145.375000 Penalty: 4626.131836
	Iteration 46Q: 3 clusters Score -1484145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1484144.875000 Penalty: 4626.131836
	Iteration 47Q: 3 clusters Score -1484145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1484147.750000 Penalty: 4626.131836
	Iteration 48Q: 3 clusters Score -1484148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1484147.875000 Penalty: 4626.131836
	Iteration 49Q: 3 clusters Score -1484148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1484148.250000 Penalty: 4626.131836
	Iteration 50Q: 3 clusters Score -1484148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1484147.500000 Penalty: 4626.131836
	Iteration 51Q: 3 clusters Score -1484148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1484148.000000 Penalty: 4626.131836
	Iteration 52Q: 3 clusters Score -1484148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1484144.625000 Penalty: 4626.131836
	Iteration 53Q: 3 clusters Score -1484145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1484144.625000 Penalty: 4626.131836
	Iteration 54F: 3 clusters Score -1484145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Entering Unmasked Estep 
Score: -185978.203125 Penalty: 1830.458008
	Iteration 0F: 2 clusters Score -185978.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -183619.718750 Penalty: 3660.916016
	Iteration 0F: 3 clusters Score -183619.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -184143.281250 Penalty: 3660.916016
	Iteration 1F: 3 clusters Score -184143.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -184308.156250 Penalty: 3660.916016
	Iteration 2F: 3 clusters Score -184308.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -184388.937500 Penalty: 3660.916016
	Iteration 3Q: 3 clusters Score -184388.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -184437.046875 Penalty: 3660.916016
	Iteration 4Q: 3 clusters Score -184437 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -184490.671875 Penalty: 3660.916016
	Iteration 5Q: 3 clusters Score -184490.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -184539.265625 Penalty: 3660.916016
	Iteration 6Q: 3 clusters Score -184539.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -184572.265625 Penalty: 3660.916016
	Iteration 7Q: 3 clusters Score -184572.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -184602.609375 Penalty: 3660.916016
	Iteration 8Q: 3 clusters Score -184602.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -184660.750000 Penalty: 3660.916016
	Iteration 9Q: 3 clusters Score -184660.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -184703.250000 Penalty: 3660.916016
	Iteration 10Q: 3 clusters Score -184703.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -184734.031250 Penalty: 3660.916016
	Iteration 11Q: 3 clusters Score -184734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -184755.203125 Penalty: 3660.916016
	Iteration 12Q: 3 clusters Score -184755.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -184776.671875 Penalty: 3660.916016
	Iteration 13Q: 3 clusters Score -184776.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -184787.750000 Penalty: 3660.916016
	Iteration 14Q: 3 clusters Score -184787.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -184803.375000 Penalty: 3660.916016
	Iteration 15Q: 3 clusters Score -184803.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -184816.562500 Penalty: 3660.916016
	Iteration 16Q: 3 clusters Score -184816.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -184825.296875 Penalty: 3660.916016
	Iteration 17Q: 3 clusters Score -184825.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -184829.156250 Penalty: 3660.916016
	Iteration 18Q: 3 clusters Score -184829.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -184830.546875 Penalty: 3660.916016
	Iteration 19Q: 3 clusters Score -184830.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -184833.484375 Penalty: 3660.916016
	Iteration 20F: 3 clusters Score -184833.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -184837.343750 Penalty: 3660.916016
	Iteration 21Q: 3 clusters Score -184837.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -184838.359375 Penalty: 3660.916016
	Iteration 22Q: 3 clusters Score -184838.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -184839.734375 Penalty: 3660.916016
	Iteration 23Q: 3 clusters Score -184839.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -184841.578125 Penalty: 3660.916016
	Iteration 24Q: 3 clusters Score -184841.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -184842.921875 Penalty: 3660.916016
	Iteration 25Q: 3 clusters Score -184842.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -184842.921875 Penalty: 3660.916016
	Iteration 26F: 3 clusters Score -184842.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Entering Unmasked Estep 
Score: -1794525.500000 Penalty: 2362.563232
	Iteration 0F: 2 clusters Score -1794526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1784464.750000 Penalty: 4725.126465
	Iteration 0F: 3 clusters Score -1784465 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1787562.500000 Penalty: 4725.126465
	Iteration 1F: 3 clusters Score -1787562 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1787971.500000 Penalty: 4725.126465
	Iteration 2F: 3 clusters Score -1787972 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1788289.500000 Penalty: 4725.126465
	Iteration 3F: 3 clusters Score -1788290 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1788565.750000 Penalty: 4725.126465
	Iteration 4Q: 3 clusters Score -1788566 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1788831.125000 Penalty: 4725.126465
	Iteration 5Q: 3 clusters Score -1788831 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1789087.625000 Penalty: 4725.126465
	Iteration 6Q: 3 clusters Score -1789088 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1789412.375000 Penalty: 4725.126465
	Iteration 7Q: 3 clusters Score -1789412 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1789793.125000 Penalty: 4725.126465
	Iteration 8Q: 3 clusters Score -1789793 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1790237.250000 Penalty: 4725.126465
	Iteration 9Q: 3 clusters Score -1790237 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1790682.000000 Penalty: 4725.126465
	Iteration 10Q: 3 clusters Score -1790682 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1791077.500000 Penalty: 4725.126465
	Iteration 11Q: 3 clusters Score -1791078 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1791365.000000 Penalty: 4725.126465
	Iteration 12Q: 3 clusters Score -1791365 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1791579.375000 Penalty: 4725.126465
	Iteration 13Q: 3 clusters Score -1791579 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1791727.125000 Penalty: 4725.126465
	Iteration 14Q: 3 clusters Score -1791727 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1791865.875000 Penalty: 4725.126465
	Iteration 15Q: 3 clusters Score -1791866 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1791979.750000 Penalty: 4725.126465
	Iteration 16Q: 3 clusters Score -1791980 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1792073.125000 Penalty: 4725.126465
	Iteration 17Q: 3 clusters Score -1792073 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1792151.125000 Penalty: 4725.126465
	Iteration 18Q: 3 clusters Score -1792151 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1792252.250000 Penalty: 4725.126465
	Iteration 19Q: 3 clusters Score -1792252 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1792386.000000 Penalty: 4725.126465
	Iteration 20F: 3 clusters Score -1792386 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1792541.875000 Penalty: 4725.126465
	Iteration 21Q: 3 clusters Score -1792542 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1792704.250000 Penalty: 4725.126465
	Iteration 22Q: 3 clusters Score -1792704 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1792834.625000 Penalty: 4725.126465
	Iteration 23Q: 3 clusters Score -1792835 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1792940.500000 Penalty: 4725.126465
	Iteration 24Q: 3 clusters Score -1792940 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1793043.625000 Penalty: 4725.126465
	Iteration 25Q: 3 clusters Score -1793044 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1793124.125000 Penalty: 4725.126465
	Iteration 26Q: 3 clusters Score -1793124 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1793178.000000 Penalty: 4725.126465
	Iteration 27Q: 3 clusters Score -1793178 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1793239.250000 Penalty: 4725.126465
	Iteration 28Q: 3 clusters Score -1793239 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1793292.875000 Penalty: 4725.126465
	Iteration 29Q: 3 clusters Score -1793293 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1793326.250000 Penalty: 4725.126465
	Iteration 30Q: 3 clusters Score -1793326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1793382.250000 Penalty: 4725.126465
	Iteration 31Q: 3 clusters Score -1793382 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1793442.625000 Penalty: 4725.126465
	Iteration 32Q: 3 clusters Score -1793443 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1793515.750000 Penalty: 4725.126465
	Iteration 33Q: 3 clusters Score -1793516 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1793577.375000 Penalty: 4725.126465
	Iteration 34Q: 3 clusters Score -1793577 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1793660.250000 Penalty: 4725.126465
	Iteration 35Q: 3 clusters Score -1793660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1793722.000000 Penalty: 4725.126465
	Iteration 36Q: 3 clusters Score -1793722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1793774.250000 Penalty: 4725.126465
	Iteration 37Q: 3 clusters Score -1793774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1793797.375000 Penalty: 4725.126465
	Iteration 38Q: 3 clusters Score -1793797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1793814.500000 Penalty: 4725.126465
	Iteration 39Q: 3 clusters Score -1793814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1793822.125000 Penalty: 4725.126465
	Iteration 40F: 3 clusters Score -1793822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1793826.750000 Penalty: 4725.126465
	Iteration 41Q: 3 clusters Score -1793827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1793827.250000 Penalty: 4725.126465
	Iteration 42Q: 3 clusters Score -1793827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1793831.875000 Penalty: 4725.126465
	Iteration 43Q: 3 clusters Score -1793832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1793831.625000 Penalty: 4725.126465
	Iteration 44Q: 3 clusters Score -1793832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1793831.375000 Penalty: 4725.126465
	Iteration 45Q: 3 clusters Score -1793831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1793832.125000 Penalty: 4725.126465
	Iteration 46Q: 3 clusters Score -1793832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1793832.750000 Penalty: 4725.126465
	Iteration 47Q: 3 clusters Score -1793833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1793832.750000 Penalty: 4725.126465
	Iteration 48Q: 3 clusters Score -1793833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1793833.750000 Penalty: 4725.126465
	Iteration 49Q: 3 clusters Score -1793834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1793833.500000 Penalty: 4725.126465
	Iteration 50Q: 3 clusters Score -1793834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1793834.250000 Penalty: 4725.126465
	Iteration 51Q: 3 clusters Score -1793834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1793834.625000 Penalty: 4725.126465
	Iteration 52Q: 3 clusters Score -1793835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1793838.750000 Penalty: 4725.126465
	Iteration 53Q: 3 clusters Score -1793839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1793836.750000 Penalty: 4725.126465
	Iteration 54Q: 3 clusters Score -1793837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1793836.750000 Penalty: 4725.126465
	Iteration 55Q: 3 clusters Score -1793837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1793837.000000 Penalty: 4725.126465
	Iteration 56Q: 3 clusters Score -1793837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1793837.000000 Penalty: 4725.126465
	Iteration 57F: 3 clusters Score -1793837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Entering Unmasked Estep 
Score: -932833.312500 Penalty: 2200.446289
	Iteration 0F: 2 clusters Score -932833.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -926968.312500 Penalty: 4400.892578
	Iteration 0F: 3 clusters Score -926968.3 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -928489.687500 Penalty: 4400.892578
	Iteration 1F: 3 clusters Score -928489.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -928740.625000 Penalty: 4400.892578
	Iteration 2F: 3 clusters Score -928740.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -928897.000000 Penalty: 4400.892578
	Iteration 3F: 3 clusters Score -928897 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -928992.250000 Penalty: 4400.892578
	Iteration 4Q: 3 clusters Score -928992.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -929070.562500 Penalty: 4400.892578
	Iteration 5Q: 3 clusters Score -929070.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -929141.000000 Penalty: 4400.892578
	Iteration 6Q: 3 clusters Score -929141 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -929197.750000 Penalty: 4400.892578
	Iteration 7Q: 3 clusters Score -929197.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -929260.375000 Penalty: 4400.892578
	Iteration 8Q: 3 clusters Score -929260.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -929312.750000 Penalty: 4400.892578
	Iteration 9Q: 3 clusters Score -929312.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -929365.062500 Penalty: 4400.892578
	Iteration 10Q: 3 clusters Score -929365.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -929424.812500 Penalty: 4400.892578
	Iteration 11Q: 3 clusters Score -929424.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -929508.062500 Penalty: 4400.892578
	Iteration 12Q: 3 clusters Score -929508.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -929602.500000 Penalty: 4400.892578
	Iteration 13Q: 3 clusters Score -929602.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -929703.312500 Penalty: 4400.892578
	Iteration 14Q: 3 clusters Score -929703.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -929790.125000 Penalty: 4400.892578
	Iteration 15Q: 3 clusters Score -929790.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -929881.312500 Penalty: 4400.892578
	Iteration 16Q: 3 clusters Score -929881.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -929966.000000 Penalty: 4400.892578
	Iteration 17Q: 3 clusters Score -929966 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -930053.312500 Penalty: 4400.892578
	Iteration 18Q: 3 clusters Score -930053.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -930139.000000 Penalty: 4400.892578
	Iteration 19Q: 3 clusters Score -930139 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -930254.000000 Penalty: 4400.892578
	Iteration 20F: 3 clusters Score -930254 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -930391.875000 Penalty: 4400.892578
	Iteration 21Q: 3 clusters Score -930391.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -930492.187500 Penalty: 4400.892578
	Iteration 22Q: 3 clusters Score -930492.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -930565.375000 Penalty: 4400.892578
	Iteration 23Q: 3 clusters Score -930565.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -930622.687500 Penalty: 4400.892578
	Iteration 24Q: 3 clusters Score -930622.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -930666.750000 Penalty: 4400.892578
	Iteration 25Q: 3 clusters Score -930666.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -930708.312500 Penalty: 4400.892578
	Iteration 26Q: 3 clusters Score -930708.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -930742.437500 Penalty: 4400.892578
	Iteration 27Q: 3 clusters Score -930742.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -930764.937500 Penalty: 4400.892578
	Iteration 28Q: 3 clusters Score -930764.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -930791.562500 Penalty: 4400.892578
	Iteration 29Q: 3 clusters Score -930791.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -930808.812500 Penalty: 4400.892578
	Iteration 30Q: 3 clusters Score -930808.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -930823.312500 Penalty: 4400.892578
	Iteration 31Q: 3 clusters Score -930823.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -930835.000000 Penalty: 4400.892578
	Iteration 32Q: 3 clusters Score -930835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -930841.125000 Penalty: 4400.892578
	Iteration 33Q: 3 clusters Score -930841.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -930849.750000 Penalty: 4400.892578
	Iteration 34Q: 3 clusters Score -930849.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -930853.562500 Penalty: 4400.892578
	Iteration 35Q: 3 clusters Score -930853.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -930857.687500 Penalty: 4400.892578
	Iteration 36Q: 3 clusters Score -930857.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -930858.062500 Penalty: 4400.892578
	Iteration 37Q: 3 clusters Score -930858.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -930861.875000 Penalty: 4400.892578
	Iteration 38Q: 3 clusters Score -930861.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -930867.062500 Penalty: 4400.892578
	Iteration 39Q: 3 clusters Score -930867.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -930869.187500 Penalty: 4400.892578
	Iteration 40F: 3 clusters Score -930869.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -930871.312500 Penalty: 4400.892578
	Iteration 41Q: 3 clusters Score -930871.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -930872.125000 Penalty: 4400.892578
	Iteration 42Q: 3 clusters Score -930872.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -930873.375000 Penalty: 4400.892578
	Iteration 43Q: 3 clusters Score -930873.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -930875.250000 Penalty: 4400.892578
	Iteration 44Q: 3 clusters Score -930875.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -930877.312500 Penalty: 4400.892578
	Iteration 45Q: 3 clusters Score -930877.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -930879.562500 Penalty: 4400.892578
	Iteration 46Q: 3 clusters Score -930879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -930879.625000 Penalty: 4400.892578
	Iteration 47Q: 3 clusters Score -930879.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -930879.625000 Penalty: 4400.892578
	Iteration 48F: 3 clusters Score -930879.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Entering Unmasked Estep 
Score: -860150.875000 Penalty: 2190.626465
	Iteration 0F: 2 clusters Score -860150.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -854464.062500 Penalty: 4381.252930
	Iteration 0F: 3 clusters Score -854464.1 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -855941.062500 Penalty: 4381.252930
	Iteration 1F: 3 clusters Score -855941.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -856154.500000 Penalty: 4381.252930
	Iteration 2F: 3 clusters Score -856154.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -856330.375000 Penalty: 4381.252930
	Iteration 3F: 3 clusters Score -856330.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -856489.062500 Penalty: 4381.252930
	Iteration 4Q: 3 clusters Score -856489.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -856682.687500 Penalty: 4381.252930
	Iteration 5Q: 3 clusters Score -856682.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -856992.375000 Penalty: 4381.252930
	Iteration 6Q: 3 clusters Score -856992.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -857440.750000 Penalty: 4381.252930
	Iteration 7F: 3 clusters Score -857440.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -857841.500000 Penalty: 4381.252930
	Iteration 8F: 3 clusters Score -857841.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -858194.125000 Penalty: 4381.252930
	Iteration 9F: 3 clusters Score -858194.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -858453.437500 Penalty: 4381.252930
	Iteration 10Q: 3 clusters Score -858453.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -858586.125000 Penalty: 4381.252930
	Iteration 11Q: 3 clusters Score -858586.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -858673.625000 Penalty: 4381.252930
	Iteration 12Q: 3 clusters Score -858673.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -858741.187500 Penalty: 4381.252930
	Iteration 13Q: 3 clusters Score -858741.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -858790.687500 Penalty: 4381.252930
	Iteration 14Q: 3 clusters Score -858790.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -858826.375000 Penalty: 4381.252930
	Iteration 15Q: 3 clusters Score -858826.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -858860.937500 Penalty: 4381.252930
	Iteration 16Q: 3 clusters Score -858860.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -858887.500000 Penalty: 4381.252930
	Iteration 17Q: 3 clusters Score -858887.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -858906.312500 Penalty: 4381.252930
	Iteration 18Q: 3 clusters Score -858906.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -858921.812500 Penalty: 4381.252930
	Iteration 19Q: 3 clusters Score -858921.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -858941.187500 Penalty: 4381.252930
	Iteration 20F: 3 clusters Score -858941.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -858955.875000 Penalty: 4381.252930
	Iteration 21Q: 3 clusters Score -858955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -858960.000000 Penalty: 4381.252930
	Iteration 22Q: 3 clusters Score -858960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -858965.375000 Penalty: 4381.252930
	Iteration 23Q: 3 clusters Score -858965.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -858970.125000 Penalty: 4381.252930
	Iteration 24Q: 3 clusters Score -858970.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -858973.375000 Penalty: 4381.252930
	Iteration 25Q: 3 clusters Score -858973.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -858978.937500 Penalty: 4381.252930
	Iteration 26Q: 3 clusters Score -858978.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -858985.625000 Penalty: 4381.252930
	Iteration 27Q: 3 clusters Score -858985.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -858985.812500 Penalty: 4381.252930
	Iteration 28Q: 3 clusters Score -858985.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -858985.812500 Penalty: 4381.252930
	Iteration 29F: 3 clusters Score -858985.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Entering Unmasked Estep 
Score: -3173333.000000 Penalty: 2524.898926
	Iteration 0F: 2 clusters Score -3173333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3155008.250000 Penalty: 5049.797852
	Iteration 0F: 3 clusters Score -3155008 nChanged 11929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -3161697.500000 Penalty: 5049.797852
	Iteration 1F: 3 clusters Score -3161698 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -3162316.750000 Penalty: 5049.797852
	Iteration 2F: 3 clusters Score -3162317 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -3162934.750000 Penalty: 5049.797852
	Iteration 3F: 3 clusters Score -3162935 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -3163575.500000 Penalty: 5049.797852
	Iteration 4F: 3 clusters Score -3163576 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -3164283.750000 Penalty: 5049.797852
	Iteration 5Q: 3 clusters Score -3164284 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -3165057.250000 Penalty: 5049.797852
	Iteration 6Q: 3 clusters Score -3165057 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -3165839.250000 Penalty: 5049.797852
	Iteration 7Q: 3 clusters Score -3165839 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -3166609.750000 Penalty: 5049.797852
	Iteration 8Q: 3 clusters Score -3166610 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3167236.250000 Penalty: 5049.797852
	Iteration 9Q: 3 clusters Score -3167236 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3167727.750000 Penalty: 5049.797852
	Iteration 10Q: 3 clusters Score -3167728 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -3168065.750000 Penalty: 5049.797852
	Iteration 11Q: 3 clusters Score -3168066 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -3168302.500000 Penalty: 5049.797852
	Iteration 12Q: 3 clusters Score -3168302 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -3168464.750000 Penalty: 5049.797852
	Iteration 13Q: 3 clusters Score -3168465 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -3168546.500000 Penalty: 5049.797852
	Iteration 14Q: 3 clusters Score -3168546 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3168635.000000 Penalty: 5049.797852
	Iteration 15Q: 3 clusters Score -3168635 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -3168716.000000 Penalty: 5049.797852
	Iteration 16Q: 3 clusters Score -3168716 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -3168762.750000 Penalty: 5049.797852
	Iteration 17Q: 3 clusters Score -3168763 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -3168820.000000 Penalty: 5049.797852
	Iteration 18Q: 3 clusters Score -3168820 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3168862.250000 Penalty: 5049.797852
	Iteration 19Q: 3 clusters Score -3168862 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3168910.250000 Penalty: 5049.797852
	Iteration 20F: 3 clusters Score -3168910 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -3168966.750000 Penalty: 5049.797852
	Iteration 21Q: 3 clusters Score -3168967 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -3169035.000000 Penalty: 5049.797852
	Iteration 22Q: 3 clusters Score -3169035 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -3169075.500000 Penalty: 5049.797852
	Iteration 23Q: 3 clusters Score -3169076 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -3169134.750000 Penalty: 5049.797852
	Iteration 24Q: 3 clusters Score -3169135 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -3169180.750000 Penalty: 5049.797852
	Iteration 25Q: 3 clusters Score -3169181 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -3169246.250000 Penalty: 5049.797852
	Iteration 26Q: 3 clusters Score -3169246 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -3169302.000000 Penalty: 5049.797852
	Iteration 27Q: 3 clusters Score -3169302 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3169351.000000 Penalty: 5049.797852
	Iteration 28Q: 3 clusters Score -3169351 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3169430.500000 Penalty: 5049.797852
	Iteration 29Q: 3 clusters Score -3169430 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3169478.250000 Penalty: 5049.797852
	Iteration 30Q: 3 clusters Score -3169478 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -3169528.000000 Penalty: 5049.797852
	Iteration 31Q: 3 clusters Score -3169528 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -3169597.750000 Penalty: 5049.797852
	Iteration 32Q: 3 clusters Score -3169598 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -3169658.250000 Penalty: 5049.797852
	Iteration 33Q: 3 clusters Score -3169658 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3169720.500000 Penalty: 5049.797852
	Iteration 34Q: 3 clusters Score -3169720 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -3169771.500000 Penalty: 5049.797852
	Iteration 35Q: 3 clusters Score -3169772 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3169835.750000 Penalty: 5049.797852
	Iteration 36Q: 3 clusters Score -3169836 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -3169924.500000 Penalty: 5049.797852
	Iteration 37Q: 3 clusters Score -3169924 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3170010.750000 Penalty: 5049.797852
	Iteration 38Q: 3 clusters Score -3170011 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -3170092.500000 Penalty: 5049.797852
	Iteration 39Q: 3 clusters Score -3170092 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -3170205.750000 Penalty: 5049.797852
	Iteration 40F: 3 clusters Score -3170206 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -3170302.500000 Penalty: 5049.797852
	Iteration 41Q: 3 clusters Score -3170302 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3170404.500000 Penalty: 5049.797852
	Iteration 42Q: 3 clusters Score -3170404 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3170479.500000 Penalty: 5049.797852
	Iteration 43Q: 3 clusters Score -3170480 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -3170559.250000 Penalty: 5049.797852
	Iteration 44Q: 3 clusters Score -3170559 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -3170657.000000 Penalty: 5049.797852
	Iteration 45Q: 3 clusters Score -3170657 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -3170753.250000 Penalty: 5049.797852
	Iteration 46Q: 3 clusters Score -3170753 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -3170826.750000 Penalty: 5049.797852
	Iteration 47Q: 3 clusters Score -3170827 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -3170928.750000 Penalty: 5049.797852
	Iteration 48Q: 3 clusters Score -3170929 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3171033.000000 Penalty: 5049.797852
	Iteration 49Q: 3 clusters Score -3171033 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3171139.000000 Penalty: 5049.797852
	Iteration 50Q: 3 clusters Score -3171139 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3171261.000000 Penalty: 5049.797852
	Iteration 51Q: 3 clusters Score -3171261 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3171386.000000 Penalty: 5049.797852
	Iteration 52Q: 3 clusters Score -3171386 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3171486.000000 Penalty: 5049.797852
	Iteration 53Q: 3 clusters Score -3171486 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3171580.000000 Penalty: 5049.797852
	Iteration 54Q: 3 clusters Score -3171580 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3171656.500000 Penalty: 5049.797852
	Iteration 55Q: 3 clusters Score -3171656 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3171714.000000 Penalty: 5049.797852
	Iteration 56Q: 3 clusters Score -3171714 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3171792.750000 Penalty: 5049.797852
	Iteration 57Q: 3 clusters Score -3171793 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3171894.500000 Penalty: 5049.797852
	Iteration 58Q: 3 clusters Score -3171894 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3171976.000000 Penalty: 5049.797852
	Iteration 59Q: 3 clusters Score -3171976 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3172030.000000 Penalty: 5049.797852
	Iteration 60F: 3 clusters Score -3172030 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3172058.250000 Penalty: 5049.797852
	Iteration 61Q: 3 clusters Score -3172058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3172084.250000 Penalty: 5049.797852
	Iteration 62Q: 3 clusters Score -3172084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3172095.250000 Penalty: 5049.797852
	Iteration 63Q: 3 clusters Score -3172095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3172100.250000 Penalty: 5049.797852
	Iteration 64Q: 3 clusters Score -3172100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3172105.000000 Penalty: 5049.797852
	Iteration 65Q: 3 clusters Score -3172105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3172111.250000 Penalty: 5049.797852
	Iteration 66Q: 3 clusters Score -3172111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3172118.000000 Penalty: 5049.797852
	Iteration 67Q: 3 clusters Score -3172118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3172115.750000 Penalty: 5049.797852
	Iteration 68Q: 3 clusters Score -3172116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3172125.250000 Penalty: 5049.797852
	Iteration 69Q: 3 clusters Score -3172125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3172125.750000 Penalty: 5049.797852
	Iteration 70Q: 3 clusters Score -3172126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3172123.000000 Penalty: 5049.797852
	Iteration 71Q: 3 clusters Score -3172123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3172124.750000 Penalty: 5049.797852
	Iteration 72Q: 3 clusters Score -3172125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3172123.500000 Penalty: 5049.797852
	Iteration 73Q: 3 clusters Score -3172124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3172125.500000 Penalty: 5049.797852
	Iteration 74Q: 3 clusters Score -3172126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3172129.000000 Penalty: 5049.797852
	Iteration 75Q: 3 clusters Score -3172129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3172128.750000 Penalty: 5049.797852
	Iteration 76Q: 3 clusters Score -3172129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3172126.500000 Penalty: 5049.797852
	Iteration 77Q: 3 clusters Score -3172126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3172126.500000 Penalty: 5049.797852
	Iteration 78Q: 3 clusters Score -3172126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3172127.750000 Penalty: 5049.797852
	Iteration 79Q: 3 clusters Score -3172128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3172130.500000 Penalty: 5049.797852
	Iteration 80F: 3 clusters Score -3172130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3172128.750000 Penalty: 5049.797852
	Iteration 81Q: 3 clusters Score -3172129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3172128.250000 Penalty: 5049.797852
	Iteration 82Q: 3 clusters Score -3172128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3172132.000000 Penalty: 5049.797852
	Iteration 83Q: 3 clusters Score -3172132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3172132.000000 Penalty: 5049.797852
	Iteration 84F: 3 clusters Score -3172132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Entering Unmasked Estep 
Score: -4263350.000000 Penalty: 2588.534424
	Iteration 0F: 2 clusters Score -4263350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -4240046.500000 Penalty: 5177.068848
	Iteration 0F: 3 clusters Score -4240046 nChanged 15511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -4248809.500000 Penalty: 5177.068848
	Iteration 1F: 3 clusters Score -4248810 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -4249754.500000 Penalty: 5177.068848
	Iteration 2F: 3 clusters Score -4249754 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -4250985.500000 Penalty: 5177.068848
	Iteration 3F: 3 clusters Score -4250986 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -4252417.000000 Penalty: 5177.068848
	Iteration 4F: 3 clusters Score -4252417 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -4253857.500000 Penalty: 5177.068848
	Iteration 5F: 3 clusters Score -4253858 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -4255008.000000 Penalty: 5177.068848
	Iteration 6F: 3 clusters Score -4255008 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -4255764.500000 Penalty: 5177.068848
	Iteration 7F: 3 clusters Score -4255764 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -4256246.500000 Penalty: 5177.068848
	Iteration 8Q: 3 clusters Score -4256246 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -4256505.000000 Penalty: 5177.068848
	Iteration 9Q: 3 clusters Score -4256505 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -4256693.500000 Penalty: 5177.068848
	Iteration 10Q: 3 clusters Score -4256694 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -4256831.000000 Penalty: 5177.068848
	Iteration 11Q: 3 clusters Score -4256831 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -4256945.000000 Penalty: 5177.068848
	Iteration 12Q: 3 clusters Score -4256945 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -4257069.000000 Penalty: 5177.068848
	Iteration 13Q: 3 clusters Score -4257069 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -4257212.500000 Penalty: 5177.068848
	Iteration 14Q: 3 clusters Score -4257212 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -4257357.000000 Penalty: 5177.068848
	Iteration 15Q: 3 clusters Score -4257357 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -4257529.000000 Penalty: 5177.068848
	Iteration 16Q: 3 clusters Score -4257529 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -4257726.000000 Penalty: 5177.068848
	Iteration 17Q: 3 clusters Score -4257726 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -4257960.500000 Penalty: 5177.068848
	Iteration 18Q: 3 clusters Score -4257960 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -4258267.500000 Penalty: 5177.068848
	Iteration 19Q: 3 clusters Score -4258268 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -4258613.000000 Penalty: 5177.068848
	Iteration 20F: 3 clusters Score -4258613 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -4258982.500000 Penalty: 5177.068848
	Iteration 21Q: 3 clusters Score -4258982 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -4259371.500000 Penalty: 5177.068848
	Iteration 22Q: 3 clusters Score -4259372 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -4259706.500000 Penalty: 5177.068848
	Iteration 23Q: 3 clusters Score -4259706 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -4260161.000000 Penalty: 5177.068848
	Iteration 24Q: 3 clusters Score -4260161 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -4260561.500000 Penalty: 5177.068848
	Iteration 25Q: 3 clusters Score -4260562 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -4260936.500000 Penalty: 5177.068848
	Iteration 26Q: 3 clusters Score -4260936 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -4261203.000000 Penalty: 5177.068848
	Iteration 27Q: 3 clusters Score -4261203 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -4261376.500000 Penalty: 5177.068848
	Iteration 28Q: 3 clusters Score -4261376 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -4261527.000000 Penalty: 5177.068848
	Iteration 29Q: 3 clusters Score -4261527 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4261619.500000 Penalty: 5177.068848
	Iteration 30Q: 3 clusters Score -4261620 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4261727.500000 Penalty: 5177.068848
	Iteration 31Q: 3 clusters Score -4261728 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4261789.000000 Penalty: 5177.068848
	Iteration 32Q: 3 clusters Score -4261789 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4261858.000000 Penalty: 5177.068848
	Iteration 33Q: 3 clusters Score -4261858 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4261927.000000 Penalty: 5177.068848
	Iteration 34Q: 3 clusters Score -4261927 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -4261992.500000 Penalty: 5177.068848
	Iteration 35Q: 3 clusters Score -4261992 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4262053.500000 Penalty: 5177.068848
	Iteration 36Q: 3 clusters Score -4262054 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4262175.500000 Penalty: 5177.068848
	Iteration 37Q: 3 clusters Score -4262176 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4262339.500000 Penalty: 5177.068848
	Iteration 38Q: 3 clusters Score -4262340 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4262469.000000 Penalty: 5177.068848
	Iteration 39Q: 3 clusters Score -4262469 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4262516.500000 Penalty: 5177.068848
	Iteration 40F: 3 clusters Score -4262516 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4262544.000000 Penalty: 5177.068848
	Iteration 41Q: 3 clusters Score -4262544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4262555.500000 Penalty: 5177.068848
	Iteration 42Q: 3 clusters Score -4262556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4262564.500000 Penalty: 5177.068848
	Iteration 43Q: 3 clusters Score -4262564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4262569.500000 Penalty: 5177.068848
	Iteration 44Q: 3 clusters Score -4262570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4262570.000000 Penalty: 5177.068848
	Iteration 45Q: 3 clusters Score -4262570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4262573.000000 Penalty: 5177.068848
	Iteration 46Q: 3 clusters Score -4262573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4262572.000000 Penalty: 5177.068848
	Iteration 47Q: 3 clusters Score -4262572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4262572.000000 Penalty: 5177.068848
	Iteration 48Q: 3 clusters Score -4262572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -4262577.500000 Penalty: 5177.068848
	Iteration 49Q: 3 clusters Score -4262578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -4262575.500000 Penalty: 5177.068848
	Iteration 50Q: 3 clusters Score -4262576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4262579.500000 Penalty: 5177.068848
	Iteration 51Q: 3 clusters Score -4262580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -4262577.000000 Penalty: 5177.068848
	Iteration 52Q: 3 clusters Score -4262577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4262575.500000 Penalty: 5177.068848
	Iteration 53Q: 3 clusters Score -4262576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4262575.500000 Penalty: 5177.068848
	Iteration 54F: 3 clusters Score -4262576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Entering Unmasked Estep 
Score: -951119.437500 Penalty: 2201.383057
	Iteration 0F: 2 clusters Score -951119.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -945282.750000 Penalty: 4402.766113
	Iteration 0F: 3 clusters Score -945282.8 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -946739.625000 Penalty: 4402.766113
	Iteration 1F: 3 clusters Score -946739.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -946976.750000 Penalty: 4402.766113
	Iteration 2F: 3 clusters Score -946976.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -947131.750000 Penalty: 4402.766113
	Iteration 3Q: 3 clusters Score -947131.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -947240.687500 Penalty: 4402.766113
	Iteration 4Q: 3 clusters Score -947240.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -947315.000000 Penalty: 4402.766113
	Iteration 5Q: 3 clusters Score -947315 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -947380.875000 Penalty: 4402.766113
	Iteration 6Q: 3 clusters Score -947380.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -947442.375000 Penalty: 4402.766113
	Iteration 7Q: 3 clusters Score -947442.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -947502.250000 Penalty: 4402.766113
	Iteration 8Q: 3 clusters Score -947502.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -947554.875000 Penalty: 4402.766113
	Iteration 9Q: 3 clusters Score -947554.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -947607.312500 Penalty: 4402.766113
	Iteration 10Q: 3 clusters Score -947607.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -947655.187500 Penalty: 4402.766113
	Iteration 11Q: 3 clusters Score -947655.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -947707.312500 Penalty: 4402.766113
	Iteration 12Q: 3 clusters Score -947707.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -947765.875000 Penalty: 4402.766113
	Iteration 13Q: 3 clusters Score -947765.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -947845.187500 Penalty: 4402.766113
	Iteration 14Q: 3 clusters Score -947845.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -947944.687500 Penalty: 4402.766113
	Iteration 15Q: 3 clusters Score -947944.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -948047.937500 Penalty: 4402.766113
	Iteration 16Q: 3 clusters Score -948047.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -948156.937500 Penalty: 4402.766113
	Iteration 17Q: 3 clusters Score -948156.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -948285.500000 Penalty: 4402.766113
	Iteration 18Q: 3 clusters Score -948285.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -948434.187500 Penalty: 4402.766113
	Iteration 19Q: 3 clusters Score -948434.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -948587.000000 Penalty: 4402.766113
	Iteration 20F: 3 clusters Score -948587 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -948744.625000 Penalty: 4402.766113
	Iteration 21Q: 3 clusters Score -948744.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -948867.562500 Penalty: 4402.766113
	Iteration 22Q: 3 clusters Score -948867.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -948974.312500 Penalty: 4402.766113
	Iteration 23Q: 3 clusters Score -948974.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -949058.437500 Penalty: 4402.766113
	Iteration 24Q: 3 clusters Score -949058.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -949123.000000 Penalty: 4402.766113
	Iteration 25Q: 3 clusters Score -949123 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -949173.375000 Penalty: 4402.766113
	Iteration 26Q: 3 clusters Score -949173.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -949213.062500 Penalty: 4402.766113
	Iteration 27Q: 3 clusters Score -949213.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -949237.250000 Penalty: 4402.766113
	Iteration 28Q: 3 clusters Score -949237.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -949254.500000 Penalty: 4402.766113
	Iteration 29Q: 3 clusters Score -949254.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -949265.687500 Penalty: 4402.766113
	Iteration 30Q: 3 clusters Score -949265.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -949274.687500 Penalty: 4402.766113
	Iteration 31Q: 3 clusters Score -949274.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -949291.312500 Penalty: 4402.766113
	Iteration 32Q: 3 clusters Score -949291.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -949306.000000 Penalty: 4402.766113
	Iteration 33Q: 3 clusters Score -949306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -949310.000000 Penalty: 4402.766113
	Iteration 34Q: 3 clusters Score -949310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -949314.437500 Penalty: 4402.766113
	Iteration 35Q: 3 clusters Score -949314.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -949315.187500 Penalty: 4402.766113
	Iteration 36Q: 3 clusters Score -949315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -949316.187500 Penalty: 4402.766113
	Iteration 37Q: 3 clusters Score -949316.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -949316.750000 Penalty: 4402.766113
	Iteration 38Q: 3 clusters Score -949316.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -949317.375000 Penalty: 4402.766113
	Iteration 39Q: 3 clusters Score -949317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -949319.875000 Penalty: 4402.766113
	Iteration 40F: 3 clusters Score -949319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -949319.125000 Penalty: 4402.766113
	Iteration 41Q: 3 clusters Score -949319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -949320.187500 Penalty: 4402.766113
	Iteration 42Q: 3 clusters Score -949320.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -949318.500000 Penalty: 4402.766113
	Iteration 43Q: 3 clusters Score -949318.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -949318.500000 Penalty: 4402.766113
	Iteration 44F: 3 clusters Score -949318.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (59889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Entering Unmasked Estep 
Score: -7663563.000000 Penalty: 2728.061523
	Iteration 0F: 2 clusters Score -7663563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -7623304.000000 Penalty: 5456.123047
	Iteration 0F: 3 clusters Score -7623304 nChanged 27935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -7638956.500000 Penalty: 5456.123047
	Iteration 1F: 3 clusters Score -7638956 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -7639405.000000 Penalty: 5456.123047
	Iteration 2Q: 3 clusters Score -7639405 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -7639846.500000 Penalty: 5456.123047
	Iteration 3Q: 3 clusters Score -7639846 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -7640228.000000 Penalty: 5456.123047
	Iteration 4Q: 3 clusters Score -7640228 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -7640640.500000 Penalty: 5456.123047
	Iteration 5Q: 3 clusters Score -7640640 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -7641192.500000 Penalty: 5456.123047
	Iteration 6Q: 3 clusters Score -7641192 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -7641854.000000 Penalty: 5456.123047
	Iteration 7Q: 3 clusters Score -7641854 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -7643015.500000 Penalty: 5456.123047
	Iteration 8Q: 3 clusters Score -7643016 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -7644839.000000 Penalty: 5456.123047
	Iteration 9F: 3 clusters Score -7644839 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -7647814.000000 Penalty: 5456.123047
	Iteration 10F: 3 clusters Score -7647814 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -7651836.000000 Penalty: 5456.123047
	Iteration 11F: 3 clusters Score -7651836 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -7655839.000000 Penalty: 5456.123047
	Iteration 12F: 3 clusters Score -7655839 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -7658649.500000 Penalty: 5456.123047
	Iteration 13Q: 3 clusters Score -7658650 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -7660065.000000 Penalty: 5456.123047
	Iteration 14Q: 3 clusters Score -7660065 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7660785.500000 Penalty: 5456.123047
	Iteration 15Q: 3 clusters Score -7660786 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7661012.500000 Penalty: 5456.123047
	Iteration 16Q: 3 clusters Score -7661012 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7661125.000000 Penalty: 5456.123047
	Iteration 17Q: 3 clusters Score -7661125 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7661181.000000 Penalty: 5456.123047
	Iteration 18Q: 3 clusters Score -7661181 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7661249.500000 Penalty: 5456.123047
	Iteration 19Q: 3 clusters Score -7661250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7661269.500000 Penalty: 5456.123047
	Iteration 20F: 3 clusters Score -7661270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59074 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7661291.500000 Penalty: 5456.123047
	Iteration 21Q: 3 clusters Score -7661292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7661314.000000 Penalty: 5456.123047
	Iteration 22Q: 3 clusters Score -7661314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7661327.500000 Penalty: 5456.123047
	Iteration 23Q: 3 clusters Score -7661328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59122 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7661331.000000 Penalty: 5456.123047
	Iteration 24Q: 3 clusters Score -7661331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59121 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7661332.500000 Penalty: 5456.123047
	Iteration 25Q: 3 clusters Score -7661332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7661335.000000 Penalty: 5456.123047
	Iteration 26Q: 3 clusters Score -7661335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7661339.500000 Penalty: 5456.123047
	Iteration 27Q: 3 clusters Score -7661340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59117 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7661337.500000 Penalty: 5456.123047
	Iteration 28Q: 3 clusters Score -7661338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59117 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7661337.500000 Penalty: 5456.123047
	Iteration 29F: 3 clusters Score -7661338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Entering Unmasked Estep 
Score: -297109.843750 Penalty: 1925.334717
	Iteration 0F: 2 clusters Score -297109.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -294265.875000 Penalty: 3850.669434
	Iteration 0F: 3 clusters Score -294265.9 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -294849.875000 Penalty: 3850.669434
	Iteration 1F: 3 clusters Score -294849.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -295031.031250 Penalty: 3850.669434
	Iteration 2F: 3 clusters Score -295031 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -295137.875000 Penalty: 3850.669434
	Iteration 3F: 3 clusters Score -295137.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -295211.531250 Penalty: 3850.669434
	Iteration 4Q: 3 clusters Score -295211.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -295255.718750 Penalty: 3850.669434
	Iteration 5Q: 3 clusters Score -295255.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -295294.000000 Penalty: 3850.669434
	Iteration 6Q: 3 clusters Score -295294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -295324.531250 Penalty: 3850.669434
	Iteration 7Q: 3 clusters Score -295324.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -295344.343750 Penalty: 3850.669434
	Iteration 8Q: 3 clusters Score -295344.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -295353.281250 Penalty: 3850.669434
	Iteration 9Q: 3 clusters Score -295353.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -295364.000000 Penalty: 3850.669434
	Iteration 10Q: 3 clusters Score -295364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -295370.093750 Penalty: 3850.669434
	Iteration 11Q: 3 clusters Score -295370.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -295376.843750 Penalty: 3850.669434
	Iteration 12Q: 3 clusters Score -295376.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -295387.906250 Penalty: 3850.669434
	Iteration 13Q: 3 clusters Score -295387.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -295393.687500 Penalty: 3850.669434
	Iteration 14Q: 3 clusters Score -295393.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -295402.312500 Penalty: 3850.669434
	Iteration 15Q: 3 clusters Score -295402.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -295412.718750 Penalty: 3850.669434
	Iteration 16Q: 3 clusters Score -295412.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -295423.093750 Penalty: 3850.669434
	Iteration 17Q: 3 clusters Score -295423.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -295434.375000 Penalty: 3850.669434
	Iteration 18Q: 3 clusters Score -295434.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -295447.781250 Penalty: 3850.669434
	Iteration 19Q: 3 clusters Score -295447.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -295463.656250 Penalty: 3850.669434
	Iteration 20F: 3 clusters Score -295463.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -295472.406250 Penalty: 3850.669434
	Iteration 21Q: 3 clusters Score -295472.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -295484.343750 Penalty: 3850.669434
	Iteration 22Q: 3 clusters Score -295484.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -295491.687500 Penalty: 3850.669434
	Iteration 23Q: 3 clusters Score -295491.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -295497.593750 Penalty: 3850.669434
	Iteration 24Q: 3 clusters Score -295497.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -295500.218750 Penalty: 3850.669434
	Iteration 25Q: 3 clusters Score -295500.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -295503.593750 Penalty: 3850.669434
	Iteration 26Q: 3 clusters Score -295503.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -295506.593750 Penalty: 3850.669434
	Iteration 27Q: 3 clusters Score -295506.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -295507.125000 Penalty: 3850.669434
	Iteration 28Q: 3 clusters Score -295507.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -295508.375000 Penalty: 3850.669434
	Iteration 29Q: 3 clusters Score -295508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -295509.906250 Penalty: 3850.669434
	Iteration 30Q: 3 clusters Score -295509.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -295510.625000 Penalty: 3850.669434
	Iteration 31Q: 3 clusters Score -295510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -295510.437500 Penalty: 3850.669434
	Iteration 32Q: 3 clusters Score -295510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -295510.437500 Penalty: 3850.669434
	Iteration 33F: 3 clusters Score -295510.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Entering Unmasked Estep 
Score: -1564946.125000 Penalty: 2341.420898
	Iteration 0F: 2 clusters Score -1564946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1555551.750000 Penalty: 4682.841797
	Iteration 0F: 3 clusters Score -1555552 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1558506.500000 Penalty: 4682.841797
	Iteration 1F: 3 clusters Score -1558506 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1558993.750000 Penalty: 4682.841797
	Iteration 2F: 3 clusters Score -1558994 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1559457.375000 Penalty: 4682.841797
	Iteration 3F: 3 clusters Score -1559457 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1559864.125000 Penalty: 4682.841797
	Iteration 4F: 3 clusters Score -1559864 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1560209.000000 Penalty: 4682.841797
	Iteration 5F: 3 clusters Score -1560209 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1560510.375000 Penalty: 4682.841797
	Iteration 6Q: 3 clusters Score -1560510 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1560757.125000 Penalty: 4682.841797
	Iteration 7Q: 3 clusters Score -1560757 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1560946.375000 Penalty: 4682.841797
	Iteration 8Q: 3 clusters Score -1560946 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1561073.375000 Penalty: 4682.841797
	Iteration 9Q: 3 clusters Score -1561073 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1561182.750000 Penalty: 4682.841797
	Iteration 10Q: 3 clusters Score -1561183 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1561269.250000 Penalty: 4682.841797
	Iteration 11Q: 3 clusters Score -1561269 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1561338.375000 Penalty: 4682.841797
	Iteration 12Q: 3 clusters Score -1561338 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1561396.750000 Penalty: 4682.841797
	Iteration 13Q: 3 clusters Score -1561397 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1561450.000000 Penalty: 4682.841797
	Iteration 14Q: 3 clusters Score -1561450 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1561497.000000 Penalty: 4682.841797
	Iteration 15Q: 3 clusters Score -1561497 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1561530.375000 Penalty: 4682.841797
	Iteration 16Q: 3 clusters Score -1561530 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1561578.625000 Penalty: 4682.841797
	Iteration 17Q: 3 clusters Score -1561579 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1561608.250000 Penalty: 4682.841797
	Iteration 18Q: 3 clusters Score -1561608 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1561653.250000 Penalty: 4682.841797
	Iteration 19Q: 3 clusters Score -1561653 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1561703.750000 Penalty: 4682.841797
	Iteration 20F: 3 clusters Score -1561704 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1561751.625000 Penalty: 4682.841797
	Iteration 21Q: 3 clusters Score -1561752 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1561797.500000 Penalty: 4682.841797
	Iteration 22Q: 3 clusters Score -1561798 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1561847.250000 Penalty: 4682.841797
	Iteration 23Q: 3 clusters Score -1561847 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1561908.750000 Penalty: 4682.841797
	Iteration 24Q: 3 clusters Score -1561909 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1561972.250000 Penalty: 4682.841797
	Iteration 25Q: 3 clusters Score -1561972 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1562046.375000 Penalty: 4682.841797
	Iteration 26Q: 3 clusters Score -1562046 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1562121.250000 Penalty: 4682.841797
	Iteration 27Q: 3 clusters Score -1562121 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1562199.250000 Penalty: 4682.841797
	Iteration 28Q: 3 clusters Score -1562199 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1562270.375000 Penalty: 4682.841797
	Iteration 29Q: 3 clusters Score -1562270 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1562322.625000 Penalty: 4682.841797
	Iteration 30Q: 3 clusters Score -1562323 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1562367.375000 Penalty: 4682.841797
	Iteration 31Q: 3 clusters Score -1562367 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1562404.500000 Penalty: 4682.841797
	Iteration 32Q: 3 clusters Score -1562404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1562432.250000 Penalty: 4682.841797
	Iteration 33Q: 3 clusters Score -1562432 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1562463.250000 Penalty: 4682.841797
	Iteration 34Q: 3 clusters Score -1562463 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1562486.625000 Penalty: 4682.841797
	Iteration 35Q: 3 clusters Score -1562487 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1562514.375000 Penalty: 4682.841797
	Iteration 36Q: 3 clusters Score -1562514 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1562543.500000 Penalty: 4682.841797
	Iteration 37Q: 3 clusters Score -1562544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1562561.375000 Penalty: 4682.841797
	Iteration 38Q: 3 clusters Score -1562561 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1562587.875000 Penalty: 4682.841797
	Iteration 39Q: 3 clusters Score -1562588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1562612.500000 Penalty: 4682.841797
	Iteration 40F: 3 clusters Score -1562612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1562641.000000 Penalty: 4682.841797
	Iteration 41Q: 3 clusters Score -1562641 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1562669.500000 Penalty: 4682.841797
	Iteration 42Q: 3 clusters Score -1562670 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1562700.375000 Penalty: 4682.841797
	Iteration 43Q: 3 clusters Score -1562700 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1562728.875000 Penalty: 4682.841797
	Iteration 44Q: 3 clusters Score -1562729 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1562760.125000 Penalty: 4682.841797
	Iteration 45Q: 3 clusters Score -1562760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1562781.125000 Penalty: 4682.841797
	Iteration 46Q: 3 clusters Score -1562781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1562789.500000 Penalty: 4682.841797
	Iteration 47Q: 3 clusters Score -1562790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1562800.250000 Penalty: 4682.841797
	Iteration 48Q: 3 clusters Score -1562800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1562813.000000 Penalty: 4682.841797
	Iteration 49Q: 3 clusters Score -1562813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1562819.625000 Penalty: 4682.841797
	Iteration 50Q: 3 clusters Score -1562820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1562824.000000 Penalty: 4682.841797
	Iteration 51Q: 3 clusters Score -1562824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1562832.500000 Penalty: 4682.841797
	Iteration 52Q: 3 clusters Score -1562832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1562841.125000 Penalty: 4682.841797
	Iteration 53Q: 3 clusters Score -1562841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1562848.125000 Penalty: 4682.841797
	Iteration 54Q: 3 clusters Score -1562848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1562855.125000 Penalty: 4682.841797
	Iteration 55Q: 3 clusters Score -1562855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1562852.625000 Penalty: 4682.841797
	Iteration 56Q: 3 clusters Score -1562853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1562851.000000 Penalty: 4682.841797
	Iteration 57Q: 3 clusters Score -1562851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1562853.500000 Penalty: 4682.841797
	Iteration 58Q: 3 clusters Score -1562854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1562853.500000 Penalty: 4682.841797
	Iteration 59F: 3 clusters Score -1562854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Entering Unmasked Estep 
Score: -5405889.000000 Penalty: 2637.190918
	Iteration 0F: 2 clusters Score -5405889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -5377537.000000 Penalty: 5274.381836
	Iteration 0F: 3 clusters Score -5377537 nChanged 19121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -5388017.500000 Penalty: 5274.381836
	Iteration 1F: 3 clusters Score -5388018 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -5388501.000000 Penalty: 5274.381836
	Iteration 2Q: 3 clusters Score -5388501 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -5389024.500000 Penalty: 5274.381836
	Iteration 3Q: 3 clusters Score -5389024 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -5389638.500000 Penalty: 5274.381836
	Iteration 4Q: 3 clusters Score -5389638 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -5390487.000000 Penalty: 5274.381836
	Iteration 5Q: 3 clusters Score -5390487 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -5391694.000000 Penalty: 5274.381836
	Iteration 6F: 3 clusters Score -5391694 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -5393361.000000 Penalty: 5274.381836
	Iteration 7F: 3 clusters Score -5393361 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -5395447.000000 Penalty: 5274.381836
	Iteration 8F: 3 clusters Score -5395447 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -5397712.000000 Penalty: 5274.381836
	Iteration 9F: 3 clusters Score -5397712 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -5399589.000000 Penalty: 5274.381836
	Iteration 10F: 3 clusters Score -5399589 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -5400879.000000 Penalty: 5274.381836
	Iteration 11Q: 3 clusters Score -5400879 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -5401689.000000 Penalty: 5274.381836
	Iteration 12Q: 3 clusters Score -5401689 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -5402162.000000 Penalty: 5274.381836
	Iteration 13Q: 3 clusters Score -5402162 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -5402444.000000 Penalty: 5274.381836
	Iteration 14Q: 3 clusters Score -5402444 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -5402630.500000 Penalty: 5274.381836
	Iteration 15Q: 3 clusters Score -5402630 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -5402764.500000 Penalty: 5274.381836
	Iteration 16Q: 3 clusters Score -5402764 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -5402861.500000 Penalty: 5274.381836
	Iteration 17Q: 3 clusters Score -5402862 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -5402977.000000 Penalty: 5274.381836
	Iteration 18Q: 3 clusters Score -5402977 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -5403019.500000 Penalty: 5274.381836
	Iteration 19Q: 3 clusters Score -5403020 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -5403084.500000 Penalty: 5274.381836
	Iteration 20F: 3 clusters Score -5403084 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -5403160.500000 Penalty: 5274.381836
	Iteration 21Q: 3 clusters Score -5403160 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5403218.000000 Penalty: 5274.381836
	Iteration 22Q: 3 clusters Score -5403218 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5403272.500000 Penalty: 5274.381836
	Iteration 23Q: 3 clusters Score -5403272 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5403325.000000 Penalty: 5274.381836
	Iteration 24Q: 3 clusters Score -5403325 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5403374.500000 Penalty: 5274.381836
	Iteration 25Q: 3 clusters Score -5403374 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5403409.500000 Penalty: 5274.381836
	Iteration 26Q: 3 clusters Score -5403410 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5403446.000000 Penalty: 5274.381836
	Iteration 27Q: 3 clusters Score -5403446 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5403498.000000 Penalty: 5274.381836
	Iteration 28Q: 3 clusters Score -5403498 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5403519.500000 Penalty: 5274.381836
	Iteration 29Q: 3 clusters Score -5403520 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5403528.000000 Penalty: 5274.381836
	Iteration 30Q: 3 clusters Score -5403528 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5403539.000000 Penalty: 5274.381836
	Iteration 31Q: 3 clusters Score -5403539 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5403558.000000 Penalty: 5274.381836
	Iteration 32Q: 3 clusters Score -5403558 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5403585.500000 Penalty: 5274.381836
	Iteration 33Q: 3 clusters Score -5403586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5403601.000000 Penalty: 5274.381836
	Iteration 34Q: 3 clusters Score -5403601 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5403624.500000 Penalty: 5274.381836
	Iteration 35Q: 3 clusters Score -5403624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5403654.000000 Penalty: 5274.381836
	Iteration 36Q: 3 clusters Score -5403654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5403660.000000 Penalty: 5274.381836
	Iteration 37Q: 3 clusters Score -5403660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5403675.000000 Penalty: 5274.381836
	Iteration 38Q: 3 clusters Score -5403675 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5403668.000000 Penalty: 5274.381836
	Iteration 39Q: 3 clusters Score -5403668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5403695.000000 Penalty: 5274.381836
	Iteration 40F: 3 clusters Score -5403695 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5403715.500000 Penalty: 5274.381836
	Iteration 41Q: 3 clusters Score -5403716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5403722.500000 Penalty: 5274.381836
	Iteration 42Q: 3 clusters Score -5403722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5403738.500000 Penalty: 5274.381836
	Iteration 43Q: 3 clusters Score -5403738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5403737.500000 Penalty: 5274.381836
	Iteration 44Q: 3 clusters Score -5403738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5403741.000000 Penalty: 5274.381836
	Iteration 45Q: 3 clusters Score -5403741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5403749.000000 Penalty: 5274.381836
	Iteration 46Q: 3 clusters Score -5403749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5403753.500000 Penalty: 5274.381836
	Iteration 47Q: 3 clusters Score -5403754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5403757.000000 Penalty: 5274.381836
	Iteration 48Q: 3 clusters Score -5403757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5403761.000000 Penalty: 5274.381836
	Iteration 49Q: 3 clusters Score -5403761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5403764.500000 Penalty: 5274.381836
	Iteration 50Q: 3 clusters Score -5403764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5403764.500000 Penalty: 5274.381836
	Iteration 51Q: 3 clusters Score -5403764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5403764.500000 Penalty: 5274.381836
	Iteration 52F: 3 clusters Score -5403764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -47296.886719 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -47296.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45933.828125 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -45933.83 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46210.476562 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -46210.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46330.605469 Penalty: 3030.186768
	Iteration 2F: 3 clusters Score -46330.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46448.882812 Penalty: 3030.186768
	Iteration 3Q: 3 clusters Score -46448.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46534.726562 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -46534.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46594.230469 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -46594.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46611.187500 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -46611.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46617.726562 Penalty: 3030.186768
	Iteration 7Q: 3 clusters Score -46617.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46617.726562 Penalty: 3030.186768
	Iteration 8F: 3 clusters Score -46617.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -285574.343750 Penalty: 1914.894531
	Iteration 0F: 2 clusters Score -285574.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -282781.031250 Penalty: 3829.789062
	Iteration 0F: 3 clusters Score -282781 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -283297.937500 Penalty: 3829.789062
	Iteration 1F: 3 clusters Score -283297.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -283431.781250 Penalty: 3829.789062
	Iteration 2F: 3 clusters Score -283431.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -283497.156250 Penalty: 3829.789062
	Iteration 3Q: 3 clusters Score -283497.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -283520.937500 Penalty: 3829.789062
	Iteration 4Q: 3 clusters Score -283520.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -283539.468750 Penalty: 3829.789062
	Iteration 5Q: 3 clusters Score -283539.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -283549.593750 Penalty: 3829.789062
	Iteration 6Q: 3 clusters Score -283549.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -283559.125000 Penalty: 3829.789062
	Iteration 7Q: 3 clusters Score -283559.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -283568.218750 Penalty: 3829.789062
	Iteration 8Q: 3 clusters Score -283568.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -283578.312500 Penalty: 3829.789062
	Iteration 9Q: 3 clusters Score -283578.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -283587.187500 Penalty: 3829.789062
	Iteration 10Q: 3 clusters Score -283587.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -283595.875000 Penalty: 3829.789062
	Iteration 11Q: 3 clusters Score -283595.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -283603.437500 Penalty: 3829.789062
	Iteration 12Q: 3 clusters Score -283603.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -283609.843750 Penalty: 3829.789062
	Iteration 13Q: 3 clusters Score -283609.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -283614.062500 Penalty: 3829.789062
	Iteration 14Q: 3 clusters Score -283614.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -283616.812500 Penalty: 3829.789062
	Iteration 15Q: 3 clusters Score -283616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -283618.187500 Penalty: 3829.789062
	Iteration 16Q: 3 clusters Score -283618.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -283618.187500 Penalty: 3829.789062
	Iteration 17F: 3 clusters Score -283618.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Entering Unmasked Estep 
Score: -2303285.500000 Penalty: 2421.214111
	Iteration 0F: 2 clusters Score -2303286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2290876.000000 Penalty: 4842.428223
	Iteration 0F: 3 clusters Score -2290876 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2294873.250000 Penalty: 4842.428223
	Iteration 1F: 3 clusters Score -2294873 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2295272.500000 Penalty: 4842.428223
	Iteration 2F: 3 clusters Score -2295272 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2295644.750000 Penalty: 4842.428223
	Iteration 3F: 3 clusters Score -2295645 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2296070.000000 Penalty: 4842.428223
	Iteration 4Q: 3 clusters Score -2296070 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2296551.250000 Penalty: 4842.428223
	Iteration 5F: 3 clusters Score -2296551 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2297111.000000 Penalty: 4842.428223
	Iteration 6F: 3 clusters Score -2297111 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2297802.250000 Penalty: 4842.428223
	Iteration 7F: 3 clusters Score -2297802 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2298522.250000 Penalty: 4842.428223
	Iteration 8F: 3 clusters Score -2298522 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2299248.750000 Penalty: 4842.428223
	Iteration 9F: 3 clusters Score -2299249 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2299840.250000 Penalty: 4842.428223
	Iteration 10Q: 3 clusters Score -2299840 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2300264.250000 Penalty: 4842.428223
	Iteration 11Q: 3 clusters Score -2300264 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2300564.250000 Penalty: 4842.428223
	Iteration 12Q: 3 clusters Score -2300564 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2300758.250000 Penalty: 4842.428223
	Iteration 13Q: 3 clusters Score -2300758 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2300846.250000 Penalty: 4842.428223
	Iteration 14Q: 3 clusters Score -2300846 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2300933.500000 Penalty: 4842.428223
	Iteration 15Q: 3 clusters Score -2300934 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2300988.250000 Penalty: 4842.428223
	Iteration 16Q: 3 clusters Score -2300988 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2301027.500000 Penalty: 4842.428223
	Iteration 17Q: 3 clusters Score -2301028 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2301058.000000 Penalty: 4842.428223
	Iteration 18Q: 3 clusters Score -2301058 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2301100.750000 Penalty: 4842.428223
	Iteration 19Q: 3 clusters Score -2301101 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2301135.500000 Penalty: 4842.428223
	Iteration 20F: 3 clusters Score -2301136 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2301150.250000 Penalty: 4842.428223
	Iteration 21Q: 3 clusters Score -2301150 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2301175.000000 Penalty: 4842.428223
	Iteration 22Q: 3 clusters Score -2301175 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2301184.000000 Penalty: 4842.428223
	Iteration 23Q: 3 clusters Score -2301184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2301197.250000 Penalty: 4842.428223
	Iteration 24Q: 3 clusters Score -2301197 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2301212.250000 Penalty: 4842.428223
	Iteration 25Q: 3 clusters Score -2301212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2301229.000000 Penalty: 4842.428223
	Iteration 26Q: 3 clusters Score -2301229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2301243.000000 Penalty: 4842.428223
	Iteration 27Q: 3 clusters Score -2301243 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2301250.000000 Penalty: 4842.428223
	Iteration 28Q: 3 clusters Score -2301250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2301269.500000 Penalty: 4842.428223
	Iteration 29Q: 3 clusters Score -2301270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2301280.000000 Penalty: 4842.428223
	Iteration 30Q: 3 clusters Score -2301280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2301282.750000 Penalty: 4842.428223
	Iteration 31Q: 3 clusters Score -2301283 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2301301.250000 Penalty: 4842.428223
	Iteration 32Q: 3 clusters Score -2301301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2301309.000000 Penalty: 4842.428223
	Iteration 33Q: 3 clusters Score -2301309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2301315.250000 Penalty: 4842.428223
	Iteration 34Q: 3 clusters Score -2301315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2301324.500000 Penalty: 4842.428223
	Iteration 35Q: 3 clusters Score -2301324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2301327.750000 Penalty: 4842.428223
	Iteration 36Q: 3 clusters Score -2301328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2301323.750000 Penalty: 4842.428223
	Iteration 37Q: 3 clusters Score -2301324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2301325.500000 Penalty: 4842.428223
	Iteration 38Q: 3 clusters Score -2301326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2301327.500000 Penalty: 4842.428223
	Iteration 39Q: 3 clusters Score -2301328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2301328.000000 Penalty: 4842.428223
	Iteration 40F: 3 clusters Score -2301328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2301328.500000 Penalty: 4842.428223
	Iteration 41Q: 3 clusters Score -2301328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2301327.250000 Penalty: 4842.428223
	Iteration 42Q: 3 clusters Score -2301327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2301327.250000 Penalty: 4842.428223
	Iteration 43Q: 3 clusters Score -2301327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2301330.000000 Penalty: 4842.428223
	Iteration 44Q: 3 clusters Score -2301330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2301329.250000 Penalty: 4842.428223
	Iteration 45Q: 3 clusters Score -2301329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2301332.250000 Penalty: 4842.428223
	Iteration 46Q: 3 clusters Score -2301332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2301333.750000 Penalty: 4842.428223
	Iteration 47Q: 3 clusters Score -2301334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2301332.750000 Penalty: 4842.428223
	Iteration 48Q: 3 clusters Score -2301333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2301336.750000 Penalty: 4842.428223
	Iteration 49Q: 3 clusters Score -2301337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2301336.500000 Penalty: 4842.428223
	Iteration 50Q: 3 clusters Score -2301336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2301336.750000 Penalty: 4842.428223
	Iteration 51Q: 3 clusters Score -2301337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2301341.750000 Penalty: 4842.428223
	Iteration 52Q: 3 clusters Score -2301342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2301340.000000 Penalty: 4842.428223
	Iteration 53Q: 3 clusters Score -2301340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2301338.750000 Penalty: 4842.428223
	Iteration 54Q: 3 clusters Score -2301339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2301340.000000 Penalty: 4842.428223
	Iteration 55Q: 3 clusters Score -2301340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2301345.500000 Penalty: 4842.428223
	Iteration 56Q: 3 clusters Score -2301346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2301345.250000 Penalty: 4842.428223
	Iteration 57Q: 3 clusters Score -2301345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2301348.000000 Penalty: 4842.428223
	Iteration 58Q: 3 clusters Score -2301348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2301349.250000 Penalty: 4842.428223
	Iteration 59Q: 3 clusters Score -2301349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2301349.000000 Penalty: 4842.428223
	Iteration 60F: 3 clusters Score -2301349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2301345.750000 Penalty: 4842.428223
	Iteration 61Q: 3 clusters Score -2301346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2301343.750000 Penalty: 4842.428223
	Iteration 62Q: 3 clusters Score -2301344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2301344.750000 Penalty: 4842.428223
	Iteration 63Q: 3 clusters Score -2301345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2301345.500000 Penalty: 4842.428223
	Iteration 64Q: 3 clusters Score -2301346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2301348.000000 Penalty: 4842.428223
	Iteration 65Q: 3 clusters Score -2301348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2301346.500000 Penalty: 4842.428223
	Iteration 66Q: 3 clusters Score -2301346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2301348.000000 Penalty: 4842.428223
	Iteration 67Q: 3 clusters Score -2301348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2301348.000000 Penalty: 4842.428223
	Iteration 68F: 3 clusters Score -2301348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (193318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193318 members 
Entering Unmasked Estep 
Score: -25124800.000000 Penalty: 3018.678711
	Iteration 0F: 2 clusters Score -2.51248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96604 members 
Mstep: Class 2 contains 96714 members 
Entering Unmasked Estep 
Score: -24999610.000000 Penalty: 6037.357422
	Iteration 0F: 3 clusters Score -2.499961e+07 nChanged 93048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96806 members 
Mstep: Class 2 contains 96512 members 
Entering Unmasked Estep 
Score: -25054282.000000 Penalty: 6037.357422
	Iteration 1F: 3 clusters Score -2.505428e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96973 members 
Mstep: Class 2 contains 96345 members 
Entering Unmasked Estep 
Score: -25055662.000000 Penalty: 6037.357422
	Iteration 2Q: 3 clusters Score -2.505566e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97297 members 
Mstep: Class 2 contains 96021 members 
Entering Unmasked Estep 
Score: -25057330.000000 Penalty: 6037.357422
	Iteration 3Q: 3 clusters Score -2.505733e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97965 members 
Mstep: Class 2 contains 95353 members 
Entering Unmasked Estep 
Score: -25059706.000000 Penalty: 6037.357422
	Iteration 4Q: 3 clusters Score -2.505971e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99171 members 
Mstep: Class 2 contains 94147 members 
Entering Unmasked Estep 
Score: -25062892.000000 Penalty: 6037.357422
	Iteration 5Q: 3 clusters Score -2.506289e+07 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101104 members 
Mstep: Class 2 contains 92214 members 
Entering Unmasked Estep 
Score: -25067434.000000 Penalty: 6037.357422
	Iteration 6Q: 3 clusters Score -2.506743e+07 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104187 members 
Mstep: Class 2 contains 89131 members 
Entering Unmasked Estep 
Score: -25073856.000000 Penalty: 6037.357422
	Iteration 7F: 3 clusters Score -2.507386e+07 nChanged 12516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108185 members 
Mstep: Class 2 contains 85133 members 
Entering Unmasked Estep 
Score: -25082862.000000 Penalty: 6037.357422
	Iteration 8F: 3 clusters Score -2.508286e+07 nChanged 13006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112481 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
Score: -25092700.000000 Penalty: 6037.357422
	Iteration 9F: 3 clusters Score -2.50927e+07 nChanged 11620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116243 members 
Mstep: Class 2 contains 77075 members 
Entering Unmasked Estep 
Score: -25099884.000000 Penalty: 6037.357422
	Iteration 10F: 3 clusters Score -2.509988e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119037 members 
Mstep: Class 2 contains 74281 members 
Entering Unmasked Estep 
Score: -25103726.000000 Penalty: 6037.357422
	Iteration 11Q: 3 clusters Score -2.510373e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121457 members 
Mstep: Class 2 contains 71861 members 
Entering Unmasked Estep 
Score: -25105340.000000 Penalty: 6037.357422
	Iteration 12Q: 3 clusters Score -2.510534e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124026 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -25106578.000000 Penalty: 6037.357422
	Iteration 13Q: 3 clusters Score -2.510658e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126671 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -25107824.000000 Penalty: 6037.357422
	Iteration 14Q: 3 clusters Score -2.510782e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129390 members 
Mstep: Class 2 contains 63928 members 
Entering Unmasked Estep 
Score: -25109206.000000 Penalty: 6037.357422
	Iteration 15Q: 3 clusters Score -2.510921e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132270 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -25110754.000000 Penalty: 6037.357422
	Iteration 16Q: 3 clusters Score -2.511075e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135053 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -25112358.000000 Penalty: 6037.357422
	Iteration 17Q: 3 clusters Score -2.511236e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137632 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -25113740.000000 Penalty: 6037.357422
	Iteration 18Q: 3 clusters Score -2.511374e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140088 members 
Mstep: Class 2 contains 53230 members 
Entering Unmasked Estep 
Score: -25115190.000000 Penalty: 6037.357422
	Iteration 19Q: 3 clusters Score -2.511519e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142315 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -25116476.000000 Penalty: 6037.357422
	Iteration 20F: 3 clusters Score -2.511648e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144434 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -25117504.000000 Penalty: 6037.357422
	Iteration 21Q: 3 clusters Score -2.51175e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146287 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -25118398.000000 Penalty: 6037.357422
	Iteration 22Q: 3 clusters Score -2.51184e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147976 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -25118956.000000 Penalty: 6037.357422
	Iteration 23Q: 3 clusters Score -2.511896e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149611 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -25119326.000000 Penalty: 6037.357422
	Iteration 24Q: 3 clusters Score -2.511933e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151178 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -25119880.000000 Penalty: 6037.357422
	Iteration 25Q: 3 clusters Score -2.511988e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152705 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -25120298.000000 Penalty: 6037.357422
	Iteration 26Q: 3 clusters Score -2.51203e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154158 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -25120636.000000 Penalty: 6037.357422
	Iteration 27Q: 3 clusters Score -2.512064e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155552 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -25120812.000000 Penalty: 6037.357422
	Iteration 28Q: 3 clusters Score -2.512081e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156845 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -25120762.000000 Penalty: 6037.357422
	Iteration 29Q: 3 clusters Score -2.512076e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158044 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -25120848.000000 Penalty: 6037.357422
	Iteration 30Q: 3 clusters Score -2.512085e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159215 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -25121008.000000 Penalty: 6037.357422
	Iteration 31Q: 3 clusters Score -2.512101e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160376 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -25121154.000000 Penalty: 6037.357422
	Iteration 32Q: 3 clusters Score -2.512115e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161591 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -25121252.000000 Penalty: 6037.357422
	Iteration 33Q: 3 clusters Score -2.512125e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162772 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -25121462.000000 Penalty: 6037.357422
	Iteration 34Q: 3 clusters Score -2.512146e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163931 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -25121542.000000 Penalty: 6037.357422
	Iteration 35Q: 3 clusters Score -2.512154e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165044 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -25121666.000000 Penalty: 6037.357422
	Iteration 36Q: 3 clusters Score -2.512167e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166110 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -25121670.000000 Penalty: 6037.357422
	Iteration 37Q: 3 clusters Score -2.512167e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167132 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -25121724.000000 Penalty: 6037.357422
	Iteration 38Q: 3 clusters Score -2.512172e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168121 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -25121894.000000 Penalty: 6037.357422
	Iteration 39Q: 3 clusters Score -2.512189e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169073 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -25122090.000000 Penalty: 6037.357422
	Iteration 40F: 3 clusters Score -2.512209e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169916 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -25122168.000000 Penalty: 6037.357422
	Iteration 41Q: 3 clusters Score -2.512217e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170712 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -25122046.000000 Penalty: 6037.357422
	Iteration 42Q: 3 clusters Score -2.512205e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171453 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -25122092.000000 Penalty: 6037.357422
	Iteration 43Q: 3 clusters Score -2.512209e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172201 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -25122122.000000 Penalty: 6037.357422
	Iteration 44Q: 3 clusters Score -2.512212e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172958 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -25122094.000000 Penalty: 6037.357422
	Iteration 45Q: 3 clusters Score -2.512209e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173699 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -25122162.000000 Penalty: 6037.357422
	Iteration 46Q: 3 clusters Score -2.512216e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174429 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -25122238.000000 Penalty: 6037.357422
	Iteration 47Q: 3 clusters Score -2.512224e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175110 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -25122252.000000 Penalty: 6037.357422
	Iteration 48Q: 3 clusters Score -2.512225e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175714 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -25122324.000000 Penalty: 6037.357422
	Iteration 49Q: 3 clusters Score -2.512232e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176332 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -25122324.000000 Penalty: 6037.357422
	Iteration 50Q: 3 clusters Score -2.512232e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176942 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -25122362.000000 Penalty: 6037.357422
	Iteration 51Q: 3 clusters Score -2.512236e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177521 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -25122454.000000 Penalty: 6037.357422
	Iteration 52Q: 3 clusters Score -2.512245e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178047 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -25122494.000000 Penalty: 6037.357422
	Iteration 53Q: 3 clusters Score -2.512249e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178565 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -25122550.000000 Penalty: 6037.357422
	Iteration 54Q: 3 clusters Score -2.512255e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179042 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -25122582.000000 Penalty: 6037.357422
	Iteration 55Q: 3 clusters Score -2.512258e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179466 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -25122610.000000 Penalty: 6037.357422
	Iteration 56Q: 3 clusters Score -2.512261e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179856 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -25122606.000000 Penalty: 6037.357422
	Iteration 57Q: 3 clusters Score -2.512261e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180238 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -25122650.000000 Penalty: 6037.357422
	Iteration 58Q: 3 clusters Score -2.512265e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180603 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -25122640.000000 Penalty: 6037.357422
	Iteration 59Q: 3 clusters Score -2.512264e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180954 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -25122688.000000 Penalty: 6037.357422
	Iteration 60F: 3 clusters Score -2.512269e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181302 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -25122722.000000 Penalty: 6037.357422
	Iteration 61Q: 3 clusters Score -2.512272e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181655 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -25122764.000000 Penalty: 6037.357422
	Iteration 62Q: 3 clusters Score -2.512276e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182001 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -25122788.000000 Penalty: 6037.357422
	Iteration 63Q: 3 clusters Score -2.512279e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182330 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -25122806.000000 Penalty: 6037.357422
	Iteration 64Q: 3 clusters Score -2.512281e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182642 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -25122892.000000 Penalty: 6037.357422
	Iteration 65Q: 3 clusters Score -2.512289e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182958 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -25122940.000000 Penalty: 6037.357422
	Iteration 66Q: 3 clusters Score -2.512294e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183320 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -25122954.000000 Penalty: 6037.357422
	Iteration 67Q: 3 clusters Score -2.512295e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183651 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -25122928.000000 Penalty: 6037.357422
	Iteration 68Q: 3 clusters Score -2.512293e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183988 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -25122896.000000 Penalty: 6037.357422
	Iteration 69Q: 3 clusters Score -2.51229e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184314 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -25122960.000000 Penalty: 6037.357422
	Iteration 70Q: 3 clusters Score -2.512296e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184635 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -25123050.000000 Penalty: 6037.357422
	Iteration 71Q: 3 clusters Score -2.512305e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184943 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -25123098.000000 Penalty: 6037.357422
	Iteration 72Q: 3 clusters Score -2.51231e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185219 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -25123176.000000 Penalty: 6037.357422
	Iteration 73Q: 3 clusters Score -2.512318e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185489 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -25123172.000000 Penalty: 6037.357422
	Iteration 74Q: 3 clusters Score -2.512317e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185754 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -25123064.000000 Penalty: 6037.357422
	Iteration 75Q: 3 clusters Score -2.512306e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185979 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -25123130.000000 Penalty: 6037.357422
	Iteration 76Q: 3 clusters Score -2.512313e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186192 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -25123162.000000 Penalty: 6037.357422
	Iteration 77Q: 3 clusters Score -2.512316e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186365 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -25123112.000000 Penalty: 6037.357422
	Iteration 78Q: 3 clusters Score -2.512311e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186522 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -25123032.000000 Penalty: 6037.357422
	Iteration 79Q: 3 clusters Score -2.512303e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186662 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -25123082.000000 Penalty: 6037.357422
	Iteration 80F: 3 clusters Score -2.512308e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186823 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -25123062.000000 Penalty: 6037.357422
	Iteration 81Q: 3 clusters Score -2.512306e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186982 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -25123076.000000 Penalty: 6037.357422
	Iteration 82Q: 3 clusters Score -2.512308e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187132 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -25123064.000000 Penalty: 6037.357422
	Iteration 83Q: 3 clusters Score -2.512306e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187274 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -25123088.000000 Penalty: 6037.357422
	Iteration 84Q: 3 clusters Score -2.512309e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187415 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -25123098.000000 Penalty: 6037.357422
	Iteration 85Q: 3 clusters Score -2.51231e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187542 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -25123124.000000 Penalty: 6037.357422
	Iteration 86Q: 3 clusters Score -2.512312e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187664 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -25123186.000000 Penalty: 6037.357422
	Iteration 87Q: 3 clusters Score -2.512319e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187773 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -25123156.000000 Penalty: 6037.357422
	Iteration 88Q: 3 clusters Score -2.512316e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187883 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -25123158.000000 Penalty: 6037.357422
	Iteration 89Q: 3 clusters Score -2.512316e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187983 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -25123138.000000 Penalty: 6037.357422
	Iteration 90Q: 3 clusters Score -2.512314e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188069 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -25123152.000000 Penalty: 6037.357422
	Iteration 91Q: 3 clusters Score -2.512315e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188144 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -25123160.000000 Penalty: 6037.357422
	Iteration 92Q: 3 clusters Score -2.512316e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188219 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -25123176.000000 Penalty: 6037.357422
	Iteration 93Q: 3 clusters Score -2.512318e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188281 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -25123184.000000 Penalty: 6037.357422
	Iteration 94Q: 3 clusters Score -2.512318e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188342 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -25123198.000000 Penalty: 6037.357422
	Iteration 95Q: 3 clusters Score -2.51232e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188415 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -25123172.000000 Penalty: 6037.357422
	Iteration 96Q: 3 clusters Score -2.512317e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188486 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -25123190.000000 Penalty: 6037.357422
	Iteration 97Q: 3 clusters Score -2.512319e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188548 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -25123166.000000 Penalty: 6037.357422
	Iteration 98Q: 3 clusters Score -2.512317e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188622 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -25123160.000000 Penalty: 6037.357422
	Iteration 99Q: 3 clusters Score -2.512316e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188676 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -25123158.000000 Penalty: 6037.357422
	Iteration 100F: 3 clusters Score -2.512316e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188725 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -25123132.000000 Penalty: 6037.357422
	Iteration 101Q: 3 clusters Score -2.512313e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188784 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -25123104.000000 Penalty: 6037.357422
	Iteration 102Q: 3 clusters Score -2.51231e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188830 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -25123056.000000 Penalty: 6037.357422
	Iteration 103Q: 3 clusters Score -2.512306e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188870 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -25123068.000000 Penalty: 6037.357422
	Iteration 104Q: 3 clusters Score -2.512307e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188909 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -25123062.000000 Penalty: 6037.357422
	Iteration 105Q: 3 clusters Score -2.512306e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188948 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -25123104.000000 Penalty: 6037.357422
	Iteration 106Q: 3 clusters Score -2.51231e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188980 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -25123078.000000 Penalty: 6037.357422
	Iteration 107Q: 3 clusters Score -2.512308e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189009 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -25123070.000000 Penalty: 6037.357422
	Iteration 108Q: 3 clusters Score -2.512307e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189034 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -25123106.000000 Penalty: 6037.357422
	Iteration 109Q: 3 clusters Score -2.512311e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189064 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -25123096.000000 Penalty: 6037.357422
	Iteration 110Q: 3 clusters Score -2.51231e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189095 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -25123098.000000 Penalty: 6037.357422
	Iteration 111Q: 3 clusters Score -2.51231e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189117 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -25123100.000000 Penalty: 6037.357422
	Iteration 112Q: 3 clusters Score -2.51231e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189139 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -25123098.000000 Penalty: 6037.357422
	Iteration 113Q: 3 clusters Score -2.51231e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189161 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -25123084.000000 Penalty: 6037.357422
	Iteration 114Q: 3 clusters Score -2.512308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189173 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -25123076.000000 Penalty: 6037.357422
	Iteration 115Q: 3 clusters Score -2.512308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189182 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -25123072.000000 Penalty: 6037.357422
	Iteration 116Q: 3 clusters Score -2.512307e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189197 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -25123076.000000 Penalty: 6037.357422
	Iteration 117Q: 3 clusters Score -2.512308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189210 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -25123102.000000 Penalty: 6037.357422
	Iteration 118Q: 3 clusters Score -2.51231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189222 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -25123098.000000 Penalty: 6037.357422
	Iteration 119Q: 3 clusters Score -2.51231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189237 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -25123090.000000 Penalty: 6037.357422
	Iteration 120F: 3 clusters Score -2.512309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189249 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -25123098.000000 Penalty: 6037.357422
	Iteration 121Q: 3 clusters Score -2.51231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189257 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -25123082.000000 Penalty: 6037.357422
	Iteration 122Q: 3 clusters Score -2.512308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189266 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -25123118.000000 Penalty: 6037.357422
	Iteration 123Q: 3 clusters Score -2.512312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189272 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -25123100.000000 Penalty: 6037.357422
	Iteration 124Q: 3 clusters Score -2.51231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189279 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -25123112.000000 Penalty: 6037.357422
	Iteration 125Q: 3 clusters Score -2.512311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189286 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -25123094.000000 Penalty: 6037.357422
	Iteration 126Q: 3 clusters Score -2.512309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189288 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -25123108.000000 Penalty: 6037.357422
	Iteration 127Q: 3 clusters Score -2.512311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189289 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -25123104.000000 Penalty: 6037.357422
	Iteration 128Q: 3 clusters Score -2.51231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189291 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -25123100.000000 Penalty: 6037.357422
	Iteration 129Q: 3 clusters Score -2.51231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189294 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -25123106.000000 Penalty: 6037.357422
	Iteration 130Q: 3 clusters Score -2.512311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189301 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -25123104.000000 Penalty: 6037.357422
	Iteration 131Q: 3 clusters Score -2.51231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189305 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -25123076.000000 Penalty: 6037.357422
	Iteration 132Q: 3 clusters Score -2.512308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189307 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -25123082.000000 Penalty: 6037.357422
	Iteration 133Q: 3 clusters Score -2.512308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189311 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -25123098.000000 Penalty: 6037.357422
	Iteration 134Q: 3 clusters Score -2.51231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189313 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -25123092.000000 Penalty: 6037.357422
	Iteration 135Q: 3 clusters Score -2.512309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189313 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -25123098.000000 Penalty: 6037.357422
	Iteration 136Q: 3 clusters Score -2.51231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189313 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -25123098.000000 Penalty: 6037.357422
	Iteration 137F: 3 clusters Score -2.51231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15468 members 
Mstep: Class 4 contains 36002 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217224 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13718 members 
Mstep: Class 12 contains 7135 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26398 members 
Mstep: Class 15 contains 34120 members 
Mstep: Class 16 contains 7162 members 
Mstep: Class 17 contains 59889 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12597 members 
Mstep: Class 20 contains 41516 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17378 members 
Mstep: Class 24 contains 193318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822096.000000 Penalty: 80247.148438
Iteration 279Q: 25 clusters Score -9.08221e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15472 members 
Mstep: Class 4 contains 36000 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217233 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11230 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13718 members 
Mstep: Class 12 contains 7132 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26398 members 
Mstep: Class 15 contains 34121 members 
Mstep: Class 16 contains 7166 members 
Mstep: Class 17 contains 59890 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12598 members 
Mstep: Class 20 contains 41514 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17361 members 
Mstep: Class 24 contains 193329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822008.000000 Penalty: 80247.148438
Iteration 280F: 25 clusters Score -9.082201e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 35998 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217211 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11229 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13720 members 
Mstep: Class 12 contains 7128 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26396 members 
Mstep: Class 15 contains 34124 members 
Mstep: Class 16 contains 7172 members 
Mstep: Class 17 contains 59893 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12598 members 
Mstep: Class 20 contains 41514 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17339 members 
Mstep: Class 24 contains 193366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821992.000000 Penalty: 80247.148438
Iteration 281Q: 25 clusters Score -9.082199e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15477 members 
Mstep: Class 4 contains 36000 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217213 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11228 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13721 members 
Mstep: Class 12 contains 7126 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26394 members 
Mstep: Class 15 contains 34126 members 
Mstep: Class 16 contains 7175 members 
Mstep: Class 17 contains 59894 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12598 members 
Mstep: Class 20 contains 41515 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17318 members 
Mstep: Class 24 contains 193377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821872.000000 Penalty: 80247.148438
Iteration 282Q: 25 clusters Score -9.082187e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15475 members 
Mstep: Class 4 contains 36001 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217235 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11226 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13721 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 26395 members 
Mstep: Class 15 contains 34129 members 
Mstep: Class 16 contains 7182 members 
Mstep: Class 17 contains 59889 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12599 members 
Mstep: Class 20 contains 41515 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17298 members 
Mstep: Class 24 contains 193374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821664.000000 Penalty: 80247.148438
Iteration 283Q: 25 clusters Score -9.082166e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15478 members 
Mstep: Class 4 contains 35997 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217245 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11224 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13717 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 26395 members 
Mstep: Class 15 contains 34128 members 
Mstep: Class 16 contains 7188 members 
Mstep: Class 17 contains 59886 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12598 members 
Mstep: Class 20 contains 41521 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17279 members 
Mstep: Class 24 contains 193384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821688.000000 Penalty: 80247.148438
Iteration 284Q: 25 clusters Score -9.082169e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15481 members 
Mstep: Class 4 contains 35994 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217268 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11224 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13716 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 26393 members 
Mstep: Class 15 contains 34131 members 
Mstep: Class 16 contains 7195 members 
Mstep: Class 17 contains 59883 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12598 members 
Mstep: Class 20 contains 41529 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17262 members 
Mstep: Class 24 contains 193366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821688.000000 Penalty: 80247.148438
Iteration 285Q: 25 clusters Score -9.082169e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15482 members 
Mstep: Class 4 contains 35994 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217312 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11221 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13713 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 26390 members 
Mstep: Class 15 contains 34132 members 
Mstep: Class 16 contains 7202 members 
Mstep: Class 17 contains 59877 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12597 members 
Mstep: Class 20 contains 41535 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17248 members 
Mstep: Class 24 contains 193337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821696.000000 Penalty: 80247.148438
Iteration 286Q: 25 clusters Score -9.08217e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15486 members 
Mstep: Class 4 contains 35995 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217329 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11225 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13709 members 
Mstep: Class 12 contains 7126 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 26391 members 
Mstep: Class 15 contains 34137 members 
Mstep: Class 16 contains 7216 members 
Mstep: Class 17 contains 59878 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12598 members 
Mstep: Class 20 contains 41539 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17232 members 
Mstep: Class 24 contains 193304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821808.000000 Penalty: 80247.148438
Iteration 287Q: 25 clusters Score -9.082181e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15489 members 
Mstep: Class 4 contains 35995 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217353 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11222 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13706 members 
Mstep: Class 12 contains 7127 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 26391 members 
Mstep: Class 15 contains 34142 members 
Mstep: Class 16 contains 7222 members 
Mstep: Class 17 contains 59875 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12598 members 
Mstep: Class 20 contains 41541 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17223 members 
Mstep: Class 24 contains 193281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821712.000000 Penalty: 80247.148438
Iteration 288Q: 25 clusters Score -9.082171e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15490 members 
Mstep: Class 4 contains 35993 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217368 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11217 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13702 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 26391 members 
Mstep: Class 15 contains 34146 members 
Mstep: Class 16 contains 7233 members 
Mstep: Class 17 contains 59878 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12599 members 
Mstep: Class 20 contains 41541 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17209 members 
Mstep: Class 24 contains 193273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821696.000000 Penalty: 80247.148438
Iteration 289Q: 25 clusters Score -9.08217e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15490 members 
Mstep: Class 4 contains 35991 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217391 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11213 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13701 members 
Mstep: Class 12 contains 7123 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 26390 members 
Mstep: Class 15 contains 34149 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 59880 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12600 members 
Mstep: Class 20 contains 41541 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17197 members 
Mstep: Class 24 contains 193249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821656.000000 Penalty: 80247.148438
Iteration 290Q: 25 clusters Score -9.082166e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35989 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217401 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11213 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13701 members 
Mstep: Class 12 contains 7124 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 26391 members 
Mstep: Class 15 contains 34155 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 59877 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12600 members 
Mstep: Class 20 contains 41544 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17186 members 
Mstep: Class 24 contains 193234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821728.000000 Penalty: 80247.148438
Iteration 291Q: 25 clusters Score -9.082173e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15489 members 
Mstep: Class 4 contains 35989 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217444 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11213 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13701 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 26393 members 
Mstep: Class 15 contains 34159 members 
Mstep: Class 16 contains 7276 members 
Mstep: Class 17 contains 59869 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12600 members 
Mstep: Class 20 contains 41543 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17179 members 
Mstep: Class 24 contains 193186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821856.000000 Penalty: 80247.148438
Iteration 292Q: 25 clusters Score -9.082186e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15490 members 
Mstep: Class 4 contains 35988 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217466 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11213 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13702 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 26390 members 
Mstep: Class 15 contains 34161 members 
Mstep: Class 16 contains 7288 members 
Mstep: Class 17 contains 59869 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12599 members 
Mstep: Class 20 contains 41547 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17175 members 
Mstep: Class 24 contains 193153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821808.000000 Penalty: 80247.148438
Iteration 293Q: 25 clusters Score -9.082181e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15493 members 
Mstep: Class 4 contains 35987 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217484 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11212 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13701 members 
Mstep: Class 12 contains 7125 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 26391 members 
Mstep: Class 15 contains 34162 members 
Mstep: Class 16 contains 7302 members 
Mstep: Class 17 contains 59871 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12599 members 
Mstep: Class 20 contains 41550 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17166 members 
Mstep: Class 24 contains 193123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821864.000000 Penalty: 80247.148438
Iteration 294Q: 25 clusters Score -9.082186e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15494 members 
Mstep: Class 4 contains 35987 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217504 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11210 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13704 members 
Mstep: Class 12 contains 7126 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26394 members 
Mstep: Class 15 contains 34161 members 
Mstep: Class 16 contains 7317 members 
Mstep: Class 17 contains 59868 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12599 members 
Mstep: Class 20 contains 41552 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17156 members 
Mstep: Class 24 contains 193093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821704.000000 Penalty: 80247.148438
Iteration 295Q: 25 clusters Score -9.08217e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15498 members 
Mstep: Class 4 contains 35988 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217515 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11209 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13705 members 
Mstep: Class 12 contains 7123 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26394 members 
Mstep: Class 15 contains 34165 members 
Mstep: Class 16 contains 7330 members 
Mstep: Class 17 contains 59868 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12599 members 
Mstep: Class 20 contains 41551 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17143 members 
Mstep: Class 24 contains 193077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821720.000000 Penalty: 80247.148438
Iteration 296Q: 25 clusters Score -9.082172e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15501 members 
Mstep: Class 4 contains 35988 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217544 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11206 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13706 members 
Mstep: Class 12 contains 7122 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26394 members 
Mstep: Class 15 contains 34168 members 
Mstep: Class 16 contains 7336 members 
Mstep: Class 17 contains 59863 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12599 members 
Mstep: Class 20 contains 41555 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17131 members 
Mstep: Class 24 contains 193052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821920.000000 Penalty: 80247.148438
Iteration 297Q: 25 clusters Score -9.082192e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15503 members 
Mstep: Class 4 contains 35989 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217584 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11206 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13705 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26391 members 
Mstep: Class 15 contains 34170 members 
Mstep: Class 16 contains 7348 members 
Mstep: Class 17 contains 59858 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12598 members 
Mstep: Class 20 contains 41561 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17118 members 
Mstep: Class 24 contains 193014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821896.000000 Penalty: 80247.148438
Iteration 298Q: 25 clusters Score -9.08219e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15505 members 
Mstep: Class 4 contains 35988 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217614 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11203 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13704 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26390 members 
Mstep: Class 15 contains 34170 members 
Mstep: Class 16 contains 7362 members 
Mstep: Class 17 contains 59854 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12597 members 
Mstep: Class 20 contains 41565 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17106 members 
Mstep: Class 24 contains 192988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821872.000000 Penalty: 80247.148438
Iteration 299Q: 25 clusters Score -9.082187e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15505 members 
Mstep: Class 4 contains 35987 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217631 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13703 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26388 members 
Mstep: Class 15 contains 34170 members 
Mstep: Class 16 contains 7376 members 
Mstep: Class 17 contains 59849 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12596 members 
Mstep: Class 20 contains 41570 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17096 members 
Mstep: Class 24 contains 192973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821848.000000 Penalty: 80247.148438
Iteration 300F: 25 clusters Score -9.082185e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15503 members 
Mstep: Class 4 contains 35988 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217637 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11203 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13704 members 
Mstep: Class 12 contains 7120 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26385 members 
Mstep: Class 15 contains 34174 members 
Mstep: Class 16 contains 7379 members 
Mstep: Class 17 contains 59848 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12596 members 
Mstep: Class 20 contains 41575 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17078 members 
Mstep: Class 24 contains 192975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821904.000000 Penalty: 80247.148438
Iteration 301Q: 25 clusters Score -9.08219e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15506 members 
Mstep: Class 4 contains 35989 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217639 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11199 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13702 members 
Mstep: Class 12 contains 7123 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26387 members 
Mstep: Class 15 contains 34174 members 
Mstep: Class 16 contains 7384 members 
Mstep: Class 17 contains 59842 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12594 members 
Mstep: Class 20 contains 41577 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17063 members 
Mstep: Class 24 contains 192986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821968.000000 Penalty: 80247.148438
Iteration 302Q: 25 clusters Score -9.082197e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15507 members 
Mstep: Class 4 contains 35985 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217627 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11198 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13698 members 
Mstep: Class 12 contains 7128 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26386 members 
Mstep: Class 15 contains 34177 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 59838 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12595 members 
Mstep: Class 20 contains 41577 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 17031 members 
Mstep: Class 24 contains 193026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822016.000000 Penalty: 80247.148438
Iteration 303Q: 25 clusters Score -9.082202e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15504 members 
Mstep: Class 4 contains 35984 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217605 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11192 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7133 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26385 members 
Mstep: Class 15 contains 34177 members 
Mstep: Class 16 contains 7397 members 
Mstep: Class 17 contains 59834 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12593 members 
Mstep: Class 20 contains 41581 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16995 members 
Mstep: Class 24 contains 193089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822112.000000 Penalty: 80247.148438
Iteration 304Q: 25 clusters Score -9.082211e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15505 members 
Mstep: Class 4 contains 35984 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217586 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11192 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 13693 members 
Mstep: Class 12 contains 7137 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26386 members 
Mstep: Class 15 contains 34178 members 
Mstep: Class 16 contains 7401 members 
Mstep: Class 17 contains 59837 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12590 members 
Mstep: Class 20 contains 41581 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16971 members 
Mstep: Class 24 contains 193125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822088.000000 Penalty: 80247.148438
Iteration 305Q: 25 clusters Score -9.082209e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15506 members 
Mstep: Class 4 contains 35983 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217580 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11193 members 
Mstep: Class 10 contains 1604 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 7142 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26387 members 
Mstep: Class 15 contains 34177 members 
Mstep: Class 16 contains 7410 members 
Mstep: Class 17 contains 59837 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12587 members 
Mstep: Class 20 contains 41586 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16949 members 
Mstep: Class 24 contains 193138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822072.000000 Penalty: 80247.148438
Iteration 306Q: 25 clusters Score -9.082207e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15505 members 
Mstep: Class 4 contains 35980 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217578 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 13689 members 
Mstep: Class 12 contains 7142 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26383 members 
Mstep: Class 15 contains 34181 members 
Mstep: Class 16 contains 7416 members 
Mstep: Class 17 contains 59839 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12584 members 
Mstep: Class 20 contains 41590 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16927 members 
Mstep: Class 24 contains 193156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822136.000000 Penalty: 80247.148438
Iteration 307Q: 25 clusters Score -9.082214e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15502 members 
Mstep: Class 4 contains 35983 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217577 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 13687 members 
Mstep: Class 12 contains 7146 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26386 members 
Mstep: Class 15 contains 34183 members 
Mstep: Class 16 contains 7423 members 
Mstep: Class 17 contains 59837 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12582 members 
Mstep: Class 20 contains 41590 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16898 members 
Mstep: Class 24 contains 193175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822192.000000 Penalty: 80247.148438
Iteration 308Q: 25 clusters Score -9.082219e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15502 members 
Mstep: Class 4 contains 35982 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217577 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 13688 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26384 members 
Mstep: Class 15 contains 34183 members 
Mstep: Class 16 contains 7434 members 
Mstep: Class 17 contains 59831 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12582 members 
Mstep: Class 20 contains 41590 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16876 members 
Mstep: Class 24 contains 193193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822048.000000 Penalty: 80247.148438
Iteration 309Q: 25 clusters Score -9.082205e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15502 members 
Mstep: Class 4 contains 35984 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217579 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 13687 members 
Mstep: Class 12 contains 7152 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26384 members 
Mstep: Class 15 contains 34184 members 
Mstep: Class 16 contains 7441 members 
Mstep: Class 17 contains 59827 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12584 members 
Mstep: Class 20 contains 41596 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16852 members 
Mstep: Class 24 contains 193198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822120.000000 Penalty: 80247.148438
Iteration 310Q: 25 clusters Score -9.082212e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15500 members 
Mstep: Class 4 contains 35985 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217595 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11193 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 13682 members 
Mstep: Class 12 contains 7157 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26383 members 
Mstep: Class 15 contains 34183 members 
Mstep: Class 16 contains 7447 members 
Mstep: Class 17 contains 59819 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12583 members 
Mstep: Class 20 contains 41596 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16833 members 
Mstep: Class 24 contains 193209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822128.000000 Penalty: 80247.148438
Iteration 311Q: 25 clusters Score -9.082213e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 35984 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217606 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 13683 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26380 members 
Mstep: Class 15 contains 34185 members 
Mstep: Class 16 contains 7456 members 
Mstep: Class 17 contains 59813 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12579 members 
Mstep: Class 20 contains 41604 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16806 members 
Mstep: Class 24 contains 193215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822128.000000 Penalty: 80247.148438
Iteration 312Q: 25 clusters Score -9.082213e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15497 members 
Mstep: Class 4 contains 35983 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217605 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11193 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 13683 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26377 members 
Mstep: Class 15 contains 34184 members 
Mstep: Class 16 contains 7467 members 
Mstep: Class 17 contains 59807 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12578 members 
Mstep: Class 20 contains 41612 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16778 members 
Mstep: Class 24 contains 193240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822248.000000 Penalty: 80247.148438
Iteration 313Q: 25 clusters Score -9.082225e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15497 members 
Mstep: Class 4 contains 35986 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217599 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11192 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 13680 members 
Mstep: Class 12 contains 7161 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26376 members 
Mstep: Class 15 contains 34184 members 
Mstep: Class 16 contains 7484 members 
Mstep: Class 17 contains 59807 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12576 members 
Mstep: Class 20 contains 41617 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16760 members 
Mstep: Class 24 contains 193246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822280.000000 Penalty: 80247.148438
Iteration 314Q: 25 clusters Score -9.082228e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15497 members 
Mstep: Class 4 contains 35984 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217608 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11191 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 13680 members 
Mstep: Class 12 contains 7166 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34187 members 
Mstep: Class 16 contains 7496 members 
Mstep: Class 17 contains 59805 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12575 members 
Mstep: Class 20 contains 41623 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16732 members 
Mstep: Class 24 contains 193246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822208.000000 Penalty: 80247.148438
Iteration 315Q: 25 clusters Score -9.082221e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 35981 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217609 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11191 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 13680 members 
Mstep: Class 12 contains 7168 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34186 members 
Mstep: Class 16 contains 7509 members 
Mstep: Class 17 contains 59809 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12573 members 
Mstep: Class 20 contains 41628 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16701 members 
Mstep: Class 24 contains 193257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822232.000000 Penalty: 80247.148438
Iteration 316Q: 25 clusters Score -9.082223e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15500 members 
Mstep: Class 4 contains 35979 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217593 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11191 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 13683 members 
Mstep: Class 12 contains 7173 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34190 members 
Mstep: Class 16 contains 7515 members 
Mstep: Class 17 contains 59811 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12573 members 
Mstep: Class 20 contains 41636 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16676 members 
Mstep: Class 24 contains 193270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822168.000000 Penalty: 80247.148438
Iteration 317Q: 25 clusters Score -9.082217e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15500 members 
Mstep: Class 4 contains 35978 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217590 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11193 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 11 contains 13682 members 
Mstep: Class 12 contains 7174 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34190 members 
Mstep: Class 16 contains 7526 members 
Mstep: Class 17 contains 59810 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12573 members 
Mstep: Class 20 contains 41646 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16638 members 
Mstep: Class 24 contains 193291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822256.000000 Penalty: 80247.148438
Iteration 318Q: 25 clusters Score -9.082226e+07 nChanged 248
Entering ConstructFrom: 
Score: -90822256.000000 Penalty: 80247.148438
Entering ConstructFrom: 
Trying to split cluster 1 (7147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Entering Unmasked Estep 
Score: -790027.812500 Penalty: 2200.863037
	Iteration 0F: 2 clusters Score -790027.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -784256.687500 Penalty: 4401.726074
	Iteration 0F: 3 clusters Score -784256.7 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -786229.062500 Penalty: 4401.726074
	Iteration 1F: 3 clusters Score -786229.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -787038.062500 Penalty: 4401.726074
	Iteration 2F: 3 clusters Score -787038.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -787904.875000 Penalty: 4401.726074
	Iteration 3F: 3 clusters Score -787904.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -788673.500000 Penalty: 4401.726074
	Iteration 4F: 3 clusters Score -788673.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -789116.812500 Penalty: 4401.726074
	Iteration 5F: 3 clusters Score -789116.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -789339.125000 Penalty: 4401.726074
	Iteration 6Q: 3 clusters Score -789339.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -789452.250000 Penalty: 4401.726074
	Iteration 7Q: 3 clusters Score -789452.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -789533.250000 Penalty: 4401.726074
	Iteration 8Q: 3 clusters Score -789533.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -789571.750000 Penalty: 4401.726074
	Iteration 9Q: 3 clusters Score -789571.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -789602.125000 Penalty: 4401.726074
	Iteration 10Q: 3 clusters Score -789602.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -789629.812500 Penalty: 4401.726074
	Iteration 11Q: 3 clusters Score -789629.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -789655.937500 Penalty: 4401.726074
	Iteration 12Q: 3 clusters Score -789655.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -789686.312500 Penalty: 4401.726074
	Iteration 13Q: 3 clusters Score -789686.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -789723.250000 Penalty: 4401.726074
	Iteration 14Q: 3 clusters Score -789723.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -789765.562500 Penalty: 4401.726074
	Iteration 15Q: 3 clusters Score -789765.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -789822.937500 Penalty: 4401.726074
	Iteration 16Q: 3 clusters Score -789822.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -789892.625000 Penalty: 4401.726074
	Iteration 17Q: 3 clusters Score -789892.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -789971.250000 Penalty: 4401.726074
	Iteration 18Q: 3 clusters Score -789971.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -790056.750000 Penalty: 4401.726074
	Iteration 19Q: 3 clusters Score -790056.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -790140.187500 Penalty: 4401.726074
	Iteration 20F: 3 clusters Score -790140.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -790216.062500 Penalty: 4401.726074
	Iteration 21Q: 3 clusters Score -790216.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -790280.437500 Penalty: 4401.726074
	Iteration 22Q: 3 clusters Score -790280.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -790333.062500 Penalty: 4401.726074
	Iteration 23Q: 3 clusters Score -790333.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -790365.187500 Penalty: 4401.726074
	Iteration 24Q: 3 clusters Score -790365.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -790380.812500 Penalty: 4401.726074
	Iteration 25Q: 3 clusters Score -790380.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -790392.750000 Penalty: 4401.726074
	Iteration 26Q: 3 clusters Score -790392.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -790401.625000 Penalty: 4401.726074
	Iteration 27Q: 3 clusters Score -790401.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -790408.437500 Penalty: 4401.726074
	Iteration 28Q: 3 clusters Score -790408.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -790412.062500 Penalty: 4401.726074
	Iteration 29Q: 3 clusters Score -790412.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -790412.562500 Penalty: 4401.726074
	Iteration 30Q: 3 clusters Score -790412.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -790414.687500 Penalty: 4401.726074
	Iteration 31Q: 3 clusters Score -790414.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -790413.875000 Penalty: 4401.726074
	Iteration 32Q: 3 clusters Score -790413.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -790415.750000 Penalty: 4401.726074
	Iteration 33Q: 3 clusters Score -790415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -790415.437500 Penalty: 4401.726074
	Iteration 34Q: 3 clusters Score -790415.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -790415.437500 Penalty: 4401.726074
	Iteration 35F: 3 clusters Score -790415.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 35979 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217595 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11191 members 
Mstep: Class 10 contains 1608 members 
Mstep: Class 11 contains 13684 members 
Mstep: Class 12 contains 7177 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 34189 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 59805 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12573 members 
Mstep: Class 20 contains 41649 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16611 members 
Mstep: Class 24 contains 193305 members 
Mstep: Class 25 contains 6650 members 
Entering Unmasked Estep 
Score: -90821424.000000 Penalty: 83590.781250
Splitting cluster 1 changes total score from -90822256.000000 to -90821424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -104715.226562 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -104715.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -102861.625000 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -102861.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -103311.703125 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -103311.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -103543.882812 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -103543.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -103735.328125 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -103735.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -103845.195312 Penalty: 3393.970947
	Iteration 4Q: 3 clusters Score -103845.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -103976.523438 Penalty: 3393.970947
	Iteration 5Q: 3 clusters Score -103976.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -104151.093750 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -104151.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -104325.460938 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -104325.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -104480.187500 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -104480.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -104693.789062 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -104693.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104836.015625 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -104836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104901.054688 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -104901.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -104966.507812 Penalty: 3393.970947
	Iteration 12Q: 3 clusters Score -104966.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -104985.171875 Penalty: 3393.970947
	Iteration 13Q: 3 clusters Score -104985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -104993.000000 Penalty: 3393.970947
	Iteration 14Q: 3 clusters Score -104993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -104994.914062 Penalty: 3393.970947
	Iteration 15Q: 3 clusters Score -104994.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -104994.914062 Penalty: 3393.970947
	Iteration 16F: 3 clusters Score -104994.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 35979 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217595 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11191 members 
Mstep: Class 10 contains 1608 members 
Mstep: Class 11 contains 13684 members 
Mstep: Class 12 contains 7177 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 34189 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 59805 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12573 members 
Mstep: Class 20 contains 41649 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16611 members 
Mstep: Class 24 contains 193305 members 
Mstep: Class 25 contains 444 members 
Entering Unmasked Estep 
Score: -90821024.000000 Penalty: 83590.781250
Splitting cluster 2 changes total score from -90822256.000000 to -90821024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (15499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Entering Unmasked Estep 
Score: -2024148.750000 Penalty: 2392.835693
	Iteration 0F: 2 clusters Score -2024149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2012982.625000 Penalty: 4785.671387
	Iteration 0F: 3 clusters Score -2012983 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2016591.000000 Penalty: 4785.671387
	Iteration 1F: 3 clusters Score -2016591 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2016998.500000 Penalty: 4785.671387
	Iteration 2F: 3 clusters Score -2016998 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2017325.750000 Penalty: 4785.671387
	Iteration 3Q: 3 clusters Score -2017326 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2017613.000000 Penalty: 4785.671387
	Iteration 4Q: 3 clusters Score -2017613 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2017903.875000 Penalty: 4785.671387
	Iteration 5Q: 3 clusters Score -2017904 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2018221.500000 Penalty: 4785.671387
	Iteration 6Q: 3 clusters Score -2018222 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2018548.000000 Penalty: 4785.671387
	Iteration 7Q: 3 clusters Score -2018548 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2018926.125000 Penalty: 4785.671387
	Iteration 8Q: 3 clusters Score -2018926 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2019289.875000 Penalty: 4785.671387
	Iteration 9Q: 3 clusters Score -2019290 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2019650.375000 Penalty: 4785.671387
	Iteration 10Q: 3 clusters Score -2019650 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2019969.875000 Penalty: 4785.671387
	Iteration 11Q: 3 clusters Score -2019970 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2020246.000000 Penalty: 4785.671387
	Iteration 12Q: 3 clusters Score -2020246 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2020452.375000 Penalty: 4785.671387
	Iteration 13Q: 3 clusters Score -2020452 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2020624.625000 Penalty: 4785.671387
	Iteration 14Q: 3 clusters Score -2020625 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2020769.625000 Penalty: 4785.671387
	Iteration 15Q: 3 clusters Score -2020770 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2020907.000000 Penalty: 4785.671387
	Iteration 16Q: 3 clusters Score -2020907 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2021030.625000 Penalty: 4785.671387
	Iteration 17Q: 3 clusters Score -2021031 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2021155.875000 Penalty: 4785.671387
	Iteration 18Q: 3 clusters Score -2021156 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2021259.375000 Penalty: 4785.671387
	Iteration 19Q: 3 clusters Score -2021259 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2021345.750000 Penalty: 4785.671387
	Iteration 20F: 3 clusters Score -2021346 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2021445.125000 Penalty: 4785.671387
	Iteration 21Q: 3 clusters Score -2021445 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2021523.125000 Penalty: 4785.671387
	Iteration 22Q: 3 clusters Score -2021523 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2021609.375000 Penalty: 4785.671387
	Iteration 23Q: 3 clusters Score -2021609 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2021698.000000 Penalty: 4785.671387
	Iteration 24Q: 3 clusters Score -2021698 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2021772.375000 Penalty: 4785.671387
	Iteration 25Q: 3 clusters Score -2021772 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2021839.250000 Penalty: 4785.671387
	Iteration 26Q: 3 clusters Score -2021839 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2021899.625000 Penalty: 4785.671387
	Iteration 27Q: 3 clusters Score -2021900 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2021930.875000 Penalty: 4785.671387
	Iteration 28Q: 3 clusters Score -2021931 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2021955.625000 Penalty: 4785.671387
	Iteration 29Q: 3 clusters Score -2021956 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2021979.375000 Penalty: 4785.671387
	Iteration 30Q: 3 clusters Score -2021979 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2022003.500000 Penalty: 4785.671387
	Iteration 31Q: 3 clusters Score -2022004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2022025.125000 Penalty: 4785.671387
	Iteration 32Q: 3 clusters Score -2022025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2022027.875000 Penalty: 4785.671387
	Iteration 33Q: 3 clusters Score -2022028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2022039.250000 Penalty: 4785.671387
	Iteration 34Q: 3 clusters Score -2022039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2022051.875000 Penalty: 4785.671387
	Iteration 35Q: 3 clusters Score -2022052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2022059.625000 Penalty: 4785.671387
	Iteration 36Q: 3 clusters Score -2022060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2022071.500000 Penalty: 4785.671387
	Iteration 37Q: 3 clusters Score -2022072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2022080.625000 Penalty: 4785.671387
	Iteration 38Q: 3 clusters Score -2022081 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2022097.875000 Penalty: 4785.671387
	Iteration 39Q: 3 clusters Score -2022098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2022099.125000 Penalty: 4785.671387
	Iteration 40F: 3 clusters Score -2022099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2022109.250000 Penalty: 4785.671387
	Iteration 41Q: 3 clusters Score -2022109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2022106.125000 Penalty: 4785.671387
	Iteration 42Q: 3 clusters Score -2022106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2022116.250000 Penalty: 4785.671387
	Iteration 43Q: 3 clusters Score -2022116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2022120.375000 Penalty: 4785.671387
	Iteration 44Q: 3 clusters Score -2022120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2022122.125000 Penalty: 4785.671387
	Iteration 45Q: 3 clusters Score -2022122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2022126.250000 Penalty: 4785.671387
	Iteration 46Q: 3 clusters Score -2022126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2022126.000000 Penalty: 4785.671387
	Iteration 47Q: 3 clusters Score -2022126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2022129.625000 Penalty: 4785.671387
	Iteration 48Q: 3 clusters Score -2022130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2022126.125000 Penalty: 4785.671387
	Iteration 49Q: 3 clusters Score -2022126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2022124.875000 Penalty: 4785.671387
	Iteration 50Q: 3 clusters Score -2022125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2022125.000000 Penalty: 4785.671387
	Iteration 51Q: 3 clusters Score -2022125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2022127.750000 Penalty: 4785.671387
	Iteration 52Q: 3 clusters Score -2022128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2022134.500000 Penalty: 4785.671387
	Iteration 53Q: 3 clusters Score -2022134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2022137.250000 Penalty: 4785.671387
	Iteration 54Q: 3 clusters Score -2022137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2022139.875000 Penalty: 4785.671387
	Iteration 55Q: 3 clusters Score -2022140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2022145.125000 Penalty: 4785.671387
	Iteration 56Q: 3 clusters Score -2022145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2022144.000000 Penalty: 4785.671387
	Iteration 57Q: 3 clusters Score -2022144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2022150.375000 Penalty: 4785.671387
	Iteration 58Q: 3 clusters Score -2022150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2022151.375000 Penalty: 4785.671387
	Iteration 59Q: 3 clusters Score -2022151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2022150.750000 Penalty: 4785.671387
	Iteration 60F: 3 clusters Score -2022151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2022154.625000 Penalty: 4785.671387
	Iteration 61Q: 3 clusters Score -2022155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2022155.500000 Penalty: 4785.671387
	Iteration 62Q: 3 clusters Score -2022156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2022154.875000 Penalty: 4785.671387
	Iteration 63Q: 3 clusters Score -2022155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2022155.000000 Penalty: 4785.671387
	Iteration 64Q: 3 clusters Score -2022155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2022154.125000 Penalty: 4785.671387
	Iteration 65Q: 3 clusters Score -2022154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2022156.500000 Penalty: 4785.671387
	Iteration 66Q: 3 clusters Score -2022156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2022156.625000 Penalty: 4785.671387
	Iteration 67Q: 3 clusters Score -2022157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2022156.750000 Penalty: 4785.671387
	Iteration 68Q: 3 clusters Score -2022157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2022156.750000 Penalty: 4785.671387
	Iteration 69F: 3 clusters Score -2022157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Entering Unmasked Estep 
Score: -4603731.000000 Penalty: 2601.691406
	Iteration 0F: 2 clusters Score -4603731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -4579242.500000 Penalty: 5203.382812
	Iteration 0F: 3 clusters Score -4579242 nChanged 16404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -4588506.000000 Penalty: 5203.382812
	Iteration 1F: 3 clusters Score -4588506 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -4589202.000000 Penalty: 5203.382812
	Iteration 2F: 3 clusters Score -4589202 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -4590215.000000 Penalty: 5203.382812
	Iteration 3F: 3 clusters Score -4590215 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -4591626.000000 Penalty: 5203.382812
	Iteration 4F: 3 clusters Score -4591626 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -4593516.500000 Penalty: 5203.382812
	Iteration 5F: 3 clusters Score -4593516 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -4595866.000000 Penalty: 5203.382812
	Iteration 6F: 3 clusters Score -4595866 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -4598110.500000 Penalty: 5203.382812
	Iteration 7F: 3 clusters Score -4598110 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -4599798.500000 Penalty: 5203.382812
	Iteration 8F: 3 clusters Score -4599798 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -4600866.000000 Penalty: 5203.382812
	Iteration 9Q: 3 clusters Score -4600866 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -4601394.000000 Penalty: 5203.382812
	Iteration 10Q: 3 clusters Score -4601394 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -4601650.500000 Penalty: 5203.382812
	Iteration 11Q: 3 clusters Score -4601650 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -4601780.000000 Penalty: 5203.382812
	Iteration 12Q: 3 clusters Score -4601780 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -4601834.500000 Penalty: 5203.382812
	Iteration 13Q: 3 clusters Score -4601834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -4601870.500000 Penalty: 5203.382812
	Iteration 14Q: 3 clusters Score -4601870 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -4601892.000000 Penalty: 5203.382812
	Iteration 15Q: 3 clusters Score -4601892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -4601919.500000 Penalty: 5203.382812
	Iteration 16Q: 3 clusters Score -4601920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -4601936.500000 Penalty: 5203.382812
	Iteration 17Q: 3 clusters Score -4601936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -4601961.000000 Penalty: 5203.382812
	Iteration 18Q: 3 clusters Score -4601961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -4601964.500000 Penalty: 5203.382812
	Iteration 19Q: 3 clusters Score -4601964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -4601968.000000 Penalty: 5203.382812
	Iteration 20F: 3 clusters Score -4601968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -4601975.000000 Penalty: 5203.382812
	Iteration 21Q: 3 clusters Score -4601975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -4601971.000000 Penalty: 5203.382812
	Iteration 22Q: 3 clusters Score -4601971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -4601976.000000 Penalty: 5203.382812
	Iteration 23Q: 3 clusters Score -4601976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -4601975.500000 Penalty: 5203.382812
	Iteration 24Q: 3 clusters Score -4601976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -4601974.500000 Penalty: 5203.382812
	Iteration 25Q: 3 clusters Score -4601974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -4601970.000000 Penalty: 5203.382812
	Iteration 26Q: 3 clusters Score -4601970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -4601973.500000 Penalty: 5203.382812
	Iteration 27Q: 3 clusters Score -4601974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -4601973.500000 Penalty: 5203.382812
	Iteration 28Q: 3 clusters Score -4601974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -4601973.500000 Penalty: 5203.382812
	Iteration 29F: 3 clusters Score -4601974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -113490.718750 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -113490.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -111578.078125 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -111578.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -112014.007812 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -112014 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -112311.968750 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -112312 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -112594.468750 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -112594.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -112741.062500 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -112741.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -112867.921875 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -112867.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -113022.484375 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -113022.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -113244.843750 Penalty: 3437.525391
	Iteration 7F: 3 clusters Score -113244.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -113424.859375 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -113424.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -113460.976562 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -113461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -113471.164062 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -113471.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -113478.500000 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -113478.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -113483.296875 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -113483.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -113487.445312 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -113487.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -113497.015625 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -113497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -113505.570312 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -113505.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -113514.328125 Penalty: 3437.525391
	Iteration 16Q: 3 clusters Score -113514.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -113520.710938 Penalty: 3437.525391
	Iteration 17Q: 3 clusters Score -113520.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -113521.367188 Penalty: 3437.525391
	Iteration 18Q: 3 clusters Score -113521.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113522.156250 Penalty: 3437.525391
	Iteration 19Q: 3 clusters Score -113522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -113525.304688 Penalty: 3437.525391
	Iteration 20F: 3 clusters Score -113525.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113529.765625 Penalty: 3437.525391
	Iteration 21Q: 3 clusters Score -113529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113539.656250 Penalty: 3437.525391
	Iteration 22Q: 3 clusters Score -113539.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113571.476562 Penalty: 3437.525391
	Iteration 23Q: 3 clusters Score -113571.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -113687.648438 Penalty: 3437.525391
	Iteration 24Q: 3 clusters Score -113687.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -114098.273438 Penalty: 3437.525391
	Iteration 25Q: 3 clusters Score -114098.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -114106.890625 Penalty: 3437.525391
	Iteration 26Q: 3 clusters Score -114106.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -114106.890625 Penalty: 3437.525391
	Iteration 27F: 3 clusters Score -114106.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 35979 members 
Mstep: Class 5 contains 604 members 
Mstep: Class 6 contains 217595 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11191 members 
Mstep: Class 10 contains 1608 members 
Mstep: Class 11 contains 13684 members 
Mstep: Class 12 contains 7177 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 34189 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 59805 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12573 members 
Mstep: Class 20 contains 41649 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16611 members 
Mstep: Class 24 contains 193305 members 
Mstep: Class 25 contains 419 members 
Entering Unmasked Estep 
Score: -90821272.000000 Penalty: 83590.781250
Splitting cluster 5 changes total score from -90822256.000000 to -90821272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (217595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217595 members 
Entering Unmasked Estep 
Score: -28371870.000000 Penalty: 3048.016846
	Iteration 0F: 2 clusters Score -2.837187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108956 members 
Mstep: Class 2 contains 108639 members 
Entering Unmasked Estep 
Score: -28232492.000000 Penalty: 6096.033691
	Iteration 0F: 3 clusters Score -2.823249e+07 nChanged 104469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112265 members 
Mstep: Class 2 contains 105330 members 
Entering Unmasked Estep 
Score: -28293512.000000 Penalty: 6096.033691
	Iteration 1F: 3 clusters Score -2.829351e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114235 members 
Mstep: Class 2 contains 103360 members 
Entering Unmasked Estep 
Score: -28294194.000000 Penalty: 6096.033691
	Iteration 2Q: 3 clusters Score -2.829419e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117295 members 
Mstep: Class 2 contains 100300 members 
Entering Unmasked Estep 
Score: -28295294.000000 Penalty: 6096.033691
	Iteration 3Q: 3 clusters Score -2.829529e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122013 members 
Mstep: Class 2 contains 95582 members 
Entering Unmasked Estep 
Score: -28297086.000000 Penalty: 6096.033691
	Iteration 4Q: 3 clusters Score -2.829709e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129286 members 
Mstep: Class 2 contains 88309 members 
Entering Unmasked Estep 
Score: -28299872.000000 Penalty: 6096.033691
	Iteration 5Q: 3 clusters Score -2.829987e+07 nChanged 11155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139953 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -28305462.000000 Penalty: 6096.033691
	Iteration 6F: 3 clusters Score -2.830546e+07 nChanged 14935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154730 members 
Mstep: Class 2 contains 62865 members 
Entering Unmasked Estep 
Score: -28315936.000000 Penalty: 6096.033691
	Iteration 7F: 3 clusters Score -2.831594e+07 nChanged 18481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173197 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -28331018.000000 Penalty: 6096.033691
	Iteration 8F: 3 clusters Score -2.833102e+07 nChanged 18641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191834 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -28347994.000000 Penalty: 6096.033691
	Iteration 9F: 3 clusters Score -2.834799e+07 nChanged 13561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205393 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -28359490.000000 Penalty: 6096.033691
	Iteration 10F: 3 clusters Score -2.835949e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212648 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -28365230.000000 Penalty: 6096.033691
	Iteration 11Q: 3 clusters Score -2.836523e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215716 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -28367614.000000 Penalty: 6096.033691
	Iteration 12Q: 3 clusters Score -2.836761e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216784 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -28368506.000000 Penalty: 6096.033691
	Iteration 13Q: 3 clusters Score -2.836851e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217126 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -28368858.000000 Penalty: 6096.033691
	Iteration 14Q: 3 clusters Score -2.836886e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217235 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -28369028.000000 Penalty: 6096.033691
	Iteration 15Q: 3 clusters Score -2.836903e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217275 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -28369084.000000 Penalty: 6096.033691
	Iteration 16Q: 3 clusters Score -2.836908e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217287 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -28369118.000000 Penalty: 6096.033691
	Iteration 17Q: 3 clusters Score -2.836912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217295 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28369146.000000 Penalty: 6096.033691
	Iteration 18Q: 3 clusters Score -2.836915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217299 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28369142.000000 Penalty: 6096.033691
	Iteration 19Q: 3 clusters Score -2.836914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217302 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -28369160.000000 Penalty: 6096.033691
	Iteration 20F: 3 clusters Score -2.836916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217300 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28369178.000000 Penalty: 6096.033691
	Iteration 21Q: 3 clusters Score -2.836918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217300 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28369178.000000 Penalty: 6096.033691
	Iteration 22Q: 3 clusters Score -2.836918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217300 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28369170.000000 Penalty: 6096.033691
	Iteration 23Q: 3 clusters Score -2.836917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217303 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28369184.000000 Penalty: 6096.033691
	Iteration 24Q: 3 clusters Score -2.836918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217303 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28369184.000000 Penalty: 6096.033691
	Iteration 25F: 3 clusters Score -2.836918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -39392.414062 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -39392.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38061.191406 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -38061.19 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38270.812500 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -38270.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38428.976562 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -38428.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38493.855469 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -38493.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38554.089844 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -38554.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38595.910156 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -38595.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38630.062500 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -38630.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38635.289062 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -38635.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38646.378906 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -38646.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38649.378906 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -38649.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38660.332031 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -38660.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38668.824219 Penalty: 2952.808594
	Iteration 11Q: 3 clusters Score -38668.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38681.609375 Penalty: 2952.808594
	Iteration 12Q: 3 clusters Score -38681.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38699.582031 Penalty: 2952.808594
	Iteration 13Q: 3 clusters Score -38699.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38737.203125 Penalty: 2952.808594
	Iteration 14Q: 3 clusters Score -38737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38775.867188 Penalty: 2952.808594
	Iteration 15Q: 3 clusters Score -38775.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38786.703125 Penalty: 2952.808594
	Iteration 16Q: 3 clusters Score -38786.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38788.375000 Penalty: 2952.808594
	Iteration 17Q: 3 clusters Score -38788.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38798.257812 Penalty: 2952.808594
	Iteration 18Q: 3 clusters Score -38798.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38810.289062 Penalty: 2952.808594
	Iteration 19Q: 3 clusters Score -38810.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38827.375000 Penalty: 2952.808594
	Iteration 20F: 3 clusters Score -38827.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38833.367188 Penalty: 2952.808594
	Iteration 21Q: 3 clusters Score -38833.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38833.367188 Penalty: 2952.808594
	Iteration 22F: 3 clusters Score -38833.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -59548.601562 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -59548.6 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 247 members 
Entering Unmasked Estep 
Score: -58057.363281 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -58057.36 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58202.261719 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -58202.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58253.078125 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -58253.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58269.574219 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -58269.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58277.281250 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -58277.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58279.886719 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -58279.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58279.886719 Penalty: 3072.425049
	Iteration 6F: 3 clusters Score -58279.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Entering Unmasked Estep 
Score: -1480100.875000 Penalty: 2312.070557
	Iteration 0F: 2 clusters Score -1480101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1471705.750000 Penalty: 4624.141113
	Iteration 0F: 3 clusters Score -1471706 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1474298.625000 Penalty: 4624.141113
	Iteration 1F: 3 clusters Score -1474299 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1474630.250000 Penalty: 4624.141113
	Iteration 2F: 3 clusters Score -1474630 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1474842.125000 Penalty: 4624.141113
	Iteration 3Q: 3 clusters Score -1474842 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1475006.750000 Penalty: 4624.141113
	Iteration 4Q: 3 clusters Score -1475007 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1475177.500000 Penalty: 4624.141113
	Iteration 5Q: 3 clusters Score -1475178 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1475332.125000 Penalty: 4624.141113
	Iteration 6Q: 3 clusters Score -1475332 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1475474.125000 Penalty: 4624.141113
	Iteration 7Q: 3 clusters Score -1475474 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1475655.625000 Penalty: 4624.141113
	Iteration 8Q: 3 clusters Score -1475656 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1475892.375000 Penalty: 4624.141113
	Iteration 9Q: 3 clusters Score -1475892 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1476248.375000 Penalty: 4624.141113
	Iteration 10Q: 3 clusters Score -1476248 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1476690.250000 Penalty: 4624.141113
	Iteration 11Q: 3 clusters Score -1476690 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1477087.625000 Penalty: 4624.141113
	Iteration 12Q: 3 clusters Score -1477088 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1477444.250000 Penalty: 4624.141113
	Iteration 13Q: 3 clusters Score -1477444 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1477763.875000 Penalty: 4624.141113
	Iteration 14Q: 3 clusters Score -1477764 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1478037.000000 Penalty: 4624.141113
	Iteration 15Q: 3 clusters Score -1478037 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1478273.750000 Penalty: 4624.141113
	Iteration 16Q: 3 clusters Score -1478274 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1478487.000000 Penalty: 4624.141113
	Iteration 17Q: 3 clusters Score -1478487 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1478692.625000 Penalty: 4624.141113
	Iteration 18Q: 3 clusters Score -1478693 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1478919.125000 Penalty: 4624.141113
	Iteration 19Q: 3 clusters Score -1478919 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1479101.250000 Penalty: 4624.141113
	Iteration 20F: 3 clusters Score -1479101 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1479230.375000 Penalty: 4624.141113
	Iteration 21Q: 3 clusters Score -1479230 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1479299.500000 Penalty: 4624.141113
	Iteration 22Q: 3 clusters Score -1479300 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1479341.250000 Penalty: 4624.141113
	Iteration 23Q: 3 clusters Score -1479341 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1479364.625000 Penalty: 4624.141113
	Iteration 24Q: 3 clusters Score -1479365 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1479383.375000 Penalty: 4624.141113
	Iteration 25Q: 3 clusters Score -1479383 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1479396.250000 Penalty: 4624.141113
	Iteration 26Q: 3 clusters Score -1479396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1479401.750000 Penalty: 4624.141113
	Iteration 27Q: 3 clusters Score -1479402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1479409.125000 Penalty: 4624.141113
	Iteration 28Q: 3 clusters Score -1479409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1479414.125000 Penalty: 4624.141113
	Iteration 29Q: 3 clusters Score -1479414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1479416.000000 Penalty: 4624.141113
	Iteration 30Q: 3 clusters Score -1479416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1479421.125000 Penalty: 4624.141113
	Iteration 31Q: 3 clusters Score -1479421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1479426.000000 Penalty: 4624.141113
	Iteration 32Q: 3 clusters Score -1479426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1479426.125000 Penalty: 4624.141113
	Iteration 33Q: 3 clusters Score -1479426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1479425.500000 Penalty: 4624.141113
	Iteration 34Q: 3 clusters Score -1479426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1479430.375000 Penalty: 4624.141113
	Iteration 35Q: 3 clusters Score -1479430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1479430.875000 Penalty: 4624.141113
	Iteration 36Q: 3 clusters Score -1479431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1479429.000000 Penalty: 4624.141113
	Iteration 37Q: 3 clusters Score -1479429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1479428.375000 Penalty: 4624.141113
	Iteration 38Q: 3 clusters Score -1479428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1479427.250000 Penalty: 4624.141113
	Iteration 39Q: 3 clusters Score -1479427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1479429.000000 Penalty: 4624.141113
	Iteration 40F: 3 clusters Score -1479429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1479432.750000 Penalty: 4624.141113
	Iteration 41Q: 3 clusters Score -1479433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1479431.625000 Penalty: 4624.141113
	Iteration 42Q: 3 clusters Score -1479432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1479431.500000 Penalty: 4624.141113
	Iteration 43Q: 3 clusters Score -1479432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1479431.500000 Penalty: 4624.141113
	Iteration 44F: 3 clusters Score -1479432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Entering Unmasked Estep 
Score: -186328.828125 Penalty: 1830.921143
	Iteration 0F: 2 clusters Score -186328.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -184009.875000 Penalty: 3661.842285
	Iteration 0F: 3 clusters Score -184009.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -184427.890625 Penalty: 3661.842285
	Iteration 1F: 3 clusters Score -184427.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -184585.453125 Penalty: 3661.842285
	Iteration 2F: 3 clusters Score -184585.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -184689.406250 Penalty: 3661.842285
	Iteration 3F: 3 clusters Score -184689.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -184760.937500 Penalty: 3661.842285
	Iteration 4Q: 3 clusters Score -184760.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -184808.921875 Penalty: 3661.842285
	Iteration 5Q: 3 clusters Score -184808.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -184831.968750 Penalty: 3661.842285
	Iteration 6Q: 3 clusters Score -184832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -184849.921875 Penalty: 3661.842285
	Iteration 7Q: 3 clusters Score -184849.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -184860.953125 Penalty: 3661.842285
	Iteration 8Q: 3 clusters Score -184861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -184867.687500 Penalty: 3661.842285
	Iteration 9Q: 3 clusters Score -184867.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -184871.937500 Penalty: 3661.842285
	Iteration 10Q: 3 clusters Score -184871.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -184878.812500 Penalty: 3661.842285
	Iteration 11Q: 3 clusters Score -184878.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -184881.812500 Penalty: 3661.842285
	Iteration 12Q: 3 clusters Score -184881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -184883.890625 Penalty: 3661.842285
	Iteration 13Q: 3 clusters Score -184883.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -184883.890625 Penalty: 3661.842285
	Iteration 14F: 3 clusters Score -184883.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Entering Unmasked Estep 
Score: -1790062.375000 Penalty: 2361.947754
	Iteration 0F: 2 clusters Score -1790062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1780114.625000 Penalty: 4723.895508
	Iteration 0F: 3 clusters Score -1780115 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1783136.625000 Penalty: 4723.895508
	Iteration 1F: 3 clusters Score -1783137 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1783456.625000 Penalty: 4723.895508
	Iteration 2F: 3 clusters Score -1783457 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1783695.250000 Penalty: 4723.895508
	Iteration 3Q: 3 clusters Score -1783695 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1783889.125000 Penalty: 4723.895508
	Iteration 4Q: 3 clusters Score -1783889 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1784099.875000 Penalty: 4723.895508
	Iteration 5Q: 3 clusters Score -1784100 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1784307.250000 Penalty: 4723.895508
	Iteration 6Q: 3 clusters Score -1784307 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1784568.125000 Penalty: 4723.895508
	Iteration 7Q: 3 clusters Score -1784568 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1784997.125000 Penalty: 4723.895508
	Iteration 8Q: 3 clusters Score -1784997 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1785683.625000 Penalty: 4723.895508
	Iteration 9F: 3 clusters Score -1785684 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1786618.375000 Penalty: 4723.895508
	Iteration 10F: 3 clusters Score -1786618 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1787677.750000 Penalty: 4723.895508
	Iteration 11F: 3 clusters Score -1787678 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1788596.875000 Penalty: 4723.895508
	Iteration 12F: 3 clusters Score -1788597 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1789269.125000 Penalty: 4723.895508
	Iteration 13F: 3 clusters Score -1789269 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1789702.625000 Penalty: 4723.895508
	Iteration 14Q: 3 clusters Score -1789703 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1789950.750000 Penalty: 4723.895508
	Iteration 15Q: 3 clusters Score -1789951 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1790124.875000 Penalty: 4723.895508
	Iteration 16Q: 3 clusters Score -1790125 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1790236.000000 Penalty: 4723.895508
	Iteration 17Q: 3 clusters Score -1790236 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1790324.375000 Penalty: 4723.895508
	Iteration 18Q: 3 clusters Score -1790324 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1790396.750000 Penalty: 4723.895508
	Iteration 19Q: 3 clusters Score -1790397 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1790446.875000 Penalty: 4723.895508
	Iteration 20F: 3 clusters Score -1790447 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1790467.000000 Penalty: 4723.895508
	Iteration 21Q: 3 clusters Score -1790467 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1790488.750000 Penalty: 4723.895508
	Iteration 22Q: 3 clusters Score -1790489 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1790502.250000 Penalty: 4723.895508
	Iteration 23Q: 3 clusters Score -1790502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1790504.250000 Penalty: 4723.895508
	Iteration 24Q: 3 clusters Score -1790504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1790512.500000 Penalty: 4723.895508
	Iteration 25Q: 3 clusters Score -1790512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1790520.750000 Penalty: 4723.895508
	Iteration 26Q: 3 clusters Score -1790521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1790526.250000 Penalty: 4723.895508
	Iteration 27Q: 3 clusters Score -1790526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1790527.125000 Penalty: 4723.895508
	Iteration 28Q: 3 clusters Score -1790527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1790532.250000 Penalty: 4723.895508
	Iteration 29Q: 3 clusters Score -1790532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1790532.750000 Penalty: 4723.895508
	Iteration 30Q: 3 clusters Score -1790533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1790536.625000 Penalty: 4723.895508
	Iteration 31Q: 3 clusters Score -1790537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1790535.875000 Penalty: 4723.895508
	Iteration 32Q: 3 clusters Score -1790536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1790538.625000 Penalty: 4723.895508
	Iteration 33Q: 3 clusters Score -1790539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1790536.500000 Penalty: 4723.895508
	Iteration 34Q: 3 clusters Score -1790536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1790536.125000 Penalty: 4723.895508
	Iteration 35Q: 3 clusters Score -1790536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1790535.375000 Penalty: 4723.895508
	Iteration 36Q: 3 clusters Score -1790535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1790532.625000 Penalty: 4723.895508
	Iteration 37Q: 3 clusters Score -1790533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1790534.375000 Penalty: 4723.895508
	Iteration 38Q: 3 clusters Score -1790534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1790534.625000 Penalty: 4723.895508
	Iteration 39Q: 3 clusters Score -1790535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1790535.000000 Penalty: 4723.895508
	Iteration 40F: 3 clusters Score -1790535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1790535.250000 Penalty: 4723.895508
	Iteration 41Q: 3 clusters Score -1790535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1790537.875000 Penalty: 4723.895508
	Iteration 42Q: 3 clusters Score -1790538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1790537.875000 Penalty: 4723.895508
	Iteration 43Q: 3 clusters Score -1790538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1790536.125000 Penalty: 4723.895508
	Iteration 44Q: 3 clusters Score -1790536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1790536.125000 Penalty: 4723.895508
	Iteration 45F: 3 clusters Score -1790536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 35979 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217595 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11191 members 
Mstep: Class 10 contains 1608 members 
Mstep: Class 11 contains 6782 members 
Mstep: Class 12 contains 7177 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 34189 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 59805 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12573 members 
Mstep: Class 20 contains 41649 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16611 members 
Mstep: Class 24 contains 193305 members 
Mstep: Class 25 contains 6902 members 
Entering Unmasked Estep 
Score: -90821784.000000 Penalty: 83590.781250
Splitting cluster 11 changes total score from -90822256.000000 to -90821784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (7177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Entering Unmasked Estep 
Score: -938422.937500 Penalty: 2201.901855
	Iteration 0F: 2 clusters Score -938422.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -932543.562500 Penalty: 4403.803711
	Iteration 0F: 3 clusters Score -932543.6 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -934057.500000 Penalty: 4403.803711
	Iteration 1F: 3 clusters Score -934057.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -934311.125000 Penalty: 4403.803711
	Iteration 2F: 3 clusters Score -934311.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -934489.250000 Penalty: 4403.803711
	Iteration 3F: 3 clusters Score -934489.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -934624.125000 Penalty: 4403.803711
	Iteration 4Q: 3 clusters Score -934624.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -934724.187500 Penalty: 4403.803711
	Iteration 5Q: 3 clusters Score -934724.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -934807.187500 Penalty: 4403.803711
	Iteration 6Q: 3 clusters Score -934807.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -934867.875000 Penalty: 4403.803711
	Iteration 7Q: 3 clusters Score -934867.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -934917.562500 Penalty: 4403.803711
	Iteration 8Q: 3 clusters Score -934917.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -934960.312500 Penalty: 4403.803711
	Iteration 9Q: 3 clusters Score -934960.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -935012.500000 Penalty: 4403.803711
	Iteration 10Q: 3 clusters Score -935012.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -935067.625000 Penalty: 4403.803711
	Iteration 11Q: 3 clusters Score -935067.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -935143.000000 Penalty: 4403.803711
	Iteration 12Q: 3 clusters Score -935143 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -935216.250000 Penalty: 4403.803711
	Iteration 13Q: 3 clusters Score -935216.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -935292.000000 Penalty: 4403.803711
	Iteration 14Q: 3 clusters Score -935292 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -935377.937500 Penalty: 4403.803711
	Iteration 15Q: 3 clusters Score -935377.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -935478.812500 Penalty: 4403.803711
	Iteration 16Q: 3 clusters Score -935478.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -935568.875000 Penalty: 4403.803711
	Iteration 17Q: 3 clusters Score -935568.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -935644.812500 Penalty: 4403.803711
	Iteration 18Q: 3 clusters Score -935644.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -935719.375000 Penalty: 4403.803711
	Iteration 19Q: 3 clusters Score -935719.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -935805.750000 Penalty: 4403.803711
	Iteration 20F: 3 clusters Score -935805.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -935879.875000 Penalty: 4403.803711
	Iteration 21Q: 3 clusters Score -935879.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -935928.437500 Penalty: 4403.803711
	Iteration 22Q: 3 clusters Score -935928.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -935956.625000 Penalty: 4403.803711
	Iteration 23Q: 3 clusters Score -935956.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -935986.625000 Penalty: 4403.803711
	Iteration 24Q: 3 clusters Score -935986.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -936008.687500 Penalty: 4403.803711
	Iteration 25Q: 3 clusters Score -936008.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -936037.000000 Penalty: 4403.803711
	Iteration 26Q: 3 clusters Score -936037 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -936053.500000 Penalty: 4403.803711
	Iteration 27Q: 3 clusters Score -936053.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -936069.562500 Penalty: 4403.803711
	Iteration 28Q: 3 clusters Score -936069.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -936077.625000 Penalty: 4403.803711
	Iteration 29Q: 3 clusters Score -936077.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -936094.000000 Penalty: 4403.803711
	Iteration 30Q: 3 clusters Score -936094 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -936111.750000 Penalty: 4403.803711
	Iteration 31Q: 3 clusters Score -936111.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -936124.000000 Penalty: 4403.803711
	Iteration 32Q: 3 clusters Score -936124 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -936133.437500 Penalty: 4403.803711
	Iteration 33Q: 3 clusters Score -936133.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -936140.812500 Penalty: 4403.803711
	Iteration 34Q: 3 clusters Score -936140.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -936144.000000 Penalty: 4403.803711
	Iteration 35Q: 3 clusters Score -936144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -936145.687500 Penalty: 4403.803711
	Iteration 36Q: 3 clusters Score -936145.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -936148.375000 Penalty: 4403.803711
	Iteration 37Q: 3 clusters Score -936148.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -936152.375000 Penalty: 4403.803711
	Iteration 38Q: 3 clusters Score -936152.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -936156.625000 Penalty: 4403.803711
	Iteration 39Q: 3 clusters Score -936156.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -936161.250000 Penalty: 4403.803711
	Iteration 40F: 3 clusters Score -936161.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -936165.812500 Penalty: 4403.803711
	Iteration 41Q: 3 clusters Score -936165.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -936173.250000 Penalty: 4403.803711
	Iteration 42Q: 3 clusters Score -936173.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -936181.687500 Penalty: 4403.803711
	Iteration 43Q: 3 clusters Score -936181.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -936191.750000 Penalty: 4403.803711
	Iteration 44Q: 3 clusters Score -936191.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -936204.625000 Penalty: 4403.803711
	Iteration 45Q: 3 clusters Score -936204.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -936218.375000 Penalty: 4403.803711
	Iteration 46Q: 3 clusters Score -936218.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -936233.937500 Penalty: 4403.803711
	Iteration 47Q: 3 clusters Score -936233.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -936254.875000 Penalty: 4403.803711
	Iteration 48Q: 3 clusters Score -936254.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -936273.437500 Penalty: 4403.803711
	Iteration 49Q: 3 clusters Score -936273.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -936293.687500 Penalty: 4403.803711
	Iteration 50Q: 3 clusters Score -936293.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -936310.562500 Penalty: 4403.803711
	Iteration 51Q: 3 clusters Score -936310.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -936321.687500 Penalty: 4403.803711
	Iteration 52Q: 3 clusters Score -936321.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -936330.812500 Penalty: 4403.803711
	Iteration 53Q: 3 clusters Score -936330.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -936338.062500 Penalty: 4403.803711
	Iteration 54Q: 3 clusters Score -936338.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -936342.125000 Penalty: 4403.803711
	Iteration 55Q: 3 clusters Score -936342.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -936346.812500 Penalty: 4403.803711
	Iteration 56Q: 3 clusters Score -936346.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -936352.375000 Penalty: 4403.803711
	Iteration 57Q: 3 clusters Score -936352.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -936356.562500 Penalty: 4403.803711
	Iteration 58Q: 3 clusters Score -936356.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -936361.750000 Penalty: 4403.803711
	Iteration 59Q: 3 clusters Score -936361.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -936366.062500 Penalty: 4403.803711
	Iteration 60F: 3 clusters Score -936366.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -936376.750000 Penalty: 4403.803711
	Iteration 61Q: 3 clusters Score -936376.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -936384.000000 Penalty: 4403.803711
	Iteration 62Q: 3 clusters Score -936384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -936388.937500 Penalty: 4403.803711
	Iteration 63Q: 3 clusters Score -936388.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -936398.875000 Penalty: 4403.803711
	Iteration 64Q: 3 clusters Score -936398.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -936410.750000 Penalty: 4403.803711
	Iteration 65Q: 3 clusters Score -936410.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -936426.375000 Penalty: 4403.803711
	Iteration 66Q: 3 clusters Score -936426.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -936437.375000 Penalty: 4403.803711
	Iteration 67Q: 3 clusters Score -936437.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -936447.000000 Penalty: 4403.803711
	Iteration 68Q: 3 clusters Score -936447 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -936461.375000 Penalty: 4403.803711
	Iteration 69Q: 3 clusters Score -936461.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -936474.187500 Penalty: 4403.803711
	Iteration 70Q: 3 clusters Score -936474.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -936481.437500 Penalty: 4403.803711
	Iteration 71Q: 3 clusters Score -936481.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -936492.062500 Penalty: 4403.803711
	Iteration 72Q: 3 clusters Score -936492.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -936494.875000 Penalty: 4403.803711
	Iteration 73Q: 3 clusters Score -936494.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -936498.437500 Penalty: 4403.803711
	Iteration 74Q: 3 clusters Score -936498.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -936500.500000 Penalty: 4403.803711
	Iteration 75Q: 3 clusters Score -936500.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -936500.437500 Penalty: 4403.803711
	Iteration 76Q: 3 clusters Score -936500.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -936501.875000 Penalty: 4403.803711
	Iteration 77Q: 3 clusters Score -936501.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -936501.875000 Penalty: 4403.803711
	Iteration 78F: 3 clusters Score -936501.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Entering Unmasked Estep 
Score: -860158.750000 Penalty: 2190.626465
	Iteration 0F: 2 clusters Score -860158.8 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 3474 members 
Entering Unmasked Estep 
Score: -854510.687500 Penalty: 4381.252930
	Iteration 0F: 3 clusters Score -854510.7 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -855898.750000 Penalty: 4381.252930
	Iteration 1F: 3 clusters Score -855898.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -856118.125000 Penalty: 4381.252930
	Iteration 2F: 3 clusters Score -856118.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -856336.437500 Penalty: 4381.252930
	Iteration 3Q: 3 clusters Score -856336.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -856621.000000 Penalty: 4381.252930
	Iteration 4Q: 3 clusters Score -856621 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -856922.562500 Penalty: 4381.252930
	Iteration 5F: 3 clusters Score -856922.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -857213.562500 Penalty: 4381.252930
	Iteration 6F: 3 clusters Score -857213.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -857538.125000 Penalty: 4381.252930
	Iteration 7F: 3 clusters Score -857538.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -857851.937500 Penalty: 4381.252930
	Iteration 8F: 3 clusters Score -857851.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -858110.000000 Penalty: 4381.252930
	Iteration 9F: 3 clusters Score -858110 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -858342.812500 Penalty: 4381.252930
	Iteration 10Q: 3 clusters Score -858342.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -858520.125000 Penalty: 4381.252930
	Iteration 11Q: 3 clusters Score -858520.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -858667.312500 Penalty: 4381.252930
	Iteration 12Q: 3 clusters Score -858667.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -858760.937500 Penalty: 4381.252930
	Iteration 13Q: 3 clusters Score -858760.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -858818.500000 Penalty: 4381.252930
	Iteration 14Q: 3 clusters Score -858818.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -858851.625000 Penalty: 4381.252930
	Iteration 15Q: 3 clusters Score -858851.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -858884.937500 Penalty: 4381.252930
	Iteration 16Q: 3 clusters Score -858884.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -858915.312500 Penalty: 4381.252930
	Iteration 17Q: 3 clusters Score -858915.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -858929.875000 Penalty: 4381.252930
	Iteration 18Q: 3 clusters Score -858929.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -858941.125000 Penalty: 4381.252930
	Iteration 19Q: 3 clusters Score -858941.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -858947.937500 Penalty: 4381.252930
	Iteration 20F: 3 clusters Score -858947.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -858954.375000 Penalty: 4381.252930
	Iteration 21Q: 3 clusters Score -858954.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -858952.000000 Penalty: 4381.252930
	Iteration 22Q: 3 clusters Score -858952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -858954.375000 Penalty: 4381.252930
	Iteration 23Q: 3 clusters Score -858954.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -858955.437500 Penalty: 4381.252930
	Iteration 24Q: 3 clusters Score -858955.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -858956.187500 Penalty: 4381.252930
	Iteration 25Q: 3 clusters Score -858956.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -858956.187500 Penalty: 4381.252930
	Iteration 26F: 3 clusters Score -858956.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Entering Unmasked Estep 
Score: -3170214.000000 Penalty: 2524.663818
	Iteration 0F: 2 clusters Score -3170214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -3152057.000000 Penalty: 5049.327637
	Iteration 0F: 3 clusters Score -3152057 nChanged 11767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -3158533.250000 Penalty: 5049.327637
	Iteration 1F: 3 clusters Score -3158533 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3159297.500000 Penalty: 5049.327637
	Iteration 2F: 3 clusters Score -3159298 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -3160123.750000 Penalty: 5049.327637
	Iteration 3F: 3 clusters Score -3160124 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -3161024.500000 Penalty: 5049.327637
	Iteration 4F: 3 clusters Score -3161024 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3161862.750000 Penalty: 5049.327637
	Iteration 5F: 3 clusters Score -3161863 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -3162681.500000 Penalty: 5049.327637
	Iteration 6F: 3 clusters Score -3162682 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3163381.500000 Penalty: 5049.327637
	Iteration 7F: 3 clusters Score -3163382 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3163908.000000 Penalty: 5049.327637
	Iteration 8Q: 3 clusters Score -3163908 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3164382.750000 Penalty: 5049.327637
	Iteration 9Q: 3 clusters Score -3164383 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3164782.250000 Penalty: 5049.327637
	Iteration 10Q: 3 clusters Score -3164782 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -3165185.000000 Penalty: 5049.327637
	Iteration 11Q: 3 clusters Score -3165185 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -3165550.750000 Penalty: 5049.327637
	Iteration 12Q: 3 clusters Score -3165551 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -3165872.750000 Penalty: 5049.327637
	Iteration 13Q: 3 clusters Score -3165873 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3166100.750000 Penalty: 5049.327637
	Iteration 14Q: 3 clusters Score -3166101 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3166264.500000 Penalty: 5049.327637
	Iteration 15Q: 3 clusters Score -3166264 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3166388.750000 Penalty: 5049.327637
	Iteration 16Q: 3 clusters Score -3166389 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -3166460.000000 Penalty: 5049.327637
	Iteration 17Q: 3 clusters Score -3166460 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -3166546.750000 Penalty: 5049.327637
	Iteration 18Q: 3 clusters Score -3166547 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -3166595.750000 Penalty: 5049.327637
	Iteration 19Q: 3 clusters Score -3166596 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -3166649.500000 Penalty: 5049.327637
	Iteration 20F: 3 clusters Score -3166650 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -3166662.500000 Penalty: 5049.327637
	Iteration 21Q: 3 clusters Score -3166662 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -3166673.750000 Penalty: 5049.327637
	Iteration 22Q: 3 clusters Score -3166674 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -3166705.500000 Penalty: 5049.327637
	Iteration 23Q: 3 clusters Score -3166706 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -3166712.750000 Penalty: 5049.327637
	Iteration 24Q: 3 clusters Score -3166713 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3166722.250000 Penalty: 5049.327637
	Iteration 25Q: 3 clusters Score -3166722 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3166736.750000 Penalty: 5049.327637
	Iteration 26Q: 3 clusters Score -3166737 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -3166751.500000 Penalty: 5049.327637
	Iteration 27Q: 3 clusters Score -3166752 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -3166771.000000 Penalty: 5049.327637
	Iteration 28Q: 3 clusters Score -3166771 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3166783.500000 Penalty: 5049.327637
	Iteration 29Q: 3 clusters Score -3166784 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3166793.500000 Penalty: 5049.327637
	Iteration 30Q: 3 clusters Score -3166794 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3166805.750000 Penalty: 5049.327637
	Iteration 31Q: 3 clusters Score -3166806 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3166824.500000 Penalty: 5049.327637
	Iteration 32Q: 3 clusters Score -3166824 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3166846.500000 Penalty: 5049.327637
	Iteration 33Q: 3 clusters Score -3166846 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -3166877.000000 Penalty: 5049.327637
	Iteration 34Q: 3 clusters Score -3166877 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3166916.250000 Penalty: 5049.327637
	Iteration 35Q: 3 clusters Score -3166916 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3166943.500000 Penalty: 5049.327637
	Iteration 36Q: 3 clusters Score -3166944 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3166992.000000 Penalty: 5049.327637
	Iteration 37Q: 3 clusters Score -3166992 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -3167030.000000 Penalty: 5049.327637
	Iteration 38Q: 3 clusters Score -3167030 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -3167072.500000 Penalty: 5049.327637
	Iteration 39Q: 3 clusters Score -3167072 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -3167097.500000 Penalty: 5049.327637
	Iteration 40F: 3 clusters Score -3167098 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -3167145.500000 Penalty: 5049.327637
	Iteration 41Q: 3 clusters Score -3167146 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -3167175.000000 Penalty: 5049.327637
	Iteration 42Q: 3 clusters Score -3167175 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3167214.000000 Penalty: 5049.327637
	Iteration 43Q: 3 clusters Score -3167214 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3167245.750000 Penalty: 5049.327637
	Iteration 44Q: 3 clusters Score -3167246 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -3167277.000000 Penalty: 5049.327637
	Iteration 45Q: 3 clusters Score -3167277 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -3167294.250000 Penalty: 5049.327637
	Iteration 46Q: 3 clusters Score -3167294 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3167326.000000 Penalty: 5049.327637
	Iteration 47Q: 3 clusters Score -3167326 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3167354.000000 Penalty: 5049.327637
	Iteration 48Q: 3 clusters Score -3167354 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -3167382.250000 Penalty: 5049.327637
	Iteration 49Q: 3 clusters Score -3167382 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -3167412.250000 Penalty: 5049.327637
	Iteration 50Q: 3 clusters Score -3167412 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -3167446.500000 Penalty: 5049.327637
	Iteration 51Q: 3 clusters Score -3167446 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -3167466.000000 Penalty: 5049.327637
	Iteration 52Q: 3 clusters Score -3167466 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -3167490.500000 Penalty: 5049.327637
	Iteration 53Q: 3 clusters Score -3167490 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3167522.250000 Penalty: 5049.327637
	Iteration 54Q: 3 clusters Score -3167522 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -3167547.500000 Penalty: 5049.327637
	Iteration 55Q: 3 clusters Score -3167548 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -3167595.500000 Penalty: 5049.327637
	Iteration 56Q: 3 clusters Score -3167596 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -3167634.750000 Penalty: 5049.327637
	Iteration 57Q: 3 clusters Score -3167635 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -3167685.000000 Penalty: 5049.327637
	Iteration 58Q: 3 clusters Score -3167685 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3167713.750000 Penalty: 5049.327637
	Iteration 59Q: 3 clusters Score -3167714 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -3167756.500000 Penalty: 5049.327637
	Iteration 60F: 3 clusters Score -3167756 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -3167789.750000 Penalty: 5049.327637
	Iteration 61Q: 3 clusters Score -3167790 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3167811.750000 Penalty: 5049.327637
	Iteration 62Q: 3 clusters Score -3167812 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -3167846.250000 Penalty: 5049.327637
	Iteration 63Q: 3 clusters Score -3167846 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3167867.500000 Penalty: 5049.327637
	Iteration 64Q: 3 clusters Score -3167868 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3167895.250000 Penalty: 5049.327637
	Iteration 65Q: 3 clusters Score -3167895 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3167914.000000 Penalty: 5049.327637
	Iteration 66Q: 3 clusters Score -3167914 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3167939.750000 Penalty: 5049.327637
	Iteration 67Q: 3 clusters Score -3167940 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3167970.750000 Penalty: 5049.327637
	Iteration 68Q: 3 clusters Score -3167971 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3167995.250000 Penalty: 5049.327637
	Iteration 69Q: 3 clusters Score -3167995 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3168023.250000 Penalty: 5049.327637
	Iteration 70Q: 3 clusters Score -3168023 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3168052.250000 Penalty: 5049.327637
	Iteration 71Q: 3 clusters Score -3168052 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3168091.250000 Penalty: 5049.327637
	Iteration 72Q: 3 clusters Score -3168091 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3168110.750000 Penalty: 5049.327637
	Iteration 73Q: 3 clusters Score -3168111 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3168150.750000 Penalty: 5049.327637
	Iteration 74Q: 3 clusters Score -3168151 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3168182.500000 Penalty: 5049.327637
	Iteration 75Q: 3 clusters Score -3168182 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3168215.500000 Penalty: 5049.327637
	Iteration 76Q: 3 clusters Score -3168216 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3168246.000000 Penalty: 5049.327637
	Iteration 77Q: 3 clusters Score -3168246 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3168282.750000 Penalty: 5049.327637
	Iteration 78Q: 3 clusters Score -3168283 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3168309.500000 Penalty: 5049.327637
	Iteration 79Q: 3 clusters Score -3168310 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3168329.000000 Penalty: 5049.327637
	Iteration 80F: 3 clusters Score -3168329 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3168361.500000 Penalty: 5049.327637
	Iteration 81Q: 3 clusters Score -3168362 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3168383.750000 Penalty: 5049.327637
	Iteration 82Q: 3 clusters Score -3168384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3168397.750000 Penalty: 5049.327637
	Iteration 83Q: 3 clusters Score -3168398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3168425.250000 Penalty: 5049.327637
	Iteration 84Q: 3 clusters Score -3168425 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3168428.000000 Penalty: 5049.327637
	Iteration 85Q: 3 clusters Score -3168428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3168441.500000 Penalty: 5049.327637
	Iteration 86Q: 3 clusters Score -3168442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3168461.500000 Penalty: 5049.327637
	Iteration 87Q: 3 clusters Score -3168462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3168472.250000 Penalty: 5049.327637
	Iteration 88Q: 3 clusters Score -3168472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3168471.750000 Penalty: 5049.327637
	Iteration 89Q: 3 clusters Score -3168472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3168479.750000 Penalty: 5049.327637
	Iteration 90Q: 3 clusters Score -3168480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3168496.000000 Penalty: 5049.327637
	Iteration 91Q: 3 clusters Score -3168496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3168492.750000 Penalty: 5049.327637
	Iteration 92Q: 3 clusters Score -3168493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3168499.750000 Penalty: 5049.327637
	Iteration 93Q: 3 clusters Score -3168500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3168513.750000 Penalty: 5049.327637
	Iteration 94Q: 3 clusters Score -3168514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3168517.250000 Penalty: 5049.327637
	Iteration 95Q: 3 clusters Score -3168517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3168525.500000 Penalty: 5049.327637
	Iteration 96Q: 3 clusters Score -3168526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3168538.750000 Penalty: 5049.327637
	Iteration 97Q: 3 clusters Score -3168539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3168539.000000 Penalty: 5049.327637
	Iteration 98Q: 3 clusters Score -3168539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3168547.500000 Penalty: 5049.327637
	Iteration 99Q: 3 clusters Score -3168548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3168546.500000 Penalty: 5049.327637
	Iteration 100F: 3 clusters Score -3168546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3168558.500000 Penalty: 5049.327637
	Iteration 101Q: 3 clusters Score -3168558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3168553.750000 Penalty: 5049.327637
	Iteration 102Q: 3 clusters Score -3168554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3168555.750000 Penalty: 5049.327637
	Iteration 103Q: 3 clusters Score -3168556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3168567.000000 Penalty: 5049.327637
	Iteration 104Q: 3 clusters Score -3168567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3168569.000000 Penalty: 5049.327637
	Iteration 105Q: 3 clusters Score -3168569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3168572.000000 Penalty: 5049.327637
	Iteration 106Q: 3 clusters Score -3168572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3168579.000000 Penalty: 5049.327637
	Iteration 107Q: 3 clusters Score -3168579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3168583.250000 Penalty: 5049.327637
	Iteration 108Q: 3 clusters Score -3168583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3168576.250000 Penalty: 5049.327637
	Iteration 109Q: 3 clusters Score -3168576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3168583.000000 Penalty: 5049.327637
	Iteration 110Q: 3 clusters Score -3168583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3168582.000000 Penalty: 5049.327637
	Iteration 111Q: 3 clusters Score -3168582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3168581.500000 Penalty: 5049.327637
	Iteration 112Q: 3 clusters Score -3168582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3168581.750000 Penalty: 5049.327637
	Iteration 113Q: 3 clusters Score -3168582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3168582.000000 Penalty: 5049.327637
	Iteration 114Q: 3 clusters Score -3168582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3168582.250000 Penalty: 5049.327637
	Iteration 115Q: 3 clusters Score -3168582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3168585.250000 Penalty: 5049.327637
	Iteration 116Q: 3 clusters Score -3168585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3168587.750000 Penalty: 5049.327637
	Iteration 117Q: 3 clusters Score -3168588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3168587.250000 Penalty: 5049.327637
	Iteration 118Q: 3 clusters Score -3168587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3168588.000000 Penalty: 5049.327637
	Iteration 119Q: 3 clusters Score -3168588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3168588.000000 Penalty: 5049.327637
	Iteration 120F: 3 clusters Score -3168588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3168589.500000 Penalty: 5049.327637
	Iteration 121Q: 3 clusters Score -3168590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3168591.250000 Penalty: 5049.327637
	Iteration 122Q: 3 clusters Score -3168591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3168593.750000 Penalty: 5049.327637
	Iteration 123Q: 3 clusters Score -3168594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3168593.750000 Penalty: 5049.327637
	Iteration 124F: 3 clusters Score -3168594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Entering Unmasked Estep 
Score: -4272140.500000 Penalty: 2589.035400
	Iteration 0F: 2 clusters Score -4272140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -4248892.500000 Penalty: 5178.070801
	Iteration 0F: 3 clusters Score -4248892 nChanged 15522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -4257450.000000 Penalty: 5178.070801
	Iteration 1F: 3 clusters Score -4257450 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -4258131.000000 Penalty: 5178.070801
	Iteration 2F: 3 clusters Score -4258131 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -4258922.500000 Penalty: 5178.070801
	Iteration 3Q: 3 clusters Score -4258922 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -4259832.500000 Penalty: 5178.070801
	Iteration 4F: 3 clusters Score -4259832 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -4260856.500000 Penalty: 5178.070801
	Iteration 5F: 3 clusters Score -4260856 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -4261874.000000 Penalty: 5178.070801
	Iteration 6F: 3 clusters Score -4261874 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -4262893.500000 Penalty: 5178.070801
	Iteration 7F: 3 clusters Score -4262894 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -4263763.000000 Penalty: 5178.070801
	Iteration 8F: 3 clusters Score -4263763 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -4264477.500000 Penalty: 5178.070801
	Iteration 9Q: 3 clusters Score -4264478 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -4264979.000000 Penalty: 5178.070801
	Iteration 10Q: 3 clusters Score -4264979 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -4265443.000000 Penalty: 5178.070801
	Iteration 11Q: 3 clusters Score -4265443 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -4265794.000000 Penalty: 5178.070801
	Iteration 12Q: 3 clusters Score -4265794 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -4266107.000000 Penalty: 5178.070801
	Iteration 13Q: 3 clusters Score -4266107 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -4266497.500000 Penalty: 5178.070801
	Iteration 14Q: 3 clusters Score -4266498 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -4266916.000000 Penalty: 5178.070801
	Iteration 15Q: 3 clusters Score -4266916 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -4267385.500000 Penalty: 5178.070801
	Iteration 16Q: 3 clusters Score -4267386 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -4267907.000000 Penalty: 5178.070801
	Iteration 17Q: 3 clusters Score -4267907 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -4268419.000000 Penalty: 5178.070801
	Iteration 18Q: 3 clusters Score -4268419 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -4268984.000000 Penalty: 5178.070801
	Iteration 19Q: 3 clusters Score -4268984 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -4269667.000000 Penalty: 5178.070801
	Iteration 20F: 3 clusters Score -4269667 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -4270491.000000 Penalty: 5178.070801
	Iteration 21Q: 3 clusters Score -4270491 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -4271184.500000 Penalty: 5178.070801
	Iteration 22Q: 3 clusters Score -4271184 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -4271654.500000 Penalty: 5178.070801
	Iteration 23Q: 3 clusters Score -4271654 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -4271860.500000 Penalty: 5178.070801
	Iteration 24Q: 3 clusters Score -4271860 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -4271970.000000 Penalty: 5178.070801
	Iteration 25Q: 3 clusters Score -4271970 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -4272016.000000 Penalty: 5178.070801
	Iteration 26Q: 3 clusters Score -4272016 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -4272037.500000 Penalty: 5178.070801
	Iteration 27Q: 3 clusters Score -4272038 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -4272060.500000 Penalty: 5178.070801
	Iteration 28Q: 3 clusters Score -4272060 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -4272054.000000 Penalty: 5178.070801
	Iteration 29Q: 3 clusters Score -4272054 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -4272070.000000 Penalty: 5178.070801
	Iteration 30Q: 3 clusters Score -4272070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -4272079.000000 Penalty: 5178.070801
	Iteration 31Q: 3 clusters Score -4272079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -4272074.000000 Penalty: 5178.070801
	Iteration 32Q: 3 clusters Score -4272074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -4272071.000000 Penalty: 5178.070801
	Iteration 33Q: 3 clusters Score -4272071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -4272071.000000 Penalty: 5178.070801
	Iteration 34Q: 3 clusters Score -4272071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -4272076.000000 Penalty: 5178.070801
	Iteration 35Q: 3 clusters Score -4272076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -4272073.000000 Penalty: 5178.070801
	Iteration 36Q: 3 clusters Score -4272073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -4272077.000000 Penalty: 5178.070801
	Iteration 37Q: 3 clusters Score -4272077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -4272074.000000 Penalty: 5178.070801
	Iteration 38Q: 3 clusters Score -4272074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -4272076.500000 Penalty: 5178.070801
	Iteration 39Q: 3 clusters Score -4272076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -4272080.500000 Penalty: 5178.070801
	Iteration 40F: 3 clusters Score -4272080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -4272074.000000 Penalty: 5178.070801
	Iteration 41Q: 3 clusters Score -4272074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -4272074.000000 Penalty: 5178.070801
	Iteration 42F: 3 clusters Score -4272074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Entering Unmasked Estep 
Score: -1000153.750000 Penalty: 2213.907959
	Iteration 0F: 2 clusters Score -1000154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -994080.437500 Penalty: 4427.815918
	Iteration 0F: 3 clusters Score -994080.4 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -995766.250000 Penalty: 4427.815918
	Iteration 1F: 3 clusters Score -995766.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -995999.687500 Penalty: 4427.815918
	Iteration 2F: 3 clusters Score -995999.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -996172.812500 Penalty: 4427.815918
	Iteration 3Q: 3 clusters Score -996172.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -996299.562500 Penalty: 4427.815918
	Iteration 4Q: 3 clusters Score -996299.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -996404.250000 Penalty: 4427.815918
	Iteration 5Q: 3 clusters Score -996404.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -996514.937500 Penalty: 4427.815918
	Iteration 6Q: 3 clusters Score -996514.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -996651.250000 Penalty: 4427.815918
	Iteration 7Q: 3 clusters Score -996651.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -996823.062500 Penalty: 4427.815918
	Iteration 8Q: 3 clusters Score -996823.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -997039.125000 Penalty: 4427.815918
	Iteration 9Q: 3 clusters Score -997039.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -997326.312500 Penalty: 4427.815918
	Iteration 10Q: 3 clusters Score -997326.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -997583.625000 Penalty: 4427.815918
	Iteration 11Q: 3 clusters Score -997583.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -997785.812500 Penalty: 4427.815918
	Iteration 12Q: 3 clusters Score -997785.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -997936.000000 Penalty: 4427.815918
	Iteration 13Q: 3 clusters Score -997936 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -998058.062500 Penalty: 4427.815918
	Iteration 14Q: 3 clusters Score -998058.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -998150.125000 Penalty: 4427.815918
	Iteration 15Q: 3 clusters Score -998150.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -998206.687500 Penalty: 4427.815918
	Iteration 16Q: 3 clusters Score -998206.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -998251.000000 Penalty: 4427.815918
	Iteration 17Q: 3 clusters Score -998251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -998271.687500 Penalty: 4427.815918
	Iteration 18Q: 3 clusters Score -998271.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -998283.375000 Penalty: 4427.815918
	Iteration 19Q: 3 clusters Score -998283.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -998298.625000 Penalty: 4427.815918
	Iteration 20F: 3 clusters Score -998298.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -998313.875000 Penalty: 4427.815918
	Iteration 21Q: 3 clusters Score -998313.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -998333.187500 Penalty: 4427.815918
	Iteration 22Q: 3 clusters Score -998333.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -998340.437500 Penalty: 4427.815918
	Iteration 23Q: 3 clusters Score -998340.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -998348.875000 Penalty: 4427.815918
	Iteration 24Q: 3 clusters Score -998348.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -998358.687500 Penalty: 4427.815918
	Iteration 25Q: 3 clusters Score -998358.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -998367.250000 Penalty: 4427.815918
	Iteration 26Q: 3 clusters Score -998367.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -998369.937500 Penalty: 4427.815918
	Iteration 27Q: 3 clusters Score -998369.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -998372.187500 Penalty: 4427.815918
	Iteration 28Q: 3 clusters Score -998372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -998375.812500 Penalty: 4427.815918
	Iteration 29Q: 3 clusters Score -998375.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -998376.500000 Penalty: 4427.815918
	Iteration 30Q: 3 clusters Score -998376.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -998376.750000 Penalty: 4427.815918
	Iteration 31Q: 3 clusters Score -998376.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -998376.750000 Penalty: 4427.815918
	Iteration 32F: 3 clusters Score -998376.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (59805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59805 members 
Entering Unmasked Estep 
Score: -7652712.000000 Penalty: 2727.713379
	Iteration 0F: 2 clusters Score -7652712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -7612881.000000 Penalty: 5455.426758
	Iteration 0F: 3 clusters Score -7612881 nChanged 27607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -7628124.500000 Penalty: 5455.426758
	Iteration 1F: 3 clusters Score -7628124 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -7628536.500000 Penalty: 5455.426758
	Iteration 2Q: 3 clusters Score -7628536 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -7628946.000000 Penalty: 5455.426758
	Iteration 3Q: 3 clusters Score -7628946 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -7629235.000000 Penalty: 5455.426758
	Iteration 4Q: 3 clusters Score -7629235 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -7629544.000000 Penalty: 5455.426758
	Iteration 5Q: 3 clusters Score -7629544 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -7629803.000000 Penalty: 5455.426758
	Iteration 6Q: 3 clusters Score -7629803 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -7630103.000000 Penalty: 5455.426758
	Iteration 7Q: 3 clusters Score -7630103 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -7630424.500000 Penalty: 5455.426758
	Iteration 8Q: 3 clusters Score -7630424 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -7630797.000000 Penalty: 5455.426758
	Iteration 9Q: 3 clusters Score -7630797 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -7631245.500000 Penalty: 5455.426758
	Iteration 10Q: 3 clusters Score -7631246 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -7631871.500000 Penalty: 5455.426758
	Iteration 11Q: 3 clusters Score -7631872 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -7632564.000000 Penalty: 5455.426758
	Iteration 12Q: 3 clusters Score -7632564 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -7633504.000000 Penalty: 5455.426758
	Iteration 13Q: 3 clusters Score -7633504 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -7634610.000000 Penalty: 5455.426758
	Iteration 14Q: 3 clusters Score -7634610 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -7636053.500000 Penalty: 5455.426758
	Iteration 15Q: 3 clusters Score -7636054 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -7637720.500000 Penalty: 5455.426758
	Iteration 16Q: 3 clusters Score -7637720 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -7639374.000000 Penalty: 5455.426758
	Iteration 17Q: 3 clusters Score -7639374 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -7640798.500000 Penalty: 5455.426758
	Iteration 18Q: 3 clusters Score -7640798 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -7641968.000000 Penalty: 5455.426758
	Iteration 19Q: 3 clusters Score -7641968 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -7642753.000000 Penalty: 5455.426758
	Iteration 20F: 3 clusters Score -7642753 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -7643501.500000 Penalty: 5455.426758
	Iteration 21Q: 3 clusters Score -7643502 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -7644151.500000 Penalty: 5455.426758
	Iteration 22Q: 3 clusters Score -7644152 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -7644720.500000 Penalty: 5455.426758
	Iteration 23Q: 3 clusters Score -7644720 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -7645301.000000 Penalty: 5455.426758
	Iteration 24Q: 3 clusters Score -7645301 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -7645918.000000 Penalty: 5455.426758
	Iteration 25Q: 3 clusters Score -7645918 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -7646507.500000 Penalty: 5455.426758
	Iteration 26Q: 3 clusters Score -7646508 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -7647150.000000 Penalty: 5455.426758
	Iteration 27Q: 3 clusters Score -7647150 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -7647739.000000 Penalty: 5455.426758
	Iteration 28Q: 3 clusters Score -7647739 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -7648252.500000 Penalty: 5455.426758
	Iteration 29Q: 3 clusters Score -7648252 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56277 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -7648720.500000 Penalty: 5455.426758
	Iteration 30Q: 3 clusters Score -7648720 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -7649088.000000 Penalty: 5455.426758
	Iteration 31Q: 3 clusters Score -7649088 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57186 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -7649396.500000 Penalty: 5455.426758
	Iteration 32Q: 3 clusters Score -7649396 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7649595.500000 Penalty: 5455.426758
	Iteration 33Q: 3 clusters Score -7649596 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7649767.500000 Penalty: 5455.426758
	Iteration 34Q: 3 clusters Score -7649768 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57991 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7649917.000000 Penalty: 5455.426758
	Iteration 35Q: 3 clusters Score -7649917 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -7650041.000000 Penalty: 5455.426758
	Iteration 36Q: 3 clusters Score -7650041 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7650148.500000 Penalty: 5455.426758
	Iteration 37Q: 3 clusters Score -7650148 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7650232.500000 Penalty: 5455.426758
	Iteration 38Q: 3 clusters Score -7650232 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7650308.500000 Penalty: 5455.426758
	Iteration 39Q: 3 clusters Score -7650308 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7650347.500000 Penalty: 5455.426758
	Iteration 40F: 3 clusters Score -7650348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7650371.500000 Penalty: 5455.426758
	Iteration 41Q: 3 clusters Score -7650372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -7650395.500000 Penalty: 5455.426758
	Iteration 42Q: 3 clusters Score -7650396 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7650412.000000 Penalty: 5455.426758
	Iteration 43Q: 3 clusters Score -7650412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7650420.000000 Penalty: 5455.426758
	Iteration 44Q: 3 clusters Score -7650420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58773 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7650436.000000 Penalty: 5455.426758
	Iteration 45Q: 3 clusters Score -7650436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7650445.000000 Penalty: 5455.426758
	Iteration 46Q: 3 clusters Score -7650445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7650444.500000 Penalty: 5455.426758
	Iteration 47Q: 3 clusters Score -7650444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7650467.500000 Penalty: 5455.426758
	Iteration 48Q: 3 clusters Score -7650468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -7650462.000000 Penalty: 5455.426758
	Iteration 49Q: 3 clusters Score -7650462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7650462.500000 Penalty: 5455.426758
	Iteration 50Q: 3 clusters Score -7650462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58833 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7650470.000000 Penalty: 5455.426758
	Iteration 51Q: 3 clusters Score -7650470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7650470.000000 Penalty: 5455.426758
	Iteration 52Q: 3 clusters Score -7650470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7650483.500000 Penalty: 5455.426758
	Iteration 53Q: 3 clusters Score -7650484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7650484.000000 Penalty: 5455.426758
	Iteration 54Q: 3 clusters Score -7650484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7650479.500000 Penalty: 5455.426758
	Iteration 55Q: 3 clusters Score -7650480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7650487.000000 Penalty: 5455.426758
	Iteration 56Q: 3 clusters Score -7650487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58866 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7650488.500000 Penalty: 5455.426758
	Iteration 57Q: 3 clusters Score -7650488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7650497.000000 Penalty: 5455.426758
	Iteration 58Q: 3 clusters Score -7650497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7650499.000000 Penalty: 5455.426758
	Iteration 59Q: 3 clusters Score -7650499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58876 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7650497.500000 Penalty: 5455.426758
	Iteration 60F: 3 clusters Score -7650498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -7650505.500000 Penalty: 5455.426758
	Iteration 61Q: 3 clusters Score -7650506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58883 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7650509.500000 Penalty: 5455.426758
	Iteration 62Q: 3 clusters Score -7650510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58886 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7650507.500000 Penalty: 5455.426758
	Iteration 63Q: 3 clusters Score -7650508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7650506.500000 Penalty: 5455.426758
	Iteration 64Q: 3 clusters Score -7650506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7650509.500000 Penalty: 5455.426758
	Iteration 65Q: 3 clusters Score -7650510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7650509.500000 Penalty: 5455.426758
	Iteration 66F: 3 clusters Score -7650510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Entering Unmasked Estep 
Score: -297109.843750 Penalty: 1925.334717
	Iteration 0F: 2 clusters Score -297109.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -294236.406250 Penalty: 3850.669434
	Iteration 0F: 3 clusters Score -294236.4 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -294743.281250 Penalty: 3850.669434
	Iteration 1F: 3 clusters Score -294743.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -294886.656250 Penalty: 3850.669434
	Iteration 2F: 3 clusters Score -294886.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -294985.312500 Penalty: 3850.669434
	Iteration 3Q: 3 clusters Score -294985.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -295057.312500 Penalty: 3850.669434
	Iteration 4Q: 3 clusters Score -295057.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -295106.343750 Penalty: 3850.669434
	Iteration 5Q: 3 clusters Score -295106.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -295145.718750 Penalty: 3850.669434
	Iteration 6Q: 3 clusters Score -295145.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -295180.625000 Penalty: 3850.669434
	Iteration 7Q: 3 clusters Score -295180.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -295213.062500 Penalty: 3850.669434
	Iteration 8Q: 3 clusters Score -295213.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -295240.031250 Penalty: 3850.669434
	Iteration 9Q: 3 clusters Score -295240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -295260.531250 Penalty: 3850.669434
	Iteration 10Q: 3 clusters Score -295260.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -295284.000000 Penalty: 3850.669434
	Iteration 11Q: 3 clusters Score -295284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -295313.812500 Penalty: 3850.669434
	Iteration 12Q: 3 clusters Score -295313.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -295330.625000 Penalty: 3850.669434
	Iteration 13Q: 3 clusters Score -295330.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -295336.343750 Penalty: 3850.669434
	Iteration 14Q: 3 clusters Score -295336.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -295344.281250 Penalty: 3850.669434
	Iteration 15Q: 3 clusters Score -295344.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -295350.500000 Penalty: 3850.669434
	Iteration 16Q: 3 clusters Score -295350.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -295354.750000 Penalty: 3850.669434
	Iteration 17Q: 3 clusters Score -295354.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -295362.375000 Penalty: 3850.669434
	Iteration 18Q: 3 clusters Score -295362.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -295375.156250 Penalty: 3850.669434
	Iteration 19Q: 3 clusters Score -295375.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -295383.250000 Penalty: 3850.669434
	Iteration 20F: 3 clusters Score -295383.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -295388.687500 Penalty: 3850.669434
	Iteration 21Q: 3 clusters Score -295388.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -295392.312500 Penalty: 3850.669434
	Iteration 22Q: 3 clusters Score -295392.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -295396.625000 Penalty: 3850.669434
	Iteration 23Q: 3 clusters Score -295396.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -295401.718750 Penalty: 3850.669434
	Iteration 24Q: 3 clusters Score -295401.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -295404.875000 Penalty: 3850.669434
	Iteration 25Q: 3 clusters Score -295404.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -295407.218750 Penalty: 3850.669434
	Iteration 26Q: 3 clusters Score -295407.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -295410.750000 Penalty: 3850.669434
	Iteration 27Q: 3 clusters Score -295410.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -295416.875000 Penalty: 3850.669434
	Iteration 28Q: 3 clusters Score -295416.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -295423.250000 Penalty: 3850.669434
	Iteration 29Q: 3 clusters Score -295423.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -295429.312500 Penalty: 3850.669434
	Iteration 30Q: 3 clusters Score -295429.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -295435.656250 Penalty: 3850.669434
	Iteration 31Q: 3 clusters Score -295435.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -295441.812500 Penalty: 3850.669434
	Iteration 32Q: 3 clusters Score -295441.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -295448.906250 Penalty: 3850.669434
	Iteration 33Q: 3 clusters Score -295448.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -295455.000000 Penalty: 3850.669434
	Iteration 34Q: 3 clusters Score -295455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -295463.968750 Penalty: 3850.669434
	Iteration 35Q: 3 clusters Score -295464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -295469.375000 Penalty: 3850.669434
	Iteration 36Q: 3 clusters Score -295469.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -295473.406250 Penalty: 3850.669434
	Iteration 37Q: 3 clusters Score -295473.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -295478.000000 Penalty: 3850.669434
	Iteration 38Q: 3 clusters Score -295478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -295483.718750 Penalty: 3850.669434
	Iteration 39Q: 3 clusters Score -295483.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -295487.281250 Penalty: 3850.669434
	Iteration 40F: 3 clusters Score -295487.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -295489.593750 Penalty: 3850.669434
	Iteration 41Q: 3 clusters Score -295489.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -295492.218750 Penalty: 3850.669434
	Iteration 42Q: 3 clusters Score -295492.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -295496.531250 Penalty: 3850.669434
	Iteration 43Q: 3 clusters Score -295496.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -295498.281250 Penalty: 3850.669434
	Iteration 44Q: 3 clusters Score -295498.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -295500.281250 Penalty: 3850.669434
	Iteration 45Q: 3 clusters Score -295500.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -295503.656250 Penalty: 3850.669434
	Iteration 46Q: 3 clusters Score -295503.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -295505.187500 Penalty: 3850.669434
	Iteration 47Q: 3 clusters Score -295505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -295507.187500 Penalty: 3850.669434
	Iteration 48Q: 3 clusters Score -295507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -295507.625000 Penalty: 3850.669434
	Iteration 49Q: 3 clusters Score -295507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -295508.343750 Penalty: 3850.669434
	Iteration 50Q: 3 clusters Score -295508.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -295509.718750 Penalty: 3850.669434
	Iteration 51Q: 3 clusters Score -295509.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -295509.906250 Penalty: 3850.669434
	Iteration 52Q: 3 clusters Score -295509.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -295511.156250 Penalty: 3850.669434
	Iteration 53Q: 3 clusters Score -295511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -295512.281250 Penalty: 3850.669434
	Iteration 54Q: 3 clusters Score -295512.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -295514.531250 Penalty: 3850.669434
	Iteration 55Q: 3 clusters Score -295514.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -295515.531250 Penalty: 3850.669434
	Iteration 56Q: 3 clusters Score -295515.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -295517.062500 Penalty: 3850.669434
	Iteration 57Q: 3 clusters Score -295517.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -295518.375000 Penalty: 3850.669434
	Iteration 58Q: 3 clusters Score -295518.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -295518.375000 Penalty: 3850.669434
	Iteration 59F: 3 clusters Score -295518.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Entering Unmasked Estep 
Score: -1561848.750000 Penalty: 2340.948242
	Iteration 0F: 2 clusters Score -1561849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1552576.375000 Penalty: 4681.896484
	Iteration 0F: 3 clusters Score -1552576 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1555390.750000 Penalty: 4681.896484
	Iteration 1F: 3 clusters Score -1555391 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1555778.125000 Penalty: 4681.896484
	Iteration 2F: 3 clusters Score -1555778 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1556058.750000 Penalty: 4681.896484
	Iteration 3F: 3 clusters Score -1556059 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1556321.000000 Penalty: 4681.896484
	Iteration 4Q: 3 clusters Score -1556321 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1556637.250000 Penalty: 4681.896484
	Iteration 5Q: 3 clusters Score -1556637 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1557030.250000 Penalty: 4681.896484
	Iteration 6F: 3 clusters Score -1557030 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1557470.750000 Penalty: 4681.896484
	Iteration 7F: 3 clusters Score -1557471 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1557946.125000 Penalty: 4681.896484
	Iteration 8F: 3 clusters Score -1557946 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1558375.625000 Penalty: 4681.896484
	Iteration 9Q: 3 clusters Score -1558376 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1558739.250000 Penalty: 4681.896484
	Iteration 10Q: 3 clusters Score -1558739 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1559017.375000 Penalty: 4681.896484
	Iteration 11Q: 3 clusters Score -1559017 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1559210.875000 Penalty: 4681.896484
	Iteration 12Q: 3 clusters Score -1559211 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1559340.375000 Penalty: 4681.896484
	Iteration 13Q: 3 clusters Score -1559340 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1559427.250000 Penalty: 4681.896484
	Iteration 14Q: 3 clusters Score -1559427 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1559496.125000 Penalty: 4681.896484
	Iteration 15Q: 3 clusters Score -1559496 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1559559.500000 Penalty: 4681.896484
	Iteration 16Q: 3 clusters Score -1559560 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1559608.750000 Penalty: 4681.896484
	Iteration 17Q: 3 clusters Score -1559609 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1559655.875000 Penalty: 4681.896484
	Iteration 18Q: 3 clusters Score -1559656 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1559692.500000 Penalty: 4681.896484
	Iteration 19Q: 3 clusters Score -1559692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1559723.875000 Penalty: 4681.896484
	Iteration 20F: 3 clusters Score -1559724 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1559751.250000 Penalty: 4681.896484
	Iteration 21Q: 3 clusters Score -1559751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1559763.625000 Penalty: 4681.896484
	Iteration 22Q: 3 clusters Score -1559764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1559767.375000 Penalty: 4681.896484
	Iteration 23Q: 3 clusters Score -1559767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1559776.875000 Penalty: 4681.896484
	Iteration 24Q: 3 clusters Score -1559777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1559785.000000 Penalty: 4681.896484
	Iteration 25Q: 3 clusters Score -1559785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1559791.625000 Penalty: 4681.896484
	Iteration 26Q: 3 clusters Score -1559792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1559799.500000 Penalty: 4681.896484
	Iteration 27Q: 3 clusters Score -1559800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1559805.000000 Penalty: 4681.896484
	Iteration 28Q: 3 clusters Score -1559805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1559813.875000 Penalty: 4681.896484
	Iteration 29Q: 3 clusters Score -1559814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1559814.625000 Penalty: 4681.896484
	Iteration 30Q: 3 clusters Score -1559815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1559820.625000 Penalty: 4681.896484
	Iteration 31Q: 3 clusters Score -1559821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1559821.375000 Penalty: 4681.896484
	Iteration 32Q: 3 clusters Score -1559821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1559826.500000 Penalty: 4681.896484
	Iteration 33Q: 3 clusters Score -1559826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1559825.250000 Penalty: 4681.896484
	Iteration 34Q: 3 clusters Score -1559825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1559826.125000 Penalty: 4681.896484
	Iteration 35Q: 3 clusters Score -1559826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1559827.750000 Penalty: 4681.896484
	Iteration 36Q: 3 clusters Score -1559828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1559827.750000 Penalty: 4681.896484
	Iteration 37F: 3 clusters Score -1559828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Entering Unmasked Estep 
Score: -5423025.500000 Penalty: 2637.984131
	Iteration 0F: 2 clusters Score -5423026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -5394896.500000 Penalty: 5275.968262
	Iteration 0F: 3 clusters Score -5394896 nChanged 19097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -5405554.000000 Penalty: 5275.968262
	Iteration 1F: 3 clusters Score -5405554 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -5406160.000000 Penalty: 5275.968262
	Iteration 2Q: 3 clusters Score -5406160 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -5406785.500000 Penalty: 5275.968262
	Iteration 3Q: 3 clusters Score -5406786 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -5407437.500000 Penalty: 5275.968262
	Iteration 4Q: 3 clusters Score -5407438 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -5408074.500000 Penalty: 5275.968262
	Iteration 5Q: 3 clusters Score -5408074 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -5408750.500000 Penalty: 5275.968262
	Iteration 6Q: 3 clusters Score -5408750 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -5409617.500000 Penalty: 5275.968262
	Iteration 7Q: 3 clusters Score -5409618 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -5410750.500000 Penalty: 5275.968262
	Iteration 8Q: 3 clusters Score -5410750 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -5412429.500000 Penalty: 5275.968262
	Iteration 9F: 3 clusters Score -5412430 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -5414797.000000 Penalty: 5275.968262
	Iteration 10F: 3 clusters Score -5414797 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -5417148.500000 Penalty: 5275.968262
	Iteration 11F: 3 clusters Score -5417148 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -5418585.000000 Penalty: 5275.968262
	Iteration 12Q: 3 clusters Score -5418585 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -5419365.500000 Penalty: 5275.968262
	Iteration 13Q: 3 clusters Score -5419366 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -5419802.500000 Penalty: 5275.968262
	Iteration 14Q: 3 clusters Score -5419802 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -5420072.500000 Penalty: 5275.968262
	Iteration 15Q: 3 clusters Score -5420072 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -5420199.500000 Penalty: 5275.968262
	Iteration 16Q: 3 clusters Score -5420200 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -5420283.500000 Penalty: 5275.968262
	Iteration 17Q: 3 clusters Score -5420284 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -5420327.000000 Penalty: 5275.968262
	Iteration 18Q: 3 clusters Score -5420327 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -5420339.500000 Penalty: 5275.968262
	Iteration 19Q: 3 clusters Score -5420340 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -5420356.000000 Penalty: 5275.968262
	Iteration 20F: 3 clusters Score -5420356 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -5420397.500000 Penalty: 5275.968262
	Iteration 21Q: 3 clusters Score -5420398 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -5420395.500000 Penalty: 5275.968262
	Iteration 22Q: 3 clusters Score -5420396 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -5420399.000000 Penalty: 5275.968262
	Iteration 23Q: 3 clusters Score -5420399 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -5420389.500000 Penalty: 5275.968262
	Iteration 24Q: 3 clusters Score -5420390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -5420385.500000 Penalty: 5275.968262
	Iteration 25Q: 3 clusters Score -5420386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -5420384.000000 Penalty: 5275.968262
	Iteration 26Q: 3 clusters Score -5420384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -5420386.000000 Penalty: 5275.968262
	Iteration 27Q: 3 clusters Score -5420386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -5420383.500000 Penalty: 5275.968262
	Iteration 28Q: 3 clusters Score -5420384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -5420386.000000 Penalty: 5275.968262
	Iteration 29Q: 3 clusters Score -5420386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -5420387.000000 Penalty: 5275.968262
	Iteration 30Q: 3 clusters Score -5420387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -5420386.000000 Penalty: 5275.968262
	Iteration 31Q: 3 clusters Score -5420386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -5420394.000000 Penalty: 5275.968262
	Iteration 32Q: 3 clusters Score -5420394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -5420391.500000 Penalty: 5275.968262
	Iteration 33Q: 3 clusters Score -5420392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -5420388.000000 Penalty: 5275.968262
	Iteration 34Q: 3 clusters Score -5420388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -5420393.500000 Penalty: 5275.968262
	Iteration 35Q: 3 clusters Score -5420394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -5420386.500000 Penalty: 5275.968262
	Iteration 36Q: 3 clusters Score -5420386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -5420386.500000 Penalty: 5275.968262
	Iteration 37Q: 3 clusters Score -5420386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -5420387.500000 Penalty: 5275.968262
	Iteration 38Q: 3 clusters Score -5420388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -5420387.000000 Penalty: 5275.968262
	Iteration 39Q: 3 clusters Score -5420387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -5420395.500000 Penalty: 5275.968262
	Iteration 40F: 3 clusters Score -5420396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -5420392.000000 Penalty: 5275.968262
	Iteration 41Q: 3 clusters Score -5420392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -5420394.500000 Penalty: 5275.968262
	Iteration 42Q: 3 clusters Score -5420394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -5420394.000000 Penalty: 5275.968262
	Iteration 43Q: 3 clusters Score -5420394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -5420396.000000 Penalty: 5275.968262
	Iteration 44Q: 3 clusters Score -5420396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -5420389.000000 Penalty: 5275.968262
	Iteration 45Q: 3 clusters Score -5420389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -5420389.000000 Penalty: 5275.968262
	Iteration 46F: 3 clusters Score -5420389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -47296.886719 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -47296.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45977.253906 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -45977.25 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46255.109375 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -46255.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46402.000000 Penalty: 3030.186768
	Iteration 2F: 3 clusters Score -46402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46474.914062 Penalty: 3030.186768
	Iteration 3Q: 3 clusters Score -46474.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46555.757812 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -46555.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46604.500000 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -46604.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46666.355469 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -46666.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46691.906250 Penalty: 3030.186768
	Iteration 7Q: 3 clusters Score -46691.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46700.410156 Penalty: 3030.186768
	Iteration 8Q: 3 clusters Score -46700.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46704.820312 Penalty: 3030.186768
	Iteration 9Q: 3 clusters Score -46704.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46712.417969 Penalty: 3030.186768
	Iteration 10Q: 3 clusters Score -46712.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46722.066406 Penalty: 3030.186768
	Iteration 11Q: 3 clusters Score -46722.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46730.417969 Penalty: 3030.186768
	Iteration 12Q: 3 clusters Score -46730.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46737.546875 Penalty: 3030.186768
	Iteration 13Q: 3 clusters Score -46737.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46737.546875 Penalty: 3030.186768
	Iteration 14F: 3 clusters Score -46737.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -285574.343750 Penalty: 1914.894531
	Iteration 0F: 2 clusters Score -285574.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -282834.062500 Penalty: 3829.789062
	Iteration 0F: 3 clusters Score -282834.1 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -283308.218750 Penalty: 3829.789062
	Iteration 1F: 3 clusters Score -283308.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -283411.062500 Penalty: 3829.789062
	Iteration 2F: 3 clusters Score -283411.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -283466.187500 Penalty: 3829.789062
	Iteration 3Q: 3 clusters Score -283466.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -283506.156250 Penalty: 3829.789062
	Iteration 4Q: 3 clusters Score -283506.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -283548.812500 Penalty: 3829.789062
	Iteration 5Q: 3 clusters Score -283548.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -283573.062500 Penalty: 3829.789062
	Iteration 6Q: 3 clusters Score -283573.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -283592.812500 Penalty: 3829.789062
	Iteration 7Q: 3 clusters Score -283592.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -283603.656250 Penalty: 3829.789062
	Iteration 8Q: 3 clusters Score -283603.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -283608.031250 Penalty: 3829.789062
	Iteration 9Q: 3 clusters Score -283608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -283614.375000 Penalty: 3829.789062
	Iteration 10Q: 3 clusters Score -283614.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -283621.031250 Penalty: 3829.789062
	Iteration 11Q: 3 clusters Score -283621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -283626.281250 Penalty: 3829.789062
	Iteration 12Q: 3 clusters Score -283626.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -283630.843750 Penalty: 3829.789062
	Iteration 13Q: 3 clusters Score -283630.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -283637.687500 Penalty: 3829.789062
	Iteration 14Q: 3 clusters Score -283637.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -283643.781250 Penalty: 3829.789062
	Iteration 15Q: 3 clusters Score -283643.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -283648.750000 Penalty: 3829.789062
	Iteration 16Q: 3 clusters Score -283648.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -283653.187500 Penalty: 3829.789062
	Iteration 17Q: 3 clusters Score -283653.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -283659.093750 Penalty: 3829.789062
	Iteration 18Q: 3 clusters Score -283659.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -283663.156250 Penalty: 3829.789062
	Iteration 19Q: 3 clusters Score -283663.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -283664.062500 Penalty: 3829.789062
	Iteration 20F: 3 clusters Score -283664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -283665.281250 Penalty: 3829.789062
	Iteration 21Q: 3 clusters Score -283665.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -283667.468750 Penalty: 3829.789062
	Iteration 22Q: 3 clusters Score -283667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -283667.593750 Penalty: 3829.789062
	Iteration 23Q: 3 clusters Score -283667.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -283669.687500 Penalty: 3829.789062
	Iteration 24Q: 3 clusters Score -283669.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -283671.437500 Penalty: 3829.789062
	Iteration 25Q: 3 clusters Score -283671.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -283672.875000 Penalty: 3829.789062
	Iteration 26Q: 3 clusters Score -283672.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -283676.093750 Penalty: 3829.789062
	Iteration 27Q: 3 clusters Score -283676.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -283677.687500 Penalty: 3829.789062
	Iteration 28Q: 3 clusters Score -283677.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -283678.031250 Penalty: 3829.789062
	Iteration 29Q: 3 clusters Score -283678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -283679.000000 Penalty: 3829.789062
	Iteration 30Q: 3 clusters Score -283679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -283679.343750 Penalty: 3829.789062
	Iteration 31Q: 3 clusters Score -283679.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -283679.343750 Penalty: 3829.789062
	Iteration 32F: 3 clusters Score -283679.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Entering Unmasked Estep 
Score: -2201571.000000 Penalty: 2410.019287
	Iteration 0F: 2 clusters Score -2201571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2189641.500000 Penalty: 4820.038574
	Iteration 0F: 3 clusters Score -2189642 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2193497.500000 Penalty: 4820.038574
	Iteration 1F: 3 clusters Score -2193498 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2193871.250000 Penalty: 4820.038574
	Iteration 2F: 3 clusters Score -2193871 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2194177.750000 Penalty: 4820.038574
	Iteration 3Q: 3 clusters Score -2194178 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2194442.750000 Penalty: 4820.038574
	Iteration 4Q: 3 clusters Score -2194443 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2194658.250000 Penalty: 4820.038574
	Iteration 5Q: 3 clusters Score -2194658 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2194887.250000 Penalty: 4820.038574
	Iteration 6Q: 3 clusters Score -2194887 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2195141.500000 Penalty: 4820.038574
	Iteration 7Q: 3 clusters Score -2195142 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2195453.250000 Penalty: 4820.038574
	Iteration 8Q: 3 clusters Score -2195453 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2195909.750000 Penalty: 4820.038574
	Iteration 9Q: 3 clusters Score -2195910 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2196500.250000 Penalty: 4820.038574
	Iteration 10F: 3 clusters Score -2196500 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2197173.250000 Penalty: 4820.038574
	Iteration 11F: 3 clusters Score -2197173 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2197812.500000 Penalty: 4820.038574
	Iteration 12Q: 3 clusters Score -2197812 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2198353.000000 Penalty: 4820.038574
	Iteration 13Q: 3 clusters Score -2198353 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2198769.000000 Penalty: 4820.038574
	Iteration 14Q: 3 clusters Score -2198769 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2199064.000000 Penalty: 4820.038574
	Iteration 15Q: 3 clusters Score -2199064 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2199271.750000 Penalty: 4820.038574
	Iteration 16Q: 3 clusters Score -2199272 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2199405.250000 Penalty: 4820.038574
	Iteration 17Q: 3 clusters Score -2199405 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2199489.000000 Penalty: 4820.038574
	Iteration 18Q: 3 clusters Score -2199489 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2199534.750000 Penalty: 4820.038574
	Iteration 19Q: 3 clusters Score -2199535 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2199566.750000 Penalty: 4820.038574
	Iteration 20F: 3 clusters Score -2199567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2199584.250000 Penalty: 4820.038574
	Iteration 21Q: 3 clusters Score -2199584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2199605.500000 Penalty: 4820.038574
	Iteration 22Q: 3 clusters Score -2199606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2199613.250000 Penalty: 4820.038574
	Iteration 23Q: 3 clusters Score -2199613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2199621.250000 Penalty: 4820.038574
	Iteration 24Q: 3 clusters Score -2199621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2199629.500000 Penalty: 4820.038574
	Iteration 25Q: 3 clusters Score -2199630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2199634.000000 Penalty: 4820.038574
	Iteration 26Q: 3 clusters Score -2199634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2199646.500000 Penalty: 4820.038574
	Iteration 27Q: 3 clusters Score -2199646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2199651.750000 Penalty: 4820.038574
	Iteration 28Q: 3 clusters Score -2199652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2199653.250000 Penalty: 4820.038574
	Iteration 29Q: 3 clusters Score -2199653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2199652.000000 Penalty: 4820.038574
	Iteration 30Q: 3 clusters Score -2199652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2199654.250000 Penalty: 4820.038574
	Iteration 31Q: 3 clusters Score -2199654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2199655.250000 Penalty: 4820.038574
	Iteration 32Q: 3 clusters Score -2199655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2199655.250000 Penalty: 4820.038574
	Iteration 33F: 3 clusters Score -2199655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (193305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193305 members 
Entering Unmasked Estep 
Score: -25124196.000000 Penalty: 3018.662109
	Iteration 0F: 2 clusters Score -2.51242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 96524 members 
Entering Unmasked Estep 
Score: -24999360.000000 Penalty: 6037.324219
	Iteration 0F: 3 clusters Score -2.499936e+07 nChanged 92832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97109 members 
Mstep: Class 2 contains 96196 members 
Entering Unmasked Estep 
Score: -25053196.000000 Penalty: 6037.324219
	Iteration 1F: 3 clusters Score -2.50532e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97397 members 
Mstep: Class 2 contains 95908 members 
Entering Unmasked Estep 
Score: -25054270.000000 Penalty: 6037.324219
	Iteration 2Q: 3 clusters Score -2.505427e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98034 members 
Mstep: Class 2 contains 95271 members 
Entering Unmasked Estep 
Score: -25055546.000000 Penalty: 6037.324219
	Iteration 3Q: 3 clusters Score -2.505555e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99127 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -25056646.000000 Penalty: 6037.324219
	Iteration 4Q: 3 clusters Score -2.505665e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100825 members 
Mstep: Class 2 contains 92480 members 
Entering Unmasked Estep 
Score: -25058160.000000 Penalty: 6037.324219
	Iteration 5Q: 3 clusters Score -2.505816e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103403 members 
Mstep: Class 2 contains 89902 members 
Entering Unmasked Estep 
Score: -25060124.000000 Penalty: 6037.324219
	Iteration 6Q: 3 clusters Score -2.506012e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107152 members 
Mstep: Class 2 contains 86153 members 
Entering Unmasked Estep 
Score: -25062820.000000 Penalty: 6037.324219
	Iteration 7Q: 3 clusters Score -2.506282e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112484 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -25066950.000000 Penalty: 6037.324219
	Iteration 8Q: 3 clusters Score -2.506695e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119711 members 
Mstep: Class 2 contains 73594 members 
Entering Unmasked Estep 
Score: -25072906.000000 Penalty: 6037.324219
	Iteration 9F: 3 clusters Score -2.507291e+07 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128510 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -25080936.000000 Penalty: 6037.324219
	Iteration 10F: 3 clusters Score -2.508094e+07 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137725 members 
Mstep: Class 2 contains 55580 members 
Entering Unmasked Estep 
Score: -25090130.000000 Penalty: 6037.324219
	Iteration 11F: 3 clusters Score -2.509013e+07 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145658 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -25098948.000000 Penalty: 6037.324219
	Iteration 12F: 3 clusters Score -2.509895e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151617 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -25105122.000000 Penalty: 6037.324219
	Iteration 13Q: 3 clusters Score -2.510512e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155984 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -25108768.000000 Penalty: 6037.324219
	Iteration 14Q: 3 clusters Score -2.510877e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159787 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -25111460.000000 Penalty: 6037.324219
	Iteration 15Q: 3 clusters Score -2.511146e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163135 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -25113760.000000 Penalty: 6037.324219
	Iteration 16Q: 3 clusters Score -2.511376e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166013 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -25115566.000000 Penalty: 6037.324219
	Iteration 17Q: 3 clusters Score -2.511557e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168434 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -25117232.000000 Penalty: 6037.324219
	Iteration 18Q: 3 clusters Score -2.511723e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170415 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -25118410.000000 Penalty: 6037.324219
	Iteration 19Q: 3 clusters Score -2.511841e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172087 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -25119546.000000 Penalty: 6037.324219
	Iteration 20F: 3 clusters Score -2.511955e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173461 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -25120192.000000 Penalty: 6037.324219
	Iteration 21Q: 3 clusters Score -2.512019e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174668 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -25120682.000000 Penalty: 6037.324219
	Iteration 22Q: 3 clusters Score -2.512068e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175695 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -25121186.000000 Penalty: 6037.324219
	Iteration 23Q: 3 clusters Score -2.512119e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176629 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -25121448.000000 Penalty: 6037.324219
	Iteration 24Q: 3 clusters Score -2.512145e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177471 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -25121516.000000 Penalty: 6037.324219
	Iteration 25Q: 3 clusters Score -2.512152e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178192 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -25121758.000000 Penalty: 6037.324219
	Iteration 26Q: 3 clusters Score -2.512176e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178822 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -25121854.000000 Penalty: 6037.324219
	Iteration 27Q: 3 clusters Score -2.512185e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179356 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -25121978.000000 Penalty: 6037.324219
	Iteration 28Q: 3 clusters Score -2.512198e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179848 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -25122012.000000 Penalty: 6037.324219
	Iteration 29Q: 3 clusters Score -2.512201e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180306 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -25122054.000000 Penalty: 6037.324219
	Iteration 30Q: 3 clusters Score -2.512205e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180760 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -25122034.000000 Penalty: 6037.324219
	Iteration 31Q: 3 clusters Score -2.512203e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181193 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -25122074.000000 Penalty: 6037.324219
	Iteration 32Q: 3 clusters Score -2.512207e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181591 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -25122144.000000 Penalty: 6037.324219
	Iteration 33Q: 3 clusters Score -2.512214e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181934 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -25122190.000000 Penalty: 6037.324219
	Iteration 34Q: 3 clusters Score -2.512219e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182251 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -25122224.000000 Penalty: 6037.324219
	Iteration 35Q: 3 clusters Score -2.512222e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182573 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -25122230.000000 Penalty: 6037.324219
	Iteration 36Q: 3 clusters Score -2.512223e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182883 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -25122228.000000 Penalty: 6037.324219
	Iteration 37Q: 3 clusters Score -2.512223e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183207 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -25122250.000000 Penalty: 6037.324219
	Iteration 38Q: 3 clusters Score -2.512225e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183546 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -25122226.000000 Penalty: 6037.324219
	Iteration 39Q: 3 clusters Score -2.512223e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183869 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -25122272.000000 Penalty: 6037.324219
	Iteration 40F: 3 clusters Score -2.512227e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184160 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -25122288.000000 Penalty: 6037.324219
	Iteration 41Q: 3 clusters Score -2.512229e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184442 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -25122288.000000 Penalty: 6037.324219
	Iteration 42Q: 3 clusters Score -2.512229e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184714 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -25122284.000000 Penalty: 6037.324219
	Iteration 43Q: 3 clusters Score -2.512228e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184973 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -25122326.000000 Penalty: 6037.324219
	Iteration 44Q: 3 clusters Score -2.512233e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185242 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -25122396.000000 Penalty: 6037.324219
	Iteration 45Q: 3 clusters Score -2.51224e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185511 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -25122406.000000 Penalty: 6037.324219
	Iteration 46Q: 3 clusters Score -2.512241e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185759 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -25122482.000000 Penalty: 6037.324219
	Iteration 47Q: 3 clusters Score -2.512248e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186008 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -25122412.000000 Penalty: 6037.324219
	Iteration 48Q: 3 clusters Score -2.512241e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186243 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -25122378.000000 Penalty: 6037.324219
	Iteration 49Q: 3 clusters Score -2.512238e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186439 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -25122388.000000 Penalty: 6037.324219
	Iteration 50Q: 3 clusters Score -2.512239e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186612 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -25122402.000000 Penalty: 6037.324219
	Iteration 51Q: 3 clusters Score -2.51224e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186764 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -25122382.000000 Penalty: 6037.324219
	Iteration 52Q: 3 clusters Score -2.512238e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186923 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -25122430.000000 Penalty: 6037.324219
	Iteration 53Q: 3 clusters Score -2.512243e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187067 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -25122426.000000 Penalty: 6037.324219
	Iteration 54Q: 3 clusters Score -2.512243e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187195 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -25122448.000000 Penalty: 6037.324219
	Iteration 55Q: 3 clusters Score -2.512245e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187319 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -25122426.000000 Penalty: 6037.324219
	Iteration 56Q: 3 clusters Score -2.512243e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187437 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -25122416.000000 Penalty: 6037.324219
	Iteration 57Q: 3 clusters Score -2.512242e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187557 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -25122480.000000 Penalty: 6037.324219
	Iteration 58Q: 3 clusters Score -2.512248e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187687 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -25122514.000000 Penalty: 6037.324219
	Iteration 59Q: 3 clusters Score -2.512251e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187803 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -25122500.000000 Penalty: 6037.324219
	Iteration 60F: 3 clusters Score -2.51225e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187908 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -25122520.000000 Penalty: 6037.324219
	Iteration 61Q: 3 clusters Score -2.512252e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188008 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -25122552.000000 Penalty: 6037.324219
	Iteration 62Q: 3 clusters Score -2.512255e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188100 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -25122504.000000 Penalty: 6037.324219
	Iteration 63Q: 3 clusters Score -2.51225e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188191 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -25122488.000000 Penalty: 6037.324219
	Iteration 64Q: 3 clusters Score -2.512249e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188274 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -25122462.000000 Penalty: 6037.324219
	Iteration 65Q: 3 clusters Score -2.512246e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188347 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -25122468.000000 Penalty: 6037.324219
	Iteration 66Q: 3 clusters Score -2.512247e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188420 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -25122508.000000 Penalty: 6037.324219
	Iteration 67Q: 3 clusters Score -2.512251e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188487 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -25122540.000000 Penalty: 6037.324219
	Iteration 68Q: 3 clusters Score -2.512254e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188531 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -25122538.000000 Penalty: 6037.324219
	Iteration 69Q: 3 clusters Score -2.512254e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188581 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -25122554.000000 Penalty: 6037.324219
	Iteration 70Q: 3 clusters Score -2.512255e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188623 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -25122522.000000 Penalty: 6037.324219
	Iteration 71Q: 3 clusters Score -2.512252e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188651 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -25122518.000000 Penalty: 6037.324219
	Iteration 72Q: 3 clusters Score -2.512252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188675 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -25122490.000000 Penalty: 6037.324219
	Iteration 73Q: 3 clusters Score -2.512249e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188696 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -25122460.000000 Penalty: 6037.324219
	Iteration 74Q: 3 clusters Score -2.512246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188713 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -25122448.000000 Penalty: 6037.324219
	Iteration 75Q: 3 clusters Score -2.512245e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188729 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -25122456.000000 Penalty: 6037.324219
	Iteration 76Q: 3 clusters Score -2.512246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188748 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -25122444.000000 Penalty: 6037.324219
	Iteration 77Q: 3 clusters Score -2.512244e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188768 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -25122426.000000 Penalty: 6037.324219
	Iteration 78Q: 3 clusters Score -2.512243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188784 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -25122410.000000 Penalty: 6037.324219
	Iteration 79Q: 3 clusters Score -2.512241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188798 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -25122414.000000 Penalty: 6037.324219
	Iteration 80F: 3 clusters Score -2.512241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188808 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -25122412.000000 Penalty: 6037.324219
	Iteration 81Q: 3 clusters Score -2.512241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188816 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -25122402.000000 Penalty: 6037.324219
	Iteration 82Q: 3 clusters Score -2.51224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188821 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -25122416.000000 Penalty: 6037.324219
	Iteration 83Q: 3 clusters Score -2.512242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188830 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -25122412.000000 Penalty: 6037.324219
	Iteration 84Q: 3 clusters Score -2.512241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188841 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -25122424.000000 Penalty: 6037.324219
	Iteration 85Q: 3 clusters Score -2.512242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188856 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -25122420.000000 Penalty: 6037.324219
	Iteration 86Q: 3 clusters Score -2.512242e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188872 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -25122412.000000 Penalty: 6037.324219
	Iteration 87Q: 3 clusters Score -2.512241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188882 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -25122404.000000 Penalty: 6037.324219
	Iteration 88Q: 3 clusters Score -2.51224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188889 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -25122414.000000 Penalty: 6037.324219
	Iteration 89Q: 3 clusters Score -2.512241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188897 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -25122402.000000 Penalty: 6037.324219
	Iteration 90Q: 3 clusters Score -2.51224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188909 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -25122406.000000 Penalty: 6037.324219
	Iteration 91Q: 3 clusters Score -2.512241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188922 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -25122406.000000 Penalty: 6037.324219
	Iteration 92Q: 3 clusters Score -2.512241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188930 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -25122402.000000 Penalty: 6037.324219
	Iteration 93Q: 3 clusters Score -2.51224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188940 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -25122400.000000 Penalty: 6037.324219
	Iteration 94Q: 3 clusters Score -2.51224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188955 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -25122424.000000 Penalty: 6037.324219
	Iteration 95Q: 3 clusters Score -2.512242e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188969 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -25122440.000000 Penalty: 6037.324219
	Iteration 96Q: 3 clusters Score -2.512244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188985 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -25122442.000000 Penalty: 6037.324219
	Iteration 97Q: 3 clusters Score -2.512244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189001 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -25122416.000000 Penalty: 6037.324219
	Iteration 98Q: 3 clusters Score -2.512242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189012 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -25122414.000000 Penalty: 6037.324219
	Iteration 99Q: 3 clusters Score -2.512241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189029 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -25122432.000000 Penalty: 6037.324219
	Iteration 100F: 3 clusters Score -2.512243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189042 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -25122430.000000 Penalty: 6037.324219
	Iteration 101Q: 3 clusters Score -2.512243e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189054 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -25122428.000000 Penalty: 6037.324219
	Iteration 102Q: 3 clusters Score -2.512243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189065 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -25122446.000000 Penalty: 6037.324219
	Iteration 103Q: 3 clusters Score -2.512245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189075 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -25122446.000000 Penalty: 6037.324219
	Iteration 104Q: 3 clusters Score -2.512245e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189089 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -25122438.000000 Penalty: 6037.324219
	Iteration 105Q: 3 clusters Score -2.512244e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189103 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -25122436.000000 Penalty: 6037.324219
	Iteration 106Q: 3 clusters Score -2.512244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189116 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -25122422.000000 Penalty: 6037.324219
	Iteration 107Q: 3 clusters Score -2.512242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189129 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -25122434.000000 Penalty: 6037.324219
	Iteration 108Q: 3 clusters Score -2.512243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189148 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -25122444.000000 Penalty: 6037.324219
	Iteration 109Q: 3 clusters Score -2.512244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189164 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -25122436.000000 Penalty: 6037.324219
	Iteration 110Q: 3 clusters Score -2.512244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189184 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -25122448.000000 Penalty: 6037.324219
	Iteration 111Q: 3 clusters Score -2.512245e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189207 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -25122448.000000 Penalty: 6037.324219
	Iteration 112Q: 3 clusters Score -2.512245e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189230 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -25122462.000000 Penalty: 6037.324219
	Iteration 113Q: 3 clusters Score -2.512246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189253 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -25122446.000000 Penalty: 6037.324219
	Iteration 114Q: 3 clusters Score -2.512245e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189278 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -25122438.000000 Penalty: 6037.324219
	Iteration 115Q: 3 clusters Score -2.512244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189301 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -25122458.000000 Penalty: 6037.324219
	Iteration 116Q: 3 clusters Score -2.512246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189316 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -25122452.000000 Penalty: 6037.324219
	Iteration 117Q: 3 clusters Score -2.512245e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189335 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -25122448.000000 Penalty: 6037.324219
	Iteration 118Q: 3 clusters Score -2.512245e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189350 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -25122450.000000 Penalty: 6037.324219
	Iteration 119Q: 3 clusters Score -2.512245e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189366 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -25122448.000000 Penalty: 6037.324219
	Iteration 120F: 3 clusters Score -2.512245e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189389 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -25122426.000000 Penalty: 6037.324219
	Iteration 121Q: 3 clusters Score -2.512243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189408 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -25122442.000000 Penalty: 6037.324219
	Iteration 122Q: 3 clusters Score -2.512244e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189430 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -25122458.000000 Penalty: 6037.324219
	Iteration 123Q: 3 clusters Score -2.512246e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189450 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -25122488.000000 Penalty: 6037.324219
	Iteration 124Q: 3 clusters Score -2.512249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189468 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -25122484.000000 Penalty: 6037.324219
	Iteration 125Q: 3 clusters Score -2.512248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189480 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -25122482.000000 Penalty: 6037.324219
	Iteration 126Q: 3 clusters Score -2.512248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189491 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -25122474.000000 Penalty: 6037.324219
	Iteration 127Q: 3 clusters Score -2.512247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189503 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -25122494.000000 Penalty: 6037.324219
	Iteration 128Q: 3 clusters Score -2.512249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189516 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -25122520.000000 Penalty: 6037.324219
	Iteration 129Q: 3 clusters Score -2.512252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189530 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -25122514.000000 Penalty: 6037.324219
	Iteration 130Q: 3 clusters Score -2.512251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189539 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -25122544.000000 Penalty: 6037.324219
	Iteration 131Q: 3 clusters Score -2.512254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189552 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -25122522.000000 Penalty: 6037.324219
	Iteration 132Q: 3 clusters Score -2.512252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189572 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -25122500.000000 Penalty: 6037.324219
	Iteration 133Q: 3 clusters Score -2.51225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189588 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -25122490.000000 Penalty: 6037.324219
	Iteration 134Q: 3 clusters Score -2.512249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189602 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -25122500.000000 Penalty: 6037.324219
	Iteration 135Q: 3 clusters Score -2.51225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189615 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -25122506.000000 Penalty: 6037.324219
	Iteration 136Q: 3 clusters Score -2.512251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189626 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -25122520.000000 Penalty: 6037.324219
	Iteration 137Q: 3 clusters Score -2.512252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189632 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -25122514.000000 Penalty: 6037.324219
	Iteration 138Q: 3 clusters Score -2.512251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189633 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -25122500.000000 Penalty: 6037.324219
	Iteration 139Q: 3 clusters Score -2.51225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189638 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -25122506.000000 Penalty: 6037.324219
	Iteration 140F: 3 clusters Score -2.512251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189642 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -25122498.000000 Penalty: 6037.324219
	Iteration 141Q: 3 clusters Score -2.51225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189648 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -25122498.000000 Penalty: 6037.324219
	Iteration 142Q: 3 clusters Score -2.51225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189659 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -25122510.000000 Penalty: 6037.324219
	Iteration 143Q: 3 clusters Score -2.512251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189674 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -25122494.000000 Penalty: 6037.324219
	Iteration 144Q: 3 clusters Score -2.512249e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189691 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -25122492.000000 Penalty: 6037.324219
	Iteration 145Q: 3 clusters Score -2.512249e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189707 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -25122484.000000 Penalty: 6037.324219
	Iteration 146Q: 3 clusters Score -2.512248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189724 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -25122484.000000 Penalty: 6037.324219
	Iteration 147Q: 3 clusters Score -2.512248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189733 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -25122482.000000 Penalty: 6037.324219
	Iteration 148Q: 3 clusters Score -2.512248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189750 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -25122486.000000 Penalty: 6037.324219
	Iteration 149Q: 3 clusters Score -2.512249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189763 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -25122492.000000 Penalty: 6037.324219
	Iteration 150Q: 3 clusters Score -2.512249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189773 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -25122486.000000 Penalty: 6037.324219
	Iteration 151Q: 3 clusters Score -2.512249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189783 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -25122464.000000 Penalty: 6037.324219
	Iteration 152Q: 3 clusters Score -2.512246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189795 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -25122494.000000 Penalty: 6037.324219
	Iteration 153Q: 3 clusters Score -2.512249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189803 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -25122462.000000 Penalty: 6037.324219
	Iteration 154Q: 3 clusters Score -2.512246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189811 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -25122478.000000 Penalty: 6037.324219
	Iteration 155Q: 3 clusters Score -2.512248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189822 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -25122476.000000 Penalty: 6037.324219
	Iteration 156Q: 3 clusters Score -2.512248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189835 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -25122462.000000 Penalty: 6037.324219
	Iteration 157Q: 3 clusters Score -2.512246e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189853 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -25122480.000000 Penalty: 6037.324219
	Iteration 158Q: 3 clusters Score -2.512248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189873 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -25122468.000000 Penalty: 6037.324219
	Iteration 159Q: 3 clusters Score -2.512247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189887 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -25122456.000000 Penalty: 6037.324219
	Iteration 160F: 3 clusters Score -2.512246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189890 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -25122468.000000 Penalty: 6037.324219
	Iteration 161Q: 3 clusters Score -2.512247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189898 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -25122470.000000 Penalty: 6037.324219
	Iteration 162Q: 3 clusters Score -2.512247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189909 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -25122454.000000 Penalty: 6037.324219
	Iteration 163Q: 3 clusters Score -2.512245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189922 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -25122454.000000 Penalty: 6037.324219
	Iteration 164Q: 3 clusters Score -2.512245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189931 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -25122476.000000 Penalty: 6037.324219
	Iteration 165Q: 3 clusters Score -2.512248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189935 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -25122470.000000 Penalty: 6037.324219
	Iteration 166Q: 3 clusters Score -2.512247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189943 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -25122460.000000 Penalty: 6037.324219
	Iteration 167Q: 3 clusters Score -2.512246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189948 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -25122464.000000 Penalty: 6037.324219
	Iteration 168Q: 3 clusters Score -2.512246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189950 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -25122478.000000 Penalty: 6037.324219
	Iteration 169Q: 3 clusters Score -2.512248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189952 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -25122470.000000 Penalty: 6037.324219
	Iteration 170Q: 3 clusters Score -2.512247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189954 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -25122468.000000 Penalty: 6037.324219
	Iteration 171Q: 3 clusters Score -2.512247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189956 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -25122462.000000 Penalty: 6037.324219
	Iteration 172Q: 3 clusters Score -2.512246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189958 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -25122466.000000 Penalty: 6037.324219
	Iteration 173Q: 3 clusters Score -2.512247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189958 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -25122466.000000 Penalty: 6037.324219
	Iteration 174F: 3 clusters Score -2.512247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 35979 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217595 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11191 members 
Mstep: Class 10 contains 1608 members 
Mstep: Class 11 contains 13684 members 
Mstep: Class 12 contains 7177 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 34189 members 
Mstep: Class 16 contains 7533 members 
Mstep: Class 17 contains 59805 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12573 members 
Mstep: Class 20 contains 41649 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16611 members 
Mstep: Class 24 contains 193305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822280.000000 Penalty: 80247.148438
Iteration 319Q: 25 clusters Score -9.082228e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15501 members 
Mstep: Class 4 contains 35982 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217594 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11191 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13684 members 
Mstep: Class 12 contains 7180 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26369 members 
Mstep: Class 15 contains 34190 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 59801 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 12571 members 
Mstep: Class 20 contains 41652 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16578 members 
Mstep: Class 24 contains 193322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822176.000000 Penalty: 80247.148438
Iteration 320F: 25 clusters Score -9.082218e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15501 members 
Mstep: Class 4 contains 35981 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217598 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11193 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13686 members 
Mstep: Class 12 contains 7186 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26367 members 
Mstep: Class 15 contains 34193 members 
Mstep: Class 16 contains 7553 members 
Mstep: Class 17 contains 59802 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12568 members 
Mstep: Class 20 contains 41656 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16538 members 
Mstep: Class 24 contains 193339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822128.000000 Penalty: 80247.148438
Iteration 321Q: 25 clusters Score -9.082213e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15503 members 
Mstep: Class 4 contains 35980 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217604 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11192 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13687 members 
Mstep: Class 12 contains 7194 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26368 members 
Mstep: Class 15 contains 34194 members 
Mstep: Class 16 contains 7561 members 
Mstep: Class 17 contains 59801 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12567 members 
Mstep: Class 20 contains 41659 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16503 members 
Mstep: Class 24 contains 193348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822168.000000 Penalty: 80247.148438
Iteration 322Q: 25 clusters Score -9.082217e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15506 members 
Mstep: Class 4 contains 35977 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217613 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11191 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13686 members 
Mstep: Class 12 contains 7201 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 26361 members 
Mstep: Class 15 contains 34196 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 59794 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12566 members 
Mstep: Class 20 contains 41666 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16466 members 
Mstep: Class 24 contains 193371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822096.000000 Penalty: 80247.148438
Iteration 323Q: 25 clusters Score -9.08221e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15509 members 
Mstep: Class 4 contains 35975 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217631 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11190 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13684 members 
Mstep: Class 12 contains 7208 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26360 members 
Mstep: Class 15 contains 34199 members 
Mstep: Class 16 contains 7574 members 
Mstep: Class 17 contains 59788 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12563 members 
Mstep: Class 20 contains 41672 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16434 members 
Mstep: Class 24 contains 193374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822064.000000 Penalty: 80247.148438
Iteration 324Q: 25 clusters Score -9.082206e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15506 members 
Mstep: Class 4 contains 35977 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217670 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11192 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13682 members 
Mstep: Class 12 contains 7208 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 26364 members 
Mstep: Class 15 contains 34200 members 
Mstep: Class 16 contains 7579 members 
Mstep: Class 17 contains 59786 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12560 members 
Mstep: Class 20 contains 41681 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16389 members 
Mstep: Class 24 contains 193368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822072.000000 Penalty: 80247.148438
Iteration 325Q: 25 clusters Score -9.082207e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15504 members 
Mstep: Class 4 contains 35977 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217692 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13682 members 
Mstep: Class 12 contains 7211 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 26363 members 
Mstep: Class 15 contains 34202 members 
Mstep: Class 16 contains 7586 members 
Mstep: Class 17 contains 59781 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12562 members 
Mstep: Class 20 contains 41688 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16354 members 
Mstep: Class 24 contains 193366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822024.000000 Penalty: 80247.148438
Iteration 326Q: 25 clusters Score -9.082202e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15502 members 
Mstep: Class 4 contains 35972 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217703 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13678 members 
Mstep: Class 12 contains 7211 members 
Mstep: Class 13 contains 6859 members 
Mstep: Class 14 contains 26367 members 
Mstep: Class 15 contains 34204 members 
Mstep: Class 16 contains 7593 members 
Mstep: Class 17 contains 59775 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12561 members 
Mstep: Class 20 contains 41693 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16321 members 
Mstep: Class 24 contains 193389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822120.000000 Penalty: 80247.148438
Iteration 327Q: 25 clusters Score -9.082212e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15501 members 
Mstep: Class 4 contains 35971 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217706 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11192 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13676 members 
Mstep: Class 12 contains 7208 members 
Mstep: Class 13 contains 6861 members 
Mstep: Class 14 contains 26366 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7599 members 
Mstep: Class 17 contains 59779 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12557 members 
Mstep: Class 20 contains 41695 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16288 members 
Mstep: Class 24 contains 193420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821976.000000 Penalty: 80247.148438
Iteration 328Q: 25 clusters Score -9.082198e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 35970 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217717 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11188 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13677 members 
Mstep: Class 12 contains 7209 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 34201 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 59772 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12555 members 
Mstep: Class 20 contains 41697 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16253 members 
Mstep: Class 24 contains 193448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822048.000000 Penalty: 80247.148438
Iteration 329Q: 25 clusters Score -9.082205e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15498 members 
Mstep: Class 4 contains 35969 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217708 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11177 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 7210 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34200 members 
Mstep: Class 16 contains 7605 members 
Mstep: Class 17 contains 59766 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12556 members 
Mstep: Class 20 contains 41696 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16226 members 
Mstep: Class 24 contains 193501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822048.000000 Penalty: 80247.148438
Iteration 330Q: 25 clusters Score -9.082205e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 35969 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217706 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11176 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 7211 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 34200 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 59760 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12555 members 
Mstep: Class 20 contains 41697 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16215 members 
Mstep: Class 24 contains 193515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822024.000000 Penalty: 80247.148438
Iteration 331Q: 25 clusters Score -9.082202e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15497 members 
Mstep: Class 4 contains 35969 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217708 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11175 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13670 members 
Mstep: Class 12 contains 7211 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 34198 members 
Mstep: Class 16 contains 7616 members 
Mstep: Class 17 contains 59754 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12555 members 
Mstep: Class 20 contains 41699 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16207 members 
Mstep: Class 24 contains 193527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822064.000000 Penalty: 80247.148438
Iteration 332Q: 25 clusters Score -9.082206e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15498 members 
Mstep: Class 4 contains 35969 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217723 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11176 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13670 members 
Mstep: Class 12 contains 7212 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 34195 members 
Mstep: Class 16 contains 7619 members 
Mstep: Class 17 contains 59744 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12554 members 
Mstep: Class 20 contains 41697 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16195 members 
Mstep: Class 24 contains 193533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822112.000000 Penalty: 80247.148438
Iteration 333Q: 25 clusters Score -9.082211e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15500 members 
Mstep: Class 4 contains 35969 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217724 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11176 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 7212 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 34193 members 
Mstep: Class 16 contains 7621 members 
Mstep: Class 17 contains 59739 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12554 members 
Mstep: Class 20 contains 41697 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16177 members 
Mstep: Class 24 contains 193552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822160.000000 Penalty: 80247.148438
Iteration 334Q: 25 clusters Score -9.082216e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15500 members 
Mstep: Class 4 contains 35968 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217722 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11179 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 7215 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 34193 members 
Mstep: Class 16 contains 7622 members 
Mstep: Class 17 contains 59733 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12554 members 
Mstep: Class 20 contains 41697 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16162 members 
Mstep: Class 24 contains 193569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822072.000000 Penalty: 80247.148438
Iteration 335Q: 25 clusters Score -9.082207e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15498 members 
Mstep: Class 4 contains 35967 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217723 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11177 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 7215 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 34194 members 
Mstep: Class 16 contains 7623 members 
Mstep: Class 17 contains 59729 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12552 members 
Mstep: Class 20 contains 41696 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16147 members 
Mstep: Class 24 contains 193592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822136.000000 Penalty: 80247.148438
Iteration 336Q: 25 clusters Score -9.082214e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 35966 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217728 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11178 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 7217 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 34193 members 
Mstep: Class 16 contains 7623 members 
Mstep: Class 17 contains 59724 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12550 members 
Mstep: Class 20 contains 41697 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16129 members 
Mstep: Class 24 contains 193608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822200.000000 Penalty: 80247.148438
Iteration 337Q: 25 clusters Score -9.08222e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15503 members 
Mstep: Class 4 contains 35967 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217732 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11186 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 7217 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 34194 members 
Mstep: Class 16 contains 7625 members 
Mstep: Class 17 contains 59720 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12548 members 
Mstep: Class 20 contains 41695 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16118 members 
Mstep: Class 24 contains 193610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822200.000000 Penalty: 80247.148438
Iteration 338Q: 25 clusters Score -9.08222e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15501 members 
Mstep: Class 4 contains 35967 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217747 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 7218 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 34193 members 
Mstep: Class 16 contains 7624 members 
Mstep: Class 17 contains 59717 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12546 members 
Mstep: Class 20 contains 41696 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16108 members 
Mstep: Class 24 contains 193605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822176.000000 Penalty: 80247.148438
Iteration 339Q: 25 clusters Score -9.082218e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15501 members 
Mstep: Class 4 contains 35967 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217756 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11194 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 7215 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 34192 members 
Mstep: Class 16 contains 7626 members 
Mstep: Class 17 contains 59717 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12546 members 
Mstep: Class 20 contains 41697 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16098 members 
Mstep: Class 24 contains 193605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822216.000000 Penalty: 80247.148438
Iteration 340F: 25 clusters Score -9.082222e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15501 members 
Mstep: Class 4 contains 35968 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217775 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11199 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 7216 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34191 members 
Mstep: Class 16 contains 7626 members 
Mstep: Class 17 contains 59712 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12545 members 
Mstep: Class 20 contains 41699 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16098 members 
Mstep: Class 24 contains 193581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822256.000000 Penalty: 80247.148438
Iteration 341Q: 25 clusters Score -9.082226e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15501 members 
Mstep: Class 4 contains 35967 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217793 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11202 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 7216 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26376 members 
Mstep: Class 15 contains 34191 members 
Mstep: Class 16 contains 7628 members 
Mstep: Class 17 contains 59707 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12544 members 
Mstep: Class 20 contains 41700 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16095 members 
Mstep: Class 24 contains 193567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822248.000000 Penalty: 80247.148438
Iteration 342Q: 25 clusters Score -9.082225e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15499 members 
Mstep: Class 4 contains 35969 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217807 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11207 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13673 members 
Mstep: Class 12 contains 7212 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26377 members 
Mstep: Class 15 contains 34192 members 
Mstep: Class 16 contains 7627 members 
Mstep: Class 17 contains 59707 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12541 members 
Mstep: Class 20 contains 41701 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16092 members 
Mstep: Class 24 contains 193556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822280.000000 Penalty: 80247.148438
Iteration 343Q: 25 clusters Score -9.082228e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15498 members 
Mstep: Class 4 contains 35968 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217816 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11215 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 7210 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26377 members 
Mstep: Class 15 contains 34194 members 
Mstep: Class 16 contains 7628 members 
Mstep: Class 17 contains 59704 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12540 members 
Mstep: Class 20 contains 41700 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16083 members 
Mstep: Class 24 contains 193555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822336.000000 Penalty: 80247.148438
Iteration 344Q: 25 clusters Score -9.082234e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15495 members 
Mstep: Class 4 contains 35967 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217833 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11219 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13670 members 
Mstep: Class 12 contains 7207 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 34196 members 
Mstep: Class 16 contains 7631 members 
Mstep: Class 17 contains 59703 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12542 members 
Mstep: Class 20 contains 41700 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16078 members 
Mstep: Class 24 contains 193541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822360.000000 Penalty: 80247.148438
Iteration 345Q: 25 clusters Score -9.082236e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15495 members 
Mstep: Class 4 contains 35965 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217854 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11225 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13671 members 
Mstep: Class 12 contains 7209 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 34198 members 
Mstep: Class 16 contains 7631 members 
Mstep: Class 17 contains 59694 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12539 members 
Mstep: Class 20 contains 41699 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16066 members 
Mstep: Class 24 contains 193537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822456.000000 Penalty: 80247.148438
Iteration 346Q: 25 clusters Score -9.082246e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15494 members 
Mstep: Class 4 contains 35965 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217883 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11231 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13672 members 
Mstep: Class 12 contains 7208 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26379 members 
Mstep: Class 15 contains 34194 members 
Mstep: Class 16 contains 7630 members 
Mstep: Class 17 contains 59689 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12534 members 
Mstep: Class 20 contains 41699 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16056 members 
Mstep: Class 24 contains 193527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822448.000000 Penalty: 80247.148438
Iteration 347Q: 25 clusters Score -9.082245e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15494 members 
Mstep: Class 4 contains 35965 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217890 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11237 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13674 members 
Mstep: Class 12 contains 7206 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 34195 members 
Mstep: Class 16 contains 7632 members 
Mstep: Class 17 contains 59689 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12533 members 
Mstep: Class 20 contains 41697 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16044 members 
Mstep: Class 24 contains 193527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822472.000000 Penalty: 80247.148438
Iteration 348Q: 25 clusters Score -9.082247e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15492 members 
Mstep: Class 4 contains 35963 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217912 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11240 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13676 members 
Mstep: Class 12 contains 7204 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 34196 members 
Mstep: Class 16 contains 7633 members 
Mstep: Class 17 contains 59688 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12531 members 
Mstep: Class 20 contains 41699 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16038 members 
Mstep: Class 24 contains 193511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822480.000000 Penalty: 80247.148438
Iteration 349Q: 25 clusters Score -9.082248e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35962 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217932 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11238 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13678 members 
Mstep: Class 12 contains 7203 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26380 members 
Mstep: Class 15 contains 34197 members 
Mstep: Class 16 contains 7635 members 
Mstep: Class 17 contains 59688 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12529 members 
Mstep: Class 20 contains 41698 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16028 members 
Mstep: Class 24 contains 193502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822656.000000 Penalty: 80247.148438
Iteration 350Q: 25 clusters Score -9.082266e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15492 members 
Mstep: Class 4 contains 35960 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217942 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13680 members 
Mstep: Class 12 contains 7202 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26379 members 
Mstep: Class 15 contains 34200 members 
Mstep: Class 16 contains 7636 members 
Mstep: Class 17 contains 59688 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12527 members 
Mstep: Class 20 contains 41700 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16023 members 
Mstep: Class 24 contains 193496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822592.000000 Penalty: 80247.148438
Iteration 351Q: 25 clusters Score -9.082259e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15492 members 
Mstep: Class 4 contains 35960 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217958 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13680 members 
Mstep: Class 12 contains 7199 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26380 members 
Mstep: Class 15 contains 34198 members 
Mstep: Class 16 contains 7637 members 
Mstep: Class 17 contains 59687 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12527 members 
Mstep: Class 20 contains 41699 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16015 members 
Mstep: Class 24 contains 193493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822552.000000 Penalty: 80247.148438
Iteration 352Q: 25 clusters Score -9.082255e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15492 members 
Mstep: Class 4 contains 35959 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217973 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11237 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13680 members 
Mstep: Class 12 contains 7196 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26382 members 
Mstep: Class 15 contains 34198 members 
Mstep: Class 16 contains 7638 members 
Mstep: Class 17 contains 59686 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12527 members 
Mstep: Class 20 contains 41697 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 16004 members 
Mstep: Class 24 contains 193492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822496.000000 Penalty: 80247.148438
Iteration 353Q: 25 clusters Score -9.08225e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15493 members 
Mstep: Class 4 contains 35959 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 217999 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11235 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13682 members 
Mstep: Class 12 contains 7195 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26383 members 
Mstep: Class 15 contains 34198 members 
Mstep: Class 16 contains 7638 members 
Mstep: Class 17 contains 59684 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12527 members 
Mstep: Class 20 contains 41695 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15994 members 
Mstep: Class 24 contains 193479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822520.000000 Penalty: 80247.148438
Iteration 354Q: 25 clusters Score -9.082252e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15493 members 
Mstep: Class 4 contains 35959 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218039 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11231 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13683 members 
Mstep: Class 12 contains 7195 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26382 members 
Mstep: Class 15 contains 34198 members 
Mstep: Class 16 contains 7638 members 
Mstep: Class 17 contains 59679 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12527 members 
Mstep: Class 20 contains 41695 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15983 members 
Mstep: Class 24 contains 193459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822544.000000 Penalty: 80247.148438
Iteration 355Q: 25 clusters Score -9.082254e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15493 members 
Mstep: Class 4 contains 35958 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218074 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11230 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13684 members 
Mstep: Class 12 contains 7195 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26382 members 
Mstep: Class 15 contains 34197 members 
Mstep: Class 16 contains 7638 members 
Mstep: Class 17 contains 59672 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12527 members 
Mstep: Class 20 contains 41694 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15971 members 
Mstep: Class 24 contains 193446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822448.000000 Penalty: 80247.148438
Iteration 356Q: 25 clusters Score -9.082245e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15489 members 
Mstep: Class 4 contains 35956 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218104 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11228 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13687 members 
Mstep: Class 12 contains 7195 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26383 members 
Mstep: Class 15 contains 34198 members 
Mstep: Class 16 contains 7638 members 
Mstep: Class 17 contains 59669 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12525 members 
Mstep: Class 20 contains 41692 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15965 members 
Mstep: Class 24 contains 193432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822544.000000 Penalty: 80247.148438
Iteration 357Q: 25 clusters Score -9.082254e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15485 members 
Mstep: Class 4 contains 35954 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218141 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11226 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13686 members 
Mstep: Class 12 contains 7196 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26385 members 
Mstep: Class 15 contains 34200 members 
Mstep: Class 16 contains 7638 members 
Mstep: Class 17 contains 59663 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12526 members 
Mstep: Class 20 contains 41693 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15955 members 
Mstep: Class 24 contains 193413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822704.000000 Penalty: 80247.148438
Iteration 358Q: 25 clusters Score -9.08227e+07 nChanged 136
Entering ConstructFrom: 
Score: -90822704.000000 Penalty: 80247.148438
Entering ConstructFrom: 
Trying to split cluster 1 (7140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Entering Unmasked Estep 
Score: -789216.062500 Penalty: 2200.620117
	Iteration 0F: 2 clusters Score -789216.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -783424.125000 Penalty: 4401.240234
	Iteration 0F: 3 clusters Score -783424.1 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -785126.875000 Penalty: 4401.240234
	Iteration 1F: 3 clusters Score -785126.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -785585.312500 Penalty: 4401.240234
	Iteration 2F: 3 clusters Score -785585.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -786050.875000 Penalty: 4401.240234
	Iteration 3F: 3 clusters Score -786050.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -786513.625000 Penalty: 4401.240234
	Iteration 4F: 3 clusters Score -786513.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -786933.625000 Penalty: 4401.240234
	Iteration 5F: 3 clusters Score -786933.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -787259.375000 Penalty: 4401.240234
	Iteration 6F: 3 clusters Score -787259.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -787556.625000 Penalty: 4401.240234
	Iteration 7Q: 3 clusters Score -787556.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -787827.312500 Penalty: 4401.240234
	Iteration 8Q: 3 clusters Score -787827.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -788020.625000 Penalty: 4401.240234
	Iteration 9Q: 3 clusters Score -788020.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -788149.687500 Penalty: 4401.240234
	Iteration 10Q: 3 clusters Score -788149.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -788225.937500 Penalty: 4401.240234
	Iteration 11Q: 3 clusters Score -788225.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -788265.500000 Penalty: 4401.240234
	Iteration 12Q: 3 clusters Score -788265.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -788290.812500 Penalty: 4401.240234
	Iteration 13Q: 3 clusters Score -788290.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -788307.812500 Penalty: 4401.240234
	Iteration 14Q: 3 clusters Score -788307.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -788324.000000 Penalty: 4401.240234
	Iteration 15Q: 3 clusters Score -788324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -788333.437500 Penalty: 4401.240234
	Iteration 16Q: 3 clusters Score -788333.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -788339.187500 Penalty: 4401.240234
	Iteration 17Q: 3 clusters Score -788339.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -788344.312500 Penalty: 4401.240234
	Iteration 18Q: 3 clusters Score -788344.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -788346.062500 Penalty: 4401.240234
	Iteration 19Q: 3 clusters Score -788346.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -788351.062500 Penalty: 4401.240234
	Iteration 20F: 3 clusters Score -788351.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -788355.625000 Penalty: 4401.240234
	Iteration 21Q: 3 clusters Score -788355.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -788360.375000 Penalty: 4401.240234
	Iteration 22Q: 3 clusters Score -788360.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -788371.562500 Penalty: 4401.240234
	Iteration 23Q: 3 clusters Score -788371.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -788378.500000 Penalty: 4401.240234
	Iteration 24Q: 3 clusters Score -788378.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -788387.500000 Penalty: 4401.240234
	Iteration 25Q: 3 clusters Score -788387.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -788395.187500 Penalty: 4401.240234
	Iteration 26Q: 3 clusters Score -788395.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -788400.500000 Penalty: 4401.240234
	Iteration 27Q: 3 clusters Score -788400.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -788410.812500 Penalty: 4401.240234
	Iteration 28Q: 3 clusters Score -788410.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -788420.312500 Penalty: 4401.240234
	Iteration 29Q: 3 clusters Score -788420.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -788428.937500 Penalty: 4401.240234
	Iteration 30Q: 3 clusters Score -788428.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -788436.250000 Penalty: 4401.240234
	Iteration 31Q: 3 clusters Score -788436.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -788444.562500 Penalty: 4401.240234
	Iteration 32Q: 3 clusters Score -788444.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -788456.625000 Penalty: 4401.240234
	Iteration 33Q: 3 clusters Score -788456.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -788464.750000 Penalty: 4401.240234
	Iteration 34Q: 3 clusters Score -788464.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -788473.750000 Penalty: 4401.240234
	Iteration 35Q: 3 clusters Score -788473.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -788487.750000 Penalty: 4401.240234
	Iteration 36Q: 3 clusters Score -788487.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -788501.437500 Penalty: 4401.240234
	Iteration 37Q: 3 clusters Score -788501.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -788512.562500 Penalty: 4401.240234
	Iteration 38Q: 3 clusters Score -788512.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -788522.375000 Penalty: 4401.240234
	Iteration 39Q: 3 clusters Score -788522.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -788535.937500 Penalty: 4401.240234
	Iteration 40F: 3 clusters Score -788535.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -788544.250000 Penalty: 4401.240234
	Iteration 41Q: 3 clusters Score -788544.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -788556.062500 Penalty: 4401.240234
	Iteration 42Q: 3 clusters Score -788556.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -788568.875000 Penalty: 4401.240234
	Iteration 43Q: 3 clusters Score -788568.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -788580.750000 Penalty: 4401.240234
	Iteration 44Q: 3 clusters Score -788580.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -788592.562500 Penalty: 4401.240234
	Iteration 45Q: 3 clusters Score -788592.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -788602.500000 Penalty: 4401.240234
	Iteration 46Q: 3 clusters Score -788602.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -788615.937500 Penalty: 4401.240234
	Iteration 47Q: 3 clusters Score -788615.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -788636.312500 Penalty: 4401.240234
	Iteration 48Q: 3 clusters Score -788636.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -788668.062500 Penalty: 4401.240234
	Iteration 49Q: 3 clusters Score -788668.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -788687.375000 Penalty: 4401.240234
	Iteration 50Q: 3 clusters Score -788687.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -788699.937500 Penalty: 4401.240234
	Iteration 51Q: 3 clusters Score -788699.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -788716.812500 Penalty: 4401.240234
	Iteration 52Q: 3 clusters Score -788716.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -788734.500000 Penalty: 4401.240234
	Iteration 53Q: 3 clusters Score -788734.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -788748.000000 Penalty: 4401.240234
	Iteration 54Q: 3 clusters Score -788748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -788762.625000 Penalty: 4401.240234
	Iteration 55Q: 3 clusters Score -788762.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -788778.000000 Penalty: 4401.240234
	Iteration 56Q: 3 clusters Score -788778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -788790.812500 Penalty: 4401.240234
	Iteration 57Q: 3 clusters Score -788790.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -788803.375000 Penalty: 4401.240234
	Iteration 58Q: 3 clusters Score -788803.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -788813.437500 Penalty: 4401.240234
	Iteration 59Q: 3 clusters Score -788813.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -788823.937500 Penalty: 4401.240234
	Iteration 60F: 3 clusters Score -788823.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -788833.750000 Penalty: 4401.240234
	Iteration 61Q: 3 clusters Score -788833.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -788843.687500 Penalty: 4401.240234
	Iteration 62Q: 3 clusters Score -788843.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -788855.375000 Penalty: 4401.240234
	Iteration 63Q: 3 clusters Score -788855.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -788863.125000 Penalty: 4401.240234
	Iteration 64Q: 3 clusters Score -788863.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -788869.687500 Penalty: 4401.240234
	Iteration 65Q: 3 clusters Score -788869.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -788876.375000 Penalty: 4401.240234
	Iteration 66Q: 3 clusters Score -788876.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -788882.562500 Penalty: 4401.240234
	Iteration 67Q: 3 clusters Score -788882.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -788888.937500 Penalty: 4401.240234
	Iteration 68Q: 3 clusters Score -788888.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -788895.250000 Penalty: 4401.240234
	Iteration 69Q: 3 clusters Score -788895.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -788900.687500 Penalty: 4401.240234
	Iteration 70Q: 3 clusters Score -788900.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -788904.937500 Penalty: 4401.240234
	Iteration 71Q: 3 clusters Score -788904.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -788904.750000 Penalty: 4401.240234
	Iteration 72Q: 3 clusters Score -788904.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -788904.812500 Penalty: 4401.240234
	Iteration 73Q: 3 clusters Score -788904.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -788908.062500 Penalty: 4401.240234
	Iteration 74Q: 3 clusters Score -788908.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -788906.250000 Penalty: 4401.240234
	Iteration 75Q: 3 clusters Score -788906.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -788908.062500 Penalty: 4401.240234
	Iteration 76Q: 3 clusters Score -788908.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -788907.312500 Penalty: 4401.240234
	Iteration 77Q: 3 clusters Score -788907.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -788910.625000 Penalty: 4401.240234
	Iteration 78Q: 3 clusters Score -788910.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -788911.562500 Penalty: 4401.240234
	Iteration 79Q: 3 clusters Score -788911.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -788909.937500 Penalty: 4401.240234
	Iteration 80F: 3 clusters Score -788909.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -788909.187500 Penalty: 4401.240234
	Iteration 81Q: 3 clusters Score -788909.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -788908.875000 Penalty: 4401.240234
	Iteration 82Q: 3 clusters Score -788908.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -788911.000000 Penalty: 4401.240234
	Iteration 83Q: 3 clusters Score -788911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -788911.000000 Penalty: 4401.240234
	Iteration 84F: 3 clusters Score -788911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -104715.226562 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -104715.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -102887.687500 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -102887.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103470.718750 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -103470.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -103748.898438 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -103748.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -104001.906250 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -104001.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -104269.484375 Penalty: 3393.970947
	Iteration 4F: 3 clusters Score -104269.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -104438.421875 Penalty: 3393.970947
	Iteration 5Q: 3 clusters Score -104438.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -104506.250000 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -104506.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -104524.835938 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -104524.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -104542.125000 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -104542.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -104551.148438 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -104551.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -104561.492188 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -104561.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -104565.968750 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -104566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -104576.625000 Penalty: 3393.970947
	Iteration 12Q: 3 clusters Score -104576.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -104581.875000 Penalty: 3393.970947
	Iteration 13Q: 3 clusters Score -104581.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -104581.875000 Penalty: 3393.970947
	Iteration 14F: 3 clusters Score -104581.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Entering Unmasked Estep 
Score: -2022573.125000 Penalty: 2392.627441
	Iteration 0F: 2 clusters Score -2022573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2011364.000000 Penalty: 4785.254883
	Iteration 0F: 3 clusters Score -2011364 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2014813.000000 Penalty: 4785.254883
	Iteration 1F: 3 clusters Score -2014813 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2015163.750000 Penalty: 4785.254883
	Iteration 2F: 3 clusters Score -2015164 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2015469.625000 Penalty: 4785.254883
	Iteration 3Q: 3 clusters Score -2015470 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2015808.125000 Penalty: 4785.254883
	Iteration 4Q: 3 clusters Score -2015808 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2016163.625000 Penalty: 4785.254883
	Iteration 5Q: 3 clusters Score -2016164 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2016522.750000 Penalty: 4785.254883
	Iteration 6Q: 3 clusters Score -2016523 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2016903.125000 Penalty: 4785.254883
	Iteration 7Q: 3 clusters Score -2016903 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2017297.750000 Penalty: 4785.254883
	Iteration 8Q: 3 clusters Score -2017298 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2017734.750000 Penalty: 4785.254883
	Iteration 9Q: 3 clusters Score -2017735 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2018192.875000 Penalty: 4785.254883
	Iteration 10Q: 3 clusters Score -2018193 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2018619.875000 Penalty: 4785.254883
	Iteration 11Q: 3 clusters Score -2018620 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2019026.375000 Penalty: 4785.254883
	Iteration 12Q: 3 clusters Score -2019026 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2019401.625000 Penalty: 4785.254883
	Iteration 13Q: 3 clusters Score -2019402 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -2019660.625000 Penalty: 4785.254883
	Iteration 14Q: 3 clusters Score -2019661 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2019815.250000 Penalty: 4785.254883
	Iteration 15Q: 3 clusters Score -2019815 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2019898.875000 Penalty: 4785.254883
	Iteration 16Q: 3 clusters Score -2019899 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2019965.750000 Penalty: 4785.254883
	Iteration 17Q: 3 clusters Score -2019966 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2020026.125000 Penalty: 4785.254883
	Iteration 18Q: 3 clusters Score -2020026 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2020083.625000 Penalty: 4785.254883
	Iteration 19Q: 3 clusters Score -2020084 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2020138.125000 Penalty: 4785.254883
	Iteration 20F: 3 clusters Score -2020138 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2020177.625000 Penalty: 4785.254883
	Iteration 21Q: 3 clusters Score -2020178 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2020221.500000 Penalty: 4785.254883
	Iteration 22Q: 3 clusters Score -2020222 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2020255.250000 Penalty: 4785.254883
	Iteration 23Q: 3 clusters Score -2020255 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2020275.750000 Penalty: 4785.254883
	Iteration 24Q: 3 clusters Score -2020276 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2020291.500000 Penalty: 4785.254883
	Iteration 25Q: 3 clusters Score -2020292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2020321.500000 Penalty: 4785.254883
	Iteration 26Q: 3 clusters Score -2020322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2020348.875000 Penalty: 4785.254883
	Iteration 27Q: 3 clusters Score -2020349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2020379.875000 Penalty: 4785.254883
	Iteration 28Q: 3 clusters Score -2020380 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2020412.000000 Penalty: 4785.254883
	Iteration 29Q: 3 clusters Score -2020412 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2020430.000000 Penalty: 4785.254883
	Iteration 30Q: 3 clusters Score -2020430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2020438.375000 Penalty: 4785.254883
	Iteration 31Q: 3 clusters Score -2020438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2020453.375000 Penalty: 4785.254883
	Iteration 32Q: 3 clusters Score -2020453 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2020465.750000 Penalty: 4785.254883
	Iteration 33Q: 3 clusters Score -2020466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2020476.125000 Penalty: 4785.254883
	Iteration 34Q: 3 clusters Score -2020476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2020481.375000 Penalty: 4785.254883
	Iteration 35Q: 3 clusters Score -2020481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2020487.500000 Penalty: 4785.254883
	Iteration 36Q: 3 clusters Score -2020488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2020498.250000 Penalty: 4785.254883
	Iteration 37Q: 3 clusters Score -2020498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2020509.375000 Penalty: 4785.254883
	Iteration 38Q: 3 clusters Score -2020509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2020516.125000 Penalty: 4785.254883
	Iteration 39Q: 3 clusters Score -2020516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2020525.625000 Penalty: 4785.254883
	Iteration 40F: 3 clusters Score -2020526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2020527.125000 Penalty: 4785.254883
	Iteration 41Q: 3 clusters Score -2020527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2020537.000000 Penalty: 4785.254883
	Iteration 42Q: 3 clusters Score -2020537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2020543.125000 Penalty: 4785.254883
	Iteration 43Q: 3 clusters Score -2020543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2020542.500000 Penalty: 4785.254883
	Iteration 44Q: 3 clusters Score -2020542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2020544.875000 Penalty: 4785.254883
	Iteration 45Q: 3 clusters Score -2020545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2020548.125000 Penalty: 4785.254883
	Iteration 46Q: 3 clusters Score -2020548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2020546.625000 Penalty: 4785.254883
	Iteration 47Q: 3 clusters Score -2020547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2020548.875000 Penalty: 4785.254883
	Iteration 48Q: 3 clusters Score -2020549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2020548.125000 Penalty: 4785.254883
	Iteration 49Q: 3 clusters Score -2020548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2020545.625000 Penalty: 4785.254883
	Iteration 50Q: 3 clusters Score -2020546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2020552.625000 Penalty: 4785.254883
	Iteration 51Q: 3 clusters Score -2020553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2020557.000000 Penalty: 4785.254883
	Iteration 52Q: 3 clusters Score -2020557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2020553.625000 Penalty: 4785.254883
	Iteration 53Q: 3 clusters Score -2020554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2020555.125000 Penalty: 4785.254883
	Iteration 54Q: 3 clusters Score -2020555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2020554.500000 Penalty: 4785.254883
	Iteration 55Q: 3 clusters Score -2020554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2020556.875000 Penalty: 4785.254883
	Iteration 56Q: 3 clusters Score -2020557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2020556.750000 Penalty: 4785.254883
	Iteration 57Q: 3 clusters Score -2020557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2020556.750000 Penalty: 4785.254883
	Iteration 58F: 3 clusters Score -2020557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Entering Unmasked Estep 
Score: -4600411.000000 Penalty: 2601.511963
	Iteration 0F: 2 clusters Score -4600411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -4575977.500000 Penalty: 5203.023926
	Iteration 0F: 3 clusters Score -4575978 nChanged 16353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -4584856.500000 Penalty: 5203.023926
	Iteration 1F: 3 clusters Score -4584856 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -4585215.000000 Penalty: 5203.023926
	Iteration 2Q: 3 clusters Score -4585215 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -4585540.500000 Penalty: 5203.023926
	Iteration 3Q: 3 clusters Score -4585540 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -4585809.500000 Penalty: 5203.023926
	Iteration 4Q: 3 clusters Score -4585810 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -4586037.000000 Penalty: 5203.023926
	Iteration 5Q: 3 clusters Score -4586037 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -4586248.000000 Penalty: 5203.023926
	Iteration 6Q: 3 clusters Score -4586248 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -4586455.500000 Penalty: 5203.023926
	Iteration 7Q: 3 clusters Score -4586456 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -4586662.000000 Penalty: 5203.023926
	Iteration 8Q: 3 clusters Score -4586662 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -4586927.000000 Penalty: 5203.023926
	Iteration 9Q: 3 clusters Score -4586927 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -4587270.500000 Penalty: 5203.023926
	Iteration 10Q: 3 clusters Score -4587270 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -4587706.000000 Penalty: 5203.023926
	Iteration 11Q: 3 clusters Score -4587706 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -4588314.500000 Penalty: 5203.023926
	Iteration 12Q: 3 clusters Score -4588314 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -4589147.500000 Penalty: 5203.023926
	Iteration 13Q: 3 clusters Score -4589148 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -4590386.500000 Penalty: 5203.023926
	Iteration 14F: 3 clusters Score -4590386 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -4591929.000000 Penalty: 5203.023926
	Iteration 15F: 3 clusters Score -4591929 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -4593793.000000 Penalty: 5203.023926
	Iteration 16F: 3 clusters Score -4593793 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -4595487.500000 Penalty: 5203.023926
	Iteration 17F: 3 clusters Score -4595488 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4596798.000000 Penalty: 5203.023926
	Iteration 18Q: 3 clusters Score -4596798 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4597703.500000 Penalty: 5203.023926
	Iteration 19Q: 3 clusters Score -4597704 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4598143.000000 Penalty: 5203.023926
	Iteration 20F: 3 clusters Score -4598143 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4598324.500000 Penalty: 5203.023926
	Iteration 21Q: 3 clusters Score -4598324 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4598437.000000 Penalty: 5203.023926
	Iteration 22Q: 3 clusters Score -4598437 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4598519.500000 Penalty: 5203.023926
	Iteration 23Q: 3 clusters Score -4598520 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4598555.000000 Penalty: 5203.023926
	Iteration 24Q: 3 clusters Score -4598555 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4598576.000000 Penalty: 5203.023926
	Iteration 25Q: 3 clusters Score -4598576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4598603.500000 Penalty: 5203.023926
	Iteration 26Q: 3 clusters Score -4598604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4598615.000000 Penalty: 5203.023926
	Iteration 27Q: 3 clusters Score -4598615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4598619.000000 Penalty: 5203.023926
	Iteration 28Q: 3 clusters Score -4598619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4598626.500000 Penalty: 5203.023926
	Iteration 29Q: 3 clusters Score -4598626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4598627.500000 Penalty: 5203.023926
	Iteration 30Q: 3 clusters Score -4598628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4598628.500000 Penalty: 5203.023926
	Iteration 31Q: 3 clusters Score -4598628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4598632.000000 Penalty: 5203.023926
	Iteration 32Q: 3 clusters Score -4598632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4598631.000000 Penalty: 5203.023926
	Iteration 33Q: 3 clusters Score -4598631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4598631.000000 Penalty: 5203.023926
	Iteration 34Q: 3 clusters Score -4598631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4598632.500000 Penalty: 5203.023926
	Iteration 35Q: 3 clusters Score -4598632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4598632.500000 Penalty: 5203.023926
	Iteration 36F: 3 clusters Score -4598632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -113490.718750 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -113490.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -111553.476562 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -111553.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -111912.312500 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -111912.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -112114.179688 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -112114.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -112313.843750 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -112313.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -112577.976562 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -112578 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112992.921875 Penalty: 3437.525391
	Iteration 5F: 3 clusters Score -112992.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113292.000000 Penalty: 3437.525391
	Iteration 6F: 3 clusters Score -113292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -113669.718750 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -113669.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113896.726562 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -113896.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -113974.929688 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -113974.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -114104.132812 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -114104.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -114167.531250 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -114167.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -114190.460938 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -114190.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -114195.820312 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -114195.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -114195.820312 Penalty: 3437.525391
	Iteration 14F: 3 clusters Score -114195.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15486 members 
Mstep: Class 4 contains 35953 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 218174 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11224 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13685 members 
Mstep: Class 12 contains 7197 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26384 members 
Mstep: Class 15 contains 34201 members 
Mstep: Class 16 contains 7638 members 
Mstep: Class 17 contains 59652 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12525 members 
Mstep: Class 20 contains 41692 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15942 members 
Mstep: Class 24 contains 193408 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
Score: -90821816.000000 Penalty: 83590.781250
Splitting cluster 5 changes total score from -90822704.000000 to -90821816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (218174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218174 members 
Entering Unmasked Estep 
Score: -28446562.000000 Penalty: 3048.675781
	Iteration 0F: 2 clusters Score -2.844656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109110 members 
Mstep: Class 2 contains 109064 members 
Entering Unmasked Estep 
Score: -28306430.000000 Penalty: 6097.351562
	Iteration 0F: 3 clusters Score -2.830643e+07 nChanged 105096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108524 members 
Mstep: Class 2 contains 109650 members 
Entering Unmasked Estep 
Score: -28367646.000000 Penalty: 6097.351562
	Iteration 1F: 3 clusters Score -2.836765e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108325 members 
Mstep: Class 2 contains 109849 members 
Entering Unmasked Estep 
Score: -28368526.000000 Penalty: 6097.351562
	Iteration 2Q: 3 clusters Score -2.836853e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108172 members 
Mstep: Class 2 contains 110002 members 
Entering Unmasked Estep 
Score: -28369660.000000 Penalty: 6097.351562
	Iteration 3Q: 3 clusters Score -2.836966e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108128 members 
Mstep: Class 2 contains 110046 members 
Entering Unmasked Estep 
Score: -28370590.000000 Penalty: 6097.351562
	Iteration 4Q: 3 clusters Score -2.837059e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107990 members 
Mstep: Class 2 contains 110184 members 
Entering Unmasked Estep 
Score: -28371844.000000 Penalty: 6097.351562
	Iteration 5Q: 3 clusters Score -2.837184e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107870 members 
Mstep: Class 2 contains 110304 members 
Entering Unmasked Estep 
Score: -28372988.000000 Penalty: 6097.351562
	Iteration 6Q: 3 clusters Score -2.837299e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107757 members 
Mstep: Class 2 contains 110417 members 
Entering Unmasked Estep 
Score: -28374620.000000 Penalty: 6097.351562
	Iteration 7Q: 3 clusters Score -2.837462e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107613 members 
Mstep: Class 2 contains 110561 members 
Entering Unmasked Estep 
Score: -28376728.000000 Penalty: 6097.351562
	Iteration 8Q: 3 clusters Score -2.837673e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107364 members 
Mstep: Class 2 contains 110810 members 
Entering Unmasked Estep 
Score: -28380238.000000 Penalty: 6097.351562
	Iteration 9Q: 3 clusters Score -2.838024e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107086 members 
Mstep: Class 2 contains 111088 members 
Entering Unmasked Estep 
Score: -28385958.000000 Penalty: 6097.351562
	Iteration 10Q: 3 clusters Score -2.838596e+07 nChanged 12486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106746 members 
Mstep: Class 2 contains 111428 members 
Entering Unmasked Estep 
Score: -28395142.000000 Penalty: 6097.351562
	Iteration 11F: 3 clusters Score -2.839514e+07 nChanged 13894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106490 members 
Mstep: Class 2 contains 111684 members 
Entering Unmasked Estep 
Score: -28404948.000000 Penalty: 6097.351562
	Iteration 12F: 3 clusters Score -2.840495e+07 nChanged 12048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106294 members 
Mstep: Class 2 contains 111880 members 
Entering Unmasked Estep 
Score: -28411066.000000 Penalty: 6097.351562
	Iteration 13F: 3 clusters Score -2.841107e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106127 members 
Mstep: Class 2 contains 112047 members 
Entering Unmasked Estep 
Score: -28413424.000000 Penalty: 6097.351562
	Iteration 14Q: 3 clusters Score -2.841342e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105865 members 
Mstep: Class 2 contains 112309 members 
Entering Unmasked Estep 
Score: -28414318.000000 Penalty: 6097.351562
	Iteration 15Q: 3 clusters Score -2.841432e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105559 members 
Mstep: Class 2 contains 112615 members 
Entering Unmasked Estep 
Score: -28414860.000000 Penalty: 6097.351562
	Iteration 16Q: 3 clusters Score -2.841486e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105220 members 
Mstep: Class 2 contains 112954 members 
Entering Unmasked Estep 
Score: -28415358.000000 Penalty: 6097.351562
	Iteration 17Q: 3 clusters Score -2.841536e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104833 members 
Mstep: Class 2 contains 113341 members 
Entering Unmasked Estep 
Score: -28415804.000000 Penalty: 6097.351562
	Iteration 18Q: 3 clusters Score -2.84158e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104392 members 
Mstep: Class 2 contains 113782 members 
Entering Unmasked Estep 
Score: -28416410.000000 Penalty: 6097.351562
	Iteration 19Q: 3 clusters Score -2.841641e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103925 members 
Mstep: Class 2 contains 114249 members 
Entering Unmasked Estep 
Score: -28416816.000000 Penalty: 6097.351562
	Iteration 20F: 3 clusters Score -2.841682e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103411 members 
Mstep: Class 2 contains 114763 members 
Entering Unmasked Estep 
Score: -28417474.000000 Penalty: 6097.351562
	Iteration 21Q: 3 clusters Score -2.841747e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102789 members 
Mstep: Class 2 contains 115385 members 
Entering Unmasked Estep 
Score: -28417982.000000 Penalty: 6097.351562
	Iteration 22Q: 3 clusters Score -2.841798e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102076 members 
Mstep: Class 2 contains 116098 members 
Entering Unmasked Estep 
Score: -28418516.000000 Penalty: 6097.351562
	Iteration 23Q: 3 clusters Score -2.841852e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101176 members 
Mstep: Class 2 contains 116998 members 
Entering Unmasked Estep 
Score: -28419086.000000 Penalty: 6097.351562
	Iteration 24Q: 3 clusters Score -2.841909e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100208 members 
Mstep: Class 2 contains 117966 members 
Entering Unmasked Estep 
Score: -28419704.000000 Penalty: 6097.351562
	Iteration 25Q: 3 clusters Score -2.84197e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99043 members 
Mstep: Class 2 contains 119131 members 
Entering Unmasked Estep 
Score: -28420542.000000 Penalty: 6097.351562
	Iteration 26Q: 3 clusters Score -2.842054e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97727 members 
Mstep: Class 2 contains 120447 members 
Entering Unmasked Estep 
Score: -28421224.000000 Penalty: 6097.351562
	Iteration 27Q: 3 clusters Score -2.842122e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96291 members 
Mstep: Class 2 contains 121883 members 
Entering Unmasked Estep 
Score: -28422058.000000 Penalty: 6097.351562
	Iteration 28Q: 3 clusters Score -2.842206e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94666 members 
Mstep: Class 2 contains 123508 members 
Entering Unmasked Estep 
Score: -28422904.000000 Penalty: 6097.351562
	Iteration 29Q: 3 clusters Score -2.84229e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92795 members 
Mstep: Class 2 contains 125379 members 
Entering Unmasked Estep 
Score: -28423808.000000 Penalty: 6097.351562
	Iteration 30Q: 3 clusters Score -2.842381e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90658 members 
Mstep: Class 2 contains 127516 members 
Entering Unmasked Estep 
Score: -28424888.000000 Penalty: 6097.351562
	Iteration 31Q: 3 clusters Score -2.842489e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88278 members 
Mstep: Class 2 contains 129896 members 
Entering Unmasked Estep 
Score: -28425972.000000 Penalty: 6097.351562
	Iteration 32Q: 3 clusters Score -2.842597e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 132538 members 
Entering Unmasked Estep 
Score: -28427434.000000 Penalty: 6097.351562
	Iteration 33Q: 3 clusters Score -2.842743e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82873 members 
Mstep: Class 2 contains 135301 members 
Entering Unmasked Estep 
Score: -28428898.000000 Penalty: 6097.351562
	Iteration 34Q: 3 clusters Score -2.84289e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 138191 members 
Entering Unmasked Estep 
Score: -28430502.000000 Penalty: 6097.351562
	Iteration 35Q: 3 clusters Score -2.84305e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77163 members 
Mstep: Class 2 contains 141011 members 
Entering Unmasked Estep 
Score: -28432084.000000 Penalty: 6097.351562
	Iteration 36Q: 3 clusters Score -2.843208e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 143715 members 
Entering Unmasked Estep 
Score: -28433636.000000 Penalty: 6097.351562
	Iteration 37Q: 3 clusters Score -2.843364e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71937 members 
Mstep: Class 2 contains 146237 members 
Entering Unmasked Estep 
Score: -28435036.000000 Penalty: 6097.351562
	Iteration 38Q: 3 clusters Score -2.843504e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69689 members 
Mstep: Class 2 contains 148485 members 
Entering Unmasked Estep 
Score: -28436062.000000 Penalty: 6097.351562
	Iteration 39Q: 3 clusters Score -2.843606e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67659 members 
Mstep: Class 2 contains 150515 members 
Entering Unmasked Estep 
Score: -28437190.000000 Penalty: 6097.351562
	Iteration 40F: 3 clusters Score -2.843719e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65569 members 
Mstep: Class 2 contains 152605 members 
Entering Unmasked Estep 
Score: -28437912.000000 Penalty: 6097.351562
	Iteration 41Q: 3 clusters Score -2.843791e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 154499 members 
Entering Unmasked Estep 
Score: -28438240.000000 Penalty: 6097.351562
	Iteration 42Q: 3 clusters Score -2.843824e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 156290 members 
Entering Unmasked Estep 
Score: -28438526.000000 Penalty: 6097.351562
	Iteration 43Q: 3 clusters Score -2.843853e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 158005 members 
Entering Unmasked Estep 
Score: -28438880.000000 Penalty: 6097.351562
	Iteration 44Q: 3 clusters Score -2.843888e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 159609 members 
Entering Unmasked Estep 
Score: -28439154.000000 Penalty: 6097.351562
	Iteration 45Q: 3 clusters Score -2.843915e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57097 members 
Mstep: Class 2 contains 161077 members 
Entering Unmasked Estep 
Score: -28439424.000000 Penalty: 6097.351562
	Iteration 46Q: 3 clusters Score -2.843942e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 162474 members 
Entering Unmasked Estep 
Score: -28439584.000000 Penalty: 6097.351562
	Iteration 47Q: 3 clusters Score -2.843958e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 163817 members 
Entering Unmasked Estep 
Score: -28439692.000000 Penalty: 6097.351562
	Iteration 48Q: 3 clusters Score -2.843969e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 165084 members 
Entering Unmasked Estep 
Score: -28439828.000000 Penalty: 6097.351562
	Iteration 49Q: 3 clusters Score -2.843983e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 166394 members 
Entering Unmasked Estep 
Score: -28439986.000000 Penalty: 6097.351562
	Iteration 50Q: 3 clusters Score -2.843999e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 167708 members 
Entering Unmasked Estep 
Score: -28440064.000000 Penalty: 6097.351562
	Iteration 51Q: 3 clusters Score -2.844006e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 169016 members 
Entering Unmasked Estep 
Score: -28440266.000000 Penalty: 6097.351562
	Iteration 52Q: 3 clusters Score -2.844027e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 170307 members 
Entering Unmasked Estep 
Score: -28440446.000000 Penalty: 6097.351562
	Iteration 53Q: 3 clusters Score -2.844045e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 171649 members 
Entering Unmasked Estep 
Score: -28440494.000000 Penalty: 6097.351562
	Iteration 54Q: 3 clusters Score -2.844049e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 172986 members 
Entering Unmasked Estep 
Score: -28440562.000000 Penalty: 6097.351562
	Iteration 55Q: 3 clusters Score -2.844056e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 174318 members 
Entering Unmasked Estep 
Score: -28440738.000000 Penalty: 6097.351562
	Iteration 56Q: 3 clusters Score -2.844074e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 175543 members 
Entering Unmasked Estep 
Score: -28440926.000000 Penalty: 6097.351562
	Iteration 57Q: 3 clusters Score -2.844093e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 176700 members 
Entering Unmasked Estep 
Score: -28440940.000000 Penalty: 6097.351562
	Iteration 58Q: 3 clusters Score -2.844094e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 177864 members 
Entering Unmasked Estep 
Score: -28441072.000000 Penalty: 6097.351562
	Iteration 59Q: 3 clusters Score -2.844107e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 179057 members 
Entering Unmasked Estep 
Score: -28441300.000000 Penalty: 6097.351562
	Iteration 60F: 3 clusters Score -2.84413e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 180212 members 
Entering Unmasked Estep 
Score: -28441452.000000 Penalty: 6097.351562
	Iteration 61Q: 3 clusters Score -2.844145e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 181333 members 
Entering Unmasked Estep 
Score: -28441580.000000 Penalty: 6097.351562
	Iteration 62Q: 3 clusters Score -2.844158e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 182394 members 
Entering Unmasked Estep 
Score: -28441716.000000 Penalty: 6097.351562
	Iteration 63Q: 3 clusters Score -2.844172e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 183387 members 
Entering Unmasked Estep 
Score: -28441752.000000 Penalty: 6097.351562
	Iteration 64Q: 3 clusters Score -2.844175e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 184368 members 
Entering Unmasked Estep 
Score: -28441816.000000 Penalty: 6097.351562
	Iteration 65Q: 3 clusters Score -2.844182e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 185330 members 
Entering Unmasked Estep 
Score: -28441958.000000 Penalty: 6097.351562
	Iteration 66Q: 3 clusters Score -2.844196e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 186288 members 
Entering Unmasked Estep 
Score: -28441968.000000 Penalty: 6097.351562
	Iteration 67Q: 3 clusters Score -2.844197e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 187271 members 
Entering Unmasked Estep 
Score: -28442038.000000 Penalty: 6097.351562
	Iteration 68Q: 3 clusters Score -2.844204e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 188267 members 
Entering Unmasked Estep 
Score: -28442152.000000 Penalty: 6097.351562
	Iteration 69Q: 3 clusters Score -2.844215e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 189277 members 
Entering Unmasked Estep 
Score: -28442382.000000 Penalty: 6097.351562
	Iteration 70Q: 3 clusters Score -2.844238e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 190259 members 
Entering Unmasked Estep 
Score: -28442374.000000 Penalty: 6097.351562
	Iteration 71Q: 3 clusters Score -2.844237e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 191231 members 
Entering Unmasked Estep 
Score: -28442486.000000 Penalty: 6097.351562
	Iteration 72Q: 3 clusters Score -2.844249e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 192173 members 
Entering Unmasked Estep 
Score: -28442538.000000 Penalty: 6097.351562
	Iteration 73Q: 3 clusters Score -2.844254e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 193100 members 
Entering Unmasked Estep 
Score: -28442604.000000 Penalty: 6097.351562
	Iteration 74Q: 3 clusters Score -2.84426e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 194038 members 
Entering Unmasked Estep 
Score: -28442726.000000 Penalty: 6097.351562
	Iteration 75Q: 3 clusters Score -2.844273e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 194974 members 
Entering Unmasked Estep 
Score: -28442886.000000 Penalty: 6097.351562
	Iteration 76Q: 3 clusters Score -2.844289e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 195881 members 
Entering Unmasked Estep 
Score: -28442960.000000 Penalty: 6097.351562
	Iteration 77Q: 3 clusters Score -2.844296e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 196766 members 
Entering Unmasked Estep 
Score: -28442910.000000 Penalty: 6097.351562
	Iteration 78Q: 3 clusters Score -2.844291e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 197669 members 
Entering Unmasked Estep 
Score: -28442964.000000 Penalty: 6097.351562
	Iteration 79Q: 3 clusters Score -2.844296e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 198563 members 
Entering Unmasked Estep 
Score: -28443056.000000 Penalty: 6097.351562
	Iteration 80F: 3 clusters Score -2.844306e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 199451 members 
Entering Unmasked Estep 
Score: -28443186.000000 Penalty: 6097.351562
	Iteration 81Q: 3 clusters Score -2.844319e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 200347 members 
Entering Unmasked Estep 
Score: -28443280.000000 Penalty: 6097.351562
	Iteration 82Q: 3 clusters Score -2.844328e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 201207 members 
Entering Unmasked Estep 
Score: -28443346.000000 Penalty: 6097.351562
	Iteration 83Q: 3 clusters Score -2.844335e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 202026 members 
Entering Unmasked Estep 
Score: -28443398.000000 Penalty: 6097.351562
	Iteration 84Q: 3 clusters Score -2.84434e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 202783 members 
Entering Unmasked Estep 
Score: -28443486.000000 Penalty: 6097.351562
	Iteration 85Q: 3 clusters Score -2.844349e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 203520 members 
Entering Unmasked Estep 
Score: -28443612.000000 Penalty: 6097.351562
	Iteration 86Q: 3 clusters Score -2.844361e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 204240 members 
Entering Unmasked Estep 
Score: -28443694.000000 Penalty: 6097.351562
	Iteration 87Q: 3 clusters Score -2.844369e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 204931 members 
Entering Unmasked Estep 
Score: -28443738.000000 Penalty: 6097.351562
	Iteration 88Q: 3 clusters Score -2.844374e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 205558 members 
Entering Unmasked Estep 
Score: -28443736.000000 Penalty: 6097.351562
	Iteration 89Q: 3 clusters Score -2.844374e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 206157 members 
Entering Unmasked Estep 
Score: -28443828.000000 Penalty: 6097.351562
	Iteration 90Q: 3 clusters Score -2.844383e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 206737 members 
Entering Unmasked Estep 
Score: -28443750.000000 Penalty: 6097.351562
	Iteration 91Q: 3 clusters Score -2.844375e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 207278 members 
Entering Unmasked Estep 
Score: -28443788.000000 Penalty: 6097.351562
	Iteration 92Q: 3 clusters Score -2.844379e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 207780 members 
Entering Unmasked Estep 
Score: -28443788.000000 Penalty: 6097.351562
	Iteration 93Q: 3 clusters Score -2.844379e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 208222 members 
Entering Unmasked Estep 
Score: -28443744.000000 Penalty: 6097.351562
	Iteration 94Q: 3 clusters Score -2.844374e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 208598 members 
Entering Unmasked Estep 
Score: -28443760.000000 Penalty: 6097.351562
	Iteration 95Q: 3 clusters Score -2.844376e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 208929 members 
Entering Unmasked Estep 
Score: -28443824.000000 Penalty: 6097.351562
	Iteration 96Q: 3 clusters Score -2.844382e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 209289 members 
Entering Unmasked Estep 
Score: -28443828.000000 Penalty: 6097.351562
	Iteration 97Q: 3 clusters Score -2.844383e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 209648 members 
Entering Unmasked Estep 
Score: -28443884.000000 Penalty: 6097.351562
	Iteration 98Q: 3 clusters Score -2.844388e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 210000 members 
Entering Unmasked Estep 
Score: -28443954.000000 Penalty: 6097.351562
	Iteration 99Q: 3 clusters Score -2.844395e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 210340 members 
Entering Unmasked Estep 
Score: -28443942.000000 Penalty: 6097.351562
	Iteration 100F: 3 clusters Score -2.844394e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 210667 members 
Entering Unmasked Estep 
Score: -28443914.000000 Penalty: 6097.351562
	Iteration 101Q: 3 clusters Score -2.844391e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 210990 members 
Entering Unmasked Estep 
Score: -28443938.000000 Penalty: 6097.351562
	Iteration 102Q: 3 clusters Score -2.844394e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 211280 members 
Entering Unmasked Estep 
Score: -28443950.000000 Penalty: 6097.351562
	Iteration 103Q: 3 clusters Score -2.844395e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 211553 members 
Entering Unmasked Estep 
Score: -28444020.000000 Penalty: 6097.351562
	Iteration 104Q: 3 clusters Score -2.844402e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 211831 members 
Entering Unmasked Estep 
Score: -28444052.000000 Penalty: 6097.351562
	Iteration 105Q: 3 clusters Score -2.844405e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 212095 members 
Entering Unmasked Estep 
Score: -28444068.000000 Penalty: 6097.351562
	Iteration 106Q: 3 clusters Score -2.844407e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 212376 members 
Entering Unmasked Estep 
Score: -28444118.000000 Penalty: 6097.351562
	Iteration 107Q: 3 clusters Score -2.844412e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 212646 members 
Entering Unmasked Estep 
Score: -28444070.000000 Penalty: 6097.351562
	Iteration 108Q: 3 clusters Score -2.844407e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 212882 members 
Entering Unmasked Estep 
Score: -28444116.000000 Penalty: 6097.351562
	Iteration 109Q: 3 clusters Score -2.844412e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 213079 members 
Entering Unmasked Estep 
Score: -28444146.000000 Penalty: 6097.351562
	Iteration 110Q: 3 clusters Score -2.844415e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 213264 members 
Entering Unmasked Estep 
Score: -28444166.000000 Penalty: 6097.351562
	Iteration 111Q: 3 clusters Score -2.844417e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 213446 members 
Entering Unmasked Estep 
Score: -28444136.000000 Penalty: 6097.351562
	Iteration 112Q: 3 clusters Score -2.844414e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 213605 members 
Entering Unmasked Estep 
Score: -28444204.000000 Penalty: 6097.351562
	Iteration 113Q: 3 clusters Score -2.84442e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 213775 members 
Entering Unmasked Estep 
Score: -28444178.000000 Penalty: 6097.351562
	Iteration 114Q: 3 clusters Score -2.844418e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 213949 members 
Entering Unmasked Estep 
Score: -28444202.000000 Penalty: 6097.351562
	Iteration 115Q: 3 clusters Score -2.84442e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 214108 members 
Entering Unmasked Estep 
Score: -28444192.000000 Penalty: 6097.351562
	Iteration 116Q: 3 clusters Score -2.844419e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 214247 members 
Entering Unmasked Estep 
Score: -28444178.000000 Penalty: 6097.351562
	Iteration 117Q: 3 clusters Score -2.844418e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 214388 members 
Entering Unmasked Estep 
Score: -28444222.000000 Penalty: 6097.351562
	Iteration 118Q: 3 clusters Score -2.844422e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 214509 members 
Entering Unmasked Estep 
Score: -28444244.000000 Penalty: 6097.351562
	Iteration 119Q: 3 clusters Score -2.844424e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 214652 members 
Entering Unmasked Estep 
Score: -28444210.000000 Penalty: 6097.351562
	Iteration 120F: 3 clusters Score -2.844421e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 214797 members 
Entering Unmasked Estep 
Score: -28444236.000000 Penalty: 6097.351562
	Iteration 121Q: 3 clusters Score -2.844424e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 214921 members 
Entering Unmasked Estep 
Score: -28444222.000000 Penalty: 6097.351562
	Iteration 122Q: 3 clusters Score -2.844422e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 215023 members 
Entering Unmasked Estep 
Score: -28444218.000000 Penalty: 6097.351562
	Iteration 123Q: 3 clusters Score -2.844422e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 215107 members 
Entering Unmasked Estep 
Score: -28444192.000000 Penalty: 6097.351562
	Iteration 124Q: 3 clusters Score -2.844419e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 215176 members 
Entering Unmasked Estep 
Score: -28444228.000000 Penalty: 6097.351562
	Iteration 125Q: 3 clusters Score -2.844423e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 215238 members 
Entering Unmasked Estep 
Score: -28444252.000000 Penalty: 6097.351562
	Iteration 126Q: 3 clusters Score -2.844425e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 215294 members 
Entering Unmasked Estep 
Score: -28444286.000000 Penalty: 6097.351562
	Iteration 127Q: 3 clusters Score -2.844429e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 215358 members 
Entering Unmasked Estep 
Score: -28444282.000000 Penalty: 6097.351562
	Iteration 128Q: 3 clusters Score -2.844428e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 215425 members 
Entering Unmasked Estep 
Score: -28444280.000000 Penalty: 6097.351562
	Iteration 129Q: 3 clusters Score -2.844428e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 215482 members 
Entering Unmasked Estep 
Score: -28444298.000000 Penalty: 6097.351562
	Iteration 130Q: 3 clusters Score -2.84443e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 215531 members 
Entering Unmasked Estep 
Score: -28444292.000000 Penalty: 6097.351562
	Iteration 131Q: 3 clusters Score -2.844429e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 215581 members 
Entering Unmasked Estep 
Score: -28444298.000000 Penalty: 6097.351562
	Iteration 132Q: 3 clusters Score -2.84443e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 215625 members 
Entering Unmasked Estep 
Score: -28444284.000000 Penalty: 6097.351562
	Iteration 133Q: 3 clusters Score -2.844428e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 215669 members 
Entering Unmasked Estep 
Score: -28444258.000000 Penalty: 6097.351562
	Iteration 134Q: 3 clusters Score -2.844426e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 215704 members 
Entering Unmasked Estep 
Score: -28444270.000000 Penalty: 6097.351562
	Iteration 135Q: 3 clusters Score -2.844427e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 215733 members 
Entering Unmasked Estep 
Score: -28444266.000000 Penalty: 6097.351562
	Iteration 136Q: 3 clusters Score -2.844427e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 215765 members 
Entering Unmasked Estep 
Score: -28444232.000000 Penalty: 6097.351562
	Iteration 137Q: 3 clusters Score -2.844423e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 215794 members 
Entering Unmasked Estep 
Score: -28444266.000000 Penalty: 6097.351562
	Iteration 138Q: 3 clusters Score -2.844427e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 215822 members 
Entering Unmasked Estep 
Score: -28444254.000000 Penalty: 6097.351562
	Iteration 139Q: 3 clusters Score -2.844425e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 215843 members 
Entering Unmasked Estep 
Score: -28444280.000000 Penalty: 6097.351562
	Iteration 140F: 3 clusters Score -2.844428e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 215859 members 
Entering Unmasked Estep 
Score: -28444286.000000 Penalty: 6097.351562
	Iteration 141Q: 3 clusters Score -2.844429e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 215878 members 
Entering Unmasked Estep 
Score: -28444288.000000 Penalty: 6097.351562
	Iteration 142Q: 3 clusters Score -2.844429e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 215901 members 
Entering Unmasked Estep 
Score: -28444280.000000 Penalty: 6097.351562
	Iteration 143Q: 3 clusters Score -2.844428e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 215924 members 
Entering Unmasked Estep 
Score: -28444278.000000 Penalty: 6097.351562
	Iteration 144Q: 3 clusters Score -2.844428e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 215942 members 
Entering Unmasked Estep 
Score: -28444250.000000 Penalty: 6097.351562
	Iteration 145Q: 3 clusters Score -2.844425e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 215961 members 
Entering Unmasked Estep 
Score: -28444252.000000 Penalty: 6097.351562
	Iteration 146Q: 3 clusters Score -2.844425e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 215979 members 
Entering Unmasked Estep 
Score: -28444262.000000 Penalty: 6097.351562
	Iteration 147Q: 3 clusters Score -2.844426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 215990 members 
Entering Unmasked Estep 
Score: -28444256.000000 Penalty: 6097.351562
	Iteration 148Q: 3 clusters Score -2.844426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 216001 members 
Entering Unmasked Estep 
Score: -28444290.000000 Penalty: 6097.351562
	Iteration 149Q: 3 clusters Score -2.844429e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 216015 members 
Entering Unmasked Estep 
Score: -28444298.000000 Penalty: 6097.351562
	Iteration 150Q: 3 clusters Score -2.84443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 216025 members 
Entering Unmasked Estep 
Score: -28444284.000000 Penalty: 6097.351562
	Iteration 151Q: 3 clusters Score -2.844428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 216039 members 
Entering Unmasked Estep 
Score: -28444312.000000 Penalty: 6097.351562
	Iteration 152Q: 3 clusters Score -2.844431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 216054 members 
Entering Unmasked Estep 
Score: -28444292.000000 Penalty: 6097.351562
	Iteration 153Q: 3 clusters Score -2.844429e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 216068 members 
Entering Unmasked Estep 
Score: -28444282.000000 Penalty: 6097.351562
	Iteration 154Q: 3 clusters Score -2.844428e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 216083 members 
Entering Unmasked Estep 
Score: -28444272.000000 Penalty: 6097.351562
	Iteration 155Q: 3 clusters Score -2.844427e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 216103 members 
Entering Unmasked Estep 
Score: -28444280.000000 Penalty: 6097.351562
	Iteration 156Q: 3 clusters Score -2.844428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 216116 members 
Entering Unmasked Estep 
Score: -28444298.000000 Penalty: 6097.351562
	Iteration 157Q: 3 clusters Score -2.84443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 216130 members 
Entering Unmasked Estep 
Score: -28444300.000000 Penalty: 6097.351562
	Iteration 158Q: 3 clusters Score -2.84443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 216145 members 
Entering Unmasked Estep 
Score: -28444296.000000 Penalty: 6097.351562
	Iteration 159Q: 3 clusters Score -2.84443e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 216165 members 
Entering Unmasked Estep 
Score: -28444288.000000 Penalty: 6097.351562
	Iteration 160F: 3 clusters Score -2.844429e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 216179 members 
Entering Unmasked Estep 
Score: -28444290.000000 Penalty: 6097.351562
	Iteration 161Q: 3 clusters Score -2.844429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 216190 members 
Entering Unmasked Estep 
Score: -28444284.000000 Penalty: 6097.351562
	Iteration 162Q: 3 clusters Score -2.844428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 216200 members 
Entering Unmasked Estep 
Score: -28444306.000000 Penalty: 6097.351562
	Iteration 163Q: 3 clusters Score -2.844431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 216210 members 
Entering Unmasked Estep 
Score: -28444278.000000 Penalty: 6097.351562
	Iteration 164Q: 3 clusters Score -2.844428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 216219 members 
Entering Unmasked Estep 
Score: -28444274.000000 Penalty: 6097.351562
	Iteration 165Q: 3 clusters Score -2.844427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 216227 members 
Entering Unmasked Estep 
Score: -28444274.000000 Penalty: 6097.351562
	Iteration 166Q: 3 clusters Score -2.844427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 216238 members 
Entering Unmasked Estep 
Score: -28444292.000000 Penalty: 6097.351562
	Iteration 167Q: 3 clusters Score -2.844429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 216247 members 
Entering Unmasked Estep 
Score: -28444276.000000 Penalty: 6097.351562
	Iteration 168Q: 3 clusters Score -2.844428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 216256 members 
Entering Unmasked Estep 
Score: -28444276.000000 Penalty: 6097.351562
	Iteration 169Q: 3 clusters Score -2.844428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 216263 members 
Entering Unmasked Estep 
Score: -28444284.000000 Penalty: 6097.351562
	Iteration 170Q: 3 clusters Score -2.844428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 216273 members 
Entering Unmasked Estep 
Score: -28444278.000000 Penalty: 6097.351562
	Iteration 171Q: 3 clusters Score -2.844428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 216285 members 
Entering Unmasked Estep 
Score: -28444284.000000 Penalty: 6097.351562
	Iteration 172Q: 3 clusters Score -2.844428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 216292 members 
Entering Unmasked Estep 
Score: -28444294.000000 Penalty: 6097.351562
	Iteration 173Q: 3 clusters Score -2.844429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 216301 members 
Entering Unmasked Estep 
Score: -28444298.000000 Penalty: 6097.351562
	Iteration 174Q: 3 clusters Score -2.84443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 216309 members 
Entering Unmasked Estep 
Score: -28444272.000000 Penalty: 6097.351562
	Iteration 175Q: 3 clusters Score -2.844427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 216314 members 
Entering Unmasked Estep 
Score: -28444260.000000 Penalty: 6097.351562
	Iteration 176Q: 3 clusters Score -2.844426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 216318 members 
Entering Unmasked Estep 
Score: -28444278.000000 Penalty: 6097.351562
	Iteration 177Q: 3 clusters Score -2.844428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 216321 members 
Entering Unmasked Estep 
Score: -28444278.000000 Penalty: 6097.351562
	Iteration 178Q: 3 clusters Score -2.844428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 216321 members 
Entering Unmasked Estep 
Score: -28444278.000000 Penalty: 6097.351562
	Iteration 179F: 3 clusters Score -2.844428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -39392.414062 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -39392.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38058.257812 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -38058.26 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38333.335938 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -38333.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38514.144531 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -38514.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38681.933594 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -38681.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38803.718750 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -38803.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38851.480469 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -38851.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38865.117188 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -38865.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38867.832031 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -38867.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38869.472656 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -38869.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38875.804688 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -38875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38878.785156 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -38878.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38882.449219 Penalty: 2952.808594
	Iteration 11Q: 3 clusters Score -38882.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38882.449219 Penalty: 2952.808594
	Iteration 12F: 3 clusters Score -38882.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -59548.601562 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -59548.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58062.515625 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -58062.52 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58218.273438 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -58218.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58274.589844 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -58274.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58300.703125 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -58300.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58307.417969 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -58307.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58313.261719 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -58313.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58314.699219 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -58314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58316.300781 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -58316.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58327.066406 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -58327.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58329.019531 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -58329.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58333.218750 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -58333.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58335.531250 Penalty: 3072.425049
	Iteration 11Q: 3 clusters Score -58335.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58335.531250 Penalty: 3072.425049
	Iteration 12F: 3 clusters Score -58335.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Entering Unmasked Estep 
Score: -1484389.750000 Penalty: 2312.800781
	Iteration 0F: 2 clusters Score -1484390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1475956.250000 Penalty: 4625.601562
	Iteration 0F: 3 clusters Score -1475956 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1478411.125000 Penalty: 4625.601562
	Iteration 1F: 3 clusters Score -1478411 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1478740.125000 Penalty: 4625.601562
	Iteration 2F: 3 clusters Score -1478740 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1479011.000000 Penalty: 4625.601562
	Iteration 3F: 3 clusters Score -1479011 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1479210.875000 Penalty: 4625.601562
	Iteration 4Q: 3 clusters Score -1479211 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1479387.750000 Penalty: 4625.601562
	Iteration 5Q: 3 clusters Score -1479388 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1479567.250000 Penalty: 4625.601562
	Iteration 6Q: 3 clusters Score -1479567 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1479770.750000 Penalty: 4625.601562
	Iteration 7Q: 3 clusters Score -1479771 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1479998.000000 Penalty: 4625.601562
	Iteration 8Q: 3 clusters Score -1479998 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1480235.750000 Penalty: 4625.601562
	Iteration 9Q: 3 clusters Score -1480236 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1480542.000000 Penalty: 4625.601562
	Iteration 10Q: 3 clusters Score -1480542 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1480891.875000 Penalty: 4625.601562
	Iteration 11Q: 3 clusters Score -1480892 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1481208.250000 Penalty: 4625.601562
	Iteration 12Q: 3 clusters Score -1481208 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1481461.750000 Penalty: 4625.601562
	Iteration 13Q: 3 clusters Score -1481462 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1481665.375000 Penalty: 4625.601562
	Iteration 14Q: 3 clusters Score -1481665 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1481796.250000 Penalty: 4625.601562
	Iteration 15Q: 3 clusters Score -1481796 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1481878.125000 Penalty: 4625.601562
	Iteration 16Q: 3 clusters Score -1481878 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1481953.625000 Penalty: 4625.601562
	Iteration 17Q: 3 clusters Score -1481954 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1482018.500000 Penalty: 4625.601562
	Iteration 18Q: 3 clusters Score -1482018 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1482086.875000 Penalty: 4625.601562
	Iteration 19Q: 3 clusters Score -1482087 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1482174.125000 Penalty: 4625.601562
	Iteration 20F: 3 clusters Score -1482174 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1482258.125000 Penalty: 4625.601562
	Iteration 21Q: 3 clusters Score -1482258 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1482347.250000 Penalty: 4625.601562
	Iteration 22Q: 3 clusters Score -1482347 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1482439.750000 Penalty: 4625.601562
	Iteration 23Q: 3 clusters Score -1482440 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1482530.000000 Penalty: 4625.601562
	Iteration 24Q: 3 clusters Score -1482530 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1482629.125000 Penalty: 4625.601562
	Iteration 25Q: 3 clusters Score -1482629 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1482716.500000 Penalty: 4625.601562
	Iteration 26Q: 3 clusters Score -1482716 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1482805.000000 Penalty: 4625.601562
	Iteration 27Q: 3 clusters Score -1482805 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1482872.375000 Penalty: 4625.601562
	Iteration 28Q: 3 clusters Score -1482872 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1482944.125000 Penalty: 4625.601562
	Iteration 29Q: 3 clusters Score -1482944 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1483009.875000 Penalty: 4625.601562
	Iteration 30Q: 3 clusters Score -1483010 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1483086.875000 Penalty: 4625.601562
	Iteration 31Q: 3 clusters Score -1483087 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1483158.375000 Penalty: 4625.601562
	Iteration 32Q: 3 clusters Score -1483158 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1483239.000000 Penalty: 4625.601562
	Iteration 33Q: 3 clusters Score -1483239 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1483320.750000 Penalty: 4625.601562
	Iteration 34Q: 3 clusters Score -1483321 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1483422.875000 Penalty: 4625.601562
	Iteration 35Q: 3 clusters Score -1483423 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1483480.875000 Penalty: 4625.601562
	Iteration 36Q: 3 clusters Score -1483481 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1483532.750000 Penalty: 4625.601562
	Iteration 37Q: 3 clusters Score -1483533 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1483575.000000 Penalty: 4625.601562
	Iteration 38Q: 3 clusters Score -1483575 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1483613.000000 Penalty: 4625.601562
	Iteration 39Q: 3 clusters Score -1483613 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1483657.625000 Penalty: 4625.601562
	Iteration 40F: 3 clusters Score -1483658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1483682.375000 Penalty: 4625.601562
	Iteration 41Q: 3 clusters Score -1483682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1483697.125000 Penalty: 4625.601562
	Iteration 42Q: 3 clusters Score -1483697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1483707.875000 Penalty: 4625.601562
	Iteration 43Q: 3 clusters Score -1483708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1483715.625000 Penalty: 4625.601562
	Iteration 44Q: 3 clusters Score -1483716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1483724.625000 Penalty: 4625.601562
	Iteration 45Q: 3 clusters Score -1483725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1483724.375000 Penalty: 4625.601562
	Iteration 46Q: 3 clusters Score -1483724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1483721.125000 Penalty: 4625.601562
	Iteration 47Q: 3 clusters Score -1483721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1483724.000000 Penalty: 4625.601562
	Iteration 48Q: 3 clusters Score -1483724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1483722.375000 Penalty: 4625.601562
	Iteration 49Q: 3 clusters Score -1483722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1483724.500000 Penalty: 4625.601562
	Iteration 50Q: 3 clusters Score -1483724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1483725.375000 Penalty: 4625.601562
	Iteration 51Q: 3 clusters Score -1483725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1483726.000000 Penalty: 4625.601562
	Iteration 52Q: 3 clusters Score -1483726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1483725.000000 Penalty: 4625.601562
	Iteration 53Q: 3 clusters Score -1483725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1483726.000000 Penalty: 4625.601562
	Iteration 54Q: 3 clusters Score -1483726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1483725.500000 Penalty: 4625.601562
	Iteration 55Q: 3 clusters Score -1483726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1483725.125000 Penalty: 4625.601562
	Iteration 56Q: 3 clusters Score -1483725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1483730.125000 Penalty: 4625.601562
	Iteration 57Q: 3 clusters Score -1483730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1483730.125000 Penalty: 4625.601562
	Iteration 58F: 3 clusters Score -1483730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Entering Unmasked Estep 
Score: -186680.140625 Penalty: 1831.383301
	Iteration 0F: 2 clusters Score -186680.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -184374.250000 Penalty: 3662.766602
	Iteration 0F: 3 clusters Score -184374.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -184826.281250 Penalty: 3662.766602
	Iteration 1F: 3 clusters Score -184826.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -184954.171875 Penalty: 3662.766602
	Iteration 2F: 3 clusters Score -184954.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -185033.984375 Penalty: 3662.766602
	Iteration 3Q: 3 clusters Score -185034 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -185105.406250 Penalty: 3662.766602
	Iteration 4Q: 3 clusters Score -185105.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -185158.328125 Penalty: 3662.766602
	Iteration 5Q: 3 clusters Score -185158.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -185178.718750 Penalty: 3662.766602
	Iteration 6Q: 3 clusters Score -185178.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -185194.453125 Penalty: 3662.766602
	Iteration 7Q: 3 clusters Score -185194.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -185206.171875 Penalty: 3662.766602
	Iteration 8Q: 3 clusters Score -185206.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -185218.140625 Penalty: 3662.766602
	Iteration 9Q: 3 clusters Score -185218.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -185224.812500 Penalty: 3662.766602
	Iteration 10Q: 3 clusters Score -185224.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -185229.046875 Penalty: 3662.766602
	Iteration 11Q: 3 clusters Score -185229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -185232.781250 Penalty: 3662.766602
	Iteration 12Q: 3 clusters Score -185232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -185236.171875 Penalty: 3662.766602
	Iteration 13Q: 3 clusters Score -185236.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -185237.156250 Penalty: 3662.766602
	Iteration 14Q: 3 clusters Score -185237.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -185237.687500 Penalty: 3662.766602
	Iteration 15Q: 3 clusters Score -185237.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -185239.031250 Penalty: 3662.766602
	Iteration 16Q: 3 clusters Score -185239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -185240.093750 Penalty: 3662.766602
	Iteration 17Q: 3 clusters Score -185240.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -185243.078125 Penalty: 3662.766602
	Iteration 18Q: 3 clusters Score -185243.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -185243.750000 Penalty: 3662.766602
	Iteration 19Q: 3 clusters Score -185243.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -185245.375000 Penalty: 3662.766602
	Iteration 20F: 3 clusters Score -185245.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Entering Unmasked Estep 
Score: -1790161.000000 Penalty: 2361.965820
	Iteration 0F: 2 clusters Score -1790161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1780133.500000 Penalty: 4723.931641
	Iteration 0F: 3 clusters Score -1780134 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1783228.250000 Penalty: 4723.931641
	Iteration 1F: 3 clusters Score -1783228 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1783632.500000 Penalty: 4723.931641
	Iteration 2F: 3 clusters Score -1783632 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1783995.250000 Penalty: 4723.931641
	Iteration 3F: 3 clusters Score -1783995 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1784422.875000 Penalty: 4723.931641
	Iteration 4Q: 3 clusters Score -1784423 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1784915.125000 Penalty: 4723.931641
	Iteration 5F: 3 clusters Score -1784915 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1785542.625000 Penalty: 4723.931641
	Iteration 6F: 3 clusters Score -1785543 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1786254.875000 Penalty: 4723.931641
	Iteration 7F: 3 clusters Score -1786255 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1787048.125000 Penalty: 4723.931641
	Iteration 8F: 3 clusters Score -1787048 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1787752.000000 Penalty: 4723.931641
	Iteration 9F: 3 clusters Score -1787752 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1788195.875000 Penalty: 4723.931641
	Iteration 10Q: 3 clusters Score -1788196 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1788527.000000 Penalty: 4723.931641
	Iteration 11Q: 3 clusters Score -1788527 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1788700.000000 Penalty: 4723.931641
	Iteration 12Q: 3 clusters Score -1788700 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1788834.000000 Penalty: 4723.931641
	Iteration 13Q: 3 clusters Score -1788834 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1788950.500000 Penalty: 4723.931641
	Iteration 14Q: 3 clusters Score -1788950 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1789084.375000 Penalty: 4723.931641
	Iteration 15Q: 3 clusters Score -1789084 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1789238.125000 Penalty: 4723.931641
	Iteration 16Q: 3 clusters Score -1789238 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1789356.125000 Penalty: 4723.931641
	Iteration 17Q: 3 clusters Score -1789356 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1789414.750000 Penalty: 4723.931641
	Iteration 18Q: 3 clusters Score -1789415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1789438.500000 Penalty: 4723.931641
	Iteration 19Q: 3 clusters Score -1789438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1789461.875000 Penalty: 4723.931641
	Iteration 20F: 3 clusters Score -1789462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1789467.625000 Penalty: 4723.931641
	Iteration 21Q: 3 clusters Score -1789468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1789482.250000 Penalty: 4723.931641
	Iteration 22Q: 3 clusters Score -1789482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1789486.125000 Penalty: 4723.931641
	Iteration 23Q: 3 clusters Score -1789486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1789487.500000 Penalty: 4723.931641
	Iteration 24Q: 3 clusters Score -1789488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1789492.750000 Penalty: 4723.931641
	Iteration 25Q: 3 clusters Score -1789493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1789492.875000 Penalty: 4723.931641
	Iteration 26Q: 3 clusters Score -1789493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1789493.375000 Penalty: 4723.931641
	Iteration 27Q: 3 clusters Score -1789493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1789492.125000 Penalty: 4723.931641
	Iteration 28Q: 3 clusters Score -1789492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1789492.875000 Penalty: 4723.931641
	Iteration 29Q: 3 clusters Score -1789493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1789493.750000 Penalty: 4723.931641
	Iteration 30Q: 3 clusters Score -1789494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1789493.875000 Penalty: 4723.931641
	Iteration 31Q: 3 clusters Score -1789494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1789495.750000 Penalty: 4723.931641
	Iteration 32Q: 3 clusters Score -1789496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1789495.750000 Penalty: 4723.931641
	Iteration 33F: 3 clusters Score -1789496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Entering Unmasked Estep 
Score: -941067.000000 Penalty: 2202.592041
	Iteration 0F: 2 clusters Score -941067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -935163.750000 Penalty: 4405.184082
	Iteration 0F: 3 clusters Score -935163.8 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -936630.125000 Penalty: 4405.184082
	Iteration 1F: 3 clusters Score -936630.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -936875.937500 Penalty: 4405.184082
	Iteration 2F: 3 clusters Score -936875.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -937026.937500 Penalty: 4405.184082
	Iteration 3Q: 3 clusters Score -937026.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -937128.375000 Penalty: 4405.184082
	Iteration 4Q: 3 clusters Score -937128.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -937205.250000 Penalty: 4405.184082
	Iteration 5Q: 3 clusters Score -937205.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -937269.187500 Penalty: 4405.184082
	Iteration 6Q: 3 clusters Score -937269.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -937341.687500 Penalty: 4405.184082
	Iteration 7Q: 3 clusters Score -937341.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -937409.187500 Penalty: 4405.184082
	Iteration 8Q: 3 clusters Score -937409.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -937474.062500 Penalty: 4405.184082
	Iteration 9Q: 3 clusters Score -937474.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -937546.062500 Penalty: 4405.184082
	Iteration 10Q: 3 clusters Score -937546.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -937638.937500 Penalty: 4405.184082
	Iteration 11Q: 3 clusters Score -937638.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -937736.187500 Penalty: 4405.184082
	Iteration 12Q: 3 clusters Score -937736.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -937843.375000 Penalty: 4405.184082
	Iteration 13Q: 3 clusters Score -937843.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -937960.187500 Penalty: 4405.184082
	Iteration 14Q: 3 clusters Score -937960.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -938073.500000 Penalty: 4405.184082
	Iteration 15Q: 3 clusters Score -938073.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -938177.937500 Penalty: 4405.184082
	Iteration 16Q: 3 clusters Score -938177.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -938288.875000 Penalty: 4405.184082
	Iteration 17Q: 3 clusters Score -938288.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -938405.062500 Penalty: 4405.184082
	Iteration 18Q: 3 clusters Score -938405.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -938514.375000 Penalty: 4405.184082
	Iteration 19Q: 3 clusters Score -938514.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -938600.500000 Penalty: 4405.184082
	Iteration 20F: 3 clusters Score -938600.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -938689.812500 Penalty: 4405.184082
	Iteration 21Q: 3 clusters Score -938689.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -938783.687500 Penalty: 4405.184082
	Iteration 22Q: 3 clusters Score -938783.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -938863.375000 Penalty: 4405.184082
	Iteration 23Q: 3 clusters Score -938863.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -938917.625000 Penalty: 4405.184082
	Iteration 24Q: 3 clusters Score -938917.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -938954.625000 Penalty: 4405.184082
	Iteration 25Q: 3 clusters Score -938954.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -938989.375000 Penalty: 4405.184082
	Iteration 26Q: 3 clusters Score -938989.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -939018.375000 Penalty: 4405.184082
	Iteration 27Q: 3 clusters Score -939018.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -939039.937500 Penalty: 4405.184082
	Iteration 28Q: 3 clusters Score -939039.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -939051.937500 Penalty: 4405.184082
	Iteration 29Q: 3 clusters Score -939051.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -939061.937500 Penalty: 4405.184082
	Iteration 30Q: 3 clusters Score -939061.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -939075.875000 Penalty: 4405.184082
	Iteration 31Q: 3 clusters Score -939075.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -939086.250000 Penalty: 4405.184082
	Iteration 32Q: 3 clusters Score -939086.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -939093.125000 Penalty: 4405.184082
	Iteration 33Q: 3 clusters Score -939093.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -939097.312500 Penalty: 4405.184082
	Iteration 34Q: 3 clusters Score -939097.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -939098.250000 Penalty: 4405.184082
	Iteration 35Q: 3 clusters Score -939098.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -939101.000000 Penalty: 4405.184082
	Iteration 36Q: 3 clusters Score -939101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -939103.875000 Penalty: 4405.184082
	Iteration 37Q: 3 clusters Score -939103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -939105.812500 Penalty: 4405.184082
	Iteration 38Q: 3 clusters Score -939105.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -939108.750000 Penalty: 4405.184082
	Iteration 39Q: 3 clusters Score -939108.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -939112.937500 Penalty: 4405.184082
	Iteration 40F: 3 clusters Score -939112.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -939116.062500 Penalty: 4405.184082
	Iteration 41Q: 3 clusters Score -939116.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -939117.187500 Penalty: 4405.184082
	Iteration 42Q: 3 clusters Score -939117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -939117.312500 Penalty: 4405.184082
	Iteration 43Q: 3 clusters Score -939117.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -939119.125000 Penalty: 4405.184082
	Iteration 44Q: 3 clusters Score -939119.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -939119.687500 Penalty: 4405.184082
	Iteration 45Q: 3 clusters Score -939119.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -939120.375000 Penalty: 4405.184082
	Iteration 46Q: 3 clusters Score -939120.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -939120.375000 Penalty: 4405.184082
	Iteration 47F: 3 clusters Score -939120.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Entering Unmasked Estep 
Score: -861069.812500 Penalty: 2190.879395
	Iteration 0F: 2 clusters Score -861069.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -855342.125000 Penalty: 4381.758789
	Iteration 0F: 3 clusters Score -855342.1 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -856766.250000 Penalty: 4381.758789
	Iteration 1F: 3 clusters Score -856766.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -857001.125000 Penalty: 4381.758789
	Iteration 2F: 3 clusters Score -857001.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -857230.500000 Penalty: 4381.758789
	Iteration 3F: 3 clusters Score -857230.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -857505.062500 Penalty: 4381.758789
	Iteration 4Q: 3 clusters Score -857505.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -857814.187500 Penalty: 4381.758789
	Iteration 5F: 3 clusters Score -857814.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -858148.250000 Penalty: 4381.758789
	Iteration 6F: 3 clusters Score -858148.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -858497.000000 Penalty: 4381.758789
	Iteration 7F: 3 clusters Score -858497 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -858814.312500 Penalty: 4381.758789
	Iteration 8F: 3 clusters Score -858814.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -859083.625000 Penalty: 4381.758789
	Iteration 9F: 3 clusters Score -859083.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -859322.125000 Penalty: 4381.758789
	Iteration 10Q: 3 clusters Score -859322.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -859488.125000 Penalty: 4381.758789
	Iteration 11Q: 3 clusters Score -859488.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -859619.750000 Penalty: 4381.758789
	Iteration 12Q: 3 clusters Score -859619.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -859711.250000 Penalty: 4381.758789
	Iteration 13Q: 3 clusters Score -859711.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -859756.750000 Penalty: 4381.758789
	Iteration 14Q: 3 clusters Score -859756.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -859783.375000 Penalty: 4381.758789
	Iteration 15Q: 3 clusters Score -859783.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -859802.312500 Penalty: 4381.758789
	Iteration 16Q: 3 clusters Score -859802.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -859820.250000 Penalty: 4381.758789
	Iteration 17Q: 3 clusters Score -859820.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -859836.437500 Penalty: 4381.758789
	Iteration 18Q: 3 clusters Score -859836.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -859854.312500 Penalty: 4381.758789
	Iteration 19Q: 3 clusters Score -859854.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -859872.000000 Penalty: 4381.758789
	Iteration 20F: 3 clusters Score -859872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -859879.937500 Penalty: 4381.758789
	Iteration 21Q: 3 clusters Score -859879.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -859887.500000 Penalty: 4381.758789
	Iteration 22Q: 3 clusters Score -859887.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -859889.000000 Penalty: 4381.758789
	Iteration 23Q: 3 clusters Score -859889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -859892.187500 Penalty: 4381.758789
	Iteration 24Q: 3 clusters Score -859892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -859891.250000 Penalty: 4381.758789
	Iteration 25Q: 3 clusters Score -859891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -859892.500000 Penalty: 4381.758789
	Iteration 26Q: 3 clusters Score -859892.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -859892.500000 Penalty: 4381.758789
	Iteration 27F: 3 clusters Score -859892.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Entering Unmasked Estep 
Score: -3171508.000000 Penalty: 2524.767334
	Iteration 0F: 2 clusters Score -3171508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3153388.750000 Penalty: 5049.534668
	Iteration 0F: 3 clusters Score -3153389 nChanged 11782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -3159824.000000 Penalty: 5049.534668
	Iteration 1F: 3 clusters Score -3159824 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -3160490.750000 Penalty: 5049.534668
	Iteration 2F: 3 clusters Score -3160491 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -3161302.250000 Penalty: 5049.534668
	Iteration 3F: 3 clusters Score -3161302 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -3162324.250000 Penalty: 5049.534668
	Iteration 4F: 3 clusters Score -3162324 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -3163584.250000 Penalty: 5049.534668
	Iteration 5F: 3 clusters Score -3163584 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -3164969.500000 Penalty: 5049.534668
	Iteration 6F: 3 clusters Score -3164970 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -3166320.750000 Penalty: 5049.534668
	Iteration 7F: 3 clusters Score -3166321 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -3167396.500000 Penalty: 5049.534668
	Iteration 8F: 3 clusters Score -3167396 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -3168143.750000 Penalty: 5049.534668
	Iteration 9Q: 3 clusters Score -3168144 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -3168618.750000 Penalty: 5049.534668
	Iteration 10Q: 3 clusters Score -3168619 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -3168985.500000 Penalty: 5049.534668
	Iteration 11Q: 3 clusters Score -3168986 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -3169202.250000 Penalty: 5049.534668
	Iteration 12Q: 3 clusters Score -3169202 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3169378.000000 Penalty: 5049.534668
	Iteration 13Q: 3 clusters Score -3169378 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -3169515.250000 Penalty: 5049.534668
	Iteration 14Q: 3 clusters Score -3169515 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -3169605.000000 Penalty: 5049.534668
	Iteration 15Q: 3 clusters Score -3169605 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -3169651.250000 Penalty: 5049.534668
	Iteration 16Q: 3 clusters Score -3169651 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -3169698.250000 Penalty: 5049.534668
	Iteration 17Q: 3 clusters Score -3169698 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3169725.000000 Penalty: 5049.534668
	Iteration 18Q: 3 clusters Score -3169725 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3169752.500000 Penalty: 5049.534668
	Iteration 19Q: 3 clusters Score -3169752 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3169779.500000 Penalty: 5049.534668
	Iteration 20F: 3 clusters Score -3169780 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3169790.500000 Penalty: 5049.534668
	Iteration 21Q: 3 clusters Score -3169790 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3169812.000000 Penalty: 5049.534668
	Iteration 22Q: 3 clusters Score -3169812 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3169826.250000 Penalty: 5049.534668
	Iteration 23Q: 3 clusters Score -3169826 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3169829.500000 Penalty: 5049.534668
	Iteration 24Q: 3 clusters Score -3169830 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3169836.750000 Penalty: 5049.534668
	Iteration 25Q: 3 clusters Score -3169837 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3169851.750000 Penalty: 5049.534668
	Iteration 26Q: 3 clusters Score -3169852 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3169858.750000 Penalty: 5049.534668
	Iteration 27Q: 3 clusters Score -3169859 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3169875.750000 Penalty: 5049.534668
	Iteration 28Q: 3 clusters Score -3169876 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3169899.250000 Penalty: 5049.534668
	Iteration 29Q: 3 clusters Score -3169899 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3169921.500000 Penalty: 5049.534668
	Iteration 30Q: 3 clusters Score -3169922 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3169944.000000 Penalty: 5049.534668
	Iteration 31Q: 3 clusters Score -3169944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3169949.000000 Penalty: 5049.534668
	Iteration 32Q: 3 clusters Score -3169949 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -3169962.000000 Penalty: 5049.534668
	Iteration 33Q: 3 clusters Score -3169962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3169976.750000 Penalty: 5049.534668
	Iteration 34Q: 3 clusters Score -3169977 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3169989.500000 Penalty: 5049.534668
	Iteration 35Q: 3 clusters Score -3169990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3169989.500000 Penalty: 5049.534668
	Iteration 36Q: 3 clusters Score -3169990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3169998.000000 Penalty: 5049.534668
	Iteration 37Q: 3 clusters Score -3169998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3170006.250000 Penalty: 5049.534668
	Iteration 38Q: 3 clusters Score -3170006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3170014.000000 Penalty: 5049.534668
	Iteration 39Q: 3 clusters Score -3170014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3170018.500000 Penalty: 5049.534668
	Iteration 40F: 3 clusters Score -3170018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3170027.750000 Penalty: 5049.534668
	Iteration 41Q: 3 clusters Score -3170028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3170034.250000 Penalty: 5049.534668
	Iteration 42Q: 3 clusters Score -3170034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3170038.250000 Penalty: 5049.534668
	Iteration 43Q: 3 clusters Score -3170038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3170045.500000 Penalty: 5049.534668
	Iteration 44Q: 3 clusters Score -3170046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3170053.250000 Penalty: 5049.534668
	Iteration 45Q: 3 clusters Score -3170053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3170051.500000 Penalty: 5049.534668
	Iteration 46Q: 3 clusters Score -3170052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3170050.500000 Penalty: 5049.534668
	Iteration 47Q: 3 clusters Score -3170050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3170054.250000 Penalty: 5049.534668
	Iteration 48Q: 3 clusters Score -3170054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3170060.000000 Penalty: 5049.534668
	Iteration 49Q: 3 clusters Score -3170060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3170060.250000 Penalty: 5049.534668
	Iteration 50Q: 3 clusters Score -3170060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3170065.500000 Penalty: 5049.534668
	Iteration 51Q: 3 clusters Score -3170066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3170074.500000 Penalty: 5049.534668
	Iteration 52Q: 3 clusters Score -3170074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3170076.000000 Penalty: 5049.534668
	Iteration 53Q: 3 clusters Score -3170076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3170079.750000 Penalty: 5049.534668
	Iteration 54Q: 3 clusters Score -3170080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3170086.750000 Penalty: 5049.534668
	Iteration 55Q: 3 clusters Score -3170087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3170085.750000 Penalty: 5049.534668
	Iteration 56Q: 3 clusters Score -3170086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3170088.250000 Penalty: 5049.534668
	Iteration 57Q: 3 clusters Score -3170088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3170086.000000 Penalty: 5049.534668
	Iteration 58Q: 3 clusters Score -3170086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3170088.000000 Penalty: 5049.534668
	Iteration 59Q: 3 clusters Score -3170088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3170093.000000 Penalty: 5049.534668
	Iteration 60F: 3 clusters Score -3170093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3170091.500000 Penalty: 5049.534668
	Iteration 61Q: 3 clusters Score -3170092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3170086.000000 Penalty: 5049.534668
	Iteration 62Q: 3 clusters Score -3170086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3170089.500000 Penalty: 5049.534668
	Iteration 63Q: 3 clusters Score -3170090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3170088.500000 Penalty: 5049.534668
	Iteration 64Q: 3 clusters Score -3170088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3170093.750000 Penalty: 5049.534668
	Iteration 65Q: 3 clusters Score -3170094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3170092.250000 Penalty: 5049.534668
	Iteration 66Q: 3 clusters Score -3170092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3170093.000000 Penalty: 5049.534668
	Iteration 67Q: 3 clusters Score -3170093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3170093.000000 Penalty: 5049.534668
	Iteration 68F: 3 clusters Score -3170093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Entering Unmasked Estep 
Score: -4273838.500000 Penalty: 2589.122559
	Iteration 0F: 2 clusters Score -4273838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -4250361.000000 Penalty: 5178.245117
	Iteration 0F: 3 clusters Score -4250361 nChanged 15619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -4259206.500000 Penalty: 5178.245117
	Iteration 1F: 3 clusters Score -4259206 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -4259973.000000 Penalty: 5178.245117
	Iteration 2F: 3 clusters Score -4259973 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -4260839.500000 Penalty: 5178.245117
	Iteration 3F: 3 clusters Score -4260840 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -4261804.000000 Penalty: 5178.245117
	Iteration 4F: 3 clusters Score -4261804 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -4263030.000000 Penalty: 5178.245117
	Iteration 5F: 3 clusters Score -4263030 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -4264368.500000 Penalty: 5178.245117
	Iteration 6F: 3 clusters Score -4264368 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -4265605.000000 Penalty: 5178.245117
	Iteration 7F: 3 clusters Score -4265605 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -4266534.000000 Penalty: 5178.245117
	Iteration 8F: 3 clusters Score -4266534 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -4267204.000000 Penalty: 5178.245117
	Iteration 9Q: 3 clusters Score -4267204 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -4267809.500000 Penalty: 5178.245117
	Iteration 10Q: 3 clusters Score -4267810 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -4268305.500000 Penalty: 5178.245117
	Iteration 11Q: 3 clusters Score -4268306 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -4268913.000000 Penalty: 5178.245117
	Iteration 12Q: 3 clusters Score -4268913 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -4269482.500000 Penalty: 5178.245117
	Iteration 13Q: 3 clusters Score -4269482 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -4270038.000000 Penalty: 5178.245117
	Iteration 14Q: 3 clusters Score -4270038 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -4270483.000000 Penalty: 5178.245117
	Iteration 15Q: 3 clusters Score -4270483 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -4270807.000000 Penalty: 5178.245117
	Iteration 16Q: 3 clusters Score -4270807 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -4271066.500000 Penalty: 5178.245117
	Iteration 17Q: 3 clusters Score -4271066 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -4271273.000000 Penalty: 5178.245117
	Iteration 18Q: 3 clusters Score -4271273 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -4271444.000000 Penalty: 5178.245117
	Iteration 19Q: 3 clusters Score -4271444 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -4271570.000000 Penalty: 5178.245117
	Iteration 20F: 3 clusters Score -4271570 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -4271644.000000 Penalty: 5178.245117
	Iteration 21Q: 3 clusters Score -4271644 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -4271730.500000 Penalty: 5178.245117
	Iteration 22Q: 3 clusters Score -4271730 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -4271809.500000 Penalty: 5178.245117
	Iteration 23Q: 3 clusters Score -4271810 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -4271862.500000 Penalty: 5178.245117
	Iteration 24Q: 3 clusters Score -4271862 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -4271925.000000 Penalty: 5178.245117
	Iteration 25Q: 3 clusters Score -4271925 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -4271968.000000 Penalty: 5178.245117
	Iteration 26Q: 3 clusters Score -4271968 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -4272006.500000 Penalty: 5178.245117
	Iteration 27Q: 3 clusters Score -4272006 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -4272020.000000 Penalty: 5178.245117
	Iteration 28Q: 3 clusters Score -4272020 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -4272056.000000 Penalty: 5178.245117
	Iteration 29Q: 3 clusters Score -4272056 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -4272084.500000 Penalty: 5178.245117
	Iteration 30Q: 3 clusters Score -4272084 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -4272110.500000 Penalty: 5178.245117
	Iteration 31Q: 3 clusters Score -4272110 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -4272139.000000 Penalty: 5178.245117
	Iteration 32Q: 3 clusters Score -4272139 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -4272164.500000 Penalty: 5178.245117
	Iteration 33Q: 3 clusters Score -4272164 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -4272191.500000 Penalty: 5178.245117
	Iteration 34Q: 3 clusters Score -4272192 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -4272228.500000 Penalty: 5178.245117
	Iteration 35Q: 3 clusters Score -4272228 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -4272237.000000 Penalty: 5178.245117
	Iteration 36Q: 3 clusters Score -4272237 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -4272247.000000 Penalty: 5178.245117
	Iteration 37Q: 3 clusters Score -4272247 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -4272259.500000 Penalty: 5178.245117
	Iteration 38Q: 3 clusters Score -4272260 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -4272275.000000 Penalty: 5178.245117
	Iteration 39Q: 3 clusters Score -4272275 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -4272286.500000 Penalty: 5178.245117
	Iteration 40F: 3 clusters Score -4272286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -4272286.500000 Penalty: 5178.245117
	Iteration 41Q: 3 clusters Score -4272286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -4272279.500000 Penalty: 5178.245117
	Iteration 42Q: 3 clusters Score -4272280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -4272281.000000 Penalty: 5178.245117
	Iteration 43Q: 3 clusters Score -4272281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -4272296.000000 Penalty: 5178.245117
	Iteration 44Q: 3 clusters Score -4272296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4272312.500000 Penalty: 5178.245117
	Iteration 45Q: 3 clusters Score -4272312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4272322.000000 Penalty: 5178.245117
	Iteration 46Q: 3 clusters Score -4272322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4272329.000000 Penalty: 5178.245117
	Iteration 47Q: 3 clusters Score -4272329 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4272332.500000 Penalty: 5178.245117
	Iteration 48Q: 3 clusters Score -4272332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4272343.000000 Penalty: 5178.245117
	Iteration 49Q: 3 clusters Score -4272343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4272365.500000 Penalty: 5178.245117
	Iteration 50Q: 3 clusters Score -4272366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4272377.500000 Penalty: 5178.245117
	Iteration 51Q: 3 clusters Score -4272378 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4272406.000000 Penalty: 5178.245117
	Iteration 52Q: 3 clusters Score -4272406 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4272408.500000 Penalty: 5178.245117
	Iteration 53Q: 3 clusters Score -4272408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4272439.000000 Penalty: 5178.245117
	Iteration 54Q: 3 clusters Score -4272439 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4272466.000000 Penalty: 5178.245117
	Iteration 55Q: 3 clusters Score -4272466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4272517.000000 Penalty: 5178.245117
	Iteration 56Q: 3 clusters Score -4272517 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -4272584.500000 Penalty: 5178.245117
	Iteration 57Q: 3 clusters Score -4272584 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4272735.000000 Penalty: 5178.245117
	Iteration 58Q: 3 clusters Score -4272735 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4272905.500000 Penalty: 5178.245117
	Iteration 59Q: 3 clusters Score -4272906 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4272994.000000 Penalty: 5178.245117
	Iteration 60F: 3 clusters Score -4272994 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -4273029.500000 Penalty: 5178.245117
	Iteration 61Q: 3 clusters Score -4273030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4273041.500000 Penalty: 5178.245117
	Iteration 62Q: 3 clusters Score -4273042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4273044.500000 Penalty: 5178.245117
	Iteration 63Q: 3 clusters Score -4273044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4273057.500000 Penalty: 5178.245117
	Iteration 64Q: 3 clusters Score -4273058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4273047.000000 Penalty: 5178.245117
	Iteration 65Q: 3 clusters Score -4273047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4273044.000000 Penalty: 5178.245117
	Iteration 66Q: 3 clusters Score -4273044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4273043.500000 Penalty: 5178.245117
	Iteration 67Q: 3 clusters Score -4273044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4273041.500000 Penalty: 5178.245117
	Iteration 68Q: 3 clusters Score -4273042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4273045.000000 Penalty: 5178.245117
	Iteration 69Q: 3 clusters Score -4273045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -4273044.000000 Penalty: 5178.245117
	Iteration 70Q: 3 clusters Score -4273044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -4273044.000000 Penalty: 5178.245117
	Iteration 71F: 3 clusters Score -4273044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Entering Unmasked Estep 
Score: -1014113.312500 Penalty: 2217.341064
	Iteration 0F: 2 clusters Score -1014113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1007979.250000 Penalty: 4434.682129
	Iteration 0F: 3 clusters Score -1007979 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1009649.125000 Penalty: 4434.682129
	Iteration 1F: 3 clusters Score -1009649 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1009945.000000 Penalty: 4434.682129
	Iteration 2F: 3 clusters Score -1009945 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1010103.375000 Penalty: 4434.682129
	Iteration 3Q: 3 clusters Score -1010103 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1010199.062500 Penalty: 4434.682129
	Iteration 4Q: 3 clusters Score -1010199 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1010269.437500 Penalty: 4434.682129
	Iteration 5Q: 3 clusters Score -1010269 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1010324.562500 Penalty: 4434.682129
	Iteration 6Q: 3 clusters Score -1010325 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1010376.125000 Penalty: 4434.682129
	Iteration 7Q: 3 clusters Score -1010376 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1010432.125000 Penalty: 4434.682129
	Iteration 8Q: 3 clusters Score -1010432 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1010488.312500 Penalty: 4434.682129
	Iteration 9Q: 3 clusters Score -1010488 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1010548.687500 Penalty: 4434.682129
	Iteration 10Q: 3 clusters Score -1010549 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1010606.375000 Penalty: 4434.682129
	Iteration 11Q: 3 clusters Score -1010606 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1010676.875000 Penalty: 4434.682129
	Iteration 12Q: 3 clusters Score -1010677 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1010773.437500 Penalty: 4434.682129
	Iteration 13Q: 3 clusters Score -1010773 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1010895.562500 Penalty: 4434.682129
	Iteration 14Q: 3 clusters Score -1010896 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1011048.500000 Penalty: 4434.682129
	Iteration 15Q: 3 clusters Score -1011048 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1011219.812500 Penalty: 4434.682129
	Iteration 16Q: 3 clusters Score -1011220 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1011393.500000 Penalty: 4434.682129
	Iteration 17Q: 3 clusters Score -1011394 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1011574.562500 Penalty: 4434.682129
	Iteration 18Q: 3 clusters Score -1011575 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1011736.562500 Penalty: 4434.682129
	Iteration 19Q: 3 clusters Score -1011737 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1011867.437500 Penalty: 4434.682129
	Iteration 20F: 3 clusters Score -1011867 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1011983.875000 Penalty: 4434.682129
	Iteration 21Q: 3 clusters Score -1011984 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1012061.187500 Penalty: 4434.682129
	Iteration 22Q: 3 clusters Score -1012061 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1012112.375000 Penalty: 4434.682129
	Iteration 23Q: 3 clusters Score -1012112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1012148.437500 Penalty: 4434.682129
	Iteration 24Q: 3 clusters Score -1012148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1012168.500000 Penalty: 4434.682129
	Iteration 25Q: 3 clusters Score -1012168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1012186.062500 Penalty: 4434.682129
	Iteration 26Q: 3 clusters Score -1012186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1012197.500000 Penalty: 4434.682129
	Iteration 27Q: 3 clusters Score -1012198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1012201.750000 Penalty: 4434.682129
	Iteration 28Q: 3 clusters Score -1012202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1012206.187500 Penalty: 4434.682129
	Iteration 29Q: 3 clusters Score -1012206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1012209.937500 Penalty: 4434.682129
	Iteration 30Q: 3 clusters Score -1012210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1012211.875000 Penalty: 4434.682129
	Iteration 31Q: 3 clusters Score -1012212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1012215.562500 Penalty: 4434.682129
	Iteration 32Q: 3 clusters Score -1012216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1012219.375000 Penalty: 4434.682129
	Iteration 33Q: 3 clusters Score -1012219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1012223.125000 Penalty: 4434.682129
	Iteration 34Q: 3 clusters Score -1012223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1012226.250000 Penalty: 4434.682129
	Iteration 35Q: 3 clusters Score -1012226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1012226.250000 Penalty: 4434.682129
	Iteration 36F: 3 clusters Score -1012226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (59652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Entering Unmasked Estep 
Score: -7633210.500000 Penalty: 2727.078125
	Iteration 0F: 2 clusters Score -7633210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -7593146.500000 Penalty: 5454.156250
	Iteration 0F: 3 clusters Score -7593146 nChanged 27633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -7608648.000000 Penalty: 5454.156250
	Iteration 1F: 3 clusters Score -7608648 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -7609127.000000 Penalty: 5454.156250
	Iteration 2Q: 3 clusters Score -7609127 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -7609637.000000 Penalty: 5454.156250
	Iteration 3Q: 3 clusters Score -7609637 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -7610219.000000 Penalty: 5454.156250
	Iteration 4Q: 3 clusters Score -7610219 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -7611078.000000 Penalty: 5454.156250
	Iteration 5Q: 3 clusters Score -7611078 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -7612234.500000 Penalty: 5454.156250
	Iteration 6Q: 3 clusters Score -7612234 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -7614203.500000 Penalty: 5454.156250
	Iteration 7F: 3 clusters Score -7614204 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -7617056.000000 Penalty: 5454.156250
	Iteration 8F: 3 clusters Score -7617056 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -7620754.000000 Penalty: 5454.156250
	Iteration 9F: 3 clusters Score -7620754 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -7624839.000000 Penalty: 5454.156250
	Iteration 10F: 3 clusters Score -7624839 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -7628012.000000 Penalty: 5454.156250
	Iteration 11F: 3 clusters Score -7628012 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
Score: -7629656.500000 Penalty: 5454.156250
	Iteration 12Q: 3 clusters Score -7629656 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -7630325.000000 Penalty: 5454.156250
	Iteration 13Q: 3 clusters Score -7630325 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 59322 members 
Entering Unmasked Estep 
Score: -7630563.500000 Penalty: 5454.156250
	Iteration 14Q: 3 clusters Score -7630564 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -7630633.000000 Penalty: 5454.156250
	Iteration 15Q: 3 clusters Score -7630633 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -7630694.500000 Penalty: 5454.156250
	Iteration 16Q: 3 clusters Score -7630694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -7630725.000000 Penalty: 5454.156250
	Iteration 17Q: 3 clusters Score -7630725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 59426 members 
Entering Unmasked Estep 
Score: -7630740.000000 Penalty: 5454.156250
	Iteration 18Q: 3 clusters Score -7630740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 59431 members 
Entering Unmasked Estep 
Score: -7630759.500000 Penalty: 5454.156250
	Iteration 19Q: 3 clusters Score -7630760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -7630777.500000 Penalty: 5454.156250
	Iteration 20F: 3 clusters Score -7630778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -296981.656250 Penalty: 1925.229370
	Iteration 0F: 2 clusters Score -296981.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -294101.750000 Penalty: 3850.458740
	Iteration 0F: 3 clusters Score -294101.8 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -294638.000000 Penalty: 3850.458740
	Iteration 1F: 3 clusters Score -294638 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -294778.031250 Penalty: 3850.458740
	Iteration 2F: 3 clusters Score -294778 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -294851.281250 Penalty: 3850.458740
	Iteration 3Q: 3 clusters Score -294851.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -294896.656250 Penalty: 3850.458740
	Iteration 4Q: 3 clusters Score -294896.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -294925.187500 Penalty: 3850.458740
	Iteration 5Q: 3 clusters Score -294925.2 nChanged 37
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: -294947.625000 Penalty: 3850.458740
	Iteration 6Q: 3 clusters Score -294947.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -294971.281250 Penalty: 3850.458740
	Iteration 7Q: 3 clusters Score -294971.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -294990.875000 Penalty: 3850.458740
	Iteration 8Q: 3 clusters Score -294990.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -295008.093750 Penalty: 3850.458740
	Iteration 9Q: 3 clusters Score -295008.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -295020.531250 Penalty: 3850.458740
	Iteration 10Q: 3 clusters Score -295020.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -295031.062500 Penalty: 3850.458740
	Iteration 11Q: 3 clusters Score -295031.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -295044.125000 Penalty: 3850.458740
	Iteration 12Q: 3 clusters Score -295044.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -295052.156250 Penalty: 3850.458740
	Iteration 13Q: 3 clusters Score -295052.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -295058.750000 Penalty: 3850.458740
	Iteration 14Q: 3 clusters Score -295058.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -295068.968750 Penalty: 3850.458740
	Iteration 15Q: 3 clusters Score -295069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -295075.062500 Penalty: 3850.458740
	Iteration 16Q: 3 clusters Score -295075.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -295088.625000 Penalty: 3850.458740
	Iteration 17Q: 3 clusters Score -295088.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -295099.250000 Penalty: 3850.458740
	Iteration 18Q: 3 clusters Score -295099.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -295110.937500 Penalty: 3850.458740
	Iteration 19Q: 3 clusters Score -295110.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -295127.187500 Penalty: 3850.458740
	Iteration 20F: 3 clusters Score -295127.2 nChanged 22
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: -295144.906250 Penalty: 3850.458740
	Iteration 21Q: 3 clusters Score -295144.9 nChanged 20
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: -295163.125000 Penalty: 3850.458740
	Iteration 22Q: 3 clusters Score -295163.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -295176.937500 Penalty: 3850.458740
	Iteration 23Q: 3 clusters Score -295176.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -295192.781250 Penalty: 3850.458740
	Iteration 24Q: 3 clusters Score -295192.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -295200.625000 Penalty: 3850.458740
	Iteration 25Q: 3 clusters Score -295200.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -295204.906250 Penalty: 3850.458740
	Iteration 26Q: 3 clusters Score -295204.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -295208.656250 Penalty: 3850.458740
	Iteration 27Q: 3 clusters Score -295208.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -295214.937500 Penalty: 3850.458740
	Iteration 28Q: 3 clusters Score -295214.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -295218.625000 Penalty: 3850.458740
	Iteration 29Q: 3 clusters Score -295218.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -295219.937500 Penalty: 3850.458740
	Iteration 30Q: 3 clusters Score -295219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -295221.000000 Penalty: 3850.458740
	Iteration 31Q: 3 clusters Score -295221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -295221.000000 Penalty: 3850.458740
	Iteration 32F: 3 clusters Score -295221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Entering Unmasked Estep 
Score: -1555579.125000 Penalty: 2339.999512
	Iteration 0F: 2 clusters Score -1555579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1546334.375000 Penalty: 4679.999023
	Iteration 0F: 3 clusters Score -1546334 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1549215.375000 Penalty: 4679.999023
	Iteration 1F: 3 clusters Score -1549215 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1549579.125000 Penalty: 4679.999023
	Iteration 2F: 3 clusters Score -1549579 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1549919.375000 Penalty: 4679.999023
	Iteration 3F: 3 clusters Score -1549919 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1550240.750000 Penalty: 4679.999023
	Iteration 4Q: 3 clusters Score -1550241 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1550528.125000 Penalty: 4679.999023
	Iteration 5Q: 3 clusters Score -1550528 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1550802.000000 Penalty: 4679.999023
	Iteration 6Q: 3 clusters Score -1550802 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1551047.125000 Penalty: 4679.999023
	Iteration 7Q: 3 clusters Score -1551047 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1551261.000000 Penalty: 4679.999023
	Iteration 8Q: 3 clusters Score -1551261 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1551419.625000 Penalty: 4679.999023
	Iteration 9Q: 3 clusters Score -1551420 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1551559.875000 Penalty: 4679.999023
	Iteration 10Q: 3 clusters Score -1551560 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1551674.000000 Penalty: 4679.999023
	Iteration 11Q: 3 clusters Score -1551674 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1551769.625000 Penalty: 4679.999023
	Iteration 12Q: 3 clusters Score -1551770 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1551855.750000 Penalty: 4679.999023
	Iteration 13Q: 3 clusters Score -1551856 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1551913.625000 Penalty: 4679.999023
	Iteration 14Q: 3 clusters Score -1551914 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1551974.250000 Penalty: 4679.999023
	Iteration 15Q: 3 clusters Score -1551974 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1552026.000000 Penalty: 4679.999023
	Iteration 16Q: 3 clusters Score -1552026 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1552086.500000 Penalty: 4679.999023
	Iteration 17Q: 3 clusters Score -1552086 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1552150.500000 Penalty: 4679.999023
	Iteration 18Q: 3 clusters Score -1552150 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1552209.500000 Penalty: 4679.999023
	Iteration 19Q: 3 clusters Score -1552210 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1552274.875000 Penalty: 4679.999023
	Iteration 20F: 3 clusters Score -1552275 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1552347.125000 Penalty: 4679.999023
	Iteration 21Q: 3 clusters Score -1552347 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1552404.250000 Penalty: 4679.999023
	Iteration 22Q: 3 clusters Score -1552404 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1552476.750000 Penalty: 4679.999023
	Iteration 23Q: 3 clusters Score -1552477 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1552552.250000 Penalty: 4679.999023
	Iteration 24Q: 3 clusters Score -1552552 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1552619.125000 Penalty: 4679.999023
	Iteration 25Q: 3 clusters Score -1552619 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1552694.250000 Penalty: 4679.999023
	Iteration 26Q: 3 clusters Score -1552694 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1552778.875000 Penalty: 4679.999023
	Iteration 27Q: 3 clusters Score -1552779 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1552880.250000 Penalty: 4679.999023
	Iteration 28Q: 3 clusters Score -1552880 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1552963.375000 Penalty: 4679.999023
	Iteration 29Q: 3 clusters Score -1552963 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1553038.000000 Penalty: 4679.999023
	Iteration 30Q: 3 clusters Score -1553038 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1553122.625000 Penalty: 4679.999023
	Iteration 31Q: 3 clusters Score -1553123 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1553177.625000 Penalty: 4679.999023
	Iteration 32Q: 3 clusters Score -1553178 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1553228.250000 Penalty: 4679.999023
	Iteration 33Q: 3 clusters Score -1553228 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1553278.375000 Penalty: 4679.999023
	Iteration 34Q: 3 clusters Score -1553278 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1553332.250000 Penalty: 4679.999023
	Iteration 35Q: 3 clusters Score -1553332 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1553374.500000 Penalty: 4679.999023
	Iteration 36Q: 3 clusters Score -1553374 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1553407.375000 Penalty: 4679.999023
	Iteration 37Q: 3 clusters Score -1553407 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1553448.375000 Penalty: 4679.999023
	Iteration 38Q: 3 clusters Score -1553448 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1553482.625000 Penalty: 4679.999023
	Iteration 39Q: 3 clusters Score -1553483 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1553511.250000 Penalty: 4679.999023
	Iteration 40F: 3 clusters Score -1553511 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1553535.875000 Penalty: 4679.999023
	Iteration 41Q: 3 clusters Score -1553536 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1553566.000000 Penalty: 4679.999023
	Iteration 42Q: 3 clusters Score -1553566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1553589.875000 Penalty: 4679.999023
	Iteration 43Q: 3 clusters Score -1553590 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1553605.625000 Penalty: 4679.999023
	Iteration 44Q: 3 clusters Score -1553606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1553626.875000 Penalty: 4679.999023
	Iteration 45Q: 3 clusters Score -1553627 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1553641.750000 Penalty: 4679.999023
	Iteration 46Q: 3 clusters Score -1553642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1553649.875000 Penalty: 4679.999023
	Iteration 47Q: 3 clusters Score -1553650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1553655.000000 Penalty: 4679.999023
	Iteration 48Q: 3 clusters Score -1553655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1553665.625000 Penalty: 4679.999023
	Iteration 49Q: 3 clusters Score -1553666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1553670.000000 Penalty: 4679.999023
	Iteration 50Q: 3 clusters Score -1553670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1553673.250000 Penalty: 4679.999023
	Iteration 51Q: 3 clusters Score -1553673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1553678.250000 Penalty: 4679.999023
	Iteration 52Q: 3 clusters Score -1553678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1553681.625000 Penalty: 4679.999023
	Iteration 53Q: 3 clusters Score -1553682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1553681.500000 Penalty: 4679.999023
	Iteration 54Q: 3 clusters Score -1553682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1553684.125000 Penalty: 4679.999023
	Iteration 55Q: 3 clusters Score -1553684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1553688.250000 Penalty: 4679.999023
	Iteration 56Q: 3 clusters Score -1553688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1553691.500000 Penalty: 4679.999023
	Iteration 57Q: 3 clusters Score -1553692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1553693.875000 Penalty: 4679.999023
	Iteration 58Q: 3 clusters Score -1553694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1553694.375000 Penalty: 4679.999023
	Iteration 59Q: 3 clusters Score -1553694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1553694.625000 Penalty: 4679.999023
	Iteration 60F: 3 clusters Score -1553695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1553695.750000 Penalty: 4679.999023
	Iteration 61Q: 3 clusters Score -1553696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1553699.000000 Penalty: 4679.999023
	Iteration 62Q: 3 clusters Score -1553699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1553700.625000 Penalty: 4679.999023
	Iteration 63Q: 3 clusters Score -1553701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1553702.125000 Penalty: 4679.999023
	Iteration 64Q: 3 clusters Score -1553702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1553704.000000 Penalty: 4679.999023
	Iteration 65Q: 3 clusters Score -1553704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1553702.625000 Penalty: 4679.999023
	Iteration 66Q: 3 clusters Score -1553703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1553702.875000 Penalty: 4679.999023
	Iteration 67Q: 3 clusters Score -1553703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1553701.875000 Penalty: 4679.999023
	Iteration 68Q: 3 clusters Score -1553702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1553705.875000 Penalty: 4679.999023
	Iteration 69Q: 3 clusters Score -1553706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1553705.750000 Penalty: 4679.999023
	Iteration 70Q: 3 clusters Score -1553706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1553705.000000 Penalty: 4679.999023
	Iteration 71Q: 3 clusters Score -1553705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1553707.125000 Penalty: 4679.999023
	Iteration 72Q: 3 clusters Score -1553707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1553706.375000 Penalty: 4679.999023
	Iteration 73Q: 3 clusters Score -1553706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1553708.875000 Penalty: 4679.999023
	Iteration 74Q: 3 clusters Score -1553709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1553706.875000 Penalty: 4679.999023
	Iteration 75Q: 3 clusters Score -1553707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1553708.375000 Penalty: 4679.999023
	Iteration 76Q: 3 clusters Score -1553708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1553709.875000 Penalty: 4679.999023
	Iteration 77Q: 3 clusters Score -1553710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1553710.500000 Penalty: 4679.999023
	Iteration 78Q: 3 clusters Score -1553710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1553715.125000 Penalty: 4679.999023
	Iteration 79Q: 3 clusters Score -1553715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1553716.500000 Penalty: 4679.999023
	Iteration 80F: 3 clusters Score -1553716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1553717.000000 Penalty: 4679.999023
	Iteration 81Q: 3 clusters Score -1553717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1553717.750000 Penalty: 4679.999023
	Iteration 82Q: 3 clusters Score -1553718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1553719.750000 Penalty: 4679.999023
	Iteration 83Q: 3 clusters Score -1553720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1553722.750000 Penalty: 4679.999023
	Iteration 84Q: 3 clusters Score -1553723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1553721.500000 Penalty: 4679.999023
	Iteration 85Q: 3 clusters Score -1553722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1553722.625000 Penalty: 4679.999023
	Iteration 86Q: 3 clusters Score -1553723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1553721.375000 Penalty: 4679.999023
	Iteration 87Q: 3 clusters Score -1553721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1553726.125000 Penalty: 4679.999023
	Iteration 88Q: 3 clusters Score -1553726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1553729.625000 Penalty: 4679.999023
	Iteration 89Q: 3 clusters Score -1553730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1553730.875000 Penalty: 4679.999023
	Iteration 90Q: 3 clusters Score -1553731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1553730.250000 Penalty: 4679.999023
	Iteration 91Q: 3 clusters Score -1553730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1553732.000000 Penalty: 4679.999023
	Iteration 92Q: 3 clusters Score -1553732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1553732.250000 Penalty: 4679.999023
	Iteration 93Q: 3 clusters Score -1553732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1553732.000000 Penalty: 4679.999023
	Iteration 94Q: 3 clusters Score -1553732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1553733.000000 Penalty: 4679.999023
	Iteration 95Q: 3 clusters Score -1553733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1553733.000000 Penalty: 4679.999023
	Iteration 96F: 3 clusters Score -1553733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Entering Unmasked Estep 
Score: -5428616.500000 Penalty: 2638.239990
	Iteration 0F: 2 clusters Score -5428616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -5400340.000000 Penalty: 5276.479980
	Iteration 0F: 3 clusters Score -5400340 nChanged 19040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -5410849.000000 Penalty: 5276.479980
	Iteration 1F: 3 clusters Score -5410849 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -5411367.500000 Penalty: 5276.479980
	Iteration 2Q: 3 clusters Score -5411368 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -5411922.500000 Penalty: 5276.479980
	Iteration 3Q: 3 clusters Score -5411922 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -5412579.500000 Penalty: 5276.479980
	Iteration 4Q: 3 clusters Score -5412580 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -5413337.000000 Penalty: 5276.479980
	Iteration 5Q: 3 clusters Score -5413337 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -5414105.500000 Penalty: 5276.479980
	Iteration 6Q: 3 clusters Score -5414106 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -5415011.500000 Penalty: 5276.479980
	Iteration 7Q: 3 clusters Score -5415012 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -5415914.500000 Penalty: 5276.479980
	Iteration 8Q: 3 clusters Score -5415914 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -5416873.500000 Penalty: 5276.479980
	Iteration 9Q: 3 clusters Score -5416874 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -5417803.500000 Penalty: 5276.479980
	Iteration 10Q: 3 clusters Score -5417804 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -5418683.500000 Penalty: 5276.479980
	Iteration 11Q: 3 clusters Score -5418684 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -5419563.500000 Penalty: 5276.479980
	Iteration 12Q: 3 clusters Score -5419564 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -5420454.000000 Penalty: 5276.479980
	Iteration 13Q: 3 clusters Score -5420454 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -5421217.500000 Penalty: 5276.479980
	Iteration 14Q: 3 clusters Score -5421218 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -5421833.500000 Penalty: 5276.479980
	Iteration 15Q: 3 clusters Score -5421834 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -5422385.000000 Penalty: 5276.479980
	Iteration 16Q: 3 clusters Score -5422385 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -5422827.000000 Penalty: 5276.479980
	Iteration 17Q: 3 clusters Score -5422827 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -5423205.000000 Penalty: 5276.479980
	Iteration 18Q: 3 clusters Score -5423205 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -5423573.500000 Penalty: 5276.479980
	Iteration 19Q: 3 clusters Score -5423574 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -5423893.500000 Penalty: 5276.479980
	Iteration 20F: 3 clusters Score -5423894 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -5424233.500000 Penalty: 5276.479980
	Iteration 21Q: 3 clusters Score -5424234 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -5424539.000000 Penalty: 5276.479980
	Iteration 22Q: 3 clusters Score -5424539 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -5424838.500000 Penalty: 5276.479980
	Iteration 23Q: 3 clusters Score -5424838 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -5425148.500000 Penalty: 5276.479980
	Iteration 24Q: 3 clusters Score -5425148 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -5425402.000000 Penalty: 5276.479980
	Iteration 25Q: 3 clusters Score -5425402 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -5425595.500000 Penalty: 5276.479980
	Iteration 26Q: 3 clusters Score -5425596 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -5425776.000000 Penalty: 5276.479980
	Iteration 27Q: 3 clusters Score -5425776 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -5425910.500000 Penalty: 5276.479980
	Iteration 28Q: 3 clusters Score -5425910 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -5426038.500000 Penalty: 5276.479980
	Iteration 29Q: 3 clusters Score -5426038 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -5426156.000000 Penalty: 5276.479980
	Iteration 30Q: 3 clusters Score -5426156 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -5426239.500000 Penalty: 5276.479980
	Iteration 31Q: 3 clusters Score -5426240 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -5426296.000000 Penalty: 5276.479980
	Iteration 32Q: 3 clusters Score -5426296 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -5426366.000000 Penalty: 5276.479980
	Iteration 33Q: 3 clusters Score -5426366 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -5426401.500000 Penalty: 5276.479980
	Iteration 34Q: 3 clusters Score -5426402 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -5426427.000000 Penalty: 5276.479980
	Iteration 35Q: 3 clusters Score -5426427 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -5426444.500000 Penalty: 5276.479980
	Iteration 36Q: 3 clusters Score -5426444 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -5426458.500000 Penalty: 5276.479980
	Iteration 37Q: 3 clusters Score -5426458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -5426460.500000 Penalty: 5276.479980
	Iteration 38Q: 3 clusters Score -5426460 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -5426464.000000 Penalty: 5276.479980
	Iteration 39Q: 3 clusters Score -5426464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -5426480.500000 Penalty: 5276.479980
	Iteration 40F: 3 clusters Score -5426480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -5426497.500000 Penalty: 5276.479980
	Iteration 41Q: 3 clusters Score -5426498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -5426506.000000 Penalty: 5276.479980
	Iteration 42Q: 3 clusters Score -5426506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -5426513.000000 Penalty: 5276.479980
	Iteration 43Q: 3 clusters Score -5426513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -5426527.500000 Penalty: 5276.479980
	Iteration 44Q: 3 clusters Score -5426528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -5426532.500000 Penalty: 5276.479980
	Iteration 45Q: 3 clusters Score -5426532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -5426538.500000 Penalty: 5276.479980
	Iteration 46Q: 3 clusters Score -5426538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -5426538.500000 Penalty: 5276.479980
	Iteration 47Q: 3 clusters Score -5426538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -5426560.000000 Penalty: 5276.479980
	Iteration 48Q: 3 clusters Score -5426560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -5426562.000000 Penalty: 5276.479980
	Iteration 49Q: 3 clusters Score -5426562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -5426567.500000 Penalty: 5276.479980
	Iteration 50Q: 3 clusters Score -5426568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -5426570.500000 Penalty: 5276.479980
	Iteration 51Q: 3 clusters Score -5426570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -5426568.500000 Penalty: 5276.479980
	Iteration 52Q: 3 clusters Score -5426568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -5426578.500000 Penalty: 5276.479980
	Iteration 53Q: 3 clusters Score -5426578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -5426579.000000 Penalty: 5276.479980
	Iteration 54Q: 3 clusters Score -5426579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -5426572.500000 Penalty: 5276.479980
	Iteration 55Q: 3 clusters Score -5426572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -5426580.000000 Penalty: 5276.479980
	Iteration 56Q: 3 clusters Score -5426580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -5426575.000000 Penalty: 5276.479980
	Iteration 57Q: 3 clusters Score -5426575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -5426579.500000 Penalty: 5276.479980
	Iteration 58Q: 3 clusters Score -5426580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -5426589.500000 Penalty: 5276.479980
	Iteration 59Q: 3 clusters Score -5426590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -5426592.500000 Penalty: 5276.479980
	Iteration 60F: 3 clusters Score -5426592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -5426599.000000 Penalty: 5276.479980
	Iteration 61Q: 3 clusters Score -5426599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -5426603.500000 Penalty: 5276.479980
	Iteration 62Q: 3 clusters Score -5426604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -5426598.500000 Penalty: 5276.479980
	Iteration 63Q: 3 clusters Score -5426598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -5426599.500000 Penalty: 5276.479980
	Iteration 64Q: 3 clusters Score -5426600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -5426596.000000 Penalty: 5276.479980
	Iteration 65Q: 3 clusters Score -5426596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -5426597.000000 Penalty: 5276.479980
	Iteration 66Q: 3 clusters Score -5426597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -5426598.000000 Penalty: 5276.479980
	Iteration 67Q: 3 clusters Score -5426598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -5426602.000000 Penalty: 5276.479980
	Iteration 68Q: 3 clusters Score -5426602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -5426602.000000 Penalty: 5276.479980
	Iteration 69F: 3 clusters Score -5426602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -47296.886719 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -47296.89 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 229 members 
Entering Unmasked Estep 
Score: -45899.496094 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -45899.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46219.183594 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -46219.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46375.687500 Penalty: 3030.186768
	Iteration 2F: 3 clusters Score -46375.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46486.019531 Penalty: 3030.186768
	Iteration 3Q: 3 clusters Score -46486.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46589.871094 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -46589.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46655.214844 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -46655.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -46739.898438 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -46739.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -46763.492188 Penalty: 3030.186768
	Iteration 7Q: 3 clusters Score -46763.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -46819.839844 Penalty: 3030.186768
	Iteration 8Q: 3 clusters Score -46819.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46848.339844 Penalty: 3030.186768
	Iteration 9Q: 3 clusters Score -46848.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46854.753906 Penalty: 3030.186768
	Iteration 10Q: 3 clusters Score -46854.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46862.816406 Penalty: 3030.186768
	Iteration 11Q: 3 clusters Score -46862.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -46876.605469 Penalty: 3030.186768
	Iteration 12Q: 3 clusters Score -46876.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -46881.125000 Penalty: 3030.186768
	Iteration 13Q: 3 clusters Score -46881.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -46881.992188 Penalty: 3030.186768
	Iteration 14F: 3 clusters Score -46881.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -46910.355469 Penalty: 3030.186768
	Iteration 15Q: 3 clusters Score -46910.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -46941.085938 Penalty: 3030.186768
	Iteration 16Q: 3 clusters Score -46941.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46962.570312 Penalty: 3030.186768
	Iteration 17Q: 3 clusters Score -46962.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46970.683594 Penalty: 3030.186768
	Iteration 18Q: 3 clusters Score -46970.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -46972.914062 Penalty: 3030.186768
	Iteration 19Q: 3 clusters Score -46972.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -46977.347656 Penalty: 3030.186768
	Iteration 20F: 3 clusters Score -46977.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -46986.175781 Penalty: 3030.186768
	Iteration 21Q: 3 clusters Score -46986.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -46986.175781 Penalty: 3030.186768
	Iteration 22F: 3 clusters Score -46986.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -285574.343750 Penalty: 1914.894531
	Iteration 0F: 2 clusters Score -285574.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -282813.000000 Penalty: 3829.789062
	Iteration 0F: 3 clusters Score -282813 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -283321.312500 Penalty: 3829.789062
	Iteration 1F: 3 clusters Score -283321.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -283456.750000 Penalty: 3829.789062
	Iteration 2F: 3 clusters Score -283456.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -283506.687500 Penalty: 3829.789062
	Iteration 3Q: 3 clusters Score -283506.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -283535.218750 Penalty: 3829.789062
	Iteration 4Q: 3 clusters Score -283535.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -283554.468750 Penalty: 3829.789062
	Iteration 5Q: 3 clusters Score -283554.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -283573.281250 Penalty: 3829.789062
	Iteration 6Q: 3 clusters Score -283573.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -283583.062500 Penalty: 3829.789062
	Iteration 7Q: 3 clusters Score -283583.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -283587.187500 Penalty: 3829.789062
	Iteration 8Q: 3 clusters Score -283587.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -283590.750000 Penalty: 3829.789062
	Iteration 9Q: 3 clusters Score -283590.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -283592.343750 Penalty: 3829.789062
	Iteration 10Q: 3 clusters Score -283592.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -283593.125000 Penalty: 3829.789062
	Iteration 11Q: 3 clusters Score -283593.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -283593.125000 Penalty: 3829.789062
	Iteration 12F: 3 clusters Score -283593.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Entering Unmasked Estep 
Score: -2113687.250000 Penalty: 2399.824707
	Iteration 0F: 2 clusters Score -2113687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2102159.250000 Penalty: 4799.649414
	Iteration 0F: 3 clusters Score -2102159 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2105906.250000 Penalty: 4799.649414
	Iteration 1F: 3 clusters Score -2105906 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2106305.250000 Penalty: 4799.649414
	Iteration 2F: 3 clusters Score -2106305 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2106628.500000 Penalty: 4799.649414
	Iteration 3Q: 3 clusters Score -2106628 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2106930.750000 Penalty: 4799.649414
	Iteration 4Q: 3 clusters Score -2106931 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2107237.250000 Penalty: 4799.649414
	Iteration 5Q: 3 clusters Score -2107237 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2107587.250000 Penalty: 4799.649414
	Iteration 6Q: 3 clusters Score -2107587 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2108009.000000 Penalty: 4799.649414
	Iteration 7Q: 3 clusters Score -2108009 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2108522.750000 Penalty: 4799.649414
	Iteration 8F: 3 clusters Score -2108523 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2109105.250000 Penalty: 4799.649414
	Iteration 9F: 3 clusters Score -2109105 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2109744.500000 Penalty: 4799.649414
	Iteration 10F: 3 clusters Score -2109744 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2110345.000000 Penalty: 4799.649414
	Iteration 11Q: 3 clusters Score -2110345 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2110843.500000 Penalty: 4799.649414
	Iteration 12Q: 3 clusters Score -2110844 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2111185.250000 Penalty: 4799.649414
	Iteration 13Q: 3 clusters Score -2111185 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2111379.250000 Penalty: 4799.649414
	Iteration 14Q: 3 clusters Score -2111379 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2111476.500000 Penalty: 4799.649414
	Iteration 15Q: 3 clusters Score -2111476 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2111534.000000 Penalty: 4799.649414
	Iteration 16Q: 3 clusters Score -2111534 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2111587.250000 Penalty: 4799.649414
	Iteration 17Q: 3 clusters Score -2111587 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2111628.250000 Penalty: 4799.649414
	Iteration 18Q: 3 clusters Score -2111628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2111649.000000 Penalty: 4799.649414
	Iteration 19Q: 3 clusters Score -2111649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2111663.000000 Penalty: 4799.649414
	Iteration 20F: 3 clusters Score -2111663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2111676.750000 Penalty: 4799.649414
	Iteration 21Q: 3 clusters Score -2111677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2111682.000000 Penalty: 4799.649414
	Iteration 22Q: 3 clusters Score -2111682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2111687.750000 Penalty: 4799.649414
	Iteration 23Q: 3 clusters Score -2111688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2111692.250000 Penalty: 4799.649414
	Iteration 24Q: 3 clusters Score -2111692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2111693.750000 Penalty: 4799.649414
	Iteration 25Q: 3 clusters Score -2111694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2111693.750000 Penalty: 4799.649414
	Iteration 26F: 3 clusters Score -2111694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (193408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193408 members 
Entering Unmasked Estep 
Score: -25136728.000000 Penalty: 3018.794189
	Iteration 0F: 2 clusters Score -2.513673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 96764 members 
Entering Unmasked Estep 
Score: -25012028.000000 Penalty: 6037.588379
	Iteration 0F: 3 clusters Score -2.501203e+07 nChanged 92839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95553 members 
Mstep: Class 2 contains 97855 members 
Entering Unmasked Estep 
Score: -25066174.000000 Penalty: 6037.588379
	Iteration 1F: 3 clusters Score -2.506617e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 98595 members 
Entering Unmasked Estep 
Score: -25067636.000000 Penalty: 6037.588379
	Iteration 2Q: 3 clusters Score -2.506764e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93736 members 
Mstep: Class 2 contains 99672 members 
Entering Unmasked Estep 
Score: -25069748.000000 Penalty: 6037.588379
	Iteration 3Q: 3 clusters Score -2.506975e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92260 members 
Mstep: Class 2 contains 101148 members 
Entering Unmasked Estep 
Score: -25072512.000000 Penalty: 6037.588379
	Iteration 4Q: 3 clusters Score -2.507251e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90373 members 
Mstep: Class 2 contains 103035 members 
Entering Unmasked Estep 
Score: -25076420.000000 Penalty: 6037.588379
	Iteration 5Q: 3 clusters Score -2.507642e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88252 members 
Mstep: Class 2 contains 105156 members 
Entering Unmasked Estep 
Score: -25082402.000000 Penalty: 6037.588379
	Iteration 6F: 3 clusters Score -2.50824e+07 nChanged 11713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86215 members 
Mstep: Class 2 contains 107193 members 
Entering Unmasked Estep 
Score: -25090802.000000 Penalty: 6037.588379
	Iteration 7F: 3 clusters Score -2.50908e+07 nChanged 12966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 108491 members 
Entering Unmasked Estep 
Score: -25100682.000000 Penalty: 6037.588379
	Iteration 8F: 3 clusters Score -2.510068e+07 nChanged 12207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84336 members 
Mstep: Class 2 contains 109072 members 
Entering Unmasked Estep 
Score: -25108418.000000 Penalty: 6037.588379
	Iteration 9F: 3 clusters Score -2.510842e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 109453 members 
Entering Unmasked Estep 
Score: -25112168.000000 Penalty: 6037.588379
	Iteration 10Q: 3 clusters Score -2.511217e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83597 members 
Mstep: Class 2 contains 109811 members 
Entering Unmasked Estep 
Score: -25113504.000000 Penalty: 6037.588379
	Iteration 11Q: 3 clusters Score -2.51135e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83334 members 
Mstep: Class 2 contains 110074 members 
Entering Unmasked Estep 
Score: -25114160.000000 Penalty: 6037.588379
	Iteration 12Q: 3 clusters Score -2.511416e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 110346 members 
Entering Unmasked Estep 
Score: -25114664.000000 Penalty: 6037.588379
	Iteration 13Q: 3 clusters Score -2.511466e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82818 members 
Mstep: Class 2 contains 110590 members 
Entering Unmasked Estep 
Score: -25115210.000000 Penalty: 6037.588379
	Iteration 14Q: 3 clusters Score -2.511521e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 110836 members 
Entering Unmasked Estep 
Score: -25115746.000000 Penalty: 6037.588379
	Iteration 15Q: 3 clusters Score -2.511575e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 111010 members 
Entering Unmasked Estep 
Score: -25116088.000000 Penalty: 6037.588379
	Iteration 16Q: 3 clusters Score -2.511609e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82256 members 
Mstep: Class 2 contains 111152 members 
Entering Unmasked Estep 
Score: -25116554.000000 Penalty: 6037.588379
	Iteration 17Q: 3 clusters Score -2.511655e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82207 members 
Mstep: Class 2 contains 111201 members 
Entering Unmasked Estep 
Score: -25116868.000000 Penalty: 6037.588379
	Iteration 18Q: 3 clusters Score -2.511687e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 111156 members 
Entering Unmasked Estep 
Score: -25117222.000000 Penalty: 6037.588379
	Iteration 19Q: 3 clusters Score -2.511722e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 111010 members 
Entering Unmasked Estep 
Score: -25117602.000000 Penalty: 6037.588379
	Iteration 20F: 3 clusters Score -2.51176e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82724 members 
Mstep: Class 2 contains 110684 members 
Entering Unmasked Estep 
Score: -25118000.000000 Penalty: 6037.588379
	Iteration 21Q: 3 clusters Score -2.5118e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 110258 members 
Entering Unmasked Estep 
Score: -25118316.000000 Penalty: 6037.588379
	Iteration 22Q: 3 clusters Score -2.511832e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 109703 members 
Entering Unmasked Estep 
Score: -25118620.000000 Penalty: 6037.588379
	Iteration 23Q: 3 clusters Score -2.511862e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84394 members 
Mstep: Class 2 contains 109014 members 
Entering Unmasked Estep 
Score: -25119090.000000 Penalty: 6037.588379
	Iteration 24Q: 3 clusters Score -2.511909e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85240 members 
Mstep: Class 2 contains 108168 members 
Entering Unmasked Estep 
Score: -25119546.000000 Penalty: 6037.588379
	Iteration 25Q: 3 clusters Score -2.511955e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86198 members 
Mstep: Class 2 contains 107210 members 
Entering Unmasked Estep 
Score: -25120004.000000 Penalty: 6037.588379
	Iteration 26Q: 3 clusters Score -2.512e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87203 members 
Mstep: Class 2 contains 106205 members 
Entering Unmasked Estep 
Score: -25120572.000000 Penalty: 6037.588379
	Iteration 27Q: 3 clusters Score -2.512057e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88309 members 
Mstep: Class 2 contains 105099 members 
Entering Unmasked Estep 
Score: -25121242.000000 Penalty: 6037.588379
	Iteration 28Q: 3 clusters Score -2.512124e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89469 members 
Mstep: Class 2 contains 103939 members 
Entering Unmasked Estep 
Score: -25121804.000000 Penalty: 6037.588379
	Iteration 29Q: 3 clusters Score -2.51218e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90677 members 
Mstep: Class 2 contains 102731 members 
Entering Unmasked Estep 
Score: -25122342.000000 Penalty: 6037.588379
	Iteration 30Q: 3 clusters Score -2.512234e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91770 members 
Mstep: Class 2 contains 101638 members 
Entering Unmasked Estep 
Score: -25122818.000000 Penalty: 6037.588379
	Iteration 31Q: 3 clusters Score -2.512282e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92863 members 
Mstep: Class 2 contains 100545 members 
Entering Unmasked Estep 
Score: -25123112.000000 Penalty: 6037.588379
	Iteration 32Q: 3 clusters Score -2.512311e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93871 members 
Mstep: Class 2 contains 99537 members 
Entering Unmasked Estep 
Score: -25123480.000000 Penalty: 6037.588379
	Iteration 33Q: 3 clusters Score -2.512348e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94852 members 
Mstep: Class 2 contains 98556 members 
Entering Unmasked Estep 
Score: -25123882.000000 Penalty: 6037.588379
	Iteration 34Q: 3 clusters Score -2.512388e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95870 members 
Mstep: Class 2 contains 97538 members 
Entering Unmasked Estep 
Score: -25124100.000000 Penalty: 6037.588379
	Iteration 35Q: 3 clusters Score -2.51241e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96831 members 
Mstep: Class 2 contains 96577 members 
Entering Unmasked Estep 
Score: -25124258.000000 Penalty: 6037.588379
	Iteration 36Q: 3 clusters Score -2.512426e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97823 members 
Mstep: Class 2 contains 95585 members 
Entering Unmasked Estep 
Score: -25124462.000000 Penalty: 6037.588379
	Iteration 37Q: 3 clusters Score -2.512446e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98767 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -25124600.000000 Penalty: 6037.588379
	Iteration 38Q: 3 clusters Score -2.51246e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99729 members 
Mstep: Class 2 contains 93679 members 
Entering Unmasked Estep 
Score: -25124748.000000 Penalty: 6037.588379
	Iteration 39Q: 3 clusters Score -2.512475e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100689 members 
Mstep: Class 2 contains 92719 members 
Entering Unmasked Estep 
Score: -25124880.000000 Penalty: 6037.588379
	Iteration 40F: 3 clusters Score -2.512488e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101666 members 
Mstep: Class 2 contains 91742 members 
Entering Unmasked Estep 
Score: -25124866.000000 Penalty: 6037.588379
	Iteration 41Q: 3 clusters Score -2.512487e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102681 members 
Mstep: Class 2 contains 90727 members 
Entering Unmasked Estep 
Score: -25124970.000000 Penalty: 6037.588379
	Iteration 42Q: 3 clusters Score -2.512497e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103711 members 
Mstep: Class 2 contains 89697 members 
Entering Unmasked Estep 
Score: -25125066.000000 Penalty: 6037.588379
	Iteration 43Q: 3 clusters Score -2.512507e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104815 members 
Mstep: Class 2 contains 88593 members 
Entering Unmasked Estep 
Score: -25125218.000000 Penalty: 6037.588379
	Iteration 44Q: 3 clusters Score -2.512522e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -25125270.000000 Penalty: 6037.588379
	Iteration 45Q: 3 clusters Score -2.512527e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107026 members 
Mstep: Class 2 contains 86382 members 
Entering Unmasked Estep 
Score: -25125404.000000 Penalty: 6037.588379
	Iteration 46Q: 3 clusters Score -2.51254e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108112 members 
Mstep: Class 2 contains 85296 members 
Entering Unmasked Estep 
Score: -25125572.000000 Penalty: 6037.588379
	Iteration 47Q: 3 clusters Score -2.512557e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109195 members 
Mstep: Class 2 contains 84213 members 
Entering Unmasked Estep 
Score: -25125626.000000 Penalty: 6037.588379
	Iteration 48Q: 3 clusters Score -2.512563e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110343 members 
Mstep: Class 2 contains 83065 members 
Entering Unmasked Estep 
Score: -25125762.000000 Penalty: 6037.588379
	Iteration 49Q: 3 clusters Score -2.512576e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111482 members 
Mstep: Class 2 contains 81926 members 
Entering Unmasked Estep 
Score: -25126030.000000 Penalty: 6037.588379
	Iteration 50Q: 3 clusters Score -2.512603e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112639 members 
Mstep: Class 2 contains 80769 members 
Entering Unmasked Estep 
Score: -25126156.000000 Penalty: 6037.588379
	Iteration 51Q: 3 clusters Score -2.512616e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113806 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
Score: -25126400.000000 Penalty: 6037.588379
	Iteration 52Q: 3 clusters Score -2.51264e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114963 members 
Mstep: Class 2 contains 78445 members 
Entering Unmasked Estep 
Score: -25126592.000000 Penalty: 6037.588379
	Iteration 53Q: 3 clusters Score -2.512659e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116151 members 
Mstep: Class 2 contains 77257 members 
Entering Unmasked Estep 
Score: -25126798.000000 Penalty: 6037.588379
	Iteration 54Q: 3 clusters Score -2.51268e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117356 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -25126824.000000 Penalty: 6037.588379
	Iteration 55Q: 3 clusters Score -2.512682e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118581 members 
Mstep: Class 2 contains 74827 members 
Entering Unmasked Estep 
Score: -25126942.000000 Penalty: 6037.588379
	Iteration 56Q: 3 clusters Score -2.512694e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119812 members 
Mstep: Class 2 contains 73596 members 
Entering Unmasked Estep 
Score: -25127110.000000 Penalty: 6037.588379
	Iteration 57Q: 3 clusters Score -2.512711e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121061 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -25127230.000000 Penalty: 6037.588379
	Iteration 58Q: 3 clusters Score -2.512723e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122278 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -25127344.000000 Penalty: 6037.588379
	Iteration 59Q: 3 clusters Score -2.512734e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123532 members 
Mstep: Class 2 contains 69876 members 
Entering Unmasked Estep 
Score: -25127586.000000 Penalty: 6037.588379
	Iteration 60F: 3 clusters Score -2.512759e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124789 members 
Mstep: Class 2 contains 68619 members 
Entering Unmasked Estep 
Score: -25127792.000000 Penalty: 6037.588379
	Iteration 61Q: 3 clusters Score -2.512779e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126055 members 
Mstep: Class 2 contains 67353 members 
Entering Unmasked Estep 
Score: -25127866.000000 Penalty: 6037.588379
	Iteration 62Q: 3 clusters Score -2.512787e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127337 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -25128040.000000 Penalty: 6037.588379
	Iteration 63Q: 3 clusters Score -2.512804e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128525 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -25128198.000000 Penalty: 6037.588379
	Iteration 64Q: 3 clusters Score -2.51282e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129696 members 
Mstep: Class 2 contains 63712 members 
Entering Unmasked Estep 
Score: -25128526.000000 Penalty: 6037.588379
	Iteration 65Q: 3 clusters Score -2.512853e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130846 members 
Mstep: Class 2 contains 62562 members 
Entering Unmasked Estep 
Score: -25128592.000000 Penalty: 6037.588379
	Iteration 66Q: 3 clusters Score -2.512859e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132030 members 
Mstep: Class 2 contains 61378 members 
Entering Unmasked Estep 
Score: -25128752.000000 Penalty: 6037.588379
	Iteration 67Q: 3 clusters Score -2.512875e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133223 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -25128908.000000 Penalty: 6037.588379
	Iteration 68Q: 3 clusters Score -2.512891e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134392 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -25129038.000000 Penalty: 6037.588379
	Iteration 69Q: 3 clusters Score -2.512904e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135552 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -25129184.000000 Penalty: 6037.588379
	Iteration 70Q: 3 clusters Score -2.512918e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136725 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -25129262.000000 Penalty: 6037.588379
	Iteration 71Q: 3 clusters Score -2.512926e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137919 members 
Mstep: Class 2 contains 55489 members 
Entering Unmasked Estep 
Score: -25129398.000000 Penalty: 6037.588379
	Iteration 72Q: 3 clusters Score -2.51294e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139163 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -25129654.000000 Penalty: 6037.588379
	Iteration 73Q: 3 clusters Score -2.512965e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140434 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -25129958.000000 Penalty: 6037.588379
	Iteration 74Q: 3 clusters Score -2.512996e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141700 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -25130178.000000 Penalty: 6037.588379
	Iteration 75Q: 3 clusters Score -2.513018e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142946 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
Score: -25130346.000000 Penalty: 6037.588379
	Iteration 76Q: 3 clusters Score -2.513035e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144227 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -25130634.000000 Penalty: 6037.588379
	Iteration 77Q: 3 clusters Score -2.513063e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145504 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -25130848.000000 Penalty: 6037.588379
	Iteration 78Q: 3 clusters Score -2.513085e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146842 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -25131080.000000 Penalty: 6037.588379
	Iteration 79Q: 3 clusters Score -2.513108e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148174 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -25131436.000000 Penalty: 6037.588379
	Iteration 80F: 3 clusters Score -2.513144e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149442 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -25131822.000000 Penalty: 6037.588379
	Iteration 81Q: 3 clusters Score -2.513182e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150731 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -25131870.000000 Penalty: 6037.588379
	Iteration 82Q: 3 clusters Score -2.513187e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152018 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -25132114.000000 Penalty: 6037.588379
	Iteration 83Q: 3 clusters Score -2.513211e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153293 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -25132216.000000 Penalty: 6037.588379
	Iteration 84Q: 3 clusters Score -2.513222e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154610 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -25132404.000000 Penalty: 6037.588379
	Iteration 85Q: 3 clusters Score -2.51324e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155927 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -25132558.000000 Penalty: 6037.588379
	Iteration 86Q: 3 clusters Score -2.513256e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157210 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -25132614.000000 Penalty: 6037.588379
	Iteration 87Q: 3 clusters Score -2.513261e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158452 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -25132710.000000 Penalty: 6037.588379
	Iteration 88Q: 3 clusters Score -2.513271e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159714 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -25132886.000000 Penalty: 6037.588379
	Iteration 89Q: 3 clusters Score -2.513289e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160983 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -25133152.000000 Penalty: 6037.588379
	Iteration 90Q: 3 clusters Score -2.513315e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162178 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -25133212.000000 Penalty: 6037.588379
	Iteration 91Q: 3 clusters Score -2.513321e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163319 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -25133348.000000 Penalty: 6037.588379
	Iteration 92Q: 3 clusters Score -2.513335e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164418 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -25133432.000000 Penalty: 6037.588379
	Iteration 93Q: 3 clusters Score -2.513343e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165571 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -25133500.000000 Penalty: 6037.588379
	Iteration 94Q: 3 clusters Score -2.51335e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166679 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -25133586.000000 Penalty: 6037.588379
	Iteration 95Q: 3 clusters Score -2.513359e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167743 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -25133666.000000 Penalty: 6037.588379
	Iteration 96Q: 3 clusters Score -2.513367e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168788 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -25133702.000000 Penalty: 6037.588379
	Iteration 97Q: 3 clusters Score -2.51337e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169805 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -25133786.000000 Penalty: 6037.588379
	Iteration 98Q: 3 clusters Score -2.513379e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170804 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -25133860.000000 Penalty: 6037.588379
	Iteration 99Q: 3 clusters Score -2.513386e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171732 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -25133940.000000 Penalty: 6037.588379
	Iteration 100F: 3 clusters Score -2.513394e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172628 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -25134024.000000 Penalty: 6037.588379
	Iteration 101Q: 3 clusters Score -2.513402e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173413 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -25134016.000000 Penalty: 6037.588379
	Iteration 102Q: 3 clusters Score -2.513402e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174156 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -25134052.000000 Penalty: 6037.588379
	Iteration 103Q: 3 clusters Score -2.513405e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174877 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -25134090.000000 Penalty: 6037.588379
	Iteration 104Q: 3 clusters Score -2.513409e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175583 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -25134202.000000 Penalty: 6037.588379
	Iteration 105Q: 3 clusters Score -2.51342e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176259 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -25134200.000000 Penalty: 6037.588379
	Iteration 106Q: 3 clusters Score -2.51342e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176927 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -25134210.000000 Penalty: 6037.588379
	Iteration 107Q: 3 clusters Score -2.513421e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177546 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -25134328.000000 Penalty: 6037.588379
	Iteration 108Q: 3 clusters Score -2.513433e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178121 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -25134332.000000 Penalty: 6037.588379
	Iteration 109Q: 3 clusters Score -2.513433e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178654 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -25134376.000000 Penalty: 6037.588379
	Iteration 110Q: 3 clusters Score -2.513438e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179139 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -25134400.000000 Penalty: 6037.588379
	Iteration 111Q: 3 clusters Score -2.51344e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179589 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -25134428.000000 Penalty: 6037.588379
	Iteration 112Q: 3 clusters Score -2.513443e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180037 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -25134514.000000 Penalty: 6037.588379
	Iteration 113Q: 3 clusters Score -2.513451e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180450 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -25134558.000000 Penalty: 6037.588379
	Iteration 114Q: 3 clusters Score -2.513456e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180884 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -25134622.000000 Penalty: 6037.588379
	Iteration 115Q: 3 clusters Score -2.513462e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181304 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -25134560.000000 Penalty: 6037.588379
	Iteration 116Q: 3 clusters Score -2.513456e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181684 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -25134548.000000 Penalty: 6037.588379
	Iteration 117Q: 3 clusters Score -2.513455e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182066 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -25134524.000000 Penalty: 6037.588379
	Iteration 118Q: 3 clusters Score -2.513452e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182426 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -25134578.000000 Penalty: 6037.588379
	Iteration 119Q: 3 clusters Score -2.513458e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182785 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -25134650.000000 Penalty: 6037.588379
	Iteration 120F: 3 clusters Score -2.513465e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183113 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -25134672.000000 Penalty: 6037.588379
	Iteration 121Q: 3 clusters Score -2.513467e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183430 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -25134750.000000 Penalty: 6037.588379
	Iteration 122Q: 3 clusters Score -2.513475e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183742 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -25134700.000000 Penalty: 6037.588379
	Iteration 123Q: 3 clusters Score -2.51347e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184032 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -25134706.000000 Penalty: 6037.588379
	Iteration 124Q: 3 clusters Score -2.513471e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184317 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -25134710.000000 Penalty: 6037.588379
	Iteration 125Q: 3 clusters Score -2.513471e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184601 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -25134682.000000 Penalty: 6037.588379
	Iteration 126Q: 3 clusters Score -2.513468e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184862 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -25134654.000000 Penalty: 6037.588379
	Iteration 127Q: 3 clusters Score -2.513465e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185130 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -25134684.000000 Penalty: 6037.588379
	Iteration 128Q: 3 clusters Score -2.513468e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185412 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -25134684.000000 Penalty: 6037.588379
	Iteration 129Q: 3 clusters Score -2.513468e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185677 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -25134746.000000 Penalty: 6037.588379
	Iteration 130Q: 3 clusters Score -2.513475e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185932 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -25134778.000000 Penalty: 6037.588379
	Iteration 131Q: 3 clusters Score -2.513478e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186197 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -25134804.000000 Penalty: 6037.588379
	Iteration 132Q: 3 clusters Score -2.51348e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186444 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -25134766.000000 Penalty: 6037.588379
	Iteration 133Q: 3 clusters Score -2.513477e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186645 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -25134782.000000 Penalty: 6037.588379
	Iteration 134Q: 3 clusters Score -2.513478e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186829 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -25134778.000000 Penalty: 6037.588379
	Iteration 135Q: 3 clusters Score -2.513478e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186997 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -25134832.000000 Penalty: 6037.588379
	Iteration 136Q: 3 clusters Score -2.513483e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187168 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -25134830.000000 Penalty: 6037.588379
	Iteration 137Q: 3 clusters Score -2.513483e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187294 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -25134866.000000 Penalty: 6037.588379
	Iteration 138Q: 3 clusters Score -2.513487e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187417 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -25134878.000000 Penalty: 6037.588379
	Iteration 139Q: 3 clusters Score -2.513488e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187527 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -25134874.000000 Penalty: 6037.588379
	Iteration 140F: 3 clusters Score -2.513487e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187641 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -25134862.000000 Penalty: 6037.588379
	Iteration 141Q: 3 clusters Score -2.513486e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187734 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -25134878.000000 Penalty: 6037.588379
	Iteration 142Q: 3 clusters Score -2.513488e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187815 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -25134904.000000 Penalty: 6037.588379
	Iteration 143Q: 3 clusters Score -2.51349e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187892 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -25134902.000000 Penalty: 6037.588379
	Iteration 144Q: 3 clusters Score -2.51349e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187967 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -25134910.000000 Penalty: 6037.588379
	Iteration 145Q: 3 clusters Score -2.513491e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188051 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -25134864.000000 Penalty: 6037.588379
	Iteration 146Q: 3 clusters Score -2.513486e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188140 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -25134876.000000 Penalty: 6037.588379
	Iteration 147Q: 3 clusters Score -2.513488e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188204 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -25134872.000000 Penalty: 6037.588379
	Iteration 148Q: 3 clusters Score -2.513487e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188268 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -25134896.000000 Penalty: 6037.588379
	Iteration 149Q: 3 clusters Score -2.51349e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188339 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -25134880.000000 Penalty: 6037.588379
	Iteration 150Q: 3 clusters Score -2.513488e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188423 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -25134882.000000 Penalty: 6037.588379
	Iteration 151Q: 3 clusters Score -2.513488e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188495 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -25134896.000000 Penalty: 6037.588379
	Iteration 152Q: 3 clusters Score -2.51349e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188552 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -25134946.000000 Penalty: 6037.588379
	Iteration 153Q: 3 clusters Score -2.513495e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188609 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -25134926.000000 Penalty: 6037.588379
	Iteration 154Q: 3 clusters Score -2.513493e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188667 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -25134894.000000 Penalty: 6037.588379
	Iteration 155Q: 3 clusters Score -2.513489e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188723 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -25134908.000000 Penalty: 6037.588379
	Iteration 156Q: 3 clusters Score -2.513491e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188775 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -25134932.000000 Penalty: 6037.588379
	Iteration 157Q: 3 clusters Score -2.513493e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188827 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -25134924.000000 Penalty: 6037.588379
	Iteration 158Q: 3 clusters Score -2.513492e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188873 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -25134914.000000 Penalty: 6037.588379
	Iteration 159Q: 3 clusters Score -2.513491e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188909 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -25134944.000000 Penalty: 6037.588379
	Iteration 160F: 3 clusters Score -2.513494e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188936 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -25134940.000000 Penalty: 6037.588379
	Iteration 161Q: 3 clusters Score -2.513494e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188971 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -25134946.000000 Penalty: 6037.588379
	Iteration 162Q: 3 clusters Score -2.513495e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189005 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -25134900.000000 Penalty: 6037.588379
	Iteration 163Q: 3 clusters Score -2.51349e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189037 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -25134912.000000 Penalty: 6037.588379
	Iteration 164Q: 3 clusters Score -2.513491e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189070 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -25134918.000000 Penalty: 6037.588379
	Iteration 165Q: 3 clusters Score -2.513492e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189103 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -25134928.000000 Penalty: 6037.588379
	Iteration 166Q: 3 clusters Score -2.513493e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189135 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -25134956.000000 Penalty: 6037.588379
	Iteration 167Q: 3 clusters Score -2.513496e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189169 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -25134940.000000 Penalty: 6037.588379
	Iteration 168Q: 3 clusters Score -2.513494e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189202 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.513491e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189240 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -25134916.000000 Penalty: 6037.588379
	Iteration 170Q: 3 clusters Score -2.513492e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189279 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -25134940.000000 Penalty: 6037.588379
	Iteration 171Q: 3 clusters Score -2.513494e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189314 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -25134938.000000 Penalty: 6037.588379
	Iteration 172Q: 3 clusters Score -2.513494e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189354 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -25134932.000000 Penalty: 6037.588379
	Iteration 173Q: 3 clusters Score -2.513493e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189386 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.513494e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189414 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -25134928.000000 Penalty: 6037.588379
	Iteration 175Q: 3 clusters Score -2.513493e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189437 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -25134956.000000 Penalty: 6037.588379
	Iteration 176Q: 3 clusters Score -2.513496e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189470 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -25134940.000000 Penalty: 6037.588379
	Iteration 177Q: 3 clusters Score -2.513494e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189499 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -25134940.000000 Penalty: 6037.588379
	Iteration 178Q: 3 clusters Score -2.513494e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189530 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -25134940.000000 Penalty: 6037.588379
	Iteration 179Q: 3 clusters Score -2.513494e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189567 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -25134912.000000 Penalty: 6037.588379
	Iteration 180F: 3 clusters Score -2.513491e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189599 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -25134918.000000 Penalty: 6037.588379
	Iteration 181Q: 3 clusters Score -2.513492e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189619 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -25134920.000000 Penalty: 6037.588379
	Iteration 182Q: 3 clusters Score -2.513492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189640 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -25134934.000000 Penalty: 6037.588379
	Iteration 183Q: 3 clusters Score -2.513493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189650 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -25134894.000000 Penalty: 6037.588379
	Iteration 184Q: 3 clusters Score -2.513489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189662 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -25134898.000000 Penalty: 6037.588379
	Iteration 185Q: 3 clusters Score -2.51349e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189677 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -25134880.000000 Penalty: 6037.588379
	Iteration 186Q: 3 clusters Score -2.513488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189693 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -25134902.000000 Penalty: 6037.588379
	Iteration 187Q: 3 clusters Score -2.51349e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189713 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2.51349e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189731 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2.51349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189736 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -25134884.000000 Penalty: 6037.588379
	Iteration 190Q: 3 clusters Score -2.513488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189742 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -25134892.000000 Penalty: 6037.588379
	Iteration 191Q: 3 clusters Score -2.513489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189749 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2.513489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189753 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2.513489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189758 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -25134890.000000 Penalty: 6037.588379
	Iteration 194Q: 3 clusters Score -2.513489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189762 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -25134892.000000 Penalty: 6037.588379
	Iteration 195Q: 3 clusters Score -2.513489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189767 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -25134906.000000 Penalty: 6037.588379
	Iteration 196Q: 3 clusters Score -2.513491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189773 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -25134882.000000 Penalty: 6037.588379
	Iteration 197Q: 3 clusters Score -2.513488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189776 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2.51349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189782 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -25134894.000000 Penalty: 6037.588379
	Iteration 199Q: 3 clusters Score -2.513489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189788 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -25134898.000000 Penalty: 6037.588379
	Iteration 200F: 3 clusters Score -2.51349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189795 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -25134886.000000 Penalty: 6037.588379
	Iteration 201Q: 3 clusters Score -2.513489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189801 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -25134874.000000 Penalty: 6037.588379
	Iteration 202Q: 3 clusters Score -2.513487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189808 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -25134858.000000 Penalty: 6037.588379
	Iteration 203Q: 3 clusters Score -2.513486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189812 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -25134852.000000 Penalty: 6037.588379
	Iteration 204Q: 3 clusters Score -2.513485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189818 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2.513488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189823 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -25134892.000000 Penalty: 6037.588379
	Iteration 206Q: 3 clusters Score -2.513489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189830 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -25134892.000000 Penalty: 6037.588379
	Iteration 207Q: 3 clusters Score -2.513489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189839 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2.513489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189849 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -25134884.000000 Penalty: 6037.588379
	Iteration 209Q: 3 clusters Score -2.513488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189856 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -25134908.000000 Penalty: 6037.588379
	Iteration 210Q: 3 clusters Score -2.513491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189860 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -25134910.000000 Penalty: 6037.588379
	Iteration 211Q: 3 clusters Score -2.513491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189862 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -25134902.000000 Penalty: 6037.588379
	Iteration 212Q: 3 clusters Score -2.51349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189866 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -25134928.000000 Penalty: 6037.588379
	Iteration 213Q: 3 clusters Score -2.513493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189871 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -25134912.000000 Penalty: 6037.588379
	Iteration 214Q: 3 clusters Score -2.513491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189879 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -25134904.000000 Penalty: 6037.588379
	Iteration 215Q: 3 clusters Score -2.51349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189893 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -25134912.000000 Penalty: 6037.588379
	Iteration 216Q: 3 clusters Score -2.513491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189906 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2.513491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189918 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -25134898.000000 Penalty: 6037.588379
	Iteration 218Q: 3 clusters Score -2.51349e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189936 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -25134924.000000 Penalty: 6037.588379
	Iteration 219Q: 3 clusters Score -2.513492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189952 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -25134928.000000 Penalty: 6037.588379
	Iteration 220F: 3 clusters Score -2.513493e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189972 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -25134922.000000 Penalty: 6037.588379
	Iteration 221Q: 3 clusters Score -2.513492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189987 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -25134910.000000 Penalty: 6037.588379
	Iteration 222Q: 3 clusters Score -2.513491e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189999 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -25134890.000000 Penalty: 6037.588379
	Iteration 223Q: 3 clusters Score -2.513489e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190019 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -25134910.000000 Penalty: 6037.588379
	Iteration 224Q: 3 clusters Score -2.513491e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190036 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -25134896.000000 Penalty: 6037.588379
	Iteration 225Q: 3 clusters Score -2.51349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190049 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -25134888.000000 Penalty: 6037.588379
	Iteration 226Q: 3 clusters Score -2.513489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190058 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -25134880.000000 Penalty: 6037.588379
	Iteration 227Q: 3 clusters Score -2.513488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190063 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -25134888.000000 Penalty: 6037.588379
	Iteration 228Q: 3 clusters Score -2.513489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190072 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -25134890.000000 Penalty: 6037.588379
	Iteration 229Q: 3 clusters Score -2.513489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190083 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -25134900.000000 Penalty: 6037.588379
	Iteration 230Q: 3 clusters Score -2.51349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190090 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -25134886.000000 Penalty: 6037.588379
	Iteration 231Q: 3 clusters Score -2.513489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190096 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -25134880.000000 Penalty: 6037.588379
	Iteration 232Q: 3 clusters Score -2.513488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190104 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -25134864.000000 Penalty: 6037.588379
	Iteration 233Q: 3 clusters Score -2.513486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190116 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -25134904.000000 Penalty: 6037.588379
	Iteration 234Q: 3 clusters Score -2.51349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190126 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -25134880.000000 Penalty: 6037.588379
	Iteration 235Q: 3 clusters Score -2.513488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190131 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -25134896.000000 Penalty: 6037.588379
	Iteration 236Q: 3 clusters Score -2.51349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190136 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -25134890.000000 Penalty: 6037.588379
	Iteration 237Q: 3 clusters Score -2.513489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190145 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -25134880.000000 Penalty: 6037.588379
	Iteration 238Q: 3 clusters Score -2.513488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190147 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -25134884.000000 Penalty: 6037.588379
	Iteration 239Q: 3 clusters Score -2.513488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190147 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -25134884.000000 Penalty: 6037.588379
	Iteration 240F: 3 clusters Score -2.513488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15486 members 
Mstep: Class 4 contains 35953 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218174 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11224 members 
Mstep: Class 10 contains 1611 members 
Mstep: Class 11 contains 13685 members 
Mstep: Class 12 contains 7197 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26384 members 
Mstep: Class 15 contains 34201 members 
Mstep: Class 16 contains 7638 members 
Mstep: Class 17 contains 59652 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12525 members 
Mstep: Class 20 contains 41692 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15942 members 
Mstep: Class 24 contains 193408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822696.000000 Penalty: 80247.148438
Iteration 359Q: 25 clusters Score -9.08227e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15483 members 
Mstep: Class 4 contains 35950 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218204 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11225 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13687 members 
Mstep: Class 12 contains 7196 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26385 members 
Mstep: Class 15 contains 34199 members 
Mstep: Class 16 contains 7640 members 
Mstep: Class 17 contains 59647 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12523 members 
Mstep: Class 20 contains 41688 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15933 members 
Mstep: Class 24 contains 193400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822664.000000 Penalty: 80247.148438
Iteration 360F: 25 clusters Score -9.082266e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15479 members 
Mstep: Class 4 contains 35948 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218241 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11224 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13686 members 
Mstep: Class 12 contains 7195 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26385 members 
Mstep: Class 15 contains 34200 members 
Mstep: Class 16 contains 7641 members 
Mstep: Class 17 contains 59644 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12522 members 
Mstep: Class 20 contains 41688 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15920 members 
Mstep: Class 24 contains 193387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822704.000000 Penalty: 80247.148438
Iteration 361Q: 25 clusters Score -9.08227e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15477 members 
Mstep: Class 4 contains 35946 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218260 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11224 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13684 members 
Mstep: Class 12 contains 7190 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26384 members 
Mstep: Class 15 contains 34201 members 
Mstep: Class 16 contains 7641 members 
Mstep: Class 17 contains 59644 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12523 members 
Mstep: Class 20 contains 41688 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15906 members 
Mstep: Class 24 contains 193392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822752.000000 Penalty: 80247.148438
Iteration 362Q: 25 clusters Score -9.082275e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15475 members 
Mstep: Class 4 contains 35942 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218278 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11222 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13686 members 
Mstep: Class 12 contains 7189 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 26383 members 
Mstep: Class 15 contains 34201 members 
Mstep: Class 16 contains 7641 members 
Mstep: Class 17 contains 59642 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12522 members 
Mstep: Class 20 contains 41692 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15894 members 
Mstep: Class 24 contains 193394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822784.000000 Penalty: 80247.148438
Iteration 363Q: 25 clusters Score -9.082278e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15476 members 
Mstep: Class 4 contains 35943 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218303 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11214 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13689 members 
Mstep: Class 12 contains 7185 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 26380 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 59646 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12520 members 
Mstep: Class 20 contains 41693 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15888 members 
Mstep: Class 24 contains 193380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822792.000000 Penalty: 80247.148438
Iteration 364Q: 25 clusters Score -9.082279e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15476 members 
Mstep: Class 4 contains 35941 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218326 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11211 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 7180 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34202 members 
Mstep: Class 16 contains 7645 members 
Mstep: Class 17 contains 59644 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12516 members 
Mstep: Class 20 contains 41697 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15881 members 
Mstep: Class 24 contains 193372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822776.000000 Penalty: 80247.148438
Iteration 365Q: 25 clusters Score -9.082278e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15475 members 
Mstep: Class 4 contains 35938 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218344 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11218 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13693 members 
Mstep: Class 12 contains 7179 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 26383 members 
Mstep: Class 15 contains 34202 members 
Mstep: Class 16 contains 7650 members 
Mstep: Class 17 contains 59642 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12513 members 
Mstep: Class 20 contains 41699 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15875 members 
Mstep: Class 24 contains 193352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822696.000000 Penalty: 80247.148438
Iteration 366Q: 25 clusters Score -9.08227e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15475 members 
Mstep: Class 4 contains 35937 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218359 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11223 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 7178 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 26383 members 
Mstep: Class 15 contains 34201 members 
Mstep: Class 16 contains 7655 members 
Mstep: Class 17 contains 59640 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12513 members 
Mstep: Class 20 contains 41698 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15872 members 
Mstep: Class 24 contains 193338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822656.000000 Penalty: 80247.148438
Iteration 367Q: 25 clusters Score -9.082266e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15476 members 
Mstep: Class 4 contains 35937 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218377 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11229 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13693 members 
Mstep: Class 12 contains 7179 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34201 members 
Mstep: Class 16 contains 7657 members 
Mstep: Class 17 contains 59638 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12510 members 
Mstep: Class 20 contains 41700 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15867 members 
Mstep: Class 24 contains 193318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822632.000000 Penalty: 80247.148438
Iteration 368Q: 25 clusters Score -9.082263e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15476 members 
Mstep: Class 4 contains 35938 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218401 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11230 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 7176 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34202 members 
Mstep: Class 16 contains 7657 members 
Mstep: Class 17 contains 59640 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12508 members 
Mstep: Class 20 contains 41706 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15851 members 
Mstep: Class 24 contains 193306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822584.000000 Penalty: 80247.148438
Iteration 369Q: 25 clusters Score -9.082258e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15476 members 
Mstep: Class 4 contains 35939 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218426 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11232 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13690 members 
Mstep: Class 12 contains 7178 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 26380 members 
Mstep: Class 15 contains 34201 members 
Mstep: Class 16 contains 7657 members 
Mstep: Class 17 contains 59635 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12506 members 
Mstep: Class 20 contains 41707 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15840 members 
Mstep: Class 24 contains 193296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822600.000000 Penalty: 80247.148438
Iteration 370Q: 25 clusters Score -9.08226e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15477 members 
Mstep: Class 4 contains 35941 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218459 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11234 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13687 members 
Mstep: Class 12 contains 7177 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 26379 members 
Mstep: Class 15 contains 34200 members 
Mstep: Class 16 contains 7657 members 
Mstep: Class 17 contains 59633 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12504 members 
Mstep: Class 20 contains 41710 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15833 members 
Mstep: Class 24 contains 193272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822544.000000 Penalty: 80247.148438
Iteration 371Q: 25 clusters Score -9.082254e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15478 members 
Mstep: Class 4 contains 35942 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218482 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11234 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 7176 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34200 members 
Mstep: Class 16 contains 7657 members 
Mstep: Class 17 contains 59630 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12500 members 
Mstep: Class 20 contains 41712 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15826 members 
Mstep: Class 24 contains 193254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822520.000000 Penalty: 80247.148438
Iteration 372Q: 25 clusters Score -9.082252e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15479 members 
Mstep: Class 4 contains 35944 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218508 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11236 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13691 members 
Mstep: Class 12 contains 7175 members 
Mstep: Class 13 contains 6864 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34199 members 
Mstep: Class 16 contains 7658 members 
Mstep: Class 17 contains 59629 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12497 members 
Mstep: Class 20 contains 41714 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15822 members 
Mstep: Class 24 contains 193230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822632.000000 Penalty: 80247.148438
Iteration 373Q: 25 clusters Score -9.082263e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15479 members 
Mstep: Class 4 contains 35946 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218528 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11238 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13690 members 
Mstep: Class 12 contains 7177 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34198 members 
Mstep: Class 16 contains 7658 members 
Mstep: Class 17 contains 59623 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12495 members 
Mstep: Class 20 contains 41714 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15816 members 
Mstep: Class 24 contains 193220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822624.000000 Penalty: 80247.148438
Iteration 374Q: 25 clusters Score -9.082262e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15476 members 
Mstep: Class 4 contains 35945 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218545 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11237 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13693 members 
Mstep: Class 12 contains 7176 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 26380 members 
Mstep: Class 15 contains 34196 members 
Mstep: Class 16 contains 7659 members 
Mstep: Class 17 contains 59621 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12496 members 
Mstep: Class 20 contains 41713 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15813 members 
Mstep: Class 24 contains 193213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822600.000000 Penalty: 80247.148438
Iteration 375Q: 25 clusters Score -9.08226e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15475 members 
Mstep: Class 4 contains 35944 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218561 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11238 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13692 members 
Mstep: Class 12 contains 7176 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34196 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59618 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12496 members 
Mstep: Class 20 contains 41718 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15813 members 
Mstep: Class 24 contains 193196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822552.000000 Penalty: 80247.148438
Iteration 376Q: 25 clusters Score -9.082255e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 35943 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218572 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11242 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7176 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 26380 members 
Mstep: Class 15 contains 34196 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59618 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12494 members 
Mstep: Class 20 contains 41720 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15814 members 
Mstep: Class 24 contains 193180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822464.000000 Penalty: 80247.148438
Iteration 377Q: 25 clusters Score -9.082246e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15475 members 
Mstep: Class 4 contains 35942 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218588 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11240 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13699 members 
Mstep: Class 12 contains 7176 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 26382 members 
Mstep: Class 15 contains 34195 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59617 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12495 members 
Mstep: Class 20 contains 41721 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15811 members 
Mstep: Class 24 contains 193165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822504.000000 Penalty: 80247.148438
Iteration 378Q: 25 clusters Score -9.08225e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15475 members 
Mstep: Class 4 contains 35941 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218599 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11242 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13699 members 
Mstep: Class 12 contains 7177 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 26382 members 
Mstep: Class 15 contains 34195 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59614 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12493 members 
Mstep: Class 20 contains 41724 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15809 members 
Mstep: Class 24 contains 193156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822560.000000 Penalty: 80247.148438
Iteration 379Q: 25 clusters Score -9.082256e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15476 members 
Mstep: Class 4 contains 35940 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218614 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11245 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13698 members 
Mstep: Class 12 contains 7177 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 26382 members 
Mstep: Class 15 contains 34195 members 
Mstep: Class 16 contains 7661 members 
Mstep: Class 17 contains 59611 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12492 members 
Mstep: Class 20 contains 41726 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15806 members 
Mstep: Class 24 contains 193143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822584.000000 Penalty: 80247.148438
Iteration 380F: 25 clusters Score -9.082258e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15476 members 
Mstep: Class 4 contains 35940 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218633 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11243 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7178 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 26382 members 
Mstep: Class 15 contains 34197 members 
Mstep: Class 16 contains 7661 members 
Mstep: Class 17 contains 59606 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12491 members 
Mstep: Class 20 contains 41727 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15800 members 
Mstep: Class 24 contains 193135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822632.000000 Penalty: 80247.148438
Iteration 381Q: 25 clusters Score -9.082263e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15476 members 
Mstep: Class 4 contains 35940 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218646 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11242 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13698 members 
Mstep: Class 12 contains 7177 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 26383 members 
Mstep: Class 15 contains 34197 members 
Mstep: Class 16 contains 7661 members 
Mstep: Class 17 contains 59600 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12491 members 
Mstep: Class 20 contains 41728 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15799 members 
Mstep: Class 24 contains 193128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822656.000000 Penalty: 80247.148438
Iteration 382Q: 25 clusters Score -9.082266e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15476 members 
Mstep: Class 4 contains 35939 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218652 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11241 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13700 members 
Mstep: Class 12 contains 7182 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 26383 members 
Mstep: Class 15 contains 34196 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59597 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12489 members 
Mstep: Class 20 contains 41731 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15798 members 
Mstep: Class 24 contains 193122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822584.000000 Penalty: 80247.148438
Iteration 383Q: 25 clusters Score -9.082258e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15476 members 
Mstep: Class 4 contains 35939 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218665 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11242 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13698 members 
Mstep: Class 12 contains 7182 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 26382 members 
Mstep: Class 15 contains 34199 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59597 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12487 members 
Mstep: Class 20 contains 41732 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15797 members 
Mstep: Class 24 contains 193110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822592.000000 Penalty: 80247.148438
Iteration 384Q: 25 clusters Score -9.082259e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15475 members 
Mstep: Class 4 contains 35940 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218677 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11245 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7181 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34200 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59596 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12486 members 
Mstep: Class 20 contains 41730 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15795 members 
Mstep: Class 24 contains 193102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822600.000000 Penalty: 80247.148438
Iteration 385Q: 25 clusters Score -9.08226e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15476 members 
Mstep: Class 4 contains 35941 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218694 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11246 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7175 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34200 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59594 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12486 members 
Mstep: Class 20 contains 41731 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15796 members 
Mstep: Class 24 contains 193088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822568.000000 Penalty: 80247.148438
Iteration 386Q: 25 clusters Score -9.082257e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15475 members 
Mstep: Class 4 contains 35940 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218712 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11247 members 
Mstep: Class 10 contains 1612 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7167 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34199 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59595 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12486 members 
Mstep: Class 20 contains 41732 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15795 members 
Mstep: Class 24 contains 193079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822488.000000 Penalty: 80247.148438
Iteration 387Q: 25 clusters Score -9.082249e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 35941 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218725 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 1613 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7165 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34199 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59595 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12484 members 
Mstep: Class 20 contains 41732 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15794 members 
Mstep: Class 24 contains 193066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822512.000000 Penalty: 80247.148438
Iteration 388Q: 25 clusters Score -9.082251e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 35943 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218742 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 1614 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 34199 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59592 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12483 members 
Mstep: Class 20 contains 41733 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15793 members 
Mstep: Class 24 contains 193060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822512.000000 Penalty: 80247.148438
Iteration 389Q: 25 clusters Score -9.082251e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15473 members 
Mstep: Class 4 contains 35946 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218754 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 1615 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7155 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26377 members 
Mstep: Class 15 contains 34200 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59590 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12481 members 
Mstep: Class 20 contains 41732 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15792 members 
Mstep: Class 24 contains 193053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822600.000000 Penalty: 80247.148438
Iteration 390Q: 25 clusters Score -9.08226e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15473 members 
Mstep: Class 4 contains 35946 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218774 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26376 members 
Mstep: Class 15 contains 34202 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59588 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12477 members 
Mstep: Class 20 contains 41734 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15792 members 
Mstep: Class 24 contains 193041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822616.000000 Penalty: 80247.148438
Iteration 391Q: 25 clusters Score -9.082262e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15473 members 
Mstep: Class 4 contains 35947 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218791 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11252 members 
Mstep: Class 10 contains 1618 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7142 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34201 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59590 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 41736 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15792 members 
Mstep: Class 24 contains 193024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822560.000000 Penalty: 80247.148438
Iteration 392Q: 25 clusters Score -9.082256e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15473 members 
Mstep: Class 4 contains 35949 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218808 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11252 members 
Mstep: Class 10 contains 1618 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7143 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34201 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59589 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 41735 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15791 members 
Mstep: Class 24 contains 193009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822552.000000 Penalty: 80247.148438
Iteration 393Q: 25 clusters Score -9.082255e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15473 members 
Mstep: Class 4 contains 35949 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218819 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11252 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7146 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34201 members 
Mstep: Class 16 contains 7659 members 
Mstep: Class 17 contains 59590 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12479 members 
Mstep: Class 20 contains 41735 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15790 members 
Mstep: Class 24 contains 192996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822584.000000 Penalty: 80247.148438
Iteration 394Q: 25 clusters Score -9.082258e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15473 members 
Mstep: Class 4 contains 35947 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218833 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11253 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13698 members 
Mstep: Class 12 contains 7145 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26377 members 
Mstep: Class 15 contains 34202 members 
Mstep: Class 16 contains 7659 members 
Mstep: Class 17 contains 59589 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 41737 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15788 members 
Mstep: Class 24 contains 192981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822512.000000 Penalty: 80247.148438
Iteration 395Q: 25 clusters Score -9.082251e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15473 members 
Mstep: Class 4 contains 35947 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218844 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11253 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26377 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7659 members 
Mstep: Class 17 contains 59588 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 41738 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15788 members 
Mstep: Class 24 contains 192967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822488.000000 Penalty: 80247.148438
Iteration 396Q: 25 clusters Score -9.082249e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 35947 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218860 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11253 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7659 members 
Mstep: Class 17 contains 59589 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 41739 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15788 members 
Mstep: Class 24 contains 192949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822512.000000 Penalty: 80247.148438
Iteration 397Q: 25 clusters Score -9.082251e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 35946 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218870 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11254 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7146 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7659 members 
Mstep: Class 17 contains 59590 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 41739 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15787 members 
Mstep: Class 24 contains 192940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822608.000000 Penalty: 80247.148438
Iteration 398Q: 25 clusters Score -9.082261e+07 nChanged 39
Entering ConstructFrom: 
Score: -90822608.000000 Penalty: 80247.148438
Entering ConstructFrom: 
Trying to split cluster 1 (7132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Entering Unmasked Estep 
Score: -788290.062500 Penalty: 2200.342041
	Iteration 0F: 2 clusters Score -788290.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -782559.562500 Penalty: 4400.684082
	Iteration 0F: 3 clusters Score -782559.6 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -784279.687500 Penalty: 4400.684082
	Iteration 1F: 3 clusters Score -784279.7 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -784669.750000 Penalty: 4400.684082
	Iteration 2F: 3 clusters Score -784669.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -784981.687500 Penalty: 4400.684082
	Iteration 3F: 3 clusters Score -784981.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -785214.875000 Penalty: 4400.684082
	Iteration 4F: 3 clusters Score -785214.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -785395.500000 Penalty: 4400.684082
	Iteration 5Q: 3 clusters Score -785395.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -785624.000000 Penalty: 4400.684082
	Iteration 6Q: 3 clusters Score -785624 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -785846.250000 Penalty: 4400.684082
	Iteration 7Q: 3 clusters Score -785846.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -786056.000000 Penalty: 4400.684082
	Iteration 8Q: 3 clusters Score -786056 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -786366.875000 Penalty: 4400.684082
	Iteration 9Q: 3 clusters Score -786366.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -786770.625000 Penalty: 4400.684082
	Iteration 10F: 3 clusters Score -786770.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -787142.812500 Penalty: 4400.684082
	Iteration 11F: 3 clusters Score -787142.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -787470.125000 Penalty: 4400.684082
	Iteration 12Q: 3 clusters Score -787470.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -787732.062500 Penalty: 4400.684082
	Iteration 13Q: 3 clusters Score -787732.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -787938.000000 Penalty: 4400.684082
	Iteration 14Q: 3 clusters Score -787938 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -788102.437500 Penalty: 4400.684082
	Iteration 15Q: 3 clusters Score -788102.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -788243.750000 Penalty: 4400.684082
	Iteration 16Q: 3 clusters Score -788243.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -788364.875000 Penalty: 4400.684082
	Iteration 17Q: 3 clusters Score -788364.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -788468.625000 Penalty: 4400.684082
	Iteration 18Q: 3 clusters Score -788468.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -788530.875000 Penalty: 4400.684082
	Iteration 19Q: 3 clusters Score -788530.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -788582.812500 Penalty: 4400.684082
	Iteration 20F: 3 clusters Score -788582.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -788614.250000 Penalty: 4400.684082
	Iteration 21Q: 3 clusters Score -788614.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -788630.437500 Penalty: 4400.684082
	Iteration 22Q: 3 clusters Score -788630.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -788640.125000 Penalty: 4400.684082
	Iteration 23Q: 3 clusters Score -788640.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -788653.375000 Penalty: 4400.684082
	Iteration 24Q: 3 clusters Score -788653.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -788662.375000 Penalty: 4400.684082
	Iteration 25Q: 3 clusters Score -788662.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -788666.000000 Penalty: 4400.684082
	Iteration 26Q: 3 clusters Score -788666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -788671.000000 Penalty: 4400.684082
	Iteration 27Q: 3 clusters Score -788671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -788674.250000 Penalty: 4400.684082
	Iteration 28Q: 3 clusters Score -788674.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -788675.562500 Penalty: 4400.684082
	Iteration 29Q: 3 clusters Score -788675.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -788676.000000 Penalty: 4400.684082
	Iteration 30Q: 3 clusters Score -788676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -788678.375000 Penalty: 4400.684082
	Iteration 31Q: 3 clusters Score -788678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -788678.250000 Penalty: 4400.684082
	Iteration 32Q: 3 clusters Score -788678.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -788677.312500 Penalty: 4400.684082
	Iteration 33Q: 3 clusters Score -788677.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -788678.625000 Penalty: 4400.684082
	Iteration 34Q: 3 clusters Score -788678.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -788680.812500 Penalty: 4400.684082
	Iteration 35Q: 3 clusters Score -788680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -788679.875000 Penalty: 4400.684082
	Iteration 36Q: 3 clusters Score -788679.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -788680.375000 Penalty: 4400.684082
	Iteration 37Q: 3 clusters Score -788680.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -788679.562500 Penalty: 4400.684082
	Iteration 38Q: 3 clusters Score -788679.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -788681.625000 Penalty: 4400.684082
	Iteration 39Q: 3 clusters Score -788681.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -788682.437500 Penalty: 4400.684082
	Iteration 40F: 3 clusters Score -788682.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -788683.500000 Penalty: 4400.684082
	Iteration 41Q: 3 clusters Score -788683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -788683.500000 Penalty: 4400.684082
	Iteration 42F: 3 clusters Score -788683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 35945 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218876 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13695 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59591 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 41737 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15784 members 
Mstep: Class 24 contains 192936 members 
Mstep: Class 25 contains 6665 members 
Entering Unmasked Estep 
Score: -90821632.000000 Penalty: 83590.781250
Splitting cluster 1 changes total score from -90822608.000000 to -90821632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -104715.226562 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -104715.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -102901.304688 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -102901.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -103309.500000 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -103309.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103633.914062 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -103633.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -103857.289062 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -103857.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -104068.468750 Penalty: 3393.970947
	Iteration 4F: 3 clusters Score -104068.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -104341.304688 Penalty: 3393.970947
	Iteration 5F: 3 clusters Score -104341.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -104645.929688 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -104645.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -105160.679688 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -105160.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105379.687500 Penalty: 3393.970947
	Iteration 8F: 3 clusters Score -105379.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -105484.429688 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -105484.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -105533.132812 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -105533.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -105569.906250 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -105569.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -105592.281250 Penalty: 3393.970947
	Iteration 12Q: 3 clusters Score -105592.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -105605.195312 Penalty: 3393.970947
	Iteration 13Q: 3 clusters Score -105605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -105610.164062 Penalty: 3393.970947
	Iteration 14Q: 3 clusters Score -105610.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -105613.390625 Penalty: 3393.970947
	Iteration 15Q: 3 clusters Score -105613.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -105613.390625 Penalty: 3393.970947
	Iteration 16F: 3 clusters Score -105613.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 396 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 35945 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218876 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13695 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59591 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 41737 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15784 members 
Mstep: Class 24 contains 192936 members 
Mstep: Class 25 contains 541 members 
Entering Unmasked Estep 
Score: -90821944.000000 Penalty: 83590.781250
Splitting cluster 2 changes total score from -90822608.000000 to -90821944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (15474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Entering Unmasked Estep 
Score: -2020998.375000 Penalty: 2392.435303
	Iteration 0F: 2 clusters Score -2020998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2009826.375000 Penalty: 4784.870605
	Iteration 0F: 3 clusters Score -2009826 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2013427.625000 Penalty: 4784.870605
	Iteration 1F: 3 clusters Score -2013428 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2013863.125000 Penalty: 4784.870605
	Iteration 2F: 3 clusters Score -2013863 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2014219.500000 Penalty: 4784.870605
	Iteration 3Q: 3 clusters Score -2014220 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2014553.125000 Penalty: 4784.870605
	Iteration 4Q: 3 clusters Score -2014553 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2014876.875000 Penalty: 4784.870605
	Iteration 5Q: 3 clusters Score -2014877 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2015223.625000 Penalty: 4784.870605
	Iteration 6Q: 3 clusters Score -2015224 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2015629.000000 Penalty: 4784.870605
	Iteration 7Q: 3 clusters Score -2015629 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2016111.875000 Penalty: 4784.870605
	Iteration 8Q: 3 clusters Score -2016112 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2016686.500000 Penalty: 4784.870605
	Iteration 9Q: 3 clusters Score -2016686 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2017262.625000 Penalty: 4784.870605
	Iteration 10Q: 3 clusters Score -2017263 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2017801.250000 Penalty: 4784.870605
	Iteration 11Q: 3 clusters Score -2017801 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2018210.125000 Penalty: 4784.870605
	Iteration 12Q: 3 clusters Score -2018210 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2018448.875000 Penalty: 4784.870605
	Iteration 13Q: 3 clusters Score -2018449 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2018594.000000 Penalty: 4784.870605
	Iteration 14Q: 3 clusters Score -2018594 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2018687.250000 Penalty: 4784.870605
	Iteration 15Q: 3 clusters Score -2018687 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2018750.500000 Penalty: 4784.870605
	Iteration 16Q: 3 clusters Score -2018750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2018789.375000 Penalty: 4784.870605
	Iteration 17Q: 3 clusters Score -2018789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2018813.750000 Penalty: 4784.870605
	Iteration 18Q: 3 clusters Score -2018814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2018838.625000 Penalty: 4784.870605
	Iteration 19Q: 3 clusters Score -2018839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2018862.750000 Penalty: 4784.870605
	Iteration 20F: 3 clusters Score -2018863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2018888.750000 Penalty: 4784.870605
	Iteration 21Q: 3 clusters Score -2018889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2018898.875000 Penalty: 4784.870605
	Iteration 22Q: 3 clusters Score -2018899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2018906.125000 Penalty: 4784.870605
	Iteration 23Q: 3 clusters Score -2018906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2018915.625000 Penalty: 4784.870605
	Iteration 24Q: 3 clusters Score -2018916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2018923.625000 Penalty: 4784.870605
	Iteration 25Q: 3 clusters Score -2018924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2018934.750000 Penalty: 4784.870605
	Iteration 26Q: 3 clusters Score -2018935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2018940.500000 Penalty: 4784.870605
	Iteration 27Q: 3 clusters Score -2018940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2018941.125000 Penalty: 4784.870605
	Iteration 28Q: 3 clusters Score -2018941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2018947.875000 Penalty: 4784.870605
	Iteration 29Q: 3 clusters Score -2018948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2018947.875000 Penalty: 4784.870605
	Iteration 30F: 3 clusters Score -2018948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Entering Unmasked Estep 
Score: -4599310.500000 Penalty: 2601.456787
	Iteration 0F: 2 clusters Score -4599310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -4574902.500000 Penalty: 5202.913574
	Iteration 0F: 3 clusters Score -4574902 nChanged 16277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -4583890.500000 Penalty: 5202.913574
	Iteration 1F: 3 clusters Score -4583890 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -4584419.000000 Penalty: 5202.913574
	Iteration 2Q: 3 clusters Score -4584419 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -4584941.000000 Penalty: 5202.913574
	Iteration 3Q: 3 clusters Score -4584941 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -4585493.000000 Penalty: 5202.913574
	Iteration 4Q: 3 clusters Score -4585493 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -4586041.000000 Penalty: 5202.913574
	Iteration 5Q: 3 clusters Score -4586041 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -4586714.500000 Penalty: 5202.913574
	Iteration 6Q: 3 clusters Score -4586714 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -4587622.500000 Penalty: 5202.913574
	Iteration 7Q: 3 clusters Score -4587622 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -4588686.500000 Penalty: 5202.913574
	Iteration 8Q: 3 clusters Score -4588686 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -4589978.000000 Penalty: 5202.913574
	Iteration 9F: 3 clusters Score -4589978 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -4591397.000000 Penalty: 5202.913574
	Iteration 10F: 3 clusters Score -4591397 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -4592707.500000 Penalty: 5202.913574
	Iteration 11Q: 3 clusters Score -4592708 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -4593878.500000 Penalty: 5202.913574
	Iteration 12Q: 3 clusters Score -4593878 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -4594829.000000 Penalty: 5202.913574
	Iteration 13Q: 3 clusters Score -4594829 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -4595561.000000 Penalty: 5202.913574
	Iteration 14Q: 3 clusters Score -4595561 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -4596065.000000 Penalty: 5202.913574
	Iteration 15Q: 3 clusters Score -4596065 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -4596413.000000 Penalty: 5202.913574
	Iteration 16Q: 3 clusters Score -4596413 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -4596619.500000 Penalty: 5202.913574
	Iteration 17Q: 3 clusters Score -4596620 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -4596761.500000 Penalty: 5202.913574
	Iteration 18Q: 3 clusters Score -4596762 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -4596869.500000 Penalty: 5202.913574
	Iteration 19Q: 3 clusters Score -4596870 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -4596928.500000 Penalty: 5202.913574
	Iteration 20F: 3 clusters Score -4596928 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -4596979.000000 Penalty: 5202.913574
	Iteration 21Q: 3 clusters Score -4596979 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -4597030.500000 Penalty: 5202.913574
	Iteration 22Q: 3 clusters Score -4597030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -4597060.000000 Penalty: 5202.913574
	Iteration 23Q: 3 clusters Score -4597060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -4597075.000000 Penalty: 5202.913574
	Iteration 24Q: 3 clusters Score -4597075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -4597081.000000 Penalty: 5202.913574
	Iteration 25Q: 3 clusters Score -4597081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -4597098.000000 Penalty: 5202.913574
	Iteration 26Q: 3 clusters Score -4597098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -4597103.500000 Penalty: 5202.913574
	Iteration 27Q: 3 clusters Score -4597104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -4597105.500000 Penalty: 5202.913574
	Iteration 28Q: 3 clusters Score -4597106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -4597111.000000 Penalty: 5202.913574
	Iteration 29Q: 3 clusters Score -4597111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -4597118.500000 Penalty: 5202.913574
	Iteration 30Q: 3 clusters Score -4597118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -4597121.000000 Penalty: 5202.913574
	Iteration 31Q: 3 clusters Score -4597121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -4597124.000000 Penalty: 5202.913574
	Iteration 32Q: 3 clusters Score -4597124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -4597125.000000 Penalty: 5202.913574
	Iteration 33Q: 3 clusters Score -4597125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -4597131.000000 Penalty: 5202.913574
	Iteration 34Q: 3 clusters Score -4597131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -4597134.500000 Penalty: 5202.913574
	Iteration 35Q: 3 clusters Score -4597134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -4597134.500000 Penalty: 5202.913574
	Iteration 36F: 3 clusters Score -4597134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -113490.718750 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -113490.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -111606.648438 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -111606.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -112128.773438 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -112128.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -112533.078125 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -112533.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -112837.218750 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -112837.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -113093.789062 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -113093.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -113287.085938 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -113287.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -113651.320312 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -113651.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -113858.757812 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -113858.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -113879.687500 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -113879.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -113882.773438 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -113882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -113884.179688 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -113884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -113886.671875 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -113886.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -113886.671875 Penalty: 3437.525391
	Iteration 12F: 3 clusters Score -113886.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 35945 members 
Mstep: Class 5 contains 492 members 
Mstep: Class 6 contains 218876 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13695 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59591 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 41737 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15784 members 
Mstep: Class 24 contains 192936 members 
Mstep: Class 25 contains 531 members 
Entering Unmasked Estep 
Score: -90821288.000000 Penalty: 83590.781250
Splitting cluster 5 changes total score from -90822608.000000 to -90821288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (218876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218876 members 
Entering Unmasked Estep 
Score: -28537392.000000 Penalty: 3049.472656
	Iteration 0F: 2 clusters Score -2.853739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109262 members 
Mstep: Class 2 contains 109614 members 
Entering Unmasked Estep 
Score: -28396914.000000 Penalty: 6098.945312
	Iteration 0F: 3 clusters Score -2.839691e+07 nChanged 105357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105153 members 
Mstep: Class 2 contains 113723 members 
Entering Unmasked Estep 
Score: -28458632.000000 Penalty: 6098.945312
	Iteration 1F: 3 clusters Score -2.845863e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102580 members 
Mstep: Class 2 contains 116296 members 
Entering Unmasked Estep 
Score: -28459598.000000 Penalty: 6098.945312
	Iteration 2Q: 3 clusters Score -2.84596e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98685 members 
Mstep: Class 2 contains 120191 members 
Entering Unmasked Estep 
Score: -28461162.000000 Penalty: 6098.945312
	Iteration 3Q: 3 clusters Score -2.846116e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92860 members 
Mstep: Class 2 contains 126016 members 
Entering Unmasked Estep 
Score: -28463334.000000 Penalty: 6098.945312
	Iteration 4Q: 3 clusters Score -2.846333e+07 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84161 members 
Mstep: Class 2 contains 134715 members 
Entering Unmasked Estep 
Score: -28467526.000000 Penalty: 6098.945312
	Iteration 5Q: 3 clusters Score -2.846753e+07 nChanged 12889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71660 members 
Mstep: Class 2 contains 147216 members 
Entering Unmasked Estep 
Score: -28475206.000000 Penalty: 6098.945312
	Iteration 6F: 3 clusters Score -2.847521e+07 nChanged 16829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 163947 members 
Entering Unmasked Estep 
Score: -28488618.000000 Penalty: 6098.945312
	Iteration 7F: 3 clusters Score -2.848862e+07 nChanged 18927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 182844 members 
Entering Unmasked Estep 
Score: -28505032.000000 Penalty: 6098.945312
	Iteration 8F: 3 clusters Score -2.850503e+07 nChanged 16048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 198876 members 
Entering Unmasked Estep 
Score: -28519366.000000 Penalty: 6098.945312
	Iteration 9F: 3 clusters Score -2.851937e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 208833 members 
Entering Unmasked Estep 
Score: -28527532.000000 Penalty: 6098.945312
	Iteration 10Q: 3 clusters Score -2.852753e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 214080 members 
Entering Unmasked Estep 
Score: -28531628.000000 Penalty: 6098.945312
	Iteration 11Q: 3 clusters Score -2.853163e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 216485 members 
Entering Unmasked Estep 
Score: -28533356.000000 Penalty: 6098.945312
	Iteration 12Q: 3 clusters Score -2.853336e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 217466 members 
Entering Unmasked Estep 
Score: -28534020.000000 Penalty: 6098.945312
	Iteration 13Q: 3 clusters Score -2.853402e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 217870 members 
Entering Unmasked Estep 
Score: -28534392.000000 Penalty: 6098.945312
	Iteration 14Q: 3 clusters Score -2.853439e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 218059 members 
Entering Unmasked Estep 
Score: -28534576.000000 Penalty: 6098.945312
	Iteration 15Q: 3 clusters Score -2.853458e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 218154 members 
Entering Unmasked Estep 
Score: -28534662.000000 Penalty: 6098.945312
	Iteration 16Q: 3 clusters Score -2.853466e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 218210 members 
Entering Unmasked Estep 
Score: -28534734.000000 Penalty: 6098.945312
	Iteration 17Q: 3 clusters Score -2.853473e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 218251 members 
Entering Unmasked Estep 
Score: -28534770.000000 Penalty: 6098.945312
	Iteration 18Q: 3 clusters Score -2.853477e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 218270 members 
Entering Unmasked Estep 
Score: -28534790.000000 Penalty: 6098.945312
	Iteration 19Q: 3 clusters Score -2.853479e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 218288 members 
Entering Unmasked Estep 
Score: -28534818.000000 Penalty: 6098.945312
	Iteration 20F: 3 clusters Score -2.853482e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 218295 members 
Entering Unmasked Estep 
Score: -28534812.000000 Penalty: 6098.945312
	Iteration 21Q: 3 clusters Score -2.853481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 218305 members 
Entering Unmasked Estep 
Score: -28534828.000000 Penalty: 6098.945312
	Iteration 22Q: 3 clusters Score -2.853483e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 218311 members 
Entering Unmasked Estep 
Score: -28534826.000000 Penalty: 6098.945312
	Iteration 23Q: 3 clusters Score -2.853483e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 218321 members 
Entering Unmasked Estep 
Score: -28534826.000000 Penalty: 6098.945312
	Iteration 24Q: 3 clusters Score -2.853483e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 218332 members 
Entering Unmasked Estep 
Score: -28534868.000000 Penalty: 6098.945312
	Iteration 25Q: 3 clusters Score -2.853487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 218342 members 
Entering Unmasked Estep 
Score: -28534890.000000 Penalty: 6098.945312
	Iteration 26Q: 3 clusters Score -2.853489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 218344 members 
Entering Unmasked Estep 
Score: -28534896.000000 Penalty: 6098.945312
	Iteration 27Q: 3 clusters Score -2.85349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 218345 members 
Entering Unmasked Estep 
Score: -28534910.000000 Penalty: 6098.945312
	Iteration 28Q: 3 clusters Score -2.853491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 218344 members 
Entering Unmasked Estep 
Score: -28534906.000000 Penalty: 6098.945312
	Iteration 29Q: 3 clusters Score -2.853491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 218347 members 
Entering Unmasked Estep 
Score: -28534906.000000 Penalty: 6098.945312
	Iteration 30Q: 3 clusters Score -2.853491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 218350 members 
Entering Unmasked Estep 
Score: -28534916.000000 Penalty: 6098.945312
	Iteration 31Q: 3 clusters Score -2.853492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 218348 members 
Entering Unmasked Estep 
Score: -28534930.000000 Penalty: 6098.945312
	Iteration 32Q: 3 clusters Score -2.853493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 218350 members 
Entering Unmasked Estep 
Score: -28534940.000000 Penalty: 6098.945312
	Iteration 33Q: 3 clusters Score -2.853494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 218351 members 
Entering Unmasked Estep 
Score: -28534942.000000 Penalty: 6098.945312
	Iteration 34Q: 3 clusters Score -2.853494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 218353 members 
Entering Unmasked Estep 
Score: -28534946.000000 Penalty: 6098.945312
	Iteration 35Q: 3 clusters Score -2.853495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 218354 members 
Entering Unmasked Estep 
Score: -28534946.000000 Penalty: 6098.945312
	Iteration 36Q: 3 clusters Score -2.853495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 218356 members 
Entering Unmasked Estep 
Score: -28534948.000000 Penalty: 6098.945312
	Iteration 37Q: 3 clusters Score -2.853495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 218354 members 
Entering Unmasked Estep 
Score: -28534966.000000 Penalty: 6098.945312
	Iteration 38Q: 3 clusters Score -2.853497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 218353 members 
Entering Unmasked Estep 
Score: -28534972.000000 Penalty: 6098.945312
	Iteration 39Q: 3 clusters Score -2.853497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 218353 members 
Entering Unmasked Estep 
Score: -28534972.000000 Penalty: 6098.945312
	Iteration 40F: 3 clusters Score -2.853497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -39392.414062 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -39392.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38002.191406 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -38002.19 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38161.519531 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -38161.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38245.144531 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -38245.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38335.816406 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -38335.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38435.285156 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -38435.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -38514.988281 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -38514.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38629.421875 Penalty: 2952.808594
	Iteration 6F: 3 clusters Score -38629.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38710.507812 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -38710.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -38792.000000 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -38792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38907.007812 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -38907.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39025.660156 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -39025.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -39100.332031 Penalty: 2952.808594
	Iteration 11Q: 3 clusters Score -39100.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39120.128906 Penalty: 2952.808594
	Iteration 12Q: 3 clusters Score -39120.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39120.128906 Penalty: 2952.808594
	Iteration 13F: 3 clusters Score -39120.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -59548.601562 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -59548.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58036.066406 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -58036.07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58207.035156 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -58207.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58255.664062 Penalty: 3072.425049
	Iteration 2Q: 3 clusters Score -58255.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58269.328125 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -58269.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -58283.796875 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -58283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58292.703125 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -58292.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58298.656250 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -58298.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58300.730469 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -58300.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58300.730469 Penalty: 3072.425049
	Iteration 8F: 3 clusters Score -58300.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Entering Unmasked Estep 
Score: -1488533.625000 Penalty: 2313.506836
	Iteration 0F: 2 clusters Score -1488534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1480058.125000 Penalty: 4627.013672
	Iteration 0F: 3 clusters Score -1480058 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1482478.625000 Penalty: 4627.013672
	Iteration 1F: 3 clusters Score -1482479 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1482760.000000 Penalty: 4627.013672
	Iteration 2F: 3 clusters Score -1482760 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1482997.750000 Penalty: 4627.013672
	Iteration 3Q: 3 clusters Score -1482998 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1483235.250000 Penalty: 4627.013672
	Iteration 4Q: 3 clusters Score -1483235 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1483484.875000 Penalty: 4627.013672
	Iteration 5Q: 3 clusters Score -1483485 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1483765.500000 Penalty: 4627.013672
	Iteration 6Q: 3 clusters Score -1483766 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1484147.875000 Penalty: 4627.013672
	Iteration 7Q: 3 clusters Score -1484148 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1484566.250000 Penalty: 4627.013672
	Iteration 8F: 3 clusters Score -1484566 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1485020.125000 Penalty: 4627.013672
	Iteration 9F: 3 clusters Score -1485020 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1485417.625000 Penalty: 4627.013672
	Iteration 10Q: 3 clusters Score -1485418 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1485714.750000 Penalty: 4627.013672
	Iteration 11Q: 3 clusters Score -1485715 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1485945.000000 Penalty: 4627.013672
	Iteration 12Q: 3 clusters Score -1485945 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1486099.375000 Penalty: 4627.013672
	Iteration 13Q: 3 clusters Score -1486099 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1486208.625000 Penalty: 4627.013672
	Iteration 14Q: 3 clusters Score -1486209 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1486287.500000 Penalty: 4627.013672
	Iteration 15Q: 3 clusters Score -1486288 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1486348.000000 Penalty: 4627.013672
	Iteration 16Q: 3 clusters Score -1486348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1486383.125000 Penalty: 4627.013672
	Iteration 17Q: 3 clusters Score -1486383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1486410.625000 Penalty: 4627.013672
	Iteration 18Q: 3 clusters Score -1486411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1486438.375000 Penalty: 4627.013672
	Iteration 19Q: 3 clusters Score -1486438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1486465.250000 Penalty: 4627.013672
	Iteration 20F: 3 clusters Score -1486465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1486493.000000 Penalty: 4627.013672
	Iteration 21Q: 3 clusters Score -1486493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1486505.750000 Penalty: 4627.013672
	Iteration 22Q: 3 clusters Score -1486506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1486513.625000 Penalty: 4627.013672
	Iteration 23Q: 3 clusters Score -1486514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1486524.000000 Penalty: 4627.013672
	Iteration 24Q: 3 clusters Score -1486524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1486533.000000 Penalty: 4627.013672
	Iteration 25Q: 3 clusters Score -1486533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1486533.125000 Penalty: 4627.013672
	Iteration 26Q: 3 clusters Score -1486533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1486538.000000 Penalty: 4627.013672
	Iteration 27Q: 3 clusters Score -1486538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1486543.375000 Penalty: 4627.013672
	Iteration 28Q: 3 clusters Score -1486543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1486549.000000 Penalty: 4627.013672
	Iteration 29Q: 3 clusters Score -1486549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1486551.125000 Penalty: 4627.013672
	Iteration 30Q: 3 clusters Score -1486551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1486553.500000 Penalty: 4627.013672
	Iteration 31Q: 3 clusters Score -1486554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1486552.750000 Penalty: 4627.013672
	Iteration 32Q: 3 clusters Score -1486553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1486552.750000 Penalty: 4627.013672
	Iteration 33F: 3 clusters Score -1486553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -187373.296875 Penalty: 1832.305420
	Iteration 0F: 2 clusters Score -187373.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -185051.640625 Penalty: 3664.610840
	Iteration 0F: 3 clusters Score -185051.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -185533.859375 Penalty: 3664.610840
	Iteration 1F: 3 clusters Score -185533.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -185693.031250 Penalty: 3664.610840
	Iteration 2F: 3 clusters Score -185693 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -185769.328125 Penalty: 3664.610840
	Iteration 3Q: 3 clusters Score -185769.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -185824.765625 Penalty: 3664.610840
	Iteration 4Q: 3 clusters Score -185824.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -185866.359375 Penalty: 3664.610840
	Iteration 5Q: 3 clusters Score -185866.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -185898.859375 Penalty: 3664.610840
	Iteration 6Q: 3 clusters Score -185898.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -185928.671875 Penalty: 3664.610840
	Iteration 7Q: 3 clusters Score -185928.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -185954.828125 Penalty: 3664.610840
	Iteration 8Q: 3 clusters Score -185954.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -185974.609375 Penalty: 3664.610840
	Iteration 9Q: 3 clusters Score -185974.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -185988.812500 Penalty: 3664.610840
	Iteration 10Q: 3 clusters Score -185988.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -186000.843750 Penalty: 3664.610840
	Iteration 11Q: 3 clusters Score -186000.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -186012.203125 Penalty: 3664.610840
	Iteration 12Q: 3 clusters Score -186012.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -186031.375000 Penalty: 3664.610840
	Iteration 13Q: 3 clusters Score -186031.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -186045.187500 Penalty: 3664.610840
	Iteration 14Q: 3 clusters Score -186045.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -186052.109375 Penalty: 3664.610840
	Iteration 15Q: 3 clusters Score -186052.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -186060.140625 Penalty: 3664.610840
	Iteration 16Q: 3 clusters Score -186060.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -186067.328125 Penalty: 3664.610840
	Iteration 17Q: 3 clusters Score -186067.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -186074.140625 Penalty: 3664.610840
	Iteration 18Q: 3 clusters Score -186074.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -186081.500000 Penalty: 3664.610840
	Iteration 19Q: 3 clusters Score -186081.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -186089.031250 Penalty: 3664.610840
	Iteration 20F: 3 clusters Score -186089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -186095.218750 Penalty: 3664.610840
	Iteration 21Q: 3 clusters Score -186095.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -186104.062500 Penalty: 3664.610840
	Iteration 22Q: 3 clusters Score -186104.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -186107.437500 Penalty: 3664.610840
	Iteration 23Q: 3 clusters Score -186107.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -186113.218750 Penalty: 3664.610840
	Iteration 24Q: 3 clusters Score -186113.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -186118.062500 Penalty: 3664.610840
	Iteration 25Q: 3 clusters Score -186118.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -186125.734375 Penalty: 3664.610840
	Iteration 26Q: 3 clusters Score -186125.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -186130.625000 Penalty: 3664.610840
	Iteration 27Q: 3 clusters Score -186130.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -186133.546875 Penalty: 3664.610840
	Iteration 28Q: 3 clusters Score -186133.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -186139.015625 Penalty: 3664.610840
	Iteration 29Q: 3 clusters Score -186139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -186142.671875 Penalty: 3664.610840
	Iteration 30Q: 3 clusters Score -186142.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -186143.546875 Penalty: 3664.610840
	Iteration 31Q: 3 clusters Score -186143.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -186143.937500 Penalty: 3664.610840
	Iteration 32Q: 3 clusters Score -186143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -186145.921875 Penalty: 3664.610840
	Iteration 33Q: 3 clusters Score -186145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -186146.281250 Penalty: 3664.610840
	Iteration 34Q: 3 clusters Score -186146.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -186146.281250 Penalty: 3664.610840
	Iteration 35F: 3 clusters Score -186146.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Entering Unmasked Estep 
Score: -1791458.000000 Penalty: 2362.146973
	Iteration 0F: 2 clusters Score -1791458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1781433.500000 Penalty: 4724.293945
	Iteration 0F: 3 clusters Score -1781434 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1784398.500000 Penalty: 4724.293945
	Iteration 1F: 3 clusters Score -1784398 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1784686.875000 Penalty: 4724.293945
	Iteration 2F: 3 clusters Score -1784687 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1784886.625000 Penalty: 4724.293945
	Iteration 3Q: 3 clusters Score -1784887 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1785075.125000 Penalty: 4724.293945
	Iteration 4Q: 3 clusters Score -1785075 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1785244.250000 Penalty: 4724.293945
	Iteration 5Q: 3 clusters Score -1785244 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1785422.500000 Penalty: 4724.293945
	Iteration 6Q: 3 clusters Score -1785422 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1785660.000000 Penalty: 4724.293945
	Iteration 7Q: 3 clusters Score -1785660 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1786009.125000 Penalty: 4724.293945
	Iteration 8Q: 3 clusters Score -1786009 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1786483.750000 Penalty: 4724.293945
	Iteration 9Q: 3 clusters Score -1786484 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1787088.125000 Penalty: 4724.293945
	Iteration 10Q: 3 clusters Score -1787088 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1787777.125000 Penalty: 4724.293945
	Iteration 11F: 3 clusters Score -1787777 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1788575.875000 Penalty: 4724.293945
	Iteration 12F: 3 clusters Score -1788576 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1789521.250000 Penalty: 4724.293945
	Iteration 13F: 3 clusters Score -1789521 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1790566.500000 Penalty: 4724.293945
	Iteration 14F: 3 clusters Score -1790566 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1791316.750000 Penalty: 4724.293945
	Iteration 15Q: 3 clusters Score -1791317 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1791663.500000 Penalty: 4724.293945
	Iteration 16Q: 3 clusters Score -1791664 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1791789.750000 Penalty: 4724.293945
	Iteration 17Q: 3 clusters Score -1791790 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1791843.375000 Penalty: 4724.293945
	Iteration 18Q: 3 clusters Score -1791843 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1791869.500000 Penalty: 4724.293945
	Iteration 19Q: 3 clusters Score -1791870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1791888.000000 Penalty: 4724.293945
	Iteration 20F: 3 clusters Score -1791888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1791895.125000 Penalty: 4724.293945
	Iteration 21Q: 3 clusters Score -1791895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1791900.625000 Penalty: 4724.293945
	Iteration 22Q: 3 clusters Score -1791901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1791900.750000 Penalty: 4724.293945
	Iteration 23Q: 3 clusters Score -1791901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1791907.750000 Penalty: 4724.293945
	Iteration 24Q: 3 clusters Score -1791908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1791910.875000 Penalty: 4724.293945
	Iteration 25Q: 3 clusters Score -1791911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1791906.375000 Penalty: 4724.293945
	Iteration 26Q: 3 clusters Score -1791906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1791907.375000 Penalty: 4724.293945
	Iteration 27Q: 3 clusters Score -1791907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1791908.000000 Penalty: 4724.293945
	Iteration 28Q: 3 clusters Score -1791908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1791909.875000 Penalty: 4724.293945
	Iteration 29Q: 3 clusters Score -1791910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1791912.500000 Penalty: 4724.293945
	Iteration 30Q: 3 clusters Score -1791912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1791912.500000 Penalty: 4724.293945
	Iteration 31F: 3 clusters Score -1791912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 35945 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218876 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 6418 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59591 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 41737 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15784 members 
Mstep: Class 24 contains 192936 members 
Mstep: Class 25 contains 7277 members 
Entering Unmasked Estep 
Score: -90822024.000000 Penalty: 83590.781250
Splitting cluster 11 changes total score from -90822608.000000 to -90822024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (7147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Entering Unmasked Estep 
Score: -934569.937500 Penalty: 2200.863037
	Iteration 0F: 2 clusters Score -934569.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -928709.500000 Penalty: 4401.726074
	Iteration 0F: 3 clusters Score -928709.5 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -930238.062500 Penalty: 4401.726074
	Iteration 1F: 3 clusters Score -930238.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -930473.187500 Penalty: 4401.726074
	Iteration 2F: 3 clusters Score -930473.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -930632.625000 Penalty: 4401.726074
	Iteration 3Q: 3 clusters Score -930632.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -930753.875000 Penalty: 4401.726074
	Iteration 4Q: 3 clusters Score -930753.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -930857.312500 Penalty: 4401.726074
	Iteration 5Q: 3 clusters Score -930857.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -930965.875000 Penalty: 4401.726074
	Iteration 6Q: 3 clusters Score -930965.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -931076.125000 Penalty: 4401.726074
	Iteration 7Q: 3 clusters Score -931076.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -931163.812500 Penalty: 4401.726074
	Iteration 8Q: 3 clusters Score -931163.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -931243.812500 Penalty: 4401.726074
	Iteration 9Q: 3 clusters Score -931243.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -931325.687500 Penalty: 4401.726074
	Iteration 10Q: 3 clusters Score -931325.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -931397.875000 Penalty: 4401.726074
	Iteration 11Q: 3 clusters Score -931397.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -931468.500000 Penalty: 4401.726074
	Iteration 12Q: 3 clusters Score -931468.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -931548.437500 Penalty: 4401.726074
	Iteration 13Q: 3 clusters Score -931548.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -931629.437500 Penalty: 4401.726074
	Iteration 14Q: 3 clusters Score -931629.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -931708.500000 Penalty: 4401.726074
	Iteration 15Q: 3 clusters Score -931708.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -931784.125000 Penalty: 4401.726074
	Iteration 16Q: 3 clusters Score -931784.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -931856.000000 Penalty: 4401.726074
	Iteration 17Q: 3 clusters Score -931856 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -931927.062500 Penalty: 4401.726074
	Iteration 18Q: 3 clusters Score -931927.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -932002.312500 Penalty: 4401.726074
	Iteration 19Q: 3 clusters Score -932002.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -932064.250000 Penalty: 4401.726074
	Iteration 20F: 3 clusters Score -932064.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -932119.750000 Penalty: 4401.726074
	Iteration 21Q: 3 clusters Score -932119.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -932168.437500 Penalty: 4401.726074
	Iteration 22Q: 3 clusters Score -932168.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -932218.375000 Penalty: 4401.726074
	Iteration 23Q: 3 clusters Score -932218.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -932255.562500 Penalty: 4401.726074
	Iteration 24Q: 3 clusters Score -932255.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -932288.625000 Penalty: 4401.726074
	Iteration 25Q: 3 clusters Score -932288.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -932317.375000 Penalty: 4401.726074
	Iteration 26Q: 3 clusters Score -932317.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -932347.000000 Penalty: 4401.726074
	Iteration 27Q: 3 clusters Score -932347 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -932370.500000 Penalty: 4401.726074
	Iteration 28Q: 3 clusters Score -932370.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -932398.750000 Penalty: 4401.726074
	Iteration 29Q: 3 clusters Score -932398.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -932419.437500 Penalty: 4401.726074
	Iteration 30Q: 3 clusters Score -932419.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -932435.312500 Penalty: 4401.726074
	Iteration 31Q: 3 clusters Score -932435.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -932450.500000 Penalty: 4401.726074
	Iteration 32Q: 3 clusters Score -932450.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -932471.437500 Penalty: 4401.726074
	Iteration 33Q: 3 clusters Score -932471.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -932493.750000 Penalty: 4401.726074
	Iteration 34Q: 3 clusters Score -932493.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -932510.812500 Penalty: 4401.726074
	Iteration 35Q: 3 clusters Score -932510.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -932529.625000 Penalty: 4401.726074
	Iteration 36Q: 3 clusters Score -932529.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -932547.875000 Penalty: 4401.726074
	Iteration 37Q: 3 clusters Score -932547.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -932566.937500 Penalty: 4401.726074
	Iteration 38Q: 3 clusters Score -932566.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -932580.000000 Penalty: 4401.726074
	Iteration 39Q: 3 clusters Score -932580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -932588.000000 Penalty: 4401.726074
	Iteration 40F: 3 clusters Score -932588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -932598.437500 Penalty: 4401.726074
	Iteration 41Q: 3 clusters Score -932598.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -932603.125000 Penalty: 4401.726074
	Iteration 42Q: 3 clusters Score -932603.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -932612.312500 Penalty: 4401.726074
	Iteration 43Q: 3 clusters Score -932612.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -932616.812500 Penalty: 4401.726074
	Iteration 44Q: 3 clusters Score -932616.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -932623.937500 Penalty: 4401.726074
	Iteration 45Q: 3 clusters Score -932623.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -932626.125000 Penalty: 4401.726074
	Iteration 46Q: 3 clusters Score -932626.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -932628.875000 Penalty: 4401.726074
	Iteration 47Q: 3 clusters Score -932628.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -932628.875000 Penalty: 4401.726074
	Iteration 48F: 3 clusters Score -932628.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Entering Unmasked Estep 
Score: -861460.312500 Penalty: 2190.987793
	Iteration 0F: 2 clusters Score -861460.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -855757.250000 Penalty: 4381.975586
	Iteration 0F: 3 clusters Score -855757.2 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -857152.437500 Penalty: 4381.975586
	Iteration 1F: 3 clusters Score -857152.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -857368.125000 Penalty: 4381.975586
	Iteration 2F: 3 clusters Score -857368.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -857544.000000 Penalty: 4381.975586
	Iteration 3Q: 3 clusters Score -857544 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -857747.062500 Penalty: 4381.975586
	Iteration 4Q: 3 clusters Score -857747.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -857980.187500 Penalty: 4381.975586
	Iteration 5Q: 3 clusters Score -857980.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -858240.312500 Penalty: 4381.975586
	Iteration 6Q: 3 clusters Score -858240.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -858526.812500 Penalty: 4381.975586
	Iteration 7F: 3 clusters Score -858526.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -858789.875000 Penalty: 4381.975586
	Iteration 8F: 3 clusters Score -858789.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -859082.562500 Penalty: 4381.975586
	Iteration 9F: 3 clusters Score -859082.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -859349.000000 Penalty: 4381.975586
	Iteration 10F: 3 clusters Score -859349 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -859566.312500 Penalty: 4381.975586
	Iteration 11Q: 3 clusters Score -859566.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -859749.937500 Penalty: 4381.975586
	Iteration 12Q: 3 clusters Score -859749.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -859877.875000 Penalty: 4381.975586
	Iteration 13Q: 3 clusters Score -859877.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -859971.937500 Penalty: 4381.975586
	Iteration 14Q: 3 clusters Score -859971.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -860032.875000 Penalty: 4381.975586
	Iteration 15Q: 3 clusters Score -860032.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -860082.937500 Penalty: 4381.975586
	Iteration 16Q: 3 clusters Score -860082.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -860122.375000 Penalty: 4381.975586
	Iteration 17Q: 3 clusters Score -860122.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -860148.750000 Penalty: 4381.975586
	Iteration 18Q: 3 clusters Score -860148.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -860173.437500 Penalty: 4381.975586
	Iteration 19Q: 3 clusters Score -860173.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -860205.437500 Penalty: 4381.975586
	Iteration 20F: 3 clusters Score -860205.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -860226.562500 Penalty: 4381.975586
	Iteration 21Q: 3 clusters Score -860226.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -860239.812500 Penalty: 4381.975586
	Iteration 22Q: 3 clusters Score -860239.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -860250.437500 Penalty: 4381.975586
	Iteration 23Q: 3 clusters Score -860250.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -860258.437500 Penalty: 4381.975586
	Iteration 24Q: 3 clusters Score -860258.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -860262.062500 Penalty: 4381.975586
	Iteration 25Q: 3 clusters Score -860262.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -860265.312500 Penalty: 4381.975586
	Iteration 26Q: 3 clusters Score -860265.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -860269.250000 Penalty: 4381.975586
	Iteration 27Q: 3 clusters Score -860269.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -860273.750000 Penalty: 4381.975586
	Iteration 28Q: 3 clusters Score -860273.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -860275.187500 Penalty: 4381.975586
	Iteration 29Q: 3 clusters Score -860275.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -860275.625000 Penalty: 4381.975586
	Iteration 30Q: 3 clusters Score -860275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -860276.875000 Penalty: 4381.975586
	Iteration 31Q: 3 clusters Score -860276.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -860275.250000 Penalty: 4381.975586
	Iteration 32Q: 3 clusters Score -860275.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -860275.250000 Penalty: 4381.975586
	Iteration 33F: 3 clusters Score -860275.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Entering Unmasked Estep 
Score: -3170822.000000 Penalty: 2524.710693
	Iteration 0F: 2 clusters Score -3170822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3152560.000000 Penalty: 5049.421387
	Iteration 0F: 3 clusters Score -3152560 nChanged 11785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3159007.500000 Penalty: 5049.421387
	Iteration 1F: 3 clusters Score -3159008 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3159591.500000 Penalty: 5049.421387
	Iteration 2F: 3 clusters Score -3159592 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3160169.750000 Penalty: 5049.421387
	Iteration 3F: 3 clusters Score -3160170 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3160764.250000 Penalty: 5049.421387
	Iteration 4Q: 3 clusters Score -3160764 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3161350.000000 Penalty: 5049.421387
	Iteration 5Q: 3 clusters Score -3161350 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -3161951.250000 Penalty: 5049.421387
	Iteration 6Q: 3 clusters Score -3161951 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3162588.500000 Penalty: 5049.421387
	Iteration 7Q: 3 clusters Score -3162588 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3163188.250000 Penalty: 5049.421387
	Iteration 8Q: 3 clusters Score -3163188 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3163782.000000 Penalty: 5049.421387
	Iteration 9Q: 3 clusters Score -3163782 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -3164273.750000 Penalty: 5049.421387
	Iteration 10Q: 3 clusters Score -3164274 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -3164665.750000 Penalty: 5049.421387
	Iteration 11Q: 3 clusters Score -3164666 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3164988.000000 Penalty: 5049.421387
	Iteration 12Q: 3 clusters Score -3164988 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3165262.000000 Penalty: 5049.421387
	Iteration 13Q: 3 clusters Score -3165262 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -3165544.250000 Penalty: 5049.421387
	Iteration 14Q: 3 clusters Score -3165544 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -3165781.500000 Penalty: 5049.421387
	Iteration 15Q: 3 clusters Score -3165782 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3165971.750000 Penalty: 5049.421387
	Iteration 16Q: 3 clusters Score -3165972 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3166146.250000 Penalty: 5049.421387
	Iteration 17Q: 3 clusters Score -3166146 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3166316.750000 Penalty: 5049.421387
	Iteration 18Q: 3 clusters Score -3166317 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3166452.500000 Penalty: 5049.421387
	Iteration 19Q: 3 clusters Score -3166452 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3166584.250000 Penalty: 5049.421387
	Iteration 20F: 3 clusters Score -3166584 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3166680.250000 Penalty: 5049.421387
	Iteration 21Q: 3 clusters Score -3166680 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3166744.750000 Penalty: 5049.421387
	Iteration 22Q: 3 clusters Score -3166745 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3166806.250000 Penalty: 5049.421387
	Iteration 23Q: 3 clusters Score -3166806 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3166852.500000 Penalty: 5049.421387
	Iteration 24Q: 3 clusters Score -3166852 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -3166883.250000 Penalty: 5049.421387
	Iteration 25Q: 3 clusters Score -3166883 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -3166918.250000 Penalty: 5049.421387
	Iteration 26Q: 3 clusters Score -3166918 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -3166941.500000 Penalty: 5049.421387
	Iteration 27Q: 3 clusters Score -3166942 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -3166959.000000 Penalty: 5049.421387
	Iteration 28Q: 3 clusters Score -3166959 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -3166981.000000 Penalty: 5049.421387
	Iteration 29Q: 3 clusters Score -3166981 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3166997.500000 Penalty: 5049.421387
	Iteration 30Q: 3 clusters Score -3166998 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3167001.000000 Penalty: 5049.421387
	Iteration 31Q: 3 clusters Score -3167001 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3167013.000000 Penalty: 5049.421387
	Iteration 32Q: 3 clusters Score -3167013 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -3167018.750000 Penalty: 5049.421387
	Iteration 33Q: 3 clusters Score -3167019 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3167030.000000 Penalty: 5049.421387
	Iteration 34Q: 3 clusters Score -3167030 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3167047.250000 Penalty: 5049.421387
	Iteration 35Q: 3 clusters Score -3167047 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -3167061.250000 Penalty: 5049.421387
	Iteration 36Q: 3 clusters Score -3167061 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -3167070.750000 Penalty: 5049.421387
	Iteration 37Q: 3 clusters Score -3167071 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -3167071.500000 Penalty: 5049.421387
	Iteration 38Q: 3 clusters Score -3167072 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -3167083.000000 Penalty: 5049.421387
	Iteration 39Q: 3 clusters Score -3167083 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3167095.500000 Penalty: 5049.421387
	Iteration 40F: 3 clusters Score -3167096 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3167103.000000 Penalty: 5049.421387
	Iteration 41Q: 3 clusters Score -3167103 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -3167104.500000 Penalty: 5049.421387
	Iteration 42Q: 3 clusters Score -3167104 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3167137.000000 Penalty: 5049.421387
	Iteration 43Q: 3 clusters Score -3167137 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -3167149.250000 Penalty: 5049.421387
	Iteration 44Q: 3 clusters Score -3167149 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -3167165.000000 Penalty: 5049.421387
	Iteration 45Q: 3 clusters Score -3167165 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -3167174.750000 Penalty: 5049.421387
	Iteration 46Q: 3 clusters Score -3167175 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -3167196.750000 Penalty: 5049.421387
	Iteration 47Q: 3 clusters Score -3167197 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -3167212.500000 Penalty: 5049.421387
	Iteration 48Q: 3 clusters Score -3167212 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -3167232.250000 Penalty: 5049.421387
	Iteration 49Q: 3 clusters Score -3167232 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -3167259.750000 Penalty: 5049.421387
	Iteration 50Q: 3 clusters Score -3167260 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -3167286.750000 Penalty: 5049.421387
	Iteration 51Q: 3 clusters Score -3167287 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -3167329.750000 Penalty: 5049.421387
	Iteration 52Q: 3 clusters Score -3167330 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -3167348.750000 Penalty: 5049.421387
	Iteration 53Q: 3 clusters Score -3167349 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -3167379.250000 Penalty: 5049.421387
	Iteration 54Q: 3 clusters Score -3167379 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -3167414.000000 Penalty: 5049.421387
	Iteration 55Q: 3 clusters Score -3167414 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3167458.000000 Penalty: 5049.421387
	Iteration 56Q: 3 clusters Score -3167458 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -3167483.500000 Penalty: 5049.421387
	Iteration 57Q: 3 clusters Score -3167484 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -3167516.250000 Penalty: 5049.421387
	Iteration 58Q: 3 clusters Score -3167516 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -3167563.250000 Penalty: 5049.421387
	Iteration 59Q: 3 clusters Score -3167563 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -3167616.500000 Penalty: 5049.421387
	Iteration 60F: 3 clusters Score -3167616 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3167665.500000 Penalty: 5049.421387
	Iteration 61Q: 3 clusters Score -3167666 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -3167729.500000 Penalty: 5049.421387
	Iteration 62Q: 3 clusters Score -3167730 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -3167804.000000 Penalty: 5049.421387
	Iteration 63Q: 3 clusters Score -3167804 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -3167903.500000 Penalty: 5049.421387
	Iteration 64Q: 3 clusters Score -3167904 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -3167964.250000 Penalty: 5049.421387
	Iteration 65Q: 3 clusters Score -3167964 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -3168054.250000 Penalty: 5049.421387
	Iteration 66Q: 3 clusters Score -3168054 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -3168132.750000 Penalty: 5049.421387
	Iteration 67Q: 3 clusters Score -3168133 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -3168222.750000 Penalty: 5049.421387
	Iteration 68Q: 3 clusters Score -3168223 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -3168301.500000 Penalty: 5049.421387
	Iteration 69Q: 3 clusters Score -3168302 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -3168384.250000 Penalty: 5049.421387
	Iteration 70Q: 3 clusters Score -3168384 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -3168474.500000 Penalty: 5049.421387
	Iteration 71Q: 3 clusters Score -3168474 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -3168568.250000 Penalty: 5049.421387
	Iteration 72Q: 3 clusters Score -3168568 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3168663.500000 Penalty: 5049.421387
	Iteration 73Q: 3 clusters Score -3168664 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3168729.500000 Penalty: 5049.421387
	Iteration 74Q: 3 clusters Score -3168730 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -3168805.500000 Penalty: 5049.421387
	Iteration 75Q: 3 clusters Score -3168806 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -3168874.250000 Penalty: 5049.421387
	Iteration 76Q: 3 clusters Score -3168874 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -3168912.750000 Penalty: 5049.421387
	Iteration 77Q: 3 clusters Score -3168913 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -3168946.250000 Penalty: 5049.421387
	Iteration 78Q: 3 clusters Score -3168946 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -3168973.500000 Penalty: 5049.421387
	Iteration 79Q: 3 clusters Score -3168974 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -3168996.000000 Penalty: 5049.421387
	Iteration 80F: 3 clusters Score -3168996 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3169015.250000 Penalty: 5049.421387
	Iteration 81Q: 3 clusters Score -3169015 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3169030.250000 Penalty: 5049.421387
	Iteration 82Q: 3 clusters Score -3169030 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -3169051.500000 Penalty: 5049.421387
	Iteration 83Q: 3 clusters Score -3169052 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3169057.500000 Penalty: 5049.421387
	Iteration 84Q: 3 clusters Score -3169058 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3169067.000000 Penalty: 5049.421387
	Iteration 85Q: 3 clusters Score -3169067 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -3169077.500000 Penalty: 5049.421387
	Iteration 86Q: 3 clusters Score -3169078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3169082.000000 Penalty: 5049.421387
	Iteration 87Q: 3 clusters Score -3169082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3169090.750000 Penalty: 5049.421387
	Iteration 88Q: 3 clusters Score -3169091 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -3169106.750000 Penalty: 5049.421387
	Iteration 89Q: 3 clusters Score -3169107 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3169109.750000 Penalty: 5049.421387
	Iteration 90Q: 3 clusters Score -3169110 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3169124.500000 Penalty: 5049.421387
	Iteration 91Q: 3 clusters Score -3169124 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3169141.750000 Penalty: 5049.421387
	Iteration 92Q: 3 clusters Score -3169142 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3169158.750000 Penalty: 5049.421387
	Iteration 93Q: 3 clusters Score -3169159 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -3169160.000000 Penalty: 5049.421387
	Iteration 94Q: 3 clusters Score -3169160 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3169183.500000 Penalty: 5049.421387
	Iteration 95Q: 3 clusters Score -3169184 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3169201.750000 Penalty: 5049.421387
	Iteration 96Q: 3 clusters Score -3169202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3169207.250000 Penalty: 5049.421387
	Iteration 97Q: 3 clusters Score -3169207 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3169221.500000 Penalty: 5049.421387
	Iteration 98Q: 3 clusters Score -3169222 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3169231.250000 Penalty: 5049.421387
	Iteration 99Q: 3 clusters Score -3169231 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3169253.250000 Penalty: 5049.421387
	Iteration 100F: 3 clusters Score -3169253 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -3169262.250000 Penalty: 5049.421387
	Iteration 101Q: 3 clusters Score -3169262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3169273.500000 Penalty: 5049.421387
	Iteration 102Q: 3 clusters Score -3169274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3169283.250000 Penalty: 5049.421387
	Iteration 103Q: 3 clusters Score -3169283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3169289.000000 Penalty: 5049.421387
	Iteration 104Q: 3 clusters Score -3169289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3169298.250000 Penalty: 5049.421387
	Iteration 105Q: 3 clusters Score -3169298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3169299.750000 Penalty: 5049.421387
	Iteration 106Q: 3 clusters Score -3169300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3169307.000000 Penalty: 5049.421387
	Iteration 107Q: 3 clusters Score -3169307 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3169317.250000 Penalty: 5049.421387
	Iteration 108Q: 3 clusters Score -3169317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3169315.250000 Penalty: 5049.421387
	Iteration 109Q: 3 clusters Score -3169315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3169327.500000 Penalty: 5049.421387
	Iteration 110Q: 3 clusters Score -3169328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3169329.000000 Penalty: 5049.421387
	Iteration 111Q: 3 clusters Score -3169329 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3169339.250000 Penalty: 5049.421387
	Iteration 112Q: 3 clusters Score -3169339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3169340.250000 Penalty: 5049.421387
	Iteration 113Q: 3 clusters Score -3169340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3169349.500000 Penalty: 5049.421387
	Iteration 114Q: 3 clusters Score -3169350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3169350.750000 Penalty: 5049.421387
	Iteration 115Q: 3 clusters Score -3169351 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3169356.750000 Penalty: 5049.421387
	Iteration 116Q: 3 clusters Score -3169357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3169359.000000 Penalty: 5049.421387
	Iteration 117Q: 3 clusters Score -3169359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3169366.250000 Penalty: 5049.421387
	Iteration 118Q: 3 clusters Score -3169366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3169363.500000 Penalty: 5049.421387
	Iteration 119Q: 3 clusters Score -3169364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3169370.500000 Penalty: 5049.421387
	Iteration 120F: 3 clusters Score -3169370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3169376.750000 Penalty: 5049.421387
	Iteration 121Q: 3 clusters Score -3169377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3169374.000000 Penalty: 5049.421387
	Iteration 122Q: 3 clusters Score -3169374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3169379.000000 Penalty: 5049.421387
	Iteration 123Q: 3 clusters Score -3169379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3169378.000000 Penalty: 5049.421387
	Iteration 124Q: 3 clusters Score -3169378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3169381.750000 Penalty: 5049.421387
	Iteration 125Q: 3 clusters Score -3169382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3169381.750000 Penalty: 5049.421387
	Iteration 126Q: 3 clusters Score -3169382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3169377.750000 Penalty: 5049.421387
	Iteration 127Q: 3 clusters Score -3169378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3169382.000000 Penalty: 5049.421387
	Iteration 128Q: 3 clusters Score -3169382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3169386.250000 Penalty: 5049.421387
	Iteration 129Q: 3 clusters Score -3169386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3169391.250000 Penalty: 5049.421387
	Iteration 130Q: 3 clusters Score -3169391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3169392.000000 Penalty: 5049.421387
	Iteration 131Q: 3 clusters Score -3169392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3169393.250000 Penalty: 5049.421387
	Iteration 132Q: 3 clusters Score -3169393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3169396.000000 Penalty: 5049.421387
	Iteration 133Q: 3 clusters Score -3169396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3169393.750000 Penalty: 5049.421387
	Iteration 134Q: 3 clusters Score -3169394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3169398.500000 Penalty: 5049.421387
	Iteration 135Q: 3 clusters Score -3169398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3169406.000000 Penalty: 5049.421387
	Iteration 136Q: 3 clusters Score -3169406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3169405.500000 Penalty: 5049.421387
	Iteration 137Q: 3 clusters Score -3169406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3169407.750000 Penalty: 5049.421387
	Iteration 138Q: 3 clusters Score -3169408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3169409.750000 Penalty: 5049.421387
	Iteration 139Q: 3 clusters Score -3169410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3169416.000000 Penalty: 5049.421387
	Iteration 140F: 3 clusters Score -3169416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3169418.000000 Penalty: 5049.421387
	Iteration 141Q: 3 clusters Score -3169418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3169417.750000 Penalty: 5049.421387
	Iteration 142Q: 3 clusters Score -3169418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3169412.500000 Penalty: 5049.421387
	Iteration 143Q: 3 clusters Score -3169412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3169416.000000 Penalty: 5049.421387
	Iteration 144Q: 3 clusters Score -3169416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3169414.250000 Penalty: 5049.421387
	Iteration 145Q: 3 clusters Score -3169414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3169414.750000 Penalty: 5049.421387
	Iteration 146Q: 3 clusters Score -3169415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3169413.250000 Penalty: 5049.421387
	Iteration 147Q: 3 clusters Score -3169413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3169413.250000 Penalty: 5049.421387
	Iteration 148Q: 3 clusters Score -3169413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3169413.250000 Penalty: 5049.421387
	Iteration 149F: 3 clusters Score -3169413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Entering Unmasked Estep 
Score: -4274028.000000 Penalty: 2589.136963
	Iteration 0F: 2 clusters Score -4274028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -4250830.500000 Penalty: 5178.273926
	Iteration 0F: 3 clusters Score -4250830 nChanged 15433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -4259294.000000 Penalty: 5178.273926
	Iteration 1F: 3 clusters Score -4259294 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -4259906.500000 Penalty: 5178.273926
	Iteration 2Q: 3 clusters Score -4259906 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -4260615.000000 Penalty: 5178.273926
	Iteration 3Q: 3 clusters Score -4260615 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -4261495.500000 Penalty: 5178.273926
	Iteration 4Q: 3 clusters Score -4261496 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4262556.500000 Penalty: 5178.273926
	Iteration 5F: 3 clusters Score -4262556 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -4263771.000000 Penalty: 5178.273926
	Iteration 6F: 3 clusters Score -4263771 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -4265179.000000 Penalty: 5178.273926
	Iteration 7F: 3 clusters Score -4265179 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4266695.000000 Penalty: 5178.273926
	Iteration 8F: 3 clusters Score -4266695 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -4268326.500000 Penalty: 5178.273926
	Iteration 9F: 3 clusters Score -4268326 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -4269704.500000 Penalty: 5178.273926
	Iteration 10Q: 3 clusters Score -4269704 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -4270840.000000 Penalty: 5178.273926
	Iteration 11Q: 3 clusters Score -4270840 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -4271702.000000 Penalty: 5178.273926
	Iteration 12Q: 3 clusters Score -4271702 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -4272212.000000 Penalty: 5178.273926
	Iteration 13Q: 3 clusters Score -4272212 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -4272435.500000 Penalty: 5178.273926
	Iteration 14Q: 3 clusters Score -4272436 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -4272571.000000 Penalty: 5178.273926
	Iteration 15Q: 3 clusters Score -4272571 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -4272633.500000 Penalty: 5178.273926
	Iteration 16Q: 3 clusters Score -4272634 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -4272685.500000 Penalty: 5178.273926
	Iteration 17Q: 3 clusters Score -4272686 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -4272721.500000 Penalty: 5178.273926
	Iteration 18Q: 3 clusters Score -4272722 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -4272752.000000 Penalty: 5178.273926
	Iteration 19Q: 3 clusters Score -4272752 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -4272771.500000 Penalty: 5178.273926
	Iteration 20F: 3 clusters Score -4272772 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -4272805.000000 Penalty: 5178.273926
	Iteration 21Q: 3 clusters Score -4272805 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -4272806.000000 Penalty: 5178.273926
	Iteration 22Q: 3 clusters Score -4272806 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -4272833.500000 Penalty: 5178.273926
	Iteration 23Q: 3 clusters Score -4272834 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -4272851.500000 Penalty: 5178.273926
	Iteration 24Q: 3 clusters Score -4272852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -4272869.000000 Penalty: 5178.273926
	Iteration 25Q: 3 clusters Score -4272869 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -4272875.000000 Penalty: 5178.273926
	Iteration 26Q: 3 clusters Score -4272875 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -4272888.500000 Penalty: 5178.273926
	Iteration 27Q: 3 clusters Score -4272888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -4272898.500000 Penalty: 5178.273926
	Iteration 28Q: 3 clusters Score -4272898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -4272903.500000 Penalty: 5178.273926
	Iteration 29Q: 3 clusters Score -4272904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -4272913.500000 Penalty: 5178.273926
	Iteration 30Q: 3 clusters Score -4272914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -4272910.000000 Penalty: 5178.273926
	Iteration 31Q: 3 clusters Score -4272910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -4272915.500000 Penalty: 5178.273926
	Iteration 32Q: 3 clusters Score -4272916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -4272917.500000 Penalty: 5178.273926
	Iteration 33Q: 3 clusters Score -4272918 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -4272932.000000 Penalty: 5178.273926
	Iteration 34Q: 3 clusters Score -4272932 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -4272933.000000 Penalty: 5178.273926
	Iteration 35Q: 3 clusters Score -4272933 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -4272952.000000 Penalty: 5178.273926
	Iteration 36Q: 3 clusters Score -4272952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -4272956.000000 Penalty: 5178.273926
	Iteration 37Q: 3 clusters Score -4272956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -4272961.000000 Penalty: 5178.273926
	Iteration 38Q: 3 clusters Score -4272961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -4272965.500000 Penalty: 5178.273926
	Iteration 39Q: 3 clusters Score -4272966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -4272971.500000 Penalty: 5178.273926
	Iteration 40F: 3 clusters Score -4272972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -4272973.000000 Penalty: 5178.273926
	Iteration 41Q: 3 clusters Score -4272973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -4272969.500000 Penalty: 5178.273926
	Iteration 42Q: 3 clusters Score -4272970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -4272983.500000 Penalty: 5178.273926
	Iteration 43Q: 3 clusters Score -4272984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -4272983.000000 Penalty: 5178.273926
	Iteration 44Q: 3 clusters Score -4272983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -4272973.500000 Penalty: 5178.273926
	Iteration 45Q: 3 clusters Score -4272974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -4272983.000000 Penalty: 5178.273926
	Iteration 46Q: 3 clusters Score -4272983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -4272982.500000 Penalty: 5178.273926
	Iteration 47Q: 3 clusters Score -4272982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -4272988.000000 Penalty: 5178.273926
	Iteration 48Q: 3 clusters Score -4272988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4272988.000000 Penalty: 5178.273926
	Iteration 49Q: 3 clusters Score -4272988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -4272982.500000 Penalty: 5178.273926
	Iteration 50Q: 3 clusters Score -4272982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -4272987.000000 Penalty: 5178.273926
	Iteration 51Q: 3 clusters Score -4272987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -4272990.000000 Penalty: 5178.273926
	Iteration 52Q: 3 clusters Score -4272990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -4272986.000000 Penalty: 5178.273926
	Iteration 53Q: 3 clusters Score -4272986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -4272997.000000 Penalty: 5178.273926
	Iteration 54Q: 3 clusters Score -4272997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -4272990.500000 Penalty: 5178.273926
	Iteration 55Q: 3 clusters Score -4272990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -4272993.500000 Penalty: 5178.273926
	Iteration 56Q: 3 clusters Score -4272994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -4273012.500000 Penalty: 5178.273926
	Iteration 57Q: 3 clusters Score -4273012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -4273008.000000 Penalty: 5178.273926
	Iteration 58Q: 3 clusters Score -4273008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -4273007.500000 Penalty: 5178.273926
	Iteration 59Q: 3 clusters Score -4273008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -4273013.000000 Penalty: 5178.273926
	Iteration 60F: 3 clusters Score -4273013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -4273006.000000 Penalty: 5178.273926
	Iteration 61Q: 3 clusters Score -4273006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -4273010.000000 Penalty: 5178.273926
	Iteration 62Q: 3 clusters Score -4273010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -4273005.000000 Penalty: 5178.273926
	Iteration 63Q: 3 clusters Score -4273005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -4273004.000000 Penalty: 5178.273926
	Iteration 64Q: 3 clusters Score -4273004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -4273004.000000 Penalty: 5178.273926
	Iteration 65Q: 3 clusters Score -4273004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -4273007.000000 Penalty: 5178.273926
	Iteration 66Q: 3 clusters Score -4273007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -4273015.500000 Penalty: 5178.273926
	Iteration 67Q: 3 clusters Score -4273016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -4273017.000000 Penalty: 5178.273926
	Iteration 68Q: 3 clusters Score -4273017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -4273015.500000 Penalty: 5178.273926
	Iteration 69Q: 3 clusters Score -4273016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -4273020.500000 Penalty: 5178.273926
	Iteration 70Q: 3 clusters Score -4273020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -4273026.500000 Penalty: 5178.273926
	Iteration 71Q: 3 clusters Score -4273026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -4273028.000000 Penalty: 5178.273926
	Iteration 72Q: 3 clusters Score -4273028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -4273025.000000 Penalty: 5178.273926
	Iteration 73Q: 3 clusters Score -4273025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -4273024.500000 Penalty: 5178.273926
	Iteration 74Q: 3 clusters Score -4273024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -4273024.000000 Penalty: 5178.273926
	Iteration 75Q: 3 clusters Score -4273024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -4273021.000000 Penalty: 5178.273926
	Iteration 76Q: 3 clusters Score -4273021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -4273020.000000 Penalty: 5178.273926
	Iteration 77Q: 3 clusters Score -4273020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -4273024.500000 Penalty: 5178.273926
	Iteration 78Q: 3 clusters Score -4273024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -4273021.000000 Penalty: 5178.273926
	Iteration 79Q: 3 clusters Score -4273021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -4273024.500000 Penalty: 5178.273926
	Iteration 80F: 3 clusters Score -4273024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -4273030.000000 Penalty: 5178.273926
	Iteration 81Q: 3 clusters Score -4273030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -4273036.500000 Penalty: 5178.273926
	Iteration 82Q: 3 clusters Score -4273036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -4273039.500000 Penalty: 5178.273926
	Iteration 83Q: 3 clusters Score -4273040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -4273041.000000 Penalty: 5178.273926
	Iteration 84Q: 3 clusters Score -4273041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -4273046.000000 Penalty: 5178.273926
	Iteration 85Q: 3 clusters Score -4273046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -4273047.500000 Penalty: 5178.273926
	Iteration 86Q: 3 clusters Score -4273048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -4273053.500000 Penalty: 5178.273926
	Iteration 87Q: 3 clusters Score -4273054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -4273063.500000 Penalty: 5178.273926
	Iteration 88Q: 3 clusters Score -4273064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -4273061.000000 Penalty: 5178.273926
	Iteration 89Q: 3 clusters Score -4273061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -4273072.000000 Penalty: 5178.273926
	Iteration 90Q: 3 clusters Score -4273072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -4273083.500000 Penalty: 5178.273926
	Iteration 91Q: 3 clusters Score -4273084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -4273081.500000 Penalty: 5178.273926
	Iteration 92Q: 3 clusters Score -4273082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -4273084.000000 Penalty: 5178.273926
	Iteration 93Q: 3 clusters Score -4273084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -4273079.500000 Penalty: 5178.273926
	Iteration 94Q: 3 clusters Score -4273080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -4273076.500000 Penalty: 5178.273926
	Iteration 95Q: 3 clusters Score -4273076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -4273063.500000 Penalty: 5178.273926
	Iteration 96Q: 3 clusters Score -4273064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -4273069.000000 Penalty: 5178.273926
	Iteration 97Q: 3 clusters Score -4273069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -4273071.000000 Penalty: 5178.273926
	Iteration 98Q: 3 clusters Score -4273071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -4273077.500000 Penalty: 5178.273926
	Iteration 99Q: 3 clusters Score -4273078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -4273074.000000 Penalty: 5178.273926
	Iteration 100F: 3 clusters Score -4273074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -4273078.500000 Penalty: 5178.273926
	Iteration 101Q: 3 clusters Score -4273078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -4273077.500000 Penalty: 5178.273926
	Iteration 102Q: 3 clusters Score -4273078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -4273073.000000 Penalty: 5178.273926
	Iteration 103Q: 3 clusters Score -4273073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -4273075.500000 Penalty: 5178.273926
	Iteration 104Q: 3 clusters Score -4273076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -4273080.500000 Penalty: 5178.273926
	Iteration 105Q: 3 clusters Score -4273080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -4273080.000000 Penalty: 5178.273926
	Iteration 106Q: 3 clusters Score -4273080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -4273084.500000 Penalty: 5178.273926
	Iteration 107Q: 3 clusters Score -4273084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -4273082.500000 Penalty: 5178.273926
	Iteration 108Q: 3 clusters Score -4273082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -4273087.000000 Penalty: 5178.273926
	Iteration 109Q: 3 clusters Score -4273087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -4273083.000000 Penalty: 5178.273926
	Iteration 110Q: 3 clusters Score -4273083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -4273083.000000 Penalty: 5178.273926
	Iteration 111F: 3 clusters Score -4273083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Entering Unmasked Estep 
Score: -1017028.000000 Penalty: 2218.054443
	Iteration 0F: 2 clusters Score -1017028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1010827.375000 Penalty: 4436.108887
	Iteration 0F: 3 clusters Score -1010827 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1012464.437500 Penalty: 4436.108887
	Iteration 1F: 3 clusters Score -1012464 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1012673.312500 Penalty: 4436.108887
	Iteration 2F: 3 clusters Score -1012673 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1012809.750000 Penalty: 4436.108887
	Iteration 3Q: 3 clusters Score -1012810 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1012916.187500 Penalty: 4436.108887
	Iteration 4Q: 3 clusters Score -1012916 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1013003.875000 Penalty: 4436.108887
	Iteration 5Q: 3 clusters Score -1013004 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1013106.250000 Penalty: 4436.108887
	Iteration 6Q: 3 clusters Score -1013106 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1013222.875000 Penalty: 4436.108887
	Iteration 7Q: 3 clusters Score -1013223 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1013353.125000 Penalty: 4436.108887
	Iteration 8Q: 3 clusters Score -1013353 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1013488.812500 Penalty: 4436.108887
	Iteration 9Q: 3 clusters Score -1013489 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1013650.937500 Penalty: 4436.108887
	Iteration 10Q: 3 clusters Score -1013651 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1013825.875000 Penalty: 4436.108887
	Iteration 11Q: 3 clusters Score -1013826 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1014012.562500 Penalty: 4436.108887
	Iteration 12Q: 3 clusters Score -1014013 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1014219.000000 Penalty: 4436.108887
	Iteration 13Q: 3 clusters Score -1014219 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1014411.312500 Penalty: 4436.108887
	Iteration 14Q: 3 clusters Score -1014411 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1014574.312500 Penalty: 4436.108887
	Iteration 15Q: 3 clusters Score -1014574 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1014701.500000 Penalty: 4436.108887
	Iteration 16Q: 3 clusters Score -1014702 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1014804.312500 Penalty: 4436.108887
	Iteration 17Q: 3 clusters Score -1014804 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1014881.750000 Penalty: 4436.108887
	Iteration 18Q: 3 clusters Score -1014882 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1014943.062500 Penalty: 4436.108887
	Iteration 19Q: 3 clusters Score -1014943 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1014996.250000 Penalty: 4436.108887
	Iteration 20F: 3 clusters Score -1014996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1015037.687500 Penalty: 4436.108887
	Iteration 21Q: 3 clusters Score -1015038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1015056.312500 Penalty: 4436.108887
	Iteration 22Q: 3 clusters Score -1015056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1015072.687500 Penalty: 4436.108887
	Iteration 23Q: 3 clusters Score -1015073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1015088.000000 Penalty: 4436.108887
	Iteration 24Q: 3 clusters Score -1015088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1015096.937500 Penalty: 4436.108887
	Iteration 25Q: 3 clusters Score -1015097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1015101.625000 Penalty: 4436.108887
	Iteration 26Q: 3 clusters Score -1015102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1015103.812500 Penalty: 4436.108887
	Iteration 27Q: 3 clusters Score -1015104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1015107.250000 Penalty: 4436.108887
	Iteration 28Q: 3 clusters Score -1015107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1015112.625000 Penalty: 4436.108887
	Iteration 29Q: 3 clusters Score -1015113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1015114.687500 Penalty: 4436.108887
	Iteration 30Q: 3 clusters Score -1015115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1015121.312500 Penalty: 4436.108887
	Iteration 31Q: 3 clusters Score -1015121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1015126.500000 Penalty: 4436.108887
	Iteration 32Q: 3 clusters Score -1015126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1015127.187500 Penalty: 4436.108887
	Iteration 33Q: 3 clusters Score -1015127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1015127.187500 Penalty: 4436.108887
	Iteration 34F: 3 clusters Score -1015127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (59591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Entering Unmasked Estep 
Score: -7625399.000000 Penalty: 2726.824463
	Iteration 0F: 2 clusters Score -7625399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -7585121.000000 Penalty: 5453.648926
	Iteration 0F: 3 clusters Score -7585121 nChanged 27711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -7600715.500000 Penalty: 5453.648926
	Iteration 1F: 3 clusters Score -7600716 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -7601185.500000 Penalty: 5453.648926
	Iteration 2Q: 3 clusters Score -7601186 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -7601691.500000 Penalty: 5453.648926
	Iteration 3Q: 3 clusters Score -7601692 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -7602244.500000 Penalty: 5453.648926
	Iteration 4Q: 3 clusters Score -7602244 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -7603048.500000 Penalty: 5453.648926
	Iteration 5Q: 3 clusters Score -7603048 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -7604459.000000 Penalty: 5453.648926
	Iteration 6Q: 3 clusters Score -7604459 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -7606920.000000 Penalty: 5453.648926
	Iteration 7F: 3 clusters Score -7606920 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -7610742.500000 Penalty: 5453.648926
	Iteration 8F: 3 clusters Score -7610742 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -7615469.500000 Penalty: 5453.648926
	Iteration 9F: 3 clusters Score -7615470 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -7619518.500000 Penalty: 5453.648926
	Iteration 10F: 3 clusters Score -7619518 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -7621666.500000 Penalty: 5453.648926
	Iteration 11Q: 3 clusters Score -7621666 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -7622487.500000 Penalty: 5453.648926
	Iteration 12Q: 3 clusters Score -7622488 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -7622780.500000 Penalty: 5453.648926
	Iteration 13Q: 3 clusters Score -7622780 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -7622889.000000 Penalty: 5453.648926
	Iteration 14Q: 3 clusters Score -7622889 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -7622952.500000 Penalty: 5453.648926
	Iteration 15Q: 3 clusters Score -7622952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 59282 members 
Entering Unmasked Estep 
Score: -7622971.000000 Penalty: 5453.648926
	Iteration 16Q: 3 clusters Score -7622971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -7622982.500000 Penalty: 5453.648926
	Iteration 17Q: 3 clusters Score -7622982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 59300 members 
Entering Unmasked Estep 
Score: -7623005.000000 Penalty: 5453.648926
	Iteration 18Q: 3 clusters Score -7623005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 59305 members 
Entering Unmasked Estep 
Score: -7623014.000000 Penalty: 5453.648926
	Iteration 19Q: 3 clusters Score -7623014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 59309 members 
Entering Unmasked Estep 
Score: -7623019.500000 Penalty: 5453.648926
	Iteration 20F: 3 clusters Score -7623020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 59313 members 
Entering Unmasked Estep 
Score: -7623017.000000 Penalty: 5453.648926
	Iteration 21Q: 3 clusters Score -7623017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -7623025.500000 Penalty: 5453.648926
	Iteration 22Q: 3 clusters Score -7623026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -7623025.500000 Penalty: 5453.648926
	Iteration 23F: 3 clusters Score -7623026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -296981.656250 Penalty: 1925.229370
	Iteration 0F: 2 clusters Score -296981.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -294138.468750 Penalty: 3850.458740
	Iteration 0F: 3 clusters Score -294138.5 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -294640.312500 Penalty: 3850.458740
	Iteration 1F: 3 clusters Score -294640.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -294770.906250 Penalty: 3850.458740
	Iteration 2F: 3 clusters Score -294770.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -294863.250000 Penalty: 3850.458740
	Iteration 3Q: 3 clusters Score -294863.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -294912.812500 Penalty: 3850.458740
	Iteration 4Q: 3 clusters Score -294912.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -294947.656250 Penalty: 3850.458740
	Iteration 5Q: 3 clusters Score -294947.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -294974.437500 Penalty: 3850.458740
	Iteration 6Q: 3 clusters Score -294974.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -294992.500000 Penalty: 3850.458740
	Iteration 7Q: 3 clusters Score -294992.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -295005.437500 Penalty: 3850.458740
	Iteration 8Q: 3 clusters Score -295005.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -295017.843750 Penalty: 3850.458740
	Iteration 9Q: 3 clusters Score -295017.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -295026.687500 Penalty: 3850.458740
	Iteration 10Q: 3 clusters Score -295026.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -295038.468750 Penalty: 3850.458740
	Iteration 11Q: 3 clusters Score -295038.5 nChanged 15
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: -295047.843750 Penalty: 3850.458740
	Iteration 12Q: 3 clusters Score -295047.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -295054.187500 Penalty: 3850.458740
	Iteration 13Q: 3 clusters Score -295054.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -295061.875000 Penalty: 3850.458740
	Iteration 14Q: 3 clusters Score -295061.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -295067.718750 Penalty: 3850.458740
	Iteration 15Q: 3 clusters Score -295067.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -295074.906250 Penalty: 3850.458740
	Iteration 16Q: 3 clusters Score -295074.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -295078.375000 Penalty: 3850.458740
	Iteration 17Q: 3 clusters Score -295078.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -295083.312500 Penalty: 3850.458740
	Iteration 18Q: 3 clusters Score -295083.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -295087.718750 Penalty: 3850.458740
	Iteration 19Q: 3 clusters Score -295087.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -295092.281250 Penalty: 3850.458740
	Iteration 20F: 3 clusters Score -295092.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -295095.968750 Penalty: 3850.458740
	Iteration 21Q: 3 clusters Score -295096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -295102.187500 Penalty: 3850.458740
	Iteration 22Q: 3 clusters Score -295102.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -295105.656250 Penalty: 3850.458740
	Iteration 23Q: 3 clusters Score -295105.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -295112.031250 Penalty: 3850.458740
	Iteration 24Q: 3 clusters Score -295112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -295117.781250 Penalty: 3850.458740
	Iteration 25Q: 3 clusters Score -295117.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -295121.093750 Penalty: 3850.458740
	Iteration 26Q: 3 clusters Score -295121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -295121.937500 Penalty: 3850.458740
	Iteration 27Q: 3 clusters Score -295121.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -295125.250000 Penalty: 3850.458740
	Iteration 28Q: 3 clusters Score -295125.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -295127.312500 Penalty: 3850.458740
	Iteration 29Q: 3 clusters Score -295127.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -295131.343750 Penalty: 3850.458740
	Iteration 30Q: 3 clusters Score -295131.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -295133.031250 Penalty: 3850.458740
	Iteration 31Q: 3 clusters Score -295133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -295133.468750 Penalty: 3850.458740
	Iteration 32Q: 3 clusters Score -295133.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -295133.468750 Penalty: 3850.458740
	Iteration 33F: 3 clusters Score -295133.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Entering Unmasked Estep 
Score: -1549543.250000 Penalty: 2339.067139
	Iteration 0F: 2 clusters Score -1549543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1540333.625000 Penalty: 4678.134277
	Iteration 0F: 3 clusters Score -1540334 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1543127.500000 Penalty: 4678.134277
	Iteration 1F: 3 clusters Score -1543128 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1543440.125000 Penalty: 4678.134277
	Iteration 2F: 3 clusters Score -1543440 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1543633.500000 Penalty: 4678.134277
	Iteration 3Q: 3 clusters Score -1543634 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1543805.250000 Penalty: 4678.134277
	Iteration 4Q: 3 clusters Score -1543805 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1543978.250000 Penalty: 4678.134277
	Iteration 5Q: 3 clusters Score -1543978 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1544168.125000 Penalty: 4678.134277
	Iteration 6Q: 3 clusters Score -1544168 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1544396.125000 Penalty: 4678.134277
	Iteration 7Q: 3 clusters Score -1544396 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1544663.750000 Penalty: 4678.134277
	Iteration 8Q: 3 clusters Score -1544664 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1544961.875000 Penalty: 4678.134277
	Iteration 9Q: 3 clusters Score -1544962 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1545336.000000 Penalty: 4678.134277
	Iteration 10Q: 3 clusters Score -1545336 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1545733.500000 Penalty: 4678.134277
	Iteration 11Q: 3 clusters Score -1545734 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1546110.250000 Penalty: 4678.134277
	Iteration 12Q: 3 clusters Score -1546110 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1546485.375000 Penalty: 4678.134277
	Iteration 13Q: 3 clusters Score -1546485 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1546758.375000 Penalty: 4678.134277
	Iteration 14Q: 3 clusters Score -1546758 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1546948.625000 Penalty: 4678.134277
	Iteration 15Q: 3 clusters Score -1546949 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1547087.500000 Penalty: 4678.134277
	Iteration 16Q: 3 clusters Score -1547088 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1547197.250000 Penalty: 4678.134277
	Iteration 17Q: 3 clusters Score -1547197 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1547265.250000 Penalty: 4678.134277
	Iteration 18Q: 3 clusters Score -1547265 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1547328.250000 Penalty: 4678.134277
	Iteration 19Q: 3 clusters Score -1547328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1547364.250000 Penalty: 4678.134277
	Iteration 20F: 3 clusters Score -1547364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1547396.750000 Penalty: 4678.134277
	Iteration 21Q: 3 clusters Score -1547397 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1547417.875000 Penalty: 4678.134277
	Iteration 22Q: 3 clusters Score -1547418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1547431.500000 Penalty: 4678.134277
	Iteration 23Q: 3 clusters Score -1547432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1547441.250000 Penalty: 4678.134277
	Iteration 24Q: 3 clusters Score -1547441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1547463.750000 Penalty: 4678.134277
	Iteration 25Q: 3 clusters Score -1547464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1547480.250000 Penalty: 4678.134277
	Iteration 26Q: 3 clusters Score -1547480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1547492.875000 Penalty: 4678.134277
	Iteration 27Q: 3 clusters Score -1547493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1547499.750000 Penalty: 4678.134277
	Iteration 28Q: 3 clusters Score -1547500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1547504.500000 Penalty: 4678.134277
	Iteration 29Q: 3 clusters Score -1547504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1547509.250000 Penalty: 4678.134277
	Iteration 30Q: 3 clusters Score -1547509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1547512.250000 Penalty: 4678.134277
	Iteration 31Q: 3 clusters Score -1547512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1547513.875000 Penalty: 4678.134277
	Iteration 32Q: 3 clusters Score -1547514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1547516.125000 Penalty: 4678.134277
	Iteration 33Q: 3 clusters Score -1547516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1547516.125000 Penalty: 4678.134277
	Iteration 34F: 3 clusters Score -1547516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Entering Unmasked Estep 
Score: -5434415.500000 Penalty: 2638.507568
	Iteration 0F: 2 clusters Score -5434416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -5406118.500000 Penalty: 5277.015137
	Iteration 0F: 3 clusters Score -5406118 nChanged 19116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -5417121.000000 Penalty: 5277.015137
	Iteration 1F: 3 clusters Score -5417121 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -5418230.500000 Penalty: 5277.015137
	Iteration 2F: 3 clusters Score -5418230 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -5419386.500000 Penalty: 5277.015137
	Iteration 3F: 3 clusters Score -5419386 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -5420741.500000 Penalty: 5277.015137
	Iteration 4F: 3 clusters Score -5420742 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -5422130.000000 Penalty: 5277.015137
	Iteration 5F: 3 clusters Score -5422130 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -5423565.000000 Penalty: 5277.015137
	Iteration 6F: 3 clusters Score -5423565 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -5424864.500000 Penalty: 5277.015137
	Iteration 7F: 3 clusters Score -5424864 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -5425906.000000 Penalty: 5277.015137
	Iteration 8Q: 3 clusters Score -5425906 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -5426840.500000 Penalty: 5277.015137
	Iteration 9Q: 3 clusters Score -5426840 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -5427701.000000 Penalty: 5277.015137
	Iteration 10Q: 3 clusters Score -5427701 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -5428450.500000 Penalty: 5277.015137
	Iteration 11Q: 3 clusters Score -5428450 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -5429081.000000 Penalty: 5277.015137
	Iteration 12Q: 3 clusters Score -5429081 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -5429717.500000 Penalty: 5277.015137
	Iteration 13Q: 3 clusters Score -5429718 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -5430262.000000 Penalty: 5277.015137
	Iteration 14Q: 3 clusters Score -5430262 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -5430748.000000 Penalty: 5277.015137
	Iteration 15Q: 3 clusters Score -5430748 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -5431081.000000 Penalty: 5277.015137
	Iteration 16Q: 3 clusters Score -5431081 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -5431347.000000 Penalty: 5277.015137
	Iteration 17Q: 3 clusters Score -5431347 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -5431528.500000 Penalty: 5277.015137
	Iteration 18Q: 3 clusters Score -5431528 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -5431690.000000 Penalty: 5277.015137
	Iteration 19Q: 3 clusters Score -5431690 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -5431805.000000 Penalty: 5277.015137
	Iteration 20F: 3 clusters Score -5431805 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -5431895.500000 Penalty: 5277.015137
	Iteration 21Q: 3 clusters Score -5431896 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -5431969.000000 Penalty: 5277.015137
	Iteration 22Q: 3 clusters Score -5431969 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -5432021.500000 Penalty: 5277.015137
	Iteration 23Q: 3 clusters Score -5432022 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -5432065.500000 Penalty: 5277.015137
	Iteration 24Q: 3 clusters Score -5432066 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -5432093.500000 Penalty: 5277.015137
	Iteration 25Q: 3 clusters Score -5432094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -5432103.500000 Penalty: 5277.015137
	Iteration 26Q: 3 clusters Score -5432104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -5432135.000000 Penalty: 5277.015137
	Iteration 27Q: 3 clusters Score -5432135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -5432143.500000 Penalty: 5277.015137
	Iteration 28Q: 3 clusters Score -5432144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -5432163.500000 Penalty: 5277.015137
	Iteration 29Q: 3 clusters Score -5432164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -5432175.500000 Penalty: 5277.015137
	Iteration 30Q: 3 clusters Score -5432176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -5432181.000000 Penalty: 5277.015137
	Iteration 31Q: 3 clusters Score -5432181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -5432186.500000 Penalty: 5277.015137
	Iteration 32Q: 3 clusters Score -5432186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -5432185.500000 Penalty: 5277.015137
	Iteration 33Q: 3 clusters Score -5432186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -5432189.500000 Penalty: 5277.015137
	Iteration 34Q: 3 clusters Score -5432190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -5432202.000000 Penalty: 5277.015137
	Iteration 35Q: 3 clusters Score -5432202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -5432203.000000 Penalty: 5277.015137
	Iteration 36Q: 3 clusters Score -5432203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -5432204.500000 Penalty: 5277.015137
	Iteration 37Q: 3 clusters Score -5432204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -5432206.500000 Penalty: 5277.015137
	Iteration 38Q: 3 clusters Score -5432206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -5432212.500000 Penalty: 5277.015137
	Iteration 39Q: 3 clusters Score -5432212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -5432219.000000 Penalty: 5277.015137
	Iteration 40F: 3 clusters Score -5432219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -5432235.000000 Penalty: 5277.015137
	Iteration 41Q: 3 clusters Score -5432235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -5432236.500000 Penalty: 5277.015137
	Iteration 42Q: 3 clusters Score -5432236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -5432240.000000 Penalty: 5277.015137
	Iteration 43Q: 3 clusters Score -5432240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -5432243.500000 Penalty: 5277.015137
	Iteration 44Q: 3 clusters Score -5432244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -5432243.500000 Penalty: 5277.015137
	Iteration 45Q: 3 clusters Score -5432244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -5432244.500000 Penalty: 5277.015137
	Iteration 46Q: 3 clusters Score -5432244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -5432246.000000 Penalty: 5277.015137
	Iteration 47Q: 3 clusters Score -5432246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -5432245.500000 Penalty: 5277.015137
	Iteration 48Q: 3 clusters Score -5432246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -5432250.500000 Penalty: 5277.015137
	Iteration 49Q: 3 clusters Score -5432250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -5432251.000000 Penalty: 5277.015137
	Iteration 50Q: 3 clusters Score -5432251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -5432253.500000 Penalty: 5277.015137
	Iteration 51Q: 3 clusters Score -5432254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -5432250.000000 Penalty: 5277.015137
	Iteration 52Q: 3 clusters Score -5432250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -5432249.500000 Penalty: 5277.015137
	Iteration 53Q: 3 clusters Score -5432250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -5432249.500000 Penalty: 5277.015137
	Iteration 54F: 3 clusters Score -5432250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -47296.886719 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -47296.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45977.808594 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -45977.81 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46173.000000 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -46173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46219.000000 Penalty: 3030.186768
	Iteration 2Q: 3 clusters Score -46219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46259.261719 Penalty: 3030.186768
	Iteration 3Q: 3 clusters Score -46259.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -46295.531250 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -46295.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46340.703125 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -46340.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46431.984375 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -46431.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -46529.210938 Penalty: 3030.186768
	Iteration 7Q: 3 clusters Score -46529.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -46575.902344 Penalty: 3030.186768
	Iteration 8Q: 3 clusters Score -46575.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -46613.445312 Penalty: 3030.186768
	Iteration 9Q: 3 clusters Score -46613.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -46639.242188 Penalty: 3030.186768
	Iteration 10Q: 3 clusters Score -46639.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -46690.757812 Penalty: 3030.186768
	Iteration 11Q: 3 clusters Score -46690.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -46744.363281 Penalty: 3030.186768
	Iteration 12Q: 3 clusters Score -46744.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -46841.890625 Penalty: 3030.186768
	Iteration 13Q: 3 clusters Score -46841.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -46893.628906 Penalty: 3030.186768
	Iteration 14Q: 3 clusters Score -46893.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -46959.535156 Penalty: 3030.186768
	Iteration 15Q: 3 clusters Score -46959.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -47011.066406 Penalty: 3030.186768
	Iteration 16Q: 3 clusters Score -47011.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47114.175781 Penalty: 3030.186768
	Iteration 17Q: 3 clusters Score -47114.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -47172.718750 Penalty: 3030.186768
	Iteration 18Q: 3 clusters Score -47172.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47211.308594 Penalty: 3030.186768
	Iteration 19Q: 3 clusters Score -47211.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47260.031250 Penalty: 3030.186768
	Iteration 20F: 3 clusters Score -47260.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47321.859375 Penalty: 3030.186768
	Iteration 21Q: 3 clusters Score -47321.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47323.343750 Penalty: 3030.186768
	Iteration 22Q: 3 clusters Score -47323.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47323.343750 Penalty: 3030.186768
	Iteration 23F: 3 clusters Score -47323.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 35945 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218876 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13695 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59591 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 41737 members 
Mstep: Class 21 contains 288 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15784 members 
Mstep: Class 24 contains 192936 members 
Mstep: Class 25 contains 162 members 
Entering Unmasked Estep 
Score: -90820792.000000 Penalty: 83590.781250
Splitting cluster 21 changes total score from -90822608.000000 to -90820792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -285574.343750 Penalty: 1914.894531
	Iteration 0F: 2 clusters Score -285574.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -282813.875000 Penalty: 3829.789062
	Iteration 0F: 3 clusters Score -282813.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -283298.187500 Penalty: 3829.789062
	Iteration 1F: 3 clusters Score -283298.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -283431.031250 Penalty: 3829.789062
	Iteration 2F: 3 clusters Score -283431 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -283514.468750 Penalty: 3829.789062
	Iteration 3Q: 3 clusters Score -283514.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -283560.468750 Penalty: 3829.789062
	Iteration 4Q: 3 clusters Score -283560.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -283586.031250 Penalty: 3829.789062
	Iteration 5Q: 3 clusters Score -283586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -283606.843750 Penalty: 3829.789062
	Iteration 6Q: 3 clusters Score -283606.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -283626.218750 Penalty: 3829.789062
	Iteration 7Q: 3 clusters Score -283626.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -283640.781250 Penalty: 3829.789062
	Iteration 8Q: 3 clusters Score -283640.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -283651.437500 Penalty: 3829.789062
	Iteration 9Q: 3 clusters Score -283651.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -283658.156250 Penalty: 3829.789062
	Iteration 10Q: 3 clusters Score -283658.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -283661.406250 Penalty: 3829.789062
	Iteration 11Q: 3 clusters Score -283661.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -283664.343750 Penalty: 3829.789062
	Iteration 12Q: 3 clusters Score -283664.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -283666.843750 Penalty: 3829.789062
	Iteration 13Q: 3 clusters Score -283666.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -283670.000000 Penalty: 3829.789062
	Iteration 14Q: 3 clusters Score -283670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -283675.062500 Penalty: 3829.789062
	Iteration 15Q: 3 clusters Score -283675.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -283676.500000 Penalty: 3829.789062
	Iteration 16Q: 3 clusters Score -283676.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -283679.000000 Penalty: 3829.789062
	Iteration 17Q: 3 clusters Score -283679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -283680.218750 Penalty: 3829.789062
	Iteration 18Q: 3 clusters Score -283680.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -283681.437500 Penalty: 3829.789062
	Iteration 19Q: 3 clusters Score -283681.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -283681.812500 Penalty: 3829.789062
	Iteration 20F: 3 clusters Score -283681.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -283682.625000 Penalty: 3829.789062
	Iteration 21Q: 3 clusters Score -283682.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -283683.093750 Penalty: 3829.789062
	Iteration 22Q: 3 clusters Score -283683.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -283683.500000 Penalty: 3829.789062
	Iteration 23Q: 3 clusters Score -283683.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -283684.250000 Penalty: 3829.789062
	Iteration 24Q: 3 clusters Score -283684.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -283684.250000 Penalty: 3829.789062
	Iteration 25F: 3 clusters Score -283684.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Entering Unmasked Estep 
Score: -2092896.750000 Penalty: 2397.354492
	Iteration 0F: 2 clusters Score -2092897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2081565.500000 Penalty: 4794.708984
	Iteration 0F: 3 clusters Score -2081566 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2085111.250000 Penalty: 4794.708984
	Iteration 1F: 3 clusters Score -2085111 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2085424.375000 Penalty: 4794.708984
	Iteration 2F: 3 clusters Score -2085424 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2085623.875000 Penalty: 4794.708984
	Iteration 3Q: 3 clusters Score -2085624 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2085798.625000 Penalty: 4794.708984
	Iteration 4Q: 3 clusters Score -2085799 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2085978.000000 Penalty: 4794.708984
	Iteration 5Q: 3 clusters Score -2085978 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2086188.625000 Penalty: 4794.708984
	Iteration 6Q: 3 clusters Score -2086189 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2086472.125000 Penalty: 4794.708984
	Iteration 7Q: 3 clusters Score -2086472 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2086887.875000 Penalty: 4794.708984
	Iteration 8Q: 3 clusters Score -2086888 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2087476.125000 Penalty: 4794.708984
	Iteration 9F: 3 clusters Score -2087476 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2088277.250000 Penalty: 4794.708984
	Iteration 10F: 3 clusters Score -2088277 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2089118.125000 Penalty: 4794.708984
	Iteration 11F: 3 clusters Score -2089118 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2089852.125000 Penalty: 4794.708984
	Iteration 12F: 3 clusters Score -2089852 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2090316.500000 Penalty: 4794.708984
	Iteration 13Q: 3 clusters Score -2090316 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2090559.750000 Penalty: 4794.708984
	Iteration 14Q: 3 clusters Score -2090560 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2090727.250000 Penalty: 4794.708984
	Iteration 15Q: 3 clusters Score -2090727 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2090815.375000 Penalty: 4794.708984
	Iteration 16Q: 3 clusters Score -2090815 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2090874.375000 Penalty: 4794.708984
	Iteration 17Q: 3 clusters Score -2090874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2090922.875000 Penalty: 4794.708984
	Iteration 18Q: 3 clusters Score -2090923 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2090952.375000 Penalty: 4794.708984
	Iteration 19Q: 3 clusters Score -2090952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2090975.125000 Penalty: 4794.708984
	Iteration 20F: 3 clusters Score -2090975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2090995.875000 Penalty: 4794.708984
	Iteration 21Q: 3 clusters Score -2090996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2091005.125000 Penalty: 4794.708984
	Iteration 22Q: 3 clusters Score -2091005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2091010.375000 Penalty: 4794.708984
	Iteration 23Q: 3 clusters Score -2091010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2091017.500000 Penalty: 4794.708984
	Iteration 24Q: 3 clusters Score -2091018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2091021.875000 Penalty: 4794.708984
	Iteration 25Q: 3 clusters Score -2091022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2091022.250000 Penalty: 4794.708984
	Iteration 26Q: 3 clusters Score -2091022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2091022.250000 Penalty: 4794.708984
	Iteration 27F: 3 clusters Score -2091022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (192936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192936 members 
Entering Unmasked Estep 
Score: -25075132.000000 Penalty: 3018.188232
	Iteration 0F: 2 clusters Score -2.507513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96598 members 
Mstep: Class 2 contains 96338 members 
Entering Unmasked Estep 
Score: -24950314.000000 Penalty: 6036.376465
	Iteration 0F: 3 clusters Score -2.495031e+07 nChanged 92942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99194 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -25004306.000000 Penalty: 6036.376465
	Iteration 1F: 3 clusters Score -2.500431e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101189 members 
Mstep: Class 2 contains 91747 members 
Entering Unmasked Estep 
Score: -25005600.000000 Penalty: 6036.376465
	Iteration 2Q: 3 clusters Score -2.50056e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104292 members 
Mstep: Class 2 contains 88644 members 
Entering Unmasked Estep 
Score: -25007788.000000 Penalty: 6036.376465
	Iteration 3Q: 3 clusters Score -2.500779e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109114 members 
Mstep: Class 2 contains 83822 members 
Entering Unmasked Estep 
Score: -25010594.000000 Penalty: 6036.376465
	Iteration 4Q: 3 clusters Score -2.501059e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116165 members 
Mstep: Class 2 contains 76771 members 
Entering Unmasked Estep 
Score: -25015614.000000 Penalty: 6036.376465
	Iteration 5F: 3 clusters Score -2.501561e+07 nChanged 12589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125690 members 
Mstep: Class 2 contains 67246 members 
Entering Unmasked Estep 
Score: -25023696.000000 Penalty: 6036.376465
	Iteration 6F: 3 clusters Score -2.50237e+07 nChanged 14183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137143 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -25034728.000000 Penalty: 6036.376465
	Iteration 7F: 3 clusters Score -2.503473e+07 nChanged 14216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148935 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -25047418.000000 Penalty: 6036.376465
	Iteration 8F: 3 clusters Score -2.504742e+07 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158187 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -25057028.000000 Penalty: 6036.376465
	Iteration 9F: 3 clusters Score -2.505703e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164129 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -25062836.000000 Penalty: 6036.376465
	Iteration 10Q: 3 clusters Score -2.506284e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167767 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -25065850.000000 Penalty: 6036.376465
	Iteration 11Q: 3 clusters Score -2.506585e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170288 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -25067714.000000 Penalty: 6036.376465
	Iteration 12Q: 3 clusters Score -2.506771e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172384 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -25068760.000000 Penalty: 6036.376465
	Iteration 13Q: 3 clusters Score -2.506876e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174108 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -25069674.000000 Penalty: 6036.376465
	Iteration 14Q: 3 clusters Score -2.506967e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175539 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -25070458.000000 Penalty: 6036.376465
	Iteration 15Q: 3 clusters Score -2.507046e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176786 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -25071090.000000 Penalty: 6036.376465
	Iteration 16Q: 3 clusters Score -2.507109e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177835 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -25071688.000000 Penalty: 6036.376465
	Iteration 17Q: 3 clusters Score -2.507169e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178758 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -25072014.000000 Penalty: 6036.376465
	Iteration 18Q: 3 clusters Score -2.507201e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179568 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -25072278.000000 Penalty: 6036.376465
	Iteration 19Q: 3 clusters Score -2.507228e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180295 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -25072546.000000 Penalty: 6036.376465
	Iteration 20F: 3 clusters Score -2.507255e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180931 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -25072666.000000 Penalty: 6036.376465
	Iteration 21Q: 3 clusters Score -2.507267e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181457 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -25072718.000000 Penalty: 6036.376465
	Iteration 22Q: 3 clusters Score -2.507272e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181916 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -25072846.000000 Penalty: 6036.376465
	Iteration 23Q: 3 clusters Score -2.507285e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182330 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -25072908.000000 Penalty: 6036.376465
	Iteration 24Q: 3 clusters Score -2.507291e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182711 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -25072994.000000 Penalty: 6036.376465
	Iteration 25Q: 3 clusters Score -2.507299e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183075 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -25072980.000000 Penalty: 6036.376465
	Iteration 26Q: 3 clusters Score -2.507298e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183402 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -25072996.000000 Penalty: 6036.376465
	Iteration 27Q: 3 clusters Score -2.5073e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183715 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -25073014.000000 Penalty: 6036.376465
	Iteration 28Q: 3 clusters Score -2.507301e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183991 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -25073036.000000 Penalty: 6036.376465
	Iteration 29Q: 3 clusters Score -2.507304e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184279 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -25073038.000000 Penalty: 6036.376465
	Iteration 30Q: 3 clusters Score -2.507304e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184558 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -25073078.000000 Penalty: 6036.376465
	Iteration 31Q: 3 clusters Score -2.507308e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184826 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -25073140.000000 Penalty: 6036.376465
	Iteration 32Q: 3 clusters Score -2.507314e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185119 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -25073212.000000 Penalty: 6036.376465
	Iteration 33Q: 3 clusters Score -2.507321e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185380 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -25073228.000000 Penalty: 6036.376465
	Iteration 34Q: 3 clusters Score -2.507323e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185643 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -25073232.000000 Penalty: 6036.376465
	Iteration 35Q: 3 clusters Score -2.507323e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185890 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -25073254.000000 Penalty: 6036.376465
	Iteration 36Q: 3 clusters Score -2.507325e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186123 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -25073250.000000 Penalty: 6036.376465
	Iteration 37Q: 3 clusters Score -2.507325e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186317 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -25073322.000000 Penalty: 6036.376465
	Iteration 38Q: 3 clusters Score -2.507332e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186487 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -25073306.000000 Penalty: 6036.376465
	Iteration 39Q: 3 clusters Score -2.507331e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186639 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -25073254.000000 Penalty: 6036.376465
	Iteration 40F: 3 clusters Score -2.507325e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186779 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -25073200.000000 Penalty: 6036.376465
	Iteration 41Q: 3 clusters Score -2.50732e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186900 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -25073220.000000 Penalty: 6036.376465
	Iteration 42Q: 3 clusters Score -2.507322e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187018 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -25073216.000000 Penalty: 6036.376465
	Iteration 43Q: 3 clusters Score -2.507322e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187103 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -25073260.000000 Penalty: 6036.376465
	Iteration 44Q: 3 clusters Score -2.507326e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187206 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -25073290.000000 Penalty: 6036.376465
	Iteration 45Q: 3 clusters Score -2.507329e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187300 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -25073282.000000 Penalty: 6036.376465
	Iteration 46Q: 3 clusters Score -2.507328e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187389 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -25073306.000000 Penalty: 6036.376465
	Iteration 47Q: 3 clusters Score -2.507331e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187464 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -25073356.000000 Penalty: 6036.376465
	Iteration 48Q: 3 clusters Score -2.507336e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187537 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -25073364.000000 Penalty: 6036.376465
	Iteration 49Q: 3 clusters Score -2.507336e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187605 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -25073350.000000 Penalty: 6036.376465
	Iteration 50Q: 3 clusters Score -2.507335e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187689 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -25073370.000000 Penalty: 6036.376465
	Iteration 51Q: 3 clusters Score -2.507337e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187770 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -25073358.000000 Penalty: 6036.376465
	Iteration 52Q: 3 clusters Score -2.507336e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187843 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -25073342.000000 Penalty: 6036.376465
	Iteration 53Q: 3 clusters Score -2.507334e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187911 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -25073338.000000 Penalty: 6036.376465
	Iteration 54Q: 3 clusters Score -2.507334e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187966 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -25073354.000000 Penalty: 6036.376465
	Iteration 55Q: 3 clusters Score -2.507335e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188042 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -25073358.000000 Penalty: 6036.376465
	Iteration 56Q: 3 clusters Score -2.507336e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188112 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -25073338.000000 Penalty: 6036.376465
	Iteration 57Q: 3 clusters Score -2.507334e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188184 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -25073336.000000 Penalty: 6036.376465
	Iteration 58Q: 3 clusters Score -2.507334e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188239 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -25073310.000000 Penalty: 6036.376465
	Iteration 59Q: 3 clusters Score -2.507331e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188293 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -25073300.000000 Penalty: 6036.376465
	Iteration 60F: 3 clusters Score -2.50733e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188346 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -25073272.000000 Penalty: 6036.376465
	Iteration 61Q: 3 clusters Score -2.507327e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188399 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -25073308.000000 Penalty: 6036.376465
	Iteration 62Q: 3 clusters Score -2.507331e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188449 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -25073310.000000 Penalty: 6036.376465
	Iteration 63Q: 3 clusters Score -2.507331e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188495 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -25073340.000000 Penalty: 6036.376465
	Iteration 64Q: 3 clusters Score -2.507334e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188538 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -25073356.000000 Penalty: 6036.376465
	Iteration 65Q: 3 clusters Score -2.507336e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188583 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -25073350.000000 Penalty: 6036.376465
	Iteration 66Q: 3 clusters Score -2.507335e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188626 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -25073356.000000 Penalty: 6036.376465
	Iteration 67Q: 3 clusters Score -2.507336e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188669 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -25073370.000000 Penalty: 6036.376465
	Iteration 68Q: 3 clusters Score -2.507337e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188715 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -25073384.000000 Penalty: 6036.376465
	Iteration 69Q: 3 clusters Score -2.507338e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188761 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -25073368.000000 Penalty: 6036.376465
	Iteration 70Q: 3 clusters Score -2.507337e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188804 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -25073368.000000 Penalty: 6036.376465
	Iteration 71Q: 3 clusters Score -2.507337e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188844 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -25073404.000000 Penalty: 6036.376465
	Iteration 72Q: 3 clusters Score -2.50734e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188886 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -25073378.000000 Penalty: 6036.376465
	Iteration 73Q: 3 clusters Score -2.507338e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188922 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -25073384.000000 Penalty: 6036.376465
	Iteration 74Q: 3 clusters Score -2.507338e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188954 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -25073378.000000 Penalty: 6036.376465
	Iteration 75Q: 3 clusters Score -2.507338e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188982 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -25073388.000000 Penalty: 6036.376465
	Iteration 76Q: 3 clusters Score -2.507339e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189002 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -25073358.000000 Penalty: 6036.376465
	Iteration 77Q: 3 clusters Score -2.507336e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189020 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -25073378.000000 Penalty: 6036.376465
	Iteration 78Q: 3 clusters Score -2.507338e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189042 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -25073358.000000 Penalty: 6036.376465
	Iteration 79Q: 3 clusters Score -2.507336e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189064 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -25073332.000000 Penalty: 6036.376465
	Iteration 80F: 3 clusters Score -2.507333e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189088 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -25073334.000000 Penalty: 6036.376465
	Iteration 81Q: 3 clusters Score -2.507333e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189102 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.507333e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189119 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -25073302.000000 Penalty: 6036.376465
	Iteration 83Q: 3 clusters Score -2.50733e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189133 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -25073324.000000 Penalty: 6036.376465
	Iteration 84Q: 3 clusters Score -2.507332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189146 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -25073326.000000 Penalty: 6036.376465
	Iteration 85Q: 3 clusters Score -2.507333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189159 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -25073332.000000 Penalty: 6036.376465
	Iteration 86Q: 3 clusters Score -2.507333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189169 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -25073316.000000 Penalty: 6036.376465
	Iteration 87Q: 3 clusters Score -2.507332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189181 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -25073328.000000 Penalty: 6036.376465
	Iteration 88Q: 3 clusters Score -2.507333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189192 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -25073330.000000 Penalty: 6036.376465
	Iteration 89Q: 3 clusters Score -2.507333e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189205 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -25073340.000000 Penalty: 6036.376465
	Iteration 90Q: 3 clusters Score -2.507334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189214 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -25073332.000000 Penalty: 6036.376465
	Iteration 91Q: 3 clusters Score -2.507333e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189226 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -25073356.000000 Penalty: 6036.376465
	Iteration 92Q: 3 clusters Score -2.507336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189240 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -25073344.000000 Penalty: 6036.376465
	Iteration 93Q: 3 clusters Score -2.507334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189255 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -25073346.000000 Penalty: 6036.376465
	Iteration 94Q: 3 clusters Score -2.507335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189271 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -25073352.000000 Penalty: 6036.376465
	Iteration 95Q: 3 clusters Score -2.507335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189286 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -25073362.000000 Penalty: 6036.376465
	Iteration 96Q: 3 clusters Score -2.507336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189299 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -25073368.000000 Penalty: 6036.376465
	Iteration 97Q: 3 clusters Score -2.507337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189305 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.507334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189311 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -25073350.000000 Penalty: 6036.376465
	Iteration 99Q: 3 clusters Score -2.507335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189317 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -25073354.000000 Penalty: 6036.376465
	Iteration 100F: 3 clusters Score -2.507335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189321 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -25073366.000000 Penalty: 6036.376465
	Iteration 101Q: 3 clusters Score -2.507337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189332 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -25073372.000000 Penalty: 6036.376465
	Iteration 102Q: 3 clusters Score -2.507337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189342 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -25073374.000000 Penalty: 6036.376465
	Iteration 103Q: 3 clusters Score -2.507337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189357 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.507337e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189375 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -25073358.000000 Penalty: 6036.376465
	Iteration 105Q: 3 clusters Score -2.507336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189387 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -25073334.000000 Penalty: 6036.376465
	Iteration 106Q: 3 clusters Score -2.507333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189395 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -25073360.000000 Penalty: 6036.376465
	Iteration 107Q: 3 clusters Score -2.507336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189402 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -25073348.000000 Penalty: 6036.376465
	Iteration 108Q: 3 clusters Score -2.507335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189407 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.507335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189411 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -25073352.000000 Penalty: 6036.376465
	Iteration 110Q: 3 clusters Score -2.507335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189414 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -25073362.000000 Penalty: 6036.376465
	Iteration 111Q: 3 clusters Score -2.507336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189417 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.507336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189420 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -25073364.000000 Penalty: 6036.376465
	Iteration 113Q: 3 clusters Score -2.507336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189423 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.507336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189424 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.507337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189426 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.507337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189430 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -25073376.000000 Penalty: 6036.376465
	Iteration 117Q: 3 clusters Score -2.507338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189433 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -25073386.000000 Penalty: 6036.376465
	Iteration 118Q: 3 clusters Score -2.507339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189438 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.507337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189450 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -25073368.000000 Penalty: 6036.376465
	Iteration 120F: 3 clusters Score -2.507337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189460 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.507335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189466 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.507336e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189481 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -25073348.000000 Penalty: 6036.376465
	Iteration 123Q: 3 clusters Score -2.507335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189497 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -25073338.000000 Penalty: 6036.376465
	Iteration 124Q: 3 clusters Score -2.507334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189507 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -25073334.000000 Penalty: 6036.376465
	Iteration 125Q: 3 clusters Score -2.507333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189516 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -25073336.000000 Penalty: 6036.376465
	Iteration 126Q: 3 clusters Score -2.507334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189525 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -25073312.000000 Penalty: 6036.376465
	Iteration 127Q: 3 clusters Score -2.507331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189540 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.507333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189556 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.507337e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189572 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -25073390.000000 Penalty: 6036.376465
	Iteration 130Q: 3 clusters Score -2.507339e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189589 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -25073384.000000 Penalty: 6036.376465
	Iteration 131Q: 3 clusters Score -2.507338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189603 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -25073362.000000 Penalty: 6036.376465
	Iteration 132Q: 3 clusters Score -2.507336e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189617 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -25073366.000000 Penalty: 6036.376465
	Iteration 133Q: 3 clusters Score -2.507337e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189631 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -25073356.000000 Penalty: 6036.376465
	Iteration 134Q: 3 clusters Score -2.507336e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189647 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -25073352.000000 Penalty: 6036.376465
	Iteration 135Q: 3 clusters Score -2.507335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189656 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -25073346.000000 Penalty: 6036.376465
	Iteration 136Q: 3 clusters Score -2.507335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189662 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -25073348.000000 Penalty: 6036.376465
	Iteration 137Q: 3 clusters Score -2.507335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189667 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -25073350.000000 Penalty: 6036.376465
	Iteration 138Q: 3 clusters Score -2.507335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189673 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -25073340.000000 Penalty: 6036.376465
	Iteration 139Q: 3 clusters Score -2.507334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189682 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -25073352.000000 Penalty: 6036.376465
	Iteration 140F: 3 clusters Score -2.507335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189697 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.507336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189714 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -25073378.000000 Penalty: 6036.376465
	Iteration 142Q: 3 clusters Score -2.507338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189729 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -25073400.000000 Penalty: 6036.376465
	Iteration 143Q: 3 clusters Score -2.50734e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189748 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -25073408.000000 Penalty: 6036.376465
	Iteration 144Q: 3 clusters Score -2.507341e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189769 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -25073398.000000 Penalty: 6036.376465
	Iteration 145Q: 3 clusters Score -2.50734e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189798 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -25073392.000000 Penalty: 6036.376465
	Iteration 146Q: 3 clusters Score -2.507339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189813 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.50734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189824 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -25073406.000000 Penalty: 6036.376465
	Iteration 148Q: 3 clusters Score -2.507341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189832 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -25073410.000000 Penalty: 6036.376465
	Iteration 149Q: 3 clusters Score -2.507341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189842 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -25073400.000000 Penalty: 6036.376465
	Iteration 150Q: 3 clusters Score -2.50734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189847 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -25073402.000000 Penalty: 6036.376465
	Iteration 151Q: 3 clusters Score -2.50734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189856 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -25073414.000000 Penalty: 6036.376465
	Iteration 152Q: 3 clusters Score -2.507341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189856 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2.50734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189858 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -25073390.000000 Penalty: 6036.376465
	Iteration 154Q: 3 clusters Score -2.507339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189863 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -25073388.000000 Penalty: 6036.376465
	Iteration 155Q: 3 clusters Score -2.507339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189862 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.50734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189864 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -25073388.000000 Penalty: 6036.376465
	Iteration 157Q: 3 clusters Score -2.507339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189867 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -25073406.000000 Penalty: 6036.376465
	Iteration 158Q: 3 clusters Score -2.507341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189870 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -25073378.000000 Penalty: 6036.376465
	Iteration 159Q: 3 clusters Score -2.507338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189872 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -25073394.000000 Penalty: 6036.376465
	Iteration 160F: 3 clusters Score -2.507339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189878 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -25073392.000000 Penalty: 6036.376465
	Iteration 161Q: 3 clusters Score -2.507339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189881 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -25073384.000000 Penalty: 6036.376465
	Iteration 162Q: 3 clusters Score -2.507338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189883 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -25073380.000000 Penalty: 6036.376465
	Iteration 163Q: 3 clusters Score -2.507338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189883 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -25073380.000000 Penalty: 6036.376465
	Iteration 164F: 3 clusters Score -2.507338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 35945 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218876 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13695 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 59591 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 41737 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15784 members 
Mstep: Class 24 contains 192936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822576.000000 Penalty: 80247.148438
Iteration 399Q: 25 clusters Score -9.082258e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 35945 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218878 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7661 members 
Mstep: Class 17 contains 59591 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 41737 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15781 members 
Mstep: Class 24 contains 192933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822576.000000 Penalty: 80247.148438
Iteration 400F: 25 clusters Score -9.082258e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 35946 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218884 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11255 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26377 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7661 members 
Mstep: Class 17 contains 59590 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 41736 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15778 members 
Mstep: Class 24 contains 192934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822592.000000 Penalty: 80247.148438
Iteration 401Q: 25 clusters Score -9.082259e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 35946 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218884 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11255 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13695 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26377 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7662 members 
Mstep: Class 17 contains 59592 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 41737 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15778 members 
Mstep: Class 24 contains 192931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822600.000000 Penalty: 80247.148438
Iteration 402Q: 25 clusters Score -9.08226e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 35946 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218883 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11255 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26377 members 
Mstep: Class 15 contains 34202 members 
Mstep: Class 16 contains 7664 members 
Mstep: Class 17 contains 59591 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 41739 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15777 members 
Mstep: Class 24 contains 192930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822624.000000 Penalty: 80247.148438
Iteration 403Q: 25 clusters Score -9.082262e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15475 members 
Mstep: Class 4 contains 35946 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218895 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11255 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7665 members 
Mstep: Class 17 contains 59590 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 41739 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15775 members 
Mstep: Class 24 contains 192917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822624.000000 Penalty: 80247.148438
Iteration 404Q: 25 clusters Score -9.082262e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15475 members 
Mstep: Class 4 contains 35945 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218902 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11255 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7666 members 
Mstep: Class 17 contains 59589 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 41737 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15772 members 
Mstep: Class 24 contains 192915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822640.000000 Penalty: 80247.148438
Iteration 405Q: 25 clusters Score -9.082264e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15476 members 
Mstep: Class 4 contains 35944 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218899 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11254 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7667 members 
Mstep: Class 17 contains 59588 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12478 members 
Mstep: Class 20 contains 41739 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15769 members 
Mstep: Class 24 contains 192920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822648.000000 Penalty: 80247.148438
Iteration 406Q: 25 clusters Score -9.082265e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15478 members 
Mstep: Class 4 contains 35942 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218906 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26376 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7670 members 
Mstep: Class 17 contains 59587 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12477 members 
Mstep: Class 20 contains 41740 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15767 members 
Mstep: Class 24 contains 192914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822568.000000 Penalty: 80247.148438
Iteration 407Q: 25 clusters Score -9.082257e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15478 members 
Mstep: Class 4 contains 35942 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218908 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13698 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26376 members 
Mstep: Class 15 contains 34204 members 
Mstep: Class 16 contains 7675 members 
Mstep: Class 17 contains 59586 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12477 members 
Mstep: Class 20 contains 41740 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15767 members 
Mstep: Class 24 contains 192905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822528.000000 Penalty: 80247.148438
Iteration 408Q: 25 clusters Score -9.082253e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15478 members 
Mstep: Class 4 contains 35942 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218914 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11258 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13698 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34204 members 
Mstep: Class 16 contains 7676 members 
Mstep: Class 17 contains 59586 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12477 members 
Mstep: Class 20 contains 41740 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15767 members 
Mstep: Class 24 contains 192898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822520.000000 Penalty: 80247.148438
Iteration 409Q: 25 clusters Score -9.082252e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15480 members 
Mstep: Class 4 contains 35941 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218911 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11258 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13698 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34204 members 
Mstep: Class 16 contains 7676 members 
Mstep: Class 17 contains 59586 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12477 members 
Mstep: Class 20 contains 41740 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15767 members 
Mstep: Class 24 contains 192900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822520.000000 Penalty: 80247.148438
Iteration 410Q: 25 clusters Score -9.082252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15480 members 
Mstep: Class 4 contains 35941 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218910 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34204 members 
Mstep: Class 16 contains 7676 members 
Mstep: Class 17 contains 59587 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12477 members 
Mstep: Class 20 contains 41740 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15767 members 
Mstep: Class 24 contains 192902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822520.000000 Penalty: 80247.148438
Iteration 411Q: 25 clusters Score -9.082252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15480 members 
Mstep: Class 4 contains 35941 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218911 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11254 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34204 members 
Mstep: Class 16 contains 7676 members 
Mstep: Class 17 contains 59586 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12477 members 
Mstep: Class 20 contains 41740 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15766 members 
Mstep: Class 24 contains 192906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822552.000000 Penalty: 80247.148438
Iteration 412Q: 25 clusters Score -9.082255e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15480 members 
Mstep: Class 4 contains 35941 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218913 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11252 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34204 members 
Mstep: Class 16 contains 7676 members 
Mstep: Class 17 contains 59585 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12477 members 
Mstep: Class 20 contains 41744 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15762 members 
Mstep: Class 24 contains 192907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822544.000000 Penalty: 80247.148438
Iteration 413Q: 25 clusters Score -9.082254e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15480 members 
Mstep: Class 4 contains 35942 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218916 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34204 members 
Mstep: Class 16 contains 7676 members 
Mstep: Class 17 contains 59584 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12477 members 
Mstep: Class 20 contains 41744 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15758 members 
Mstep: Class 24 contains 192909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822592.000000 Penalty: 80247.148438
Iteration 414Q: 25 clusters Score -9.082259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15480 members 
Mstep: Class 4 contains 35942 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218916 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34204 members 
Mstep: Class 16 contains 7676 members 
Mstep: Class 17 contains 59583 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 12477 members 
Mstep: Class 20 contains 41745 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15755 members 
Mstep: Class 24 contains 192914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822528.000000 Penalty: 80247.148438
Iteration 415Q: 25 clusters Score -9.082253e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15479 members 
Mstep: Class 4 contains 35941 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218925 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34204 members 
Mstep: Class 16 contains 7676 members 
Mstep: Class 17 contains 59582 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41744 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15754 members 
Mstep: Class 24 contains 192912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822560.000000 Penalty: 80247.148438
Iteration 416Q: 25 clusters Score -9.082256e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15479 members 
Mstep: Class 4 contains 35941 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218930 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34204 members 
Mstep: Class 16 contains 7676 members 
Mstep: Class 17 contains 59582 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41744 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15754 members 
Mstep: Class 24 contains 192908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822592.000000 Penalty: 80247.148438
Iteration 417Q: 25 clusters Score -9.082259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15479 members 
Mstep: Class 4 contains 35941 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218933 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34204 members 
Mstep: Class 16 contains 7676 members 
Mstep: Class 17 contains 59581 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41744 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15750 members 
Mstep: Class 24 contains 192910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822528.000000 Penalty: 80247.148438
Iteration 418Q: 25 clusters Score -9.082253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15481 members 
Mstep: Class 4 contains 35941 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218928 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34205 members 
Mstep: Class 16 contains 7676 members 
Mstep: Class 17 contains 59578 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41743 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15746 members 
Mstep: Class 24 contains 192920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822568.000000 Penalty: 80247.148438
Iteration 419Q: 25 clusters Score -9.082257e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15481 members 
Mstep: Class 4 contains 35940 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218923 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34205 members 
Mstep: Class 16 contains 7677 members 
Mstep: Class 17 contains 59580 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41742 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15738 members 
Mstep: Class 24 contains 192931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822672.000000 Penalty: 80247.148438
Iteration 420F: 25 clusters Score -9.082267e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15481 members 
Mstep: Class 4 contains 35940 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218922 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 34205 members 
Mstep: Class 16 contains 7679 members 
Mstep: Class 17 contains 59579 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41741 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15735 members 
Mstep: Class 24 contains 192936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822632.000000 Penalty: 80247.148438
Iteration 421Q: 25 clusters Score -9.082263e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15483 members 
Mstep: Class 4 contains 35939 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218917 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13698 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34205 members 
Mstep: Class 16 contains 7679 members 
Mstep: Class 17 contains 59579 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41740 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15733 members 
Mstep: Class 24 contains 192941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822640.000000 Penalty: 80247.148438
Iteration 422Q: 25 clusters Score -9.082264e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15484 members 
Mstep: Class 4 contains 35938 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218914 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13699 members 
Mstep: Class 12 contains 7147 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 34205 members 
Mstep: Class 16 contains 7679 members 
Mstep: Class 17 contains 59577 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41740 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15731 members 
Mstep: Class 24 contains 192948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822624.000000 Penalty: 80247.148438
Iteration 423Q: 25 clusters Score -9.082262e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15484 members 
Mstep: Class 4 contains 35938 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218914 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13700 members 
Mstep: Class 12 contains 7146 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 34204 members 
Mstep: Class 16 contains 7679 members 
Mstep: Class 17 contains 59577 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41739 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15730 members 
Mstep: Class 24 contains 192951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822640.000000 Penalty: 80247.148438
Iteration 424Q: 25 clusters Score -9.082264e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15484 members 
Mstep: Class 4 contains 35938 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218915 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13701 members 
Mstep: Class 12 contains 7145 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7679 members 
Mstep: Class 17 contains 59575 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41739 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15729 members 
Mstep: Class 24 contains 192953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822664.000000 Penalty: 80247.148438
Iteration 425Q: 25 clusters Score -9.082266e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15483 members 
Mstep: Class 4 contains 35938 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218909 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11250 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13703 members 
Mstep: Class 12 contains 7146 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7679 members 
Mstep: Class 17 contains 59572 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41738 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15726 members 
Mstep: Class 24 contains 192965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822560.000000 Penalty: 80247.148438
Iteration 426Q: 25 clusters Score -9.082256e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15483 members 
Mstep: Class 4 contains 35939 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218914 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11253 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13702 members 
Mstep: Class 12 contains 7146 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 7679 members 
Mstep: Class 17 contains 59571 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41737 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15724 members 
Mstep: Class 24 contains 192961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822560.000000 Penalty: 80247.148438
Iteration 427Q: 25 clusters Score -9.082256e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15483 members 
Mstep: Class 4 contains 35940 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218917 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11255 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13702 members 
Mstep: Class 12 contains 7145 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 34204 members 
Mstep: Class 16 contains 7679 members 
Mstep: Class 17 contains 59568 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41738 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15724 members 
Mstep: Class 24 contains 192958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822608.000000 Penalty: 80247.148438
Iteration 428Q: 25 clusters Score -9.082261e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15483 members 
Mstep: Class 4 contains 35940 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218924 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11258 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13702 members 
Mstep: Class 12 contains 7146 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26371 members 
Mstep: Class 15 contains 34204 members 
Mstep: Class 16 contains 7679 members 
Mstep: Class 17 contains 59566 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41739 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15724 members 
Mstep: Class 24 contains 192949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822592.000000 Penalty: 80247.148438
Iteration 429Q: 25 clusters Score -9.082259e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15482 members 
Mstep: Class 4 contains 35940 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218922 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13703 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26370 members 
Mstep: Class 15 contains 34204 members 
Mstep: Class 16 contains 7679 members 
Mstep: Class 17 contains 59564 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 41741 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15723 members 
Mstep: Class 24 contains 192951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822640.000000 Penalty: 80247.148438
Iteration 430Q: 25 clusters Score -9.082264e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15482 members 
Mstep: Class 4 contains 35940 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218920 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13702 members 
Mstep: Class 12 contains 7149 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26370 members 
Mstep: Class 15 contains 34205 members 
Mstep: Class 16 contains 7679 members 
Mstep: Class 17 contains 59564 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 41742 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15723 members 
Mstep: Class 24 contains 192951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822640.000000 Penalty: 80247.148438
Iteration 431Q: 25 clusters Score -9.082264e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15482 members 
Mstep: Class 4 contains 35941 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218924 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11258 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13700 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26370 members 
Mstep: Class 15 contains 34205 members 
Mstep: Class 16 contains 7679 members 
Mstep: Class 17 contains 59563 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41743 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15723 members 
Mstep: Class 24 contains 192949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822632.000000 Penalty: 80247.148438
Iteration 432Q: 25 clusters Score -9.082263e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15483 members 
Mstep: Class 4 contains 35941 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218919 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13699 members 
Mstep: Class 12 contains 7148 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26370 members 
Mstep: Class 15 contains 34205 members 
Mstep: Class 16 contains 7680 members 
Mstep: Class 17 contains 59561 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41742 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15723 members 
Mstep: Class 24 contains 192957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822640.000000 Penalty: 80247.148438
Iteration 433Q: 25 clusters Score -9.082264e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15480 members 
Mstep: Class 4 contains 35940 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218911 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11255 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7146 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26370 members 
Mstep: Class 15 contains 34205 members 
Mstep: Class 16 contains 7682 members 
Mstep: Class 17 contains 59560 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41743 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15721 members 
Mstep: Class 24 contains 192974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822712.000000 Penalty: 80247.148438
Iteration 434Q: 25 clusters Score -9.082271e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15480 members 
Mstep: Class 4 contains 35940 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218906 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7146 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26370 members 
Mstep: Class 15 contains 34205 members 
Mstep: Class 16 contains 7683 members 
Mstep: Class 17 contains 59558 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41745 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15720 members 
Mstep: Class 24 contains 192978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822616.000000 Penalty: 80247.148438
Iteration 435Q: 25 clusters Score -9.082262e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15480 members 
Mstep: Class 4 contains 35940 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218906 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7146 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26370 members 
Mstep: Class 15 contains 34206 members 
Mstep: Class 16 contains 7684 members 
Mstep: Class 17 contains 59555 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15720 members 
Mstep: Class 24 contains 192977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822600.000000 Penalty: 80247.148438
Iteration 436Q: 25 clusters Score -9.08226e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15480 members 
Mstep: Class 4 contains 35940 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218898 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13698 members 
Mstep: Class 12 contains 7145 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26369 members 
Mstep: Class 15 contains 34207 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59552 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41747 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15720 members 
Mstep: Class 24 contains 192986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822608.000000 Penalty: 80247.148438
Iteration 437Q: 25 clusters Score -9.082261e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15480 members 
Mstep: Class 4 contains 35940 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218885 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13699 members 
Mstep: Class 12 contains 7144 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26371 members 
Mstep: Class 15 contains 34209 members 
Mstep: Class 16 contains 7687 members 
Mstep: Class 17 contains 59550 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41748 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15720 members 
Mstep: Class 24 contains 192994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822568.000000 Penalty: 80247.148438
Iteration 438Q: 25 clusters Score -9.082257e+07 nChanged 40
Entering ConstructFrom: 
Score: -90822568.000000 Penalty: 80247.148438
Entering ConstructFrom: 
Trying to split cluster 1 (7133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Entering Unmasked Estep 
Score: -788407.000000 Penalty: 2200.376709
	Iteration 0F: 2 clusters Score -788407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -782597.312500 Penalty: 4400.753418
	Iteration 0F: 3 clusters Score -782597.3 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -784238.750000 Penalty: 4400.753418
	Iteration 1F: 3 clusters Score -784238.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -784747.375000 Penalty: 4400.753418
	Iteration 2F: 3 clusters Score -784747.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -785181.437500 Penalty: 4400.753418
	Iteration 3F: 3 clusters Score -785181.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -785588.812500 Penalty: 4400.753418
	Iteration 4F: 3 clusters Score -785588.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -786103.312500 Penalty: 4400.753418
	Iteration 5F: 3 clusters Score -786103.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -786631.812500 Penalty: 4400.753418
	Iteration 6F: 3 clusters Score -786631.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -787203.625000 Penalty: 4400.753418
	Iteration 7F: 3 clusters Score -787203.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -787688.937500 Penalty: 4400.753418
	Iteration 8F: 3 clusters Score -787688.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -788049.437500 Penalty: 4400.753418
	Iteration 9Q: 3 clusters Score -788049.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -788285.250000 Penalty: 4400.753418
	Iteration 10Q: 3 clusters Score -788285.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -788448.812500 Penalty: 4400.753418
	Iteration 11Q: 3 clusters Score -788448.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -788543.250000 Penalty: 4400.753418
	Iteration 12Q: 3 clusters Score -788543.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -788626.000000 Penalty: 4400.753418
	Iteration 13Q: 3 clusters Score -788626 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -788680.312500 Penalty: 4400.753418
	Iteration 14Q: 3 clusters Score -788680.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -788730.562500 Penalty: 4400.753418
	Iteration 15Q: 3 clusters Score -788730.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -788758.812500 Penalty: 4400.753418
	Iteration 16Q: 3 clusters Score -788758.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -788774.250000 Penalty: 4400.753418
	Iteration 17Q: 3 clusters Score -788774.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -788781.000000 Penalty: 4400.753418
	Iteration 18Q: 3 clusters Score -788781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -788782.812500 Penalty: 4400.753418
	Iteration 19Q: 3 clusters Score -788782.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -788787.625000 Penalty: 4400.753418
	Iteration 20F: 3 clusters Score -788787.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -788790.187500 Penalty: 4400.753418
	Iteration 21Q: 3 clusters Score -788790.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -788794.562500 Penalty: 4400.753418
	Iteration 22Q: 3 clusters Score -788794.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -788799.000000 Penalty: 4400.753418
	Iteration 23Q: 3 clusters Score -788799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -788799.000000 Penalty: 4400.753418
	Iteration 24Q: 3 clusters Score -788799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -788799.000000 Penalty: 4400.753418
	Iteration 25F: 3 clusters Score -788799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15481 members 
Mstep: Class 4 contains 35939 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218877 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13700 members 
Mstep: Class 12 contains 7142 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7688 members 
Mstep: Class 17 contains 59548 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41747 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15719 members 
Mstep: Class 24 contains 193003 members 
Mstep: Class 25 contains 526 members 
Entering Unmasked Estep 
Score: -90821672.000000 Penalty: 83590.781250
Splitting cluster 1 changes total score from -90822568.000000 to -90821672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -104715.226562 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -104715.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102876.585938 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -102876.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -103281.039062 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -103281 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -103640.273438 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -103640.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -103938.218750 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -103938.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -104172.132812 Penalty: 3393.970947
	Iteration 4F: 3 clusters Score -104172.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -104421.875000 Penalty: 3393.970947
	Iteration 5F: 3 clusters Score -104421.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -104631.250000 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -104631.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -104902.101562 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -104902.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -105174.734375 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -105174.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -105216.804688 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -105216.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -105259.156250 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -105259.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105285.757812 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -105285.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105315.140625 Penalty: 3393.970947
	Iteration 12Q: 3 clusters Score -105315.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105360.695312 Penalty: 3393.970947
	Iteration 13Q: 3 clusters Score -105360.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105433.234375 Penalty: 3393.970947
	Iteration 14Q: 3 clusters Score -105433.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -105501.007812 Penalty: 3393.970947
	Iteration 15Q: 3 clusters Score -105501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -105536.976562 Penalty: 3393.970947
	Iteration 16Q: 3 clusters Score -105537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -105565.234375 Penalty: 3393.970947
	Iteration 17Q: 3 clusters Score -105565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -105582.992188 Penalty: 3393.970947
	Iteration 18Q: 3 clusters Score -105583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105587.710938 Penalty: 3393.970947
	Iteration 19Q: 3 clusters Score -105587.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105587.710938 Penalty: 3393.970947
	Iteration 20F: 3 clusters Score -105587.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 517 members 
Mstep: Class 3 contains 15481 members 
Mstep: Class 4 contains 35939 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218877 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13700 members 
Mstep: Class 12 contains 7142 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7688 members 
Mstep: Class 17 contains 59548 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41747 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15719 members 
Mstep: Class 24 contains 193003 members 
Mstep: Class 25 contains 420 members 
Entering Unmasked Estep 
Score: -90821736.000000 Penalty: 83590.781250
Splitting cluster 2 changes total score from -90822568.000000 to -90821736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (15481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Entering Unmasked Estep 
Score: -2021917.625000 Penalty: 2392.547363
	Iteration 0F: 2 clusters Score -2021918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2010805.250000 Penalty: 4785.094727
	Iteration 0F: 3 clusters Score -2010805 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2014339.375000 Penalty: 4785.094727
	Iteration 1F: 3 clusters Score -2014339 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2014710.625000 Penalty: 4785.094727
	Iteration 2F: 3 clusters Score -2014711 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2014959.875000 Penalty: 4785.094727
	Iteration 3Q: 3 clusters Score -2014960 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2015214.875000 Penalty: 4785.094727
	Iteration 4Q: 3 clusters Score -2015215 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2015473.750000 Penalty: 4785.094727
	Iteration 5Q: 3 clusters Score -2015474 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2015737.375000 Penalty: 4785.094727
	Iteration 6Q: 3 clusters Score -2015737 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2016071.250000 Penalty: 4785.094727
	Iteration 7Q: 3 clusters Score -2016071 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2016440.875000 Penalty: 4785.094727
	Iteration 8Q: 3 clusters Score -2016441 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2016871.625000 Penalty: 4785.094727
	Iteration 9Q: 3 clusters Score -2016872 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2017335.750000 Penalty: 4785.094727
	Iteration 10Q: 3 clusters Score -2017336 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2017846.625000 Penalty: 4785.094727
	Iteration 11Q: 3 clusters Score -2017847 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2018362.000000 Penalty: 4785.094727
	Iteration 12Q: 3 clusters Score -2018362 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2018780.875000 Penalty: 4785.094727
	Iteration 13Q: 3 clusters Score -2018781 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2019105.750000 Penalty: 4785.094727
	Iteration 14Q: 3 clusters Score -2019106 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2019368.375000 Penalty: 4785.094727
	Iteration 15Q: 3 clusters Score -2019368 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2019545.500000 Penalty: 4785.094727
	Iteration 16Q: 3 clusters Score -2019546 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2019647.500000 Penalty: 4785.094727
	Iteration 17Q: 3 clusters Score -2019648 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2019710.375000 Penalty: 4785.094727
	Iteration 18Q: 3 clusters Score -2019710 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2019754.125000 Penalty: 4785.094727
	Iteration 19Q: 3 clusters Score -2019754 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2019794.000000 Penalty: 4785.094727
	Iteration 20F: 3 clusters Score -2019794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2019823.125000 Penalty: 4785.094727
	Iteration 21Q: 3 clusters Score -2019823 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2019844.250000 Penalty: 4785.094727
	Iteration 22Q: 3 clusters Score -2019844 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2019867.875000 Penalty: 4785.094727
	Iteration 23Q: 3 clusters Score -2019868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2019883.625000 Penalty: 4785.094727
	Iteration 24Q: 3 clusters Score -2019884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2019891.375000 Penalty: 4785.094727
	Iteration 25Q: 3 clusters Score -2019891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2019905.500000 Penalty: 4785.094727
	Iteration 26Q: 3 clusters Score -2019906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2019918.250000 Penalty: 4785.094727
	Iteration 27Q: 3 clusters Score -2019918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2019924.750000 Penalty: 4785.094727
	Iteration 28Q: 3 clusters Score -2019925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2019928.500000 Penalty: 4785.094727
	Iteration 29Q: 3 clusters Score -2019928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2019929.750000 Penalty: 4785.094727
	Iteration 30Q: 3 clusters Score -2019930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2019929.500000 Penalty: 4785.094727
	Iteration 31Q: 3 clusters Score -2019930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2019930.625000 Penalty: 4785.094727
	Iteration 32Q: 3 clusters Score -2019931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2019933.625000 Penalty: 4785.094727
	Iteration 33Q: 3 clusters Score -2019934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2019932.250000 Penalty: 4785.094727
	Iteration 34Q: 3 clusters Score -2019932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2019945.375000 Penalty: 4785.094727
	Iteration 35Q: 3 clusters Score -2019945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2019950.750000 Penalty: 4785.094727
	Iteration 36Q: 3 clusters Score -2019951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2019952.375000 Penalty: 4785.094727
	Iteration 37Q: 3 clusters Score -2019952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2019961.000000 Penalty: 4785.094727
	Iteration 38Q: 3 clusters Score -2019961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2019967.500000 Penalty: 4785.094727
	Iteration 39Q: 3 clusters Score -2019968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2019972.375000 Penalty: 4785.094727
	Iteration 40F: 3 clusters Score -2019972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2019970.500000 Penalty: 4785.094727
	Iteration 41Q: 3 clusters Score -2019970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2019973.500000 Penalty: 4785.094727
	Iteration 42Q: 3 clusters Score -2019974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2019976.625000 Penalty: 4785.094727
	Iteration 43Q: 3 clusters Score -2019977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2019981.625000 Penalty: 4785.094727
	Iteration 44Q: 3 clusters Score -2019982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2019976.625000 Penalty: 4785.094727
	Iteration 45Q: 3 clusters Score -2019977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2019977.250000 Penalty: 4785.094727
	Iteration 46Q: 3 clusters Score -2019977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2019981.000000 Penalty: 4785.094727
	Iteration 47Q: 3 clusters Score -2019981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2019985.125000 Penalty: 4785.094727
	Iteration 48Q: 3 clusters Score -2019985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2019984.625000 Penalty: 4785.094727
	Iteration 49Q: 3 clusters Score -2019985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2019987.000000 Penalty: 4785.094727
	Iteration 50Q: 3 clusters Score -2019987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2019993.375000 Penalty: 4785.094727
	Iteration 51Q: 3 clusters Score -2019993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2019997.250000 Penalty: 4785.094727
	Iteration 52Q: 3 clusters Score -2019997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2019997.000000 Penalty: 4785.094727
	Iteration 53Q: 3 clusters Score -2019997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2020001.875000 Penalty: 4785.094727
	Iteration 54Q: 3 clusters Score -2020002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2020000.375000 Penalty: 4785.094727
	Iteration 55Q: 3 clusters Score -2020000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2020005.125000 Penalty: 4785.094727
	Iteration 56Q: 3 clusters Score -2020005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2020008.125000 Penalty: 4785.094727
	Iteration 57Q: 3 clusters Score -2020008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2020008.125000 Penalty: 4785.094727
	Iteration 58F: 3 clusters Score -2020008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Entering Unmasked Estep 
Score: -4598501.500000 Penalty: 2601.415527
	Iteration 0F: 2 clusters Score -4598502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -4574187.000000 Penalty: 5202.831055
	Iteration 0F: 3 clusters Score -4574187 nChanged 16251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -4582914.500000 Penalty: 5202.831055
	Iteration 1F: 3 clusters Score -4582914 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -4583461.000000 Penalty: 5202.831055
	Iteration 2Q: 3 clusters Score -4583461 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -4583986.000000 Penalty: 5202.831055
	Iteration 3Q: 3 clusters Score -4583986 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -4584603.000000 Penalty: 5202.831055
	Iteration 4Q: 3 clusters Score -4584603 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -4585259.500000 Penalty: 5202.831055
	Iteration 5Q: 3 clusters Score -4585260 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -4586014.500000 Penalty: 5202.831055
	Iteration 6Q: 3 clusters Score -4586014 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -4586876.000000 Penalty: 5202.831055
	Iteration 7F: 3 clusters Score -4586876 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -4587939.000000 Penalty: 5202.831055
	Iteration 8F: 3 clusters Score -4587939 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -4589064.500000 Penalty: 5202.831055
	Iteration 9F: 3 clusters Score -4589064 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -4590239.500000 Penalty: 5202.831055
	Iteration 10F: 3 clusters Score -4590240 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -4591381.500000 Penalty: 5202.831055
	Iteration 11Q: 3 clusters Score -4591382 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -4592483.500000 Penalty: 5202.831055
	Iteration 12Q: 3 clusters Score -4592484 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -4593341.500000 Penalty: 5202.831055
	Iteration 13Q: 3 clusters Score -4593342 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -4593979.000000 Penalty: 5202.831055
	Iteration 14Q: 3 clusters Score -4593979 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -4594469.500000 Penalty: 5202.831055
	Iteration 15Q: 3 clusters Score -4594470 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -4594917.000000 Penalty: 5202.831055
	Iteration 16Q: 3 clusters Score -4594917 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -4595280.000000 Penalty: 5202.831055
	Iteration 17Q: 3 clusters Score -4595280 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -4595624.500000 Penalty: 5202.831055
	Iteration 18Q: 3 clusters Score -4595624 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4595867.000000 Penalty: 5202.831055
	Iteration 19Q: 3 clusters Score -4595867 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4596075.500000 Penalty: 5202.831055
	Iteration 20F: 3 clusters Score -4596076 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4596201.000000 Penalty: 5202.831055
	Iteration 21Q: 3 clusters Score -4596201 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4596344.000000 Penalty: 5202.831055
	Iteration 22Q: 3 clusters Score -4596344 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4596447.000000 Penalty: 5202.831055
	Iteration 23Q: 3 clusters Score -4596447 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4596514.500000 Penalty: 5202.831055
	Iteration 24Q: 3 clusters Score -4596514 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4596577.500000 Penalty: 5202.831055
	Iteration 25Q: 3 clusters Score -4596578 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4596608.000000 Penalty: 5202.831055
	Iteration 26Q: 3 clusters Score -4596608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4596621.000000 Penalty: 5202.831055
	Iteration 27Q: 3 clusters Score -4596621 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4596647.000000 Penalty: 5202.831055
	Iteration 28Q: 3 clusters Score -4596647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4596666.000000 Penalty: 5202.831055
	Iteration 29Q: 3 clusters Score -4596666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4596682.000000 Penalty: 5202.831055
	Iteration 30Q: 3 clusters Score -4596682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4596684.500000 Penalty: 5202.831055
	Iteration 31Q: 3 clusters Score -4596684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4596687.000000 Penalty: 5202.831055
	Iteration 32Q: 3 clusters Score -4596687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4596700.000000 Penalty: 5202.831055
	Iteration 33Q: 3 clusters Score -4596700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4596700.500000 Penalty: 5202.831055
	Iteration 34Q: 3 clusters Score -4596700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4596709.000000 Penalty: 5202.831055
	Iteration 35Q: 3 clusters Score -4596709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4596709.000000 Penalty: 5202.831055
	Iteration 36Q: 3 clusters Score -4596709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4596721.000000 Penalty: 5202.831055
	Iteration 37Q: 3 clusters Score -4596721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4596730.500000 Penalty: 5202.831055
	Iteration 38Q: 3 clusters Score -4596730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4596733.000000 Penalty: 5202.831055
	Iteration 39Q: 3 clusters Score -4596733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4596733.000000 Penalty: 5202.831055
	Iteration 40F: 3 clusters Score -4596733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4596740.000000 Penalty: 5202.831055
	Iteration 41Q: 3 clusters Score -4596740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4596738.500000 Penalty: 5202.831055
	Iteration 42Q: 3 clusters Score -4596738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4596739.500000 Penalty: 5202.831055
	Iteration 43Q: 3 clusters Score -4596740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4596738.000000 Penalty: 5202.831055
	Iteration 44Q: 3 clusters Score -4596738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4596741.500000 Penalty: 5202.831055
	Iteration 45Q: 3 clusters Score -4596742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4596740.500000 Penalty: 5202.831055
	Iteration 46Q: 3 clusters Score -4596740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4596736.000000 Penalty: 5202.831055
	Iteration 47Q: 3 clusters Score -4596736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4596733.500000 Penalty: 5202.831055
	Iteration 48Q: 3 clusters Score -4596734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4596736.000000 Penalty: 5202.831055
	Iteration 49Q: 3 clusters Score -4596736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4596736.000000 Penalty: 5202.831055
	Iteration 50F: 3 clusters Score -4596736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -113490.718750 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -113490.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -111536.570312 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -111536.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -112004.984375 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -112005 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -112275.406250 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -112275.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -112476.070312 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -112476.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -112709.429688 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -112709.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -112945.500000 Penalty: 3437.525391
	Iteration 5F: 3 clusters Score -112945.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -113236.335938 Penalty: 3437.525391
	Iteration 6F: 3 clusters Score -113236.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -113375.867188 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -113375.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -113482.406250 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -113482.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -113577.140625 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -113577.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -113687.929688 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -113687.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -113986.742188 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -113986.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -114153.101562 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -114153.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -114216.046875 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -114216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -114304.101562 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -114304.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -114350.250000 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -114350.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -114371.937500 Penalty: 3437.525391
	Iteration 16Q: 3 clusters Score -114371.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -114397.132812 Penalty: 3437.525391
	Iteration 17Q: 3 clusters Score -114397.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -114411.085938 Penalty: 3437.525391
	Iteration 18Q: 3 clusters Score -114411.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -114414.195312 Penalty: 3437.525391
	Iteration 19Q: 3 clusters Score -114414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -114418.140625 Penalty: 3437.525391
	Iteration 20F: 3 clusters Score -114418.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -114423.250000 Penalty: 3437.525391
	Iteration 21Q: 3 clusters Score -114423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -114424.859375 Penalty: 3437.525391
	Iteration 22Q: 3 clusters Score -114424.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -114424.859375 Penalty: 3437.525391
	Iteration 23F: 3 clusters Score -114424.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15481 members 
Mstep: Class 4 contains 35939 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 218877 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13700 members 
Mstep: Class 12 contains 7142 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7688 members 
Mstep: Class 17 contains 59548 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41747 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15719 members 
Mstep: Class 24 contains 193003 members 
Mstep: Class 25 contains 582 members 
Entering Unmasked Estep 
Score: -90821784.000000 Penalty: 83590.781250
Splitting cluster 5 changes total score from -90822568.000000 to -90821784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (218877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218877 members 
Entering Unmasked Estep 
Score: -28537558.000000 Penalty: 3049.473877
	Iteration 0F: 2 clusters Score -2.853756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 109388 members 
Entering Unmasked Estep 
Score: -28397148.000000 Penalty: 6098.947754
	Iteration 0F: 3 clusters Score -2.839715e+07 nChanged 105348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110083 members 
Mstep: Class 2 contains 108794 members 
Entering Unmasked Estep 
Score: -28458964.000000 Penalty: 6098.947754
	Iteration 1F: 3 clusters Score -2.845896e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110537 members 
Mstep: Class 2 contains 108340 members 
Entering Unmasked Estep 
Score: -28459788.000000 Penalty: 6098.947754
	Iteration 2Q: 3 clusters Score -2.845979e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111344 members 
Mstep: Class 2 contains 107533 members 
Entering Unmasked Estep 
Score: -28460722.000000 Penalty: 6098.947754
	Iteration 3Q: 3 clusters Score -2.846072e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112645 members 
Mstep: Class 2 contains 106232 members 
Entering Unmasked Estep 
Score: -28461994.000000 Penalty: 6098.947754
	Iteration 4Q: 3 clusters Score -2.846199e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114614 members 
Mstep: Class 2 contains 104263 members 
Entering Unmasked Estep 
Score: -28463564.000000 Penalty: 6098.947754
	Iteration 5Q: 3 clusters Score -2.846356e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117622 members 
Mstep: Class 2 contains 101255 members 
Entering Unmasked Estep 
Score: -28466350.000000 Penalty: 6098.947754
	Iteration 6Q: 3 clusters Score -2.846635e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122224 members 
Mstep: Class 2 contains 96653 members 
Entering Unmasked Estep 
Score: -28470336.000000 Penalty: 6098.947754
	Iteration 7Q: 3 clusters Score -2.847034e+07 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128509 members 
Mstep: Class 2 contains 90368 members 
Entering Unmasked Estep 
Score: -28476726.000000 Penalty: 6098.947754
	Iteration 8F: 3 clusters Score -2.847673e+07 nChanged 13925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136582 members 
Mstep: Class 2 contains 82295 members 
Entering Unmasked Estep 
Score: -28486938.000000 Penalty: 6098.947754
	Iteration 9F: 3 clusters Score -2.848694e+07 nChanged 15278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145086 members 
Mstep: Class 2 contains 73791 members 
Entering Unmasked Estep 
Score: -28499774.000000 Penalty: 6098.947754
	Iteration 10F: 3 clusters Score -2.849977e+07 nChanged 13754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151632 members 
Mstep: Class 2 contains 67245 members 
Entering Unmasked Estep 
Score: -28510278.000000 Penalty: 6098.947754
	Iteration 11F: 3 clusters Score -2.851028e+07 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156041 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -28515252.000000 Penalty: 6098.947754
	Iteration 12Q: 3 clusters Score -2.851525e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159686 members 
Mstep: Class 2 contains 59191 members 
Entering Unmasked Estep 
Score: -28517838.000000 Penalty: 6098.947754
	Iteration 13Q: 3 clusters Score -2.851784e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163110 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -28519850.000000 Penalty: 6098.947754
	Iteration 14Q: 3 clusters Score -2.851985e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166484 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -28521786.000000 Penalty: 6098.947754
	Iteration 15Q: 3 clusters Score -2.852179e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169757 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -28523738.000000 Penalty: 6098.947754
	Iteration 16Q: 3 clusters Score -2.852374e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172757 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -28525618.000000 Penalty: 6098.947754
	Iteration 17Q: 3 clusters Score -2.852562e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175471 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -28527358.000000 Penalty: 6098.947754
	Iteration 18Q: 3 clusters Score -2.852736e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177811 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -28528658.000000 Penalty: 6098.947754
	Iteration 19Q: 3 clusters Score -2.852866e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179888 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -28529984.000000 Penalty: 6098.947754
	Iteration 20F: 3 clusters Score -2.852998e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181724 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -28530872.000000 Penalty: 6098.947754
	Iteration 21Q: 3 clusters Score -2.853087e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183389 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -28531514.000000 Penalty: 6098.947754
	Iteration 22Q: 3 clusters Score -2.853151e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184868 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -28532062.000000 Penalty: 6098.947754
	Iteration 23Q: 3 clusters Score -2.853206e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186186 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -28532474.000000 Penalty: 6098.947754
	Iteration 24Q: 3 clusters Score -2.853247e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187444 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -28532734.000000 Penalty: 6098.947754
	Iteration 25Q: 3 clusters Score -2.853273e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188641 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -28533010.000000 Penalty: 6098.947754
	Iteration 26Q: 3 clusters Score -2.853301e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189718 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -28533162.000000 Penalty: 6098.947754
	Iteration 27Q: 3 clusters Score -2.853316e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190758 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -28533194.000000 Penalty: 6098.947754
	Iteration 28Q: 3 clusters Score -2.853319e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191806 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -28533282.000000 Penalty: 6098.947754
	Iteration 29Q: 3 clusters Score -2.853328e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192837 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -28533558.000000 Penalty: 6098.947754
	Iteration 30Q: 3 clusters Score -2.853356e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193840 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -28533746.000000 Penalty: 6098.947754
	Iteration 31Q: 3 clusters Score -2.853375e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194815 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -28533754.000000 Penalty: 6098.947754
	Iteration 32Q: 3 clusters Score -2.853375e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195744 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -28533878.000000 Penalty: 6098.947754
	Iteration 33Q: 3 clusters Score -2.853388e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196692 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -28533820.000000 Penalty: 6098.947754
	Iteration 34Q: 3 clusters Score -2.853382e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197581 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -28533934.000000 Penalty: 6098.947754
	Iteration 35Q: 3 clusters Score -2.853393e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198450 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -28534116.000000 Penalty: 6098.947754
	Iteration 36Q: 3 clusters Score -2.853412e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199321 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -28534176.000000 Penalty: 6098.947754
	Iteration 37Q: 3 clusters Score -2.853418e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200209 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -28534210.000000 Penalty: 6098.947754
	Iteration 38Q: 3 clusters Score -2.853421e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201097 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -28534268.000000 Penalty: 6098.947754
	Iteration 39Q: 3 clusters Score -2.853427e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201965 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -28534452.000000 Penalty: 6098.947754
	Iteration 40F: 3 clusters Score -2.853445e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202760 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -28534434.000000 Penalty: 6098.947754
	Iteration 41Q: 3 clusters Score -2.853443e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203563 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -28534518.000000 Penalty: 6098.947754
	Iteration 42Q: 3 clusters Score -2.853452e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204340 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -28534730.000000 Penalty: 6098.947754
	Iteration 43Q: 3 clusters Score -2.853473e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205036 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -28534760.000000 Penalty: 6098.947754
	Iteration 44Q: 3 clusters Score -2.853476e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205724 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -28534810.000000 Penalty: 6098.947754
	Iteration 45Q: 3 clusters Score -2.853481e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206342 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -28534778.000000 Penalty: 6098.947754
	Iteration 46Q: 3 clusters Score -2.853478e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206933 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -28534792.000000 Penalty: 6098.947754
	Iteration 47Q: 3 clusters Score -2.853479e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207517 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -28534844.000000 Penalty: 6098.947754
	Iteration 48Q: 3 clusters Score -2.853484e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208041 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -28534858.000000 Penalty: 6098.947754
	Iteration 49Q: 3 clusters Score -2.853486e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208541 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -28534914.000000 Penalty: 6098.947754
	Iteration 50Q: 3 clusters Score -2.853491e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208996 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -28534858.000000 Penalty: 6098.947754
	Iteration 51Q: 3 clusters Score -2.853486e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209383 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -28534916.000000 Penalty: 6098.947754
	Iteration 52Q: 3 clusters Score -2.853492e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209756 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -28534998.000000 Penalty: 6098.947754
	Iteration 53Q: 3 clusters Score -2.8535e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210121 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -28535044.000000 Penalty: 6098.947754
	Iteration 54Q: 3 clusters Score -2.853504e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210481 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -28535052.000000 Penalty: 6098.947754
	Iteration 55Q: 3 clusters Score -2.853505e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210862 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -28534986.000000 Penalty: 6098.947754
	Iteration 56Q: 3 clusters Score -2.853499e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211202 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -28534964.000000 Penalty: 6098.947754
	Iteration 57Q: 3 clusters Score -2.853496e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211514 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -28535044.000000 Penalty: 6098.947754
	Iteration 58Q: 3 clusters Score -2.853504e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211830 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -28535084.000000 Penalty: 6098.947754
	Iteration 59Q: 3 clusters Score -2.853508e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212122 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -28535102.000000 Penalty: 6098.947754
	Iteration 60F: 3 clusters Score -2.85351e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212407 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -28535134.000000 Penalty: 6098.947754
	Iteration 61Q: 3 clusters Score -2.853513e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212668 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -28535174.000000 Penalty: 6098.947754
	Iteration 62Q: 3 clusters Score -2.853517e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212923 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -28535150.000000 Penalty: 6098.947754
	Iteration 63Q: 3 clusters Score -2.853515e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213160 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -28535146.000000 Penalty: 6098.947754
	Iteration 64Q: 3 clusters Score -2.853515e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213383 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -28535210.000000 Penalty: 6098.947754
	Iteration 65Q: 3 clusters Score -2.853521e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213608 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -28535280.000000 Penalty: 6098.947754
	Iteration 66Q: 3 clusters Score -2.853528e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213802 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -28535222.000000 Penalty: 6098.947754
	Iteration 67Q: 3 clusters Score -2.853522e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213995 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -28535322.000000 Penalty: 6098.947754
	Iteration 68Q: 3 clusters Score -2.853532e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214184 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -28535300.000000 Penalty: 6098.947754
	Iteration 69Q: 3 clusters Score -2.85353e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214351 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -28535276.000000 Penalty: 6098.947754
	Iteration 70Q: 3 clusters Score -2.853528e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214522 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -28535252.000000 Penalty: 6098.947754
	Iteration 71Q: 3 clusters Score -2.853525e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214697 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -28535250.000000 Penalty: 6098.947754
	Iteration 72Q: 3 clusters Score -2.853525e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214865 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -28535302.000000 Penalty: 6098.947754
	Iteration 73Q: 3 clusters Score -2.85353e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215019 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -28535342.000000 Penalty: 6098.947754
	Iteration 74Q: 3 clusters Score -2.853534e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215149 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -28535344.000000 Penalty: 6098.947754
	Iteration 75Q: 3 clusters Score -2.853534e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215294 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -28535368.000000 Penalty: 6098.947754
	Iteration 76Q: 3 clusters Score -2.853537e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215416 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -28535394.000000 Penalty: 6098.947754
	Iteration 77Q: 3 clusters Score -2.853539e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215540 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -28535390.000000 Penalty: 6098.947754
	Iteration 78Q: 3 clusters Score -2.853539e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215660 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -28535400.000000 Penalty: 6098.947754
	Iteration 79Q: 3 clusters Score -2.85354e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215752 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -28535452.000000 Penalty: 6098.947754
	Iteration 80F: 3 clusters Score -2.853545e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215830 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -28535452.000000 Penalty: 6098.947754
	Iteration 81Q: 3 clusters Score -2.853545e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215889 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -28535462.000000 Penalty: 6098.947754
	Iteration 82Q: 3 clusters Score -2.853546e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215942 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -28535438.000000 Penalty: 6098.947754
	Iteration 83Q: 3 clusters Score -2.853544e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215996 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -28535480.000000 Penalty: 6098.947754
	Iteration 84Q: 3 clusters Score -2.853548e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216048 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -28535446.000000 Penalty: 6098.947754
	Iteration 85Q: 3 clusters Score -2.853545e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216099 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -28535414.000000 Penalty: 6098.947754
	Iteration 86Q: 3 clusters Score -2.853541e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216154 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -28535402.000000 Penalty: 6098.947754
	Iteration 87Q: 3 clusters Score -2.85354e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216204 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -28535424.000000 Penalty: 6098.947754
	Iteration 88Q: 3 clusters Score -2.853542e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216265 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -28535420.000000 Penalty: 6098.947754
	Iteration 89Q: 3 clusters Score -2.853542e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216326 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -28535372.000000 Penalty: 6098.947754
	Iteration 90Q: 3 clusters Score -2.853537e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216383 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -28535408.000000 Penalty: 6098.947754
	Iteration 91Q: 3 clusters Score -2.853541e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216421 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -28535404.000000 Penalty: 6098.947754
	Iteration 92Q: 3 clusters Score -2.85354e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216458 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -28535406.000000 Penalty: 6098.947754
	Iteration 93Q: 3 clusters Score -2.853541e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216497 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -28535404.000000 Penalty: 6098.947754
	Iteration 94Q: 3 clusters Score -2.85354e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216527 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -28535414.000000 Penalty: 6098.947754
	Iteration 95Q: 3 clusters Score -2.853541e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216558 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -28535400.000000 Penalty: 6098.947754
	Iteration 96Q: 3 clusters Score -2.85354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216578 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -28535406.000000 Penalty: 6098.947754
	Iteration 97Q: 3 clusters Score -2.853541e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216599 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -28535414.000000 Penalty: 6098.947754
	Iteration 98Q: 3 clusters Score -2.853541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216622 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -28535374.000000 Penalty: 6098.947754
	Iteration 99Q: 3 clusters Score -2.853537e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216642 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -28535374.000000 Penalty: 6098.947754
	Iteration 100F: 3 clusters Score -2.853537e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216669 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -28535382.000000 Penalty: 6098.947754
	Iteration 101Q: 3 clusters Score -2.853538e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216693 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -28535382.000000 Penalty: 6098.947754
	Iteration 102Q: 3 clusters Score -2.853538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216716 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -28535422.000000 Penalty: 6098.947754
	Iteration 103Q: 3 clusters Score -2.853542e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216742 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -28535414.000000 Penalty: 6098.947754
	Iteration 104Q: 3 clusters Score -2.853541e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216760 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -28535426.000000 Penalty: 6098.947754
	Iteration 105Q: 3 clusters Score -2.853543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216778 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -28535414.000000 Penalty: 6098.947754
	Iteration 106Q: 3 clusters Score -2.853541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216794 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -28535420.000000 Penalty: 6098.947754
	Iteration 107Q: 3 clusters Score -2.853542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216812 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -28535444.000000 Penalty: 6098.947754
	Iteration 108Q: 3 clusters Score -2.853544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216826 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -28535460.000000 Penalty: 6098.947754
	Iteration 109Q: 3 clusters Score -2.853546e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216844 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -28535472.000000 Penalty: 6098.947754
	Iteration 110Q: 3 clusters Score -2.853547e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216857 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -28535462.000000 Penalty: 6098.947754
	Iteration 111Q: 3 clusters Score -2.853546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216871 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -28535460.000000 Penalty: 6098.947754
	Iteration 112Q: 3 clusters Score -2.853546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216883 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -28535480.000000 Penalty: 6098.947754
	Iteration 113Q: 3 clusters Score -2.853548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216900 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -28535474.000000 Penalty: 6098.947754
	Iteration 114Q: 3 clusters Score -2.853547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216910 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -28535458.000000 Penalty: 6098.947754
	Iteration 115Q: 3 clusters Score -2.853546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216924 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -28535476.000000 Penalty: 6098.947754
	Iteration 116Q: 3 clusters Score -2.853548e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216938 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -28535494.000000 Penalty: 6098.947754
	Iteration 117Q: 3 clusters Score -2.853549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216950 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -28535476.000000 Penalty: 6098.947754
	Iteration 118Q: 3 clusters Score -2.853548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216961 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -28535476.000000 Penalty: 6098.947754
	Iteration 119Q: 3 clusters Score -2.853548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216966 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -28535488.000000 Penalty: 6098.947754
	Iteration 120F: 3 clusters Score -2.853549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216974 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -28535470.000000 Penalty: 6098.947754
	Iteration 121Q: 3 clusters Score -2.853547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216979 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -28535460.000000 Penalty: 6098.947754
	Iteration 122Q: 3 clusters Score -2.853546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216984 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -28535460.000000 Penalty: 6098.947754
	Iteration 123Q: 3 clusters Score -2.853546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216989 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -28535458.000000 Penalty: 6098.947754
	Iteration 124Q: 3 clusters Score -2.853546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216996 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -28535468.000000 Penalty: 6098.947754
	Iteration 125Q: 3 clusters Score -2.853547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217002 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -28535466.000000 Penalty: 6098.947754
	Iteration 126Q: 3 clusters Score -2.853547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217003 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -28535474.000000 Penalty: 6098.947754
	Iteration 127Q: 3 clusters Score -2.853547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217003 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -28535474.000000 Penalty: 6098.947754
	Iteration 128F: 3 clusters Score -2.853547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -39392.414062 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -39392.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38094.492188 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -38094.49 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38445.714844 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -38445.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38615.613281 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -38615.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38744.828125 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -38744.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38881.371094 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -38881.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38975.175781 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -38975.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39009.511719 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -39009.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39050.781250 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -39050.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -39091.660156 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -39091.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39160.195312 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -39160.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39242.308594 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -39242.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39261.937500 Penalty: 2952.808594
	Iteration 11Q: 3 clusters Score -39261.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39291.191406 Penalty: 2952.808594
	Iteration 12Q: 3 clusters Score -39291.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39313.855469 Penalty: 2952.808594
	Iteration 13Q: 3 clusters Score -39313.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39328.328125 Penalty: 2952.808594
	Iteration 14Q: 3 clusters Score -39328.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39329.972656 Penalty: 2952.808594
	Iteration 15Q: 3 clusters Score -39329.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39329.972656 Penalty: 2952.808594
	Iteration 16F: 3 clusters Score -39329.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -59548.601562 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -59548.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -58054.687500 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -58054.69 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58191.875000 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -58191.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58230.667969 Penalty: 3072.425049
	Iteration 2Q: 3 clusters Score -58230.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58244.156250 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -58244.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58251.359375 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -58251.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58252.472656 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -58252.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58252.472656 Penalty: 3072.425049
	Iteration 6F: 3 clusters Score -58252.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Entering Unmasked Estep 
Score: -1488691.750000 Penalty: 2313.529053
	Iteration 0F: 2 clusters Score -1488692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1480205.000000 Penalty: 4627.058105
	Iteration 0F: 3 clusters Score -1480205 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1482767.000000 Penalty: 4627.058105
	Iteration 1F: 3 clusters Score -1482767 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1483071.000000 Penalty: 4627.058105
	Iteration 2F: 3 clusters Score -1483071 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1483265.250000 Penalty: 4627.058105
	Iteration 3Q: 3 clusters Score -1483265 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1483403.125000 Penalty: 4627.058105
	Iteration 4Q: 3 clusters Score -1483403 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1483500.000000 Penalty: 4627.058105
	Iteration 5Q: 3 clusters Score -1483500 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1483583.250000 Penalty: 4627.058105
	Iteration 6Q: 3 clusters Score -1483583 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1483659.625000 Penalty: 4627.058105
	Iteration 7Q: 3 clusters Score -1483660 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1483725.375000 Penalty: 4627.058105
	Iteration 8Q: 3 clusters Score -1483725 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1483777.125000 Penalty: 4627.058105
	Iteration 9Q: 3 clusters Score -1483777 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1483832.500000 Penalty: 4627.058105
	Iteration 10Q: 3 clusters Score -1483832 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1483885.125000 Penalty: 4627.058105
	Iteration 11Q: 3 clusters Score -1483885 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1483937.125000 Penalty: 4627.058105
	Iteration 12Q: 3 clusters Score -1483937 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1483995.000000 Penalty: 4627.058105
	Iteration 13Q: 3 clusters Score -1483995 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1484067.000000 Penalty: 4627.058105
	Iteration 14Q: 3 clusters Score -1484067 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1484137.875000 Penalty: 4627.058105
	Iteration 15Q: 3 clusters Score -1484138 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1484227.375000 Penalty: 4627.058105
	Iteration 16Q: 3 clusters Score -1484227 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1484319.125000 Penalty: 4627.058105
	Iteration 17Q: 3 clusters Score -1484319 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1484435.875000 Penalty: 4627.058105
	Iteration 18Q: 3 clusters Score -1484436 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1484585.250000 Penalty: 4627.058105
	Iteration 19Q: 3 clusters Score -1484585 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1484771.125000 Penalty: 4627.058105
	Iteration 20F: 3 clusters Score -1484771 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1485002.625000 Penalty: 4627.058105
	Iteration 21Q: 3 clusters Score -1485003 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1485265.000000 Penalty: 4627.058105
	Iteration 22Q: 3 clusters Score -1485265 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1485538.625000 Penalty: 4627.058105
	Iteration 23Q: 3 clusters Score -1485539 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1485793.000000 Penalty: 4627.058105
	Iteration 24Q: 3 clusters Score -1485793 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1485974.375000 Penalty: 4627.058105
	Iteration 25Q: 3 clusters Score -1485974 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1486137.750000 Penalty: 4627.058105
	Iteration 26Q: 3 clusters Score -1486138 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1486272.250000 Penalty: 4627.058105
	Iteration 27Q: 3 clusters Score -1486272 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1486375.625000 Penalty: 4627.058105
	Iteration 28Q: 3 clusters Score -1486376 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1486437.625000 Penalty: 4627.058105
	Iteration 29Q: 3 clusters Score -1486438 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1486489.875000 Penalty: 4627.058105
	Iteration 30Q: 3 clusters Score -1486490 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1486538.000000 Penalty: 4627.058105
	Iteration 31Q: 3 clusters Score -1486538 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1486579.500000 Penalty: 4627.058105
	Iteration 32Q: 3 clusters Score -1486580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1486626.625000 Penalty: 4627.058105
	Iteration 33Q: 3 clusters Score -1486627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1486659.250000 Penalty: 4627.058105
	Iteration 34Q: 3 clusters Score -1486659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1486682.000000 Penalty: 4627.058105
	Iteration 35Q: 3 clusters Score -1486682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1486700.000000 Penalty: 4627.058105
	Iteration 36Q: 3 clusters Score -1486700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1486723.625000 Penalty: 4627.058105
	Iteration 37Q: 3 clusters Score -1486724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1486729.500000 Penalty: 4627.058105
	Iteration 38Q: 3 clusters Score -1486730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1486735.750000 Penalty: 4627.058105
	Iteration 39Q: 3 clusters Score -1486736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1486738.500000 Penalty: 4627.058105
	Iteration 40F: 3 clusters Score -1486738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1486739.250000 Penalty: 4627.058105
	Iteration 41Q: 3 clusters Score -1486739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1486740.750000 Penalty: 4627.058105
	Iteration 42Q: 3 clusters Score -1486741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1486740.500000 Penalty: 4627.058105
	Iteration 43Q: 3 clusters Score -1486740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1486740.500000 Penalty: 4627.058105
	Iteration 44F: 3 clusters Score -1486740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -187373.296875 Penalty: 1832.305420
	Iteration 0F: 2 clusters Score -187373.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -185000.468750 Penalty: 3664.610840
	Iteration 0F: 3 clusters Score -185000.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -185481.734375 Penalty: 3664.610840
	Iteration 1F: 3 clusters Score -185481.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -185713.015625 Penalty: 3664.610840
	Iteration 2F: 3 clusters Score -185713 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -185841.187500 Penalty: 3664.610840
	Iteration 3F: 3 clusters Score -185841.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -185943.250000 Penalty: 3664.610840
	Iteration 4Q: 3 clusters Score -185943.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -186031.500000 Penalty: 3664.610840
	Iteration 5Q: 3 clusters Score -186031.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -186108.859375 Penalty: 3664.610840
	Iteration 6Q: 3 clusters Score -186108.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -186163.062500 Penalty: 3664.610840
	Iteration 7Q: 3 clusters Score -186163.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -186199.734375 Penalty: 3664.610840
	Iteration 8Q: 3 clusters Score -186199.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -186227.265625 Penalty: 3664.610840
	Iteration 9Q: 3 clusters Score -186227.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -186250.484375 Penalty: 3664.610840
	Iteration 10Q: 3 clusters Score -186250.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -186270.281250 Penalty: 3664.610840
	Iteration 11Q: 3 clusters Score -186270.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -186284.703125 Penalty: 3664.610840
	Iteration 12Q: 3 clusters Score -186284.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -186299.359375 Penalty: 3664.610840
	Iteration 13Q: 3 clusters Score -186299.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -186317.296875 Penalty: 3664.610840
	Iteration 14Q: 3 clusters Score -186317.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -186325.046875 Penalty: 3664.610840
	Iteration 15Q: 3 clusters Score -186325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -186330.515625 Penalty: 3664.610840
	Iteration 16Q: 3 clusters Score -186330.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -186332.750000 Penalty: 3664.610840
	Iteration 17Q: 3 clusters Score -186332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -186334.671875 Penalty: 3664.610840
	Iteration 18Q: 3 clusters Score -186334.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -186335.531250 Penalty: 3664.610840
	Iteration 19Q: 3 clusters Score -186335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -186335.531250 Penalty: 3664.610840
	Iteration 20F: 3 clusters Score -186335.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Entering Unmasked Estep 
Score: -1792092.500000 Penalty: 2362.237549
	Iteration 0F: 2 clusters Score -1792092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1782033.625000 Penalty: 4724.475098
	Iteration 0F: 3 clusters Score -1782034 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1785190.250000 Penalty: 4724.475098
	Iteration 1F: 3 clusters Score -1785190 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1785552.375000 Penalty: 4724.475098
	Iteration 2F: 3 clusters Score -1785552 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1785850.000000 Penalty: 4724.475098
	Iteration 3F: 3 clusters Score -1785850 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1786141.625000 Penalty: 4724.475098
	Iteration 4Q: 3 clusters Score -1786142 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1786442.625000 Penalty: 4724.475098
	Iteration 5Q: 3 clusters Score -1786443 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1786789.750000 Penalty: 4724.475098
	Iteration 6Q: 3 clusters Score -1786790 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1787222.875000 Penalty: 4724.475098
	Iteration 7Q: 3 clusters Score -1787223 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1787755.000000 Penalty: 4724.475098
	Iteration 8F: 3 clusters Score -1787755 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1788345.375000 Penalty: 4724.475098
	Iteration 9F: 3 clusters Score -1788345 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1788890.625000 Penalty: 4724.475098
	Iteration 10Q: 3 clusters Score -1788891 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1789407.500000 Penalty: 4724.475098
	Iteration 11Q: 3 clusters Score -1789408 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1789798.875000 Penalty: 4724.475098
	Iteration 12Q: 3 clusters Score -1789799 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1790076.250000 Penalty: 4724.475098
	Iteration 13Q: 3 clusters Score -1790076 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1790296.750000 Penalty: 4724.475098
	Iteration 14Q: 3 clusters Score -1790297 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1790490.875000 Penalty: 4724.475098
	Iteration 15Q: 3 clusters Score -1790491 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1790625.000000 Penalty: 4724.475098
	Iteration 16Q: 3 clusters Score -1790625 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1790727.625000 Penalty: 4724.475098
	Iteration 17Q: 3 clusters Score -1790728 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1790831.000000 Penalty: 4724.475098
	Iteration 18Q: 3 clusters Score -1790831 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1790930.500000 Penalty: 4724.475098
	Iteration 19Q: 3 clusters Score -1790930 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1791024.625000 Penalty: 4724.475098
	Iteration 20F: 3 clusters Score -1791025 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1791141.875000 Penalty: 4724.475098
	Iteration 21Q: 3 clusters Score -1791142 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1791267.500000 Penalty: 4724.475098
	Iteration 22Q: 3 clusters Score -1791268 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1791321.125000 Penalty: 4724.475098
	Iteration 23Q: 3 clusters Score -1791321 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1791356.250000 Penalty: 4724.475098
	Iteration 24Q: 3 clusters Score -1791356 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1791375.000000 Penalty: 4724.475098
	Iteration 25Q: 3 clusters Score -1791375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1791386.375000 Penalty: 4724.475098
	Iteration 26Q: 3 clusters Score -1791386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1791392.750000 Penalty: 4724.475098
	Iteration 27Q: 3 clusters Score -1791393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1791397.625000 Penalty: 4724.475098
	Iteration 28Q: 3 clusters Score -1791398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1791406.750000 Penalty: 4724.475098
	Iteration 29Q: 3 clusters Score -1791407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1791408.500000 Penalty: 4724.475098
	Iteration 30Q: 3 clusters Score -1791408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1791409.000000 Penalty: 4724.475098
	Iteration 31Q: 3 clusters Score -1791409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1791412.625000 Penalty: 4724.475098
	Iteration 32Q: 3 clusters Score -1791413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1791413.625000 Penalty: 4724.475098
	Iteration 33Q: 3 clusters Score -1791414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1791412.625000 Penalty: 4724.475098
	Iteration 34Q: 3 clusters Score -1791413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1791413.875000 Penalty: 4724.475098
	Iteration 35Q: 3 clusters Score -1791414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1791413.875000 Penalty: 4724.475098
	Iteration 36F: 3 clusters Score -1791414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Entering Unmasked Estep 
Score: -933912.562500 Penalty: 2200.689453
	Iteration 0F: 2 clusters Score -933912.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -928062.875000 Penalty: 4401.378906
	Iteration 0F: 3 clusters Score -928062.9 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -929563.000000 Penalty: 4401.378906
	Iteration 1F: 3 clusters Score -929563 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -929801.375000 Penalty: 4401.378906
	Iteration 2F: 3 clusters Score -929801.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -929949.125000 Penalty: 4401.378906
	Iteration 3Q: 3 clusters Score -929949.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -930054.937500 Penalty: 4401.378906
	Iteration 4Q: 3 clusters Score -930054.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -930150.687500 Penalty: 4401.378906
	Iteration 5Q: 3 clusters Score -930150.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -930241.437500 Penalty: 4401.378906
	Iteration 6Q: 3 clusters Score -930241.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -930338.375000 Penalty: 4401.378906
	Iteration 7Q: 3 clusters Score -930338.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -930438.625000 Penalty: 4401.378906
	Iteration 8Q: 3 clusters Score -930438.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -930546.625000 Penalty: 4401.378906
	Iteration 9Q: 3 clusters Score -930546.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -930660.625000 Penalty: 4401.378906
	Iteration 10Q: 3 clusters Score -930660.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -930789.875000 Penalty: 4401.378906
	Iteration 11Q: 3 clusters Score -930789.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -930931.937500 Penalty: 4401.378906
	Iteration 12Q: 3 clusters Score -930931.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -931070.062500 Penalty: 4401.378906
	Iteration 13Q: 3 clusters Score -931070.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -931241.062500 Penalty: 4401.378906
	Iteration 14Q: 3 clusters Score -931241.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -931405.125000 Penalty: 4401.378906
	Iteration 15Q: 3 clusters Score -931405.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -931535.375000 Penalty: 4401.378906
	Iteration 16Q: 3 clusters Score -931535.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -931647.875000 Penalty: 4401.378906
	Iteration 17Q: 3 clusters Score -931647.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -931733.812500 Penalty: 4401.378906
	Iteration 18Q: 3 clusters Score -931733.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -931798.312500 Penalty: 4401.378906
	Iteration 19Q: 3 clusters Score -931798.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -931843.750000 Penalty: 4401.378906
	Iteration 20F: 3 clusters Score -931843.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -931870.312500 Penalty: 4401.378906
	Iteration 21Q: 3 clusters Score -931870.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -931890.250000 Penalty: 4401.378906
	Iteration 22Q: 3 clusters Score -931890.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -931915.437500 Penalty: 4401.378906
	Iteration 23Q: 3 clusters Score -931915.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -931941.937500 Penalty: 4401.378906
	Iteration 24Q: 3 clusters Score -931941.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -931965.875000 Penalty: 4401.378906
	Iteration 25Q: 3 clusters Score -931965.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -931981.437500 Penalty: 4401.378906
	Iteration 26Q: 3 clusters Score -931981.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -931993.375000 Penalty: 4401.378906
	Iteration 27Q: 3 clusters Score -931993.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -932002.750000 Penalty: 4401.378906
	Iteration 28Q: 3 clusters Score -932002.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -932010.187500 Penalty: 4401.378906
	Iteration 29Q: 3 clusters Score -932010.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -932016.500000 Penalty: 4401.378906
	Iteration 30Q: 3 clusters Score -932016.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -932023.187500 Penalty: 4401.378906
	Iteration 31Q: 3 clusters Score -932023.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -932027.500000 Penalty: 4401.378906
	Iteration 32Q: 3 clusters Score -932027.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -932032.375000 Penalty: 4401.378906
	Iteration 33Q: 3 clusters Score -932032.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -932035.250000 Penalty: 4401.378906
	Iteration 34Q: 3 clusters Score -932035.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -932035.562500 Penalty: 4401.378906
	Iteration 35Q: 3 clusters Score -932035.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -932034.937500 Penalty: 4401.378906
	Iteration 36Q: 3 clusters Score -932034.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -932041.937500 Penalty: 4401.378906
	Iteration 37Q: 3 clusters Score -932041.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -932046.687500 Penalty: 4401.378906
	Iteration 38Q: 3 clusters Score -932046.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -932051.937500 Penalty: 4401.378906
	Iteration 39Q: 3 clusters Score -932051.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -932054.500000 Penalty: 4401.378906
	Iteration 40F: 3 clusters Score -932054.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -932057.875000 Penalty: 4401.378906
	Iteration 41Q: 3 clusters Score -932057.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -932057.875000 Penalty: 4401.378906
	Iteration 42F: 3 clusters Score -932057.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Entering Unmasked Estep 
Score: -861460.312500 Penalty: 2190.987793
	Iteration 0F: 2 clusters Score -861460.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -855755.500000 Penalty: 4381.975586
	Iteration 0F: 3 clusters Score -855755.5 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -857220.375000 Penalty: 4381.975586
	Iteration 1F: 3 clusters Score -857220.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -857433.250000 Penalty: 4381.975586
	Iteration 2F: 3 clusters Score -857433.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -857576.875000 Penalty: 4381.975586
	Iteration 3Q: 3 clusters Score -857576.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -857681.000000 Penalty: 4381.975586
	Iteration 4Q: 3 clusters Score -857681 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -857749.250000 Penalty: 4381.975586
	Iteration 5Q: 3 clusters Score -857749.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -857800.750000 Penalty: 4381.975586
	Iteration 6Q: 3 clusters Score -857800.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -857845.375000 Penalty: 4381.975586
	Iteration 7Q: 3 clusters Score -857845.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -857889.125000 Penalty: 4381.975586
	Iteration 8Q: 3 clusters Score -857889.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -857947.375000 Penalty: 4381.975586
	Iteration 9Q: 3 clusters Score -857947.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -858015.625000 Penalty: 4381.975586
	Iteration 10Q: 3 clusters Score -858015.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -858101.625000 Penalty: 4381.975586
	Iteration 11Q: 3 clusters Score -858101.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -858240.125000 Penalty: 4381.975586
	Iteration 12Q: 3 clusters Score -858240.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -858454.875000 Penalty: 4381.975586
	Iteration 13Q: 3 clusters Score -858454.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -858752.312500 Penalty: 4381.975586
	Iteration 14F: 3 clusters Score -858752.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -859038.625000 Penalty: 4381.975586
	Iteration 15F: 3 clusters Score -859038.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -859330.500000 Penalty: 4381.975586
	Iteration 16Q: 3 clusters Score -859330.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -859588.375000 Penalty: 4381.975586
	Iteration 17Q: 3 clusters Score -859588.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -859768.750000 Penalty: 4381.975586
	Iteration 18Q: 3 clusters Score -859768.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -859904.500000 Penalty: 4381.975586
	Iteration 19Q: 3 clusters Score -859904.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -860041.562500 Penalty: 4381.975586
	Iteration 20F: 3 clusters Score -860041.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -860131.312500 Penalty: 4381.975586
	Iteration 21Q: 3 clusters Score -860131.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -860181.687500 Penalty: 4381.975586
	Iteration 22Q: 3 clusters Score -860181.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -860209.500000 Penalty: 4381.975586
	Iteration 23Q: 3 clusters Score -860209.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -860228.187500 Penalty: 4381.975586
	Iteration 24Q: 3 clusters Score -860228.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -860246.875000 Penalty: 4381.975586
	Iteration 25Q: 3 clusters Score -860246.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -860255.812500 Penalty: 4381.975586
	Iteration 26Q: 3 clusters Score -860255.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -860264.312500 Penalty: 4381.975586
	Iteration 27Q: 3 clusters Score -860264.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -860272.437500 Penalty: 4381.975586
	Iteration 28Q: 3 clusters Score -860272.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -860275.125000 Penalty: 4381.975586
	Iteration 29Q: 3 clusters Score -860275.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -860279.375000 Penalty: 4381.975586
	Iteration 30Q: 3 clusters Score -860279.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -860281.062500 Penalty: 4381.975586
	Iteration 31Q: 3 clusters Score -860281.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -860283.062500 Penalty: 4381.975586
	Iteration 32Q: 3 clusters Score -860283.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -860285.437500 Penalty: 4381.975586
	Iteration 33Q: 3 clusters Score -860285.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -860286.875000 Penalty: 4381.975586
	Iteration 34Q: 3 clusters Score -860286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -860291.000000 Penalty: 4381.975586
	Iteration 35Q: 3 clusters Score -860291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -860290.937500 Penalty: 4381.975586
	Iteration 36Q: 3 clusters Score -860290.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -860290.937500 Penalty: 4381.975586
	Iteration 37F: 3 clusters Score -860290.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Entering Unmasked Estep 
Score: -3170111.750000 Penalty: 2524.654541
	Iteration 0F: 2 clusters Score -3170112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3152021.000000 Penalty: 5049.309082
	Iteration 0F: 3 clusters Score -3152021 nChanged 11812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -3158910.250000 Penalty: 5049.309082
	Iteration 1F: 3 clusters Score -3158910 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3159902.000000 Penalty: 5049.309082
	Iteration 2F: 3 clusters Score -3159902 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3161053.750000 Penalty: 5049.309082
	Iteration 3F: 3 clusters Score -3161054 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3162267.000000 Penalty: 5049.309082
	Iteration 4F: 3 clusters Score -3162267 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -3163236.500000 Penalty: 5049.309082
	Iteration 5F: 3 clusters Score -3163236 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -3164060.500000 Penalty: 5049.309082
	Iteration 6F: 3 clusters Score -3164060 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3164576.250000 Penalty: 5049.309082
	Iteration 7Q: 3 clusters Score -3164576 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3164963.250000 Penalty: 5049.309082
	Iteration 8Q: 3 clusters Score -3164963 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -3165228.000000 Penalty: 5049.309082
	Iteration 9Q: 3 clusters Score -3165228 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3165486.250000 Penalty: 5049.309082
	Iteration 10Q: 3 clusters Score -3165486 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -3165715.250000 Penalty: 5049.309082
	Iteration 11Q: 3 clusters Score -3165715 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3165967.500000 Penalty: 5049.309082
	Iteration 12Q: 3 clusters Score -3165968 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -3166249.500000 Penalty: 5049.309082
	Iteration 13Q: 3 clusters Score -3166250 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3166574.750000 Penalty: 5049.309082
	Iteration 14Q: 3 clusters Score -3166575 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3166873.250000 Penalty: 5049.309082
	Iteration 15Q: 3 clusters Score -3166873 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -3167154.000000 Penalty: 5049.309082
	Iteration 16Q: 3 clusters Score -3167154 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3167416.250000 Penalty: 5049.309082
	Iteration 17Q: 3 clusters Score -3167416 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3167637.500000 Penalty: 5049.309082
	Iteration 18Q: 3 clusters Score -3167638 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3167857.500000 Penalty: 5049.309082
	Iteration 19Q: 3 clusters Score -3167858 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3168018.500000 Penalty: 5049.309082
	Iteration 20F: 3 clusters Score -3168018 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3168130.750000 Penalty: 5049.309082
	Iteration 21Q: 3 clusters Score -3168131 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3168197.750000 Penalty: 5049.309082
	Iteration 22Q: 3 clusters Score -3168198 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3168239.750000 Penalty: 5049.309082
	Iteration 23Q: 3 clusters Score -3168240 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3168279.000000 Penalty: 5049.309082
	Iteration 24Q: 3 clusters Score -3168279 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3168310.250000 Penalty: 5049.309082
	Iteration 25Q: 3 clusters Score -3168310 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3168339.250000 Penalty: 5049.309082
	Iteration 26Q: 3 clusters Score -3168339 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3168349.500000 Penalty: 5049.309082
	Iteration 27Q: 3 clusters Score -3168350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3168361.750000 Penalty: 5049.309082
	Iteration 28Q: 3 clusters Score -3168362 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3168371.750000 Penalty: 5049.309082
	Iteration 29Q: 3 clusters Score -3168372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3168382.250000 Penalty: 5049.309082
	Iteration 30Q: 3 clusters Score -3168382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3168393.250000 Penalty: 5049.309082
	Iteration 31Q: 3 clusters Score -3168393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3168391.250000 Penalty: 5049.309082
	Iteration 32Q: 3 clusters Score -3168391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3168399.250000 Penalty: 5049.309082
	Iteration 33Q: 3 clusters Score -3168399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3168404.250000 Penalty: 5049.309082
	Iteration 34Q: 3 clusters Score -3168404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3168411.500000 Penalty: 5049.309082
	Iteration 35Q: 3 clusters Score -3168412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3168417.750000 Penalty: 5049.309082
	Iteration 36Q: 3 clusters Score -3168418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3168427.750000 Penalty: 5049.309082
	Iteration 37Q: 3 clusters Score -3168428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3168431.500000 Penalty: 5049.309082
	Iteration 38Q: 3 clusters Score -3168432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3168438.500000 Penalty: 5049.309082
	Iteration 39Q: 3 clusters Score -3168438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3168443.500000 Penalty: 5049.309082
	Iteration 40F: 3 clusters Score -3168444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3168448.000000 Penalty: 5049.309082
	Iteration 41Q: 3 clusters Score -3168448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3168454.000000 Penalty: 5049.309082
	Iteration 42Q: 3 clusters Score -3168454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3168459.750000 Penalty: 5049.309082
	Iteration 43Q: 3 clusters Score -3168460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3168458.250000 Penalty: 5049.309082
	Iteration 44Q: 3 clusters Score -3168458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3168459.500000 Penalty: 5049.309082
	Iteration 45Q: 3 clusters Score -3168460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3168459.500000 Penalty: 5049.309082
	Iteration 46Q: 3 clusters Score -3168460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3168463.750000 Penalty: 5049.309082
	Iteration 47Q: 3 clusters Score -3168464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3168464.500000 Penalty: 5049.309082
	Iteration 48Q: 3 clusters Score -3168464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3168471.250000 Penalty: 5049.309082
	Iteration 49Q: 3 clusters Score -3168471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3168474.750000 Penalty: 5049.309082
	Iteration 50Q: 3 clusters Score -3168475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3168480.000000 Penalty: 5049.309082
	Iteration 51Q: 3 clusters Score -3168480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3168481.250000 Penalty: 5049.309082
	Iteration 52Q: 3 clusters Score -3168481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3168481.750000 Penalty: 5049.309082
	Iteration 53Q: 3 clusters Score -3168482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3168488.250000 Penalty: 5049.309082
	Iteration 54Q: 3 clusters Score -3168488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3168491.750000 Penalty: 5049.309082
	Iteration 55Q: 3 clusters Score -3168492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3168488.500000 Penalty: 5049.309082
	Iteration 56Q: 3 clusters Score -3168488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3168493.250000 Penalty: 5049.309082
	Iteration 57Q: 3 clusters Score -3168493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3168487.500000 Penalty: 5049.309082
	Iteration 58Q: 3 clusters Score -3168488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3168492.500000 Penalty: 5049.309082
	Iteration 59Q: 3 clusters Score -3168492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3168492.000000 Penalty: 5049.309082
	Iteration 60F: 3 clusters Score -3168492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3168491.000000 Penalty: 5049.309082
	Iteration 61Q: 3 clusters Score -3168491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3168492.500000 Penalty: 5049.309082
	Iteration 62Q: 3 clusters Score -3168492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3168493.250000 Penalty: 5049.309082
	Iteration 63Q: 3 clusters Score -3168493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3168496.500000 Penalty: 5049.309082
	Iteration 64Q: 3 clusters Score -3168496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3168498.000000 Penalty: 5049.309082
	Iteration 65Q: 3 clusters Score -3168498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3168496.750000 Penalty: 5049.309082
	Iteration 66Q: 3 clusters Score -3168497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3168501.250000 Penalty: 5049.309082
	Iteration 67Q: 3 clusters Score -3168501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3168503.000000 Penalty: 5049.309082
	Iteration 68Q: 3 clusters Score -3168503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3168502.250000 Penalty: 5049.309082
	Iteration 69Q: 3 clusters Score -3168502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3168507.750000 Penalty: 5049.309082
	Iteration 70Q: 3 clusters Score -3168508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3168508.000000 Penalty: 5049.309082
	Iteration 71Q: 3 clusters Score -3168508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3168508.750000 Penalty: 5049.309082
	Iteration 72Q: 3 clusters Score -3168509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3168510.750000 Penalty: 5049.309082
	Iteration 73Q: 3 clusters Score -3168511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3168510.500000 Penalty: 5049.309082
	Iteration 74Q: 3 clusters Score -3168510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3168511.750000 Penalty: 5049.309082
	Iteration 75Q: 3 clusters Score -3168512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3168509.750000 Penalty: 5049.309082
	Iteration 76Q: 3 clusters Score -3168510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3168512.750000 Penalty: 5049.309082
	Iteration 77Q: 3 clusters Score -3168513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3168512.750000 Penalty: 5049.309082
	Iteration 78F: 3 clusters Score -3168513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Entering Unmasked Estep 
Score: -4275067.500000 Penalty: 2589.195068
	Iteration 0F: 2 clusters Score -4275068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -4251820.500000 Penalty: 5178.390137
	Iteration 0F: 3 clusters Score -4251820 nChanged 15498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -4260430.000000 Penalty: 5178.390137
	Iteration 1F: 3 clusters Score -4260430 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -4261162.000000 Penalty: 5178.390137
	Iteration 2F: 3 clusters Score -4261162 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -4262134.500000 Penalty: 5178.390137
	Iteration 3F: 3 clusters Score -4262134 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -4263316.000000 Penalty: 5178.390137
	Iteration 4F: 3 clusters Score -4263316 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -4264679.000000 Penalty: 5178.390137
	Iteration 5F: 3 clusters Score -4264679 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -4265946.000000 Penalty: 5178.390137
	Iteration 6F: 3 clusters Score -4265946 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -4266989.000000 Penalty: 5178.390137
	Iteration 7F: 3 clusters Score -4266989 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -4267639.000000 Penalty: 5178.390137
	Iteration 8Q: 3 clusters Score -4267639 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -4268075.000000 Penalty: 5178.390137
	Iteration 9Q: 3 clusters Score -4268075 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -4268307.000000 Penalty: 5178.390137
	Iteration 10Q: 3 clusters Score -4268307 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4268442.500000 Penalty: 5178.390137
	Iteration 11Q: 3 clusters Score -4268442 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -4268532.000000 Penalty: 5178.390137
	Iteration 12Q: 3 clusters Score -4268532 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -4268598.500000 Penalty: 5178.390137
	Iteration 13Q: 3 clusters Score -4268598 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -4268643.000000 Penalty: 5178.390137
	Iteration 14Q: 3 clusters Score -4268643 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -4268712.000000 Penalty: 5178.390137
	Iteration 15Q: 3 clusters Score -4268712 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -4268748.000000 Penalty: 5178.390137
	Iteration 16Q: 3 clusters Score -4268748 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -4268780.000000 Penalty: 5178.390137
	Iteration 17Q: 3 clusters Score -4268780 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -4268836.000000 Penalty: 5178.390137
	Iteration 18Q: 3 clusters Score -4268836 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -4268885.000000 Penalty: 5178.390137
	Iteration 19Q: 3 clusters Score -4268885 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -4268946.500000 Penalty: 5178.390137
	Iteration 20F: 3 clusters Score -4268946 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -4268996.500000 Penalty: 5178.390137
	Iteration 21Q: 3 clusters Score -4268996 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -4269094.000000 Penalty: 5178.390137
	Iteration 22Q: 3 clusters Score -4269094 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -4269188.500000 Penalty: 5178.390137
	Iteration 23Q: 3 clusters Score -4269188 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -4269314.500000 Penalty: 5178.390137
	Iteration 24Q: 3 clusters Score -4269314 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -4269455.500000 Penalty: 5178.390137
	Iteration 25Q: 3 clusters Score -4269456 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -4269635.500000 Penalty: 5178.390137
	Iteration 26Q: 3 clusters Score -4269636 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -4269898.000000 Penalty: 5178.390137
	Iteration 27Q: 3 clusters Score -4269898 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -4270177.000000 Penalty: 5178.390137
	Iteration 28Q: 3 clusters Score -4270177 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -4270460.500000 Penalty: 5178.390137
	Iteration 29Q: 3 clusters Score -4270460 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -4270835.000000 Penalty: 5178.390137
	Iteration 30Q: 3 clusters Score -4270835 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -4271235.500000 Penalty: 5178.390137
	Iteration 31Q: 3 clusters Score -4271236 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -4271669.000000 Penalty: 5178.390137
	Iteration 32Q: 3 clusters Score -4271669 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -4272124.000000 Penalty: 5178.390137
	Iteration 33Q: 3 clusters Score -4272124 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -4272509.000000 Penalty: 5178.390137
	Iteration 34Q: 3 clusters Score -4272509 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -4272775.500000 Penalty: 5178.390137
	Iteration 35Q: 3 clusters Score -4272776 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -4272960.000000 Penalty: 5178.390137
	Iteration 36Q: 3 clusters Score -4272960 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -4273081.500000 Penalty: 5178.390137
	Iteration 37Q: 3 clusters Score -4273082 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -4273192.500000 Penalty: 5178.390137
	Iteration 38Q: 3 clusters Score -4273192 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -4273288.000000 Penalty: 5178.390137
	Iteration 39Q: 3 clusters Score -4273288 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -4273343.500000 Penalty: 5178.390137
	Iteration 40F: 3 clusters Score -4273344 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4273390.500000 Penalty: 5178.390137
	Iteration 41Q: 3 clusters Score -4273390 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -4273413.000000 Penalty: 5178.390137
	Iteration 42Q: 3 clusters Score -4273413 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -4273459.000000 Penalty: 5178.390137
	Iteration 43Q: 3 clusters Score -4273459 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -4273483.500000 Penalty: 5178.390137
	Iteration 44Q: 3 clusters Score -4273484 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -4273504.500000 Penalty: 5178.390137
	Iteration 45Q: 3 clusters Score -4273504 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -4273522.500000 Penalty: 5178.390137
	Iteration 46Q: 3 clusters Score -4273522 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -4273542.000000 Penalty: 5178.390137
	Iteration 47Q: 3 clusters Score -4273542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -4273560.500000 Penalty: 5178.390137
	Iteration 48Q: 3 clusters Score -4273560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -4273571.000000 Penalty: 5178.390137
	Iteration 49Q: 3 clusters Score -4273571 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -4273586.500000 Penalty: 5178.390137
	Iteration 50Q: 3 clusters Score -4273586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -4273588.000000 Penalty: 5178.390137
	Iteration 51Q: 3 clusters Score -4273588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -4273605.000000 Penalty: 5178.390137
	Iteration 52Q: 3 clusters Score -4273605 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -4273614.000000 Penalty: 5178.390137
	Iteration 53Q: 3 clusters Score -4273614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -4273618.500000 Penalty: 5178.390137
	Iteration 54Q: 3 clusters Score -4273618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -4273631.000000 Penalty: 5178.390137
	Iteration 55Q: 3 clusters Score -4273631 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -4273646.500000 Penalty: 5178.390137
	Iteration 56Q: 3 clusters Score -4273646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -4273672.000000 Penalty: 5178.390137
	Iteration 57Q: 3 clusters Score -4273672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -4273697.000000 Penalty: 5178.390137
	Iteration 58Q: 3 clusters Score -4273697 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -4273721.000000 Penalty: 5178.390137
	Iteration 59Q: 3 clusters Score -4273721 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -4273761.000000 Penalty: 5178.390137
	Iteration 60F: 3 clusters Score -4273761 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -4273826.000000 Penalty: 5178.390137
	Iteration 61Q: 3 clusters Score -4273826 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -4273962.000000 Penalty: 5178.390137
	Iteration 62Q: 3 clusters Score -4273962 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -4274135.000000 Penalty: 5178.390137
	Iteration 63Q: 3 clusters Score -4274135 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -4274228.500000 Penalty: 5178.390137
	Iteration 64Q: 3 clusters Score -4274228 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -4274249.000000 Penalty: 5178.390137
	Iteration 65Q: 3 clusters Score -4274249 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -4274260.500000 Penalty: 5178.390137
	Iteration 66Q: 3 clusters Score -4274260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -4274263.500000 Penalty: 5178.390137
	Iteration 67Q: 3 clusters Score -4274264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -4274260.000000 Penalty: 5178.390137
	Iteration 68Q: 3 clusters Score -4274260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -4274263.500000 Penalty: 5178.390137
	Iteration 69Q: 3 clusters Score -4274264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -4274268.500000 Penalty: 5178.390137
	Iteration 70Q: 3 clusters Score -4274268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -4274276.000000 Penalty: 5178.390137
	Iteration 71Q: 3 clusters Score -4274276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -4274276.500000 Penalty: 5178.390137
	Iteration 72Q: 3 clusters Score -4274276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -4274282.500000 Penalty: 5178.390137
	Iteration 73Q: 3 clusters Score -4274282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -4274281.000000 Penalty: 5178.390137
	Iteration 74Q: 3 clusters Score -4274281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -4274281.500000 Penalty: 5178.390137
	Iteration 75Q: 3 clusters Score -4274282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -4274282.000000 Penalty: 5178.390137
	Iteration 76Q: 3 clusters Score -4274282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -4274278.500000 Penalty: 5178.390137
	Iteration 77Q: 3 clusters Score -4274278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -4274275.000000 Penalty: 5178.390137
	Iteration 78Q: 3 clusters Score -4274275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -4274278.000000 Penalty: 5178.390137
	Iteration 79Q: 3 clusters Score -4274278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -4274276.000000 Penalty: 5178.390137
	Iteration 80F: 3 clusters Score -4274276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -4274278.500000 Penalty: 5178.390137
	Iteration 81Q: 3 clusters Score -4274278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -4274278.500000 Penalty: 5178.390137
	Iteration 82F: 3 clusters Score -4274278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Entering Unmasked Estep 
Score: -1020751.937500 Penalty: 2218.959229
	Iteration 0F: 2 clusters Score -1020752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1014601.875000 Penalty: 4437.918457
	Iteration 0F: 3 clusters Score -1014602 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1016243.125000 Penalty: 4437.918457
	Iteration 1F: 3 clusters Score -1016243 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1016480.625000 Penalty: 4437.918457
	Iteration 2F: 3 clusters Score -1016481 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1016647.000000 Penalty: 4437.918457
	Iteration 3Q: 3 clusters Score -1016647 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1016774.437500 Penalty: 4437.918457
	Iteration 4Q: 3 clusters Score -1016774 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1016868.000000 Penalty: 4437.918457
	Iteration 5Q: 3 clusters Score -1016868 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1016951.000000 Penalty: 4437.918457
	Iteration 6Q: 3 clusters Score -1016951 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1017019.812500 Penalty: 4437.918457
	Iteration 7Q: 3 clusters Score -1017020 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1017088.187500 Penalty: 4437.918457
	Iteration 8Q: 3 clusters Score -1017088 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1017171.250000 Penalty: 4437.918457
	Iteration 9Q: 3 clusters Score -1017171 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1017263.687500 Penalty: 4437.918457
	Iteration 10Q: 3 clusters Score -1017264 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1017357.687500 Penalty: 4437.918457
	Iteration 11Q: 3 clusters Score -1017358 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1017465.750000 Penalty: 4437.918457
	Iteration 12Q: 3 clusters Score -1017466 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1017590.000000 Penalty: 4437.918457
	Iteration 13Q: 3 clusters Score -1017590 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1017773.500000 Penalty: 4437.918457
	Iteration 14Q: 3 clusters Score -1017774 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1017993.312500 Penalty: 4437.918457
	Iteration 15Q: 3 clusters Score -1017993 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1018205.562500 Penalty: 4437.918457
	Iteration 16Q: 3 clusters Score -1018206 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1018380.562500 Penalty: 4437.918457
	Iteration 17Q: 3 clusters Score -1018381 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1018503.125000 Penalty: 4437.918457
	Iteration 18Q: 3 clusters Score -1018503 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1018608.062500 Penalty: 4437.918457
	Iteration 19Q: 3 clusters Score -1018608 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1018695.250000 Penalty: 4437.918457
	Iteration 20F: 3 clusters Score -1018695 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1018755.437500 Penalty: 4437.918457
	Iteration 21Q: 3 clusters Score -1018755 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1018798.312500 Penalty: 4437.918457
	Iteration 22Q: 3 clusters Score -1018798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1018830.000000 Penalty: 4437.918457
	Iteration 23Q: 3 clusters Score -1018830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1018848.937500 Penalty: 4437.918457
	Iteration 24Q: 3 clusters Score -1018849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1018861.500000 Penalty: 4437.918457
	Iteration 25Q: 3 clusters Score -1018862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1018875.812500 Penalty: 4437.918457
	Iteration 26Q: 3 clusters Score -1018876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1018882.500000 Penalty: 4437.918457
	Iteration 27Q: 3 clusters Score -1018882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1018885.625000 Penalty: 4437.918457
	Iteration 28Q: 3 clusters Score -1018886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1018892.500000 Penalty: 4437.918457
	Iteration 29Q: 3 clusters Score -1018892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1018898.875000 Penalty: 4437.918457
	Iteration 30Q: 3 clusters Score -1018899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1018900.125000 Penalty: 4437.918457
	Iteration 31Q: 3 clusters Score -1018900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1018903.312500 Penalty: 4437.918457
	Iteration 32Q: 3 clusters Score -1018903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1018906.500000 Penalty: 4437.918457
	Iteration 33Q: 3 clusters Score -1018906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1018908.625000 Penalty: 4437.918457
	Iteration 34Q: 3 clusters Score -1018909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1018910.375000 Penalty: 4437.918457
	Iteration 35Q: 3 clusters Score -1018910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1018913.187500 Penalty: 4437.918457
	Iteration 36Q: 3 clusters Score -1018913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1018913.687500 Penalty: 4437.918457
	Iteration 37Q: 3 clusters Score -1018914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1018914.312500 Penalty: 4437.918457
	Iteration 38Q: 3 clusters Score -1018914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1018916.812500 Penalty: 4437.918457
	Iteration 39Q: 3 clusters Score -1018917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1018919.187500 Penalty: 4437.918457
	Iteration 40F: 3 clusters Score -1018919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1018920.562500 Penalty: 4437.918457
	Iteration 41Q: 3 clusters Score -1018921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1018920.562500 Penalty: 4437.918457
	Iteration 42F: 3 clusters Score -1018921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (59548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Entering Unmasked Estep 
Score: -7619845.500000 Penalty: 2726.645508
	Iteration 0F: 2 clusters Score -7619846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -7579826.000000 Penalty: 5453.291016
	Iteration 0F: 3 clusters Score -7579826 nChanged 27628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -7595390.000000 Penalty: 5453.291016
	Iteration 1F: 3 clusters Score -7595390 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -7596018.000000 Penalty: 5453.291016
	Iteration 2Q: 3 clusters Score -7596018 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -7596714.000000 Penalty: 5453.291016
	Iteration 3Q: 3 clusters Score -7596714 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -7597653.000000 Penalty: 5453.291016
	Iteration 4Q: 3 clusters Score -7597653 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -7598740.500000 Penalty: 5453.291016
	Iteration 5Q: 3 clusters Score -7598740 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -7600094.500000 Penalty: 5453.291016
	Iteration 6Q: 3 clusters Score -7600094 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -7601845.000000 Penalty: 5453.291016
	Iteration 7F: 3 clusters Score -7601845 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -7603883.500000 Penalty: 5453.291016
	Iteration 8F: 3 clusters Score -7603884 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -7606263.500000 Penalty: 5453.291016
	Iteration 9F: 3 clusters Score -7606264 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -7608640.000000 Penalty: 5453.291016
	Iteration 10F: 3 clusters Score -7608640 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -7610998.000000 Penalty: 5453.291016
	Iteration 11F: 3 clusters Score -7610998 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -7613464.500000 Penalty: 5453.291016
	Iteration 12Q: 3 clusters Score -7613464 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 57297 members 
Entering Unmasked Estep 
Score: -7615426.000000 Penalty: 5453.291016
	Iteration 13Q: 3 clusters Score -7615426 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
Score: -7616580.000000 Penalty: 5453.291016
	Iteration 14Q: 3 clusters Score -7616580 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -7617098.500000 Penalty: 5453.291016
	Iteration 15Q: 3 clusters Score -7617098 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 59002 members 
Entering Unmasked Estep 
Score: -7617277.500000 Penalty: 5453.291016
	Iteration 16Q: 3 clusters Score -7617278 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
Score: -7617374.500000 Penalty: 5453.291016
	Iteration 17Q: 3 clusters Score -7617374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 59101 members 
Entering Unmasked Estep 
Score: -7617447.000000 Penalty: 5453.291016
	Iteration 18Q: 3 clusters Score -7617447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 59115 members 
Entering Unmasked Estep 
Score: -7617491.500000 Penalty: 5453.291016
	Iteration 19Q: 3 clusters Score -7617492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -7617515.000000 Penalty: 5453.291016
	Iteration 20F: 3 clusters Score -7617515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 59122 members 
Entering Unmasked Estep 
Score: -7617527.500000 Penalty: 5453.291016
	Iteration 21Q: 3 clusters Score -7617528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 59122 members 
Entering Unmasked Estep 
Score: -7617542.500000 Penalty: 5453.291016
	Iteration 22Q: 3 clusters Score -7617542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 59128 members 
Entering Unmasked Estep 
Score: -7617551.500000 Penalty: 5453.291016
	Iteration 23Q: 3 clusters Score -7617552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 59129 members 
Entering Unmasked Estep 
Score: -7617560.000000 Penalty: 5453.291016
	Iteration 24Q: 3 clusters Score -7617560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 59129 members 
Entering Unmasked Estep 
Score: -7617566.500000 Penalty: 5453.291016
	Iteration 25Q: 3 clusters Score -7617566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -7617564.500000 Penalty: 5453.291016
	Iteration 26Q: 3 clusters Score -7617564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -7617575.000000 Penalty: 5453.291016
	Iteration 27Q: 3 clusters Score -7617575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -7617570.000000 Penalty: 5453.291016
	Iteration 28Q: 3 clusters Score -7617570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -7617573.000000 Penalty: 5453.291016
	Iteration 29Q: 3 clusters Score -7617573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -7617572.500000 Penalty: 5453.291016
	Iteration 30Q: 3 clusters Score -7617572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 59133 members 
Entering Unmasked Estep 
Score: -7617572.500000 Penalty: 5453.291016
	Iteration 31F: 3 clusters Score -7617572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -296852.250000 Penalty: 1925.123779
	Iteration 0F: 2 clusters Score -296852.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -294017.000000 Penalty: 3850.247559
	Iteration 0F: 3 clusters Score -294017 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -294565.625000 Penalty: 3850.247559
	Iteration 1F: 3 clusters Score -294565.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -294723.406250 Penalty: 3850.247559
	Iteration 2F: 3 clusters Score -294723.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -294824.156250 Penalty: 3850.247559
	Iteration 3Q: 3 clusters Score -294824.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -294891.406250 Penalty: 3850.247559
	Iteration 4Q: 3 clusters Score -294891.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -294938.875000 Penalty: 3850.247559
	Iteration 5Q: 3 clusters Score -294938.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -294978.343750 Penalty: 3850.247559
	Iteration 6Q: 3 clusters Score -294978.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -295004.875000 Penalty: 3850.247559
	Iteration 7Q: 3 clusters Score -295004.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -295034.500000 Penalty: 3850.247559
	Iteration 8Q: 3 clusters Score -295034.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -295065.593750 Penalty: 3850.247559
	Iteration 9Q: 3 clusters Score -295065.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -295097.093750 Penalty: 3850.247559
	Iteration 10Q: 3 clusters Score -295097.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -295130.031250 Penalty: 3850.247559
	Iteration 11Q: 3 clusters Score -295130 nChanged 31
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: -295153.937500 Penalty: 3850.247559
	Iteration 12Q: 3 clusters Score -295153.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -295175.812500 Penalty: 3850.247559
	Iteration 13Q: 3 clusters Score -295175.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -295191.593750 Penalty: 3850.247559
	Iteration 14Q: 3 clusters Score -295191.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -295205.281250 Penalty: 3850.247559
	Iteration 15Q: 3 clusters Score -295205.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -295217.062500 Penalty: 3850.247559
	Iteration 16Q: 3 clusters Score -295217.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -295226.062500 Penalty: 3850.247559
	Iteration 17Q: 3 clusters Score -295226.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -295234.156250 Penalty: 3850.247559
	Iteration 18Q: 3 clusters Score -295234.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -295241.843750 Penalty: 3850.247559
	Iteration 19Q: 3 clusters Score -295241.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -295248.968750 Penalty: 3850.247559
	Iteration 20F: 3 clusters Score -295249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -295255.625000 Penalty: 3850.247559
	Iteration 21Q: 3 clusters Score -295255.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -295261.812500 Penalty: 3850.247559
	Iteration 22Q: 3 clusters Score -295261.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -295269.031250 Penalty: 3850.247559
	Iteration 23Q: 3 clusters Score -295269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -295275.437500 Penalty: 3850.247559
	Iteration 24Q: 3 clusters Score -295275.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -295281.687500 Penalty: 3850.247559
	Iteration 25Q: 3 clusters Score -295281.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -295286.531250 Penalty: 3850.247559
	Iteration 26Q: 3 clusters Score -295286.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -295291.468750 Penalty: 3850.247559
	Iteration 27Q: 3 clusters Score -295291.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -295297.562500 Penalty: 3850.247559
	Iteration 28Q: 3 clusters Score -295297.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -295302.406250 Penalty: 3850.247559
	Iteration 29Q: 3 clusters Score -295302.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -295306.187500 Penalty: 3850.247559
	Iteration 30Q: 3 clusters Score -295306.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -295310.312500 Penalty: 3850.247559
	Iteration 31Q: 3 clusters Score -295310.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -295312.187500 Penalty: 3850.247559
	Iteration 32Q: 3 clusters Score -295312.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -295314.781250 Penalty: 3850.247559
	Iteration 33Q: 3 clusters Score -295314.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -295316.812500 Penalty: 3850.247559
	Iteration 34Q: 3 clusters Score -295316.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -295316.656250 Penalty: 3850.247559
	Iteration 35Q: 3 clusters Score -295316.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -295317.187500 Penalty: 3850.247559
	Iteration 36Q: 3 clusters Score -295317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -295317.937500 Penalty: 3850.247559
	Iteration 37Q: 3 clusters Score -295317.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -295318.906250 Penalty: 3850.247559
	Iteration 38Q: 3 clusters Score -295318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -295319.625000 Penalty: 3850.247559
	Iteration 39Q: 3 clusters Score -295319.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -295319.625000 Penalty: 3850.247559
	Iteration 40F: 3 clusters Score -295319.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Entering Unmasked Estep 
Score: -1549287.000000 Penalty: 2339.027588
	Iteration 0F: 2 clusters Score -1549287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1540112.625000 Penalty: 4678.055176
	Iteration 0F: 3 clusters Score -1540113 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1543183.125000 Penalty: 4678.055176
	Iteration 1F: 3 clusters Score -1543183 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1543645.500000 Penalty: 4678.055176
	Iteration 2F: 3 clusters Score -1543646 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1543988.500000 Penalty: 4678.055176
	Iteration 3F: 3 clusters Score -1543988 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1544271.625000 Penalty: 4678.055176
	Iteration 4Q: 3 clusters Score -1544272 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1544501.000000 Penalty: 4678.055176
	Iteration 5Q: 3 clusters Score -1544501 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1544707.625000 Penalty: 4678.055176
	Iteration 6Q: 3 clusters Score -1544708 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1544886.375000 Penalty: 4678.055176
	Iteration 7Q: 3 clusters Score -1544886 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1545037.250000 Penalty: 4678.055176
	Iteration 8Q: 3 clusters Score -1545037 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1545182.000000 Penalty: 4678.055176
	Iteration 9Q: 3 clusters Score -1545182 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1545309.625000 Penalty: 4678.055176
	Iteration 10Q: 3 clusters Score -1545310 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1545426.750000 Penalty: 4678.055176
	Iteration 11Q: 3 clusters Score -1545427 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1545521.000000 Penalty: 4678.055176
	Iteration 12Q: 3 clusters Score -1545521 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1545601.125000 Penalty: 4678.055176
	Iteration 13Q: 3 clusters Score -1545601 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1545680.000000 Penalty: 4678.055176
	Iteration 14Q: 3 clusters Score -1545680 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1545763.625000 Penalty: 4678.055176
	Iteration 15Q: 3 clusters Score -1545764 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1545838.125000 Penalty: 4678.055176
	Iteration 16Q: 3 clusters Score -1545838 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1545930.375000 Penalty: 4678.055176
	Iteration 17Q: 3 clusters Score -1545930 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1546013.000000 Penalty: 4678.055176
	Iteration 18Q: 3 clusters Score -1546013 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1546093.375000 Penalty: 4678.055176
	Iteration 19Q: 3 clusters Score -1546093 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1546183.625000 Penalty: 4678.055176
	Iteration 20F: 3 clusters Score -1546184 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1546303.250000 Penalty: 4678.055176
	Iteration 21Q: 3 clusters Score -1546303 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1546433.625000 Penalty: 4678.055176
	Iteration 22Q: 3 clusters Score -1546434 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1546556.625000 Penalty: 4678.055176
	Iteration 23Q: 3 clusters Score -1546557 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1546654.000000 Penalty: 4678.055176
	Iteration 24Q: 3 clusters Score -1546654 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1546713.625000 Penalty: 4678.055176
	Iteration 25Q: 3 clusters Score -1546714 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1546777.500000 Penalty: 4678.055176
	Iteration 26Q: 3 clusters Score -1546778 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1546818.875000 Penalty: 4678.055176
	Iteration 27Q: 3 clusters Score -1546819 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1546857.750000 Penalty: 4678.055176
	Iteration 28Q: 3 clusters Score -1546858 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1546889.500000 Penalty: 4678.055176
	Iteration 29Q: 3 clusters Score -1546890 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1546914.625000 Penalty: 4678.055176
	Iteration 30Q: 3 clusters Score -1546915 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1546939.500000 Penalty: 4678.055176
	Iteration 31Q: 3 clusters Score -1546940 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1546959.125000 Penalty: 4678.055176
	Iteration 32Q: 3 clusters Score -1546959 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1546977.750000 Penalty: 4678.055176
	Iteration 33Q: 3 clusters Score -1546978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1547002.750000 Penalty: 4678.055176
	Iteration 34Q: 3 clusters Score -1547003 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1547019.250000 Penalty: 4678.055176
	Iteration 35Q: 3 clusters Score -1547019 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1547052.375000 Penalty: 4678.055176
	Iteration 36Q: 3 clusters Score -1547052 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1547072.750000 Penalty: 4678.055176
	Iteration 37Q: 3 clusters Score -1547073 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1547093.500000 Penalty: 4678.055176
	Iteration 38Q: 3 clusters Score -1547094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1547115.500000 Penalty: 4678.055176
	Iteration 39Q: 3 clusters Score -1547116 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1547138.500000 Penalty: 4678.055176
	Iteration 40F: 3 clusters Score -1547138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1547146.750000 Penalty: 4678.055176
	Iteration 41Q: 3 clusters Score -1547147 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1547160.750000 Penalty: 4678.055176
	Iteration 42Q: 3 clusters Score -1547161 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1547174.125000 Penalty: 4678.055176
	Iteration 43Q: 3 clusters Score -1547174 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1547189.250000 Penalty: 4678.055176
	Iteration 44Q: 3 clusters Score -1547189 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1547201.250000 Penalty: 4678.055176
	Iteration 45Q: 3 clusters Score -1547201 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1547221.000000 Penalty: 4678.055176
	Iteration 46Q: 3 clusters Score -1547221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1547223.875000 Penalty: 4678.055176
	Iteration 47Q: 3 clusters Score -1547224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1547233.500000 Penalty: 4678.055176
	Iteration 48Q: 3 clusters Score -1547234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1547238.750000 Penalty: 4678.055176
	Iteration 49Q: 3 clusters Score -1547239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1547249.875000 Penalty: 4678.055176
	Iteration 50Q: 3 clusters Score -1547250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1547250.125000 Penalty: 4678.055176
	Iteration 51Q: 3 clusters Score -1547250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1547256.250000 Penalty: 4678.055176
	Iteration 52Q: 3 clusters Score -1547256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1547257.250000 Penalty: 4678.055176
	Iteration 53Q: 3 clusters Score -1547257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1547263.375000 Penalty: 4678.055176
	Iteration 54Q: 3 clusters Score -1547263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1547265.750000 Penalty: 4678.055176
	Iteration 55Q: 3 clusters Score -1547266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1547269.500000 Penalty: 4678.055176
	Iteration 56Q: 3 clusters Score -1547270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1547275.750000 Penalty: 4678.055176
	Iteration 57Q: 3 clusters Score -1547276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1547285.750000 Penalty: 4678.055176
	Iteration 58Q: 3 clusters Score -1547286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1547288.250000 Penalty: 4678.055176
	Iteration 59Q: 3 clusters Score -1547288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1547295.000000 Penalty: 4678.055176
	Iteration 60F: 3 clusters Score -1547295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1547307.000000 Penalty: 4678.055176
	Iteration 61Q: 3 clusters Score -1547307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1547316.625000 Penalty: 4678.055176
	Iteration 62Q: 3 clusters Score -1547317 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1547325.375000 Penalty: 4678.055176
	Iteration 63Q: 3 clusters Score -1547325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1547329.875000 Penalty: 4678.055176
	Iteration 64Q: 3 clusters Score -1547330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1547339.750000 Penalty: 4678.055176
	Iteration 65Q: 3 clusters Score -1547340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1547344.375000 Penalty: 4678.055176
	Iteration 66Q: 3 clusters Score -1547344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1547347.875000 Penalty: 4678.055176
	Iteration 67Q: 3 clusters Score -1547348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1547354.000000 Penalty: 4678.055176
	Iteration 68Q: 3 clusters Score -1547354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1547358.125000 Penalty: 4678.055176
	Iteration 69Q: 3 clusters Score -1547358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1547358.875000 Penalty: 4678.055176
	Iteration 70Q: 3 clusters Score -1547359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1547360.875000 Penalty: 4678.055176
	Iteration 71Q: 3 clusters Score -1547361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1547363.250000 Penalty: 4678.055176
	Iteration 72Q: 3 clusters Score -1547363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1547365.750000 Penalty: 4678.055176
	Iteration 73Q: 3 clusters Score -1547366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1547368.250000 Penalty: 4678.055176
	Iteration 74Q: 3 clusters Score -1547368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1547374.875000 Penalty: 4678.055176
	Iteration 75Q: 3 clusters Score -1547375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1547374.500000 Penalty: 4678.055176
	Iteration 76Q: 3 clusters Score -1547374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1547378.375000 Penalty: 4678.055176
	Iteration 77Q: 3 clusters Score -1547378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1547383.125000 Penalty: 4678.055176
	Iteration 78Q: 3 clusters Score -1547383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1547382.375000 Penalty: 4678.055176
	Iteration 79Q: 3 clusters Score -1547382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1547383.875000 Penalty: 4678.055176
	Iteration 80F: 3 clusters Score -1547384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1547391.750000 Penalty: 4678.055176
	Iteration 81Q: 3 clusters Score -1547392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1547393.875000 Penalty: 4678.055176
	Iteration 82Q: 3 clusters Score -1547394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1547394.250000 Penalty: 4678.055176
	Iteration 83Q: 3 clusters Score -1547394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1547403.000000 Penalty: 4678.055176
	Iteration 84Q: 3 clusters Score -1547403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1547401.875000 Penalty: 4678.055176
	Iteration 85Q: 3 clusters Score -1547402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1547405.000000 Penalty: 4678.055176
	Iteration 86Q: 3 clusters Score -1547405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1547405.000000 Penalty: 4678.055176
	Iteration 87Q: 3 clusters Score -1547405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1547408.125000 Penalty: 4678.055176
	Iteration 88Q: 3 clusters Score -1547408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1547412.875000 Penalty: 4678.055176
	Iteration 89Q: 3 clusters Score -1547413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1547416.875000 Penalty: 4678.055176
	Iteration 90Q: 3 clusters Score -1547417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1547420.000000 Penalty: 4678.055176
	Iteration 91Q: 3 clusters Score -1547420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1547418.250000 Penalty: 4678.055176
	Iteration 92Q: 3 clusters Score -1547418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1547417.375000 Penalty: 4678.055176
	Iteration 93Q: 3 clusters Score -1547417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1547418.625000 Penalty: 4678.055176
	Iteration 94Q: 3 clusters Score -1547419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1547422.750000 Penalty: 4678.055176
	Iteration 95Q: 3 clusters Score -1547423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1547419.250000 Penalty: 4678.055176
	Iteration 96Q: 3 clusters Score -1547419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1547420.250000 Penalty: 4678.055176
	Iteration 97Q: 3 clusters Score -1547420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1547425.625000 Penalty: 4678.055176
	Iteration 98Q: 3 clusters Score -1547426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1547427.250000 Penalty: 4678.055176
	Iteration 99Q: 3 clusters Score -1547427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1547429.750000 Penalty: 4678.055176
	Iteration 100F: 3 clusters Score -1547430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Entering Unmasked Estep 
Score: -5435715.000000 Penalty: 2638.567139
	Iteration 0F: 2 clusters Score -5435715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -5407404.000000 Penalty: 5277.134277
	Iteration 0F: 3 clusters Score -5407404 nChanged 19134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -5417919.500000 Penalty: 5277.134277
	Iteration 1F: 3 clusters Score -5417920 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -5418636.000000 Penalty: 5277.134277
	Iteration 2Q: 3 clusters Score -5418636 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -5419352.500000 Penalty: 5277.134277
	Iteration 3Q: 3 clusters Score -5419352 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -5420466.000000 Penalty: 5277.134277
	Iteration 4F: 3 clusters Score -5420466 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -5422071.000000 Penalty: 5277.134277
	Iteration 5F: 3 clusters Score -5422071 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -5424225.000000 Penalty: 5277.134277
	Iteration 6F: 3 clusters Score -5424225 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -5426854.500000 Penalty: 5277.134277
	Iteration 7F: 3 clusters Score -5426854 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -5429435.500000 Penalty: 5277.134277
	Iteration 8F: 3 clusters Score -5429436 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -5431321.500000 Penalty: 5277.134277
	Iteration 9Q: 3 clusters Score -5431322 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5432353.500000 Penalty: 5277.134277
	Iteration 10Q: 3 clusters Score -5432354 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5432861.000000 Penalty: 5277.134277
	Iteration 11Q: 3 clusters Score -5432861 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5433103.500000 Penalty: 5277.134277
	Iteration 12Q: 3 clusters Score -5433104 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5433217.500000 Penalty: 5277.134277
	Iteration 13Q: 3 clusters Score -5433218 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5433303.000000 Penalty: 5277.134277
	Iteration 14Q: 3 clusters Score -5433303 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5433358.500000 Penalty: 5277.134277
	Iteration 15Q: 3 clusters Score -5433358 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5433411.500000 Penalty: 5277.134277
	Iteration 16Q: 3 clusters Score -5433412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5433443.000000 Penalty: 5277.134277
	Iteration 17Q: 3 clusters Score -5433443 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5433459.500000 Penalty: 5277.134277
	Iteration 18Q: 3 clusters Score -5433460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5433467.500000 Penalty: 5277.134277
	Iteration 19Q: 3 clusters Score -5433468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5433473.000000 Penalty: 5277.134277
	Iteration 20F: 3 clusters Score -5433473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5433474.000000 Penalty: 5277.134277
	Iteration 21Q: 3 clusters Score -5433474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5433481.000000 Penalty: 5277.134277
	Iteration 22Q: 3 clusters Score -5433481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5433474.500000 Penalty: 5277.134277
	Iteration 23Q: 3 clusters Score -5433474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5433476.500000 Penalty: 5277.134277
	Iteration 24Q: 3 clusters Score -5433476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5433481.000000 Penalty: 5277.134277
	Iteration 25Q: 3 clusters Score -5433481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5433481.000000 Penalty: 5277.134277
	Iteration 26F: 3 clusters Score -5433481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -47296.886719 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -47296.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45848.894531 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -45848.89 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46106.019531 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -46106.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46365.945312 Penalty: 3030.186768
	Iteration 2F: 3 clusters Score -46365.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -46612.941406 Penalty: 3030.186768
	Iteration 3F: 3 clusters Score -46612.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -46796.105469 Penalty: 3030.186768
	Iteration 4F: 3 clusters Score -46796.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -46940.316406 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -46940.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -47062.039062 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -47062.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -47156.312500 Penalty: 3030.186768
	Iteration 7Q: 3 clusters Score -47156.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -47184.183594 Penalty: 3030.186768
	Iteration 8Q: 3 clusters Score -47184.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -47215.671875 Penalty: 3030.186768
	Iteration 9Q: 3 clusters Score -47215.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -47251.746094 Penalty: 3030.186768
	Iteration 10Q: 3 clusters Score -47251.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -47269.171875 Penalty: 3030.186768
	Iteration 11Q: 3 clusters Score -47269.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -47286.199219 Penalty: 3030.186768
	Iteration 12Q: 3 clusters Score -47286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -47286.199219 Penalty: 3030.186768
	Iteration 13F: 3 clusters Score -47286.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -285574.343750 Penalty: 1914.894531
	Iteration 0F: 2 clusters Score -285574.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -282768.687500 Penalty: 3829.789062
	Iteration 0F: 3 clusters Score -282768.7 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -283292.000000 Penalty: 3829.789062
	Iteration 1F: 3 clusters Score -283292 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -283429.937500 Penalty: 3829.789062
	Iteration 2F: 3 clusters Score -283429.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -283509.468750 Penalty: 3829.789062
	Iteration 3Q: 3 clusters Score -283509.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -283545.906250 Penalty: 3829.789062
	Iteration 4Q: 3 clusters Score -283545.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -283580.843750 Penalty: 3829.789062
	Iteration 5Q: 3 clusters Score -283580.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -283606.000000 Penalty: 3829.789062
	Iteration 6Q: 3 clusters Score -283606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -283628.750000 Penalty: 3829.789062
	Iteration 7Q: 3 clusters Score -283628.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -283651.156250 Penalty: 3829.789062
	Iteration 8Q: 3 clusters Score -283651.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -283666.562500 Penalty: 3829.789062
	Iteration 9Q: 3 clusters Score -283666.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -283672.906250 Penalty: 3829.789062
	Iteration 10Q: 3 clusters Score -283672.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -283680.468750 Penalty: 3829.789062
	Iteration 11Q: 3 clusters Score -283680.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -283684.718750 Penalty: 3829.789062
	Iteration 12Q: 3 clusters Score -283684.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -283686.281250 Penalty: 3829.789062
	Iteration 13Q: 3 clusters Score -283686.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -283688.250000 Penalty: 3829.789062
	Iteration 14Q: 3 clusters Score -283688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -283689.031250 Penalty: 3829.789062
	Iteration 15Q: 3 clusters Score -283689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -283689.687500 Penalty: 3829.789062
	Iteration 16Q: 3 clusters Score -283689.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -283689.687500 Penalty: 3829.789062
	Iteration 17Q: 3 clusters Score -283689.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -283689.687500 Penalty: 3829.789062
	Iteration 18F: 3 clusters Score -283689.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Entering Unmasked Estep 
Score: -2084268.375000 Penalty: 2396.331055
	Iteration 0F: 2 clusters Score -2084268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2072912.250000 Penalty: 4792.662109
	Iteration 0F: 3 clusters Score -2072912 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2076477.625000 Penalty: 4792.662109
	Iteration 1F: 3 clusters Score -2076478 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2076802.750000 Penalty: 4792.662109
	Iteration 2F: 3 clusters Score -2076803 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2077092.125000 Penalty: 4792.662109
	Iteration 3Q: 3 clusters Score -2077092 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2077387.500000 Penalty: 4792.662109
	Iteration 4Q: 3 clusters Score -2077388 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2077665.000000 Penalty: 4792.662109
	Iteration 5Q: 3 clusters Score -2077665 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2077966.750000 Penalty: 4792.662109
	Iteration 6Q: 3 clusters Score -2077967 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2078284.625000 Penalty: 4792.662109
	Iteration 7Q: 3 clusters Score -2078285 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2078644.500000 Penalty: 4792.662109
	Iteration 8Q: 3 clusters Score -2078644 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2079070.000000 Penalty: 4792.662109
	Iteration 9Q: 3 clusters Score -2079070 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2079572.875000 Penalty: 4792.662109
	Iteration 10Q: 3 clusters Score -2079573 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2080126.875000 Penalty: 4792.662109
	Iteration 11Q: 3 clusters Score -2080127 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2080663.500000 Penalty: 4792.662109
	Iteration 12Q: 3 clusters Score -2080664 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2081128.875000 Penalty: 4792.662109
	Iteration 13Q: 3 clusters Score -2081129 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2081438.375000 Penalty: 4792.662109
	Iteration 14Q: 3 clusters Score -2081438 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2081660.500000 Penalty: 4792.662109
	Iteration 15Q: 3 clusters Score -2081660 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2081785.375000 Penalty: 4792.662109
	Iteration 16Q: 3 clusters Score -2081785 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2081897.875000 Penalty: 4792.662109
	Iteration 17Q: 3 clusters Score -2081898 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2081975.250000 Penalty: 4792.662109
	Iteration 18Q: 3 clusters Score -2081975 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2082036.250000 Penalty: 4792.662109
	Iteration 19Q: 3 clusters Score -2082036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2082071.000000 Penalty: 4792.662109
	Iteration 20F: 3 clusters Score -2082071 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2082107.375000 Penalty: 4792.662109
	Iteration 21Q: 3 clusters Score -2082107 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2082131.875000 Penalty: 4792.662109
	Iteration 22Q: 3 clusters Score -2082132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2082144.500000 Penalty: 4792.662109
	Iteration 23Q: 3 clusters Score -2082144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2082160.125000 Penalty: 4792.662109
	Iteration 24Q: 3 clusters Score -2082160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2082168.875000 Penalty: 4792.662109
	Iteration 25Q: 3 clusters Score -2082169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2082172.875000 Penalty: 4792.662109
	Iteration 26Q: 3 clusters Score -2082173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2082179.625000 Penalty: 4792.662109
	Iteration 27Q: 3 clusters Score -2082180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2082189.875000 Penalty: 4792.662109
	Iteration 28Q: 3 clusters Score -2082190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2082192.375000 Penalty: 4792.662109
	Iteration 29Q: 3 clusters Score -2082192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2082192.625000 Penalty: 4792.662109
	Iteration 30Q: 3 clusters Score -2082193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2082193.375000 Penalty: 4792.662109
	Iteration 31Q: 3 clusters Score -2082193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2082199.375000 Penalty: 4792.662109
	Iteration 32Q: 3 clusters Score -2082199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2082200.125000 Penalty: 4792.662109
	Iteration 33Q: 3 clusters Score -2082200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2082201.875000 Penalty: 4792.662109
	Iteration 34Q: 3 clusters Score -2082202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2082199.875000 Penalty: 4792.662109
	Iteration 35Q: 3 clusters Score -2082200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2082200.750000 Penalty: 4792.662109
	Iteration 36Q: 3 clusters Score -2082201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2082201.500000 Penalty: 4792.662109
	Iteration 37Q: 3 clusters Score -2082202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2082201.500000 Penalty: 4792.662109
	Iteration 38F: 3 clusters Score -2082202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (193003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193003 members 
Entering Unmasked Estep 
Score: -25083550.000000 Penalty: 3018.274170
	Iteration 0F: 2 clusters Score -2.508355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 96840 members 
Entering Unmasked Estep 
Score: -24958800.000000 Penalty: 6036.548340
	Iteration 0F: 3 clusters Score -2.49588e+07 nChanged 92848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91123 members 
Mstep: Class 2 contains 101880 members 
Entering Unmasked Estep 
Score: -25013070.000000 Penalty: 6036.548340
	Iteration 1F: 3 clusters Score -2.501307e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88065 members 
Mstep: Class 2 contains 104938 members 
Entering Unmasked Estep 
Score: -25014526.000000 Penalty: 6036.548340
	Iteration 2Q: 3 clusters Score -2.501453e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83203 members 
Mstep: Class 2 contains 109800 members 
Entering Unmasked Estep 
Score: -25016870.000000 Penalty: 6036.548340
	Iteration 3Q: 3 clusters Score -2.501687e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75760 members 
Mstep: Class 2 contains 117243 members 
Entering Unmasked Estep 
Score: -25020262.000000 Penalty: 6036.548340
	Iteration 4Q: 3 clusters Score -2.502026e+07 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65016 members 
Mstep: Class 2 contains 127987 members 
Entering Unmasked Estep 
Score: -25026598.000000 Penalty: 6036.548340
	Iteration 5F: 3 clusters Score -2.50266e+07 nChanged 14841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 142660 members 
Entering Unmasked Estep 
Score: -25037704.000000 Penalty: 6036.548340
	Iteration 6F: 3 clusters Score -2.50377e+07 nChanged 16888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 159492 members 
Entering Unmasked Estep 
Score: -25052372.000000 Penalty: 6036.548340
	Iteration 7F: 3 clusters Score -2.505237e+07 nChanged 15174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 174642 members 
Entering Unmasked Estep 
Score: -25065482.000000 Penalty: 6036.548340
	Iteration 8F: 3 clusters Score -2.506548e+07 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 184541 members 
Entering Unmasked Estep 
Score: -25073870.000000 Penalty: 6036.548340
	Iteration 9F: 3 clusters Score -2.507387e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 189508 members 
Entering Unmasked Estep 
Score: -25078146.000000 Penalty: 6036.548340
	Iteration 10Q: 3 clusters Score -2.507815e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 191560 members 
Entering Unmasked Estep 
Score: -25079742.000000 Penalty: 6036.548340
	Iteration 11Q: 3 clusters Score -2.507974e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 192272 members 
Entering Unmasked Estep 
Score: -25080374.000000 Penalty: 6036.548340
	Iteration 12Q: 3 clusters Score -2.508037e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 192527 members 
Entering Unmasked Estep 
Score: -25080592.000000 Penalty: 6036.548340
	Iteration 13Q: 3 clusters Score -2.508059e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 192615 members 
Entering Unmasked Estep 
Score: -25080696.000000 Penalty: 6036.548340
	Iteration 14Q: 3 clusters Score -2.50807e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 192657 members 
Entering Unmasked Estep 
Score: -25080768.000000 Penalty: 6036.548340
	Iteration 15Q: 3 clusters Score -2.508077e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 192674 members 
Entering Unmasked Estep 
Score: -25080834.000000 Penalty: 6036.548340
	Iteration 16Q: 3 clusters Score -2.508083e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 192689 members 
Entering Unmasked Estep 
Score: -25080842.000000 Penalty: 6036.548340
	Iteration 17Q: 3 clusters Score -2.508084e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 192706 members 
Entering Unmasked Estep 
Score: -25080870.000000 Penalty: 6036.548340
	Iteration 18Q: 3 clusters Score -2.508087e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 192712 members 
Entering Unmasked Estep 
Score: -25080892.000000 Penalty: 6036.548340
	Iteration 19Q: 3 clusters Score -2.508089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 192713 members 
Entering Unmasked Estep 
Score: -25080896.000000 Penalty: 6036.548340
	Iteration 20F: 3 clusters Score -2.50809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 192716 members 
Entering Unmasked Estep 
Score: -25080912.000000 Penalty: 6036.548340
	Iteration 21Q: 3 clusters Score -2.508091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 192719 members 
Entering Unmasked Estep 
Score: -25080906.000000 Penalty: 6036.548340
	Iteration 22Q: 3 clusters Score -2.508091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 192723 members 
Entering Unmasked Estep 
Score: -25080906.000000 Penalty: 6036.548340
	Iteration 23Q: 3 clusters Score -2.508091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 192725 members 
Entering Unmasked Estep 
Score: -25080918.000000 Penalty: 6036.548340
	Iteration 24Q: 3 clusters Score -2.508092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 192724 members 
Entering Unmasked Estep 
Score: -25080914.000000 Penalty: 6036.548340
	Iteration 25Q: 3 clusters Score -2.508091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 192724 members 
Entering Unmasked Estep 
Score: -25080906.000000 Penalty: 6036.548340
	Iteration 26Q: 3 clusters Score -2.508091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 192724 members 
Entering Unmasked Estep 
Score: -25080914.000000 Penalty: 6036.548340
	Iteration 27Q: 3 clusters Score -2.508091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 192725 members 
Entering Unmasked Estep 
Score: -25080924.000000 Penalty: 6036.548340
	Iteration 28Q: 3 clusters Score -2.508092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 192726 members 
Entering Unmasked Estep 
Score: -25080920.000000 Penalty: 6036.548340
	Iteration 29Q: 3 clusters Score -2.508092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 192731 members 
Entering Unmasked Estep 
Score: -25080928.000000 Penalty: 6036.548340
	Iteration 30Q: 3 clusters Score -2.508093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 192731 members 
Entering Unmasked Estep 
Score: -25080928.000000 Penalty: 6036.548340
	Iteration 31Q: 3 clusters Score -2.508093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 192733 members 
Entering Unmasked Estep 
Score: -25080944.000000 Penalty: 6036.548340
	Iteration 32Q: 3 clusters Score -2.508094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 192733 members 
Entering Unmasked Estep 
Score: -25080938.000000 Penalty: 6036.548340
	Iteration 33Q: 3 clusters Score -2.508094e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 192732 members 
Entering Unmasked Estep 
Score: -25080934.000000 Penalty: 6036.548340
	Iteration 34Q: 3 clusters Score -2.508093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 192732 members 
Entering Unmasked Estep 
Score: -25080934.000000 Penalty: 6036.548340
	Iteration 35F: 3 clusters Score -2.508093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15481 members 
Mstep: Class 4 contains 35939 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218877 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13700 members 
Mstep: Class 12 contains 7142 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7688 members 
Mstep: Class 17 contains 59548 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41747 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15719 members 
Mstep: Class 24 contains 193003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822488.000000 Penalty: 80247.148438
Iteration 439Q: 25 clusters Score -9.082249e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15480 members 
Mstep: Class 4 contains 35939 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218869 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13700 members 
Mstep: Class 12 contains 7142 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7688 members 
Mstep: Class 17 contains 59547 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41747 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15719 members 
Mstep: Class 24 contains 193013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822528.000000 Penalty: 80247.148438
Iteration 440F: 25 clusters Score -9.082253e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15481 members 
Mstep: Class 4 contains 35939 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218866 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13700 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7688 members 
Mstep: Class 17 contains 59545 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15720 members 
Mstep: Class 24 contains 193018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822584.000000 Penalty: 80247.148438
Iteration 441Q: 25 clusters Score -9.082258e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15482 members 
Mstep: Class 4 contains 35937 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218856 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13700 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 34212 members 
Mstep: Class 16 contains 7687 members 
Mstep: Class 17 contains 59544 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15719 members 
Mstep: Class 24 contains 193031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822512.000000 Penalty: 80247.148438
Iteration 442Q: 25 clusters Score -9.082251e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15484 members 
Mstep: Class 4 contains 35937 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218859 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13699 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 34212 members 
Mstep: Class 16 contains 7687 members 
Mstep: Class 17 contains 59542 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41745 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15719 members 
Mstep: Class 24 contains 193030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822504.000000 Penalty: 80247.148438
Iteration 443Q: 25 clusters Score -9.08225e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15485 members 
Mstep: Class 4 contains 35937 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218849 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13698 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 34212 members 
Mstep: Class 16 contains 7686 members 
Mstep: Class 17 contains 59543 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41745 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15720 members 
Mstep: Class 24 contains 193039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822520.000000 Penalty: 80247.148438
Iteration 444Q: 25 clusters Score -9.082252e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15487 members 
Mstep: Class 4 contains 35936 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218852 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 34212 members 
Mstep: Class 16 contains 7686 members 
Mstep: Class 17 contains 59542 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41745 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15719 members 
Mstep: Class 24 contains 193037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822616.000000 Penalty: 80247.148438
Iteration 445Q: 25 clusters Score -9.082262e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15487 members 
Mstep: Class 4 contains 35935 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218846 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 34212 members 
Mstep: Class 16 contains 7686 members 
Mstep: Class 17 contains 59542 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41745 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15716 members 
Mstep: Class 24 contains 193048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822632.000000 Penalty: 80247.148438
Iteration 446Q: 25 clusters Score -9.082263e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15488 members 
Mstep: Class 4 contains 35934 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218848 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 34212 members 
Mstep: Class 16 contains 7686 members 
Mstep: Class 17 contains 59542 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41744 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15714 members 
Mstep: Class 24 contains 193050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822680.000000 Penalty: 80247.148438
Iteration 447Q: 25 clusters Score -9.082268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15489 members 
Mstep: Class 4 contains 35934 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218848 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 34212 members 
Mstep: Class 16 contains 7686 members 
Mstep: Class 17 contains 59542 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41745 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15713 members 
Mstep: Class 24 contains 193049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822648.000000 Penalty: 80247.148438
Iteration 448Q: 25 clusters Score -9.082265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15490 members 
Mstep: Class 4 contains 35933 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218846 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34212 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59542 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41745 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15713 members 
Mstep: Class 24 contains 193051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822696.000000 Penalty: 80247.148438
Iteration 449Q: 25 clusters Score -9.08227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35933 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218842 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34212 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59541 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41745 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15713 members 
Mstep: Class 24 contains 193055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822736.000000 Penalty: 80247.148438
Iteration 450Q: 25 clusters Score -9.082274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35933 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218845 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34212 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59541 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15713 members 
Mstep: Class 24 contains 193051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822712.000000 Penalty: 80247.148438
Iteration 451Q: 25 clusters Score -9.082271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35933 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218850 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7139 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34212 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59540 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15712 members 
Mstep: Class 24 contains 193050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822784.000000 Penalty: 80247.148438
Iteration 452Q: 25 clusters Score -9.082278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35933 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218850 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7138 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59541 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15712 members 
Mstep: Class 24 contains 193049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822744.000000 Penalty: 80247.148438
Iteration 453Q: 25 clusters Score -9.082274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35933 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218854 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7137 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59541 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15712 members 
Mstep: Class 24 contains 193046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822752.000000 Penalty: 80247.148438
Iteration 454Q: 25 clusters Score -9.082275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35933 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218857 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7136 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59542 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15712 members 
Mstep: Class 24 contains 193044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822744.000000 Penalty: 80247.148438
Iteration 455Q: 25 clusters Score -9.082274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35933 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218859 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7137 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59540 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15712 members 
Mstep: Class 24 contains 193042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822752.000000 Penalty: 80247.148438
Iteration 456Q: 25 clusters Score -9.082275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35933 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218859 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7138 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59540 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15712 members 
Mstep: Class 24 contains 193041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822776.000000 Penalty: 80247.148438
Iteration 457Q: 25 clusters Score -9.082278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35933 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218859 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7139 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59540 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15712 members 
Mstep: Class 24 contains 193040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822760.000000 Penalty: 80247.148438
Iteration 458Q: 25 clusters Score -9.082276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35933 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218861 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7140 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59540 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15712 members 
Mstep: Class 24 contains 193037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822760.000000 Penalty: 80247.148438
Iteration 459Q: 25 clusters Score -9.082276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35933 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218862 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7143 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26374 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59540 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15712 members 
Mstep: Class 24 contains 193034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822776.000000 Penalty: 80247.148438
Iteration 460F: 25 clusters Score -9.082278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35933 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218862 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7140 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59541 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15712 members 
Mstep: Class 24 contains 193035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822792.000000 Penalty: 80247.148438
Iteration 461Q: 25 clusters Score -9.082279e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35933 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218861 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7137 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59545 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41745 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15711 members 
Mstep: Class 24 contains 193037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822728.000000 Penalty: 80247.148438
Iteration 462Q: 25 clusters Score -9.082273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35933 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218860 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13695 members 
Mstep: Class 12 contains 7134 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34214 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59543 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41744 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15710 members 
Mstep: Class 24 contains 193045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822728.000000 Penalty: 80247.148438
Iteration 463Q: 25 clusters Score -9.082273e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35933 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218859 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13695 members 
Mstep: Class 12 contains 7133 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59544 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41742 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15708 members 
Mstep: Class 24 contains 193051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822704.000000 Penalty: 80247.148438
Iteration 464Q: 25 clusters Score -9.08227e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15492 members 
Mstep: Class 4 contains 35933 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218861 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13695 members 
Mstep: Class 12 contains 7133 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59543 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41742 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15704 members 
Mstep: Class 24 contains 193053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822752.000000 Penalty: 80247.148438
Iteration 465Q: 25 clusters Score -9.082275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15492 members 
Mstep: Class 4 contains 35933 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218856 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11256 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13695 members 
Mstep: Class 12 contains 7133 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59544 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41743 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15700 members 
Mstep: Class 24 contains 193060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822752.000000 Penalty: 80247.148438
Iteration 466Q: 25 clusters Score -9.082275e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35933 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218850 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11257 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7134 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59546 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41743 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15696 members 
Mstep: Class 24 contains 193066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822776.000000 Penalty: 80247.148438
Iteration 467Q: 25 clusters Score -9.082278e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15490 members 
Mstep: Class 4 contains 35932 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218847 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11258 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7134 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59545 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41743 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15692 members 
Mstep: Class 24 contains 193075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822744.000000 Penalty: 80247.148438
Iteration 468Q: 25 clusters Score -9.082274e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35929 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218849 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7133 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 59545 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 41743 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15689 members 
Mstep: Class 24 contains 193079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822760.000000 Penalty: 80247.148438
Iteration 469Q: 25 clusters Score -9.082276e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15492 members 
Mstep: Class 4 contains 35927 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218853 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7131 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26375 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7686 members 
Mstep: Class 17 contains 59545 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 41744 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15686 members 
Mstep: Class 24 contains 193079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822824.000000 Penalty: 80247.148438
Iteration 470Q: 25 clusters Score -9.082282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15494 members 
Mstep: Class 4 contains 35922 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218851 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7130 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26376 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7686 members 
Mstep: Class 17 contains 59545 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 41745 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15683 members 
Mstep: Class 24 contains 193086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822840.000000 Penalty: 80247.148438
Iteration 471Q: 25 clusters Score -9.082284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15494 members 
Mstep: Class 4 contains 35920 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218851 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11260 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7130 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26376 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7686 members 
Mstep: Class 17 contains 59545 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 41745 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15678 members 
Mstep: Class 24 contains 193092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822760.000000 Penalty: 80247.148438
Iteration 472Q: 25 clusters Score -9.082276e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15494 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218845 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11260 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7130 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26377 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7686 members 
Mstep: Class 17 contains 59544 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 41745 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15673 members 
Mstep: Class 24 contains 193105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822760.000000 Penalty: 80247.148438
Iteration 473Q: 25 clusters Score -9.082276e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15493 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218836 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11260 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7130 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26377 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7687 members 
Mstep: Class 17 contains 59544 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 41745 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15671 members 
Mstep: Class 24 contains 193116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822808.000000 Penalty: 80247.148438
Iteration 474Q: 25 clusters Score -9.082281e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15493 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218827 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11260 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7130 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7687 members 
Mstep: Class 17 contains 59546 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 41745 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15666 members 
Mstep: Class 24 contains 193127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822816.000000 Penalty: 80247.148438
Iteration 475Q: 25 clusters Score -9.082282e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15493 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218827 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11260 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7130 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 34215 members 
Mstep: Class 16 contains 7688 members 
Mstep: Class 17 contains 59545 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 41745 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15658 members 
Mstep: Class 24 contains 193133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822864.000000 Penalty: 80247.148438
Iteration 476Q: 25 clusters Score -9.082286e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15493 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218822 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13695 members 
Mstep: Class 12 contains 7130 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26379 members 
Mstep: Class 15 contains 34215 members 
Mstep: Class 16 contains 7690 members 
Mstep: Class 17 contains 59545 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 41747 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15655 members 
Mstep: Class 24 contains 193138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822840.000000 Penalty: 80247.148438
Iteration 477Q: 25 clusters Score -9.082284e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15494 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218828 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7130 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26380 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7691 members 
Mstep: Class 17 contains 59543 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 41750 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15652 members 
Mstep: Class 24 contains 193132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822816.000000 Penalty: 80247.148438
Iteration 478Q: 25 clusters Score -9.082282e+07 nChanged 24
Entering ConstructFrom: 
Score: -90822816.000000 Penalty: 80247.148438
Entering ConstructFrom: 
Trying to split cluster 1 (7133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Entering Unmasked Estep 
Score: -788407.000000 Penalty: 2200.376709
	Iteration 0F: 2 clusters Score -788407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -782644.375000 Penalty: 4400.753418
	Iteration 0F: 3 clusters Score -782644.4 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -784452.937500 Penalty: 4400.753418
	Iteration 1F: 3 clusters Score -784452.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -785087.000000 Penalty: 4400.753418
	Iteration 2F: 3 clusters Score -785087 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -785628.312500 Penalty: 4400.753418
	Iteration 3F: 3 clusters Score -785628.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -786196.625000 Penalty: 4400.753418
	Iteration 4F: 3 clusters Score -786196.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -786711.312500 Penalty: 4400.753418
	Iteration 5F: 3 clusters Score -786711.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -787130.187500 Penalty: 4400.753418
	Iteration 6F: 3 clusters Score -787130.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -787378.687500 Penalty: 4400.753418
	Iteration 7Q: 3 clusters Score -787378.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -787529.000000 Penalty: 4400.753418
	Iteration 8Q: 3 clusters Score -787529 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -787616.062500 Penalty: 4400.753418
	Iteration 9Q: 3 clusters Score -787616.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -787686.937500 Penalty: 4400.753418
	Iteration 10Q: 3 clusters Score -787686.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -787733.312500 Penalty: 4400.753418
	Iteration 11Q: 3 clusters Score -787733.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -787765.250000 Penalty: 4400.753418
	Iteration 12Q: 3 clusters Score -787765.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -787798.750000 Penalty: 4400.753418
	Iteration 13Q: 3 clusters Score -787798.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -787822.500000 Penalty: 4400.753418
	Iteration 14Q: 3 clusters Score -787822.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -787846.250000 Penalty: 4400.753418
	Iteration 15Q: 3 clusters Score -787846.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -787871.750000 Penalty: 4400.753418
	Iteration 16Q: 3 clusters Score -787871.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -787892.000000 Penalty: 4400.753418
	Iteration 17Q: 3 clusters Score -787892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -787907.812500 Penalty: 4400.753418
	Iteration 18Q: 3 clusters Score -787907.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -787924.375000 Penalty: 4400.753418
	Iteration 19Q: 3 clusters Score -787924.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -787940.562500 Penalty: 4400.753418
	Iteration 20F: 3 clusters Score -787940.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -787956.375000 Penalty: 4400.753418
	Iteration 21Q: 3 clusters Score -787956.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -787974.625000 Penalty: 4400.753418
	Iteration 22Q: 3 clusters Score -787974.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -787989.437500 Penalty: 4400.753418
	Iteration 23Q: 3 clusters Score -787989.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -788000.437500 Penalty: 4400.753418
	Iteration 24Q: 3 clusters Score -788000.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -788009.250000 Penalty: 4400.753418
	Iteration 25Q: 3 clusters Score -788009.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -788023.000000 Penalty: 4400.753418
	Iteration 26Q: 3 clusters Score -788023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -788032.375000 Penalty: 4400.753418
	Iteration 27Q: 3 clusters Score -788032.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -788045.062500 Penalty: 4400.753418
	Iteration 28Q: 3 clusters Score -788045.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -788058.250000 Penalty: 4400.753418
	Iteration 29Q: 3 clusters Score -788058.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -788069.437500 Penalty: 4400.753418
	Iteration 30Q: 3 clusters Score -788069.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -788076.750000 Penalty: 4400.753418
	Iteration 31Q: 3 clusters Score -788076.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -788079.937500 Penalty: 4400.753418
	Iteration 32Q: 3 clusters Score -788079.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -788084.937500 Penalty: 4400.753418
	Iteration 33Q: 3 clusters Score -788084.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -788088.125000 Penalty: 4400.753418
	Iteration 34Q: 3 clusters Score -788088.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -788090.500000 Penalty: 4400.753418
	Iteration 35Q: 3 clusters Score -788090.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -788096.000000 Penalty: 4400.753418
	Iteration 36Q: 3 clusters Score -788096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -788098.312500 Penalty: 4400.753418
	Iteration 37Q: 3 clusters Score -788098.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -788098.562500 Penalty: 4400.753418
	Iteration 38Q: 3 clusters Score -788098.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -788100.562500 Penalty: 4400.753418
	Iteration 39Q: 3 clusters Score -788100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -788100.875000 Penalty: 4400.753418
	Iteration 40F: 3 clusters Score -788100.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -788100.625000 Penalty: 4400.753418
	Iteration 41Q: 3 clusters Score -788100.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -788102.250000 Penalty: 4400.753418
	Iteration 42Q: 3 clusters Score -788102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -788101.750000 Penalty: 4400.753418
	Iteration 43Q: 3 clusters Score -788101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -788101.437500 Penalty: 4400.753418
	Iteration 44Q: 3 clusters Score -788101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -788101.437500 Penalty: 4400.753418
	Iteration 45Q: 3 clusters Score -788101.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -788101.437500 Penalty: 4400.753418
	Iteration 46F: 3 clusters Score -788101.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -104715.226562 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -104715.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -102885.125000 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -102885.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -103521.171875 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -103521.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -103947.640625 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -103947.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -104102.898438 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -104102.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -104249.703125 Penalty: 3393.970947
	Iteration 4F: 3 clusters Score -104249.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -104439.539062 Penalty: 3393.970947
	Iteration 5Q: 3 clusters Score -104439.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -104550.617188 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -104550.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -104628.953125 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -104629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -104782.445312 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -104782.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -105029.281250 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -105029.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -105150.804688 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -105150.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -105196.757812 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -105196.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -105227.578125 Penalty: 3393.970947
	Iteration 12Q: 3 clusters Score -105227.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -105247.523438 Penalty: 3393.970947
	Iteration 13Q: 3 clusters Score -105247.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -105272.476562 Penalty: 3393.970947
	Iteration 14Q: 3 clusters Score -105272.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -105294.296875 Penalty: 3393.970947
	Iteration 15Q: 3 clusters Score -105294.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -105305.210938 Penalty: 3393.970947
	Iteration 16Q: 3 clusters Score -105305.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -105325.843750 Penalty: 3393.970947
	Iteration 17Q: 3 clusters Score -105325.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -105341.367188 Penalty: 3393.970947
	Iteration 18Q: 3 clusters Score -105341.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -105356.484375 Penalty: 3393.970947
	Iteration 19Q: 3 clusters Score -105356.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -105388.429688 Penalty: 3393.970947
	Iteration 20F: 3 clusters Score -105388.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -105447.242188 Penalty: 3393.970947
	Iteration 21Q: 3 clusters Score -105447.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -105492.882812 Penalty: 3393.970947
	Iteration 22Q: 3 clusters Score -105492.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105574.671875 Penalty: 3393.970947
	Iteration 23Q: 3 clusters Score -105574.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105605.046875 Penalty: 3393.970947
	Iteration 24Q: 3 clusters Score -105605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105618.218750 Penalty: 3393.970947
	Iteration 25Q: 3 clusters Score -105618.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -105627.351562 Penalty: 3393.970947
	Iteration 26Q: 3 clusters Score -105627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105629.218750 Penalty: 3393.970947
	Iteration 27Q: 3 clusters Score -105629.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105629.218750 Penalty: 3393.970947
	Iteration 28F: 3 clusters Score -105629.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 464 members 
Mstep: Class 3 contains 15493 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218830 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7130 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7691 members 
Mstep: Class 17 contains 59543 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 41751 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15651 members 
Mstep: Class 24 contains 193132 members 
Mstep: Class 25 contains 473 members 
Entering Unmasked Estep 
Score: -90822144.000000 Penalty: 83590.781250
Splitting cluster 2 changes total score from -90822816.000000 to -90822144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (15493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Entering Unmasked Estep 
Score: -2023483.625000 Penalty: 2392.739746
	Iteration 0F: 2 clusters Score -2023484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2012308.750000 Penalty: 4785.479492
	Iteration 0F: 3 clusters Score -2012309 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2016019.000000 Penalty: 4785.479492
	Iteration 1F: 3 clusters Score -2016019 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2016440.625000 Penalty: 4785.479492
	Iteration 2F: 3 clusters Score -2016441 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2016859.750000 Penalty: 4785.479492
	Iteration 3F: 3 clusters Score -2016860 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2017333.000000 Penalty: 4785.479492
	Iteration 4F: 3 clusters Score -2017333 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2017833.875000 Penalty: 4785.479492
	Iteration 5F: 3 clusters Score -2017834 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2018268.875000 Penalty: 4785.479492
	Iteration 6Q: 3 clusters Score -2018269 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2018651.750000 Penalty: 4785.479492
	Iteration 7Q: 3 clusters Score -2018652 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2018948.500000 Penalty: 4785.479492
	Iteration 8Q: 3 clusters Score -2018948 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2019194.875000 Penalty: 4785.479492
	Iteration 9Q: 3 clusters Score -2019195 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2019369.375000 Penalty: 4785.479492
	Iteration 10Q: 3 clusters Score -2019369 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2019511.125000 Penalty: 4785.479492
	Iteration 11Q: 3 clusters Score -2019511 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2019626.125000 Penalty: 4785.479492
	Iteration 12Q: 3 clusters Score -2019626 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2019724.250000 Penalty: 4785.479492
	Iteration 13Q: 3 clusters Score -2019724 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2019826.125000 Penalty: 4785.479492
	Iteration 14Q: 3 clusters Score -2019826 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2019920.000000 Penalty: 4785.479492
	Iteration 15Q: 3 clusters Score -2019920 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2020016.000000 Penalty: 4785.479492
	Iteration 16Q: 3 clusters Score -2020016 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2020133.250000 Penalty: 4785.479492
	Iteration 17Q: 3 clusters Score -2020133 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2020218.875000 Penalty: 4785.479492
	Iteration 18Q: 3 clusters Score -2020219 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2020306.750000 Penalty: 4785.479492
	Iteration 19Q: 3 clusters Score -2020307 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2020381.000000 Penalty: 4785.479492
	Iteration 20F: 3 clusters Score -2020381 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2020444.500000 Penalty: 4785.479492
	Iteration 21Q: 3 clusters Score -2020444 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2020492.000000 Penalty: 4785.479492
	Iteration 22Q: 3 clusters Score -2020492 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2020548.625000 Penalty: 4785.479492
	Iteration 23Q: 3 clusters Score -2020549 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2020597.875000 Penalty: 4785.479492
	Iteration 24Q: 3 clusters Score -2020598 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -2020645.125000 Penalty: 4785.479492
	Iteration 25Q: 3 clusters Score -2020645 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2020679.875000 Penalty: 4785.479492
	Iteration 26Q: 3 clusters Score -2020680 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2020724.750000 Penalty: 4785.479492
	Iteration 27Q: 3 clusters Score -2020725 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2020758.625000 Penalty: 4785.479492
	Iteration 28Q: 3 clusters Score -2020759 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2020788.125000 Penalty: 4785.479492
	Iteration 29Q: 3 clusters Score -2020788 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2020827.125000 Penalty: 4785.479492
	Iteration 30Q: 3 clusters Score -2020827 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2020857.625000 Penalty: 4785.479492
	Iteration 31Q: 3 clusters Score -2020858 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2020896.250000 Penalty: 4785.479492
	Iteration 32Q: 3 clusters Score -2020896 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2020923.250000 Penalty: 4785.479492
	Iteration 33Q: 3 clusters Score -2020923 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2020947.500000 Penalty: 4785.479492
	Iteration 34Q: 3 clusters Score -2020948 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2020966.875000 Penalty: 4785.479492
	Iteration 35Q: 3 clusters Score -2020967 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2020981.750000 Penalty: 4785.479492
	Iteration 36Q: 3 clusters Score -2020982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2020994.750000 Penalty: 4785.479492
	Iteration 37Q: 3 clusters Score -2020995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2020996.250000 Penalty: 4785.479492
	Iteration 38Q: 3 clusters Score -2020996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2021010.500000 Penalty: 4785.479492
	Iteration 39Q: 3 clusters Score -2021010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2021018.625000 Penalty: 4785.479492
	Iteration 40F: 3 clusters Score -2021019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2021023.875000 Penalty: 4785.479492
	Iteration 41Q: 3 clusters Score -2021024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2021037.125000 Penalty: 4785.479492
	Iteration 42Q: 3 clusters Score -2021037 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2021042.750000 Penalty: 4785.479492
	Iteration 43Q: 3 clusters Score -2021043 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2021058.250000 Penalty: 4785.479492
	Iteration 44Q: 3 clusters Score -2021058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2021067.500000 Penalty: 4785.479492
	Iteration 45Q: 3 clusters Score -2021068 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2021089.375000 Penalty: 4785.479492
	Iteration 46Q: 3 clusters Score -2021089 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2021104.500000 Penalty: 4785.479492
	Iteration 47Q: 3 clusters Score -2021104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2021119.000000 Penalty: 4785.479492
	Iteration 48Q: 3 clusters Score -2021119 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2021143.125000 Penalty: 4785.479492
	Iteration 49Q: 3 clusters Score -2021143 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2021166.750000 Penalty: 4785.479492
	Iteration 50Q: 3 clusters Score -2021167 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2021174.750000 Penalty: 4785.479492
	Iteration 51Q: 3 clusters Score -2021175 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2021189.250000 Penalty: 4785.479492
	Iteration 52Q: 3 clusters Score -2021189 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2021201.875000 Penalty: 4785.479492
	Iteration 53Q: 3 clusters Score -2021202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2021213.500000 Penalty: 4785.479492
	Iteration 54Q: 3 clusters Score -2021214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2021226.250000 Penalty: 4785.479492
	Iteration 55Q: 3 clusters Score -2021226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2021248.875000 Penalty: 4785.479492
	Iteration 56Q: 3 clusters Score -2021249 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2021269.250000 Penalty: 4785.479492
	Iteration 57Q: 3 clusters Score -2021269 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2021290.125000 Penalty: 4785.479492
	Iteration 58Q: 3 clusters Score -2021290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2021301.875000 Penalty: 4785.479492
	Iteration 59Q: 3 clusters Score -2021302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2021319.125000 Penalty: 4785.479492
	Iteration 60F: 3 clusters Score -2021319 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2021345.625000 Penalty: 4785.479492
	Iteration 61Q: 3 clusters Score -2021346 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2021364.625000 Penalty: 4785.479492
	Iteration 62Q: 3 clusters Score -2021365 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2021392.375000 Penalty: 4785.479492
	Iteration 63Q: 3 clusters Score -2021392 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2021407.875000 Penalty: 4785.479492
	Iteration 64Q: 3 clusters Score -2021408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2021420.750000 Penalty: 4785.479492
	Iteration 65Q: 3 clusters Score -2021421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2021440.250000 Penalty: 4785.479492
	Iteration 66Q: 3 clusters Score -2021440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2021449.250000 Penalty: 4785.479492
	Iteration 67Q: 3 clusters Score -2021449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2021464.250000 Penalty: 4785.479492
	Iteration 68Q: 3 clusters Score -2021464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2021466.750000 Penalty: 4785.479492
	Iteration 69Q: 3 clusters Score -2021467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2021469.375000 Penalty: 4785.479492
	Iteration 70Q: 3 clusters Score -2021469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2021475.875000 Penalty: 4785.479492
	Iteration 71Q: 3 clusters Score -2021476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2021477.875000 Penalty: 4785.479492
	Iteration 72Q: 3 clusters Score -2021478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2021478.125000 Penalty: 4785.479492
	Iteration 73Q: 3 clusters Score -2021478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2021485.000000 Penalty: 4785.479492
	Iteration 74Q: 3 clusters Score -2021485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2021493.750000 Penalty: 4785.479492
	Iteration 75Q: 3 clusters Score -2021494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2021495.750000 Penalty: 4785.479492
	Iteration 76Q: 3 clusters Score -2021496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2021497.500000 Penalty: 4785.479492
	Iteration 77Q: 3 clusters Score -2021498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2021496.625000 Penalty: 4785.479492
	Iteration 78Q: 3 clusters Score -2021497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2021493.875000 Penalty: 4785.479492
	Iteration 79Q: 3 clusters Score -2021494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2021494.750000 Penalty: 4785.479492
	Iteration 80F: 3 clusters Score -2021495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2021498.000000 Penalty: 4785.479492
	Iteration 81Q: 3 clusters Score -2021498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2021499.250000 Penalty: 4785.479492
	Iteration 82Q: 3 clusters Score -2021499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2021499.250000 Penalty: 4785.479492
	Iteration 83F: 3 clusters Score -2021499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Entering Unmasked Estep 
Score: -4595932.000000 Penalty: 2601.277344
	Iteration 0F: 2 clusters Score -4595932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -4571346.000000 Penalty: 5202.554688
	Iteration 0F: 3 clusters Score -4571346 nChanged 16360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -4580376.000000 Penalty: 5202.554688
	Iteration 1F: 3 clusters Score -4580376 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -4580823.000000 Penalty: 5202.554688
	Iteration 2Q: 3 clusters Score -4580823 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -4581280.000000 Penalty: 5202.554688
	Iteration 3Q: 3 clusters Score -4581280 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -4581756.000000 Penalty: 5202.554688
	Iteration 4Q: 3 clusters Score -4581756 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -4582430.000000 Penalty: 5202.554688
	Iteration 5Q: 3 clusters Score -4582430 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -4583295.500000 Penalty: 5202.554688
	Iteration 6F: 3 clusters Score -4583296 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -4584387.000000 Penalty: 5202.554688
	Iteration 7F: 3 clusters Score -4584387 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -4585589.000000 Penalty: 5202.554688
	Iteration 8F: 3 clusters Score -4585589 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -4586975.500000 Penalty: 5202.554688
	Iteration 9F: 3 clusters Score -4586976 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -4588584.500000 Penalty: 5202.554688
	Iteration 10F: 3 clusters Score -4588584 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -4590010.500000 Penalty: 5202.554688
	Iteration 11F: 3 clusters Score -4590010 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4591199.000000 Penalty: 5202.554688
	Iteration 12Q: 3 clusters Score -4591199 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -4592240.500000 Penalty: 5202.554688
	Iteration 13Q: 3 clusters Score -4592240 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -4593012.500000 Penalty: 5202.554688
	Iteration 14Q: 3 clusters Score -4593012 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -4593448.500000 Penalty: 5202.554688
	Iteration 15Q: 3 clusters Score -4593448 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -4593709.500000 Penalty: 5202.554688
	Iteration 16Q: 3 clusters Score -4593710 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -4593837.500000 Penalty: 5202.554688
	Iteration 17Q: 3 clusters Score -4593838 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -4593951.000000 Penalty: 5202.554688
	Iteration 18Q: 3 clusters Score -4593951 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -4594009.000000 Penalty: 5202.554688
	Iteration 19Q: 3 clusters Score -4594009 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -4594047.000000 Penalty: 5202.554688
	Iteration 20F: 3 clusters Score -4594047 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -4594065.000000 Penalty: 5202.554688
	Iteration 21Q: 3 clusters Score -4594065 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -4594088.500000 Penalty: 5202.554688
	Iteration 22Q: 3 clusters Score -4594088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -4594101.000000 Penalty: 5202.554688
	Iteration 23Q: 3 clusters Score -4594101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -4594111.000000 Penalty: 5202.554688
	Iteration 24Q: 3 clusters Score -4594111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -4594119.500000 Penalty: 5202.554688
	Iteration 25Q: 3 clusters Score -4594120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -4594124.500000 Penalty: 5202.554688
	Iteration 26Q: 3 clusters Score -4594124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -4594131.000000 Penalty: 5202.554688
	Iteration 27Q: 3 clusters Score -4594131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -4594132.500000 Penalty: 5202.554688
	Iteration 28Q: 3 clusters Score -4594132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -4594132.500000 Penalty: 5202.554688
	Iteration 29Q: 3 clusters Score -4594132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -4594137.500000 Penalty: 5202.554688
	Iteration 30Q: 3 clusters Score -4594138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -4594134.000000 Penalty: 5202.554688
	Iteration 31Q: 3 clusters Score -4594134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -4594135.000000 Penalty: 5202.554688
	Iteration 32Q: 3 clusters Score -4594135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -4594140.500000 Penalty: 5202.554688
	Iteration 33Q: 3 clusters Score -4594140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -4594136.000000 Penalty: 5202.554688
	Iteration 34Q: 3 clusters Score -4594136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -4594139.500000 Penalty: 5202.554688
	Iteration 35Q: 3 clusters Score -4594140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -4594140.000000 Penalty: 5202.554688
	Iteration 36Q: 3 clusters Score -4594140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -4594141.500000 Penalty: 5202.554688
	Iteration 37Q: 3 clusters Score -4594142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -4594142.000000 Penalty: 5202.554688
	Iteration 38Q: 3 clusters Score -4594142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -4594145.000000 Penalty: 5202.554688
	Iteration 39Q: 3 clusters Score -4594145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -4594143.000000 Penalty: 5202.554688
	Iteration 40F: 3 clusters Score -4594143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -113490.718750 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -113490.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -111590.539062 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -111590.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -112178.742188 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -112178.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -112607.640625 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -112607.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -113086.945312 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -113086.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -113464.351562 Penalty: 3437.525391
	Iteration 4F: 3 clusters Score -113464.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -113970.765625 Penalty: 3437.525391
	Iteration 5F: 3 clusters Score -113970.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -114180.445312 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -114180.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -114329.218750 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -114329.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -114384.703125 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -114384.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -114401.085938 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -114401.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -114412.250000 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -114412.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -114417.148438 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -114417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -114418.476562 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -114418.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -114419.632812 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -114419.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -114421.304688 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -114421.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -114422.578125 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -114422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -114425.101562 Penalty: 3437.525391
	Iteration 16Q: 3 clusters Score -114425.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -114425.101562 Penalty: 3437.525391
	Iteration 17F: 3 clusters Score -114425.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15493 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 439 members 
Mstep: Class 6 contains 218830 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7130 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7691 members 
Mstep: Class 17 contains 59543 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 41751 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15651 members 
Mstep: Class 24 contains 193132 members 
Mstep: Class 25 contains 584 members 
Entering Unmasked Estep 
Score: -90822088.000000 Penalty: 83590.781250
Splitting cluster 5 changes total score from -90822816.000000 to -90822088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (218830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218830 members 
Entering Unmasked Estep 
Score: -28531522.000000 Penalty: 3049.420410
	Iteration 0F: 2 clusters Score -2.853152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109273 members 
Mstep: Class 2 contains 109557 members 
Entering Unmasked Estep 
Score: -28390898.000000 Penalty: 6098.840820
	Iteration 0F: 3 clusters Score -2.83909e+07 nChanged 105310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105389 members 
Mstep: Class 2 contains 113441 members 
Entering Unmasked Estep 
Score: -28453402.000000 Penalty: 6098.840820
	Iteration 1F: 3 clusters Score -2.84534e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103109 members 
Mstep: Class 2 contains 115721 members 
Entering Unmasked Estep 
Score: -28454774.000000 Penalty: 6098.840820
	Iteration 2Q: 3 clusters Score -2.845477e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99508 members 
Mstep: Class 2 contains 119322 members 
Entering Unmasked Estep 
Score: -28456930.000000 Penalty: 6098.840820
	Iteration 3Q: 3 clusters Score -2.845693e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 124852 members 
Entering Unmasked Estep 
Score: -28460204.000000 Penalty: 6098.840820
	Iteration 4Q: 3 clusters Score -2.84602e+07 nChanged 11761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85623 members 
Mstep: Class 2 contains 133207 members 
Entering Unmasked Estep 
Score: -28466166.000000 Penalty: 6098.840820
	Iteration 5F: 3 clusters Score -2.846617e+07 nChanged 14988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73935 members 
Mstep: Class 2 contains 144895 members 
Entering Unmasked Estep 
Score: -28476426.000000 Penalty: 6098.840820
	Iteration 6F: 3 clusters Score -2.847643e+07 nChanged 17045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 158578 members 
Entering Unmasked Estep 
Score: -28492420.000000 Penalty: 6098.840820
	Iteration 7F: 3 clusters Score -2.849242e+07 nChanged 15640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 170100 members 
Entering Unmasked Estep 
Score: -28510114.000000 Penalty: 6098.840820
	Iteration 8F: 3 clusters Score -2.851011e+07 nChanged 11219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 175603 members 
Entering Unmasked Estep 
Score: -28520868.000000 Penalty: 6098.840820
	Iteration 9F: 3 clusters Score -2.852087e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 177938 members 
Entering Unmasked Estep 
Score: -28523946.000000 Penalty: 6098.840820
	Iteration 10Q: 3 clusters Score -2.852395e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 179703 members 
Entering Unmasked Estep 
Score: -28524964.000000 Penalty: 6098.840820
	Iteration 11Q: 3 clusters Score -2.852496e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 181243 members 
Entering Unmasked Estep 
Score: -28525508.000000 Penalty: 6098.840820
	Iteration 12Q: 3 clusters Score -2.852551e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 182606 members 
Entering Unmasked Estep 
Score: -28525868.000000 Penalty: 6098.840820
	Iteration 13Q: 3 clusters Score -2.852587e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 183910 members 
Entering Unmasked Estep 
Score: -28526388.000000 Penalty: 6098.840820
	Iteration 14Q: 3 clusters Score -2.852639e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 185137 members 
Entering Unmasked Estep 
Score: -28526644.000000 Penalty: 6098.840820
	Iteration 15Q: 3 clusters Score -2.852664e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 186244 members 
Entering Unmasked Estep 
Score: -28526758.000000 Penalty: 6098.840820
	Iteration 16Q: 3 clusters Score -2.852676e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 187256 members 
Entering Unmasked Estep 
Score: -28526836.000000 Penalty: 6098.840820
	Iteration 17Q: 3 clusters Score -2.852684e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 188265 members 
Entering Unmasked Estep 
Score: -28526914.000000 Penalty: 6098.840820
	Iteration 18Q: 3 clusters Score -2.852691e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 189278 members 
Entering Unmasked Estep 
Score: -28527104.000000 Penalty: 6098.840820
	Iteration 19Q: 3 clusters Score -2.85271e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 190219 members 
Entering Unmasked Estep 
Score: -28527180.000000 Penalty: 6098.840820
	Iteration 20F: 3 clusters Score -2.852718e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 191169 members 
Entering Unmasked Estep 
Score: -28527288.000000 Penalty: 6098.840820
	Iteration 21Q: 3 clusters Score -2.852729e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 192139 members 
Entering Unmasked Estep 
Score: -28527450.000000 Penalty: 6098.840820
	Iteration 22Q: 3 clusters Score -2.852745e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 193137 members 
Entering Unmasked Estep 
Score: -28527630.000000 Penalty: 6098.840820
	Iteration 23Q: 3 clusters Score -2.852763e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 194091 members 
Entering Unmasked Estep 
Score: -28527604.000000 Penalty: 6098.840820
	Iteration 24Q: 3 clusters Score -2.85276e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 195007 members 
Entering Unmasked Estep 
Score: -28527688.000000 Penalty: 6098.840820
	Iteration 25Q: 3 clusters Score -2.852769e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 195900 members 
Entering Unmasked Estep 
Score: -28527802.000000 Penalty: 6098.840820
	Iteration 26Q: 3 clusters Score -2.85278e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 196808 members 
Entering Unmasked Estep 
Score: -28527820.000000 Penalty: 6098.840820
	Iteration 27Q: 3 clusters Score -2.852782e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 197658 members 
Entering Unmasked Estep 
Score: -28527972.000000 Penalty: 6098.840820
	Iteration 28Q: 3 clusters Score -2.852797e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 198528 members 
Entering Unmasked Estep 
Score: -28528062.000000 Penalty: 6098.840820
	Iteration 29Q: 3 clusters Score -2.852806e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 199404 members 
Entering Unmasked Estep 
Score: -28528018.000000 Penalty: 6098.840820
	Iteration 30Q: 3 clusters Score -2.852802e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 200282 members 
Entering Unmasked Estep 
Score: -28528156.000000 Penalty: 6098.840820
	Iteration 31Q: 3 clusters Score -2.852816e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 201180 members 
Entering Unmasked Estep 
Score: -28528138.000000 Penalty: 6098.840820
	Iteration 32Q: 3 clusters Score -2.852814e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 202004 members 
Entering Unmasked Estep 
Score: -28528342.000000 Penalty: 6098.840820
	Iteration 33Q: 3 clusters Score -2.852834e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 202794 members 
Entering Unmasked Estep 
Score: -28528392.000000 Penalty: 6098.840820
	Iteration 34Q: 3 clusters Score -2.852839e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 203567 members 
Entering Unmasked Estep 
Score: -28528440.000000 Penalty: 6098.840820
	Iteration 35Q: 3 clusters Score -2.852844e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 204320 members 
Entering Unmasked Estep 
Score: -28528574.000000 Penalty: 6098.840820
	Iteration 36Q: 3 clusters Score -2.852857e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 205031 members 
Entering Unmasked Estep 
Score: -28528678.000000 Penalty: 6098.840820
	Iteration 37Q: 3 clusters Score -2.852868e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 205694 members 
Entering Unmasked Estep 
Score: -28528668.000000 Penalty: 6098.840820
	Iteration 38Q: 3 clusters Score -2.852867e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 206307 members 
Entering Unmasked Estep 
Score: -28528778.000000 Penalty: 6098.840820
	Iteration 39Q: 3 clusters Score -2.852878e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 206886 members 
Entering Unmasked Estep 
Score: -28528758.000000 Penalty: 6098.840820
	Iteration 40F: 3 clusters Score -2.852876e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 207485 members 
Entering Unmasked Estep 
Score: -28528818.000000 Penalty: 6098.840820
	Iteration 41Q: 3 clusters Score -2.852882e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 208010 members 
Entering Unmasked Estep 
Score: -28528890.000000 Penalty: 6098.840820
	Iteration 42Q: 3 clusters Score -2.852889e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 208493 members 
Entering Unmasked Estep 
Score: -28528874.000000 Penalty: 6098.840820
	Iteration 43Q: 3 clusters Score -2.852887e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 208929 members 
Entering Unmasked Estep 
Score: -28528838.000000 Penalty: 6098.840820
	Iteration 44Q: 3 clusters Score -2.852884e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 209325 members 
Entering Unmasked Estep 
Score: -28528902.000000 Penalty: 6098.840820
	Iteration 45Q: 3 clusters Score -2.85289e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 209695 members 
Entering Unmasked Estep 
Score: -28528976.000000 Penalty: 6098.840820
	Iteration 46Q: 3 clusters Score -2.852898e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 210045 members 
Entering Unmasked Estep 
Score: -28529016.000000 Penalty: 6098.840820
	Iteration 47Q: 3 clusters Score -2.852902e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 210399 members 
Entering Unmasked Estep 
Score: -28529012.000000 Penalty: 6098.840820
	Iteration 48Q: 3 clusters Score -2.852901e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 210767 members 
Entering Unmasked Estep 
Score: -28528986.000000 Penalty: 6098.840820
	Iteration 49Q: 3 clusters Score -2.852899e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 211108 members 
Entering Unmasked Estep 
Score: -28528976.000000 Penalty: 6098.840820
	Iteration 50Q: 3 clusters Score -2.852898e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 211421 members 
Entering Unmasked Estep 
Score: -28528956.000000 Penalty: 6098.840820
	Iteration 51Q: 3 clusters Score -2.852896e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 211740 members 
Entering Unmasked Estep 
Score: -28528968.000000 Penalty: 6098.840820
	Iteration 52Q: 3 clusters Score -2.852897e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 212050 members 
Entering Unmasked Estep 
Score: -28529014.000000 Penalty: 6098.840820
	Iteration 53Q: 3 clusters Score -2.852901e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 212332 members 
Entering Unmasked Estep 
Score: -28529032.000000 Penalty: 6098.840820
	Iteration 54Q: 3 clusters Score -2.852903e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 212609 members 
Entering Unmasked Estep 
Score: -28529070.000000 Penalty: 6098.840820
	Iteration 55Q: 3 clusters Score -2.852907e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 212878 members 
Entering Unmasked Estep 
Score: -28529038.000000 Penalty: 6098.840820
	Iteration 56Q: 3 clusters Score -2.852904e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 213125 members 
Entering Unmasked Estep 
Score: -28529098.000000 Penalty: 6098.840820
	Iteration 57Q: 3 clusters Score -2.85291e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 213354 members 
Entering Unmasked Estep 
Score: -28529134.000000 Penalty: 6098.840820
	Iteration 58Q: 3 clusters Score -2.852913e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 213567 members 
Entering Unmasked Estep 
Score: -28529174.000000 Penalty: 6098.840820
	Iteration 59Q: 3 clusters Score -2.852917e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 213770 members 
Entering Unmasked Estep 
Score: -28529166.000000 Penalty: 6098.840820
	Iteration 60F: 3 clusters Score -2.852917e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 213962 members 
Entering Unmasked Estep 
Score: -28529200.000000 Penalty: 6098.840820
	Iteration 61Q: 3 clusters Score -2.85292e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 214137 members 
Entering Unmasked Estep 
Score: -28529198.000000 Penalty: 6098.840820
	Iteration 62Q: 3 clusters Score -2.85292e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 214294 members 
Entering Unmasked Estep 
Score: -28529164.000000 Penalty: 6098.840820
	Iteration 63Q: 3 clusters Score -2.852916e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 214467 members 
Entering Unmasked Estep 
Score: -28529208.000000 Penalty: 6098.840820
	Iteration 64Q: 3 clusters Score -2.852921e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 214648 members 
Entering Unmasked Estep 
Score: -28529212.000000 Penalty: 6098.840820
	Iteration 65Q: 3 clusters Score -2.852921e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 214803 members 
Entering Unmasked Estep 
Score: -28529208.000000 Penalty: 6098.840820
	Iteration 66Q: 3 clusters Score -2.852921e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 214954 members 
Entering Unmasked Estep 
Score: -28529234.000000 Penalty: 6098.840820
	Iteration 67Q: 3 clusters Score -2.852923e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 215099 members 
Entering Unmasked Estep 
Score: -28529294.000000 Penalty: 6098.840820
	Iteration 68Q: 3 clusters Score -2.852929e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 215230 members 
Entering Unmasked Estep 
Score: -28529274.000000 Penalty: 6098.840820
	Iteration 69Q: 3 clusters Score -2.852927e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 215344 members 
Entering Unmasked Estep 
Score: -28529270.000000 Penalty: 6098.840820
	Iteration 70Q: 3 clusters Score -2.852927e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 215457 members 
Entering Unmasked Estep 
Score: -28529310.000000 Penalty: 6098.840820
	Iteration 71Q: 3 clusters Score -2.852931e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 215557 members 
Entering Unmasked Estep 
Score: -28529308.000000 Penalty: 6098.840820
	Iteration 72Q: 3 clusters Score -2.852931e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 215645 members 
Entering Unmasked Estep 
Score: -28529322.000000 Penalty: 6098.840820
	Iteration 73Q: 3 clusters Score -2.852932e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 215726 members 
Entering Unmasked Estep 
Score: -28529286.000000 Penalty: 6098.840820
	Iteration 74Q: 3 clusters Score -2.852929e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 215796 members 
Entering Unmasked Estep 
Score: -28529312.000000 Penalty: 6098.840820
	Iteration 75Q: 3 clusters Score -2.852931e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 215855 members 
Entering Unmasked Estep 
Score: -28529372.000000 Penalty: 6098.840820
	Iteration 76Q: 3 clusters Score -2.852937e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 215902 members 
Entering Unmasked Estep 
Score: -28529350.000000 Penalty: 6098.840820
	Iteration 77Q: 3 clusters Score -2.852935e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 215948 members 
Entering Unmasked Estep 
Score: -28529304.000000 Penalty: 6098.840820
	Iteration 78Q: 3 clusters Score -2.85293e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 216005 members 
Entering Unmasked Estep 
Score: -28529270.000000 Penalty: 6098.840820
	Iteration 79Q: 3 clusters Score -2.852927e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 216066 members 
Entering Unmasked Estep 
Score: -28529262.000000 Penalty: 6098.840820
	Iteration 80F: 3 clusters Score -2.852926e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 216120 members 
Entering Unmasked Estep 
Score: -28529280.000000 Penalty: 6098.840820
	Iteration 81Q: 3 clusters Score -2.852928e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 216170 members 
Entering Unmasked Estep 
Score: -28529310.000000 Penalty: 6098.840820
	Iteration 82Q: 3 clusters Score -2.852931e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 216216 members 
Entering Unmasked Estep 
Score: -28529288.000000 Penalty: 6098.840820
	Iteration 83Q: 3 clusters Score -2.852929e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 216274 members 
Entering Unmasked Estep 
Score: -28529318.000000 Penalty: 6098.840820
	Iteration 84Q: 3 clusters Score -2.852932e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 216318 members 
Entering Unmasked Estep 
Score: -28529312.000000 Penalty: 6098.840820
	Iteration 85Q: 3 clusters Score -2.852931e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 216353 members 
Entering Unmasked Estep 
Score: -28529316.000000 Penalty: 6098.840820
	Iteration 86Q: 3 clusters Score -2.852932e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 216386 members 
Entering Unmasked Estep 
Score: -28529322.000000 Penalty: 6098.840820
	Iteration 87Q: 3 clusters Score -2.852932e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 216417 members 
Entering Unmasked Estep 
Score: -28529328.000000 Penalty: 6098.840820
	Iteration 88Q: 3 clusters Score -2.852933e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 216448 members 
Entering Unmasked Estep 
Score: -28529328.000000 Penalty: 6098.840820
	Iteration 89Q: 3 clusters Score -2.852933e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 216465 members 
Entering Unmasked Estep 
Score: -28529358.000000 Penalty: 6098.840820
	Iteration 90Q: 3 clusters Score -2.852936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 216481 members 
Entering Unmasked Estep 
Score: -28529356.000000 Penalty: 6098.840820
	Iteration 91Q: 3 clusters Score -2.852936e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 216502 members 
Entering Unmasked Estep 
Score: -28529376.000000 Penalty: 6098.840820
	Iteration 92Q: 3 clusters Score -2.852938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 216521 members 
Entering Unmasked Estep 
Score: -28529344.000000 Penalty: 6098.840820
	Iteration 93Q: 3 clusters Score -2.852934e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 216539 members 
Entering Unmasked Estep 
Score: -28529356.000000 Penalty: 6098.840820
	Iteration 94Q: 3 clusters Score -2.852936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 216549 members 
Entering Unmasked Estep 
Score: -28529338.000000 Penalty: 6098.840820
	Iteration 95Q: 3 clusters Score -2.852934e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 216569 members 
Entering Unmasked Estep 
Score: -28529328.000000 Penalty: 6098.840820
	Iteration 96Q: 3 clusters Score -2.852933e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 216591 members 
Entering Unmasked Estep 
Score: -28529354.000000 Penalty: 6098.840820
	Iteration 97Q: 3 clusters Score -2.852935e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 216612 members 
Entering Unmasked Estep 
Score: -28529340.000000 Penalty: 6098.840820
	Iteration 98Q: 3 clusters Score -2.852934e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 216628 members 
Entering Unmasked Estep 
Score: -28529390.000000 Penalty: 6098.840820
	Iteration 99Q: 3 clusters Score -2.852939e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 216658 members 
Entering Unmasked Estep 
Score: -28529386.000000 Penalty: 6098.840820
	Iteration 100F: 3 clusters Score -2.852939e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 216674 members 
Entering Unmasked Estep 
Score: -28529402.000000 Penalty: 6098.840820
	Iteration 101Q: 3 clusters Score -2.85294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 216685 members 
Entering Unmasked Estep 
Score: -28529390.000000 Penalty: 6098.840820
	Iteration 102Q: 3 clusters Score -2.852939e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 216700 members 
Entering Unmasked Estep 
Score: -28529366.000000 Penalty: 6098.840820
	Iteration 103Q: 3 clusters Score -2.852937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 216718 members 
Entering Unmasked Estep 
Score: -28529366.000000 Penalty: 6098.840820
	Iteration 104Q: 3 clusters Score -2.852937e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 216732 members 
Entering Unmasked Estep 
Score: -28529358.000000 Penalty: 6098.840820
	Iteration 105Q: 3 clusters Score -2.852936e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 216745 members 
Entering Unmasked Estep 
Score: -28529340.000000 Penalty: 6098.840820
	Iteration 106Q: 3 clusters Score -2.852934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 216753 members 
Entering Unmasked Estep 
Score: -28529352.000000 Penalty: 6098.840820
	Iteration 107Q: 3 clusters Score -2.852935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 216759 members 
Entering Unmasked Estep 
Score: -28529344.000000 Penalty: 6098.840820
	Iteration 108Q: 3 clusters Score -2.852934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 216764 members 
Entering Unmasked Estep 
Score: -28529336.000000 Penalty: 6098.840820
	Iteration 109Q: 3 clusters Score -2.852934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 216769 members 
Entering Unmasked Estep 
Score: -28529342.000000 Penalty: 6098.840820
	Iteration 110Q: 3 clusters Score -2.852934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 216773 members 
Entering Unmasked Estep 
Score: -28529316.000000 Penalty: 6098.840820
	Iteration 111Q: 3 clusters Score -2.852932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 216775 members 
Entering Unmasked Estep 
Score: -28529328.000000 Penalty: 6098.840820
	Iteration 112Q: 3 clusters Score -2.852933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 216775 members 
Entering Unmasked Estep 
Score: -28529328.000000 Penalty: 6098.840820
	Iteration 113F: 3 clusters Score -2.852933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -39392.414062 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -39392.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38060.835938 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -38060.84 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38293.777344 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -38293.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -38469.601562 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -38469.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38630.199219 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -38630.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38697.785156 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -38697.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -38776.785156 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -38776.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38804.585938 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -38804.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38804.585938 Penalty: 2952.808594
	Iteration 7F: 3 clusters Score -38804.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -59424.417969 Penalty: 1535.705811
	Iteration 0F: 2 clusters Score -59424.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57953.308594 Penalty: 3071.411621
	Iteration 0F: 3 clusters Score -57953.31 nChanged 87
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: -58140.941406 Penalty: 3071.411621
	Iteration 1F: 3 clusters Score -58140.94 nChanged 26
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: -58204.382812 Penalty: 3071.411621
	Iteration 2F: 3 clusters Score -58204.38 nChanged 12
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: -58229.679688 Penalty: 3071.411621
	Iteration 3Q: 3 clusters Score -58229.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58250.308594 Penalty: 3071.411621
	Iteration 4Q: 3 clusters Score -58250.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58252.117188 Penalty: 3071.411621
	Iteration 5Q: 3 clusters Score -58252.12 nChanged 2
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: -58256.550781 Penalty: 3071.411621
	Iteration 6Q: 3 clusters Score -58256.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58267.195312 Penalty: 3071.411621
	Iteration 7Q: 3 clusters Score -58267.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58276.023438 Penalty: 3071.411621
	Iteration 8Q: 3 clusters Score -58276.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58284.199219 Penalty: 3071.411621
	Iteration 9Q: 3 clusters Score -58284.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58286.066406 Penalty: 3071.411621
	Iteration 10Q: 3 clusters Score -58286.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58286.066406 Penalty: 3071.411621
	Iteration 11F: 3 clusters Score -58286.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Entering Unmasked Estep 
Score: -1488958.250000 Penalty: 2313.572998
	Iteration 0F: 2 clusters Score -1488958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1480502.875000 Penalty: 4627.145996
	Iteration 0F: 3 clusters Score -1480503 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1482912.500000 Penalty: 4627.145996
	Iteration 1F: 3 clusters Score -1482912 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1483169.625000 Penalty: 4627.145996
	Iteration 2F: 3 clusters Score -1483170 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1483352.500000 Penalty: 4627.145996
	Iteration 3Q: 3 clusters Score -1483352 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1483489.625000 Penalty: 4627.145996
	Iteration 4Q: 3 clusters Score -1483490 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1483601.000000 Penalty: 4627.145996
	Iteration 5Q: 3 clusters Score -1483601 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1483725.750000 Penalty: 4627.145996
	Iteration 6Q: 3 clusters Score -1483726 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1483873.000000 Penalty: 4627.145996
	Iteration 7Q: 3 clusters Score -1483873 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1484022.500000 Penalty: 4627.145996
	Iteration 8Q: 3 clusters Score -1484022 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1484195.875000 Penalty: 4627.145996
	Iteration 9Q: 3 clusters Score -1484196 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1484394.375000 Penalty: 4627.145996
	Iteration 10Q: 3 clusters Score -1484394 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1484610.500000 Penalty: 4627.145996
	Iteration 11Q: 3 clusters Score -1484610 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1484884.750000 Penalty: 4627.145996
	Iteration 12Q: 3 clusters Score -1484885 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1485238.375000 Penalty: 4627.145996
	Iteration 13Q: 3 clusters Score -1485238 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1485661.250000 Penalty: 4627.145996
	Iteration 14Q: 3 clusters Score -1485661 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1486003.750000 Penalty: 4627.145996
	Iteration 15Q: 3 clusters Score -1486004 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1486210.875000 Penalty: 4627.145996
	Iteration 16Q: 3 clusters Score -1486211 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1486381.125000 Penalty: 4627.145996
	Iteration 17Q: 3 clusters Score -1486381 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1486545.250000 Penalty: 4627.145996
	Iteration 18Q: 3 clusters Score -1486545 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1486647.250000 Penalty: 4627.145996
	Iteration 19Q: 3 clusters Score -1486647 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1486708.625000 Penalty: 4627.145996
	Iteration 20F: 3 clusters Score -1486709 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1486761.000000 Penalty: 4627.145996
	Iteration 21Q: 3 clusters Score -1486761 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1486814.500000 Penalty: 4627.145996
	Iteration 22Q: 3 clusters Score -1486814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1486845.125000 Penalty: 4627.145996
	Iteration 23Q: 3 clusters Score -1486845 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1486879.875000 Penalty: 4627.145996
	Iteration 24Q: 3 clusters Score -1486880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1486901.375000 Penalty: 4627.145996
	Iteration 25Q: 3 clusters Score -1486901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1486921.750000 Penalty: 4627.145996
	Iteration 26Q: 3 clusters Score -1486922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1486932.625000 Penalty: 4627.145996
	Iteration 27Q: 3 clusters Score -1486933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1486948.625000 Penalty: 4627.145996
	Iteration 28Q: 3 clusters Score -1486949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1486957.750000 Penalty: 4627.145996
	Iteration 29Q: 3 clusters Score -1486958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1486962.375000 Penalty: 4627.145996
	Iteration 30Q: 3 clusters Score -1486962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1486964.875000 Penalty: 4627.145996
	Iteration 31Q: 3 clusters Score -1486965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1486970.500000 Penalty: 4627.145996
	Iteration 32Q: 3 clusters Score -1486970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1486971.250000 Penalty: 4627.145996
	Iteration 33Q: 3 clusters Score -1486971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1486974.125000 Penalty: 4627.145996
	Iteration 34Q: 3 clusters Score -1486974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1486977.875000 Penalty: 4627.145996
	Iteration 35Q: 3 clusters Score -1486978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1486979.000000 Penalty: 4627.145996
	Iteration 36Q: 3 clusters Score -1486979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1486980.250000 Penalty: 4627.145996
	Iteration 37Q: 3 clusters Score -1486980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1486984.000000 Penalty: 4627.145996
	Iteration 38Q: 3 clusters Score -1486984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1486986.125000 Penalty: 4627.145996
	Iteration 39Q: 3 clusters Score -1486986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1486990.000000 Penalty: 4627.145996
	Iteration 40F: 3 clusters Score -1486990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1486992.375000 Penalty: 4627.145996
	Iteration 41Q: 3 clusters Score -1486992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1486995.250000 Penalty: 4627.145996
	Iteration 42Q: 3 clusters Score -1486995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1486995.500000 Penalty: 4627.145996
	Iteration 43Q: 3 clusters Score -1486996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1486995.500000 Penalty: 4627.145996
	Iteration 44F: 3 clusters Score -1486996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -187373.296875 Penalty: 1832.305420
	Iteration 0F: 2 clusters Score -187373.3 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 829 members 
Entering Unmasked Estep 
Score: -184991.953125 Penalty: 3664.610840
	Iteration 0F: 3 clusters Score -184992 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -185475.828125 Penalty: 3664.610840
	Iteration 1F: 3 clusters Score -185475.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -185665.656250 Penalty: 3664.610840
	Iteration 2F: 3 clusters Score -185665.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -185764.359375 Penalty: 3664.610840
	Iteration 3F: 3 clusters Score -185764.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -185805.437500 Penalty: 3664.610840
	Iteration 4Q: 3 clusters Score -185805.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -185839.390625 Penalty: 3664.610840
	Iteration 5Q: 3 clusters Score -185839.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -185883.828125 Penalty: 3664.610840
	Iteration 6Q: 3 clusters Score -185883.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -185933.203125 Penalty: 3664.610840
	Iteration 7Q: 3 clusters Score -185933.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -185970.750000 Penalty: 3664.610840
	Iteration 8Q: 3 clusters Score -185970.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -186004.187500 Penalty: 3664.610840
	Iteration 9Q: 3 clusters Score -186004.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -186023.687500 Penalty: 3664.610840
	Iteration 10Q: 3 clusters Score -186023.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -186057.109375 Penalty: 3664.610840
	Iteration 11Q: 3 clusters Score -186057.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -186073.328125 Penalty: 3664.610840
	Iteration 12Q: 3 clusters Score -186073.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -186089.250000 Penalty: 3664.610840
	Iteration 13Q: 3 clusters Score -186089.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -186095.703125 Penalty: 3664.610840
	Iteration 14Q: 3 clusters Score -186095.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -186100.250000 Penalty: 3664.610840
	Iteration 15Q: 3 clusters Score -186100.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -186106.781250 Penalty: 3664.610840
	Iteration 16Q: 3 clusters Score -186106.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -186113.500000 Penalty: 3664.610840
	Iteration 17Q: 3 clusters Score -186113.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -186119.171875 Penalty: 3664.610840
	Iteration 18Q: 3 clusters Score -186119.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -186121.609375 Penalty: 3664.610840
	Iteration 19Q: 3 clusters Score -186121.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -186122.000000 Penalty: 3664.610840
	Iteration 20F: 3 clusters Score -186122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Entering Unmasked Estep 
Score: -1791559.125000 Penalty: 2362.165039
	Iteration 0F: 2 clusters Score -1791559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1781398.625000 Penalty: 4724.330078
	Iteration 0F: 3 clusters Score -1781399 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1784880.250000 Penalty: 4724.330078
	Iteration 1F: 3 clusters Score -1784880 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1785508.375000 Penalty: 4724.330078
	Iteration 2F: 3 clusters Score -1785508 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1786256.500000 Penalty: 4724.330078
	Iteration 3F: 3 clusters Score -1786256 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1787016.625000 Penalty: 4724.330078
	Iteration 4F: 3 clusters Score -1787017 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1787703.875000 Penalty: 4724.330078
	Iteration 5F: 3 clusters Score -1787704 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1788409.500000 Penalty: 4724.330078
	Iteration 6F: 3 clusters Score -1788410 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1789336.875000 Penalty: 4724.330078
	Iteration 7F: 3 clusters Score -1789337 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1790297.125000 Penalty: 4724.330078
	Iteration 8F: 3 clusters Score -1790297 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1791043.500000 Penalty: 4724.330078
	Iteration 9F: 3 clusters Score -1791044 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1791447.625000 Penalty: 4724.330078
	Iteration 10Q: 3 clusters Score -1791448 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1791646.125000 Penalty: 4724.330078
	Iteration 11Q: 3 clusters Score -1791646 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1791733.250000 Penalty: 4724.330078
	Iteration 12Q: 3 clusters Score -1791733 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1791797.625000 Penalty: 4724.330078
	Iteration 13Q: 3 clusters Score -1791798 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1791852.750000 Penalty: 4724.330078
	Iteration 14Q: 3 clusters Score -1791853 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1791883.875000 Penalty: 4724.330078
	Iteration 15Q: 3 clusters Score -1791884 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1791904.875000 Penalty: 4724.330078
	Iteration 16Q: 3 clusters Score -1791905 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1791924.125000 Penalty: 4724.330078
	Iteration 17Q: 3 clusters Score -1791924 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1791939.750000 Penalty: 4724.330078
	Iteration 18Q: 3 clusters Score -1791940 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1791953.250000 Penalty: 4724.330078
	Iteration 19Q: 3 clusters Score -1791953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1791960.500000 Penalty: 4724.330078
	Iteration 20F: 3 clusters Score -1791960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1791966.125000 Penalty: 4724.330078
	Iteration 21Q: 3 clusters Score -1791966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1791978.500000 Penalty: 4724.330078
	Iteration 22Q: 3 clusters Score -1791978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1791990.875000 Penalty: 4724.330078
	Iteration 23Q: 3 clusters Score -1791991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1791995.250000 Penalty: 4724.330078
	Iteration 24Q: 3 clusters Score -1791995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1791998.125000 Penalty: 4724.330078
	Iteration 25Q: 3 clusters Score -1791998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1792002.875000 Penalty: 4724.330078
	Iteration 26Q: 3 clusters Score -1792003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1792001.750000 Penalty: 4724.330078
	Iteration 27Q: 3 clusters Score -1792002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1792001.500000 Penalty: 4724.330078
	Iteration 28Q: 3 clusters Score -1792002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1792005.250000 Penalty: 4724.330078
	Iteration 29Q: 3 clusters Score -1792005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1792007.250000 Penalty: 4724.330078
	Iteration 30Q: 3 clusters Score -1792007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1792007.750000 Penalty: 4724.330078
	Iteration 31Q: 3 clusters Score -1792008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1792009.375000 Penalty: 4724.330078
	Iteration 32Q: 3 clusters Score -1792009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1792011.250000 Penalty: 4724.330078
	Iteration 33Q: 3 clusters Score -1792011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1792011.250000 Penalty: 4724.330078
	Iteration 34Q: 3 clusters Score -1792011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1792009.125000 Penalty: 4724.330078
	Iteration 35Q: 3 clusters Score -1792009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1792009.625000 Penalty: 4724.330078
	Iteration 36Q: 3 clusters Score -1792010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1792012.000000 Penalty: 4724.330078
	Iteration 37Q: 3 clusters Score -1792012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1792011.250000 Penalty: 4724.330078
	Iteration 38Q: 3 clusters Score -1792011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1792011.250000 Penalty: 4724.330078
	Iteration 39F: 3 clusters Score -1792011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15493 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218830 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 7313 members 
Mstep: Class 12 contains 7130 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7691 members 
Mstep: Class 17 contains 59543 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 41751 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15651 members 
Mstep: Class 24 contains 193132 members 
Mstep: Class 25 contains 6383 members 
Entering Unmasked Estep 
Score: -90822280.000000 Penalty: 83590.781250
Splitting cluster 11 changes total score from -90822816.000000 to -90822280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (7130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Entering Unmasked Estep 
Score: -932255.687500 Penalty: 2200.272461
	Iteration 0F: 2 clusters Score -932255.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -926369.562500 Penalty: 4400.544922
	Iteration 0F: 3 clusters Score -926369.6 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -927893.125000 Penalty: 4400.544922
	Iteration 1F: 3 clusters Score -927893.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -928133.750000 Penalty: 4400.544922
	Iteration 2F: 3 clusters Score -928133.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -928283.687500 Penalty: 4400.544922
	Iteration 3Q: 3 clusters Score -928283.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -928371.312500 Penalty: 4400.544922
	Iteration 4Q: 3 clusters Score -928371.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -928436.562500 Penalty: 4400.544922
	Iteration 5Q: 3 clusters Score -928436.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -928495.937500 Penalty: 4400.544922
	Iteration 6Q: 3 clusters Score -928495.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -928559.375000 Penalty: 4400.544922
	Iteration 7Q: 3 clusters Score -928559.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -928616.125000 Penalty: 4400.544922
	Iteration 8Q: 3 clusters Score -928616.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -928666.625000 Penalty: 4400.544922
	Iteration 9Q: 3 clusters Score -928666.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -928722.937500 Penalty: 4400.544922
	Iteration 10Q: 3 clusters Score -928722.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -928789.250000 Penalty: 4400.544922
	Iteration 11Q: 3 clusters Score -928789.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -928860.312500 Penalty: 4400.544922
	Iteration 12Q: 3 clusters Score -928860.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -928940.562500 Penalty: 4400.544922
	Iteration 13Q: 3 clusters Score -928940.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -929028.812500 Penalty: 4400.544922
	Iteration 14Q: 3 clusters Score -929028.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -929143.125000 Penalty: 4400.544922
	Iteration 15Q: 3 clusters Score -929143.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -929271.687500 Penalty: 4400.544922
	Iteration 16Q: 3 clusters Score -929271.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -929376.937500 Penalty: 4400.544922
	Iteration 17Q: 3 clusters Score -929376.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -929487.687500 Penalty: 4400.544922
	Iteration 18Q: 3 clusters Score -929487.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -929608.562500 Penalty: 4400.544922
	Iteration 19Q: 3 clusters Score -929608.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -929742.750000 Penalty: 4400.544922
	Iteration 20F: 3 clusters Score -929742.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -929855.562500 Penalty: 4400.544922
	Iteration 21Q: 3 clusters Score -929855.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -929950.562500 Penalty: 4400.544922
	Iteration 22Q: 3 clusters Score -929950.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -930036.062500 Penalty: 4400.544922
	Iteration 23Q: 3 clusters Score -930036.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -930102.312500 Penalty: 4400.544922
	Iteration 24Q: 3 clusters Score -930102.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -930146.937500 Penalty: 4400.544922
	Iteration 25Q: 3 clusters Score -930146.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -930187.062500 Penalty: 4400.544922
	Iteration 26Q: 3 clusters Score -930187.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -930223.250000 Penalty: 4400.544922
	Iteration 27Q: 3 clusters Score -930223.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -930262.312500 Penalty: 4400.544922
	Iteration 28Q: 3 clusters Score -930262.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -930287.625000 Penalty: 4400.544922
	Iteration 29Q: 3 clusters Score -930287.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -930305.812500 Penalty: 4400.544922
	Iteration 30Q: 3 clusters Score -930305.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -930316.125000 Penalty: 4400.544922
	Iteration 31Q: 3 clusters Score -930316.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -930318.437500 Penalty: 4400.544922
	Iteration 32Q: 3 clusters Score -930318.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -930323.625000 Penalty: 4400.544922
	Iteration 33Q: 3 clusters Score -930323.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -930327.187500 Penalty: 4400.544922
	Iteration 34Q: 3 clusters Score -930327.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -930331.750000 Penalty: 4400.544922
	Iteration 35Q: 3 clusters Score -930331.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -930334.875000 Penalty: 4400.544922
	Iteration 36Q: 3 clusters Score -930334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -930337.250000 Penalty: 4400.544922
	Iteration 37Q: 3 clusters Score -930337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -930338.187500 Penalty: 4400.544922
	Iteration 38Q: 3 clusters Score -930338.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -930341.750000 Penalty: 4400.544922
	Iteration 39Q: 3 clusters Score -930341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -930342.750000 Penalty: 4400.544922
	Iteration 40F: 3 clusters Score -930342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -930342.000000 Penalty: 4400.544922
	Iteration 41Q: 3 clusters Score -930342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -930342.000000 Penalty: 4400.544922
	Iteration 42F: 3 clusters Score -930342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Entering Unmasked Estep 
Score: -861460.312500 Penalty: 2190.987793
	Iteration 0F: 2 clusters Score -861460.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -855792.812500 Penalty: 4381.975586
	Iteration 0F: 3 clusters Score -855792.8 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -857265.937500 Penalty: 4381.975586
	Iteration 1F: 3 clusters Score -857265.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -857575.437500 Penalty: 4381.975586
	Iteration 2F: 3 clusters Score -857575.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -857853.000000 Penalty: 4381.975586
	Iteration 3F: 3 clusters Score -857853 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -858110.875000 Penalty: 4381.975586
	Iteration 4F: 3 clusters Score -858110.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -858323.375000 Penalty: 4381.975586
	Iteration 5Q: 3 clusters Score -858323.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -858512.000000 Penalty: 4381.975586
	Iteration 6Q: 3 clusters Score -858512 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -858693.687500 Penalty: 4381.975586
	Iteration 7Q: 3 clusters Score -858693.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -858874.562500 Penalty: 4381.975586
	Iteration 8Q: 3 clusters Score -858874.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -859018.500000 Penalty: 4381.975586
	Iteration 9Q: 3 clusters Score -859018.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -859144.187500 Penalty: 4381.975586
	Iteration 10Q: 3 clusters Score -859144.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -859270.875000 Penalty: 4381.975586
	Iteration 11Q: 3 clusters Score -859270.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -859392.187500 Penalty: 4381.975586
	Iteration 12Q: 3 clusters Score -859392.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -859522.625000 Penalty: 4381.975586
	Iteration 13Q: 3 clusters Score -859522.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -859660.312500 Penalty: 4381.975586
	Iteration 14Q: 3 clusters Score -859660.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -859770.187500 Penalty: 4381.975586
	Iteration 15Q: 3 clusters Score -859770.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -859863.562500 Penalty: 4381.975586
	Iteration 16Q: 3 clusters Score -859863.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -859936.250000 Penalty: 4381.975586
	Iteration 17Q: 3 clusters Score -859936.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -859999.062500 Penalty: 4381.975586
	Iteration 18Q: 3 clusters Score -859999.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -860054.875000 Penalty: 4381.975586
	Iteration 19Q: 3 clusters Score -860054.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -860095.312500 Penalty: 4381.975586
	Iteration 20F: 3 clusters Score -860095.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -860127.375000 Penalty: 4381.975586
	Iteration 21Q: 3 clusters Score -860127.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -860155.375000 Penalty: 4381.975586
	Iteration 22Q: 3 clusters Score -860155.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -860174.750000 Penalty: 4381.975586
	Iteration 23Q: 3 clusters Score -860174.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -860200.562500 Penalty: 4381.975586
	Iteration 24Q: 3 clusters Score -860200.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -860219.062500 Penalty: 4381.975586
	Iteration 25Q: 3 clusters Score -860219.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -860232.500000 Penalty: 4381.975586
	Iteration 26Q: 3 clusters Score -860232.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -860241.562500 Penalty: 4381.975586
	Iteration 27Q: 3 clusters Score -860241.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -860246.750000 Penalty: 4381.975586
	Iteration 28Q: 3 clusters Score -860246.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -860247.562500 Penalty: 4381.975586
	Iteration 29Q: 3 clusters Score -860247.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -860255.875000 Penalty: 4381.975586
	Iteration 30Q: 3 clusters Score -860255.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -860261.062500 Penalty: 4381.975586
	Iteration 31Q: 3 clusters Score -860261.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -860264.000000 Penalty: 4381.975586
	Iteration 32Q: 3 clusters Score -860264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -860266.625000 Penalty: 4381.975586
	Iteration 33Q: 3 clusters Score -860266.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -860269.375000 Penalty: 4381.975586
	Iteration 34Q: 3 clusters Score -860269.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -860272.812500 Penalty: 4381.975586
	Iteration 35Q: 3 clusters Score -860272.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -860273.500000 Penalty: 4381.975586
	Iteration 36Q: 3 clusters Score -860273.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -860274.562500 Penalty: 4381.975586
	Iteration 37Q: 3 clusters Score -860274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -860275.250000 Penalty: 4381.975586
	Iteration 38Q: 3 clusters Score -860275.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -860275.000000 Penalty: 4381.975586
	Iteration 39Q: 3 clusters Score -860275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -860275.000000 Penalty: 4381.975586
	Iteration 40F: 3 clusters Score -860275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Entering Unmasked Estep 
Score: -3171220.750000 Penalty: 2524.739014
	Iteration 0F: 2 clusters Score -3171221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3152952.750000 Penalty: 5049.478027
	Iteration 0F: 3 clusters Score -3152953 nChanged 11832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3159534.250000 Penalty: 5049.478027
	Iteration 1F: 3 clusters Score -3159534 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3160267.750000 Penalty: 5049.478027
	Iteration 2F: 3 clusters Score -3160268 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3161091.250000 Penalty: 5049.478027
	Iteration 3F: 3 clusters Score -3161091 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -3162041.750000 Penalty: 5049.478027
	Iteration 4F: 3 clusters Score -3162042 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -3163079.750000 Penalty: 5049.478027
	Iteration 5F: 3 clusters Score -3163080 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -3164093.250000 Penalty: 5049.478027
	Iteration 6F: 3 clusters Score -3164093 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -3165026.000000 Penalty: 5049.478027
	Iteration 7F: 3 clusters Score -3165026 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -3165784.000000 Penalty: 5049.478027
	Iteration 8Q: 3 clusters Score -3165784 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -3166263.750000 Penalty: 5049.478027
	Iteration 9Q: 3 clusters Score -3166264 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3166588.000000 Penalty: 5049.478027
	Iteration 10Q: 3 clusters Score -3166588 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -3166807.250000 Penalty: 5049.478027
	Iteration 11Q: 3 clusters Score -3166807 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -3166949.500000 Penalty: 5049.478027
	Iteration 12Q: 3 clusters Score -3166950 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -3167070.750000 Penalty: 5049.478027
	Iteration 13Q: 3 clusters Score -3167071 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3167172.750000 Penalty: 5049.478027
	Iteration 14Q: 3 clusters Score -3167173 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -3167240.750000 Penalty: 5049.478027
	Iteration 15Q: 3 clusters Score -3167241 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3167321.500000 Penalty: 5049.478027
	Iteration 16Q: 3 clusters Score -3167322 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -3167368.500000 Penalty: 5049.478027
	Iteration 17Q: 3 clusters Score -3167368 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3167421.750000 Penalty: 5049.478027
	Iteration 18Q: 3 clusters Score -3167422 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -3167461.250000 Penalty: 5049.478027
	Iteration 19Q: 3 clusters Score -3167461 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -3167516.750000 Penalty: 5049.478027
	Iteration 20F: 3 clusters Score -3167517 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3167565.500000 Penalty: 5049.478027
	Iteration 21Q: 3 clusters Score -3167566 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3167580.000000 Penalty: 5049.478027
	Iteration 22Q: 3 clusters Score -3167580 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -3167613.250000 Penalty: 5049.478027
	Iteration 23Q: 3 clusters Score -3167613 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -3167633.250000 Penalty: 5049.478027
	Iteration 24Q: 3 clusters Score -3167633 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3167657.000000 Penalty: 5049.478027
	Iteration 25Q: 3 clusters Score -3167657 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3167669.000000 Penalty: 5049.478027
	Iteration 26Q: 3 clusters Score -3167669 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -3167687.250000 Penalty: 5049.478027
	Iteration 27Q: 3 clusters Score -3167687 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3167707.250000 Penalty: 5049.478027
	Iteration 28Q: 3 clusters Score -3167707 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -3167737.000000 Penalty: 5049.478027
	Iteration 29Q: 3 clusters Score -3167737 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -3167767.000000 Penalty: 5049.478027
	Iteration 30Q: 3 clusters Score -3167767 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -3167779.250000 Penalty: 5049.478027
	Iteration 31Q: 3 clusters Score -3167779 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -3167824.000000 Penalty: 5049.478027
	Iteration 32Q: 3 clusters Score -3167824 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -3167854.750000 Penalty: 5049.478027
	Iteration 33Q: 3 clusters Score -3167855 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -3167878.000000 Penalty: 5049.478027
	Iteration 34Q: 3 clusters Score -3167878 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -3167890.750000 Penalty: 5049.478027
	Iteration 35Q: 3 clusters Score -3167891 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -3167920.250000 Penalty: 5049.478027
	Iteration 36Q: 3 clusters Score -3167920 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -3167944.250000 Penalty: 5049.478027
	Iteration 37Q: 3 clusters Score -3167944 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -3167958.250000 Penalty: 5049.478027
	Iteration 38Q: 3 clusters Score -3167958 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -3167977.250000 Penalty: 5049.478027
	Iteration 39Q: 3 clusters Score -3167977 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3167999.500000 Penalty: 5049.478027
	Iteration 40F: 3 clusters Score -3168000 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -3168016.250000 Penalty: 5049.478027
	Iteration 41Q: 3 clusters Score -3168016 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3168042.750000 Penalty: 5049.478027
	Iteration 42Q: 3 clusters Score -3168043 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3168067.750000 Penalty: 5049.478027
	Iteration 43Q: 3 clusters Score -3168068 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3168111.750000 Penalty: 5049.478027
	Iteration 44Q: 3 clusters Score -3168112 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -3168134.750000 Penalty: 5049.478027
	Iteration 45Q: 3 clusters Score -3168135 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -3168167.250000 Penalty: 5049.478027
	Iteration 46Q: 3 clusters Score -3168167 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -3168219.750000 Penalty: 5049.478027
	Iteration 47Q: 3 clusters Score -3168220 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -3168261.500000 Penalty: 5049.478027
	Iteration 48Q: 3 clusters Score -3168262 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -3168304.000000 Penalty: 5049.478027
	Iteration 49Q: 3 clusters Score -3168304 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3168338.750000 Penalty: 5049.478027
	Iteration 50Q: 3 clusters Score -3168339 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -3168368.000000 Penalty: 5049.478027
	Iteration 51Q: 3 clusters Score -3168368 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -3168401.250000 Penalty: 5049.478027
	Iteration 52Q: 3 clusters Score -3168401 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3168449.750000 Penalty: 5049.478027
	Iteration 53Q: 3 clusters Score -3168450 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3168505.500000 Penalty: 5049.478027
	Iteration 54Q: 3 clusters Score -3168506 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -3168556.250000 Penalty: 5049.478027
	Iteration 55Q: 3 clusters Score -3168556 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -3168594.000000 Penalty: 5049.478027
	Iteration 56Q: 3 clusters Score -3168594 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -3168624.750000 Penalty: 5049.478027
	Iteration 57Q: 3 clusters Score -3168625 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3168682.750000 Penalty: 5049.478027
	Iteration 58Q: 3 clusters Score -3168683 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -3168711.000000 Penalty: 5049.478027
	Iteration 59Q: 3 clusters Score -3168711 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3168741.500000 Penalty: 5049.478027
	Iteration 60F: 3 clusters Score -3168742 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3168764.500000 Penalty: 5049.478027
	Iteration 61Q: 3 clusters Score -3168764 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3168801.000000 Penalty: 5049.478027
	Iteration 62Q: 3 clusters Score -3168801 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -3168816.000000 Penalty: 5049.478027
	Iteration 63Q: 3 clusters Score -3168816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -3168849.000000 Penalty: 5049.478027
	Iteration 64Q: 3 clusters Score -3168849 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3168879.250000 Penalty: 5049.478027
	Iteration 65Q: 3 clusters Score -3168879 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -3168894.750000 Penalty: 5049.478027
	Iteration 66Q: 3 clusters Score -3168895 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -3168922.000000 Penalty: 5049.478027
	Iteration 67Q: 3 clusters Score -3168922 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3168946.250000 Penalty: 5049.478027
	Iteration 68Q: 3 clusters Score -3168946 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3168980.750000 Penalty: 5049.478027
	Iteration 69Q: 3 clusters Score -3168981 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3169006.750000 Penalty: 5049.478027
	Iteration 70Q: 3 clusters Score -3169007 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3169017.000000 Penalty: 5049.478027
	Iteration 71Q: 3 clusters Score -3169017 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3169022.500000 Penalty: 5049.478027
	Iteration 72Q: 3 clusters Score -3169022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -3169037.500000 Penalty: 5049.478027
	Iteration 73Q: 3 clusters Score -3169038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3169047.000000 Penalty: 5049.478027
	Iteration 74Q: 3 clusters Score -3169047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3169051.500000 Penalty: 5049.478027
	Iteration 75Q: 3 clusters Score -3169052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3169067.500000 Penalty: 5049.478027
	Iteration 76Q: 3 clusters Score -3169068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3169076.500000 Penalty: 5049.478027
	Iteration 77Q: 3 clusters Score -3169076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3169082.750000 Penalty: 5049.478027
	Iteration 78Q: 3 clusters Score -3169083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -3169091.750000 Penalty: 5049.478027
	Iteration 79Q: 3 clusters Score -3169092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3169099.000000 Penalty: 5049.478027
	Iteration 80F: 3 clusters Score -3169099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3169096.000000 Penalty: 5049.478027
	Iteration 81Q: 3 clusters Score -3169096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -3169099.750000 Penalty: 5049.478027
	Iteration 82Q: 3 clusters Score -3169100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3169107.000000 Penalty: 5049.478027
	Iteration 83Q: 3 clusters Score -3169107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3169104.250000 Penalty: 5049.478027
	Iteration 84Q: 3 clusters Score -3169104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -3169101.250000 Penalty: 5049.478027
	Iteration 85Q: 3 clusters Score -3169101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -3169107.500000 Penalty: 5049.478027
	Iteration 86Q: 3 clusters Score -3169108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3169107.500000 Penalty: 5049.478027
	Iteration 87Q: 3 clusters Score -3169108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3169105.500000 Penalty: 5049.478027
	Iteration 88Q: 3 clusters Score -3169106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3169105.500000 Penalty: 5049.478027
	Iteration 89F: 3 clusters Score -3169106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Entering Unmasked Estep 
Score: -4275088.500000 Penalty: 2589.195068
	Iteration 0F: 2 clusters Score -4275088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -4251637.000000 Penalty: 5178.390137
	Iteration 0F: 3 clusters Score -4251637 nChanged 15563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -4260267.000000 Penalty: 5178.390137
	Iteration 1F: 3 clusters Score -4260267 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -4261069.500000 Penalty: 5178.390137
	Iteration 2F: 3 clusters Score -4261070 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -4262119.000000 Penalty: 5178.390137
	Iteration 3F: 3 clusters Score -4262119 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -4263247.500000 Penalty: 5178.390137
	Iteration 4F: 3 clusters Score -4263248 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -4264386.500000 Penalty: 5178.390137
	Iteration 5F: 3 clusters Score -4264386 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -4265461.500000 Penalty: 5178.390137
	Iteration 6F: 3 clusters Score -4265462 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -4266669.000000 Penalty: 5178.390137
	Iteration 7F: 3 clusters Score -4266669 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -4268118.000000 Penalty: 5178.390137
	Iteration 8F: 3 clusters Score -4268118 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -4269846.000000 Penalty: 5178.390137
	Iteration 9F: 3 clusters Score -4269846 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -4271628.000000 Penalty: 5178.390137
	Iteration 10F: 3 clusters Score -4271628 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -4273238.500000 Penalty: 5178.390137
	Iteration 11Q: 3 clusters Score -4273238 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -4274262.000000 Penalty: 5178.390137
	Iteration 12Q: 3 clusters Score -4274262 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -4274739.000000 Penalty: 5178.390137
	Iteration 13Q: 3 clusters Score -4274739 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -4274925.000000 Penalty: 5178.390137
	Iteration 14Q: 3 clusters Score -4274925 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -4275004.500000 Penalty: 5178.390137
	Iteration 15Q: 3 clusters Score -4275004 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -4275022.000000 Penalty: 5178.390137
	Iteration 16Q: 3 clusters Score -4275022 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -4275031.000000 Penalty: 5178.390137
	Iteration 17Q: 3 clusters Score -4275031 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -4275031.500000 Penalty: 5178.390137
	Iteration 18Q: 3 clusters Score -4275032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -4275037.500000 Penalty: 5178.390137
	Iteration 19Q: 3 clusters Score -4275038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -4275027.000000 Penalty: 5178.390137
	Iteration 20F: 3 clusters Score -4275027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -4275024.500000 Penalty: 5178.390137
	Iteration 21Q: 3 clusters Score -4275024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -4275024.500000 Penalty: 5178.390137
	Iteration 22Q: 3 clusters Score -4275024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -4275020.500000 Penalty: 5178.390137
	Iteration 23Q: 3 clusters Score -4275020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -4275020.500000 Penalty: 5178.390137
	Iteration 24Q: 3 clusters Score -4275020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4275020.500000 Penalty: 5178.390137
	Iteration 25Q: 3 clusters Score -4275020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -4275028.500000 Penalty: 5178.390137
	Iteration 26Q: 3 clusters Score -4275028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -4275020.000000 Penalty: 5178.390137
	Iteration 27Q: 3 clusters Score -4275020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -4275022.000000 Penalty: 5178.390137
	Iteration 28Q: 3 clusters Score -4275022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -4275022.000000 Penalty: 5178.390137
	Iteration 29F: 3 clusters Score -4275022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Entering Unmasked Estep 
Score: -1021159.062500 Penalty: 2219.055908
	Iteration 0F: 2 clusters Score -1021159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1014943.562500 Penalty: 4438.111816
	Iteration 0F: 3 clusters Score -1014944 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1016612.875000 Penalty: 4438.111816
	Iteration 1F: 3 clusters Score -1016613 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1016844.375000 Penalty: 4438.111816
	Iteration 2F: 3 clusters Score -1016844 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1017023.312500 Penalty: 4438.111816
	Iteration 3Q: 3 clusters Score -1017023 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1017149.687500 Penalty: 4438.111816
	Iteration 4Q: 3 clusters Score -1017150 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1017231.750000 Penalty: 4438.111816
	Iteration 5Q: 3 clusters Score -1017232 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1017326.062500 Penalty: 4438.111816
	Iteration 6Q: 3 clusters Score -1017326 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1017412.875000 Penalty: 4438.111816
	Iteration 7Q: 3 clusters Score -1017413 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1017497.250000 Penalty: 4438.111816
	Iteration 8Q: 3 clusters Score -1017497 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1017573.875000 Penalty: 4438.111816
	Iteration 9Q: 3 clusters Score -1017574 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1017660.125000 Penalty: 4438.111816
	Iteration 10Q: 3 clusters Score -1017660 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1017739.187500 Penalty: 4438.111816
	Iteration 11Q: 3 clusters Score -1017739 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1017832.875000 Penalty: 4438.111816
	Iteration 12Q: 3 clusters Score -1017833 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1017920.437500 Penalty: 4438.111816
	Iteration 13Q: 3 clusters Score -1017920 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1018011.125000 Penalty: 4438.111816
	Iteration 14Q: 3 clusters Score -1018011 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1018103.125000 Penalty: 4438.111816
	Iteration 15Q: 3 clusters Score -1018103 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1018209.562500 Penalty: 4438.111816
	Iteration 16Q: 3 clusters Score -1018210 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1018334.500000 Penalty: 4438.111816
	Iteration 17Q: 3 clusters Score -1018334 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1018463.187500 Penalty: 4438.111816
	Iteration 18Q: 3 clusters Score -1018463 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1018572.687500 Penalty: 4438.111816
	Iteration 19Q: 3 clusters Score -1018573 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1018678.687500 Penalty: 4438.111816
	Iteration 20F: 3 clusters Score -1018679 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1018762.562500 Penalty: 4438.111816
	Iteration 21Q: 3 clusters Score -1018763 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1018831.375000 Penalty: 4438.111816
	Iteration 22Q: 3 clusters Score -1018831 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1018872.812500 Penalty: 4438.111816
	Iteration 23Q: 3 clusters Score -1018873 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1018914.625000 Penalty: 4438.111816
	Iteration 24Q: 3 clusters Score -1018915 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1018944.125000 Penalty: 4438.111816
	Iteration 25Q: 3 clusters Score -1018944 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1018971.375000 Penalty: 4438.111816
	Iteration 26Q: 3 clusters Score -1018971 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1018994.812500 Penalty: 4438.111816
	Iteration 27Q: 3 clusters Score -1018995 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1019008.062500 Penalty: 4438.111816
	Iteration 28Q: 3 clusters Score -1019008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1019018.687500 Penalty: 4438.111816
	Iteration 29Q: 3 clusters Score -1019019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1019026.437500 Penalty: 4438.111816
	Iteration 30Q: 3 clusters Score -1019026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1019029.062500 Penalty: 4438.111816
	Iteration 31Q: 3 clusters Score -1019029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1019031.562500 Penalty: 4438.111816
	Iteration 32Q: 3 clusters Score -1019032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1019035.437500 Penalty: 4438.111816
	Iteration 33Q: 3 clusters Score -1019035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1019037.750000 Penalty: 4438.111816
	Iteration 34Q: 3 clusters Score -1019038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1019040.000000 Penalty: 4438.111816
	Iteration 35Q: 3 clusters Score -1019040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1019041.375000 Penalty: 4438.111816
	Iteration 36Q: 3 clusters Score -1019041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1019043.937500 Penalty: 4438.111816
	Iteration 37Q: 3 clusters Score -1019044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1019047.187500 Penalty: 4438.111816
	Iteration 38Q: 3 clusters Score -1019047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1019048.437500 Penalty: 4438.111816
	Iteration 39Q: 3 clusters Score -1019048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1019050.625000 Penalty: 4438.111816
	Iteration 40F: 3 clusters Score -1019051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1019054.312500 Penalty: 4438.111816
	Iteration 41Q: 3 clusters Score -1019054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1019060.687500 Penalty: 4438.111816
	Iteration 42Q: 3 clusters Score -1019061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1019062.500000 Penalty: 4438.111816
	Iteration 43Q: 3 clusters Score -1019062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1019064.437500 Penalty: 4438.111816
	Iteration 44Q: 3 clusters Score -1019064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1019067.437500 Penalty: 4438.111816
	Iteration 45Q: 3 clusters Score -1019067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1019066.250000 Penalty: 4438.111816
	Iteration 46Q: 3 clusters Score -1019066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1019065.125000 Penalty: 4438.111816
	Iteration 47Q: 3 clusters Score -1019065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1019065.125000 Penalty: 4438.111816
	Iteration 48F: 3 clusters Score -1019065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (59543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Entering Unmasked Estep 
Score: -7619279.500000 Penalty: 2726.624756
	Iteration 0F: 2 clusters Score -7619280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -7579282.000000 Penalty: 5453.249512
	Iteration 0F: 3 clusters Score -7579282 nChanged 27620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -7594617.500000 Penalty: 5453.249512
	Iteration 1F: 3 clusters Score -7594618 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -7595200.000000 Penalty: 5453.249512
	Iteration 2Q: 3 clusters Score -7595200 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -7595740.000000 Penalty: 5453.249512
	Iteration 3Q: 3 clusters Score -7595740 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -7596241.500000 Penalty: 5453.249512
	Iteration 4Q: 3 clusters Score -7596242 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -7596902.500000 Penalty: 5453.249512
	Iteration 5Q: 3 clusters Score -7596902 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -7597654.000000 Penalty: 5453.249512
	Iteration 6Q: 3 clusters Score -7597654 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -7598853.000000 Penalty: 5453.249512
	Iteration 7Q: 3 clusters Score -7598853 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -7600716.500000 Penalty: 5453.249512
	Iteration 8F: 3 clusters Score -7600716 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -7603610.000000 Penalty: 5453.249512
	Iteration 9F: 3 clusters Score -7603610 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 49430 members 
Entering Unmasked Estep 
Score: -7607418.500000 Penalty: 5453.249512
	Iteration 10F: 3 clusters Score -7607418 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 53498 members 
Entering Unmasked Estep 
Score: -7611255.000000 Penalty: 5453.249512
	Iteration 11F: 3 clusters Score -7611255 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -7614218.500000 Penalty: 5453.249512
	Iteration 12Q: 3 clusters Score -7614218 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -7615715.000000 Penalty: 5453.249512
	Iteration 13Q: 3 clusters Score -7615715 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 58430 members 
Entering Unmasked Estep 
Score: -7616411.000000 Penalty: 5453.249512
	Iteration 14Q: 3 clusters Score -7616411 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -7616700.000000 Penalty: 5453.249512
	Iteration 15Q: 3 clusters Score -7616700 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -7616816.500000 Penalty: 5453.249512
	Iteration 16Q: 3 clusters Score -7616816 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 58756 members 
Entering Unmasked Estep 
Score: -7616888.500000 Penalty: 5453.249512
	Iteration 17Q: 3 clusters Score -7616888 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
Score: -7616951.500000 Penalty: 5453.249512
	Iteration 18Q: 3 clusters Score -7616952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 58818 members 
Entering Unmasked Estep 
Score: -7616984.000000 Penalty: 5453.249512
	Iteration 19Q: 3 clusters Score -7616984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -7617010.500000 Penalty: 5453.249512
	Iteration 20F: 3 clusters Score -7617010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 58845 members 
Entering Unmasked Estep 
Score: -7617022.500000 Penalty: 5453.249512
	Iteration 21Q: 3 clusters Score -7617022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -7617033.500000 Penalty: 5453.249512
	Iteration 22Q: 3 clusters Score -7617034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 58861 members 
Entering Unmasked Estep 
Score: -7617039.500000 Penalty: 5453.249512
	Iteration 23Q: 3 clusters Score -7617040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -7617049.000000 Penalty: 5453.249512
	Iteration 24Q: 3 clusters Score -7617049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 58870 members 
Entering Unmasked Estep 
Score: -7617062.500000 Penalty: 5453.249512
	Iteration 25Q: 3 clusters Score -7617062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -7617072.000000 Penalty: 5453.249512
	Iteration 26Q: 3 clusters Score -7617072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -7617072.500000 Penalty: 5453.249512
	Iteration 27Q: 3 clusters Score -7617072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -7617080.000000 Penalty: 5453.249512
	Iteration 28Q: 3 clusters Score -7617080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -7617084.500000 Penalty: 5453.249512
	Iteration 29Q: 3 clusters Score -7617084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -7617085.500000 Penalty: 5453.249512
	Iteration 30Q: 3 clusters Score -7617086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -7617092.000000 Penalty: 5453.249512
	Iteration 31Q: 3 clusters Score -7617092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -7617088.000000 Penalty: 5453.249512
	Iteration 32Q: 3 clusters Score -7617088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -7617085.500000 Penalty: 5453.249512
	Iteration 33Q: 3 clusters Score -7617086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -7617085.500000 Penalty: 5453.249512
	Iteration 34F: 3 clusters Score -7617086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -296852.250000 Penalty: 1925.123779
	Iteration 0F: 2 clusters Score -296852.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -293981.750000 Penalty: 3850.247559
	Iteration 0F: 3 clusters Score -293981.8 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -294492.968750 Penalty: 3850.247559
	Iteration 1F: 3 clusters Score -294493 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -294649.343750 Penalty: 3850.247559
	Iteration 2F: 3 clusters Score -294649.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -294752.625000 Penalty: 3850.247559
	Iteration 3F: 3 clusters Score -294752.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -294816.625000 Penalty: 3850.247559
	Iteration 4Q: 3 clusters Score -294816.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -294860.062500 Penalty: 3850.247559
	Iteration 5Q: 3 clusters Score -294860.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -294911.250000 Penalty: 3850.247559
	Iteration 6Q: 3 clusters Score -294911.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -294944.312500 Penalty: 3850.247559
	Iteration 7Q: 3 clusters Score -294944.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -294975.843750 Penalty: 3850.247559
	Iteration 8Q: 3 clusters Score -294975.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -295001.343750 Penalty: 3850.247559
	Iteration 9Q: 3 clusters Score -295001.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -295016.156250 Penalty: 3850.247559
	Iteration 10Q: 3 clusters Score -295016.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -295026.312500 Penalty: 3850.247559
	Iteration 11Q: 3 clusters Score -295026.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -295036.031250 Penalty: 3850.247559
	Iteration 12Q: 3 clusters Score -295036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -295046.562500 Penalty: 3850.247559
	Iteration 13Q: 3 clusters Score -295046.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -295065.875000 Penalty: 3850.247559
	Iteration 14Q: 3 clusters Score -295065.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -295101.281250 Penalty: 3850.247559
	Iteration 15Q: 3 clusters Score -295101.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -295131.250000 Penalty: 3850.247559
	Iteration 16Q: 3 clusters Score -295131.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -295153.000000 Penalty: 3850.247559
	Iteration 17Q: 3 clusters Score -295153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -295179.500000 Penalty: 3850.247559
	Iteration 18Q: 3 clusters Score -295179.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -295210.437500 Penalty: 3850.247559
	Iteration 19Q: 3 clusters Score -295210.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -295244.875000 Penalty: 3850.247559
	Iteration 20F: 3 clusters Score -295244.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -295266.468750 Penalty: 3850.247559
	Iteration 21Q: 3 clusters Score -295266.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -295292.250000 Penalty: 3850.247559
	Iteration 22Q: 3 clusters Score -295292.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -295315.843750 Penalty: 3850.247559
	Iteration 23Q: 3 clusters Score -295315.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -295325.281250 Penalty: 3850.247559
	Iteration 24Q: 3 clusters Score -295325.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -295338.406250 Penalty: 3850.247559
	Iteration 25Q: 3 clusters Score -295338.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -295353.406250 Penalty: 3850.247559
	Iteration 26Q: 3 clusters Score -295353.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -295367.656250 Penalty: 3850.247559
	Iteration 27Q: 3 clusters Score -295367.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -295376.843750 Penalty: 3850.247559
	Iteration 28Q: 3 clusters Score -295376.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -295385.562500 Penalty: 3850.247559
	Iteration 29Q: 3 clusters Score -295385.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -295392.156250 Penalty: 3850.247559
	Iteration 30Q: 3 clusters Score -295392.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -295395.656250 Penalty: 3850.247559
	Iteration 31Q: 3 clusters Score -295395.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -295400.468750 Penalty: 3850.247559
	Iteration 32Q: 3 clusters Score -295400.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -295405.000000 Penalty: 3850.247559
	Iteration 33Q: 3 clusters Score -295405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -295408.125000 Penalty: 3850.247559
	Iteration 34Q: 3 clusters Score -295408.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -295411.906250 Penalty: 3850.247559
	Iteration 35Q: 3 clusters Score -295411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -295414.843750 Penalty: 3850.247559
	Iteration 36Q: 3 clusters Score -295414.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -295421.093750 Penalty: 3850.247559
	Iteration 37Q: 3 clusters Score -295421.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -295424.750000 Penalty: 3850.247559
	Iteration 38Q: 3 clusters Score -295424.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -295425.500000 Penalty: 3850.247559
	Iteration 39Q: 3 clusters Score -295425.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -295425.500000 Penalty: 3850.247559
	Iteration 40F: 3 clusters Score -295425.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Entering Unmasked Estep 
Score: -1549038.375000 Penalty: 2338.987793
	Iteration 0F: 2 clusters Score -1549038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1539836.375000 Penalty: 4677.975586
	Iteration 0F: 3 clusters Score -1539836 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1542688.125000 Penalty: 4677.975586
	Iteration 1F: 3 clusters Score -1542688 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1543116.375000 Penalty: 4677.975586
	Iteration 2F: 3 clusters Score -1543116 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1543539.250000 Penalty: 4677.975586
	Iteration 3F: 3 clusters Score -1543539 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1543921.000000 Penalty: 4677.975586
	Iteration 4F: 3 clusters Score -1543921 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1544265.000000 Penalty: 4677.975586
	Iteration 5F: 3 clusters Score -1544265 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1544629.500000 Penalty: 4677.975586
	Iteration 6F: 3 clusters Score -1544630 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1544977.375000 Penalty: 4677.975586
	Iteration 7Q: 3 clusters Score -1544977 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1545237.875000 Penalty: 4677.975586
	Iteration 8Q: 3 clusters Score -1545238 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1545418.875000 Penalty: 4677.975586
	Iteration 9Q: 3 clusters Score -1545419 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1545559.750000 Penalty: 4677.975586
	Iteration 10Q: 3 clusters Score -1545560 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1545679.500000 Penalty: 4677.975586
	Iteration 11Q: 3 clusters Score -1545680 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1545789.000000 Penalty: 4677.975586
	Iteration 12Q: 3 clusters Score -1545789 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1545871.000000 Penalty: 4677.975586
	Iteration 13Q: 3 clusters Score -1545871 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1545957.500000 Penalty: 4677.975586
	Iteration 14Q: 3 clusters Score -1545958 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1546043.750000 Penalty: 4677.975586
	Iteration 15Q: 3 clusters Score -1546044 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1546124.125000 Penalty: 4677.975586
	Iteration 16Q: 3 clusters Score -1546124 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1546210.875000 Penalty: 4677.975586
	Iteration 17Q: 3 clusters Score -1546211 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1546272.625000 Penalty: 4677.975586
	Iteration 18Q: 3 clusters Score -1546273 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1546317.250000 Penalty: 4677.975586
	Iteration 19Q: 3 clusters Score -1546317 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1546351.875000 Penalty: 4677.975586
	Iteration 20F: 3 clusters Score -1546352 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1546387.750000 Penalty: 4677.975586
	Iteration 21Q: 3 clusters Score -1546388 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1546417.625000 Penalty: 4677.975586
	Iteration 22Q: 3 clusters Score -1546418 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1546453.625000 Penalty: 4677.975586
	Iteration 23Q: 3 clusters Score -1546454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1546488.500000 Penalty: 4677.975586
	Iteration 24Q: 3 clusters Score -1546488 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1546516.250000 Penalty: 4677.975586
	Iteration 25Q: 3 clusters Score -1546516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1546544.000000 Penalty: 4677.975586
	Iteration 26Q: 3 clusters Score -1546544 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1546575.250000 Penalty: 4677.975586
	Iteration 27Q: 3 clusters Score -1546575 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1546609.875000 Penalty: 4677.975586
	Iteration 28Q: 3 clusters Score -1546610 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1546637.125000 Penalty: 4677.975586
	Iteration 29Q: 3 clusters Score -1546637 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1546660.750000 Penalty: 4677.975586
	Iteration 30Q: 3 clusters Score -1546661 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1546688.125000 Penalty: 4677.975586
	Iteration 31Q: 3 clusters Score -1546688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1546708.750000 Penalty: 4677.975586
	Iteration 32Q: 3 clusters Score -1546709 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1546733.125000 Penalty: 4677.975586
	Iteration 33Q: 3 clusters Score -1546733 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1546774.000000 Penalty: 4677.975586
	Iteration 34Q: 3 clusters Score -1546774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1546804.375000 Penalty: 4677.975586
	Iteration 35Q: 3 clusters Score -1546804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1546825.375000 Penalty: 4677.975586
	Iteration 36Q: 3 clusters Score -1546825 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1546852.875000 Penalty: 4677.975586
	Iteration 37Q: 3 clusters Score -1546853 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1546871.375000 Penalty: 4677.975586
	Iteration 38Q: 3 clusters Score -1546871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1546892.750000 Penalty: 4677.975586
	Iteration 39Q: 3 clusters Score -1546893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1546901.375000 Penalty: 4677.975586
	Iteration 40F: 3 clusters Score -1546901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1546910.500000 Penalty: 4677.975586
	Iteration 41Q: 3 clusters Score -1546910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1546914.375000 Penalty: 4677.975586
	Iteration 42Q: 3 clusters Score -1546914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1546918.500000 Penalty: 4677.975586
	Iteration 43Q: 3 clusters Score -1546918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1546923.875000 Penalty: 4677.975586
	Iteration 44Q: 3 clusters Score -1546924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1546928.125000 Penalty: 4677.975586
	Iteration 45Q: 3 clusters Score -1546928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1546932.125000 Penalty: 4677.975586
	Iteration 46Q: 3 clusters Score -1546932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1546936.500000 Penalty: 4677.975586
	Iteration 47Q: 3 clusters Score -1546936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1546940.750000 Penalty: 4677.975586
	Iteration 48Q: 3 clusters Score -1546941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1546947.750000 Penalty: 4677.975586
	Iteration 49Q: 3 clusters Score -1546948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1546950.125000 Penalty: 4677.975586
	Iteration 50Q: 3 clusters Score -1546950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1546956.125000 Penalty: 4677.975586
	Iteration 51Q: 3 clusters Score -1546956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1546954.750000 Penalty: 4677.975586
	Iteration 52Q: 3 clusters Score -1546955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1546957.000000 Penalty: 4677.975586
	Iteration 53Q: 3 clusters Score -1546957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1546959.375000 Penalty: 4677.975586
	Iteration 54Q: 3 clusters Score -1546959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1546964.000000 Penalty: 4677.975586
	Iteration 55Q: 3 clusters Score -1546964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1546963.875000 Penalty: 4677.975586
	Iteration 56Q: 3 clusters Score -1546964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1546967.375000 Penalty: 4677.975586
	Iteration 57Q: 3 clusters Score -1546967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1546966.750000 Penalty: 4677.975586
	Iteration 58Q: 3 clusters Score -1546967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1546966.750000 Penalty: 4677.975586
	Iteration 59F: 3 clusters Score -1546967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Entering Unmasked Estep 
Score: -5436253.000000 Penalty: 2638.590820
	Iteration 0F: 2 clusters Score -5436253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -5407831.000000 Penalty: 5277.181641
	Iteration 0F: 3 clusters Score -5407831 nChanged 19190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -5418446.500000 Penalty: 5277.181641
	Iteration 1F: 3 clusters Score -5418446 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -5419260.500000 Penalty: 5277.181641
	Iteration 2F: 3 clusters Score -5419260 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -5420375.500000 Penalty: 5277.181641
	Iteration 3F: 3 clusters Score -5420376 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -5421912.000000 Penalty: 5277.181641
	Iteration 4F: 3 clusters Score -5421912 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -5423775.500000 Penalty: 5277.181641
	Iteration 5F: 3 clusters Score -5423776 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -5425678.500000 Penalty: 5277.181641
	Iteration 6F: 3 clusters Score -5425678 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -5427368.500000 Penalty: 5277.181641
	Iteration 7F: 3 clusters Score -5427368 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -5428647.000000 Penalty: 5277.181641
	Iteration 8Q: 3 clusters Score -5428647 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -5429678.500000 Penalty: 5277.181641
	Iteration 9Q: 3 clusters Score -5429678 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -5430508.500000 Penalty: 5277.181641
	Iteration 10Q: 3 clusters Score -5430508 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -5431086.500000 Penalty: 5277.181641
	Iteration 11Q: 3 clusters Score -5431086 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -5431576.000000 Penalty: 5277.181641
	Iteration 12Q: 3 clusters Score -5431576 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -5431934.000000 Penalty: 5277.181641
	Iteration 13Q: 3 clusters Score -5431934 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -5432260.000000 Penalty: 5277.181641
	Iteration 14Q: 3 clusters Score -5432260 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -5432485.500000 Penalty: 5277.181641
	Iteration 15Q: 3 clusters Score -5432486 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -5432660.000000 Penalty: 5277.181641
	Iteration 16Q: 3 clusters Score -5432660 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -5432849.500000 Penalty: 5277.181641
	Iteration 17Q: 3 clusters Score -5432850 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -5432939.500000 Penalty: 5277.181641
	Iteration 18Q: 3 clusters Score -5432940 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -5433028.000000 Penalty: 5277.181641
	Iteration 19Q: 3 clusters Score -5433028 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -5433112.000000 Penalty: 5277.181641
	Iteration 20F: 3 clusters Score -5433112 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5433202.000000 Penalty: 5277.181641
	Iteration 21Q: 3 clusters Score -5433202 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5433282.500000 Penalty: 5277.181641
	Iteration 22Q: 3 clusters Score -5433282 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5433355.500000 Penalty: 5277.181641
	Iteration 23Q: 3 clusters Score -5433356 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -5433435.500000 Penalty: 5277.181641
	Iteration 24Q: 3 clusters Score -5433436 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5433504.000000 Penalty: 5277.181641
	Iteration 25Q: 3 clusters Score -5433504 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5433587.000000 Penalty: 5277.181641
	Iteration 26Q: 3 clusters Score -5433587 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5433669.000000 Penalty: 5277.181641
	Iteration 27Q: 3 clusters Score -5433669 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5433718.000000 Penalty: 5277.181641
	Iteration 28Q: 3 clusters Score -5433718 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5433795.500000 Penalty: 5277.181641
	Iteration 29Q: 3 clusters Score -5433796 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5433831.000000 Penalty: 5277.181641
	Iteration 30Q: 3 clusters Score -5433831 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5433869.000000 Penalty: 5277.181641
	Iteration 31Q: 3 clusters Score -5433869 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5433906.000000 Penalty: 5277.181641
	Iteration 32Q: 3 clusters Score -5433906 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5433939.000000 Penalty: 5277.181641
	Iteration 33Q: 3 clusters Score -5433939 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5433979.500000 Penalty: 5277.181641
	Iteration 34Q: 3 clusters Score -5433980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5434009.500000 Penalty: 5277.181641
	Iteration 35Q: 3 clusters Score -5434010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5434028.000000 Penalty: 5277.181641
	Iteration 36Q: 3 clusters Score -5434028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5434044.500000 Penalty: 5277.181641
	Iteration 37Q: 3 clusters Score -5434044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5434056.500000 Penalty: 5277.181641
	Iteration 38Q: 3 clusters Score -5434056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5434069.500000 Penalty: 5277.181641
	Iteration 39Q: 3 clusters Score -5434070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5434070.000000 Penalty: 5277.181641
	Iteration 40F: 3 clusters Score -5434070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5434076.500000 Penalty: 5277.181641
	Iteration 41Q: 3 clusters Score -5434076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5434076.500000 Penalty: 5277.181641
	Iteration 42Q: 3 clusters Score -5434076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5434086.500000 Penalty: 5277.181641
	Iteration 43Q: 3 clusters Score -5434086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5434089.000000 Penalty: 5277.181641
	Iteration 44Q: 3 clusters Score -5434089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5434091.000000 Penalty: 5277.181641
	Iteration 45Q: 3 clusters Score -5434091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5434098.500000 Penalty: 5277.181641
	Iteration 46Q: 3 clusters Score -5434098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5434097.000000 Penalty: 5277.181641
	Iteration 47Q: 3 clusters Score -5434097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5434098.000000 Penalty: 5277.181641
	Iteration 48Q: 3 clusters Score -5434098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5434103.000000 Penalty: 5277.181641
	Iteration 49Q: 3 clusters Score -5434103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5434108.500000 Penalty: 5277.181641
	Iteration 50Q: 3 clusters Score -5434108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5434123.500000 Penalty: 5277.181641
	Iteration 51Q: 3 clusters Score -5434124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5434118.000000 Penalty: 5277.181641
	Iteration 52Q: 3 clusters Score -5434118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5434126.500000 Penalty: 5277.181641
	Iteration 53Q: 3 clusters Score -5434126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5434121.500000 Penalty: 5277.181641
	Iteration 54Q: 3 clusters Score -5434122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5434128.500000 Penalty: 5277.181641
	Iteration 55Q: 3 clusters Score -5434128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5434124.000000 Penalty: 5277.181641
	Iteration 56Q: 3 clusters Score -5434124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5434123.500000 Penalty: 5277.181641
	Iteration 57Q: 3 clusters Score -5434124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5434126.500000 Penalty: 5277.181641
	Iteration 58Q: 3 clusters Score -5434126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5434130.000000 Penalty: 5277.181641
	Iteration 59Q: 3 clusters Score -5434130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5434133.500000 Penalty: 5277.181641
	Iteration 60F: 3 clusters Score -5434134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5434129.000000 Penalty: 5277.181641
	Iteration 61Q: 3 clusters Score -5434129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5434128.000000 Penalty: 5277.181641
	Iteration 62Q: 3 clusters Score -5434128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5434125.000000 Penalty: 5277.181641
	Iteration 63Q: 3 clusters Score -5434125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5434138.000000 Penalty: 5277.181641
	Iteration 64Q: 3 clusters Score -5434138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5434131.500000 Penalty: 5277.181641
	Iteration 65Q: 3 clusters Score -5434132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5434137.000000 Penalty: 5277.181641
	Iteration 66Q: 3 clusters Score -5434137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5434142.500000 Penalty: 5277.181641
	Iteration 67Q: 3 clusters Score -5434142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5434147.500000 Penalty: 5277.181641
	Iteration 68Q: 3 clusters Score -5434148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5434150.500000 Penalty: 5277.181641
	Iteration 69Q: 3 clusters Score -5434150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5434152.500000 Penalty: 5277.181641
	Iteration 70Q: 3 clusters Score -5434152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5434153.000000 Penalty: 5277.181641
	Iteration 71Q: 3 clusters Score -5434153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5434155.000000 Penalty: 5277.181641
	Iteration 72Q: 3 clusters Score -5434155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5434152.000000 Penalty: 5277.181641
	Iteration 73Q: 3 clusters Score -5434152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5434152.000000 Penalty: 5277.181641
	Iteration 74F: 3 clusters Score -5434152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -47296.886719 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -47296.89 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 226 members 
Entering Unmasked Estep 
Score: -45910.804688 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -45910.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46175.609375 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -46175.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46298.933594 Penalty: 3030.186768
	Iteration 2F: 3 clusters Score -46298.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46349.183594 Penalty: 3030.186768
	Iteration 3Q: 3 clusters Score -46349.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46380.566406 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -46380.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46435.351562 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -46435.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46450.710938 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -46450.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46459.261719 Penalty: 3030.186768
	Iteration 7Q: 3 clusters Score -46459.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46473.722656 Penalty: 3030.186768
	Iteration 8Q: 3 clusters Score -46473.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46485.179688 Penalty: 3030.186768
	Iteration 9Q: 3 clusters Score -46485.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46496.140625 Penalty: 3030.186768
	Iteration 10Q: 3 clusters Score -46496.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46506.937500 Penalty: 3030.186768
	Iteration 11Q: 3 clusters Score -46506.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46506.937500 Penalty: 3030.186768
	Iteration 12F: 3 clusters Score -46506.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -285574.343750 Penalty: 1914.894531
	Iteration 0F: 2 clusters Score -285574.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -282778.750000 Penalty: 3829.789062
	Iteration 0F: 3 clusters Score -282778.8 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -283233.968750 Penalty: 3829.789062
	Iteration 1F: 3 clusters Score -283234 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -283367.406250 Penalty: 3829.789062
	Iteration 2F: 3 clusters Score -283367.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -283452.562500 Penalty: 3829.789062
	Iteration 3Q: 3 clusters Score -283452.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -283492.156250 Penalty: 3829.789062
	Iteration 4Q: 3 clusters Score -283492.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -283520.906250 Penalty: 3829.789062
	Iteration 5Q: 3 clusters Score -283520.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -283544.031250 Penalty: 3829.789062
	Iteration 6Q: 3 clusters Score -283544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -283562.406250 Penalty: 3829.789062
	Iteration 7Q: 3 clusters Score -283562.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -283575.750000 Penalty: 3829.789062
	Iteration 8Q: 3 clusters Score -283575.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -283583.312500 Penalty: 3829.789062
	Iteration 9Q: 3 clusters Score -283583.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -283588.687500 Penalty: 3829.789062
	Iteration 10Q: 3 clusters Score -283588.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -283592.750000 Penalty: 3829.789062
	Iteration 11Q: 3 clusters Score -283592.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -283595.968750 Penalty: 3829.789062
	Iteration 12Q: 3 clusters Score -283596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -283597.781250 Penalty: 3829.789062
	Iteration 13Q: 3 clusters Score -283597.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -283598.656250 Penalty: 3829.789062
	Iteration 14Q: 3 clusters Score -283598.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -283598.687500 Penalty: 3829.789062
	Iteration 15Q: 3 clusters Score -283598.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -283598.687500 Penalty: 3829.789062
	Iteration 16F: 3 clusters Score -283598.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Entering Unmasked Estep 
Score: -2075273.250000 Penalty: 2395.255859
	Iteration 0F: 2 clusters Score -2075273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2063942.750000 Penalty: 4790.511719
	Iteration 0F: 3 clusters Score -2063943 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2067473.625000 Penalty: 4790.511719
	Iteration 1F: 3 clusters Score -2067474 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2067874.125000 Penalty: 4790.511719
	Iteration 2F: 3 clusters Score -2067874 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2068201.750000 Penalty: 4790.511719
	Iteration 3F: 3 clusters Score -2068202 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2068503.000000 Penalty: 4790.511719
	Iteration 4Q: 3 clusters Score -2068503 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2068845.250000 Penalty: 4790.511719
	Iteration 5Q: 3 clusters Score -2068845 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2069325.500000 Penalty: 4790.511719
	Iteration 6F: 3 clusters Score -2069326 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2069955.125000 Penalty: 4790.511719
	Iteration 7F: 3 clusters Score -2069955 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2070672.625000 Penalty: 4790.511719
	Iteration 8F: 3 clusters Score -2070673 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2071446.750000 Penalty: 4790.511719
	Iteration 9F: 3 clusters Score -2071447 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2072174.250000 Penalty: 4790.511719
	Iteration 10Q: 3 clusters Score -2072174 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2072676.625000 Penalty: 4790.511719
	Iteration 11Q: 3 clusters Score -2072677 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2072930.375000 Penalty: 4790.511719
	Iteration 12Q: 3 clusters Score -2072930 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2073063.125000 Penalty: 4790.511719
	Iteration 13Q: 3 clusters Score -2073063 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2073137.000000 Penalty: 4790.511719
	Iteration 14Q: 3 clusters Score -2073137 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2073194.125000 Penalty: 4790.511719
	Iteration 15Q: 3 clusters Score -2073194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2073222.125000 Penalty: 4790.511719
	Iteration 16Q: 3 clusters Score -2073222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2073242.500000 Penalty: 4790.511719
	Iteration 17Q: 3 clusters Score -2073242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2073258.500000 Penalty: 4790.511719
	Iteration 18Q: 3 clusters Score -2073258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2073266.000000 Penalty: 4790.511719
	Iteration 19Q: 3 clusters Score -2073266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2073270.250000 Penalty: 4790.511719
	Iteration 20F: 3 clusters Score -2073270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2073274.125000 Penalty: 4790.511719
	Iteration 21Q: 3 clusters Score -2073274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2073277.625000 Penalty: 4790.511719
	Iteration 22Q: 3 clusters Score -2073278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2073277.625000 Penalty: 4790.511719
	Iteration 23F: 3 clusters Score -2073278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (193132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193132 members 
Entering Unmasked Estep 
Score: -25100268.000000 Penalty: 3018.439941
	Iteration 0F: 2 clusters Score -2.510027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96562 members 
Mstep: Class 2 contains 96570 members 
Entering Unmasked Estep 
Score: -24975510.000000 Penalty: 6036.879883
	Iteration 0F: 3 clusters Score -2.497551e+07 nChanged 92848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96692 members 
Mstep: Class 2 contains 96440 members 
Entering Unmasked Estep 
Score: -25030014.000000 Penalty: 6036.879883
	Iteration 1F: 3 clusters Score -2.503001e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96866 members 
Mstep: Class 2 contains 96266 members 
Entering Unmasked Estep 
Score: -25031014.000000 Penalty: 6036.879883
	Iteration 2Q: 3 clusters Score -2.503101e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97159 members 
Mstep: Class 2 contains 95973 members 
Entering Unmasked Estep 
Score: -25032342.000000 Penalty: 6036.879883
	Iteration 3Q: 3 clusters Score -2.503234e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97527 members 
Mstep: Class 2 contains 95605 members 
Entering Unmasked Estep 
Score: -25033934.000000 Penalty: 6036.879883
	Iteration 4Q: 3 clusters Score -2.503393e+07 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98041 members 
Mstep: Class 2 contains 95091 members 
Entering Unmasked Estep 
Score: -25036140.000000 Penalty: 6036.879883
	Iteration 5Q: 3 clusters Score -2.503614e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98639 members 
Mstep: Class 2 contains 94493 members 
Entering Unmasked Estep 
Score: -25039424.000000 Penalty: 6036.879883
	Iteration 6Q: 3 clusters Score -2.503942e+07 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99336 members 
Mstep: Class 2 contains 93796 members 
Entering Unmasked Estep 
Score: -25044240.000000 Penalty: 6036.879883
	Iteration 7Q: 3 clusters Score -2.504424e+07 nChanged 10999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100123 members 
Mstep: Class 2 contains 93009 members 
Entering Unmasked Estep 
Score: -25051438.000000 Penalty: 6036.879883
	Iteration 8F: 3 clusters Score -2.505144e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 92293 members 
Entering Unmasked Estep 
Score: -25060688.000000 Penalty: 6036.879883
	Iteration 9F: 3 clusters Score -2.506069e+07 nChanged 12037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101472 members 
Mstep: Class 2 contains 91660 members 
Entering Unmasked Estep 
Score: -25068838.000000 Penalty: 6036.879883
	Iteration 10F: 3 clusters Score -2.506884e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102028 members 
Mstep: Class 2 contains 91104 members 
Entering Unmasked Estep 
Score: -25072774.000000 Penalty: 6036.879883
	Iteration 11Q: 3 clusters Score -2.507277e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102670 members 
Mstep: Class 2 contains 90462 members 
Entering Unmasked Estep 
Score: -25074110.000000 Penalty: 6036.879883
	Iteration 12Q: 3 clusters Score -2.507411e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103445 members 
Mstep: Class 2 contains 89687 members 
Entering Unmasked Estep 
Score: -25074976.000000 Penalty: 6036.879883
	Iteration 13Q: 3 clusters Score -2.507498e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104338 members 
Mstep: Class 2 contains 88794 members 
Entering Unmasked Estep 
Score: -25075332.000000 Penalty: 6036.879883
	Iteration 14Q: 3 clusters Score -2.507533e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105324 members 
Mstep: Class 2 contains 87808 members 
Entering Unmasked Estep 
Score: -25075952.000000 Penalty: 6036.879883
	Iteration 15Q: 3 clusters Score -2.507595e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106470 members 
Mstep: Class 2 contains 86662 members 
Entering Unmasked Estep 
Score: -25076352.000000 Penalty: 6036.879883
	Iteration 16Q: 3 clusters Score -2.507635e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107774 members 
Mstep: Class 2 contains 85358 members 
Entering Unmasked Estep 
Score: -25077008.000000 Penalty: 6036.879883
	Iteration 17Q: 3 clusters Score -2.507701e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109117 members 
Mstep: Class 2 contains 84015 members 
Entering Unmasked Estep 
Score: -25077490.000000 Penalty: 6036.879883
	Iteration 18Q: 3 clusters Score -2.507749e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110647 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -25078162.000000 Penalty: 6036.879883
	Iteration 19Q: 3 clusters Score -2.507816e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112401 members 
Mstep: Class 2 contains 80731 members 
Entering Unmasked Estep 
Score: -25078932.000000 Penalty: 6036.879883
	Iteration 20F: 3 clusters Score -2.507893e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114255 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
Score: -25079752.000000 Penalty: 6036.879883
	Iteration 21Q: 3 clusters Score -2.507975e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116286 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -25080870.000000 Penalty: 6036.879883
	Iteration 22Q: 3 clusters Score -2.508087e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118408 members 
Mstep: Class 2 contains 74724 members 
Entering Unmasked Estep 
Score: -25082136.000000 Penalty: 6036.879883
	Iteration 23Q: 3 clusters Score -2.508214e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120641 members 
Mstep: Class 2 contains 72491 members 
Entering Unmasked Estep 
Score: -25083580.000000 Penalty: 6036.879883
	Iteration 24Q: 3 clusters Score -2.508358e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122985 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -25084930.000000 Penalty: 6036.879883
	Iteration 25Q: 3 clusters Score -2.508493e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125371 members 
Mstep: Class 2 contains 67761 members 
Entering Unmasked Estep 
Score: -25086430.000000 Penalty: 6036.879883
	Iteration 26Q: 3 clusters Score -2.508643e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127703 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -25087964.000000 Penalty: 6036.879883
	Iteration 27Q: 3 clusters Score -2.508796e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129870 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -25089380.000000 Penalty: 6036.879883
	Iteration 28Q: 3 clusters Score -2.508938e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131818 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -25090404.000000 Penalty: 6036.879883
	Iteration 29Q: 3 clusters Score -2.50904e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133630 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -25091300.000000 Penalty: 6036.879883
	Iteration 30Q: 3 clusters Score -2.50913e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135302 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -25091976.000000 Penalty: 6036.879883
	Iteration 31Q: 3 clusters Score -2.509198e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136816 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -25092378.000000 Penalty: 6036.879883
	Iteration 32Q: 3 clusters Score -2.509238e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138231 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -25092896.000000 Penalty: 6036.879883
	Iteration 33Q: 3 clusters Score -2.50929e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139532 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -25093084.000000 Penalty: 6036.879883
	Iteration 34Q: 3 clusters Score -2.509308e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140814 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -25093378.000000 Penalty: 6036.879883
	Iteration 35Q: 3 clusters Score -2.509338e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142097 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -25093588.000000 Penalty: 6036.879883
	Iteration 36Q: 3 clusters Score -2.509359e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143348 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -25093998.000000 Penalty: 6036.879883
	Iteration 37Q: 3 clusters Score -2.5094e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144634 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -25094274.000000 Penalty: 6036.879883
	Iteration 38Q: 3 clusters Score -2.509427e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145886 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -25094494.000000 Penalty: 6036.879883
	Iteration 39Q: 3 clusters Score -2.509449e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147124 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -25094704.000000 Penalty: 6036.879883
	Iteration 40F: 3 clusters Score -2.50947e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148353 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -25094946.000000 Penalty: 6036.879883
	Iteration 41Q: 3 clusters Score -2.509495e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149630 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -25095204.000000 Penalty: 6036.879883
	Iteration 42Q: 3 clusters Score -2.50952e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150939 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -25095554.000000 Penalty: 6036.879883
	Iteration 43Q: 3 clusters Score -2.509555e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152337 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -25095692.000000 Penalty: 6036.879883
	Iteration 44Q: 3 clusters Score -2.509569e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153661 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -25095866.000000 Penalty: 6036.879883
	Iteration 45Q: 3 clusters Score -2.509587e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154993 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -25095976.000000 Penalty: 6036.879883
	Iteration 46Q: 3 clusters Score -2.509598e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156279 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -25096040.000000 Penalty: 6036.879883
	Iteration 47Q: 3 clusters Score -2.509604e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157538 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -25096282.000000 Penalty: 6036.879883
	Iteration 48Q: 3 clusters Score -2.509628e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158796 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -25096352.000000 Penalty: 6036.879883
	Iteration 49Q: 3 clusters Score -2.509635e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160050 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -25096480.000000 Penalty: 6036.879883
	Iteration 50Q: 3 clusters Score -2.509648e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161336 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -25096770.000000 Penalty: 6036.879883
	Iteration 51Q: 3 clusters Score -2.509677e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162574 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -25096880.000000 Penalty: 6036.879883
	Iteration 52Q: 3 clusters Score -2.509688e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163799 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -25096942.000000 Penalty: 6036.879883
	Iteration 53Q: 3 clusters Score -2.509694e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164934 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -25097102.000000 Penalty: 6036.879883
	Iteration 54Q: 3 clusters Score -2.50971e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166065 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -25097146.000000 Penalty: 6036.879883
	Iteration 55Q: 3 clusters Score -2.509715e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167152 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -25097298.000000 Penalty: 6036.879883
	Iteration 56Q: 3 clusters Score -2.50973e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168216 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -25097400.000000 Penalty: 6036.879883
	Iteration 57Q: 3 clusters Score -2.50974e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169198 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -25097424.000000 Penalty: 6036.879883
	Iteration 58Q: 3 clusters Score -2.509742e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170186 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -25097522.000000 Penalty: 6036.879883
	Iteration 59Q: 3 clusters Score -2.509752e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171136 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -25097546.000000 Penalty: 6036.879883
	Iteration 60F: 3 clusters Score -2.509755e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172027 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -25097616.000000 Penalty: 6036.879883
	Iteration 61Q: 3 clusters Score -2.509762e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172891 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -25097678.000000 Penalty: 6036.879883
	Iteration 62Q: 3 clusters Score -2.509768e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173656 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -25097720.000000 Penalty: 6036.879883
	Iteration 63Q: 3 clusters Score -2.509772e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174400 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -25097676.000000 Penalty: 6036.879883
	Iteration 64Q: 3 clusters Score -2.509768e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175128 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -25097718.000000 Penalty: 6036.879883
	Iteration 65Q: 3 clusters Score -2.509772e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175825 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -25097824.000000 Penalty: 6036.879883
	Iteration 66Q: 3 clusters Score -2.509782e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176458 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -25097904.000000 Penalty: 6036.879883
	Iteration 67Q: 3 clusters Score -2.50979e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177086 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -25097866.000000 Penalty: 6036.879883
	Iteration 68Q: 3 clusters Score -2.509787e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177677 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -25097966.000000 Penalty: 6036.879883
	Iteration 69Q: 3 clusters Score -2.509797e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178213 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -25098010.000000 Penalty: 6036.879883
	Iteration 70Q: 3 clusters Score -2.509801e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178709 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -25098110.000000 Penalty: 6036.879883
	Iteration 71Q: 3 clusters Score -2.509811e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179181 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -25098080.000000 Penalty: 6036.879883
	Iteration 72Q: 3 clusters Score -2.509808e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179675 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -25098052.000000 Penalty: 6036.879883
	Iteration 73Q: 3 clusters Score -2.509805e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180133 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -25098098.000000 Penalty: 6036.879883
	Iteration 74Q: 3 clusters Score -2.50981e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180570 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -25098104.000000 Penalty: 6036.879883
	Iteration 75Q: 3 clusters Score -2.50981e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180973 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -25098118.000000 Penalty: 6036.879883
	Iteration 76Q: 3 clusters Score -2.509812e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181358 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -25098148.000000 Penalty: 6036.879883
	Iteration 77Q: 3 clusters Score -2.509815e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181752 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -25098136.000000 Penalty: 6036.879883
	Iteration 78Q: 3 clusters Score -2.509814e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182148 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -25098234.000000 Penalty: 6036.879883
	Iteration 79Q: 3 clusters Score -2.509823e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182517 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -25098198.000000 Penalty: 6036.879883
	Iteration 80F: 3 clusters Score -2.50982e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182882 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -25098234.000000 Penalty: 6036.879883
	Iteration 81Q: 3 clusters Score -2.509823e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183203 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -25098376.000000 Penalty: 6036.879883
	Iteration 82Q: 3 clusters Score -2.509838e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183546 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -25098368.000000 Penalty: 6036.879883
	Iteration 83Q: 3 clusters Score -2.509837e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183861 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -25098370.000000 Penalty: 6036.879883
	Iteration 84Q: 3 clusters Score -2.509837e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184132 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -25098404.000000 Penalty: 6036.879883
	Iteration 85Q: 3 clusters Score -2.50984e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184415 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -25098418.000000 Penalty: 6036.879883
	Iteration 86Q: 3 clusters Score -2.509842e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184686 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -25098384.000000 Penalty: 6036.879883
	Iteration 87Q: 3 clusters Score -2.509838e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184944 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -25098406.000000 Penalty: 6036.879883
	Iteration 88Q: 3 clusters Score -2.509841e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185222 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -25098416.000000 Penalty: 6036.879883
	Iteration 89Q: 3 clusters Score -2.509842e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185501 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -25098454.000000 Penalty: 6036.879883
	Iteration 90Q: 3 clusters Score -2.509845e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185755 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -25098486.000000 Penalty: 6036.879883
	Iteration 91Q: 3 clusters Score -2.509849e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185997 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -25098446.000000 Penalty: 6036.879883
	Iteration 92Q: 3 clusters Score -2.509845e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186239 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -25098526.000000 Penalty: 6036.879883
	Iteration 93Q: 3 clusters Score -2.509853e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186435 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -25098536.000000 Penalty: 6036.879883
	Iteration 94Q: 3 clusters Score -2.509854e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186603 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -25098520.000000 Penalty: 6036.879883
	Iteration 95Q: 3 clusters Score -2.509852e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186745 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -25098534.000000 Penalty: 6036.879883
	Iteration 96Q: 3 clusters Score -2.509853e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186880 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -25098524.000000 Penalty: 6036.879883
	Iteration 97Q: 3 clusters Score -2.509852e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187008 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -25098518.000000 Penalty: 6036.879883
	Iteration 98Q: 3 clusters Score -2.509852e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187138 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -25098518.000000 Penalty: 6036.879883
	Iteration 99Q: 3 clusters Score -2.509852e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187251 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -25098530.000000 Penalty: 6036.879883
	Iteration 100F: 3 clusters Score -2.509853e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187351 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -25098552.000000 Penalty: 6036.879883
	Iteration 101Q: 3 clusters Score -2.509855e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187444 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -25098548.000000 Penalty: 6036.879883
	Iteration 102Q: 3 clusters Score -2.509855e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187527 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -25098564.000000 Penalty: 6036.879883
	Iteration 103Q: 3 clusters Score -2.509856e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187613 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -25098580.000000 Penalty: 6036.879883
	Iteration 104Q: 3 clusters Score -2.509858e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187703 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -25098606.000000 Penalty: 6036.879883
	Iteration 105Q: 3 clusters Score -2.509861e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187796 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -25098582.000000 Penalty: 6036.879883
	Iteration 106Q: 3 clusters Score -2.509858e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187880 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -25098564.000000 Penalty: 6036.879883
	Iteration 107Q: 3 clusters Score -2.509856e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187965 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -25098542.000000 Penalty: 6036.879883
	Iteration 108Q: 3 clusters Score -2.509854e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188049 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -25098526.000000 Penalty: 6036.879883
	Iteration 109Q: 3 clusters Score -2.509853e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188114 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -25098532.000000 Penalty: 6036.879883
	Iteration 110Q: 3 clusters Score -2.509853e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188175 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -25098542.000000 Penalty: 6036.879883
	Iteration 111Q: 3 clusters Score -2.509854e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188247 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -25098534.000000 Penalty: 6036.879883
	Iteration 112Q: 3 clusters Score -2.509853e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188308 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -25098518.000000 Penalty: 6036.879883
	Iteration 113Q: 3 clusters Score -2.509852e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188367 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -25098540.000000 Penalty: 6036.879883
	Iteration 114Q: 3 clusters Score -2.509854e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188420 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -25098544.000000 Penalty: 6036.879883
	Iteration 115Q: 3 clusters Score -2.509854e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188474 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -25098500.000000 Penalty: 6036.879883
	Iteration 116Q: 3 clusters Score -2.50985e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188532 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -25098478.000000 Penalty: 6036.879883
	Iteration 117Q: 3 clusters Score -2.509848e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188577 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -25098462.000000 Penalty: 6036.879883
	Iteration 118Q: 3 clusters Score -2.509846e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188623 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -25098462.000000 Penalty: 6036.879883
	Iteration 119Q: 3 clusters Score -2.509846e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188675 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -25098448.000000 Penalty: 6036.879883
	Iteration 120F: 3 clusters Score -2.509845e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188727 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -25098464.000000 Penalty: 6036.879883
	Iteration 121Q: 3 clusters Score -2.509846e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188773 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -25098444.000000 Penalty: 6036.879883
	Iteration 122Q: 3 clusters Score -2.509844e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188809 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -25098454.000000 Penalty: 6036.879883
	Iteration 123Q: 3 clusters Score -2.509845e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188840 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -25098482.000000 Penalty: 6036.879883
	Iteration 124Q: 3 clusters Score -2.509848e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188875 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -25098468.000000 Penalty: 6036.879883
	Iteration 125Q: 3 clusters Score -2.509847e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188909 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -25098466.000000 Penalty: 6036.879883
	Iteration 126Q: 3 clusters Score -2.509847e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188943 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -25098464.000000 Penalty: 6036.879883
	Iteration 127Q: 3 clusters Score -2.509846e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188978 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -25098456.000000 Penalty: 6036.879883
	Iteration 128Q: 3 clusters Score -2.509846e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189004 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -25098468.000000 Penalty: 6036.879883
	Iteration 129Q: 3 clusters Score -2.509847e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189043 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -25098484.000000 Penalty: 6036.879883
	Iteration 130Q: 3 clusters Score -2.509848e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189084 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -25098476.000000 Penalty: 6036.879883
	Iteration 131Q: 3 clusters Score -2.509848e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189112 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -25098526.000000 Penalty: 6036.879883
	Iteration 132Q: 3 clusters Score -2.509853e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189138 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -25098506.000000 Penalty: 6036.879883
	Iteration 133Q: 3 clusters Score -2.509851e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189164 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -25098478.000000 Penalty: 6036.879883
	Iteration 134Q: 3 clusters Score -2.509848e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189191 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -25098468.000000 Penalty: 6036.879883
	Iteration 135Q: 3 clusters Score -2.509847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189214 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -25098484.000000 Penalty: 6036.879883
	Iteration 136Q: 3 clusters Score -2.509848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189229 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -25098490.000000 Penalty: 6036.879883
	Iteration 137Q: 3 clusters Score -2.509849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189240 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -25098518.000000 Penalty: 6036.879883
	Iteration 138Q: 3 clusters Score -2.509852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189253 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -25098514.000000 Penalty: 6036.879883
	Iteration 139Q: 3 clusters Score -2.509851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189261 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -25098500.000000 Penalty: 6036.879883
	Iteration 140F: 3 clusters Score -2.50985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189279 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -25098518.000000 Penalty: 6036.879883
	Iteration 141Q: 3 clusters Score -2.509852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189293 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -25098524.000000 Penalty: 6036.879883
	Iteration 142Q: 3 clusters Score -2.509852e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189310 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -25098530.000000 Penalty: 6036.879883
	Iteration 143Q: 3 clusters Score -2.509853e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189327 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -25098526.000000 Penalty: 6036.879883
	Iteration 144Q: 3 clusters Score -2.509853e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189344 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -25098526.000000 Penalty: 6036.879883
	Iteration 145Q: 3 clusters Score -2.509853e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189363 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -25098520.000000 Penalty: 6036.879883
	Iteration 146Q: 3 clusters Score -2.509852e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189380 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -25098520.000000 Penalty: 6036.879883
	Iteration 147Q: 3 clusters Score -2.509852e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189400 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -25098544.000000 Penalty: 6036.879883
	Iteration 148Q: 3 clusters Score -2.509854e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189423 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -25098538.000000 Penalty: 6036.879883
	Iteration 149Q: 3 clusters Score -2.509854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189439 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -25098534.000000 Penalty: 6036.879883
	Iteration 150Q: 3 clusters Score -2.509853e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189456 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -25098526.000000 Penalty: 6036.879883
	Iteration 151Q: 3 clusters Score -2.509853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189463 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -25098516.000000 Penalty: 6036.879883
	Iteration 152Q: 3 clusters Score -2.509852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189473 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -25098532.000000 Penalty: 6036.879883
	Iteration 153Q: 3 clusters Score -2.509853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189480 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -25098536.000000 Penalty: 6036.879883
	Iteration 154Q: 3 clusters Score -2.509854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189491 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -25098546.000000 Penalty: 6036.879883
	Iteration 155Q: 3 clusters Score -2.509855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189505 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -25098538.000000 Penalty: 6036.879883
	Iteration 156Q: 3 clusters Score -2.509854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189517 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -25098546.000000 Penalty: 6036.879883
	Iteration 157Q: 3 clusters Score -2.509855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189527 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -25098540.000000 Penalty: 6036.879883
	Iteration 158Q: 3 clusters Score -2.509854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189538 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -25098508.000000 Penalty: 6036.879883
	Iteration 159Q: 3 clusters Score -2.509851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189556 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -25098522.000000 Penalty: 6036.879883
	Iteration 160F: 3 clusters Score -2.509852e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189573 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -25098516.000000 Penalty: 6036.879883
	Iteration 161Q: 3 clusters Score -2.509852e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189596 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -25098538.000000 Penalty: 6036.879883
	Iteration 162Q: 3 clusters Score -2.509854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189610 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -25098538.000000 Penalty: 6036.879883
	Iteration 163Q: 3 clusters Score -2.509854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189623 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -25098512.000000 Penalty: 6036.879883
	Iteration 164Q: 3 clusters Score -2.509851e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189640 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -25098526.000000 Penalty: 6036.879883
	Iteration 165Q: 3 clusters Score -2.509853e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189658 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -25098524.000000 Penalty: 6036.879883
	Iteration 166Q: 3 clusters Score -2.509852e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189674 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -25098518.000000 Penalty: 6036.879883
	Iteration 167Q: 3 clusters Score -2.509852e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189691 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -25098504.000000 Penalty: 6036.879883
	Iteration 168Q: 3 clusters Score -2.50985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189707 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -25098506.000000 Penalty: 6036.879883
	Iteration 169Q: 3 clusters Score -2.509851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189723 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -25098506.000000 Penalty: 6036.879883
	Iteration 170Q: 3 clusters Score -2.509851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189734 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -25098498.000000 Penalty: 6036.879883
	Iteration 171Q: 3 clusters Score -2.50985e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189749 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -25098488.000000 Penalty: 6036.879883
	Iteration 172Q: 3 clusters Score -2.509849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189763 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -25098536.000000 Penalty: 6036.879883
	Iteration 173Q: 3 clusters Score -2.509854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189776 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -25098512.000000 Penalty: 6036.879883
	Iteration 174Q: 3 clusters Score -2.509851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189788 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -25098532.000000 Penalty: 6036.879883
	Iteration 175Q: 3 clusters Score -2.509853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189797 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -25098526.000000 Penalty: 6036.879883
	Iteration 176Q: 3 clusters Score -2.509853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189803 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -25098530.000000 Penalty: 6036.879883
	Iteration 177Q: 3 clusters Score -2.509853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189811 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -25098520.000000 Penalty: 6036.879883
	Iteration 178Q: 3 clusters Score -2.509852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189816 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -25098518.000000 Penalty: 6036.879883
	Iteration 179Q: 3 clusters Score -2.509852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189827 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -25098498.000000 Penalty: 6036.879883
	Iteration 180F: 3 clusters Score -2.50985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189834 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -25098514.000000 Penalty: 6036.879883
	Iteration 181Q: 3 clusters Score -2.509851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189838 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -25098528.000000 Penalty: 6036.879883
	Iteration 182Q: 3 clusters Score -2.509853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189844 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -25098518.000000 Penalty: 6036.879883
	Iteration 183Q: 3 clusters Score -2.509852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189852 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -25098490.000000 Penalty: 6036.879883
	Iteration 184Q: 3 clusters Score -2.509849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189862 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -25098492.000000 Penalty: 6036.879883
	Iteration 185Q: 3 clusters Score -2.509849e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189871 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -25098502.000000 Penalty: 6036.879883
	Iteration 186Q: 3 clusters Score -2.50985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189876 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -25098498.000000 Penalty: 6036.879883
	Iteration 187Q: 3 clusters Score -2.50985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189879 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -25098480.000000 Penalty: 6036.879883
	Iteration 188Q: 3 clusters Score -2.509848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189881 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -25098488.000000 Penalty: 6036.879883
	Iteration 189Q: 3 clusters Score -2.509849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189884 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -25098494.000000 Penalty: 6036.879883
	Iteration 190Q: 3 clusters Score -2.509849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189885 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -25098502.000000 Penalty: 6036.879883
	Iteration 191Q: 3 clusters Score -2.50985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189889 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -25098478.000000 Penalty: 6036.879883
	Iteration 192Q: 3 clusters Score -2.509848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189891 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -25098466.000000 Penalty: 6036.879883
	Iteration 193Q: 3 clusters Score -2.509847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189892 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -25098484.000000 Penalty: 6036.879883
	Iteration 194Q: 3 clusters Score -2.509848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189897 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -25098500.000000 Penalty: 6036.879883
	Iteration 195Q: 3 clusters Score -2.50985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189898 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -25098494.000000 Penalty: 6036.879883
	Iteration 196Q: 3 clusters Score -2.509849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189899 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -25098490.000000 Penalty: 6036.879883
	Iteration 197Q: 3 clusters Score -2.509849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189900 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -25098486.000000 Penalty: 6036.879883
	Iteration 198Q: 3 clusters Score -2.509849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189903 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -25098492.000000 Penalty: 6036.879883
	Iteration 199Q: 3 clusters Score -2.509849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189904 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -25098486.000000 Penalty: 6036.879883
	Iteration 200F: 3 clusters Score -2.509849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189906 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -25098498.000000 Penalty: 6036.879883
	Iteration 201Q: 3 clusters Score -2.50985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189908 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -25098492.000000 Penalty: 6036.879883
	Iteration 202Q: 3 clusters Score -2.509849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189909 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -25098488.000000 Penalty: 6036.879883
	Iteration 203Q: 3 clusters Score -2.509849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189910 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -25098494.000000 Penalty: 6036.879883
	Iteration 204Q: 3 clusters Score -2.509849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189911 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -25098498.000000 Penalty: 6036.879883
	Iteration 205Q: 3 clusters Score -2.50985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189914 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -25098490.000000 Penalty: 6036.879883
	Iteration 206Q: 3 clusters Score -2.509849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189917 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -25098492.000000 Penalty: 6036.879883
	Iteration 207Q: 3 clusters Score -2.509849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189921 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -25098490.000000 Penalty: 6036.879883
	Iteration 208Q: 3 clusters Score -2.509849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189922 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -25098492.000000 Penalty: 6036.879883
	Iteration 209Q: 3 clusters Score -2.509849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189924 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -25098488.000000 Penalty: 6036.879883
	Iteration 210Q: 3 clusters Score -2.509849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189925 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -25098486.000000 Penalty: 6036.879883
	Iteration 211Q: 3 clusters Score -2.509849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189927 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -25098490.000000 Penalty: 6036.879883
	Iteration 212Q: 3 clusters Score -2.509849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189931 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -25098484.000000 Penalty: 6036.879883
	Iteration 213Q: 3 clusters Score -2.509848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189935 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -25098480.000000 Penalty: 6036.879883
	Iteration 214Q: 3 clusters Score -2.509848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189938 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -25098478.000000 Penalty: 6036.879883
	Iteration 215Q: 3 clusters Score -2.509848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189940 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -25098476.000000 Penalty: 6036.879883
	Iteration 216Q: 3 clusters Score -2.509848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189943 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -25098476.000000 Penalty: 6036.879883
	Iteration 217Q: 3 clusters Score -2.509848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189944 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -25098488.000000 Penalty: 6036.879883
	Iteration 218Q: 3 clusters Score -2.509849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189948 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -25098486.000000 Penalty: 6036.879883
	Iteration 219Q: 3 clusters Score -2.509849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189950 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -25098504.000000 Penalty: 6036.879883
	Iteration 220F: 3 clusters Score -2.50985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189952 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -25098508.000000 Penalty: 6036.879883
	Iteration 221Q: 3 clusters Score -2.509851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189956 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -25098480.000000 Penalty: 6036.879883
	Iteration 222Q: 3 clusters Score -2.509848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189959 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -25098472.000000 Penalty: 6036.879883
	Iteration 223Q: 3 clusters Score -2.509847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189961 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -25098480.000000 Penalty: 6036.879883
	Iteration 224Q: 3 clusters Score -2.509848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189961 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -25098488.000000 Penalty: 6036.879883
	Iteration 225Q: 3 clusters Score -2.509849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189965 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -25098498.000000 Penalty: 6036.879883
	Iteration 226Q: 3 clusters Score -2.50985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189970 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -25098476.000000 Penalty: 6036.879883
	Iteration 227Q: 3 clusters Score -2.509848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189977 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -25098458.000000 Penalty: 6036.879883
	Iteration 228Q: 3 clusters Score -2.509846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189980 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -25098468.000000 Penalty: 6036.879883
	Iteration 229Q: 3 clusters Score -2.509847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189981 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -25098472.000000 Penalty: 6036.879883
	Iteration 230Q: 3 clusters Score -2.509847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189981 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -25098472.000000 Penalty: 6036.879883
	Iteration 231F: 3 clusters Score -2.509847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15493 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218830 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7130 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7691 members 
Mstep: Class 17 contains 59543 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 41751 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15651 members 
Mstep: Class 24 contains 193132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822816.000000 Penalty: 80247.148438
Iteration 479Q: 25 clusters Score -9.082282e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15493 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218832 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11260 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13695 members 
Mstep: Class 12 contains 7130 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7695 members 
Mstep: Class 17 contains 59544 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 41753 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15650 members 
Mstep: Class 24 contains 193124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822792.000000 Penalty: 80247.148438
Iteration 480F: 25 clusters Score -9.082279e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15493 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218836 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11260 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7130 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7699 members 
Mstep: Class 17 contains 59544 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 41753 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15647 members 
Mstep: Class 24 contains 193118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822816.000000 Penalty: 80247.148438
Iteration 481Q: 25 clusters Score -9.082282e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218837 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11261 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7130 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26382 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7702 members 
Mstep: Class 17 contains 59544 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 41754 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15646 members 
Mstep: Class 24 contains 193114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822832.000000 Penalty: 80247.148438
Iteration 482Q: 25 clusters Score -9.082283e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15495 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218835 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11262 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7129 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7702 members 
Mstep: Class 17 contains 59545 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41755 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15645 members 
Mstep: Class 24 contains 193111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822784.000000 Penalty: 80247.148438
Iteration 483Q: 25 clusters Score -9.082278e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15493 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218823 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11261 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7130 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7703 members 
Mstep: Class 17 contains 59548 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41755 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15643 members 
Mstep: Class 24 contains 193123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822840.000000 Penalty: 80247.148438
Iteration 484Q: 25 clusters Score -9.082284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218817 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11260 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7131 members 
Mstep: Class 13 contains 6868 members 
Mstep: Class 14 contains 26380 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7703 members 
Mstep: Class 17 contains 59552 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41755 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15641 members 
Mstep: Class 24 contains 193129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822776.000000 Penalty: 80247.148438
Iteration 485Q: 25 clusters Score -9.082278e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15492 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218808 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11261 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7133 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26380 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7703 members 
Mstep: Class 17 contains 59558 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41756 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15641 members 
Mstep: Class 24 contains 193129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822888.000000 Penalty: 80247.148438
Iteration 486Q: 25 clusters Score -9.082289e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15492 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218807 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11261 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7134 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26380 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7704 members 
Mstep: Class 17 contains 59556 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41756 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15641 members 
Mstep: Class 24 contains 193130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822912.000000 Penalty: 80247.148438
Iteration 487Q: 25 clusters Score -9.082291e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15492 members 
Mstep: Class 4 contains 35919 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218808 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11261 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7136 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26380 members 
Mstep: Class 15 contains 34210 members 
Mstep: Class 16 contains 7706 members 
Mstep: Class 17 contains 59554 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12477 members 
Mstep: Class 20 contains 41756 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15639 members 
Mstep: Class 24 contains 193129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822912.000000 Penalty: 80247.148438
Iteration 488Q: 25 clusters Score -9.082291e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15492 members 
Mstep: Class 4 contains 35918 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218815 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11262 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7134 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26380 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7705 members 
Mstep: Class 17 contains 59551 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12477 members 
Mstep: Class 20 contains 41760 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15638 members 
Mstep: Class 24 contains 193124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822920.000000 Penalty: 80247.148438
Iteration 489Q: 25 clusters Score -9.082292e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15492 members 
Mstep: Class 4 contains 35918 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218813 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11262 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7134 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26380 members 
Mstep: Class 15 contains 34211 members 
Mstep: Class 16 contains 7706 members 
Mstep: Class 17 contains 59547 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12477 members 
Mstep: Class 20 contains 41760 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15636 members 
Mstep: Class 24 contains 193131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822928.000000 Penalty: 80247.148438
Iteration 490Q: 25 clusters Score -9.082293e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15491 members 
Mstep: Class 4 contains 35918 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218811 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11261 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13696 members 
Mstep: Class 12 contains 7136 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26380 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7706 members 
Mstep: Class 17 contains 59546 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12477 members 
Mstep: Class 20 contains 41759 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15635 members 
Mstep: Class 24 contains 193134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822920.000000 Penalty: 80247.148438
Iteration 491Q: 25 clusters Score -9.082292e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15490 members 
Mstep: Class 4 contains 35918 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218803 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11262 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7136 members 
Mstep: Class 13 contains 6866 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34215 members 
Mstep: Class 16 contains 7706 members 
Mstep: Class 17 contains 59548 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41760 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15634 members 
Mstep: Class 24 contains 193138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822984.000000 Penalty: 80247.148438
Iteration 492Q: 25 clusters Score -9.082298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15489 members 
Mstep: Class 4 contains 35917 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218810 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11262 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 7136 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34214 members 
Mstep: Class 16 contains 7706 members 
Mstep: Class 17 contains 59546 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41762 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15632 members 
Mstep: Class 24 contains 193135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822984.000000 Penalty: 80247.148438
Iteration 493Q: 25 clusters Score -9.082298e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15489 members 
Mstep: Class 4 contains 35917 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218813 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11263 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13698 members 
Mstep: Class 12 contains 7136 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34214 members 
Mstep: Class 16 contains 7706 members 
Mstep: Class 17 contains 59545 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41763 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15631 members 
Mstep: Class 24 contains 193131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90823008.000000 Penalty: 80247.148438
Iteration 494Q: 25 clusters Score -9.082301e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15488 members 
Mstep: Class 4 contains 35917 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218811 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11263 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13698 members 
Mstep: Class 12 contains 7136 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26382 members 
Mstep: Class 15 contains 34214 members 
Mstep: Class 16 contains 7706 members 
Mstep: Class 17 contains 59545 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41763 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15630 members 
Mstep: Class 24 contains 193134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822944.000000 Penalty: 80247.148438
Iteration 495Q: 25 clusters Score -9.082294e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15486 members 
Mstep: Class 4 contains 35917 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218809 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11262 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13698 members 
Mstep: Class 12 contains 7136 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7706 members 
Mstep: Class 17 contains 59543 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41763 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15628 members 
Mstep: Class 24 contains 193145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822888.000000 Penalty: 80247.148438
Iteration 496Q: 25 clusters Score -9.082289e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15486 members 
Mstep: Class 4 contains 35916 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218813 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11263 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13698 members 
Mstep: Class 12 contains 7136 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7706 members 
Mstep: Class 17 contains 59541 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41763 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15627 members 
Mstep: Class 24 contains 193144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822920.000000 Penalty: 80247.148438
Iteration 497Q: 25 clusters Score -9.082292e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15485 members 
Mstep: Class 4 contains 35916 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218817 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11265 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13698 members 
Mstep: Class 12 contains 7136 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26381 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7706 members 
Mstep: Class 17 contains 59539 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12476 members 
Mstep: Class 20 contains 41763 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15622 members 
Mstep: Class 24 contains 193146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822912.000000 Penalty: 80247.148438
Iteration 498Q: 25 clusters Score -9.082291e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15486 members 
Mstep: Class 4 contains 35916 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218812 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11266 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13698 members 
Mstep: Class 12 contains 7136 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26382 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7706 members 
Mstep: Class 17 contains 59538 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41763 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15617 members 
Mstep: Class 24 contains 193155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822872.000000 Penalty: 80247.148438
Iteration 499Q: 25 clusters Score -9.082287e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 15488 members 
Mstep: Class 4 contains 35914 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 6 contains 218806 members 
Mstep: Class 7 contains 385 members 
Mstep: Class 8 contains 489 members 
Mstep: Class 9 contains 11266 members 
Mstep: Class 10 contains 1617 members 
Mstep: Class 11 contains 13698 members 
Mstep: Class 12 contains 7136 members 
Mstep: Class 13 contains 6867 members 
Mstep: Class 14 contains 26383 members 
Mstep: Class 15 contains 34213 members 
Mstep: Class 16 contains 7707 members 
Mstep: Class 17 contains 59538 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 41764 members 
Mstep: Class 21 contains 450 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 15611 members 
Mstep: Class 24 contains 193164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822872.000000 Penalty: 80247.148438
Iteration 500F: 25 clusters Score -9.082287e+07 nChanged 26
Maximum iterations exceeded
--- Evaluating fit on full set of 2150037 points ---
Entering Unmasked Estep 
Score: -272218720.000000 Penalty: 86786.085938
23->25 Clusters: Score -272218720.000000, best is -272292256.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 716679 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 31154 members 
Mstep: Class 3 contains 31293 members 
Mstep: Class 4 contains 31263 members 
Mstep: Class 5 contains 31270 members 
Mstep: Class 6 contains 31124 members 
Mstep: Class 7 contains 30934 members 
Mstep: Class 8 contains 30901 members 
Mstep: Class 9 contains 31087 members 
Mstep: Class 10 contains 31174 members 
Mstep: Class 11 contains 31191 members 
Mstep: Class 12 contains 31253 members 
Mstep: Class 13 contains 30888 members 
Mstep: Class 14 contains 31245 members 
Mstep: Class 15 contains 31120 members 
Mstep: Class 16 contains 31180 members 
Mstep: Class 17 contains 31315 members 
Mstep: Class 18 contains 31062 members 
Mstep: Class 19 contains 31242 members 
Mstep: Class 20 contains 31035 members 
Mstep: Class 21 contains 31079 members 
Mstep: Class 22 contains 31236 members 
Mstep: Class 23 contains 31346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 152.534698 but Gain 3343.632812
Score: -86179360.000000 Penalty: 73559.882812
Iteration 0F: 23 clusters Score -8.617936e+07 nChanged 682817
Entering Unmasked Mstep 
Mstep: Class 0 contains 2510 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 105940 members 
Mstep: Class 3 contains 52319 members 
Mstep: Class 4 contains 17266 members 
Mstep: Class 5 contains 59620 members 
Mstep: Class 6 contains 25289 members 
Mstep: Class 7 contains 3119 members 
Mstep: Class 8 contains 14173 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 17666 members 
Mstep: Class 11 contains 26101 members 
Mstep: Class 12 contains 5135 members 
Mstep: Class 13 contains 140599 members 
Mstep: Class 14 contains 20482 members 
Mstep: Class 15 contains 4147 members 
Mstep: Class 16 contains 32995 members 
Mstep: Class 17 contains 23243 members 
Mstep: Class 18 contains 8461 members 
Mstep: Class 19 contains 27886 members 
Mstep: Class 21 contains 41770 members 
Mstep: Class 22 contains 16274 members 
Mstep: Class 23 contains 11274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -89401616.000000 Penalty: 73559.882812
Iteration 1F: 23 clusters Score -8.940162e+07 nChanged 301764
Entering Unmasked Mstep 
Mstep: Class 0 contains 1816 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 131650 members 
Mstep: Class 3 contains 46823 members 
Mstep: Class 4 contains 10801 members 
Mstep: Class 5 contains 34973 members 
Mstep: Class 6 contains 30608 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 9028 members 
Mstep: Class 9 contains 2566 members 
Mstep: Class 10 contains 13498 members 
Mstep: Class 11 contains 36660 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 212561 members 
Mstep: Class 14 contains 12959 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 18324 members 
Mstep: Class 17 contains 10887 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 27112 members 
Mstep: Class 21 contains 46232 members 
Mstep: Class 22 contains 12369 members 
Mstep: Class 23 contains 5884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2572.959229 but Gain 3343.625000
Score: -90138120.000000 Penalty: 70216.257812
Iteration 2F: 22 clusters Score -9.013812e+07 nChanged 181972
Entering Unmasked Mstep 
Mstep: Class 0 contains 643 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 134306 members 
Mstep: Class 3 contains 50517 members 
Mstep: Class 4 contains 6651 members 
Mstep: Class 5 contains 26937 members 
Mstep: Class 6 contains 27300 members 
Mstep: Class 7 contains 1920 members 
Mstep: Class 8 contains 5236 members 
Mstep: Class 9 contains 1499 members 
Mstep: Class 10 contains 19597 members 
Mstep: Class 11 contains 35456 members 
Mstep: Class 13 contains 261819 members 
Mstep: Class 14 contains 7316 members 
Mstep: Class 15 contains 6503 members 
Mstep: Class 16 contains 12104 members 
Mstep: Class 17 contains 5646 members 
Mstep: Class 18 contains 4345 members 
Mstep: Class 19 contains 18400 members 
Mstep: Class 21 contains 54440 members 
Mstep: Class 22 contains 10199 members 
Mstep: Class 23 contains 3301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2678.102539 but Gain 3343.632812
Score: -90445872.000000 Penalty: 66872.625000
Iteration 3F: 21 clusters Score -9.044587e+07 nChanged 117096
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 130016 members 
Mstep: Class 3 contains 52457 members 
Mstep: Class 4 contains 3629 members 
Mstep: Class 5 contains 22747 members 
Mstep: Class 6 contains 22923 members 
Mstep: Class 7 contains 1522 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 1456 members 
Mstep: Class 10 contains 26065 members 
Mstep: Class 11 contains 29249 members 
Mstep: Class 13 contains 298671 members 
Mstep: Class 14 contains 4003 members 
Mstep: Class 15 contains 6237 members 
Mstep: Class 16 contains 8268 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 18 contains 4514 members 
Mstep: Class 19 contains 10867 members 
Mstep: Class 21 contains 62885 members 
Mstep: Class 22 contains 9110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1462.582153 but Gain 3343.632812
Score: -90585960.000000 Penalty: 63528.992188
Iteration 4F: 20 clusters Score -9.058596e+07 nChanged 80676
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 124123 members 
Mstep: Class 3 contains 52108 members 
Mstep: Class 5 contains 20037 members 
Mstep: Class 6 contains 21004 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 1415 members 
Mstep: Class 10 contains 30148 members 
Mstep: Class 11 contains 24242 members 
Mstep: Class 13 contains 325233 members 
Mstep: Class 14 contains 2495 members 
Mstep: Class 15 contains 5789 members 
Mstep: Class 16 contains 4759 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 4660 members 
Mstep: Class 19 contains 6174 members 
Mstep: Class 21 contains 68076 members 
Mstep: Class 22 contains 8799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2167.030518 but Gain 3343.632812
Score: -90655544.000000 Penalty: 60185.359375
Iteration 5F: 19 clusters Score -9.065554e+07 nChanged 61482
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 116915 members 
Mstep: Class 3 contains 51347 members 
Mstep: Class 5 contains 18986 members 
Mstep: Class 6 contains 21313 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 2636 members 
Mstep: Class 9 contains 1395 members 
Mstep: Class 10 contains 32519 members 
Mstep: Class 11 contains 20717 members 
Mstep: Class 13 contains 343959 members 
Mstep: Class 15 contains 5393 members 
Mstep: Class 16 contains 3001 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4705 members 
Mstep: Class 19 contains 3743 members 
Mstep: Class 21 contains 69044 members 
Mstep: Class 22 contains 8962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3060.612305 but Gain 3343.628906
Score: -90665456.000000 Penalty: 56841.730469
Iteration 6F: 18 clusters Score -9.066546e+07 nChanged 43634
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 112666 members 
Mstep: Class 3 contains 50990 members 
Mstep: Class 5 contains 18807 members 
Mstep: Class 6 contains 23309 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 9 contains 1389 members 
Mstep: Class 10 contains 33979 members 
Mstep: Class 11 contains 18172 members 
Mstep: Class 13 contains 349772 members 
Mstep: Class 15 contains 5158 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 19 contains 2944 members 
Mstep: Class 21 contains 70335 members 
Mstep: Class 22 contains 10661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90676112.000000 Penalty: 56841.730469
Iteration 7F: 18 clusters Score -9.067611e+07 nChanged 28734
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 109827 members 
Mstep: Class 3 contains 49474 members 
Mstep: Class 5 contains 18732 members 
Mstep: Class 6 contains 25759 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 9 contains 1379 members 
Mstep: Class 10 contains 35042 members 
Mstep: Class 11 contains 16326 members 
Mstep: Class 13 contains 350925 members 
Mstep: Class 15 contains 5027 members 
Mstep: Class 16 contains 2873 members 
Mstep: Class 17 contains 1352 members 
Mstep: Class 18 contains 4936 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 21 contains 71452 members 
Mstep: Class 22 contains 11295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90685464.000000 Penalty: 56841.730469
Iteration 8Q: 18 clusters Score -9.068546e+07 nChanged 21392
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 107060 members 
Mstep: Class 3 contains 48167 members 
Mstep: Class 5 contains 18522 members 
Mstep: Class 6 contains 28367 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 9 contains 1371 members 
Mstep: Class 10 contains 35877 members 
Mstep: Class 11 contains 15030 members 
Mstep: Class 13 contains 350855 members 
Mstep: Class 15 contains 4982 members 
Mstep: Class 16 contains 3265 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 18 contains 5050 members 
Mstep: Class 19 contains 3119 members 
Mstep: Class 21 contains 72303 members 
Mstep: Class 22 contains 12053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90692720.000000 Penalty: 56841.730469
Iteration 9Q: 18 clusters Score -9.069272e+07 nChanged 17694
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 104384 members 
Mstep: Class 3 contains 46962 members 
Mstep: Class 5 contains 18269 members 
Mstep: Class 6 contains 30939 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 9 contains 1366 members 
Mstep: Class 10 contains 36473 members 
Mstep: Class 11 contains 14066 members 
Mstep: Class 13 contains 350223 members 
Mstep: Class 15 contains 4975 members 
Mstep: Class 16 contains 3671 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 5182 members 
Mstep: Class 19 contains 3593 members 
Mstep: Class 21 contains 72988 members 
Mstep: Class 22 contains 12981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90699816.000000 Penalty: 56841.730469
Iteration 10Q: 18 clusters Score -9.069982e+07 nChanged 15588
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 101723 members 
Mstep: Class 3 contains 45672 members 
Mstep: Class 5 contains 18073 members 
Mstep: Class 6 contains 33357 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 9 contains 1365 members 
Mstep: Class 10 contains 36890 members 
Mstep: Class 11 contains 13345 members 
Mstep: Class 13 contains 349510 members 
Mstep: Class 15 contains 4973 members 
Mstep: Class 16 contains 4027 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 5308 members 
Mstep: Class 19 contains 4182 members 
Mstep: Class 21 contains 73495 members 
Mstep: Class 22 contains 14219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90707352.000000 Penalty: 56841.730469
Iteration 11Q: 18 clusters Score -9.070735e+07 nChanged 14283
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 99064 members 
Mstep: Class 3 contains 44115 members 
Mstep: Class 5 contains 18004 members 
Mstep: Class 6 contains 35510 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 9 contains 1364 members 
Mstep: Class 10 contains 37210 members 
Mstep: Class 11 contains 12755 members 
Mstep: Class 13 contains 348982 members 
Mstep: Class 15 contains 4975 members 
Mstep: Class 16 contains 4344 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 5485 members 
Mstep: Class 19 contains 4798 members 
Mstep: Class 21 contains 73798 members 
Mstep: Class 22 contains 15806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90713056.000000 Penalty: 56841.730469
Iteration 12Q: 18 clusters Score -9.071306e+07 nChanged 13002
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 96322 members 
Mstep: Class 3 contains 42472 members 
Mstep: Class 5 contains 18031 members 
Mstep: Class 6 contains 37368 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 9 contains 1364 members 
Mstep: Class 10 contains 37373 members 
Mstep: Class 11 contains 12256 members 
Mstep: Class 13 contains 348655 members 
Mstep: Class 15 contains 4975 members 
Mstep: Class 16 contains 4646 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 5714 members 
Mstep: Class 19 contains 5435 members 
Mstep: Class 21 contains 73941 members 
Mstep: Class 22 contains 17628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90718240.000000 Penalty: 56841.730469
Iteration 13Q: 18 clusters Score -9.071824e+07 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 93575 members 
Mstep: Class 3 contains 40817 members 
Mstep: Class 5 contains 18093 members 
Mstep: Class 6 contains 39149 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 9 contains 1364 members 
Mstep: Class 10 contains 37475 members 
Mstep: Class 11 contains 11847 members 
Mstep: Class 13 contains 348231 members 
Mstep: Class 15 contains 4981 members 
Mstep: Class 16 contains 4917 members 
Mstep: Class 17 contains 1490 members 
Mstep: Class 18 contains 5965 members 
Mstep: Class 19 contains 6112 members 
Mstep: Class 21 contains 73977 members 
Mstep: Class 22 contains 19574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90722976.000000 Penalty: 56841.730469
Iteration 14Q: 18 clusters Score -9.072298e+07 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 90974 members 
Mstep: Class 3 contains 39226 members 
Mstep: Class 5 contains 18155 members 
Mstep: Class 6 contains 40824 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 9 contains 1364 members 
Mstep: Class 10 contains 37616 members 
Mstep: Class 11 contains 11505 members 
Mstep: Class 13 contains 347793 members 
Mstep: Class 15 contains 4991 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 1473 members 
Mstep: Class 18 contains 6264 members 
Mstep: Class 19 contains 6738 members 
Mstep: Class 21 contains 73878 members 
Mstep: Class 22 contains 21493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90727704.000000 Penalty: 56841.730469
Iteration 15Q: 18 clusters Score -9.07277e+07 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 88493 members 
Mstep: Class 3 contains 37785 members 
Mstep: Class 5 contains 18187 members 
Mstep: Class 6 contains 42351 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 9 contains 1364 members 
Mstep: Class 10 contains 37731 members 
Mstep: Class 11 contains 11226 members 
Mstep: Class 13 contains 347583 members 
Mstep: Class 15 contains 4997 members 
Mstep: Class 16 contains 5417 members 
Mstep: Class 17 contains 1454 members 
Mstep: Class 18 contains 6524 members 
Mstep: Class 19 contains 7324 members 
Mstep: Class 21 contains 73651 members 
Mstep: Class 22 contains 23307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90731032.000000 Penalty: 56841.730469
Iteration 16Q: 18 clusters Score -9.073103e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 86089 members 
Mstep: Class 3 contains 36536 members 
Mstep: Class 5 contains 18220 members 
Mstep: Class 6 contains 43732 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 9 contains 1364 members 
Mstep: Class 10 contains 37950 members 
Mstep: Class 11 contains 11007 members 
Mstep: Class 13 contains 347413 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 5649 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 6817 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 21 contains 73398 members 
Mstep: Class 22 contains 24890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90733984.000000 Penalty: 56841.730469
Iteration 17Q: 18 clusters Score -9.073398e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 83913 members 
Mstep: Class 3 contains 35413 members 
Mstep: Class 5 contains 18256 members 
Mstep: Class 6 contains 45041 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 9 contains 1364 members 
Mstep: Class 10 contains 38166 members 
Mstep: Class 11 contains 10833 members 
Mstep: Class 13 contains 347197 members 
Mstep: Class 15 contains 5005 members 
Mstep: Class 16 contains 5841 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 7156 members 
Mstep: Class 19 contains 8219 members 
Mstep: Class 21 contains 73134 members 
Mstep: Class 22 contains 26275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90736280.000000 Penalty: 56841.730469
Iteration 18Q: 18 clusters Score -9.073628e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 81745 members 
Mstep: Class 3 contains 34424 members 
Mstep: Class 5 contains 18262 members 
Mstep: Class 6 contains 46312 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 9 contains 1364 members 
Mstep: Class 10 contains 38415 members 
Mstep: Class 11 contains 10695 members 
Mstep: Class 13 contains 347126 members 
Mstep: Class 15 contains 5008 members 
Mstep: Class 16 contains 6014 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 7502 members 
Mstep: Class 19 contains 8586 members 
Mstep: Class 21 contains 72815 members 
Mstep: Class 22 contains 27494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90738720.000000 Penalty: 56841.730469
Iteration 19Q: 18 clusters Score -9.073872e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 79930 members 
Mstep: Class 3 contains 33506 members 
Mstep: Class 5 contains 18266 members 
Mstep: Class 6 contains 47480 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 9 contains 1364 members 
Mstep: Class 10 contains 38627 members 
Mstep: Class 11 contains 10594 members 
Mstep: Class 13 contains 346908 members 
Mstep: Class 15 contains 5005 members 
Mstep: Class 16 contains 6151 members 
Mstep: Class 17 contains 1372 members 
Mstep: Class 18 contains 7882 members 
Mstep: Class 19 contains 8907 members 
Mstep: Class 21 contains 72509 members 
Mstep: Class 22 contains 28584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90741272.000000 Penalty: 56841.730469
Iteration 20F: 18 clusters Score -9.074127e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 78274 members 
Mstep: Class 3 contains 32395 members 
Mstep: Class 5 contains 18307 members 
Mstep: Class 6 contains 48519 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 38827 members 
Mstep: Class 11 contains 10411 members 
Mstep: Class 13 contains 346403 members 
Mstep: Class 15 contains 5003 members 
Mstep: Class 16 contains 6309 members 
Mstep: Class 17 contains 1400 members 
Mstep: Class 18 contains 8241 members 
Mstep: Class 19 contains 9487 members 
Mstep: Class 21 contains 72172 members 
Mstep: Class 22 contains 29830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90744776.000000 Penalty: 56841.730469
Iteration 21Q: 18 clusters Score -9.074478e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 76756 members 
Mstep: Class 3 contains 31445 members 
Mstep: Class 5 contains 18340 members 
Mstep: Class 6 contains 49507 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 9 contains 1360 members 
Mstep: Class 10 contains 38952 members 
Mstep: Class 11 contains 10245 members 
Mstep: Class 13 contains 345997 members 
Mstep: Class 15 contains 5001 members 
Mstep: Class 16 contains 6440 members 
Mstep: Class 17 contains 1400 members 
Mstep: Class 18 contains 8590 members 
Mstep: Class 19 contains 10000 members 
Mstep: Class 21 contains 71861 members 
Mstep: Class 22 contains 30942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90746992.000000 Penalty: 56841.730469
Iteration 22Q: 18 clusters Score -9.074699e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 75351 members 
Mstep: Class 3 contains 30631 members 
Mstep: Class 5 contains 18373 members 
Mstep: Class 6 contains 50492 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 39071 members 
Mstep: Class 11 contains 10073 members 
Mstep: Class 13 contains 345618 members 
Mstep: Class 15 contains 5002 members 
Mstep: Class 16 contains 6547 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 8902 members 
Mstep: Class 19 contains 10470 members 
Mstep: Class 21 contains 71547 members 
Mstep: Class 22 contains 31896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90748576.000000 Penalty: 56841.730469
Iteration 23Q: 18 clusters Score -9.074858e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 74051 members 
Mstep: Class 3 contains 29898 members 
Mstep: Class 5 contains 18378 members 
Mstep: Class 6 contains 51404 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 39162 members 
Mstep: Class 11 contains 9937 members 
Mstep: Class 13 contains 345412 members 
Mstep: Class 15 contains 5002 members 
Mstep: Class 16 contains 6648 members 
Mstep: Class 17 contains 1402 members 
Mstep: Class 18 contains 9172 members 
Mstep: Class 19 contains 10864 members 
Mstep: Class 21 contains 71200 members 
Mstep: Class 22 contains 32740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90749696.000000 Penalty: 56841.730469
Iteration 24Q: 18 clusters Score -9.07497e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 72855 members 
Mstep: Class 3 contains 29206 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 52293 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 39243 members 
Mstep: Class 11 contains 9832 members 
Mstep: Class 13 contains 345172 members 
Mstep: Class 15 contains 5002 members 
Mstep: Class 16 contains 6729 members 
Mstep: Class 17 contains 1400 members 
Mstep: Class 18 contains 9444 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 21 contains 70898 members 
Mstep: Class 22 contains 33510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90751176.000000 Penalty: 56841.730469
Iteration 25Q: 18 clusters Score -9.075118e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 71797 members 
Mstep: Class 3 contains 28552 members 
Mstep: Class 5 contains 18406 members 
Mstep: Class 6 contains 53068 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 39337 members 
Mstep: Class 11 contains 9749 members 
Mstep: Class 13 contains 345023 members 
Mstep: Class 15 contains 4998 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 9668 members 
Mstep: Class 19 contains 11513 members 
Mstep: Class 21 contains 70633 members 
Mstep: Class 22 contains 34184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90751928.000000 Penalty: 56841.730469
Iteration 26Q: 18 clusters Score -9.075193e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 70843 members 
Mstep: Class 3 contains 27981 members 
Mstep: Class 5 contains 18413 members 
Mstep: Class 6 contains 53866 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 39390 members 
Mstep: Class 11 contains 9639 members 
Mstep: Class 13 contains 344834 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 6853 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 18 contains 9887 members 
Mstep: Class 19 contains 11769 members 
Mstep: Class 21 contains 70374 members 
Mstep: Class 22 contains 34790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90752624.000000 Penalty: 56841.730469
Iteration 27Q: 18 clusters Score -9.075262e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 69949 members 
Mstep: Class 3 contains 27477 members 
Mstep: Class 5 contains 18404 members 
Mstep: Class 6 contains 54642 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 39440 members 
Mstep: Class 11 contains 9563 members 
Mstep: Class 13 contains 344654 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 6905 members 
Mstep: Class 17 contains 1443 members 
Mstep: Class 18 contains 10094 members 
Mstep: Class 19 contains 12021 members 
Mstep: Class 21 contains 70118 members 
Mstep: Class 22 contains 35301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90753184.000000 Penalty: 56841.730469
Iteration 28Q: 18 clusters Score -9.075318e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 69169 members 
Mstep: Class 3 contains 27047 members 
Mstep: Class 5 contains 18405 members 
Mstep: Class 6 contains 55469 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 39451 members 
Mstep: Class 11 contains 9488 members 
Mstep: Class 13 contains 344298 members 
Mstep: Class 15 contains 4995 members 
Mstep: Class 16 contains 6948 members 
Mstep: Class 17 contains 1450 members 
Mstep: Class 18 contains 10286 members 
Mstep: Class 19 contains 12270 members 
Mstep: Class 21 contains 69901 members 
Mstep: Class 22 contains 35779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90754304.000000 Penalty: 56841.730469
Iteration 29Q: 18 clusters Score -9.07543e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 68515 members 
Mstep: Class 3 contains 26635 members 
Mstep: Class 5 contains 18404 members 
Mstep: Class 6 contains 56266 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 39418 members 
Mstep: Class 11 contains 9411 members 
Mstep: Class 13 contains 343943 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 6986 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 10469 members 
Mstep: Class 19 contains 12502 members 
Mstep: Class 21 contains 69643 members 
Mstep: Class 22 contains 36230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90755312.000000 Penalty: 56841.730469
Iteration 30Q: 18 clusters Score -9.075531e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 67906 members 
Mstep: Class 3 contains 26316 members 
Mstep: Class 5 contains 18420 members 
Mstep: Class 6 contains 57008 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 39392 members 
Mstep: Class 11 contains 9334 members 
Mstep: Class 13 contains 343622 members 
Mstep: Class 15 contains 4998 members 
Mstep: Class 16 contains 7015 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 10633 members 
Mstep: Class 19 contains 12725 members 
Mstep: Class 21 contains 69390 members 
Mstep: Class 22 contains 36598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90755888.000000 Penalty: 56841.730469
Iteration 31Q: 18 clusters Score -9.075589e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 67413 members 
Mstep: Class 3 contains 26041 members 
Mstep: Class 5 contains 18422 members 
Mstep: Class 6 contains 57802 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 39351 members 
Mstep: Class 11 contains 9282 members 
Mstep: Class 13 contains 343234 members 
Mstep: Class 15 contains 4998 members 
Mstep: Class 16 contains 7028 members 
Mstep: Class 17 contains 1460 members 
Mstep: Class 18 contains 10759 members 
Mstep: Class 19 contains 12904 members 
Mstep: Class 21 contains 69165 members 
Mstep: Class 22 contains 36905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90756720.000000 Penalty: 56841.730469
Iteration 32Q: 18 clusters Score -9.075672e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 67011 members 
Mstep: Class 3 contains 25755 members 
Mstep: Class 5 contains 18421 members 
Mstep: Class 6 contains 58583 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 39295 members 
Mstep: Class 11 contains 9235 members 
Mstep: Class 13 contains 342827 members 
Mstep: Class 15 contains 4997 members 
Mstep: Class 16 contains 7043 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 10864 members 
Mstep: Class 19 contains 13061 members 
Mstep: Class 21 contains 68955 members 
Mstep: Class 22 contains 37189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90757560.000000 Penalty: 56841.730469
Iteration 33Q: 18 clusters Score -9.075756e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 66622 members 
Mstep: Class 3 contains 25522 members 
Mstep: Class 5 contains 18419 members 
Mstep: Class 6 contains 59333 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 39246 members 
Mstep: Class 11 contains 9185 members 
Mstep: Class 13 contains 342443 members 
Mstep: Class 15 contains 4999 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 1469 members 
Mstep: Class 18 contains 10966 members 
Mstep: Class 19 contains 13207 members 
Mstep: Class 21 contains 68752 members 
Mstep: Class 22 contains 37435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90758344.000000 Penalty: 56841.730469
Iteration 34Q: 18 clusters Score -9.075834e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 66228 members 
Mstep: Class 3 contains 25327 members 
Mstep: Class 5 contains 18414 members 
Mstep: Class 6 contains 60062 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 9 contains 1358 members 
Mstep: Class 10 contains 39194 members 
Mstep: Class 11 contains 9143 members 
Mstep: Class 13 contains 342087 members 
Mstep: Class 15 contains 4999 members 
Mstep: Class 16 contains 7061 members 
Mstep: Class 17 contains 1472 members 
Mstep: Class 18 contains 11055 members 
Mstep: Class 19 contains 13348 members 
Mstep: Class 21 contains 68576 members 
Mstep: Class 22 contains 37653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90759112.000000 Penalty: 56841.730469
Iteration 35Q: 18 clusters Score -9.075911e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 65917 members 
Mstep: Class 3 contains 25170 members 
Mstep: Class 5 contains 18419 members 
Mstep: Class 6 contains 60785 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 9 contains 1357 members 
Mstep: Class 10 contains 39144 members 
Mstep: Class 11 contains 9102 members 
Mstep: Class 13 contains 341668 members 
Mstep: Class 15 contains 4999 members 
Mstep: Class 16 contains 7067 members 
Mstep: Class 17 contains 1480 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 13470 members 
Mstep: Class 21 contains 68417 members 
Mstep: Class 22 contains 37825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90759776.000000 Penalty: 56841.730469
Iteration 36Q: 18 clusters Score -9.075978e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 65643 members 
Mstep: Class 3 contains 25025 members 
Mstep: Class 5 contains 18430 members 
Mstep: Class 6 contains 61476 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 39102 members 
Mstep: Class 11 contains 9072 members 
Mstep: Class 13 contains 341246 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 7072 members 
Mstep: Class 17 contains 1488 members 
Mstep: Class 18 contains 11191 members 
Mstep: Class 19 contains 13570 members 
Mstep: Class 21 contains 68266 members 
Mstep: Class 22 contains 37976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90760400.000000 Penalty: 56841.730469
Iteration 37Q: 18 clusters Score -9.07604e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 65398 members 
Mstep: Class 3 contains 24899 members 
Mstep: Class 5 contains 18438 members 
Mstep: Class 6 contains 62140 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 39060 members 
Mstep: Class 11 contains 9046 members 
Mstep: Class 13 contains 340858 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 7072 members 
Mstep: Class 17 contains 1492 members 
Mstep: Class 18 contains 11252 members 
Mstep: Class 19 contains 13668 members 
Mstep: Class 21 contains 68106 members 
Mstep: Class 22 contains 38104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90761136.000000 Penalty: 56841.730469
Iteration 38Q: 18 clusters Score -9.076114e+07 nChanged 1583
Entering ConstructFrom: 
Score: -90761136.000000 Penalty: 56841.730469
Entering ConstructFrom: 
Trying to split cluster 1 (9361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Entering Unmasked Estep 
Score: -1142689.000000 Penalty: 2267.788086
	Iteration 0F: 2 clusters Score -1142689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1135396.875000 Penalty: 4535.576172
	Iteration 0F: 3 clusters Score -1135397 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1137454.250000 Penalty: 4535.576172
	Iteration 1F: 3 clusters Score -1137454 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1137819.250000 Penalty: 4535.576172
	Iteration 2F: 3 clusters Score -1137819 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1138126.125000 Penalty: 4535.576172
	Iteration 3F: 3 clusters Score -1138126 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1138420.375000 Penalty: 4535.576172
	Iteration 4F: 3 clusters Score -1138420 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1138677.375000 Penalty: 4535.576172
	Iteration 5Q: 3 clusters Score -1138677 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1138914.625000 Penalty: 4535.576172
	Iteration 6Q: 3 clusters Score -1138915 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1139164.375000 Penalty: 4535.576172
	Iteration 7Q: 3 clusters Score -1139164 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1139367.375000 Penalty: 4535.576172
	Iteration 8Q: 3 clusters Score -1139367 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1139544.625000 Penalty: 4535.576172
	Iteration 9Q: 3 clusters Score -1139545 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1139706.625000 Penalty: 4535.576172
	Iteration 10Q: 3 clusters Score -1139707 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1139836.250000 Penalty: 4535.576172
	Iteration 11Q: 3 clusters Score -1139836 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1139948.250000 Penalty: 4535.576172
	Iteration 12Q: 3 clusters Score -1139948 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1140047.000000 Penalty: 4535.576172
	Iteration 13Q: 3 clusters Score -1140047 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1140135.500000 Penalty: 4535.576172
	Iteration 14Q: 3 clusters Score -1140136 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1140209.000000 Penalty: 4535.576172
	Iteration 15Q: 3 clusters Score -1140209 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1140274.875000 Penalty: 4535.576172
	Iteration 16Q: 3 clusters Score -1140275 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1140327.250000 Penalty: 4535.576172
	Iteration 17Q: 3 clusters Score -1140327 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1140380.125000 Penalty: 4535.576172
	Iteration 18Q: 3 clusters Score -1140380 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1140439.250000 Penalty: 4535.576172
	Iteration 19Q: 3 clusters Score -1140439 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1140477.500000 Penalty: 4535.576172
	Iteration 20F: 3 clusters Score -1140478 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1140516.750000 Penalty: 4535.576172
	Iteration 21Q: 3 clusters Score -1140517 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1140545.250000 Penalty: 4535.576172
	Iteration 22Q: 3 clusters Score -1140545 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1140582.375000 Penalty: 4535.576172
	Iteration 23Q: 3 clusters Score -1140582 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1140618.750000 Penalty: 4535.576172
	Iteration 24Q: 3 clusters Score -1140619 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1140646.375000 Penalty: 4535.576172
	Iteration 25Q: 3 clusters Score -1140646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1140675.125000 Penalty: 4535.576172
	Iteration 26Q: 3 clusters Score -1140675 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1140699.500000 Penalty: 4535.576172
	Iteration 27Q: 3 clusters Score -1140700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1140719.500000 Penalty: 4535.576172
	Iteration 28Q: 3 clusters Score -1140720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1140730.875000 Penalty: 4535.576172
	Iteration 29Q: 3 clusters Score -1140731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1140742.875000 Penalty: 4535.576172
	Iteration 30Q: 3 clusters Score -1140743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1140754.250000 Penalty: 4535.576172
	Iteration 31Q: 3 clusters Score -1140754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1140769.625000 Penalty: 4535.576172
	Iteration 32Q: 3 clusters Score -1140770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1140789.000000 Penalty: 4535.576172
	Iteration 33Q: 3 clusters Score -1140789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1140810.375000 Penalty: 4535.576172
	Iteration 34Q: 3 clusters Score -1140810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1140830.500000 Penalty: 4535.576172
	Iteration 35Q: 3 clusters Score -1140830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1140848.500000 Penalty: 4535.576172
	Iteration 36Q: 3 clusters Score -1140848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1140866.875000 Penalty: 4535.576172
	Iteration 37Q: 3 clusters Score -1140867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1140887.375000 Penalty: 4535.576172
	Iteration 38Q: 3 clusters Score -1140887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1140901.125000 Penalty: 4535.576172
	Iteration 39Q: 3 clusters Score -1140901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1140912.500000 Penalty: 4535.576172
	Iteration 40F: 3 clusters Score -1140912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1140920.750000 Penalty: 4535.576172
	Iteration 41Q: 3 clusters Score -1140921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1140927.125000 Penalty: 4535.576172
	Iteration 42Q: 3 clusters Score -1140927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1140932.375000 Penalty: 4535.576172
	Iteration 43Q: 3 clusters Score -1140932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1140932.625000 Penalty: 4535.576172
	Iteration 44Q: 3 clusters Score -1140933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1140935.375000 Penalty: 4535.576172
	Iteration 45Q: 3 clusters Score -1140935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1140935.500000 Penalty: 4535.576172
	Iteration 46Q: 3 clusters Score -1140936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1140935.500000 Penalty: 4535.576172
	Iteration 47F: 3 clusters Score -1140936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (65178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Entering Unmasked Estep 
Score: -8440803.000000 Penalty: 2749.049561
	Iteration 0F: 2 clusters Score -8440803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -8397078.000000 Penalty: 5498.099121
	Iteration 0F: 3 clusters Score -8397078 nChanged 30451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -8414084.000000 Penalty: 5498.099121
	Iteration 1F: 3 clusters Score -8414084 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -8415112.000000 Penalty: 5498.099121
	Iteration 2Q: 3 clusters Score -8415112 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -8416426.000000 Penalty: 5498.099121
	Iteration 3Q: 3 clusters Score -8416426 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -8418156.000000 Penalty: 5498.099121
	Iteration 4F: 3 clusters Score -8418156 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -8420567.000000 Penalty: 5498.099121
	Iteration 5F: 3 clusters Score -8420567 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -8424157.000000 Penalty: 5498.099121
	Iteration 6F: 3 clusters Score -8424157 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -8429288.000000 Penalty: 5498.099121
	Iteration 7F: 3 clusters Score -8429288 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -8435202.000000 Penalty: 5498.099121
	Iteration 8F: 3 clusters Score -8435202 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -8439035.000000 Penalty: 5498.099121
	Iteration 9F: 3 clusters Score -8439035 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -8440641.000000 Penalty: 5498.099121
	Iteration 10Q: 3 clusters Score -8440641 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -8441398.000000 Penalty: 5498.099121
	Iteration 11Q: 3 clusters Score -8441398 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -8441712.000000 Penalty: 5498.099121
	Iteration 12Q: 3 clusters Score -8441712 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -8441905.000000 Penalty: 5498.099121
	Iteration 13Q: 3 clusters Score -8441905 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -8442026.000000 Penalty: 5498.099121
	Iteration 14Q: 3 clusters Score -8442026 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -8442053.000000 Penalty: 5498.099121
	Iteration 15Q: 3 clusters Score -8442053 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -8442102.000000 Penalty: 5498.099121
	Iteration 16Q: 3 clusters Score -8442102 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -8442168.000000 Penalty: 5498.099121
	Iteration 17Q: 3 clusters Score -8442168 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -8442198.000000 Penalty: 5498.099121
	Iteration 18Q: 3 clusters Score -8442198 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -8442209.000000 Penalty: 5498.099121
	Iteration 19Q: 3 clusters Score -8442209 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -8442254.000000 Penalty: 5498.099121
	Iteration 20F: 3 clusters Score -8442254 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -8442288.000000 Penalty: 5498.099121
	Iteration 21Q: 3 clusters Score -8442288 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -8442313.000000 Penalty: 5498.099121
	Iteration 22Q: 3 clusters Score -8442313 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -8442318.000000 Penalty: 5498.099121
	Iteration 23Q: 3 clusters Score -8442318 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -8442326.000000 Penalty: 5498.099121
	Iteration 24Q: 3 clusters Score -8442326 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -8442316.000000 Penalty: 5498.099121
	Iteration 25Q: 3 clusters Score -8442316 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -8442315.000000 Penalty: 5498.099121
	Iteration 26Q: 3 clusters Score -8442315 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -8442318.000000 Penalty: 5498.099121
	Iteration 27Q: 3 clusters Score -8442318 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -8442334.000000 Penalty: 5498.099121
	Iteration 28Q: 3 clusters Score -8442334 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -8442335.000000 Penalty: 5498.099121
	Iteration 29Q: 3 clusters Score -8442335 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -8442357.000000 Penalty: 5498.099121
	Iteration 30Q: 3 clusters Score -8442357 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -8442351.000000 Penalty: 5498.099121
	Iteration 31Q: 3 clusters Score -8442351 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -8442356.000000 Penalty: 5498.099121
	Iteration 32Q: 3 clusters Score -8442356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -8442358.000000 Penalty: 5498.099121
	Iteration 33Q: 3 clusters Score -8442358 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -8442359.000000 Penalty: 5498.099121
	Iteration 34Q: 3 clusters Score -8442359 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -8442355.000000 Penalty: 5498.099121
	Iteration 35Q: 3 clusters Score -8442355 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -8442346.000000 Penalty: 5498.099121
	Iteration 36Q: 3 clusters Score -8442346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -8442357.000000 Penalty: 5498.099121
	Iteration 37Q: 3 clusters Score -8442357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -8442362.000000 Penalty: 5498.099121
	Iteration 38Q: 3 clusters Score -8442362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -8442362.000000 Penalty: 5498.099121
	Iteration 39Q: 3 clusters Score -8442362 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -8442370.000000 Penalty: 5498.099121
	Iteration 40F: 3 clusters Score -8442370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -8442359.000000 Penalty: 5498.099121
	Iteration 41Q: 3 clusters Score -8442359 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -8442364.000000 Penalty: 5498.099121
	Iteration 42Q: 3 clusters Score -8442364 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -8442371.000000 Penalty: 5498.099121
	Iteration 43Q: 3 clusters Score -8442371 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -8442387.000000 Penalty: 5498.099121
	Iteration 44Q: 3 clusters Score -8442387 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8442364 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8442366 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8442368 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -8442396.000000 Penalty: 5498.099121
	Iteration 48Q: 3 clusters Score -8442396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -8442384.000000 Penalty: 5498.099121
	Iteration 49Q: 3 clusters Score -8442384 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -8442386.000000 Penalty: 5498.099121
	Iteration 50Q: 3 clusters Score -8442386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -8442398.000000 Penalty: 5498.099121
	Iteration 51Q: 3 clusters Score -8442398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -8442404.000000 Penalty: 5498.099121
	Iteration 52Q: 3 clusters Score -8442404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -8442390.000000 Penalty: 5498.099121
	Iteration 53Q: 3 clusters Score -8442390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -8442403.000000 Penalty: 5498.099121
	Iteration 54Q: 3 clusters Score -8442403 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -8442392.000000 Penalty: 5498.099121
	Iteration 55Q: 3 clusters Score -8442392 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -8442409.000000 Penalty: 5498.099121
	Iteration 56Q: 3 clusters Score -8442409 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -8442418.000000 Penalty: 5498.099121
	Iteration 57Q: 3 clusters Score -8442418 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -8442437.000000 Penalty: 5498.099121
	Iteration 58Q: 3 clusters Score -8442437 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -8442443.000000 Penalty: 5498.099121
	Iteration 59Q: 3 clusters Score -8442443 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -8442432.000000 Penalty: 5498.099121
	Iteration 60F: 3 clusters Score -8442432 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -8442437.000000 Penalty: 5498.099121
	Iteration 61Q: 3 clusters Score -8442437 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -8442423.000000 Penalty: 5498.099121
	Iteration 62Q: 3 clusters Score -8442423 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -8442416.000000 Penalty: 5498.099121
	Iteration 63Q: 3 clusters Score -8442416 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -8442427.000000 Penalty: 5498.099121
	Iteration 64Q: 3 clusters Score -8442427 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -8442436.000000 Penalty: 5498.099121
	Iteration 65Q: 3 clusters Score -8442436 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -8442463.000000 Penalty: 5498.099121
	Iteration 66Q: 3 clusters Score -8442463 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -8442473.000000 Penalty: 5498.099121
	Iteration 67Q: 3 clusters Score -8442473 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -8442479.000000 Penalty: 5498.099121
	Iteration 68Q: 3 clusters Score -8442479 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -8442484.000000 Penalty: 5498.099121
	Iteration 69Q: 3 clusters Score -8442484 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -8442521.000000 Penalty: 5498.099121
	Iteration 70Q: 3 clusters Score -8442521 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -8442544.000000 Penalty: 5498.099121
	Iteration 71Q: 3 clusters Score -8442544 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -8442574.000000 Penalty: 5498.099121
	Iteration 72Q: 3 clusters Score -8442574 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -8442584.000000 Penalty: 5498.099121
	Iteration 73Q: 3 clusters Score -8442584 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -8442585.000000 Penalty: 5498.099121
	Iteration 74Q: 3 clusters Score -8442585 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -8442631.000000 Penalty: 5498.099121
	Iteration 75Q: 3 clusters Score -8442631 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -8442660.000000 Penalty: 5498.099121
	Iteration 76Q: 3 clusters Score -8442660 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -8442701.000000 Penalty: 5498.099121
	Iteration 77Q: 3 clusters Score -8442701 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -8442703.000000 Penalty: 5498.099121
	Iteration 78Q: 3 clusters Score -8442703 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -8442726.000000 Penalty: 5498.099121
	Iteration 79Q: 3 clusters Score -8442726 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -8442732.000000 Penalty: 5498.099121
	Iteration 80F: 3 clusters Score -8442732 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -8442754.000000 Penalty: 5498.099121
	Iteration 81Q: 3 clusters Score -8442754 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -8442775.000000 Penalty: 5498.099121
	Iteration 82Q: 3 clusters Score -8442775 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -8442797.000000 Penalty: 5498.099121
	Iteration 83Q: 3 clusters Score -8442797 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -8442840.000000 Penalty: 5498.099121
	Iteration 84Q: 3 clusters Score -8442840 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -8442852.000000 Penalty: 5498.099121
	Iteration 85Q: 3 clusters Score -8442852 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -8442875.000000 Penalty: 5498.099121
	Iteration 86Q: 3 clusters Score -8442875 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -8442887.000000 Penalty: 5498.099121
	Iteration 87Q: 3 clusters Score -8442887 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -8442896.000000 Penalty: 5498.099121
	Iteration 88Q: 3 clusters Score -8442896 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -8442915.000000 Penalty: 5498.099121
	Iteration 89Q: 3 clusters Score -8442915 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -8442905.000000 Penalty: 5498.099121
	Iteration 90Q: 3 clusters Score -8442905 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8442897 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -8442924.000000 Penalty: 5498.099121
	Iteration 92Q: 3 clusters Score -8442924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -8442918.000000 Penalty: 5498.099121
	Iteration 93Q: 3 clusters Score -8442918 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -8442930.000000 Penalty: 5498.099121
	Iteration 94Q: 3 clusters Score -8442930 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -8442928.000000 Penalty: 5498.099121
	Iteration 95Q: 3 clusters Score -8442928 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -8442940.000000 Penalty: 5498.099121
	Iteration 96Q: 3 clusters Score -8442940 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -8442944.000000 Penalty: 5498.099121
	Iteration 97Q: 3 clusters Score -8442944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -8442955.000000 Penalty: 5498.099121
	Iteration 98Q: 3 clusters Score -8442955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -8442952.000000 Penalty: 5498.099121
	Iteration 99Q: 3 clusters Score -8442952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -8442956.000000 Penalty: 5498.099121
	Iteration 100F: 3 clusters Score -8442956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -8442965.000000 Penalty: 5498.099121
	Iteration 101Q: 3 clusters Score -8442965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -8442960.000000 Penalty: 5498.099121
	Iteration 102Q: 3 clusters Score -8442960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -8442970.000000 Penalty: 5498.099121
	Iteration 103Q: 3 clusters Score -8442970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -8442974.000000 Penalty: 5498.099121
	Iteration 104Q: 3 clusters Score -8442974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -8442971.000000 Penalty: 5498.099121
	Iteration 105Q: 3 clusters Score -8442971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -8442982.000000 Penalty: 5498.099121
	Iteration 106Q: 3 clusters Score -8442982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -8442970.000000 Penalty: 5498.099121
	Iteration 107Q: 3 clusters Score -8442970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -8442974.000000 Penalty: 5498.099121
	Iteration 108Q: 3 clusters Score -8442974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -8442977.000000 Penalty: 5498.099121
	Iteration 109Q: 3 clusters Score -8442977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -8442975.000000 Penalty: 5498.099121
	Iteration 110Q: 3 clusters Score -8442975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -8442972.000000 Penalty: 5498.099121
	Iteration 111Q: 3 clusters Score -8442972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -8442972.000000 Penalty: 5498.099121
	Iteration 112Q: 3 clusters Score -8442972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -8442972.000000 Penalty: 5498.099121
	Iteration 113F: 3 clusters Score -8442972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 46234 members 
Mstep: Class 3 contains 24795 members 
Mstep: Class 4 contains 18944 members 
Mstep: Class 5 contains 18444 members 
Mstep: Class 6 contains 62842 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 39036 members 
Mstep: Class 11 contains 9026 members 
Mstep: Class 13 contains 340437 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 7071 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 13753 members 
Mstep: Class 21 contains 67923 members 
Mstep: Class 22 contains 38205 members 
Entering Unmasked Estep 
Score: -90763192.000000 Penalty: 60185.359375
Splitting cluster 2 changes total score from -90761136.000000 to -90763192.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (24795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24795 members 
Entering Unmasked Estep 
Score: -2985940.250000 Penalty: 2509.362549
	Iteration 0F: 2 clusters Score -2985940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2968886.750000 Penalty: 5018.725098
	Iteration 0F: 3 clusters Score -2968887 nChanged 11062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2974758.750000 Penalty: 5018.725098
	Iteration 1F: 3 clusters Score -2974759 nChanged 1271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2975200.750000 Penalty: 5018.725098
	Iteration 2F: 3 clusters Score -2975201 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2975582.500000 Penalty: 5018.725098
	Iteration 3Q: 3 clusters Score -2975582 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2975961.750000 Penalty: 5018.725098
	Iteration 4Q: 3 clusters Score -2975962 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2976357.000000 Penalty: 5018.725098
	Iteration 5Q: 3 clusters Score -2976357 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2976802.250000 Penalty: 5018.725098
	Iteration 6Q: 3 clusters Score -2976802 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2977340.500000 Penalty: 5018.725098
	Iteration 7Q: 3 clusters Score -2977340 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2977966.250000 Penalty: 5018.725098
	Iteration 8Q: 3 clusters Score -2977966 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2978710.250000 Penalty: 5018.725098
	Iteration 9Q: 3 clusters Score -2978710 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2979415.500000 Penalty: 5018.725098
	Iteration 10Q: 3 clusters Score -2979416 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2980085.750000 Penalty: 5018.725098
	Iteration 11Q: 3 clusters Score -2980086 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2980629.500000 Penalty: 5018.725098
	Iteration 12Q: 3 clusters Score -2980630 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2981064.750000 Penalty: 5018.725098
	Iteration 13Q: 3 clusters Score -2981065 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2981448.750000 Penalty: 5018.725098
	Iteration 14Q: 3 clusters Score -2981449 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2981840.500000 Penalty: 5018.725098
	Iteration 15Q: 3 clusters Score -2981840 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2982151.000000 Penalty: 5018.725098
	Iteration 16Q: 3 clusters Score -2982151 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2982421.500000 Penalty: 5018.725098
	Iteration 17Q: 3 clusters Score -2982422 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2982625.500000 Penalty: 5018.725098
	Iteration 18Q: 3 clusters Score -2982626 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2982796.250000 Penalty: 5018.725098
	Iteration 19Q: 3 clusters Score -2982796 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2982976.250000 Penalty: 5018.725098
	Iteration 20F: 3 clusters Score -2982976 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2983120.500000 Penalty: 5018.725098
	Iteration 21Q: 3 clusters Score -2983120 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2983250.750000 Penalty: 5018.725098
	Iteration 22Q: 3 clusters Score -2983251 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2983351.500000 Penalty: 5018.725098
	Iteration 23Q: 3 clusters Score -2983352 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2983424.750000 Penalty: 5018.725098
	Iteration 24Q: 3 clusters Score -2983425 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2983491.250000 Penalty: 5018.725098
	Iteration 25Q: 3 clusters Score -2983491 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2983553.750000 Penalty: 5018.725098
	Iteration 26Q: 3 clusters Score -2983554 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2983627.000000 Penalty: 5018.725098
	Iteration 27Q: 3 clusters Score -2983627 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2983686.000000 Penalty: 5018.725098
	Iteration 28Q: 3 clusters Score -2983686 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2983750.250000 Penalty: 5018.725098
	Iteration 29Q: 3 clusters Score -2983750 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2983807.250000 Penalty: 5018.725098
	Iteration 30Q: 3 clusters Score -2983807 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2983858.250000 Penalty: 5018.725098
	Iteration 31Q: 3 clusters Score -2983858 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2983902.500000 Penalty: 5018.725098
	Iteration 32Q: 3 clusters Score -2983902 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2983932.500000 Penalty: 5018.725098
	Iteration 33Q: 3 clusters Score -2983932 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2983974.000000 Penalty: 5018.725098
	Iteration 34Q: 3 clusters Score -2983974 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2984012.250000 Penalty: 5018.725098
	Iteration 35Q: 3 clusters Score -2984012 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2984025.750000 Penalty: 5018.725098
	Iteration 36Q: 3 clusters Score -2984026 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2984064.750000 Penalty: 5018.725098
	Iteration 37Q: 3 clusters Score -2984065 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2984083.250000 Penalty: 5018.725098
	Iteration 38Q: 3 clusters Score -2984083 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2984110.750000 Penalty: 5018.725098
	Iteration 39Q: 3 clusters Score -2984111 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2984133.500000 Penalty: 5018.725098
	Iteration 40F: 3 clusters Score -2984134 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2984141.500000 Penalty: 5018.725098
	Iteration 41Q: 3 clusters Score -2984142 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2984156.000000 Penalty: 5018.725098
	Iteration 42Q: 3 clusters Score -2984156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2984163.000000 Penalty: 5018.725098
	Iteration 43Q: 3 clusters Score -2984163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2984162.000000 Penalty: 5018.725098
	Iteration 44Q: 3 clusters Score -2984162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2984172.000000 Penalty: 5018.725098
	Iteration 45Q: 3 clusters Score -2984172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2984177.000000 Penalty: 5018.725098
	Iteration 46Q: 3 clusters Score -2984177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2984176.750000 Penalty: 5018.725098
	Iteration 47Q: 3 clusters Score -2984177 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2984180.500000 Penalty: 5018.725098
	Iteration 48Q: 3 clusters Score -2984180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2984189.250000 Penalty: 5018.725098
	Iteration 49Q: 3 clusters Score -2984189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2984193.000000 Penalty: 5018.725098
	Iteration 50Q: 3 clusters Score -2984193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2984197.250000 Penalty: 5018.725098
	Iteration 51Q: 3 clusters Score -2984197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2984198.750000 Penalty: 5018.725098
	Iteration 52Q: 3 clusters Score -2984199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2984202.500000 Penalty: 5018.725098
	Iteration 53Q: 3 clusters Score -2984202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2984205.750000 Penalty: 5018.725098
	Iteration 54Q: 3 clusters Score -2984206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2984214.500000 Penalty: 5018.725098
	Iteration 55Q: 3 clusters Score -2984214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2984208.750000 Penalty: 5018.725098
	Iteration 56Q: 3 clusters Score -2984209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2984207.000000 Penalty: 5018.725098
	Iteration 57Q: 3 clusters Score -2984207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2984204.250000 Penalty: 5018.725098
	Iteration 58Q: 3 clusters Score -2984204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2984218.250000 Penalty: 5018.725098
	Iteration 59Q: 3 clusters Score -2984218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2984219.500000 Penalty: 5018.725098
	Iteration 60F: 3 clusters Score -2984220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2984216.250000 Penalty: 5018.725098
	Iteration 61Q: 3 clusters Score -2984216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2984221.750000 Penalty: 5018.725098
	Iteration 62Q: 3 clusters Score -2984222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2984228.500000 Penalty: 5018.725098
	Iteration 63Q: 3 clusters Score -2984228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2984231.000000 Penalty: 5018.725098
	Iteration 64Q: 3 clusters Score -2984231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2984235.500000 Penalty: 5018.725098
	Iteration 65Q: 3 clusters Score -2984236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2984235.000000 Penalty: 5018.725098
	Iteration 66Q: 3 clusters Score -2984235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2984235.000000 Penalty: 5018.725098
	Iteration 67Q: 3 clusters Score -2984235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2984236.250000 Penalty: 5018.725098
	Iteration 68Q: 3 clusters Score -2984236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2984236.500000 Penalty: 5018.725098
	Iteration 69Q: 3 clusters Score -2984236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2984245.000000 Penalty: 5018.725098
	Iteration 70Q: 3 clusters Score -2984245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2984242.500000 Penalty: 5018.725098
	Iteration 71Q: 3 clusters Score -2984242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2984241.000000 Penalty: 5018.725098
	Iteration 72Q: 3 clusters Score -2984241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2984242.750000 Penalty: 5018.725098
	Iteration 73Q: 3 clusters Score -2984243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2984244.750000 Penalty: 5018.725098
	Iteration 74Q: 3 clusters Score -2984245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2984239.500000 Penalty: 5018.725098
	Iteration 75Q: 3 clusters Score -2984240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2984240.750000 Penalty: 5018.725098
	Iteration 76Q: 3 clusters Score -2984241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2984242.750000 Penalty: 5018.725098
	Iteration 77Q: 3 clusters Score -2984243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2984242.000000 Penalty: 5018.725098
	Iteration 78Q: 3 clusters Score -2984242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2984242.500000 Penalty: 5018.725098
	Iteration 79Q: 3 clusters Score -2984242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2984247.500000 Penalty: 5018.725098
	Iteration 80F: 3 clusters Score -2984248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2984248.250000 Penalty: 5018.725098
	Iteration 81Q: 3 clusters Score -2984248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2984245.500000 Penalty: 5018.725098
	Iteration 82Q: 3 clusters Score -2984246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2984247.500000 Penalty: 5018.725098
	Iteration 83Q: 3 clusters Score -2984248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2984248.250000 Penalty: 5018.725098
	Iteration 84Q: 3 clusters Score -2984248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2984247.000000 Penalty: 5018.725098
	Iteration 85Q: 3 clusters Score -2984247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2984248.500000 Penalty: 5018.725098
	Iteration 86Q: 3 clusters Score -2984248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2984245.500000 Penalty: 5018.725098
	Iteration 87Q: 3 clusters Score -2984246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2984245.500000 Penalty: 5018.725098
	Iteration 88F: 3 clusters Score -2984246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Entering Unmasked Estep 
Score: -2338534.000000 Penalty: 2435.978516
	Iteration 0F: 2 clusters Score -2338534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2325482.250000 Penalty: 4871.957031
	Iteration 0F: 3 clusters Score -2325482 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2329983.000000 Penalty: 4871.957031
	Iteration 1F: 3 clusters Score -2329983 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2330845.000000 Penalty: 4871.957031
	Iteration 2F: 3 clusters Score -2330845 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2332231.000000 Penalty: 4871.957031
	Iteration 3F: 3 clusters Score -2332231 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2334099.000000 Penalty: 4871.957031
	Iteration 4F: 3 clusters Score -2334099 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2335710.000000 Penalty: 4871.957031
	Iteration 5F: 3 clusters Score -2335710 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2336616.500000 Penalty: 4871.957031
	Iteration 6F: 3 clusters Score -2336616 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -2337002.750000 Penalty: 4871.957031
	Iteration 7Q: 3 clusters Score -2337003 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2337148.500000 Penalty: 4871.957031
	Iteration 8Q: 3 clusters Score -2337148 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2337213.250000 Penalty: 4871.957031
	Iteration 9Q: 3 clusters Score -2337213 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2337255.750000 Penalty: 4871.957031
	Iteration 10Q: 3 clusters Score -2337256 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2337276.000000 Penalty: 4871.957031
	Iteration 11Q: 3 clusters Score -2337276 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2337295.000000 Penalty: 4871.957031
	Iteration 12Q: 3 clusters Score -2337295 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2337323.750000 Penalty: 4871.957031
	Iteration 13Q: 3 clusters Score -2337324 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2337327.500000 Penalty: 4871.957031
	Iteration 14Q: 3 clusters Score -2337328 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2337343.250000 Penalty: 4871.957031
	Iteration 15Q: 3 clusters Score -2337343 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2337352.750000 Penalty: 4871.957031
	Iteration 16Q: 3 clusters Score -2337353 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2337370.000000 Penalty: 4871.957031
	Iteration 17Q: 3 clusters Score -2337370 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2337382.000000 Penalty: 4871.957031
	Iteration 18Q: 3 clusters Score -2337382 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2337398.500000 Penalty: 4871.957031
	Iteration 19Q: 3 clusters Score -2337398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2337408.000000 Penalty: 4871.957031
	Iteration 20F: 3 clusters Score -2337408 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2337416.500000 Penalty: 4871.957031
	Iteration 21Q: 3 clusters Score -2337416 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2337418 nChanged 81
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Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2337432 nChanged 74
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Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2337448 nChanged 85
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Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2337461 nChanged 81
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Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2337472 nChanged 73
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Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2337474 nChanged 66
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Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2337490 nChanged 72
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Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2337504 nChanged 69
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Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2337512 nChanged 72
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Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2337516 nChanged 86
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Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2337531 nChanged 78
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Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2337560 nChanged 75
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Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2337568 nChanged 87
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Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2337585 nChanged 96
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Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2337599 nChanged 105
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Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2337616 nChanged 112
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Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2337633 nChanged 110
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Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2337663 nChanged 110
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Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2337698 nChanged 112
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Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2337714 nChanged 94
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Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9962 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10043 members 
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Mstep: Class 1 contains 10123 members 
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Mstep: Class 1 contains 10310 members 
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Mstep: Class 1 contains 10518 members 
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Mstep: Class 1 contains 10632 members 
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Mstep: Class 1 contains 10860 members 
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Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 7476 members 
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Mstep: Class 1 contains 11061 members 
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Mstep: Class 1 contains 11157 members 
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Mstep: Class 1 contains 11244 members 
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Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 7125 members 
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Mstep: Class 1 contains 11383 members 
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	Iteration 60F: 3 clusters Score -2338004 nChanged 61
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Mstep: Class 1 contains 11444 members 
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Mstep: Class 1 contains 11577 members 
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	Iteration 63Q: 3 clusters Score -2338022 nChanged 58
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Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 6809 members 
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	Iteration 64Q: 3 clusters Score -2338028 nChanged 52
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Mstep: Class 1 contains 11687 members 
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	Iteration 65Q: 3 clusters Score -2338038 nChanged 65
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Mstep: Class 1 contains 11752 members 
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Mstep: Class 1 contains 11879 members 
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	Iteration 69Q: 3 clusters Score -2338076 nChanged 47
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	Iteration 70Q: 3 clusters Score -2338080 nChanged 41
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Mstep: Class 1 contains 12016 members 
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	Iteration 71Q: 3 clusters Score -2338082 nChanged 41
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	Iteration 73Q: 3 clusters Score -2338094 nChanged 33
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	Iteration 77Q: 3 clusters Score -2338114 nChanged 27
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	Iteration 79Q: 3 clusters Score -2338110 nChanged 17
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	Iteration 80F: 3 clusters Score -2338116 nChanged 19
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	Iteration 82Q: 3 clusters Score -2338120 nChanged 23
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Mstep: Class 1 contains 12349 members 
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	Iteration 83Q: 3 clusters Score -2338122 nChanged 14
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	Iteration 84Q: 3 clusters Score -2338123 nChanged 15
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	Iteration 85Q: 3 clusters Score -2338123 nChanged 13
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	Iteration 86Q: 3 clusters Score -2338122 nChanged 13
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	Iteration 89Q: 3 clusters Score -2338132 nChanged 14
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	Iteration 90Q: 3 clusters Score -2338131 nChanged 13
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	Iteration 91Q: 3 clusters Score -2338133 nChanged 12
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	Iteration 92Q: 3 clusters Score -2338138 nChanged 11
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	Iteration 93Q: 3 clusters Score -2338145 nChanged 12
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	Iteration 94Q: 3 clusters Score -2338142 nChanged 12
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	Iteration 95Q: 3 clusters Score -2338142 nChanged 10
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	Iteration 96Q: 3 clusters Score -2338147 nChanged 11
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	Iteration 97Q: 3 clusters Score -2338143 nChanged 8
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	Iteration 98Q: 3 clusters Score -2338142 nChanged 6
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	Iteration 99Q: 3 clusters Score -2338140 nChanged 10
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	Iteration 100F: 3 clusters Score -2338140 nChanged 11
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	Iteration 102Q: 3 clusters Score -2338138 nChanged 8
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	Iteration 103Q: 3 clusters Score -2338141 nChanged 7
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	Iteration 105Q: 3 clusters Score -2338144 nChanged 5
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	Iteration 106Q: 3 clusters Score -2338143 nChanged 3
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	Iteration 107Q: 3 clusters Score -2338146 nChanged 2
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	Iteration 108Q: 3 clusters Score -2338145 nChanged 7
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	Iteration 109Q: 3 clusters Score -2338148 nChanged 11
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	Iteration 110Q: 3 clusters Score -2338147 nChanged 12
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	Iteration 111Q: 3 clusters Score -2338146 nChanged 8
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	Iteration 112Q: 3 clusters Score -2338150 nChanged 7
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	Iteration 113Q: 3 clusters Score -2338151 nChanged 9
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Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2338156.250000 Penalty: 4871.957031
	Iteration 114Q: 3 clusters Score -2338156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2338154.250000 Penalty: 4871.957031
	Iteration 115Q: 3 clusters Score -2338154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2338156.250000 Penalty: 4871.957031
	Iteration 116Q: 3 clusters Score -2338156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2338161.000000 Penalty: 4871.957031
	Iteration 117Q: 3 clusters Score -2338161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2338163.250000 Penalty: 4871.957031
	Iteration 118Q: 3 clusters Score -2338163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2338165.250000 Penalty: 4871.957031
	Iteration 119Q: 3 clusters Score -2338165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2338167.000000 Penalty: 4871.957031
	Iteration 120F: 3 clusters Score -2338167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2338164.250000 Penalty: 4871.957031
	Iteration 121Q: 3 clusters Score -2338164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2338166.000000 Penalty: 4871.957031
	Iteration 122Q: 3 clusters Score -2338166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2338167.500000 Penalty: 4871.957031
	Iteration 123Q: 3 clusters Score -2338168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2338168.250000 Penalty: 4871.957031
	Iteration 124Q: 3 clusters Score -2338168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2338165.000000 Penalty: 4871.957031
	Iteration 125Q: 3 clusters Score -2338165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2338167.250000 Penalty: 4871.957031
	Iteration 126Q: 3 clusters Score -2338167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2338164.750000 Penalty: 4871.957031
	Iteration 127Q: 3 clusters Score -2338165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2338166.500000 Penalty: 4871.957031
	Iteration 128Q: 3 clusters Score -2338166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2338164.000000 Penalty: 4871.957031
	Iteration 129Q: 3 clusters Score -2338164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2338166.250000 Penalty: 4871.957031
	Iteration 130Q: 3 clusters Score -2338166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2338168.750000 Penalty: 4871.957031
	Iteration 131Q: 3 clusters Score -2338169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2338171.000000 Penalty: 4871.957031
	Iteration 132Q: 3 clusters Score -2338171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2338165.750000 Penalty: 4871.957031
	Iteration 133Q: 3 clusters Score -2338166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2338166.750000 Penalty: 4871.957031
	Iteration 134Q: 3 clusters Score -2338167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2338165.500000 Penalty: 4871.957031
	Iteration 135Q: 3 clusters Score -2338166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2338165.500000 Penalty: 4871.957031
	Iteration 136Q: 3 clusters Score -2338166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2338165.250000 Penalty: 4871.957031
	Iteration 137Q: 3 clusters Score -2338165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2338165.250000 Penalty: 4871.957031
	Iteration 138F: 3 clusters Score -2338165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (62842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Entering Unmasked Estep 
Score: -8238244.500000 Penalty: 2739.998047
	Iteration 0F: 2 clusters Score -8238244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -8196111.500000 Penalty: 5479.996094
	Iteration 0F: 3 clusters Score -8196112 nChanged 29232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8212771 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8213880 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -8215281.000000 Penalty: 5479.996094
	Iteration 3Q: 3 clusters Score -8215281 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -8217200.000000 Penalty: 5479.996094
	Iteration 4F: 3 clusters Score -8217200 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -8219786.500000 Penalty: 5479.996094
	Iteration 5F: 3 clusters Score -8219786 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -8222925.500000 Penalty: 5479.996094
	Iteration 6F: 3 clusters Score -8222926 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -8225920.500000 Penalty: 5479.996094
	Iteration 7F: 3 clusters Score -8225920 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -8228178.000000 Penalty: 5479.996094
	Iteration 8F: 3 clusters Score -8228178 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -8229461.000000 Penalty: 5479.996094
	Iteration 9Q: 3 clusters Score -8229461 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -8230133.000000 Penalty: 5479.996094
	Iteration 10Q: 3 clusters Score -8230133 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -8230387.500000 Penalty: 5479.996094
	Iteration 11Q: 3 clusters Score -8230388 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -8230531.000000 Penalty: 5479.996094
	Iteration 12Q: 3 clusters Score -8230531 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -8230626.000000 Penalty: 5479.996094
	Iteration 13Q: 3 clusters Score -8230626 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -8230726.000000 Penalty: 5479.996094
	Iteration 14Q: 3 clusters Score -8230726 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -8230847.000000 Penalty: 5479.996094
	Iteration 15Q: 3 clusters Score -8230847 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -8230957.500000 Penalty: 5479.996094
	Iteration 16Q: 3 clusters Score -8230958 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -8231047.000000 Penalty: 5479.996094
	Iteration 17Q: 3 clusters Score -8231047 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -8231191.000000 Penalty: 5479.996094
	Iteration 18Q: 3 clusters Score -8231191 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -8231345.000000 Penalty: 5479.996094
	Iteration 19Q: 3 clusters Score -8231345 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -8231494.500000 Penalty: 5479.996094
	Iteration 20F: 3 clusters Score -8231494 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -8231731.000000 Penalty: 5479.996094
	Iteration 21Q: 3 clusters Score -8231731 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -8232006.000000 Penalty: 5479.996094
	Iteration 22Q: 3 clusters Score -8232006 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -8232360.000000 Penalty: 5479.996094
	Iteration 23Q: 3 clusters Score -8232360 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -8232739.000000 Penalty: 5479.996094
	Iteration 24Q: 3 clusters Score -8232739 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -8233120.500000 Penalty: 5479.996094
	Iteration 25Q: 3 clusters Score -8233120 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -8233590.000000 Penalty: 5479.996094
	Iteration 26Q: 3 clusters Score -8233590 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -8234104.000000 Penalty: 5479.996094
	Iteration 27Q: 3 clusters Score -8234104 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55964 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -8234565.500000 Penalty: 5479.996094
	Iteration 28Q: 3 clusters Score -8234566 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56603 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -8234899.500000 Penalty: 5479.996094
	Iteration 29Q: 3 clusters Score -8234900 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57177 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -8235225.000000 Penalty: 5479.996094
	Iteration 30Q: 3 clusters Score -8235225 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -8235485.500000 Penalty: 5479.996094
	Iteration 31Q: 3 clusters Score -8235486 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -8235632.000000 Penalty: 5479.996094
	Iteration 32Q: 3 clusters Score -8235632 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -8235768.000000 Penalty: 5479.996094
	Iteration 33Q: 3 clusters Score -8235768 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -8235864.000000 Penalty: 5479.996094
	Iteration 34Q: 3 clusters Score -8235864 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -8235943.500000 Penalty: 5479.996094
	Iteration 35Q: 3 clusters Score -8235944 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -8236022.000000 Penalty: 5479.996094
	Iteration 36Q: 3 clusters Score -8236022 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59257 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -8236085.000000 Penalty: 5479.996094
	Iteration 37Q: 3 clusters Score -8236085 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -8236136.500000 Penalty: 5479.996094
	Iteration 38Q: 3 clusters Score -8236136 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -8236161.500000 Penalty: 5479.996094
	Iteration 39Q: 3 clusters Score -8236162 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -8236189.000000 Penalty: 5479.996094
	Iteration 40F: 3 clusters Score -8236189 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -8236226.000000 Penalty: 5479.996094
	Iteration 41Q: 3 clusters Score -8236226 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -8236249.500000 Penalty: 5479.996094
	Iteration 42Q: 3 clusters Score -8236250 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -8236274.500000 Penalty: 5479.996094
	Iteration 43Q: 3 clusters Score -8236274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -8236302.500000 Penalty: 5479.996094
	Iteration 44Q: 3 clusters Score -8236302 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -8236318.000000 Penalty: 5479.996094
	Iteration 45Q: 3 clusters Score -8236318 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60127 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -8236342.000000 Penalty: 5479.996094
	Iteration 46Q: 3 clusters Score -8236342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -8236334.500000 Penalty: 5479.996094
	Iteration 47Q: 3 clusters Score -8236334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8236348.500000 Penalty: 5479.996094
	Iteration 48Q: 3 clusters Score -8236348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60252 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -8236355.000000 Penalty: 5479.996094
	Iteration 49Q: 3 clusters Score -8236355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60272 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -8236360.000000 Penalty: 5479.996094
	Iteration 50Q: 3 clusters Score -8236360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -8236363.500000 Penalty: 5479.996094
	Iteration 51Q: 3 clusters Score -8236364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -8236358.500000 Penalty: 5479.996094
	Iteration 52Q: 3 clusters Score -8236358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -8236372.000000 Penalty: 5479.996094
	Iteration 53Q: 3 clusters Score -8236372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60339 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -8236361.500000 Penalty: 5479.996094
	Iteration 54Q: 3 clusters Score -8236362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -8236361.500000 Penalty: 5479.996094
	Iteration 55Q: 3 clusters Score -8236362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60376 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -8236374.000000 Penalty: 5479.996094
	Iteration 56Q: 3 clusters Score -8236374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -8236384.000000 Penalty: 5479.996094
	Iteration 57Q: 3 clusters Score -8236384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -8236396.000000 Penalty: 5479.996094
	Iteration 58Q: 3 clusters Score -8236396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -8236389.000000 Penalty: 5479.996094
	Iteration 59Q: 3 clusters Score -8236389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -8236402.500000 Penalty: 5479.996094
	Iteration 60F: 3 clusters Score -8236402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -8236408.500000 Penalty: 5479.996094
	Iteration 61Q: 3 clusters Score -8236408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -8236399.000000 Penalty: 5479.996094
	Iteration 62Q: 3 clusters Score -8236399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8236398.000000 Penalty: 5479.996094
	Iteration 63Q: 3 clusters Score -8236398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60483 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -8236394.500000 Penalty: 5479.996094
	Iteration 64Q: 3 clusters Score -8236394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60487 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -8236395.000000 Penalty: 5479.996094
	Iteration 65Q: 3 clusters Score -8236395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60491 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -8236399.500000 Penalty: 5479.996094
	Iteration 66Q: 3 clusters Score -8236400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8236409.000000 Penalty: 5479.996094
	Iteration 67Q: 3 clusters Score -8236409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60503 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8236407.000000 Penalty: 5479.996094
	Iteration 68Q: 3 clusters Score -8236407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60508 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -8236402.500000 Penalty: 5479.996094
	Iteration 69Q: 3 clusters Score -8236402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60516 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -8236399.500000 Penalty: 5479.996094
	Iteration 70Q: 3 clusters Score -8236400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -8236408.500000 Penalty: 5479.996094
	Iteration 71Q: 3 clusters Score -8236408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -8236412.500000 Penalty: 5479.996094
	Iteration 72Q: 3 clusters Score -8236412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8236413.000000 Penalty: 5479.996094
	Iteration 73Q: 3 clusters Score -8236413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60544 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -8236405.500000 Penalty: 5479.996094
	Iteration 74Q: 3 clusters Score -8236406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -8236407.000000 Penalty: 5479.996094
	Iteration 75Q: 3 clusters Score -8236407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -8236404.000000 Penalty: 5479.996094
	Iteration 76Q: 3 clusters Score -8236404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60551 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -8236410.000000 Penalty: 5479.996094
	Iteration 77Q: 3 clusters Score -8236410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -8236414.000000 Penalty: 5479.996094
	Iteration 78Q: 3 clusters Score -8236414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60556 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -8236413.000000 Penalty: 5479.996094
	Iteration 79Q: 3 clusters Score -8236413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -8236406.500000 Penalty: 5479.996094
	Iteration 80F: 3 clusters Score -8236406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8236408.000000 Penalty: 5479.996094
	Iteration 81Q: 3 clusters Score -8236408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8236418.500000 Penalty: 5479.996094
	Iteration 82Q: 3 clusters Score -8236418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -8236419.500000 Penalty: 5479.996094
	Iteration 83Q: 3 clusters Score -8236420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8236420.500000 Penalty: 5479.996094
	Iteration 84Q: 3 clusters Score -8236420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8236418.000000 Penalty: 5479.996094
	Iteration 85Q: 3 clusters Score -8236418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -8236409.500000 Penalty: 5479.996094
	Iteration 86Q: 3 clusters Score -8236410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60603 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -8236406.000000 Penalty: 5479.996094
	Iteration 87Q: 3 clusters Score -8236406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -8236417.000000 Penalty: 5479.996094
	Iteration 88Q: 3 clusters Score -8236417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8236415.500000 Penalty: 5479.996094
	Iteration 89Q: 3 clusters Score -8236416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60619 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8236414.000000 Penalty: 5479.996094
	Iteration 90Q: 3 clusters Score -8236414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8236418.000000 Penalty: 5479.996094
	Iteration 91Q: 3 clusters Score -8236418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8236419.000000 Penalty: 5479.996094
	Iteration 92Q: 3 clusters Score -8236419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8236432.000000 Penalty: 5479.996094
	Iteration 93Q: 3 clusters Score -8236432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8236428.500000 Penalty: 5479.996094
	Iteration 94Q: 3 clusters Score -8236428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -8236432.000000 Penalty: 5479.996094
	Iteration 95Q: 3 clusters Score -8236432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -8236438.000000 Penalty: 5479.996094
	Iteration 96Q: 3 clusters Score -8236438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60662 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -8236431.000000 Penalty: 5479.996094
	Iteration 97Q: 3 clusters Score -8236431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -8236427.500000 Penalty: 5479.996094
	Iteration 98Q: 3 clusters Score -8236428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8236446.500000 Penalty: 5479.996094
	Iteration 99Q: 3 clusters Score -8236446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -8236444.000000 Penalty: 5479.996094
	Iteration 100F: 3 clusters Score -8236444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -8236438.500000 Penalty: 5479.996094
	Iteration 101Q: 3 clusters Score -8236438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60688 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -8236434.000000 Penalty: 5479.996094
	Iteration 102Q: 3 clusters Score -8236434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -8236435.500000 Penalty: 5479.996094
	Iteration 103Q: 3 clusters Score -8236436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8236431.500000 Penalty: 5479.996094
	Iteration 104Q: 3 clusters Score -8236432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8236426.000000 Penalty: 5479.996094
	Iteration 105Q: 3 clusters Score -8236426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8236435.500000 Penalty: 5479.996094
	Iteration 106Q: 3 clusters Score -8236436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8236439.500000 Penalty: 5479.996094
	Iteration 107Q: 3 clusters Score -8236440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8236439.500000 Penalty: 5479.996094
	Iteration 108F: 3 clusters Score -8236440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -154337.281250 Penalty: 1803.210083
	Iteration 0F: 2 clusters Score -154337.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -152378.218750 Penalty: 3606.420166
	Iteration 0F: 3 clusters Score -152378.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -153422.093750 Penalty: 3606.420166
	Iteration 1F: 3 clusters Score -153422.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -154148.578125 Penalty: 3606.420166
	Iteration 2F: 3 clusters Score -154148.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -154626.609375 Penalty: 3606.420166
	Iteration 3F: 3 clusters Score -154626.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -155083.406250 Penalty: 3606.420166
	Iteration 4F: 3 clusters Score -155083.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -155478.015625 Penalty: 3606.420166
	Iteration 5F: 3 clusters Score -155478 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -155822.859375 Penalty: 3606.420166
	Iteration 6Q: 3 clusters Score -155822.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -155880.640625 Penalty: 3606.420166
	Iteration 7Q: 3 clusters Score -155880.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -155888.250000 Penalty: 3606.420166
	Iteration 8Q: 3 clusters Score -155888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -155894.578125 Penalty: 3606.420166
	Iteration 9Q: 3 clusters Score -155894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -155898.546875 Penalty: 3606.420166
	Iteration 10Q: 3 clusters Score -155898.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -155900.031250 Penalty: 3606.420166
	Iteration 11Q: 3 clusters Score -155900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -155900.578125 Penalty: 3606.420166
	Iteration 12Q: 3 clusters Score -155900.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -155900.578125 Penalty: 3606.420166
	Iteration 13F: 3 clusters Score -155900.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 46234 members 
Mstep: Class 3 contains 24795 members 
Mstep: Class 4 contains 18944 members 
Mstep: Class 5 contains 18444 members 
Mstep: Class 6 contains 62842 members 
Mstep: Class 7 contains 1080 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 1356 members 
Mstep: Class 10 contains 39036 members 
Mstep: Class 11 contains 9026 members 
Mstep: Class 13 contains 340437 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 7071 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 13753 members 
Mstep: Class 21 contains 67923 members 
Mstep: Class 22 contains 38205 members 
Entering Unmasked Estep 
Score: -90763216.000000 Penalty: 63528.992188
Splitting cluster 7 changes total score from -90761136.000000 to -90763216.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 9 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -144874.968750 Penalty: 1788.649048
	Iteration 0F: 2 clusters Score -144875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -142734.500000 Penalty: 3577.298096
	Iteration 0F: 3 clusters Score -142734.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -143548.000000 Penalty: 3577.298096
	Iteration 1F: 3 clusters Score -143548 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -144093.484375 Penalty: 3577.298096
	Iteration 2F: 3 clusters Score -144093.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -144559.093750 Penalty: 3577.298096
	Iteration 3F: 3 clusters Score -144559.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -144981.062500 Penalty: 3577.298096
	Iteration 4F: 3 clusters Score -144981.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -145460.906250 Penalty: 3577.298096
	Iteration 5F: 3 clusters Score -145460.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -145931.859375 Penalty: 3577.298096
	Iteration 6Q: 3 clusters Score -145931.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -146009.625000 Penalty: 3577.298096
	Iteration 7Q: 3 clusters Score -146009.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -146025.515625 Penalty: 3577.298096
	Iteration 8Q: 3 clusters Score -146025.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -146027.531250 Penalty: 3577.298096
	Iteration 9Q: 3 clusters Score -146027.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -146027.531250 Penalty: 3577.298096
	Iteration 10F: 3 clusters Score -146027.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 46234 members 
Mstep: Class 3 contains 24795 members 
Mstep: Class 4 contains 18944 members 
Mstep: Class 5 contains 18444 members 
Mstep: Class 6 contains 62842 members 
Mstep: Class 7 contains 1080 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 39036 members 
Mstep: Class 11 contains 9026 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 340437 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 7071 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 13753 members 
Mstep: Class 21 contains 67923 members 
Mstep: Class 22 contains 38205 members 
Entering Unmasked Estep 
Score: -90762760.000000 Penalty: 66872.625000
Splitting cluster 9 changes total score from -90761136.000000 to -90762760.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 10 (39036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Entering Unmasked Estep 
Score: -4931116.000000 Penalty: 2621.915527
	Iteration 0F: 2 clusters Score -4931116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -4904743.500000 Penalty: 5243.831055
	Iteration 0F: 3 clusters Score -4904744 nChanged 17767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -4915957.000000 Penalty: 5243.831055
	Iteration 1F: 3 clusters Score -4915957 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -4918861.000000 Penalty: 5243.831055
	Iteration 2F: 3 clusters Score -4918861 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -4921977.000000 Penalty: 5243.831055
	Iteration 3F: 3 clusters Score -4921977 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -4924861.000000 Penalty: 5243.831055
	Iteration 4F: 3 clusters Score -4924861 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -4927102.000000 Penalty: 5243.831055
	Iteration 5F: 3 clusters Score -4927102 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -4928621.000000 Penalty: 5243.831055
	Iteration 6F: 3 clusters Score -4928621 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -4929637.500000 Penalty: 5243.831055
	Iteration 7Q: 3 clusters Score -4929638 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -4930354.000000 Penalty: 5243.831055
	Iteration 8Q: 3 clusters Score -4930354 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -4931019.000000 Penalty: 5243.831055
	Iteration 9Q: 3 clusters Score -4931019 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -4931767.000000 Penalty: 5243.831055
	Iteration 10Q: 3 clusters Score -4931767 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -4932756.000000 Penalty: 5243.831055
	Iteration 11Q: 3 clusters Score -4932756 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -4933847.000000 Penalty: 5243.831055
	Iteration 12Q: 3 clusters Score -4933847 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -4934541.000000 Penalty: 5243.831055
	Iteration 13Q: 3 clusters Score -4934541 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -4934915.000000 Penalty: 5243.831055
	Iteration 14Q: 3 clusters Score -4934915 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -4935185.500000 Penalty: 5243.831055
	Iteration 15Q: 3 clusters Score -4935186 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -4935375.000000 Penalty: 5243.831055
	Iteration 16Q: 3 clusters Score -4935375 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -4935608.500000 Penalty: 5243.831055
	Iteration 17Q: 3 clusters Score -4935608 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -4935994.500000 Penalty: 5243.831055
	Iteration 18Q: 3 clusters Score -4935994 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -4936503.000000 Penalty: 5243.831055
	Iteration 19Q: 3 clusters Score -4936503 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -4936892.000000 Penalty: 5243.831055
	Iteration 20F: 3 clusters Score -4936892 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -4937050.000000 Penalty: 5243.831055
	Iteration 21Q: 3 clusters Score -4937050 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -4937101.500000 Penalty: 5243.831055
	Iteration 22Q: 3 clusters Score -4937102 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -4937111.500000 Penalty: 5243.831055
	Iteration 23Q: 3 clusters Score -4937112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -4937118.500000 Penalty: 5243.831055
	Iteration 24Q: 3 clusters Score -4937118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -4937126.000000 Penalty: 5243.831055
	Iteration 25Q: 3 clusters Score -4937126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -4937129.500000 Penalty: 5243.831055
	Iteration 26Q: 3 clusters Score -4937130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -4937140.000000 Penalty: 5243.831055
	Iteration 27Q: 3 clusters Score -4937140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -4937137.000000 Penalty: 5243.831055
	Iteration 28Q: 3 clusters Score -4937137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -4937140.000000 Penalty: 5243.831055
	Iteration 29Q: 3 clusters Score -4937140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -4937134.500000 Penalty: 5243.831055
	Iteration 30Q: 3 clusters Score -4937134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -4937136.000000 Penalty: 5243.831055
	Iteration 31Q: 3 clusters Score -4937136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -4937142.500000 Penalty: 5243.831055
	Iteration 32Q: 3 clusters Score -4937142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -4937133.500000 Penalty: 5243.831055
	Iteration 33Q: 3 clusters Score -4937134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -4937134.000000 Penalty: 5243.831055
	Iteration 34Q: 3 clusters Score -4937134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -4937140.500000 Penalty: 5243.831055
	Iteration 35Q: 3 clusters Score -4937140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -4937135.500000 Penalty: 5243.831055
	Iteration 36Q: 3 clusters Score -4937136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -4937135.500000 Penalty: 5243.831055
	Iteration 37F: 3 clusters Score -4937136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 46234 members 
Mstep: Class 3 contains 24795 members 
Mstep: Class 4 contains 18944 members 
Mstep: Class 5 contains 18444 members 
Mstep: Class 6 contains 62842 members 
Mstep: Class 7 contains 1080 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 34497 members 
Mstep: Class 11 contains 9026 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 340437 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 7071 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 13753 members 
Mstep: Class 21 contains 67923 members 
Mstep: Class 22 contains 38205 members 
Entering Unmasked Estep 
Score: -90767992.000000 Penalty: 70216.257812
Splitting cluster 10 changes total score from -90761136.000000 to -90767992.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 11 (9026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Entering Unmasked Estep 
Score: -1007592.250000 Penalty: 2258.750488
	Iteration 0F: 2 clusters Score -1007592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1000576.125000 Penalty: 4517.500977
	Iteration 0F: 3 clusters Score -1000576 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1003099.625000 Penalty: 4517.500977
	Iteration 1F: 3 clusters Score -1003100 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1004228.750000 Penalty: 4517.500977
	Iteration 2F: 3 clusters Score -1004229 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1005714.625000 Penalty: 4517.500977
	Iteration 3F: 3 clusters Score -1005715 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1006864.062500 Penalty: 4517.500977
	Iteration 4F: 3 clusters Score -1006864 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1007575.812500 Penalty: 4517.500977
	Iteration 5F: 3 clusters Score -1007576 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1007933.125000 Penalty: 4517.500977
	Iteration 6Q: 3 clusters Score -1007933 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1008182.062500 Penalty: 4517.500977
	Iteration 7Q: 3 clusters Score -1008182 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1008306.500000 Penalty: 4517.500977
	Iteration 8Q: 3 clusters Score -1008306 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1008376.250000 Penalty: 4517.500977
	Iteration 9Q: 3 clusters Score -1008376 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1008416.875000 Penalty: 4517.500977
	Iteration 10Q: 3 clusters Score -1008417 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1008438.062500 Penalty: 4517.500977
	Iteration 11Q: 3 clusters Score -1008438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1008451.687500 Penalty: 4517.500977
	Iteration 12Q: 3 clusters Score -1008452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1008459.937500 Penalty: 4517.500977
	Iteration 13Q: 3 clusters Score -1008460 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1008475.125000 Penalty: 4517.500977
	Iteration 14Q: 3 clusters Score -1008475 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1008486.562500 Penalty: 4517.500977
	Iteration 15Q: 3 clusters Score -1008487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1008497.312500 Penalty: 4517.500977
	Iteration 16Q: 3 clusters Score -1008497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1008503.625000 Penalty: 4517.500977
	Iteration 17Q: 3 clusters Score -1008504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1008505.625000 Penalty: 4517.500977
	Iteration 18Q: 3 clusters Score -1008506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1008514.937500 Penalty: 4517.500977
	Iteration 19Q: 3 clusters Score -1008515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1008517.875000 Penalty: 4517.500977
	Iteration 20F: 3 clusters Score -1008518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1008518.187500 Penalty: 4517.500977
	Iteration 21Q: 3 clusters Score -1008518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1008521.375000 Penalty: 4517.500977
	Iteration 22Q: 3 clusters Score -1008521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1008524.375000 Penalty: 4517.500977
	Iteration 23Q: 3 clusters Score -1008524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1008525.937500 Penalty: 4517.500977
	Iteration 24Q: 3 clusters Score -1008526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1008525.562500 Penalty: 4517.500977
	Iteration 25Q: 3 clusters Score -1008526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1008525.500000 Penalty: 4517.500977
	Iteration 26Q: 3 clusters Score -1008526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1008525.500000 Penalty: 4517.500977
	Iteration 27F: 3 clusters Score -1008526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 46234 members 
Mstep: Class 3 contains 24795 members 
Mstep: Class 4 contains 18944 members 
Mstep: Class 5 contains 18444 members 
Mstep: Class 6 contains 62842 members 
Mstep: Class 7 contains 1080 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 34497 members 
Mstep: Class 11 contains 7776 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 340437 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 7071 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 13753 members 
Mstep: Class 20 contains 1250 members 
Mstep: Class 21 contains 67923 members 
Mstep: Class 22 contains 38205 members 
Entering Unmasked Estep 
Score: -90767328.000000 Penalty: 73559.882812
Splitting cluster 11 changes total score from -90761136.000000 to -90767328.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 13 (340437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340437 members 
Entering Unmasked Estep 
Score: -44154544.000000 Penalty: 3159.020508
	Iteration 0F: 2 clusters Score -4.415454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170433 members 
Mstep: Class 2 contains 170004 members 
Entering Unmasked Estep 
Score: -43990016.000000 Penalty: 6318.041016
	Iteration 0F: 3 clusters Score -4.399002e+07 nChanged 165214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175745 members 
Mstep: Class 2 contains 164692 members 
Entering Unmasked Estep 
Score: -44087556.000000 Penalty: 6318.041016
	Iteration 1F: 3 clusters Score -4.408756e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177762 members 
Mstep: Class 2 contains 162675 members 
Entering Unmasked Estep 
Score: -44088564.000000 Penalty: 6318.041016
	Iteration 2Q: 3 clusters Score -4.408856e+07 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180763 members 
Mstep: Class 2 contains 159674 members 
Entering Unmasked Estep 
Score: -44090004.000000 Penalty: 6318.041016
	Iteration 3Q: 3 clusters Score -4.409e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184972 members 
Mstep: Class 2 contains 155465 members 
Entering Unmasked Estep 
Score: -44092024.000000 Penalty: 6318.041016
	Iteration 4Q: 3 clusters Score -4.409202e+07 nChanged 11613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190911 members 
Mstep: Class 2 contains 149526 members 
Entering Unmasked Estep 
Score: -44094940.000000 Penalty: 6318.041016
	Iteration 5Q: 3 clusters Score -4.409494e+07 nChanged 14476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198763 members 
Mstep: Class 2 contains 141674 members 
Entering Unmasked Estep 
Score: -44099360.000000 Penalty: 6318.041016
	Iteration 6Q: 3 clusters Score -4.409936e+07 nChanged 17341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208360 members 
Mstep: Class 2 contains 132077 members 
Entering Unmasked Estep 
Score: -44105852.000000 Penalty: 6318.041016
	Iteration 7F: 3 clusters Score -4.410585e+07 nChanged 19878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217806 members 
Mstep: Class 2 contains 122631 members 
Entering Unmasked Estep 
Score: -44115788.000000 Penalty: 6318.041016
	Iteration 8F: 3 clusters Score -4.411579e+07 nChanged 21826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223642 members 
Mstep: Class 2 contains 116795 members 
Entering Unmasked Estep 
Score: -44128840.000000 Penalty: 6318.041016
	Iteration 9F: 3 clusters Score -4.412884e+07 nChanged 22184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223200 members 
Mstep: Class 2 contains 117237 members 
Entering Unmasked Estep 
Score: -44141476.000000 Penalty: 6318.041016
	Iteration 10F: 3 clusters Score -4.414148e+07 nChanged 18129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218397 members 
Mstep: Class 2 contains 122040 members 
Entering Unmasked Estep 
Score: -44146660.000000 Penalty: 6318.041016
	Iteration 11F: 3 clusters Score -4.414666e+07 nChanged 11122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212193 members 
Mstep: Class 2 contains 128244 members 
Entering Unmasked Estep 
Score: -44148464.000000 Penalty: 6318.041016
	Iteration 12Q: 3 clusters Score -4.414846e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205843 members 
Mstep: Class 2 contains 134594 members 
Entering Unmasked Estep 
Score: -44148916.000000 Penalty: 6318.041016
	Iteration 13Q: 3 clusters Score -4.414892e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199302 members 
Mstep: Class 2 contains 141135 members 
Entering Unmasked Estep 
Score: -44149640.000000 Penalty: 6318.041016
	Iteration 14Q: 3 clusters Score -4.414964e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192647 members 
Mstep: Class 2 contains 147790 members 
Entering Unmasked Estep 
Score: -44150484.000000 Penalty: 6318.041016
	Iteration 15Q: 3 clusters Score -4.415048e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185846 members 
Mstep: Class 2 contains 154591 members 
Entering Unmasked Estep 
Score: -44151252.000000 Penalty: 6318.041016
	Iteration 16Q: 3 clusters Score -4.415125e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178077 members 
Mstep: Class 2 contains 162360 members 
Entering Unmasked Estep 
Score: -44152024.000000 Penalty: 6318.041016
	Iteration 17Q: 3 clusters Score -4.415202e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169370 members 
Mstep: Class 2 contains 171067 members 
Entering Unmasked Estep 
Score: -44152628.000000 Penalty: 6318.041016
	Iteration 18Q: 3 clusters Score -4.415263e+07 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160023 members 
Mstep: Class 2 contains 180414 members 
Entering Unmasked Estep 
Score: -44153280.000000 Penalty: 6318.041016
	Iteration 19Q: 3 clusters Score -4.415328e+07 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150620 members 
Mstep: Class 2 contains 189817 members 
Entering Unmasked Estep 
Score: -44153752.000000 Penalty: 6318.041016
	Iteration 20F: 3 clusters Score -4.415375e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141788 members 
Mstep: Class 2 contains 198649 members 
Entering Unmasked Estep 
Score: -44153780.000000 Penalty: 6318.041016
	Iteration 21Q: 3 clusters Score -4.415378e+07 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132253 members 
Mstep: Class 2 contains 208184 members 
Entering Unmasked Estep 
Score: -44154156.000000 Penalty: 6318.041016
	Iteration 22Q: 3 clusters Score -4.415416e+07 nChanged 11298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121173 members 
Mstep: Class 2 contains 219264 members 
Entering Unmasked Estep 
Score: -44154372.000000 Penalty: 6318.041016
	Iteration 23Q: 3 clusters Score -4.415437e+07 nChanged 12923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108578 members 
Mstep: Class 2 contains 231859 members 
Entering Unmasked Estep 
Score: -44155380.000000 Penalty: 6318.041016
	Iteration 24Q: 3 clusters Score -4.415538e+07 nChanged 13921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95007 members 
Mstep: Class 2 contains 245430 members 
Entering Unmasked Estep 
Score: -44157008.000000 Penalty: 6318.041016
	Iteration 25Q: 3 clusters Score -4.415701e+07 nChanged 14583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80884 members 
Mstep: Class 2 contains 259553 members 
Entering Unmasked Estep 
Score: -44158596.000000 Penalty: 6318.041016
	Iteration 26Q: 3 clusters Score -4.41586e+07 nChanged 14210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 273213 members 
Entering Unmasked Estep 
Score: -44161200.000000 Penalty: 6318.041016
	Iteration 27Q: 3 clusters Score -4.41612e+07 nChanged 12791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 285362 members 
Entering Unmasked Estep 
Score: -44164348.000000 Penalty: 6318.041016
	Iteration 28Q: 3 clusters Score -4.416435e+07 nChanged 10737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 295487 members 
Entering Unmasked Estep 
Score: -44168040.000000 Penalty: 6318.041016
	Iteration 29Q: 3 clusters Score -4.416804e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 303643 members 
Entering Unmasked Estep 
Score: -44174464.000000 Penalty: 6318.041016
	Iteration 30Q: 3 clusters Score -4.417446e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 309368 members 
Entering Unmasked Estep 
Score: -44175548.000000 Penalty: 6318.041016
	Iteration 31Q: 3 clusters Score -4.417555e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 313532 members 
Entering Unmasked Estep 
Score: -44174852.000000 Penalty: 6318.041016
	Iteration 32Q: 3 clusters Score -4.417485e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 316815 members 
Entering Unmasked Estep 
Score: -44173496.000000 Penalty: 6318.041016
	Iteration 33Q: 3 clusters Score -4.41735e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 319449 members 
Entering Unmasked Estep 
Score: -44171092.000000 Penalty: 6318.041016
	Iteration 34Q: 3 clusters Score -4.417109e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 321537 members 
Entering Unmasked Estep 
Score: -44169424.000000 Penalty: 6318.041016
	Iteration 35Q: 3 clusters Score -4.416942e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 323293 members 
Entering Unmasked Estep 
Score: -44168260.000000 Penalty: 6318.041016
	Iteration 36Q: 3 clusters Score -4.416826e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 324802 members 
Entering Unmasked Estep 
Score: -44167396.000000 Penalty: 6318.041016
	Iteration 37Q: 3 clusters Score -4.41674e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 326116 members 
Entering Unmasked Estep 
Score: -44166368.000000 Penalty: 6318.041016
	Iteration 38Q: 3 clusters Score -4.416637e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 327202 members 
Entering Unmasked Estep 
Score: -44165412.000000 Penalty: 6318.041016
	Iteration 39Q: 3 clusters Score -4.416541e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 328157 members 
Entering Unmasked Estep 
Score: -44165376.000000 Penalty: 6318.041016
	Iteration 40F: 3 clusters Score -4.416538e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 329638 members 
Entering Unmasked Estep 
Score: -44164452.000000 Penalty: 6318.041016
	Iteration 41Q: 3 clusters Score -4.416445e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 330902 members 
Entering Unmasked Estep 
Score: -44163516.000000 Penalty: 6318.041016
	Iteration 42Q: 3 clusters Score -4.416352e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 331985 members 
Entering Unmasked Estep 
Score: -44162432.000000 Penalty: 6318.041016
	Iteration 43Q: 3 clusters Score -4.416243e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 332928 members 
Entering Unmasked Estep 
Score: -44161632.000000 Penalty: 6318.041016
	Iteration 44Q: 3 clusters Score -4.416163e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 333753 members 
Entering Unmasked Estep 
Score: -44161040.000000 Penalty: 6318.041016
	Iteration 45Q: 3 clusters Score -4.416104e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 334429 members 
Entering Unmasked Estep 
Score: -44160472.000000 Penalty: 6318.041016
	Iteration 46Q: 3 clusters Score -4.416047e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 334936 members 
Entering Unmasked Estep 
Score: -44160164.000000 Penalty: 6318.041016
	Iteration 47Q: 3 clusters Score -4.416016e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 335385 members 
Entering Unmasked Estep 
Score: -44159984.000000 Penalty: 6318.041016
	Iteration 48Q: 3 clusters Score -4.415998e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 335761 members 
Entering Unmasked Estep 
Score: -44159696.000000 Penalty: 6318.041016
	Iteration 49Q: 3 clusters Score -4.41597e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 336076 members 
Entering Unmasked Estep 
Score: -44159532.000000 Penalty: 6318.041016
	Iteration 50Q: 3 clusters Score -4.415953e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 336343 members 
Entering Unmasked Estep 
Score: -44159380.000000 Penalty: 6318.041016
	Iteration 51Q: 3 clusters Score -4.415938e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 336559 members 
Entering Unmasked Estep 
Score: -44159128.000000 Penalty: 6318.041016
	Iteration 52Q: 3 clusters Score -4.415913e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 336728 members 
Entering Unmasked Estep 
Score: -44159044.000000 Penalty: 6318.041016
	Iteration 53Q: 3 clusters Score -4.415904e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 336859 members 
Entering Unmasked Estep 
Score: -44159040.000000 Penalty: 6318.041016
	Iteration 54Q: 3 clusters Score -4.415904e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 336965 members 
Entering Unmasked Estep 
Score: -44158928.000000 Penalty: 6318.041016
	Iteration 55Q: 3 clusters Score -4.415893e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 337050 members 
Entering Unmasked Estep 
Score: -44158888.000000 Penalty: 6318.041016
	Iteration 56Q: 3 clusters Score -4.415889e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 337121 members 
Entering Unmasked Estep 
Score: -44158812.000000 Penalty: 6318.041016
	Iteration 57Q: 3 clusters Score -4.415881e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 337172 members 
Entering Unmasked Estep 
Score: -44158768.000000 Penalty: 6318.041016
	Iteration 58Q: 3 clusters Score -4.415877e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 337249 members 
Entering Unmasked Estep 
Score: -44158732.000000 Penalty: 6318.041016
	Iteration 59Q: 3 clusters Score -4.415873e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 337301 members 
Entering Unmasked Estep 
Score: -44158740.000000 Penalty: 6318.041016
	Iteration 60F: 3 clusters Score -4.415874e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 337281 members 
Entering Unmasked Estep 
Score: -44158904.000000 Penalty: 6318.041016
	Iteration 61Q: 3 clusters Score -4.41589e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 337261 members 
Entering Unmasked Estep 
Score: -44159016.000000 Penalty: 6318.041016
	Iteration 62Q: 3 clusters Score -4.415902e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 337247 members 
Entering Unmasked Estep 
Score: -44159128.000000 Penalty: 6318.041016
	Iteration 63Q: 3 clusters Score -4.415913e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 337256 members 
Entering Unmasked Estep 
Score: -44159248.000000 Penalty: 6318.041016
	Iteration 64Q: 3 clusters Score -4.415925e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 337268 members 
Entering Unmasked Estep 
Score: -44159308.000000 Penalty: 6318.041016
	Iteration 65Q: 3 clusters Score -4.415931e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 337287 members 
Entering Unmasked Estep 
Score: -44159380.000000 Penalty: 6318.041016
	Iteration 66Q: 3 clusters Score -4.415938e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 337306 members 
Entering Unmasked Estep 
Score: -44159324.000000 Penalty: 6318.041016
	Iteration 67Q: 3 clusters Score -4.415932e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 337314 members 
Entering Unmasked Estep 
Score: -44159352.000000 Penalty: 6318.041016
	Iteration 68Q: 3 clusters Score -4.415935e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 337326 members 
Entering Unmasked Estep 
Score: -44159400.000000 Penalty: 6318.041016
	Iteration 69Q: 3 clusters Score -4.41594e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 337348 members 
Entering Unmasked Estep 
Score: -44159408.000000 Penalty: 6318.041016
	Iteration 70Q: 3 clusters Score -4.415941e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 337365 members 
Entering Unmasked Estep 
Score: -44159476.000000 Penalty: 6318.041016
	Iteration 71Q: 3 clusters Score -4.415948e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 337367 members 
Entering Unmasked Estep 
Score: -44159532.000000 Penalty: 6318.041016
	Iteration 72Q: 3 clusters Score -4.415953e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 337357 members 
Entering Unmasked Estep 
Score: -44159696.000000 Penalty: 6318.041016
	Iteration 73Q: 3 clusters Score -4.41597e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 337368 members 
Entering Unmasked Estep 
Score: -44159792.000000 Penalty: 6318.041016
	Iteration 74Q: 3 clusters Score -4.415979e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 337355 members 
Entering Unmasked Estep 
Score: -44159944.000000 Penalty: 6318.041016
	Iteration 75Q: 3 clusters Score -4.415994e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 337341 members 
Entering Unmasked Estep 
Score: -44160048.000000 Penalty: 6318.041016
	Iteration 76Q: 3 clusters Score -4.416005e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 337320 members 
Entering Unmasked Estep 
Score: -44160164.000000 Penalty: 6318.041016
	Iteration 77Q: 3 clusters Score -4.416016e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 337302 members 
Entering Unmasked Estep 
Score: -44160280.000000 Penalty: 6318.041016
	Iteration 78Q: 3 clusters Score -4.416028e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 337286 members 
Entering Unmasked Estep 
Score: -44160292.000000 Penalty: 6318.041016
	Iteration 79Q: 3 clusters Score -4.416029e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 337261 members 
Entering Unmasked Estep 
Score: -44160452.000000 Penalty: 6318.041016
	Iteration 80F: 3 clusters Score -4.416045e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 337199 members 
Entering Unmasked Estep 
Score: -44160552.000000 Penalty: 6318.041016
	Iteration 81Q: 3 clusters Score -4.416055e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 337162 members 
Entering Unmasked Estep 
Score: -44160672.000000 Penalty: 6318.041016
	Iteration 82Q: 3 clusters Score -4.416067e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 337134 members 
Entering Unmasked Estep 
Score: -44160688.000000 Penalty: 6318.041016
	Iteration 83Q: 3 clusters Score -4.416069e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 337107 members 
Entering Unmasked Estep 
Score: -44160776.000000 Penalty: 6318.041016
	Iteration 84Q: 3 clusters Score -4.416078e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 337077 members 
Entering Unmasked Estep 
Score: -44160900.000000 Penalty: 6318.041016
	Iteration 85Q: 3 clusters Score -4.41609e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 337036 members 
Entering Unmasked Estep 
Score: -44160996.000000 Penalty: 6318.041016
	Iteration 86Q: 3 clusters Score -4.4161e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 337001 members 
Entering Unmasked Estep 
Score: -44161072.000000 Penalty: 6318.041016
	Iteration 87Q: 3 clusters Score -4.416107e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 336979 members 
Entering Unmasked Estep 
Score: -44161120.000000 Penalty: 6318.041016
	Iteration 88Q: 3 clusters Score -4.416112e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 336955 members 
Entering Unmasked Estep 
Score: -44161220.000000 Penalty: 6318.041016
	Iteration 89Q: 3 clusters Score -4.416122e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 336942 members 
Entering Unmasked Estep 
Score: -44161224.000000 Penalty: 6318.041016
	Iteration 90Q: 3 clusters Score -4.416122e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 336929 members 
Entering Unmasked Estep 
Score: -44161224.000000 Penalty: 6318.041016
	Iteration 91Q: 3 clusters Score -4.416122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 336927 members 
Entering Unmasked Estep 
Score: -44161244.000000 Penalty: 6318.041016
	Iteration 92Q: 3 clusters Score -4.416124e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 336924 members 
Entering Unmasked Estep 
Score: -44161236.000000 Penalty: 6318.041016
	Iteration 93Q: 3 clusters Score -4.416124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 336921 members 
Entering Unmasked Estep 
Score: -44161260.000000 Penalty: 6318.041016
	Iteration 94Q: 3 clusters Score -4.416126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 336917 members 
Entering Unmasked Estep 
Score: -44161284.000000 Penalty: 6318.041016
	Iteration 95Q: 3 clusters Score -4.416128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 336916 members 
Entering Unmasked Estep 
Score: -44161292.000000 Penalty: 6318.041016
	Iteration 96Q: 3 clusters Score -4.416129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 336915 members 
Entering Unmasked Estep 
Score: -44161280.000000 Penalty: 6318.041016
	Iteration 97Q: 3 clusters Score -4.416128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 336913 members 
Entering Unmasked Estep 
Score: -44161296.000000 Penalty: 6318.041016
	Iteration 98Q: 3 clusters Score -4.41613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 336911 members 
Entering Unmasked Estep 
Score: -44161284.000000 Penalty: 6318.041016
	Iteration 99Q: 3 clusters Score -4.416128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 336909 members 
Entering Unmasked Estep 
Score: -44161308.000000 Penalty: 6318.041016
	Iteration 100F: 3 clusters Score -4.416131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 336906 members 
Entering Unmasked Estep 
Score: -44161308.000000 Penalty: 6318.041016
	Iteration 101Q: 3 clusters Score -4.416131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 336901 members 
Entering Unmasked Estep 
Score: -44161304.000000 Penalty: 6318.041016
	Iteration 102Q: 3 clusters Score -4.41613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 336894 members 
Entering Unmasked Estep 
Score: -44161368.000000 Penalty: 6318.041016
	Iteration 103Q: 3 clusters Score -4.416137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 336891 members 
Entering Unmasked Estep 
Score: -44161392.000000 Penalty: 6318.041016
	Iteration 104Q: 3 clusters Score -4.416139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 336889 members 
Entering Unmasked Estep 
Score: -44161364.000000 Penalty: 6318.041016
	Iteration 105Q: 3 clusters Score -4.416136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 336886 members 
Entering Unmasked Estep 
Score: -44161376.000000 Penalty: 6318.041016
	Iteration 106Q: 3 clusters Score -4.416138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 336882 members 
Entering Unmasked Estep 
Score: -44161408.000000 Penalty: 6318.041016
	Iteration 107Q: 3 clusters Score -4.416141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 336878 members 
Entering Unmasked Estep 
Score: -44161400.000000 Penalty: 6318.041016
	Iteration 108Q: 3 clusters Score -4.41614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 336875 members 
Entering Unmasked Estep 
Score: -44161404.000000 Penalty: 6318.041016
	Iteration 109Q: 3 clusters Score -4.41614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 336872 members 
Entering Unmasked Estep 
Score: -44161388.000000 Penalty: 6318.041016
	Iteration 110Q: 3 clusters Score -4.416139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 336871 members 
Entering Unmasked Estep 
Score: -44161392.000000 Penalty: 6318.041016
	Iteration 111Q: 3 clusters Score -4.416139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 336871 members 
Entering Unmasked Estep 
Score: -44161392.000000 Penalty: 6318.041016
	Iteration 112F: 3 clusters Score -4.416139e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 46234 members 
Mstep: Class 3 contains 24795 members 
Mstep: Class 4 contains 18944 members 
Mstep: Class 5 contains 18444 members 
Mstep: Class 6 contains 62842 members 
Mstep: Class 7 contains 1080 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 34497 members 
Mstep: Class 11 contains 7776 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 3566 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 5000 members 
Mstep: Class 16 contains 7071 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 13753 members 
Mstep: Class 20 contains 1250 members 
Mstep: Class 21 contains 67923 members 
Mstep: Class 22 contains 38205 members 
Mstep: Class 23 contains 336871 members 
Entering Unmasked Estep 
Score: -90774120.000000 Penalty: 76903.515625
Splitting cluster 13 changes total score from -90761136.000000 to -90774120.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (5000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Entering Unmasked Estep 
Score: -618365.062500 Penalty: 2112.263916
	Iteration 0F: 2 clusters Score -618365.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -613871.750000 Penalty: 4224.527832
	Iteration 0F: 3 clusters Score -613871.8 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -615111.062500 Penalty: 4224.527832
	Iteration 1F: 3 clusters Score -615111.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -615815.187500 Penalty: 4224.527832
	Iteration 2F: 3 clusters Score -615815.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -617223.875000 Penalty: 4224.527832
	Iteration 3F: 3 clusters Score -617223.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -619078.437500 Penalty: 4224.527832
	Iteration 4F: 3 clusters Score -619078.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -620129.812500 Penalty: 4224.527832
	Iteration 5F: 3 clusters Score -620129.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -620606.062500 Penalty: 4224.527832
	Iteration 6F: 3 clusters Score -620606.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -620811.562500 Penalty: 4224.527832
	Iteration 7Q: 3 clusters Score -620811.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -620886.625000 Penalty: 4224.527832
	Iteration 8Q: 3 clusters Score -620886.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -620922.312500 Penalty: 4224.527832
	Iteration 9Q: 3 clusters Score -620922.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -620959.125000 Penalty: 4224.527832
	Iteration 10Q: 3 clusters Score -620959.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -620985.937500 Penalty: 4224.527832
	Iteration 11Q: 3 clusters Score -620985.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -621039.125000 Penalty: 4224.527832
	Iteration 12Q: 3 clusters Score -621039.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -621066.437500 Penalty: 4224.527832
	Iteration 13Q: 3 clusters Score -621066.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -621102.625000 Penalty: 4224.527832
	Iteration 14Q: 3 clusters Score -621102.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -621143.875000 Penalty: 4224.527832
	Iteration 15Q: 3 clusters Score -621143.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -621227.375000 Penalty: 4224.527832
	Iteration 16Q: 3 clusters Score -621227.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -621270.125000 Penalty: 4224.527832
	Iteration 17Q: 3 clusters Score -621270.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -621281.750000 Penalty: 4224.527832
	Iteration 18Q: 3 clusters Score -621281.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -621285.625000 Penalty: 4224.527832
	Iteration 19Q: 3 clusters Score -621285.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -621294.687500 Penalty: 4224.527832
	Iteration 20F: 3 clusters Score -621294.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -621294.687500 Penalty: 4224.527832
	Iteration 21Q: 3 clusters Score -621294.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -621295.375000 Penalty: 4224.527832
	Iteration 22Q: 3 clusters Score -621295.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -621295.375000 Penalty: 4224.527832
	Iteration 23F: 3 clusters Score -621295.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 46234 members 
Mstep: Class 3 contains 24795 members 
Mstep: Class 4 contains 18944 members 
Mstep: Class 5 contains 18444 members 
Mstep: Class 6 contains 62842 members 
Mstep: Class 7 contains 1080 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 34497 members 
Mstep: Class 11 contains 7776 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 3566 members 
Mstep: Class 14 contains 4539 members 
Mstep: Class 15 contains 410 members 
Mstep: Class 16 contains 7071 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 13753 members 
Mstep: Class 20 contains 1250 members 
Mstep: Class 21 contains 67923 members 
Mstep: Class 22 contains 38205 members 
Mstep: Class 23 contains 336871 members 
Mstep: Class 24 contains 4590 members 
Entering Unmasked Estep 
Score: -90775712.000000 Penalty: 80247.148438
Splitting cluster 15 changes total score from -90761136.000000 to -90775712.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (7071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Entering Unmasked Estep 
Score: -888354.125000 Penalty: 2198.211670
	Iteration 0F: 2 clusters Score -888354.1 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 3480 members 
Entering Unmasked Estep 
Score: -882490.937500 Penalty: 4396.423340
	Iteration 0F: 3 clusters Score -882490.9 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -883977.750000 Penalty: 4396.423340
	Iteration 1F: 3 clusters Score -883977.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -884195.187500 Penalty: 4396.423340
	Iteration 2F: 3 clusters Score -884195.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -884349.125000 Penalty: 4396.423340
	Iteration 3Q: 3 clusters Score -884349.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -884494.000000 Penalty: 4396.423340
	Iteration 4Q: 3 clusters Score -884494 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -884640.812500 Penalty: 4396.423340
	Iteration 5Q: 3 clusters Score -884640.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -884804.875000 Penalty: 4396.423340
	Iteration 6Q: 3 clusters Score -884804.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -885004.562500 Penalty: 4396.423340
	Iteration 7Q: 3 clusters Score -885004.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -885203.312500 Penalty: 4396.423340
	Iteration 8Q: 3 clusters Score -885203.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -885387.562500 Penalty: 4396.423340
	Iteration 9Q: 3 clusters Score -885387.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -885557.125000 Penalty: 4396.423340
	Iteration 10Q: 3 clusters Score -885557.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -885696.562500 Penalty: 4396.423340
	Iteration 11Q: 3 clusters Score -885696.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -885817.062500 Penalty: 4396.423340
	Iteration 12Q: 3 clusters Score -885817.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -885920.687500 Penalty: 4396.423340
	Iteration 13Q: 3 clusters Score -885920.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -886025.062500 Penalty: 4396.423340
	Iteration 14Q: 3 clusters Score -886025.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -886137.000000 Penalty: 4396.423340
	Iteration 15Q: 3 clusters Score -886137 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -886273.687500 Penalty: 4396.423340
	Iteration 16Q: 3 clusters Score -886273.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -886397.875000 Penalty: 4396.423340
	Iteration 17Q: 3 clusters Score -886397.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -886512.500000 Penalty: 4396.423340
	Iteration 18Q: 3 clusters Score -886512.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -886607.625000 Penalty: 4396.423340
	Iteration 19Q: 3 clusters Score -886607.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -886671.500000 Penalty: 4396.423340
	Iteration 20F: 3 clusters Score -886671.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -886729.562500 Penalty: 4396.423340
	Iteration 21Q: 3 clusters Score -886729.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -886773.000000 Penalty: 4396.423340
	Iteration 22Q: 3 clusters Score -886773 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -886816.062500 Penalty: 4396.423340
	Iteration 23Q: 3 clusters Score -886816.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -886842.750000 Penalty: 4396.423340
	Iteration 24Q: 3 clusters Score -886842.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -886863.437500 Penalty: 4396.423340
	Iteration 25Q: 3 clusters Score -886863.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -886878.062500 Penalty: 4396.423340
	Iteration 26Q: 3 clusters Score -886878.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -886894.437500 Penalty: 4396.423340
	Iteration 27Q: 3 clusters Score -886894.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -886911.437500 Penalty: 4396.423340
	Iteration 28Q: 3 clusters Score -886911.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -886933.250000 Penalty: 4396.423340
	Iteration 29Q: 3 clusters Score -886933.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -886959.750000 Penalty: 4396.423340
	Iteration 30Q: 3 clusters Score -886959.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -886986.062500 Penalty: 4396.423340
	Iteration 31Q: 3 clusters Score -886986.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -887016.875000 Penalty: 4396.423340
	Iteration 32Q: 3 clusters Score -887016.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -887049.812500 Penalty: 4396.423340
	Iteration 33Q: 3 clusters Score -887049.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -887073.812500 Penalty: 4396.423340
	Iteration 34Q: 3 clusters Score -887073.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -887091.875000 Penalty: 4396.423340
	Iteration 35Q: 3 clusters Score -887091.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -887104.687500 Penalty: 4396.423340
	Iteration 36Q: 3 clusters Score -887104.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -887113.750000 Penalty: 4396.423340
	Iteration 37Q: 3 clusters Score -887113.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -887120.812500 Penalty: 4396.423340
	Iteration 38Q: 3 clusters Score -887120.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -887126.312500 Penalty: 4396.423340
	Iteration 39Q: 3 clusters Score -887126.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -887133.562500 Penalty: 4396.423340
	Iteration 40F: 3 clusters Score -887133.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -887144.062500 Penalty: 4396.423340
	Iteration 41Q: 3 clusters Score -887144.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -887147.562500 Penalty: 4396.423340
	Iteration 42Q: 3 clusters Score -887147.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -887148.625000 Penalty: 4396.423340
	Iteration 43Q: 3 clusters Score -887148.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -887151.187500 Penalty: 4396.423340
	Iteration 44Q: 3 clusters Score -887151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -887152.000000 Penalty: 4396.423340
	Iteration 45Q: 3 clusters Score -887152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -887152.000000 Penalty: 4396.423340
	Iteration 46F: 3 clusters Score -887152 nChanged 0
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: -173342.625000 Penalty: 1812.518555
	Iteration 0F: 2 clusters Score -173342.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -171069.296875 Penalty: 3625.037109
	Iteration 0F: 3 clusters Score -171069.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -171562.765625 Penalty: 3625.037109
	Iteration 1F: 3 clusters Score -171562.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -171727.437500 Penalty: 3625.037109
	Iteration 2F: 3 clusters Score -171727.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -171815.609375 Penalty: 3625.037109
	Iteration 3Q: 3 clusters Score -171815.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -171865.187500 Penalty: 3625.037109
	Iteration 4Q: 3 clusters Score -171865.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -171894.156250 Penalty: 3625.037109
	Iteration 5Q: 3 clusters Score -171894.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -171929.468750 Penalty: 3625.037109
	Iteration 6Q: 3 clusters Score -171929.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -171960.765625 Penalty: 3625.037109
	Iteration 7Q: 3 clusters Score -171960.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -171989.390625 Penalty: 3625.037109
	Iteration 8Q: 3 clusters Score -171989.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -172017.437500 Penalty: 3625.037109
	Iteration 9Q: 3 clusters Score -172017.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -172032.078125 Penalty: 3625.037109
	Iteration 10Q: 3 clusters Score -172032.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -172053.984375 Penalty: 3625.037109
	Iteration 11Q: 3 clusters Score -172054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -172068.187500 Penalty: 3625.037109
	Iteration 12Q: 3 clusters Score -172068.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -172082.859375 Penalty: 3625.037109
	Iteration 13Q: 3 clusters Score -172082.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -172093.031250 Penalty: 3625.037109
	Iteration 14Q: 3 clusters Score -172093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -172103.843750 Penalty: 3625.037109
	Iteration 15Q: 3 clusters Score -172103.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -172110.843750 Penalty: 3625.037109
	Iteration 16Q: 3 clusters Score -172110.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -172114.359375 Penalty: 3625.037109
	Iteration 17Q: 3 clusters Score -172114.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -172115.000000 Penalty: 3625.037109
	Iteration 18Q: 3 clusters Score -172115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -172116.843750 Penalty: 3625.037109
	Iteration 19Q: 3 clusters Score -172116.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -172117.578125 Penalty: 3625.037109
	Iteration 20F: 3 clusters Score -172117.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -172120.156250 Penalty: 3625.037109
	Iteration 21Q: 3 clusters Score -172120.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -172120.156250 Penalty: 3625.037109
	Iteration 22F: 3 clusters Score -172120.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Entering Unmasked Estep 
Score: -1504732.375000 Penalty: 2314.627930
	Iteration 0F: 2 clusters Score -1504732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1496186.500000 Penalty: 4629.255859
	Iteration 0F: 3 clusters Score -1496186 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1498688.750000 Penalty: 4629.255859
	Iteration 1F: 3 clusters Score -1498689 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1498999.500000 Penalty: 4629.255859
	Iteration 2F: 3 clusters Score -1499000 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1499213.625000 Penalty: 4629.255859
	Iteration 3Q: 3 clusters Score -1499214 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1499346.250000 Penalty: 4629.255859
	Iteration 4Q: 3 clusters Score -1499346 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1499451.375000 Penalty: 4629.255859
	Iteration 5Q: 3 clusters Score -1499451 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1499535.500000 Penalty: 4629.255859
	Iteration 6Q: 3 clusters Score -1499536 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1499606.375000 Penalty: 4629.255859
	Iteration 7Q: 3 clusters Score -1499606 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1499668.625000 Penalty: 4629.255859
	Iteration 8Q: 3 clusters Score -1499669 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1499723.625000 Penalty: 4629.255859
	Iteration 9Q: 3 clusters Score -1499724 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1499781.250000 Penalty: 4629.255859
	Iteration 10Q: 3 clusters Score -1499781 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1499848.500000 Penalty: 4629.255859
	Iteration 11Q: 3 clusters Score -1499848 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1499902.125000 Penalty: 4629.255859
	Iteration 12Q: 3 clusters Score -1499902 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1499967.250000 Penalty: 4629.255859
	Iteration 13Q: 3 clusters Score -1499967 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1500029.625000 Penalty: 4629.255859
	Iteration 14Q: 3 clusters Score -1500030 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1500095.500000 Penalty: 4629.255859
	Iteration 15Q: 3 clusters Score -1500096 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1500190.750000 Penalty: 4629.255859
	Iteration 16Q: 3 clusters Score -1500191 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1500295.125000 Penalty: 4629.255859
	Iteration 17Q: 3 clusters Score -1500295 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1500442.375000 Penalty: 4629.255859
	Iteration 18Q: 3 clusters Score -1500442 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1500608.750000 Penalty: 4629.255859
	Iteration 19Q: 3 clusters Score -1500609 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1500794.625000 Penalty: 4629.255859
	Iteration 20F: 3 clusters Score -1500795 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1501032.875000 Penalty: 4629.255859
	Iteration 21Q: 3 clusters Score -1501033 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1501299.750000 Penalty: 4629.255859
	Iteration 22Q: 3 clusters Score -1501300 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1501569.375000 Penalty: 4629.255859
	Iteration 23Q: 3 clusters Score -1501569 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1501855.875000 Penalty: 4629.255859
	Iteration 24Q: 3 clusters Score -1501856 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1502090.125000 Penalty: 4629.255859
	Iteration 25Q: 3 clusters Score -1502090 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1502286.125000 Penalty: 4629.255859
	Iteration 26Q: 3 clusters Score -1502286 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1502429.500000 Penalty: 4629.255859
	Iteration 27Q: 3 clusters Score -1502430 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1502517.500000 Penalty: 4629.255859
	Iteration 28Q: 3 clusters Score -1502518 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1502580.750000 Penalty: 4629.255859
	Iteration 29Q: 3 clusters Score -1502581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1502615.500000 Penalty: 4629.255859
	Iteration 30Q: 3 clusters Score -1502616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1502633.625000 Penalty: 4629.255859
	Iteration 31Q: 3 clusters Score -1502634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1502642.875000 Penalty: 4629.255859
	Iteration 32Q: 3 clusters Score -1502643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1502647.375000 Penalty: 4629.255859
	Iteration 33Q: 3 clusters Score -1502647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1502652.625000 Penalty: 4629.255859
	Iteration 34Q: 3 clusters Score -1502653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1502659.750000 Penalty: 4629.255859
	Iteration 35Q: 3 clusters Score -1502660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1502660.625000 Penalty: 4629.255859
	Iteration 36Q: 3 clusters Score -1502661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1502661.375000 Penalty: 4629.255859
	Iteration 37Q: 3 clusters Score -1502661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1502661.375000 Penalty: 4629.255859
	Iteration 38F: 3 clusters Score -1502661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Entering Unmasked Estep 
Score: -1818207.125000 Penalty: 2363.195068
	Iteration 0F: 2 clusters Score -1818207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1808099.000000 Penalty: 4726.390137
	Iteration 0F: 3 clusters Score -1808099 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1811160.625000 Penalty: 4726.390137
	Iteration 1F: 3 clusters Score -1811161 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1811505.500000 Penalty: 4726.390137
	Iteration 2F: 3 clusters Score -1811506 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1811753.625000 Penalty: 4726.390137
	Iteration 3Q: 3 clusters Score -1811754 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1811947.125000 Penalty: 4726.390137
	Iteration 4Q: 3 clusters Score -1811947 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1812122.000000 Penalty: 4726.390137
	Iteration 5Q: 3 clusters Score -1812122 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1812290.875000 Penalty: 4726.390137
	Iteration 6Q: 3 clusters Score -1812291 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1812479.000000 Penalty: 4726.390137
	Iteration 7Q: 3 clusters Score -1812479 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1812672.125000 Penalty: 4726.390137
	Iteration 8Q: 3 clusters Score -1812672 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1812868.500000 Penalty: 4726.390137
	Iteration 9Q: 3 clusters Score -1812868 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1813088.750000 Penalty: 4726.390137
	Iteration 10Q: 3 clusters Score -1813089 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1813351.625000 Penalty: 4726.390137
	Iteration 11Q: 3 clusters Score -1813352 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1813681.250000 Penalty: 4726.390137
	Iteration 12Q: 3 clusters Score -1813681 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1814084.125000 Penalty: 4726.390137
	Iteration 13Q: 3 clusters Score -1814084 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1814504.125000 Penalty: 4726.390137
	Iteration 14Q: 3 clusters Score -1814504 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1814838.625000 Penalty: 4726.390137
	Iteration 15Q: 3 clusters Score -1814839 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1815103.875000 Penalty: 4726.390137
	Iteration 16Q: 3 clusters Score -1815104 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1815309.625000 Penalty: 4726.390137
	Iteration 17Q: 3 clusters Score -1815310 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1815485.625000 Penalty: 4726.390137
	Iteration 18Q: 3 clusters Score -1815486 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1815614.875000 Penalty: 4726.390137
	Iteration 19Q: 3 clusters Score -1815615 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1815747.750000 Penalty: 4726.390137
	Iteration 20F: 3 clusters Score -1815748 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1815843.875000 Penalty: 4726.390137
	Iteration 21Q: 3 clusters Score -1815844 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1815910.875000 Penalty: 4726.390137
	Iteration 22Q: 3 clusters Score -1815911 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1815947.375000 Penalty: 4726.390137
	Iteration 23Q: 3 clusters Score -1815947 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1815985.750000 Penalty: 4726.390137
	Iteration 24Q: 3 clusters Score -1815986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1816013.750000 Penalty: 4726.390137
	Iteration 25Q: 3 clusters Score -1816014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -1816041.000000 Penalty: 4726.390137
	Iteration 26Q: 3 clusters Score -1816041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1816054.875000 Penalty: 4726.390137
	Iteration 27Q: 3 clusters Score -1816055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1816070.125000 Penalty: 4726.390137
	Iteration 28Q: 3 clusters Score -1816070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1816072.375000 Penalty: 4726.390137
	Iteration 29Q: 3 clusters Score -1816072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1816082.750000 Penalty: 4726.390137
	Iteration 30Q: 3 clusters Score -1816083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1816096.375000 Penalty: 4726.390137
	Iteration 31Q: 3 clusters Score -1816096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1816105.125000 Penalty: 4726.390137
	Iteration 32Q: 3 clusters Score -1816105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1816104.125000 Penalty: 4726.390137
	Iteration 33Q: 3 clusters Score -1816104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1816107.750000 Penalty: 4726.390137
	Iteration 34Q: 3 clusters Score -1816108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1816117.625000 Penalty: 4726.390137
	Iteration 35Q: 3 clusters Score -1816118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1816118.875000 Penalty: 4726.390137
	Iteration 36Q: 3 clusters Score -1816119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1816121.250000 Penalty: 4726.390137
	Iteration 37Q: 3 clusters Score -1816121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1816123.875000 Penalty: 4726.390137
	Iteration 38Q: 3 clusters Score -1816124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1816124.375000 Penalty: 4726.390137
	Iteration 39Q: 3 clusters Score -1816124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1816126.125000 Penalty: 4726.390137
	Iteration 40F: 3 clusters Score -1816126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1816127.125000 Penalty: 4726.390137
	Iteration 41Q: 3 clusters Score -1816127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1816127.125000 Penalty: 4726.390137
	Iteration 42F: 3 clusters Score -1816127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (67923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67923 members 
Entering Unmasked Estep 
Score: -8703341.000000 Penalty: 2759.280273
	Iteration 0F: 2 clusters Score -8703341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -8657979.000000 Penalty: 5518.560547
	Iteration 0F: 3 clusters Score -8657979 nChanged 31718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -8675601.000000 Penalty: 5518.560547
	Iteration 1F: 3 clusters Score -8675601 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -8676147.000000 Penalty: 5518.560547
	Iteration 2Q: 3 clusters Score -8676147 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -8676605.000000 Penalty: 5518.560547
	Iteration 3Q: 3 clusters Score -8676605 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -8677133.000000 Penalty: 5518.560547
	Iteration 4Q: 3 clusters Score -8677133 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -8677760.000000 Penalty: 5518.560547
	Iteration 5Q: 3 clusters Score -8677760 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -8678613.000000 Penalty: 5518.560547
	Iteration 6Q: 3 clusters Score -8678613 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -8679919.000000 Penalty: 5518.560547
	Iteration 7Q: 3 clusters Score -8679919 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -8682127.000000 Penalty: 5518.560547
	Iteration 8F: 3 clusters Score -8682127 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -8685750.000000 Penalty: 5518.560547
	Iteration 9F: 3 clusters Score -8685750 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55940 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -8690180.000000 Penalty: 5518.560547
	Iteration 10F: 3 clusters Score -8690180 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -8694202.000000 Penalty: 5518.560547
	Iteration 11F: 3 clusters Score -8694202 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -8697045.000000 Penalty: 5518.560547
	Iteration 12Q: 3 clusters Score -8697045 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -8698739.000000 Penalty: 5518.560547
	Iteration 13Q: 3 clusters Score -8698739 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8699648.000000 Penalty: 5518.560547
	Iteration 14Q: 3 clusters Score -8699648 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66411 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8700112.000000 Penalty: 5518.560547
	Iteration 15Q: 3 clusters Score -8700112 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66705 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8700381.000000 Penalty: 5518.560547
	Iteration 16Q: 3 clusters Score -8700381 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66896 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8700538.000000 Penalty: 5518.560547
	Iteration 17Q: 3 clusters Score -8700538 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67031 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8700643.000000 Penalty: 5518.560547
	Iteration 18Q: 3 clusters Score -8700643 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8700712.000000 Penalty: 5518.560547
	Iteration 19Q: 3 clusters Score -8700712 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8700773.000000 Penalty: 5518.560547
	Iteration 20F: 3 clusters Score -8700773 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67214 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8700824.000000 Penalty: 5518.560547
	Iteration 21Q: 3 clusters Score -8700824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67236 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8700843.000000 Penalty: 5518.560547
	Iteration 22Q: 3 clusters Score -8700843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67252 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8700859.000000 Penalty: 5518.560547
	Iteration 23Q: 3 clusters Score -8700859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67271 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8700873.000000 Penalty: 5518.560547
	Iteration 24Q: 3 clusters Score -8700873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67286 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8700885.000000 Penalty: 5518.560547
	Iteration 25Q: 3 clusters Score -8700885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67304 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8700904.000000 Penalty: 5518.560547
	Iteration 26Q: 3 clusters Score -8700904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67319 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8700914.000000 Penalty: 5518.560547
	Iteration 27Q: 3 clusters Score -8700914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67332 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8700935.000000 Penalty: 5518.560547
	Iteration 28Q: 3 clusters Score -8700935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67344 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8700945.000000 Penalty: 5518.560547
	Iteration 29Q: 3 clusters Score -8700945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67350 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8700948.000000 Penalty: 5518.560547
	Iteration 30Q: 3 clusters Score -8700948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8700946.000000 Penalty: 5518.560547
	Iteration 31Q: 3 clusters Score -8700946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8700951.000000 Penalty: 5518.560547
	Iteration 32Q: 3 clusters Score -8700951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8700946.000000 Penalty: 5518.560547
	Iteration 33Q: 3 clusters Score -8700946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8700945.000000 Penalty: 5518.560547
	Iteration 34Q: 3 clusters Score -8700945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8700947.000000 Penalty: 5518.560547
	Iteration 35Q: 3 clusters Score -8700947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8700949.000000 Penalty: 5518.560547
	Iteration 36Q: 3 clusters Score -8700949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67360 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8700950.000000 Penalty: 5518.560547
	Iteration 37Q: 3 clusters Score -8700950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8700950.000000 Penalty: 5518.560547
	Iteration 38Q: 3 clusters Score -8700950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8700950.000000 Penalty: 5518.560547
	Iteration 39F: 3 clusters Score -8700950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Entering Unmasked Estep 
Score: -4904326.000000 Penalty: 2616.579102
	Iteration 0F: 2 clusters Score -4904326 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 19007 members 
Entering Unmasked Estep 
Score: -4878333.000000 Penalty: 5233.158203
	Iteration 0F: 3 clusters Score -4878333 nChanged 17406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -4887896.500000 Penalty: 5233.158203
	Iteration 1F: 3 clusters Score -4887896 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -4888599.000000 Penalty: 5233.158203
	Iteration 2Q: 3 clusters Score -4888599 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -4889481.500000 Penalty: 5233.158203
	Iteration 3F: 3 clusters Score -4889482 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -4890686.500000 Penalty: 5233.158203
	Iteration 4F: 3 clusters Score -4890686 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -4892328.000000 Penalty: 5233.158203
	Iteration 5F: 3 clusters Score -4892328 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -4894260.000000 Penalty: 5233.158203
	Iteration 6F: 3 clusters Score -4894260 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -4896422.500000 Penalty: 5233.158203
	Iteration 7F: 3 clusters Score -4896422 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -4898500.500000 Penalty: 5233.158203
	Iteration 8F: 3 clusters Score -4898500 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -4900115.000000 Penalty: 5233.158203
	Iteration 9Q: 3 clusters Score -4900115 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -4901020.000000 Penalty: 5233.158203
	Iteration 10Q: 3 clusters Score -4901020 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -4901493.500000 Penalty: 5233.158203
	Iteration 11Q: 3 clusters Score -4901494 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4901782.000000 Penalty: 5233.158203
	Iteration 12Q: 3 clusters Score -4901782 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4901965.500000 Penalty: 5233.158203
	Iteration 13Q: 3 clusters Score -4901966 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4902104.000000 Penalty: 5233.158203
	Iteration 14Q: 3 clusters Score -4902104 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4902186.500000 Penalty: 5233.158203
	Iteration 15Q: 3 clusters Score -4902186 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4902239.000000 Penalty: 5233.158203
	Iteration 16Q: 3 clusters Score -4902239 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4902281.500000 Penalty: 5233.158203
	Iteration 17Q: 3 clusters Score -4902282 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4902311.500000 Penalty: 5233.158203
	Iteration 18Q: 3 clusters Score -4902312 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4902342.500000 Penalty: 5233.158203
	Iteration 19Q: 3 clusters Score -4902342 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4902367.500000 Penalty: 5233.158203
	Iteration 20F: 3 clusters Score -4902368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4902389.000000 Penalty: 5233.158203
	Iteration 21Q: 3 clusters Score -4902389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4902400.500000 Penalty: 5233.158203
	Iteration 22Q: 3 clusters Score -4902400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4902416.500000 Penalty: 5233.158203
	Iteration 23Q: 3 clusters Score -4902416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4902434.000000 Penalty: 5233.158203
	Iteration 24Q: 3 clusters Score -4902434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4902439.000000 Penalty: 5233.158203
	Iteration 25Q: 3 clusters Score -4902439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4902447.500000 Penalty: 5233.158203
	Iteration 26Q: 3 clusters Score -4902448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4902452.000000 Penalty: 5233.158203
	Iteration 27Q: 3 clusters Score -4902452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4902463.500000 Penalty: 5233.158203
	Iteration 28Q: 3 clusters Score -4902464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4902469.500000 Penalty: 5233.158203
	Iteration 29Q: 3 clusters Score -4902470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4902478.000000 Penalty: 5233.158203
	Iteration 30Q: 3 clusters Score -4902478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4902493.500000 Penalty: 5233.158203
	Iteration 31Q: 3 clusters Score -4902494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4902500.000000 Penalty: 5233.158203
	Iteration 32Q: 3 clusters Score -4902500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4902509.000000 Penalty: 5233.158203
	Iteration 33Q: 3 clusters Score -4902509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4902509.500000 Penalty: 5233.158203
	Iteration 34Q: 3 clusters Score -4902510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4902505.000000 Penalty: 5233.158203
	Iteration 35Q: 3 clusters Score -4902505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4902509.500000 Penalty: 5233.158203
	Iteration 36Q: 3 clusters Score -4902510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4902512.500000 Penalty: 5233.158203
	Iteration 37Q: 3 clusters Score -4902512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4902515.500000 Penalty: 5233.158203
	Iteration 38Q: 3 clusters Score -4902516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4902518.500000 Penalty: 5233.158203
	Iteration 39Q: 3 clusters Score -4902518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4902515.000000 Penalty: 5233.158203
	Iteration 40F: 3 clusters Score -4902515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4902522.500000 Penalty: 5233.158203
	Iteration 41Q: 3 clusters Score -4902522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4902525.000000 Penalty: 5233.158203
	Iteration 42Q: 3 clusters Score -4902525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4902527.500000 Penalty: 5233.158203
	Iteration 43Q: 3 clusters Score -4902528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4902528.500000 Penalty: 5233.158203
	Iteration 44Q: 3 clusters Score -4902528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4902530.000000 Penalty: 5233.158203
	Iteration 45Q: 3 clusters Score -4902530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4902535.500000 Penalty: 5233.158203
	Iteration 46Q: 3 clusters Score -4902536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4902535.500000 Penalty: 5233.158203
	Iteration 47Q: 3 clusters Score -4902536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4902532.000000 Penalty: 5233.158203
	Iteration 48Q: 3 clusters Score -4902532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4902533.500000 Penalty: 5233.158203
	Iteration 49Q: 3 clusters Score -4902534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4902533.500000 Penalty: 5233.158203
	Iteration 50F: 3 clusters Score -4902534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 46234 members 
Mstep: Class 3 contains 24795 members 
Mstep: Class 5 contains 18444 members 
Mstep: Class 6 contains 62842 members 
Mstep: Class 7 contains 1080 members 
Mstep: Class 9 contains 466 members 
Mstep: Class 10 contains 34497 members 
Mstep: Class 11 contains 7776 members 
Mstep: Class 13 contains 3566 members 
Mstep: Class 15 contains 410 members 
Mstep: Class 16 contains 7071 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 11307 members 
Mstep: Class 19 contains 13753 members 
Mstep: Class 21 contains 67923 members 
Mstep: Class 22 contains 38205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90779928.000000 Penalty: 80247.148438
Iteration 39Q: 25 clusters Score -9.077993e+07 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 47239 members 
Mstep: Class 3 contains 25069 members 
Mstep: Class 4 contains 18607 members 
Mstep: Class 5 contains 18425 members 
Mstep: Class 6 contains 63255 members 
Mstep: Class 7 contains 1080 members 
Mstep: Class 8 contains 357 members 
Mstep: Class 9 contains 467 members 
Mstep: Class 10 contains 34038 members 
Mstep: Class 11 contains 8218 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 4064 members 
Mstep: Class 14 contains 4546 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 7069 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 11474 members 
Mstep: Class 19 contains 13778 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 67276 members 
Mstep: Class 22 contains 38370 members 
Mstep: Class 23 contains 335446 members 
Mstep: Class 24 contains 4564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90786616.000000 Penalty: 80247.148438
Iteration 40F: 25 clusters Score -9.078662e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 46935 members 
Mstep: Class 3 contains 25019 members 
Mstep: Class 4 contains 18741 members 
Mstep: Class 5 contains 18207 members 
Mstep: Class 6 contains 63138 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33586 members 
Mstep: Class 11 contains 8501 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 4424 members 
Mstep: Class 14 contains 4808 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 7069 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 11480 members 
Mstep: Class 19 contains 13769 members 
Mstep: Class 20 contains 1247 members 
Mstep: Class 21 contains 66458 members 
Mstep: Class 22 contains 38363 members 
Mstep: Class 23 contains 336373 members 
Mstep: Class 24 contains 4579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90785920.000000 Penalty: 80247.148438
Iteration 41Q: 25 clusters Score -9.078592e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 46793 members 
Mstep: Class 3 contains 24998 members 
Mstep: Class 4 contains 18906 members 
Mstep: Class 5 contains 18142 members 
Mstep: Class 6 contains 63178 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33381 members 
Mstep: Class 11 contains 8685 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 4762 members 
Mstep: Class 14 contains 4908 members 
Mstep: Class 15 contains 447 members 
Mstep: Class 16 contains 7066 members 
Mstep: Class 17 contains 1495 members 
Mstep: Class 18 contains 11523 members 
Mstep: Class 19 contains 13800 members 
Mstep: Class 20 contains 1268 members 
Mstep: Class 21 contains 65913 members 
Mstep: Class 22 contains 38414 members 
Mstep: Class 23 contains 336392 members 
Mstep: Class 24 contains 4582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90786360.000000 Penalty: 80247.148438
Iteration 42Q: 25 clusters Score -9.078636e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 46719 members 
Mstep: Class 3 contains 24972 members 
Mstep: Class 4 contains 19093 members 
Mstep: Class 5 contains 18104 members 
Mstep: Class 6 contains 63243 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33233 members 
Mstep: Class 11 contains 8820 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 5073 members 
Mstep: Class 14 contains 4973 members 
Mstep: Class 15 contains 453 members 
Mstep: Class 16 contains 7053 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 11596 members 
Mstep: Class 19 contains 13840 members 
Mstep: Class 20 contains 1274 members 
Mstep: Class 21 contains 65541 members 
Mstep: Class 22 contains 38477 members 
Mstep: Class 23 contains 336111 members 
Mstep: Class 24 contains 4584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90787544.000000 Penalty: 80247.148438
Iteration 43Q: 25 clusters Score -9.078754e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 46628 members 
Mstep: Class 3 contains 24954 members 
Mstep: Class 4 contains 19265 members 
Mstep: Class 5 contains 18088 members 
Mstep: Class 6 contains 63270 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33167 members 
Mstep: Class 11 contains 8908 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 5354 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 7046 members 
Mstep: Class 17 contains 1505 members 
Mstep: Class 18 contains 11680 members 
Mstep: Class 19 contains 13880 members 
Mstep: Class 20 contains 1282 members 
Mstep: Class 21 contains 65203 members 
Mstep: Class 22 contains 38577 members 
Mstep: Class 23 contains 335812 members 
Mstep: Class 24 contains 4586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90788416.000000 Penalty: 80247.148438
Iteration 44Q: 25 clusters Score -9.078842e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 46517 members 
Mstep: Class 3 contains 24938 members 
Mstep: Class 4 contains 19437 members 
Mstep: Class 5 contains 18096 members 
Mstep: Class 6 contains 63266 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33100 members 
Mstep: Class 11 contains 8986 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 5624 members 
Mstep: Class 14 contains 5033 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 1509 members 
Mstep: Class 18 contains 11751 members 
Mstep: Class 19 contains 13911 members 
Mstep: Class 20 contains 1292 members 
Mstep: Class 21 contains 64927 members 
Mstep: Class 22 contains 38653 members 
Mstep: Class 23 contains 335576 members 
Mstep: Class 24 contains 4587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90789064.000000 Penalty: 80247.148438
Iteration 45Q: 25 clusters Score -9.078906e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 46389 members 
Mstep: Class 3 contains 24929 members 
Mstep: Class 4 contains 19596 members 
Mstep: Class 5 contains 18104 members 
Mstep: Class 6 contains 63319 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33056 members 
Mstep: Class 11 contains 9038 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 5826 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 7025 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 11809 members 
Mstep: Class 19 contains 13934 members 
Mstep: Class 20 contains 1304 members 
Mstep: Class 21 contains 64689 members 
Mstep: Class 22 contains 38718 members 
Mstep: Class 23 contains 335358 members 
Mstep: Class 24 contains 4588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90789600.000000 Penalty: 80247.148438
Iteration 46Q: 25 clusters Score -9.07896e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 46242 members 
Mstep: Class 3 contains 24921 members 
Mstep: Class 4 contains 19740 members 
Mstep: Class 5 contains 18108 members 
Mstep: Class 6 contains 63370 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33029 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 6002 members 
Mstep: Class 14 contains 5077 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 7022 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 11869 members 
Mstep: Class 19 contains 13966 members 
Mstep: Class 20 contains 1313 members 
Mstep: Class 21 contains 64462 members 
Mstep: Class 22 contains 38780 members 
Mstep: Class 23 contains 335142 members 
Mstep: Class 24 contains 4588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90790256.000000 Penalty: 80247.148438
Iteration 47Q: 25 clusters Score -9.079026e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 46107 members 
Mstep: Class 3 contains 24915 members 
Mstep: Class 4 contains 19871 members 
Mstep: Class 5 contains 18117 members 
Mstep: Class 6 contains 63407 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33025 members 
Mstep: Class 11 contains 9119 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 6137 members 
Mstep: Class 14 contains 5088 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 7014 members 
Mstep: Class 17 contains 1520 members 
Mstep: Class 18 contains 11925 members 
Mstep: Class 19 contains 13998 members 
Mstep: Class 20 contains 1320 members 
Mstep: Class 21 contains 64258 members 
Mstep: Class 22 contains 38818 members 
Mstep: Class 23 contains 335011 members 
Mstep: Class 24 contains 4588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90790488.000000 Penalty: 80247.148438
Iteration 48Q: 25 clusters Score -9.079049e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 45991 members 
Mstep: Class 3 contains 24921 members 
Mstep: Class 4 contains 20001 members 
Mstep: Class 5 contains 18128 members 
Mstep: Class 6 contains 63457 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33031 members 
Mstep: Class 11 contains 9150 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 6249 members 
Mstep: Class 14 contains 5089 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 7008 members 
Mstep: Class 17 contains 1520 members 
Mstep: Class 18 contains 11975 members 
Mstep: Class 19 contains 14023 members 
Mstep: Class 20 contains 1329 members 
Mstep: Class 21 contains 64104 members 
Mstep: Class 22 contains 38848 members 
Mstep: Class 23 contains 334832 members 
Mstep: Class 24 contains 4588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90790992.000000 Penalty: 80247.148438
Iteration 49Q: 25 clusters Score -9.079099e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 45859 members 
Mstep: Class 3 contains 24924 members 
Mstep: Class 4 contains 20117 members 
Mstep: Class 5 contains 18142 members 
Mstep: Class 6 contains 63504 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33037 members 
Mstep: Class 11 contains 9174 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 6338 members 
Mstep: Class 14 contains 5092 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 7003 members 
Mstep: Class 17 contains 1522 members 
Mstep: Class 18 contains 12012 members 
Mstep: Class 19 contains 14054 members 
Mstep: Class 20 contains 1336 members 
Mstep: Class 21 contains 63969 members 
Mstep: Class 22 contains 38884 members 
Mstep: Class 23 contains 334685 members 
Mstep: Class 24 contains 4588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90791152.000000 Penalty: 80247.148438
Iteration 50Q: 25 clusters Score -9.079115e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 45718 members 
Mstep: Class 3 contains 24933 members 
Mstep: Class 4 contains 20234 members 
Mstep: Class 5 contains 18148 members 
Mstep: Class 6 contains 63578 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33042 members 
Mstep: Class 11 contains 9197 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 6410 members 
Mstep: Class 14 contains 5097 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6997 members 
Mstep: Class 17 contains 1519 members 
Mstep: Class 18 contains 12037 members 
Mstep: Class 19 contains 14071 members 
Mstep: Class 20 contains 1344 members 
Mstep: Class 21 contains 63844 members 
Mstep: Class 22 contains 38913 members 
Mstep: Class 23 contains 334558 members 
Mstep: Class 24 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90791592.000000 Penalty: 80247.148438
Iteration 51Q: 25 clusters Score -9.079159e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 45591 members 
Mstep: Class 3 contains 24941 members 
Mstep: Class 4 contains 20326 members 
Mstep: Class 5 contains 18155 members 
Mstep: Class 6 contains 63659 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33029 members 
Mstep: Class 11 contains 9212 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 5097 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6994 members 
Mstep: Class 17 contains 1520 members 
Mstep: Class 18 contains 12059 members 
Mstep: Class 19 contains 14097 members 
Mstep: Class 20 contains 1353 members 
Mstep: Class 21 contains 63727 members 
Mstep: Class 22 contains 38933 members 
Mstep: Class 23 contains 334437 members 
Mstep: Class 24 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90791960.000000 Penalty: 80247.148438
Iteration 52Q: 25 clusters Score -9.079196e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 45504 members 
Mstep: Class 3 contains 24953 members 
Mstep: Class 4 contains 20390 members 
Mstep: Class 5 contains 18175 members 
Mstep: Class 6 contains 63712 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33013 members 
Mstep: Class 11 contains 9221 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 6578 members 
Mstep: Class 14 contains 5102 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6986 members 
Mstep: Class 17 contains 1519 members 
Mstep: Class 18 contains 12086 members 
Mstep: Class 19 contains 14123 members 
Mstep: Class 20 contains 1362 members 
Mstep: Class 21 contains 63625 members 
Mstep: Class 22 contains 38944 members 
Mstep: Class 23 contains 334334 members 
Mstep: Class 24 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90792312.000000 Penalty: 80247.148438
Iteration 53Q: 25 clusters Score -9.079231e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 45443 members 
Mstep: Class 3 contains 24968 members 
Mstep: Class 4 contains 20436 members 
Mstep: Class 5 contains 18184 members 
Mstep: Class 6 contains 63769 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33009 members 
Mstep: Class 11 contains 9228 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 5103 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6979 members 
Mstep: Class 17 contains 1522 members 
Mstep: Class 18 contains 12099 members 
Mstep: Class 19 contains 14135 members 
Mstep: Class 20 contains 1369 members 
Mstep: Class 21 contains 63545 members 
Mstep: Class 22 contains 38956 members 
Mstep: Class 23 contains 334231 members 
Mstep: Class 24 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90792408.000000 Penalty: 80247.148438
Iteration 54Q: 25 clusters Score -9.079241e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 45419 members 
Mstep: Class 3 contains 24990 members 
Mstep: Class 4 contains 20481 members 
Mstep: Class 5 contains 18186 members 
Mstep: Class 6 contains 63809 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33001 members 
Mstep: Class 11 contains 9233 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 6714 members 
Mstep: Class 14 contains 5113 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6973 members 
Mstep: Class 17 contains 1522 members 
Mstep: Class 18 contains 12122 members 
Mstep: Class 19 contains 14147 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 63494 members 
Mstep: Class 22 contains 38959 members 
Mstep: Class 23 contains 334105 members 
Mstep: Class 24 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90792368.000000 Penalty: 80247.148438
Iteration 55Q: 25 clusters Score -9.079237e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 45366 members 
Mstep: Class 3 contains 25009 members 
Mstep: Class 4 contains 20523 members 
Mstep: Class 5 contains 18190 members 
Mstep: Class 6 contains 63849 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33000 members 
Mstep: Class 11 contains 9239 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 6766 members 
Mstep: Class 14 contains 5118 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6965 members 
Mstep: Class 17 contains 1521 members 
Mstep: Class 18 contains 12141 members 
Mstep: Class 19 contains 14159 members 
Mstep: Class 20 contains 1380 members 
Mstep: Class 21 contains 63441 members 
Mstep: Class 22 contains 38959 members 
Mstep: Class 23 contains 334023 members 
Mstep: Class 24 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90792616.000000 Penalty: 80247.148438
Iteration 56Q: 25 clusters Score -9.079262e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 45324 members 
Mstep: Class 3 contains 25021 members 
Mstep: Class 4 contains 20565 members 
Mstep: Class 5 contains 18198 members 
Mstep: Class 6 contains 63881 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32994 members 
Mstep: Class 11 contains 9248 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 6809 members 
Mstep: Class 14 contains 5122 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 1521 members 
Mstep: Class 18 contains 12162 members 
Mstep: Class 19 contains 14175 members 
Mstep: Class 20 contains 1383 members 
Mstep: Class 21 contains 63379 members 
Mstep: Class 22 contains 38960 members 
Mstep: Class 23 contains 333952 members 
Mstep: Class 24 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90792784.000000 Penalty: 80247.148438
Iteration 57Q: 25 clusters Score -9.079278e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 45282 members 
Mstep: Class 3 contains 25033 members 
Mstep: Class 4 contains 20608 members 
Mstep: Class 5 contains 18194 members 
Mstep: Class 6 contains 63934 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32981 members 
Mstep: Class 11 contains 9262 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 6842 members 
Mstep: Class 14 contains 5124 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6956 members 
Mstep: Class 17 contains 1522 members 
Mstep: Class 18 contains 12171 members 
Mstep: Class 19 contains 14188 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 63337 members 
Mstep: Class 22 contains 38963 members 
Mstep: Class 23 contains 333877 members 
Mstep: Class 24 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90792888.000000 Penalty: 80247.148438
Iteration 58Q: 25 clusters Score -9.079289e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 45241 members 
Mstep: Class 3 contains 25048 members 
Mstep: Class 4 contains 20647 members 
Mstep: Class 5 contains 18198 members 
Mstep: Class 6 contains 63975 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32981 members 
Mstep: Class 11 contains 9268 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 5127 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6950 members 
Mstep: Class 17 contains 1524 members 
Mstep: Class 18 contains 12173 members 
Mstep: Class 19 contains 14195 members 
Mstep: Class 20 contains 1387 members 
Mstep: Class 21 contains 63295 members 
Mstep: Class 22 contains 38969 members 
Mstep: Class 23 contains 333814 members 
Mstep: Class 24 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793072.000000 Penalty: 80247.148438
Iteration 59Q: 25 clusters Score -9.079307e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 45195 members 
Mstep: Class 3 contains 25069 members 
Mstep: Class 4 contains 20687 members 
Mstep: Class 5 contains 18193 members 
Mstep: Class 6 contains 64034 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32975 members 
Mstep: Class 11 contains 9275 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 6901 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6944 members 
Mstep: Class 17 contains 1527 members 
Mstep: Class 18 contains 12175 members 
Mstep: Class 19 contains 14199 members 
Mstep: Class 20 contains 1391 members 
Mstep: Class 21 contains 63241 members 
Mstep: Class 22 contains 38970 members 
Mstep: Class 23 contains 333759 members 
Mstep: Class 24 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793280.000000 Penalty: 80247.148438
Iteration 60F: 25 clusters Score -9.079328e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 45165 members 
Mstep: Class 3 contains 25072 members 
Mstep: Class 4 contains 20731 members 
Mstep: Class 5 contains 18179 members 
Mstep: Class 6 contains 64044 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32968 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 6950 members 
Mstep: Class 14 contains 5134 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6940 members 
Mstep: Class 17 contains 1528 members 
Mstep: Class 18 contains 12180 members 
Mstep: Class 19 contains 14203 members 
Mstep: Class 20 contains 1395 members 
Mstep: Class 21 contains 63190 members 
Mstep: Class 22 contains 38974 members 
Mstep: Class 23 contains 333729 members 
Mstep: Class 24 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793384.000000 Penalty: 80247.148438
Iteration 61Q: 25 clusters Score -9.079338e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 45128 members 
Mstep: Class 3 contains 25068 members 
Mstep: Class 4 contains 20771 members 
Mstep: Class 5 contains 18176 members 
Mstep: Class 6 contains 64069 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32965 members 
Mstep: Class 11 contains 9290 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 6992 members 
Mstep: Class 14 contains 5135 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6937 members 
Mstep: Class 17 contains 1529 members 
Mstep: Class 18 contains 12183 members 
Mstep: Class 19 contains 14208 members 
Mstep: Class 20 contains 1401 members 
Mstep: Class 21 contains 63155 members 
Mstep: Class 22 contains 38978 members 
Mstep: Class 23 contains 333685 members 
Mstep: Class 24 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793328.000000 Penalty: 80247.148438
Iteration 62Q: 25 clusters Score -9.079333e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 45095 members 
Mstep: Class 3 contains 25075 members 
Mstep: Class 4 contains 20806 members 
Mstep: Class 5 contains 18179 members 
Mstep: Class 6 contains 64090 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32963 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7031 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6933 members 
Mstep: Class 17 contains 1528 members 
Mstep: Class 18 contains 12186 members 
Mstep: Class 19 contains 14211 members 
Mstep: Class 20 contains 1404 members 
Mstep: Class 21 contains 63120 members 
Mstep: Class 22 contains 38982 members 
Mstep: Class 23 contains 333635 members 
Mstep: Class 24 contains 4592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793352.000000 Penalty: 80247.148438
Iteration 63Q: 25 clusters Score -9.079335e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 45064 members 
Mstep: Class 3 contains 25081 members 
Mstep: Class 4 contains 20832 members 
Mstep: Class 5 contains 18187 members 
Mstep: Class 6 contains 64119 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32966 members 
Mstep: Class 11 contains 9291 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7053 members 
Mstep: Class 14 contains 5139 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6932 members 
Mstep: Class 17 contains 1526 members 
Mstep: Class 18 contains 12191 members 
Mstep: Class 19 contains 14214 members 
Mstep: Class 20 contains 1407 members 
Mstep: Class 21 contains 63083 members 
Mstep: Class 22 contains 38981 members 
Mstep: Class 23 contains 333601 members 
Mstep: Class 24 contains 4592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793304.000000 Penalty: 80247.148438
Iteration 64Q: 25 clusters Score -9.07933e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 45033 members 
Mstep: Class 3 contains 25080 members 
Mstep: Class 4 contains 20857 members 
Mstep: Class 5 contains 18195 members 
Mstep: Class 6 contains 64143 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32971 members 
Mstep: Class 11 contains 9290 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7083 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6932 members 
Mstep: Class 17 contains 1527 members 
Mstep: Class 18 contains 12196 members 
Mstep: Class 19 contains 14221 members 
Mstep: Class 20 contains 1411 members 
Mstep: Class 21 contains 63046 members 
Mstep: Class 22 contains 38982 members 
Mstep: Class 23 contains 333565 members 
Mstep: Class 24 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793440.000000 Penalty: 80247.148438
Iteration 65Q: 25 clusters Score -9.079344e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 45002 members 
Mstep: Class 3 contains 25086 members 
Mstep: Class 4 contains 20886 members 
Mstep: Class 5 contains 18193 members 
Mstep: Class 6 contains 64157 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32980 members 
Mstep: Class 11 contains 9291 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7104 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6931 members 
Mstep: Class 17 contains 1527 members 
Mstep: Class 18 contains 12197 members 
Mstep: Class 19 contains 14223 members 
Mstep: Class 20 contains 1415 members 
Mstep: Class 21 contains 63025 members 
Mstep: Class 22 contains 38982 members 
Mstep: Class 23 contains 333536 members 
Mstep: Class 24 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793528.000000 Penalty: 80247.148438
Iteration 66Q: 25 clusters Score -9.079353e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 44970 members 
Mstep: Class 3 contains 25093 members 
Mstep: Class 4 contains 20907 members 
Mstep: Class 5 contains 18191 members 
Mstep: Class 6 contains 64175 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32985 members 
Mstep: Class 11 contains 9295 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7121 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6929 members 
Mstep: Class 17 contains 1529 members 
Mstep: Class 18 contains 12198 members 
Mstep: Class 19 contains 14225 members 
Mstep: Class 20 contains 1419 members 
Mstep: Class 21 contains 63012 members 
Mstep: Class 22 contains 38989 members 
Mstep: Class 23 contains 333505 members 
Mstep: Class 24 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793592.000000 Penalty: 80247.148438
Iteration 67Q: 25 clusters Score -9.079359e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 44947 members 
Mstep: Class 3 contains 25097 members 
Mstep: Class 4 contains 20920 members 
Mstep: Class 5 contains 18194 members 
Mstep: Class 6 contains 64182 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32986 members 
Mstep: Class 11 contains 9297 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7137 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6925 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 12202 members 
Mstep: Class 19 contains 14224 members 
Mstep: Class 20 contains 1424 members 
Mstep: Class 21 contains 63002 members 
Mstep: Class 22 contains 38994 members 
Mstep: Class 23 contains 333483 members 
Mstep: Class 24 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793512.000000 Penalty: 80247.148438
Iteration 68Q: 25 clusters Score -9.079351e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 44926 members 
Mstep: Class 3 contains 25098 members 
Mstep: Class 4 contains 20932 members 
Mstep: Class 5 contains 18188 members 
Mstep: Class 6 contains 64192 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32992 members 
Mstep: Class 11 contains 9295 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7156 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6920 members 
Mstep: Class 17 contains 1533 members 
Mstep: Class 18 contains 12205 members 
Mstep: Class 19 contains 14222 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 62995 members 
Mstep: Class 22 contains 38998 members 
Mstep: Class 23 contains 333466 members 
Mstep: Class 24 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793568.000000 Penalty: 80247.148438
Iteration 69Q: 25 clusters Score -9.079357e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 44903 members 
Mstep: Class 3 contains 25100 members 
Mstep: Class 4 contains 20949 members 
Mstep: Class 5 contains 18184 members 
Mstep: Class 6 contains 64203 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32992 members 
Mstep: Class 11 contains 9297 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6920 members 
Mstep: Class 17 contains 1533 members 
Mstep: Class 18 contains 12205 members 
Mstep: Class 19 contains 14223 members 
Mstep: Class 20 contains 1433 members 
Mstep: Class 21 contains 62981 members 
Mstep: Class 22 contains 39003 members 
Mstep: Class 23 contains 333449 members 
Mstep: Class 24 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793664.000000 Penalty: 80247.148438
Iteration 70Q: 25 clusters Score -9.079366e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 44882 members 
Mstep: Class 3 contains 25103 members 
Mstep: Class 4 contains 20963 members 
Mstep: Class 5 contains 18181 members 
Mstep: Class 6 contains 64226 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32998 members 
Mstep: Class 11 contains 9297 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7185 members 
Mstep: Class 14 contains 5140 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6919 members 
Mstep: Class 17 contains 1534 members 
Mstep: Class 18 contains 12206 members 
Mstep: Class 19 contains 14224 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 62975 members 
Mstep: Class 22 contains 39004 members 
Mstep: Class 23 contains 333421 members 
Mstep: Class 24 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793720.000000 Penalty: 80247.148438
Iteration 71Q: 25 clusters Score -9.079372e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 44858 members 
Mstep: Class 3 contains 25103 members 
Mstep: Class 4 contains 20982 members 
Mstep: Class 5 contains 18177 members 
Mstep: Class 6 contains 64246 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33003 members 
Mstep: Class 11 contains 9297 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7195 members 
Mstep: Class 14 contains 5141 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6917 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 12204 members 
Mstep: Class 19 contains 14224 members 
Mstep: Class 20 contains 1438 members 
Mstep: Class 21 contains 62968 members 
Mstep: Class 22 contains 38999 members 
Mstep: Class 23 contains 333407 members 
Mstep: Class 24 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793760.000000 Penalty: 80247.148438
Iteration 72Q: 25 clusters Score -9.079376e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 44837 members 
Mstep: Class 3 contains 25111 members 
Mstep: Class 4 contains 20998 members 
Mstep: Class 5 contains 18177 members 
Mstep: Class 6 contains 64274 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33001 members 
Mstep: Class 11 contains 9301 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7201 members 
Mstep: Class 14 contains 5142 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6915 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 12205 members 
Mstep: Class 19 contains 14223 members 
Mstep: Class 20 contains 1439 members 
Mstep: Class 21 contains 62959 members 
Mstep: Class 22 contains 38995 members 
Mstep: Class 23 contains 333379 members 
Mstep: Class 24 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793792.000000 Penalty: 80247.148438
Iteration 73Q: 25 clusters Score -9.079379e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 44821 members 
Mstep: Class 3 contains 25120 members 
Mstep: Class 4 contains 21007 members 
Mstep: Class 5 contains 18176 members 
Mstep: Class 6 contains 64296 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33003 members 
Mstep: Class 11 contains 9304 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6913 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 12208 members 
Mstep: Class 19 contains 14224 members 
Mstep: Class 20 contains 1440 members 
Mstep: Class 21 contains 62949 members 
Mstep: Class 22 contains 38997 members 
Mstep: Class 23 contains 333352 members 
Mstep: Class 24 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793936.000000 Penalty: 80247.148438
Iteration 74Q: 25 clusters Score -9.079394e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 44806 members 
Mstep: Class 3 contains 25130 members 
Mstep: Class 4 contains 21014 members 
Mstep: Class 5 contains 18171 members 
Mstep: Class 6 contains 64323 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33006 members 
Mstep: Class 11 contains 9307 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6909 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 14225 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 62941 members 
Mstep: Class 22 contains 38994 members 
Mstep: Class 23 contains 333328 members 
Mstep: Class 24 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90793992.000000 Penalty: 80247.148438
Iteration 75Q: 25 clusters Score -9.079399e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 44786 members 
Mstep: Class 3 contains 25135 members 
Mstep: Class 4 contains 21021 members 
Mstep: Class 5 contains 18169 members 
Mstep: Class 6 contains 64342 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33007 members 
Mstep: Class 11 contains 9311 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7222 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6905 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 14224 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 62933 members 
Mstep: Class 22 contains 38997 members 
Mstep: Class 23 contains 333320 members 
Mstep: Class 24 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90794040.000000 Penalty: 80247.148438
Iteration 76Q: 25 clusters Score -9.079404e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 44762 members 
Mstep: Class 3 contains 25142 members 
Mstep: Class 4 contains 21030 members 
Mstep: Class 5 contains 18169 members 
Mstep: Class 6 contains 64366 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33008 members 
Mstep: Class 11 contains 9314 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7224 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6899 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 14223 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 62933 members 
Mstep: Class 22 contains 38996 members 
Mstep: Class 23 contains 333306 members 
Mstep: Class 24 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90794136.000000 Penalty: 80247.148438
Iteration 77Q: 25 clusters Score -9.079414e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 44756 members 
Mstep: Class 3 contains 25147 members 
Mstep: Class 4 contains 21037 members 
Mstep: Class 5 contains 18169 members 
Mstep: Class 6 contains 64380 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33007 members 
Mstep: Class 11 contains 9318 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7231 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6893 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 12209 members 
Mstep: Class 19 contains 14223 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 62931 members 
Mstep: Class 22 contains 38998 members 
Mstep: Class 23 contains 333286 members 
Mstep: Class 24 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90794136.000000 Penalty: 80247.148438
Iteration 78Q: 25 clusters Score -9.079414e+07 nChanged 77
Entering ConstructFrom: 
Score: -90794136.000000 Penalty: 80247.148438
Entering ConstructFrom: 
Trying to split cluster 1 (9121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Entering Unmasked Estep 
Score: -1109647.500000 Penalty: 2261.346924
	Iteration 0F: 2 clusters Score -1109648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1102466.500000 Penalty: 4522.693848
	Iteration 0F: 3 clusters Score -1102466 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1104579.875000 Penalty: 4522.693848
	Iteration 1F: 3 clusters Score -1104580 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1104900.375000 Penalty: 4522.693848
	Iteration 2F: 3 clusters Score -1104900 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1105139.125000 Penalty: 4522.693848
	Iteration 3F: 3 clusters Score -1105139 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1105377.625000 Penalty: 4522.693848
	Iteration 4Q: 3 clusters Score -1105378 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1105575.000000 Penalty: 4522.693848
	Iteration 5Q: 3 clusters Score -1105575 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1105730.125000 Penalty: 4522.693848
	Iteration 6Q: 3 clusters Score -1105730 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1105879.250000 Penalty: 4522.693848
	Iteration 7Q: 3 clusters Score -1105879 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1106039.875000 Penalty: 4522.693848
	Iteration 8Q: 3 clusters Score -1106040 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1106165.000000 Penalty: 4522.693848
	Iteration 9Q: 3 clusters Score -1106165 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1106301.750000 Penalty: 4522.693848
	Iteration 10Q: 3 clusters Score -1106302 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1106451.250000 Penalty: 4522.693848
	Iteration 11Q: 3 clusters Score -1106451 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1106606.500000 Penalty: 4522.693848
	Iteration 12Q: 3 clusters Score -1106606 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1106755.000000 Penalty: 4522.693848
	Iteration 13Q: 3 clusters Score -1106755 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1106868.625000 Penalty: 4522.693848
	Iteration 14Q: 3 clusters Score -1106869 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1106959.000000 Penalty: 4522.693848
	Iteration 15Q: 3 clusters Score -1106959 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1107041.500000 Penalty: 4522.693848
	Iteration 16Q: 3 clusters Score -1107042 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1107123.500000 Penalty: 4522.693848
	Iteration 17Q: 3 clusters Score -1107124 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1107191.875000 Penalty: 4522.693848
	Iteration 18Q: 3 clusters Score -1107192 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1107247.875000 Penalty: 4522.693848
	Iteration 19Q: 3 clusters Score -1107248 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1107286.375000 Penalty: 4522.693848
	Iteration 20F: 3 clusters Score -1107286 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1107318.375000 Penalty: 4522.693848
	Iteration 21Q: 3 clusters Score -1107318 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1107353.375000 Penalty: 4522.693848
	Iteration 22Q: 3 clusters Score -1107353 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1107385.875000 Penalty: 4522.693848
	Iteration 23Q: 3 clusters Score -1107386 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1107420.750000 Penalty: 4522.693848
	Iteration 24Q: 3 clusters Score -1107421 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1107445.250000 Penalty: 4522.693848
	Iteration 25Q: 3 clusters Score -1107445 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1107465.875000 Penalty: 4522.693848
	Iteration 26Q: 3 clusters Score -1107466 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1107492.000000 Penalty: 4522.693848
	Iteration 27Q: 3 clusters Score -1107492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1107513.500000 Penalty: 4522.693848
	Iteration 28Q: 3 clusters Score -1107514 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1107531.875000 Penalty: 4522.693848
	Iteration 29Q: 3 clusters Score -1107532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1107543.375000 Penalty: 4522.693848
	Iteration 30Q: 3 clusters Score -1107543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1107562.125000 Penalty: 4522.693848
	Iteration 31Q: 3 clusters Score -1107562 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1107586 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1107597.750000 Penalty: 4522.693848
	Iteration 33Q: 3 clusters Score -1107598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1107610.750000 Penalty: 4522.693848
	Iteration 34Q: 3 clusters Score -1107611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1107617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1107628.250000 Penalty: 4522.693848
	Iteration 36Q: 3 clusters Score -1107628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1107633.875000 Penalty: 4522.693848
	Iteration 37Q: 3 clusters Score -1107634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1107640.375000 Penalty: 4522.693848
	Iteration 38Q: 3 clusters Score -1107640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1107651.000000 Penalty: 4522.693848
	Iteration 39Q: 3 clusters Score -1107651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1107655.000000 Penalty: 4522.693848
	Iteration 40F: 3 clusters Score -1107655 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1107661.375000 Penalty: 4522.693848
	Iteration 41Q: 3 clusters Score -1107661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1107666.625000 Penalty: 4522.693848
	Iteration 42Q: 3 clusters Score -1107667 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1107682.375000 Penalty: 4522.693848
	Iteration 43Q: 3 clusters Score -1107682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1107690.000000 Penalty: 4522.693848
	Iteration 44Q: 3 clusters Score -1107690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1107697.125000 Penalty: 4522.693848
	Iteration 45Q: 3 clusters Score -1107697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1107702.500000 Penalty: 4522.693848
	Iteration 46Q: 3 clusters Score -1107702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1107713.375000 Penalty: 4522.693848
	Iteration 47Q: 3 clusters Score -1107713 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1107722.125000 Penalty: 4522.693848
	Iteration 48Q: 3 clusters Score -1107722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1107725.875000 Penalty: 4522.693848
	Iteration 49Q: 3 clusters Score -1107726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1107733.625000 Penalty: 4522.693848
	Iteration 50Q: 3 clusters Score -1107734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1107741.125000 Penalty: 4522.693848
	Iteration 51Q: 3 clusters Score -1107741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1107749.625000 Penalty: 4522.693848
	Iteration 52Q: 3 clusters Score -1107750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1107752.500000 Penalty: 4522.693848
	Iteration 53Q: 3 clusters Score -1107752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1107754.750000 Penalty: 4522.693848
	Iteration 54Q: 3 clusters Score -1107755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1107757.875000 Penalty: 4522.693848
	Iteration 55Q: 3 clusters Score -1107758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1107757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1107763.625000 Penalty: 4522.693848
	Iteration 57Q: 3 clusters Score -1107764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1107766.125000 Penalty: 4522.693848
	Iteration 58Q: 3 clusters Score -1107766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1107765.625000 Penalty: 4522.693848
	Iteration 59Q: 3 clusters Score -1107766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1107766 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1107773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1107779.375000 Penalty: 4522.693848
	Iteration 62Q: 3 clusters Score -1107779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1107781.000000 Penalty: 4522.693848
	Iteration 63Q: 3 clusters Score -1107781 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1107790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1107790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1107791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1107793 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1107798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1107801.875000 Penalty: 4522.693848
	Iteration 69Q: 3 clusters Score -1107802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1107803.125000 Penalty: 4522.693848
	Iteration 70Q: 3 clusters Score -1107803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1107806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1107807.375000 Penalty: 4522.693848
	Iteration 72Q: 3 clusters Score -1107807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1107807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1107806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1107809.750000 Penalty: 4522.693848
	Iteration 75Q: 3 clusters Score -1107810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1107808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1107810 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2467 members 
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Entering Unmasked Estep 
Score: -1107811.875000 Penalty: 4522.693848
	Iteration 78Q: 3 clusters Score -1107812 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2465 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1107808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1107809.625000 Penalty: 4522.693848
	Iteration 80F: 3 clusters Score -1107810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1107812.375000 Penalty: 4522.693848
	Iteration 81Q: 3 clusters Score -1107812 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6667 members 
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Score: -1107814.250000 Penalty: 4522.693848
	Iteration 82Q: 3 clusters Score -1107814 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1107813.625000 Penalty: 4522.693848
	Iteration 83Q: 3 clusters Score -1107814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1107815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1107820.250000 Penalty: 4522.693848
	Iteration 85Q: 3 clusters Score -1107820 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1107820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1107822.000000 Penalty: 4522.693848
	Iteration 87Q: 3 clusters Score -1107822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1107824.000000 Penalty: 4522.693848
	Iteration 88Q: 3 clusters Score -1107824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1107825.250000 Penalty: 4522.693848
	Iteration 89Q: 3 clusters Score -1107825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1107825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1107824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1107824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1107826.000000 Penalty: 4522.693848
	Iteration 93Q: 3 clusters Score -1107826 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1107826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1107828.500000 Penalty: 4522.693848
	Iteration 95Q: 3 clusters Score -1107828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1107827.000000 Penalty: 4522.693848
	Iteration 96Q: 3 clusters Score -1107827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1107828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1107830.875000 Penalty: 4522.693848
	Iteration 98Q: 3 clusters Score -1107831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1107831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1107833.375000 Penalty: 4522.693848
	Iteration 100F: 3 clusters Score -1107833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1107834.750000 Penalty: 4522.693848
	Iteration 101Q: 3 clusters Score -1107835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1107836.250000 Penalty: 4522.693848
	Iteration 102Q: 3 clusters Score -1107836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1107836.625000 Penalty: 4522.693848
	Iteration 103Q: 3 clusters Score -1107837 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1107837 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1107838.500000 Penalty: 4522.693848
	Iteration 105Q: 3 clusters Score -1107838 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1107841.125000 Penalty: 4522.693848
	Iteration 106Q: 3 clusters Score -1107841 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1107840.750000 Penalty: 4522.693848
	Iteration 107Q: 3 clusters Score -1107841 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1107842.625000 Penalty: 4522.693848
	Iteration 108Q: 3 clusters Score -1107843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1107843.875000 Penalty: 4522.693848
	Iteration 109Q: 3 clusters Score -1107844 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1107844 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1107844 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1107843 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1107845 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2331 members 
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	Iteration 114Q: 3 clusters Score -1107844 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1107846 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2324 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1107846 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2320 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1107845 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1107847 nChanged 5
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Mstep: Class 1 contains 2311 members 
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	Iteration 119Q: 3 clusters Score -1107847 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2308 members 
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Entering Unmasked Estep 
Score: -1107848.875000 Penalty: 4522.693848
	Iteration 120F: 3 clusters Score -1107849 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2305 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1107848 nChanged 1
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Mstep: Class 1 contains 2304 members 
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	Iteration 122Q: 3 clusters Score -1107848 nChanged 1
Entering Unmasked Mstep 
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	Iteration 123Q: 3 clusters Score -1107848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1107848.125000 Penalty: 4522.693848
	Iteration 124F: 3 clusters Score -1107848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Entering Unmasked Estep 
Score: -5815938.500000 Penalty: 2655.771729
	Iteration 0F: 2 clusters Score -5815938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -5785663.000000 Penalty: 5311.543457
	Iteration 0F: 3 clusters Score -5785663 nChanged 20618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -5796919.500000 Penalty: 5311.543457
	Iteration 1F: 3 clusters Score -5796920 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -5797471.500000 Penalty: 5311.543457
	Iteration 2Q: 3 clusters Score -5797472 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -5797955.500000 Penalty: 5311.543457
	Iteration 3Q: 3 clusters Score -5797956 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -5798444.000000 Penalty: 5311.543457
	Iteration 4Q: 3 clusters Score -5798444 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -5798979.000000 Penalty: 5311.543457
	Iteration 5Q: 3 clusters Score -5798979 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -5799640.000000 Penalty: 5311.543457
	Iteration 6Q: 3 clusters Score -5799640 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -5800699.000000 Penalty: 5311.543457
	Iteration 7Q: 3 clusters Score -5800699 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -5802247.500000 Penalty: 5311.543457
	Iteration 8F: 3 clusters Score -5802248 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -5804423.500000 Penalty: 5311.543457
	Iteration 9F: 3 clusters Score -5804424 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -5806989.000000 Penalty: 5311.543457
	Iteration 10F: 3 clusters Score -5806989 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -5809433.500000 Penalty: 5311.543457
	Iteration 11F: 3 clusters Score -5809434 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -5811232.500000 Penalty: 5311.543457
	Iteration 12Q: 3 clusters Score -5811232 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -5812373.000000 Penalty: 5311.543457
	Iteration 13Q: 3 clusters Score -5812373 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -5812950.000000 Penalty: 5311.543457
	Iteration 14Q: 3 clusters Score -5812950 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -5813238.000000 Penalty: 5311.543457
	Iteration 15Q: 3 clusters Score -5813238 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -5813395.000000 Penalty: 5311.543457
	Iteration 16Q: 3 clusters Score -5813395 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -5813480.000000 Penalty: 5311.543457
	Iteration 17Q: 3 clusters Score -5813480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -5813545.500000 Penalty: 5311.543457
	Iteration 18Q: 3 clusters Score -5813546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -5813586.000000 Penalty: 5311.543457
	Iteration 19Q: 3 clusters Score -5813586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -5813606.500000 Penalty: 5311.543457
	Iteration 20F: 3 clusters Score -5813606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -5813618.000000 Penalty: 5311.543457
	Iteration 21Q: 3 clusters Score -5813618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -5813633.000000 Penalty: 5311.543457
	Iteration 22Q: 3 clusters Score -5813633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -5813655.500000 Penalty: 5311.543457
	Iteration 23Q: 3 clusters Score -5813656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -5813658.500000 Penalty: 5311.543457
	Iteration 24Q: 3 clusters Score -5813658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -5813669.000000 Penalty: 5311.543457
	Iteration 25Q: 3 clusters Score -5813669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -5813671.000000 Penalty: 5311.543457
	Iteration 26Q: 3 clusters Score -5813671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -5813671.000000 Penalty: 5311.543457
	Iteration 27F: 3 clusters Score -5813671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Entering Unmasked Estep 
Score: -3029655.500000 Penalty: 2512.897949
	Iteration 0F: 2 clusters Score -3029656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3012184.750000 Penalty: 5025.795898
	Iteration 0F: 3 clusters Score -3012185 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3018390.500000 Penalty: 5025.795898
	Iteration 1F: 3 clusters Score -3018390 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3019268.000000 Penalty: 5025.795898
	Iteration 2F: 3 clusters Score -3019268 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3020361.250000 Penalty: 5025.795898
	Iteration 3F: 3 clusters Score -3020361 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -3021678.250000 Penalty: 5025.795898
	Iteration 4F: 3 clusters Score -3021678 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3023028.250000 Penalty: 5025.795898
	Iteration 5F: 3 clusters Score -3023028 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -3024361.250000 Penalty: 5025.795898
	Iteration 6F: 3 clusters Score -3024361 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3025508.250000 Penalty: 5025.795898
	Iteration 7F: 3 clusters Score -3025508 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3026378.750000 Penalty: 5025.795898
	Iteration 8Q: 3 clusters Score -3026379 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3027039.750000 Penalty: 5025.795898
	Iteration 9Q: 3 clusters Score -3027040 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -3027436.750000 Penalty: 5025.795898
	Iteration 10Q: 3 clusters Score -3027437 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -3027686.500000 Penalty: 5025.795898
	Iteration 11Q: 3 clusters Score -3027686 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3027845.750000 Penalty: 5025.795898
	Iteration 12Q: 3 clusters Score -3027846 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -3027942.000000 Penalty: 5025.795898
	Iteration 13Q: 3 clusters Score -3027942 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -3028002.250000 Penalty: 5025.795898
	Iteration 14Q: 3 clusters Score -3028002 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3028039.750000 Penalty: 5025.795898
	Iteration 15Q: 3 clusters Score -3028040 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3028061.250000 Penalty: 5025.795898
	Iteration 16Q: 3 clusters Score -3028061 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -3028071.500000 Penalty: 5025.795898
	Iteration 17Q: 3 clusters Score -3028072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -3028096.500000 Penalty: 5025.795898
	Iteration 18Q: 3 clusters Score -3028096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -3028111.000000 Penalty: 5025.795898
	Iteration 19Q: 3 clusters Score -3028111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -3028118.750000 Penalty: 5025.795898
	Iteration 20F: 3 clusters Score -3028119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3028123.000000 Penalty: 5025.795898
	Iteration 21Q: 3 clusters Score -3028123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -3028121.500000 Penalty: 5025.795898
	Iteration 22Q: 3 clusters Score -3028122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -3028119.750000 Penalty: 5025.795898
	Iteration 23Q: 3 clusters Score -3028120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3028121.000000 Penalty: 5025.795898
	Iteration 24Q: 3 clusters Score -3028121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3028117.750000 Penalty: 5025.795898
	Iteration 25Q: 3 clusters Score -3028118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3028119.750000 Penalty: 5025.795898
	Iteration 26Q: 3 clusters Score -3028120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -3028123.750000 Penalty: 5025.795898
	Iteration 27Q: 3 clusters Score -3028124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -3028128.000000 Penalty: 5025.795898
	Iteration 28Q: 3 clusters Score -3028128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3028137.250000 Penalty: 5025.795898
	Iteration 29Q: 3 clusters Score -3028137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -3028139.250000 Penalty: 5025.795898
	Iteration 30Q: 3 clusters Score -3028139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -3028135.000000 Penalty: 5025.795898
	Iteration 31Q: 3 clusters Score -3028135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -3028136.750000 Penalty: 5025.795898
	Iteration 32Q: 3 clusters Score -3028137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -3028135.750000 Penalty: 5025.795898
	Iteration 33Q: 3 clusters Score -3028136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -3028132.500000 Penalty: 5025.795898
	Iteration 34Q: 3 clusters Score -3028132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -3028131.500000 Penalty: 5025.795898
	Iteration 35Q: 3 clusters Score -3028132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -3028129.000000 Penalty: 5025.795898
	Iteration 36Q: 3 clusters Score -3028129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3028131.000000 Penalty: 5025.795898
	Iteration 37Q: 3 clusters Score -3028131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -3028134.500000 Penalty: 5025.795898
	Iteration 38Q: 3 clusters Score -3028134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -3028140.250000 Penalty: 5025.795898
	Iteration 39Q: 3 clusters Score -3028140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -3028138.500000 Penalty: 5025.795898
	Iteration 40F: 3 clusters Score -3028138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -3028137.000000 Penalty: 5025.795898
	Iteration 41Q: 3 clusters Score -3028137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -3028138.500000 Penalty: 5025.795898
	Iteration 42Q: 3 clusters Score -3028138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3028135.250000 Penalty: 5025.795898
	Iteration 43Q: 3 clusters Score -3028135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3028135.250000 Penalty: 5025.795898
	Iteration 44F: 3 clusters Score -3028135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Entering Unmasked Estep 
Score: -2757743.000000 Penalty: 2468.731201
	Iteration 0F: 2 clusters Score -2757743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2742952.500000 Penalty: 4937.462402
	Iteration 0F: 3 clusters Score -2742952 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2748026.500000 Penalty: 4937.462402
	Iteration 1F: 3 clusters Score -2748026 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2748525.500000 Penalty: 4937.462402
	Iteration 2F: 3 clusters Score -2748526 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2748977.000000 Penalty: 4937.462402
	Iteration 3F: 3 clusters Score -2748977 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2749474.500000 Penalty: 4937.462402
	Iteration 4F: 3 clusters Score -2749474 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2750029.750000 Penalty: 4937.462402
	Iteration 5F: 3 clusters Score -2750030 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2750678.500000 Penalty: 4937.462402
	Iteration 6F: 3 clusters Score -2750678 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2751432.000000 Penalty: 4937.462402
	Iteration 7F: 3 clusters Score -2751432 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2752283.000000 Penalty: 4937.462402
	Iteration 8F: 3 clusters Score -2752283 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2753118.750000 Penalty: 4937.462402
	Iteration 9F: 3 clusters Score -2753119 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2753903.250000 Penalty: 4937.462402
	Iteration 10Q: 3 clusters Score -2753903 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2754516.750000 Penalty: 4937.462402
	Iteration 11Q: 3 clusters Score -2754517 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2754954.750000 Penalty: 4937.462402
	Iteration 12Q: 3 clusters Score -2754955 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2755257.500000 Penalty: 4937.462402
	Iteration 13Q: 3 clusters Score -2755258 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2755447.500000 Penalty: 4937.462402
	Iteration 14Q: 3 clusters Score -2755448 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2755554.250000 Penalty: 4937.462402
	Iteration 15Q: 3 clusters Score -2755554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2755617.250000 Penalty: 4937.462402
	Iteration 16Q: 3 clusters Score -2755617 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2755669.750000 Penalty: 4937.462402
	Iteration 17Q: 3 clusters Score -2755670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2755699.750000 Penalty: 4937.462402
	Iteration 18Q: 3 clusters Score -2755700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2755724.750000 Penalty: 4937.462402
	Iteration 19Q: 3 clusters Score -2755725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2755737.250000 Penalty: 4937.462402
	Iteration 20F: 3 clusters Score -2755737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2755744.000000 Penalty: 4937.462402
	Iteration 21Q: 3 clusters Score -2755744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2755750.500000 Penalty: 4937.462402
	Iteration 22Q: 3 clusters Score -2755750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2755761.750000 Penalty: 4937.462402
	Iteration 23Q: 3 clusters Score -2755762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2755771.750000 Penalty: 4937.462402
	Iteration 24Q: 3 clusters Score -2755772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2755780.500000 Penalty: 4937.462402
	Iteration 25Q: 3 clusters Score -2755780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2755789.000000 Penalty: 4937.462402
	Iteration 26Q: 3 clusters Score -2755789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2755795.500000 Penalty: 4937.462402
	Iteration 27Q: 3 clusters Score -2755796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2755803.000000 Penalty: 4937.462402
	Iteration 28Q: 3 clusters Score -2755803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2755804.750000 Penalty: 4937.462402
	Iteration 29Q: 3 clusters Score -2755805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2755818.500000 Penalty: 4937.462402
	Iteration 30Q: 3 clusters Score -2755818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2755825.250000 Penalty: 4937.462402
	Iteration 31Q: 3 clusters Score -2755825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2755842.000000 Penalty: 4937.462402
	Iteration 32Q: 3 clusters Score -2755842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2755843.500000 Penalty: 4937.462402
	Iteration 33Q: 3 clusters Score -2755844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2755842.750000 Penalty: 4937.462402
	Iteration 34Q: 3 clusters Score -2755843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2755843.750000 Penalty: 4937.462402
	Iteration 35Q: 3 clusters Score -2755844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2755850.000000 Penalty: 4937.462402
	Iteration 36Q: 3 clusters Score -2755850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2755849.750000 Penalty: 4937.462402
	Iteration 37Q: 3 clusters Score -2755850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2755853.750000 Penalty: 4937.462402
	Iteration 38Q: 3 clusters Score -2755854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2755851.750000 Penalty: 4937.462402
	Iteration 39Q: 3 clusters Score -2755852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2755853.750000 Penalty: 4937.462402
	Iteration 40F: 3 clusters Score -2755854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2755852.500000 Penalty: 4937.462402
	Iteration 41Q: 3 clusters Score -2755852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2755857.750000 Penalty: 4937.462402
	Iteration 42Q: 3 clusters Score -2755858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2755865.000000 Penalty: 4937.462402
	Iteration 43Q: 3 clusters Score -2755865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2755870.000000 Penalty: 4937.462402
	Iteration 44Q: 3 clusters Score -2755870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2755868.250000 Penalty: 4937.462402
	Iteration 45Q: 3 clusters Score -2755868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2755872.000000 Penalty: 4937.462402
	Iteration 46Q: 3 clusters Score -2755872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2755870.500000 Penalty: 4937.462402
	Iteration 47Q: 3 clusters Score -2755870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2755871.250000 Penalty: 4937.462402
	Iteration 48Q: 3 clusters Score -2755871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2755876.000000 Penalty: 4937.462402
	Iteration 49Q: 3 clusters Score -2755876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2755882.500000 Penalty: 4937.462402
	Iteration 50Q: 3 clusters Score -2755882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2755890.250000 Penalty: 4937.462402
	Iteration 51Q: 3 clusters Score -2755890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2755889.500000 Penalty: 4937.462402
	Iteration 52Q: 3 clusters Score -2755890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2755889.000000 Penalty: 4937.462402
	Iteration 53Q: 3 clusters Score -2755889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2755889.250000 Penalty: 4937.462402
	Iteration 54Q: 3 clusters Score -2755889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2755889.000000 Penalty: 4937.462402
	Iteration 55Q: 3 clusters Score -2755889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2755891.750000 Penalty: 4937.462402
	Iteration 56Q: 3 clusters Score -2755892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2755891.750000 Penalty: 4937.462402
	Iteration 57F: 3 clusters Score -2755892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Entering Unmasked Estep 
Score: -2320700.500000 Penalty: 2432.266846
	Iteration 0F: 2 clusters Score -2320700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2307840.250000 Penalty: 4864.533691
	Iteration 0F: 3 clusters Score -2307840 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2312137.750000 Penalty: 4864.533691
	Iteration 1F: 3 clusters Score -2312138 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2312556.000000 Penalty: 4864.533691
	Iteration 2F: 3 clusters Score -2312556 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2312947.500000 Penalty: 4864.533691
	Iteration 3Q: 3 clusters Score -2312948 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2313303.500000 Penalty: 4864.533691
	Iteration 4Q: 3 clusters Score -2313304 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2313606.250000 Penalty: 4864.533691
	Iteration 5Q: 3 clusters Score -2313606 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2313919.000000 Penalty: 4864.533691
	Iteration 6Q: 3 clusters Score -2313919 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2314222.250000 Penalty: 4864.533691
	Iteration 7Q: 3 clusters Score -2314222 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2314539.250000 Penalty: 4864.533691
	Iteration 8Q: 3 clusters Score -2314539 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2314879.750000 Penalty: 4864.533691
	Iteration 9Q: 3 clusters Score -2314880 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2315235.250000 Penalty: 4864.533691
	Iteration 10Q: 3 clusters Score -2315235 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2315639.000000 Penalty: 4864.533691
	Iteration 11Q: 3 clusters Score -2315639 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2316111.000000 Penalty: 4864.533691
	Iteration 12Q: 3 clusters Score -2316111 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2316766.250000 Penalty: 4864.533691
	Iteration 13F: 3 clusters Score -2316766 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2317490.000000 Penalty: 4864.533691
	Iteration 14F: 3 clusters Score -2317490 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2318177.250000 Penalty: 4864.533691
	Iteration 15Q: 3 clusters Score -2318177 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2318756.500000 Penalty: 4864.533691
	Iteration 16Q: 3 clusters Score -2318756 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2319195.750000 Penalty: 4864.533691
	Iteration 17Q: 3 clusters Score -2319196 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2319668.750000 Penalty: 4864.533691
	Iteration 18Q: 3 clusters Score -2319669 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2319790.000000 Penalty: 4864.533691
	Iteration 19Q: 3 clusters Score -2319790 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2319824.750000 Penalty: 4864.533691
	Iteration 20F: 3 clusters Score -2319825 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2319847.500000 Penalty: 4864.533691
	Iteration 21Q: 3 clusters Score -2319848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2319861.000000 Penalty: 4864.533691
	Iteration 22Q: 3 clusters Score -2319861 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2319869.250000 Penalty: 4864.533691
	Iteration 23Q: 3 clusters Score -2319869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2319868.750000 Penalty: 4864.533691
	Iteration 24Q: 3 clusters Score -2319869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2319873.500000 Penalty: 4864.533691
	Iteration 25Q: 3 clusters Score -2319874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2319872.500000 Penalty: 4864.533691
	Iteration 26Q: 3 clusters Score -2319872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2319877.500000 Penalty: 4864.533691
	Iteration 27Q: 3 clusters Score -2319878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2319876.250000 Penalty: 4864.533691
	Iteration 28Q: 3 clusters Score -2319876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2319872.500000 Penalty: 4864.533691
	Iteration 29Q: 3 clusters Score -2319872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2319873.250000 Penalty: 4864.533691
	Iteration 30Q: 3 clusters Score -2319873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2319873.250000 Penalty: 4864.533691
	Iteration 31F: 3 clusters Score -2319873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (64387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Entering Unmasked Estep 
Score: -8443528.000000 Penalty: 2746.021484
	Iteration 0F: 2 clusters Score -8443528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -8400383.000000 Penalty: 5492.042969
	Iteration 0F: 3 clusters Score -8400383 nChanged 30020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -8417089.000000 Penalty: 5492.042969
	Iteration 1F: 3 clusters Score -8417089 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -8417865.000000 Penalty: 5492.042969
	Iteration 2Q: 3 clusters Score -8417865 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -8418838.000000 Penalty: 5492.042969
	Iteration 3Q: 3 clusters Score -8418838 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -8420176.000000 Penalty: 5492.042969
	Iteration 4Q: 3 clusters Score -8420176 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -8422022.000000 Penalty: 5492.042969
	Iteration 5F: 3 clusters Score -8422022 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -8424560.000000 Penalty: 5492.042969
	Iteration 6F: 3 clusters Score -8424560 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -8427552.000000 Penalty: 5492.042969
	Iteration 7F: 3 clusters Score -8427552 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -8430316.000000 Penalty: 5492.042969
	Iteration 8F: 3 clusters Score -8430316 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -8432472.000000 Penalty: 5492.042969
	Iteration 9F: 3 clusters Score -8432472 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -8433634.000000 Penalty: 5492.042969
	Iteration 10Q: 3 clusters Score -8433634 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -8434235.000000 Penalty: 5492.042969
	Iteration 11Q: 3 clusters Score -8434235 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -8434484.000000 Penalty: 5492.042969
	Iteration 12Q: 3 clusters Score -8434484 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -8434646.000000 Penalty: 5492.042969
	Iteration 13Q: 3 clusters Score -8434646 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -8434759.000000 Penalty: 5492.042969
	Iteration 14Q: 3 clusters Score -8434759 nChanged 630
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8434901 nChanged 625
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8435013 nChanged 584
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -8435139.000000 Penalty: 5492.042969
	Iteration 17Q: 3 clusters Score -8435139 nChanged 579
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8435240 nChanged 561
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Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8435302 nChanged 523
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8435348 nChanged 536
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Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8435438 nChanged 495
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Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8435502 nChanged 528
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Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8435609 nChanged 498
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Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8435670 nChanged 474
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Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8435739 nChanged 457
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Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8435860 nChanged 437
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Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8435903 nChanged 426
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Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8435959 nChanged 416
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Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8436036 nChanged 404
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Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8436083 nChanged 367
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Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8436128 nChanged 355
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Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8436149 nChanged 313
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Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8436179 nChanged 285
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Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8436237 nChanged 287
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Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8436273 nChanged 290
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Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8436304 nChanged 295
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Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8436374 nChanged 289
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Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8436423 nChanged 285
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Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8436479 nChanged 328
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Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8436540 nChanged 359
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Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8436631 nChanged 376
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Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8436735 nChanged 446
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Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8436911 nChanged 532
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Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8437191 nChanged 616
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Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8437558 nChanged 703
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Mstep: Class 1 contains 42095 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8438035 nChanged 736
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Mstep: Class 1 contains 42691 members 
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	Iteration 47Q: 3 clusters Score -8438487 nChanged 672
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Mstep: Class 1 contains 43229 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8438805 nChanged 573
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Mstep: Class 1 contains 43702 members 
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	Iteration 49Q: 3 clusters Score -8439007 nChanged 459
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Mstep: Class 1 contains 44109 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8439110 nChanged 328
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Mstep: Class 1 contains 44429 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8439169 nChanged 292
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8439214 nChanged 268
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	Iteration 53Q: 3 clusters Score -8439254 nChanged 226
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Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 19180 members 
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	Iteration 54Q: 3 clusters Score -8439292 nChanged 210
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Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8439337 nChanged 189
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Mstep: Class 1 contains 45606 members 
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	Iteration 56Q: 3 clusters Score -8439368 nChanged 186
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Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8439388 nChanged 175
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Mstep: Class 1 contains 45967 members 
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	Iteration 58Q: 3 clusters Score -8439395 nChanged 179
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Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8439393 nChanged 149
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Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8439414 nChanged 148
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Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 17946 members 
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	Iteration 61Q: 3 clusters Score -8439458 nChanged 149
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Mstep: Class 1 contains 46590 members 
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	Iteration 62Q: 3 clusters Score -8439456 nChanged 148
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Mstep: Class 1 contains 46738 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8439462 nChanged 148
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	Iteration 64Q: 3 clusters Score -8439463 nChanged 145
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	Iteration 65Q: 3 clusters Score -8439471 nChanged 120
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	Iteration 66Q: 3 clusters Score -8439487 nChanged 118
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	Iteration 67Q: 3 clusters Score -8439504 nChanged 114
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	Iteration 68Q: 3 clusters Score -8439506 nChanged 96
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8439520 nChanged 89
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8439518 nChanged 87
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	Iteration 71Q: 3 clusters Score -8439529 nChanged 71
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8439527 nChanged 72
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	Iteration 73Q: 3 clusters Score -8439529 nChanged 65
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	Iteration 74Q: 3 clusters Score -8439537 nChanged 54
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	Iteration 75Q: 3 clusters Score -8439518 nChanged 57
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8439522 nChanged 54
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Mstep: Class 1 contains 48028 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8439519 nChanged 49
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	Iteration 78Q: 3 clusters Score -8439540 nChanged 40
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	Iteration 79Q: 3 clusters Score -8439528 nChanged 41
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	Iteration 80F: 3 clusters Score -8439528 nChanged 27
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8439530 nChanged 34
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	Iteration 82Q: 3 clusters Score -8439530 nChanged 25
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	Iteration 83Q: 3 clusters Score -8439526 nChanged 22
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	Iteration 84Q: 3 clusters Score -8439537 nChanged 25
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	Iteration 85Q: 3 clusters Score -8439543 nChanged 32
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	Iteration 86Q: 3 clusters Score -8439549 nChanged 31
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	Iteration 87Q: 3 clusters Score -8439549 nChanged 27
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	Iteration 88Q: 3 clusters Score -8439549 nChanged 22
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	Iteration 89Q: 3 clusters Score -8439546 nChanged 22
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	Iteration 90Q: 3 clusters Score -8439543 nChanged 19
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	Iteration 91Q: 3 clusters Score -8439538 nChanged 23
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	Iteration 92Q: 3 clusters Score -8439542 nChanged 19
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	Iteration 93Q: 3 clusters Score -8439555 nChanged 20
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	Iteration 94Q: 3 clusters Score -8439545 nChanged 27
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	Iteration 95Q: 3 clusters Score -8439545 nChanged 24
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	Iteration 96Q: 3 clusters Score -8439540 nChanged 21
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	Iteration 97Q: 3 clusters Score -8439543 nChanged 21
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	Iteration 98Q: 3 clusters Score -8439531 nChanged 29
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	Iteration 100F: 3 clusters Score -8439541 nChanged 25
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	Iteration 101Q: 3 clusters Score -8439542 nChanged 23
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	Iteration 102Q: 3 clusters Score -8439534 nChanged 20
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	Iteration 103Q: 3 clusters Score -8439536 nChanged 26
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	Iteration 104Q: 3 clusters Score -8439522 nChanged 30
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	Iteration 105Q: 3 clusters Score -8439530 nChanged 31
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	Iteration 106Q: 3 clusters Score -8439528 nChanged 31
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	Iteration 107Q: 3 clusters Score -8439529 nChanged 33
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	Iteration 202Q: 3 clusters Score -8439609 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8439618 nChanged 24
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Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -8439616 nChanged 31
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Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8439635 nChanged 25
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Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8439634 nChanged 14
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Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -8439632 nChanged 14
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -8439626 nChanged 13
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Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8439630 nChanged 21
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8439632 nChanged 21
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -8439620 nChanged 28
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -8439627 nChanged 21
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	Iteration 213Q: 3 clusters Score -8439627 nChanged 21
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -8439638 nChanged 17
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -8439632 nChanged 18
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	Iteration 216Q: 3 clusters Score -8439628 nChanged 17
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -8439626 nChanged 20
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Mstep: Class 1 contains 51337 members 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -8439644 nChanged 23
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Mstep: Class 1 contains 51360 members 
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -8439640 nChanged 16
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Mstep: Class 1 contains 51376 members 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -8439644 nChanged 15
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Mstep: Class 1 contains 51391 members 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -8439660 nChanged 14
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	Iteration 222Q: 3 clusters Score -8439645 nChanged 17
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -8439648 nChanged 20
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -8439641 nChanged 15
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Mstep: Class 1 contains 51457 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -8439639 nChanged 20
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -8439641 nChanged 22
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Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -8439653 nChanged 21
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Mstep: Class 1 contains 51520 members 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -8439656 nChanged 15
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	Iteration 229Q: 3 clusters Score -8439647 nChanged 22
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	Iteration 230Q: 3 clusters Score -8439653 nChanged 26
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -8439650 nChanged 23
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -8439663 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51623 members 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -8439661 nChanged 8
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -8439656 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -8439668 nChanged 8
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	Iteration 236Q: 3 clusters Score -8439659 nChanged 10
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	Iteration 237Q: 3 clusters Score -8439660 nChanged 11
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	Iteration 238Q: 3 clusters Score -8439667 nChanged 11
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	Iteration 239Q: 3 clusters Score -8439675 nChanged 11
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -8439675 nChanged 9
Entering Unmasked Mstep 
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	Iteration 241Q: 3 clusters Score -8439671 nChanged 3
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	Iteration 242Q: 3 clusters Score -8439678 nChanged 4
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -8439675 nChanged 4
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Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -8439679 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -8439680 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -8439677 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -8439687 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -8439689 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -8439698 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -8439699 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51757 members 
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Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -8439696 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -8439687 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -8439676 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -8439679 nChanged 15
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Mstep: Class 1 contains 51811 members 
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Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -8439677 nChanged 11
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Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -8439685 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -8439705 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -8439693 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -8439698 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -8439690 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -8439689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -8439693 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -8439702 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -8439688 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -8439688 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -8439698 nChanged 15
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Mstep: Class 1 contains 52003 members 
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Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -8439692 nChanged 12
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Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -8439695 nChanged 11
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Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -8439694 nChanged 12
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Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -8439718 nChanged 16
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Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -8439718 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -8439724 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8439716.000000 Penalty: 5492.042969
	Iteration 273Q: 3 clusters Score -8439716 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52094 members 
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Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -8439707 nChanged 7
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Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -8439713.000000 Penalty: 5492.042969
	Iteration 275Q: 3 clusters Score -8439713 nChanged 8
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Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -8439721.000000 Penalty: 5492.042969
	Iteration 276Q: 3 clusters Score -8439721 nChanged 9
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Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -8439713 nChanged 10
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Mstep: Class 1 contains 52128 members 
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Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -8439729 nChanged 10
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Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -8439733 nChanged 10
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Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -8439726 nChanged 4
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	Iteration 281Q: 3 clusters Score -8439729 nChanged 2
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Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -8439725 nChanged 2
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	Iteration 283Q: 3 clusters Score -8439724 nChanged 2
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Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -8439729 nChanged 5
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	Iteration 285Q: 3 clusters Score -8439729 nChanged 3
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Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -8439723 nChanged 2
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Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -8439722 nChanged 3
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Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -8439720 nChanged 3
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Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -8439716 nChanged 2
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Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -8439715 nChanged 1
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	Iteration 291Q: 3 clusters Score -8439716 nChanged 1
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	Iteration 292Q: 3 clusters Score -8439719 nChanged 0
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	Iteration 293F: 3 clusters Score -8439719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -119979.4 nChanged 0
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Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -118183.023438 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -118183 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118759.335938 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -118759.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -119000.585938 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -119000.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -119209.539062 Penalty: 3463.500000
	Iteration 3F: 3 clusters Score -119209.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -119382.765625 Penalty: 3463.500000
	Iteration 4F: 3 clusters Score -119382.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -119552.171875 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -119552.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -119642.984375 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -119643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -119682.210938 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -119682.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -119727.601562 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -119727.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -119775.921875 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -119775.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -119835.031250 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -119835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -119932.593750 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -119932.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -120219.375000 Penalty: 3463.500000
	Iteration 12Q: 3 clusters Score -120219.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -120733.156250 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -120733.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -120981.921875 Penalty: 3463.500000
	Iteration 14Q: 3 clusters Score -120981.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -121106.171875 Penalty: 3463.500000
	Iteration 15Q: 3 clusters Score -121106.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -121163.203125 Penalty: 3463.500000
	Iteration 16Q: 3 clusters Score -121163.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -121234.210938 Penalty: 3463.500000
	Iteration 17Q: 3 clusters Score -121234.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -121283.914062 Penalty: 3463.500000
	Iteration 18Q: 3 clusters Score -121283.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -121374.906250 Penalty: 3463.500000
	Iteration 19Q: 3 clusters Score -121374.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -121403.671875 Penalty: 3463.500000
	Iteration 20F: 3 clusters Score -121403.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 44746 members 
Mstep: Class 3 contains 25151 members 
Mstep: Class 4 contains 21048 members 
Mstep: Class 5 contains 18170 members 
Mstep: Class 6 contains 64387 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33009 members 
Mstep: Class 11 contains 9319 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7236 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6891 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 12209 members 
Mstep: Class 19 contains 14226 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 62925 members 
Mstep: Class 22 contains 39001 members 
Mstep: Class 23 contains 333269 members 
Mstep: Class 24 contains 4593 members 
Mstep: Class 25 contains 663 members 
Entering Unmasked Estep 
Score: -90793936.000000 Penalty: 83590.781250
Splitting cluster 7 changes total score from -90794136.000000 to -90793936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -37191.531250 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -37191.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35948.187500 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -35948.19 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36160.984375 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -36160.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36262.363281 Penalty: 2919.507568
	Iteration 2Q: 3 clusters Score -36262.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36369.359375 Penalty: 2919.507568
	Iteration 3F: 3 clusters Score -36369.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36427.132812 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -36427.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36516.812500 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -36516.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36641.519531 Penalty: 2919.507568
	Iteration 6Q: 3 clusters Score -36641.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36789.859375 Penalty: 2919.507568
	Iteration 7Q: 3 clusters Score -36789.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -36895.937500 Penalty: 2919.507568
	Iteration 8Q: 3 clusters Score -36895.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36944.480469 Penalty: 2919.507568
	Iteration 9Q: 3 clusters Score -36944.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -36979.640625 Penalty: 2919.507568
	Iteration 10Q: 3 clusters Score -36979.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -36996.492188 Penalty: 2919.507568
	Iteration 11Q: 3 clusters Score -36996.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -36996.492188 Penalty: 2919.507568
	Iteration 12F: 3 clusters Score -36996.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -49179.171875 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -49179.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47737.765625 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -47737.77 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47981.062500 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -47981.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48046.804688 Penalty: 3049.640381
	Iteration 2Q: 3 clusters Score -48046.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48131.898438 Penalty: 3049.640381
	Iteration 3F: 3 clusters Score -48131.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48246.082031 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -48246.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48385.585938 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -48385.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -48599.714844 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -48599.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48799.050781 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -48799.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48874.773438 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -48874.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48925.296875 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -48925.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -48984.453125 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -48984.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -49014.980469 Penalty: 3049.640381
	Iteration 11Q: 3 clusters Score -49014.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -49064.011719 Penalty: 3049.640381
	Iteration 12Q: 3 clusters Score -49064.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -49100.656250 Penalty: 3049.640381
	Iteration 13Q: 3 clusters Score -49100.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -49147.652344 Penalty: 3049.640381
	Iteration 14Q: 3 clusters Score -49147.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -49161.152344 Penalty: 3049.640381
	Iteration 15Q: 3 clusters Score -49161.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -49163.453125 Penalty: 3049.640381
	Iteration 16F: 3 clusters Score -49163.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -49169.703125 Penalty: 3049.640381
	Iteration 17Q: 3 clusters Score -49169.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -49169.703125 Penalty: 3049.640381
	Iteration 18F: 3 clusters Score -49169.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Entering Unmasked Estep 
Score: -4178966.250000 Penalty: 2580.324707
	Iteration 0F: 2 clusters Score -4178966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -4156454.750000 Penalty: 5160.649414
	Iteration 0F: 3 clusters Score -4156455 nChanged 14923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -4164495.000000 Penalty: 5160.649414
	Iteration 1F: 3 clusters Score -4164495 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -4165143.750000 Penalty: 5160.649414
	Iteration 2Q: 3 clusters Score -4165144 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -4166092.250000 Penalty: 5160.649414
	Iteration 3F: 3 clusters Score -4166092 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -4167435.000000 Penalty: 5160.649414
	Iteration 4F: 3 clusters Score -4167435 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -4169213.750000 Penalty: 5160.649414
	Iteration 5F: 3 clusters Score -4169214 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -4171177.500000 Penalty: 5160.649414
	Iteration 6F: 3 clusters Score -4171178 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -4172965.250000 Penalty: 5160.649414
	Iteration 7F: 3 clusters Score -4172965 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -4174251.000000 Penalty: 5160.649414
	Iteration 8F: 3 clusters Score -4174251 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -4175190.250000 Penalty: 5160.649414
	Iteration 9Q: 3 clusters Score -4175190 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -4175895.250000 Penalty: 5160.649414
	Iteration 10Q: 3 clusters Score -4175895 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -4176539.000000 Penalty: 5160.649414
	Iteration 11Q: 3 clusters Score -4176539 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -4177190.000000 Penalty: 5160.649414
	Iteration 12Q: 3 clusters Score -4177190 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -4177745.250000 Penalty: 5160.649414
	Iteration 13Q: 3 clusters Score -4177745 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -4178061.250000 Penalty: 5160.649414
	Iteration 14Q: 3 clusters Score -4178061 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -4178214.250000 Penalty: 5160.649414
	Iteration 15Q: 3 clusters Score -4178214 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -4178318.500000 Penalty: 5160.649414
	Iteration 16Q: 3 clusters Score -4178318 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -4178401.000000 Penalty: 5160.649414
	Iteration 17Q: 3 clusters Score -4178401 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -4178464.750000 Penalty: 5160.649414
	Iteration 18Q: 3 clusters Score -4178465 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -4178518.000000 Penalty: 5160.649414
	Iteration 19Q: 3 clusters Score -4178518 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -4178551.250000 Penalty: 5160.649414
	Iteration 20F: 3 clusters Score -4178551 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -4178568.000000 Penalty: 5160.649414
	Iteration 21Q: 3 clusters Score -4178568 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -4178590.250000 Penalty: 5160.649414
	Iteration 22Q: 3 clusters Score -4178590 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -4178605.750000 Penalty: 5160.649414
	Iteration 23Q: 3 clusters Score -4178606 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -4178613.750000 Penalty: 5160.649414
	Iteration 24Q: 3 clusters Score -4178614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -4178623.750000 Penalty: 5160.649414
	Iteration 25Q: 3 clusters Score -4178624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -4178636.000000 Penalty: 5160.649414
	Iteration 26Q: 3 clusters Score -4178636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -4178650.250000 Penalty: 5160.649414
	Iteration 27Q: 3 clusters Score -4178650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -4178644.000000 Penalty: 5160.649414
	Iteration 28Q: 3 clusters Score -4178644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -4178654.500000 Penalty: 5160.649414
	Iteration 29Q: 3 clusters Score -4178654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -4178649.000000 Penalty: 5160.649414
	Iteration 30Q: 3 clusters Score -4178649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -4178665.000000 Penalty: 5160.649414
	Iteration 31Q: 3 clusters Score -4178665 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -4178675.250000 Penalty: 5160.649414
	Iteration 32Q: 3 clusters Score -4178675 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -4178681.000000 Penalty: 5160.649414
	Iteration 33Q: 3 clusters Score -4178681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -4178690.750000 Penalty: 5160.649414
	Iteration 34Q: 3 clusters Score -4178691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -4178686.000000 Penalty: 5160.649414
	Iteration 35Q: 3 clusters Score -4178686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -4178690.000000 Penalty: 5160.649414
	Iteration 36Q: 3 clusters Score -4178690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -4178687.500000 Penalty: 5160.649414
	Iteration 37Q: 3 clusters Score -4178688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -4178695.250000 Penalty: 5160.649414
	Iteration 38Q: 3 clusters Score -4178695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -4178687.500000 Penalty: 5160.649414
	Iteration 39Q: 3 clusters Score -4178688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -4178689.250000 Penalty: 5160.649414
	Iteration 40F: 3 clusters Score -4178689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -4178693.500000 Penalty: 5160.649414
	Iteration 41Q: 3 clusters Score -4178694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -4178693.500000 Penalty: 5160.649414
	Iteration 42Q: 3 clusters Score -4178694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -4178690.750000 Penalty: 5160.649414
	Iteration 43Q: 3 clusters Score -4178691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -4178693.000000 Penalty: 5160.649414
	Iteration 44Q: 3 clusters Score -4178693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -4178691.500000 Penalty: 5160.649414
	Iteration 45Q: 3 clusters Score -4178692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -4178696.750000 Penalty: 5160.649414
	Iteration 46Q: 3 clusters Score -4178697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -4178697.500000 Penalty: 5160.649414
	Iteration 47Q: 3 clusters Score -4178698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4178692.000000 Penalty: 5160.649414
	Iteration 48Q: 3 clusters Score -4178692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -4178695.000000 Penalty: 5160.649414
	Iteration 49Q: 3 clusters Score -4178695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -4178696.250000 Penalty: 5160.649414
	Iteration 50Q: 3 clusters Score -4178696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -4178692.000000 Penalty: 5160.649414
	Iteration 51Q: 3 clusters Score -4178692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -4178688.250000 Penalty: 5160.649414
	Iteration 52Q: 3 clusters Score -4178688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -4178686.250000 Penalty: 5160.649414
	Iteration 53Q: 3 clusters Score -4178686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -4178685.000000 Penalty: 5160.649414
	Iteration 54Q: 3 clusters Score -4178685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -4178689.250000 Penalty: 5160.649414
	Iteration 55Q: 3 clusters Score -4178689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -4178687.250000 Penalty: 5160.649414
	Iteration 56Q: 3 clusters Score -4178687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -4178690.000000 Penalty: 5160.649414
	Iteration 57Q: 3 clusters Score -4178690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -4178692.250000 Penalty: 5160.649414
	Iteration 58Q: 3 clusters Score -4178692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -4178693.750000 Penalty: 5160.649414
	Iteration 59Q: 3 clusters Score -4178694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -4178693.750000 Penalty: 5160.649414
	Iteration 60F: 3 clusters Score -4178694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Entering Unmasked Estep 
Score: -1071428.875000 Penalty: 2266.673096
	Iteration 0F: 2 clusters Score -1071429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1064223.375000 Penalty: 4533.346191
	Iteration 0F: 3 clusters Score -1064223 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1066428.125000 Penalty: 4533.346191
	Iteration 1F: 3 clusters Score -1066428 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1066910.625000 Penalty: 4533.346191
	Iteration 2F: 3 clusters Score -1066911 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1067350.500000 Penalty: 4533.346191
	Iteration 3F: 3 clusters Score -1067350 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1067774.375000 Penalty: 4533.346191
	Iteration 4F: 3 clusters Score -1067774 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1068165.875000 Penalty: 4533.346191
	Iteration 5F: 3 clusters Score -1068166 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1068497.750000 Penalty: 4533.346191
	Iteration 6Q: 3 clusters Score -1068498 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1068819.625000 Penalty: 4533.346191
	Iteration 7Q: 3 clusters Score -1068820 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1069127.750000 Penalty: 4533.346191
	Iteration 8Q: 3 clusters Score -1069128 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1069378.375000 Penalty: 4533.346191
	Iteration 9Q: 3 clusters Score -1069378 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1069593.875000 Penalty: 4533.346191
	Iteration 10Q: 3 clusters Score -1069594 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1069810.250000 Penalty: 4533.346191
	Iteration 11Q: 3 clusters Score -1069810 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1070049.750000 Penalty: 4533.346191
	Iteration 12Q: 3 clusters Score -1070050 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1070289.625000 Penalty: 4533.346191
	Iteration 13Q: 3 clusters Score -1070290 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1070513.125000 Penalty: 4533.346191
	Iteration 14Q: 3 clusters Score -1070513 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1070731.125000 Penalty: 4533.346191
	Iteration 15Q: 3 clusters Score -1070731 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1070975.750000 Penalty: 4533.346191
	Iteration 16Q: 3 clusters Score -1070976 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1071190.500000 Penalty: 4533.346191
	Iteration 17Q: 3 clusters Score -1071190 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1071380.500000 Penalty: 4533.346191
	Iteration 18Q: 3 clusters Score -1071380 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1071518.625000 Penalty: 4533.346191
	Iteration 19Q: 3 clusters Score -1071519 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1071586.375000 Penalty: 4533.346191
	Iteration 20F: 3 clusters Score -1071586 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1071612.125000 Penalty: 4533.346191
	Iteration 21Q: 3 clusters Score -1071612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1071616.875000 Penalty: 4533.346191
	Iteration 22Q: 3 clusters Score -1071617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1071622.000000 Penalty: 4533.346191
	Iteration 23Q: 3 clusters Score -1071622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1071625.375000 Penalty: 4533.346191
	Iteration 24Q: 3 clusters Score -1071625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1071625.500000 Penalty: 4533.346191
	Iteration 25Q: 3 clusters Score -1071626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1071630.000000 Penalty: 4533.346191
	Iteration 26Q: 3 clusters Score -1071630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1071629.250000 Penalty: 4533.346191
	Iteration 27Q: 3 clusters Score -1071629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1071630.125000 Penalty: 4533.346191
	Iteration 28Q: 3 clusters Score -1071630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1071628.250000 Penalty: 4533.346191
	Iteration 29Q: 3 clusters Score -1071628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1071632.125000 Penalty: 4533.346191
	Iteration 30Q: 3 clusters Score -1071632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1071629.625000 Penalty: 4533.346191
	Iteration 31Q: 3 clusters Score -1071630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1071632.000000 Penalty: 4533.346191
	Iteration 32Q: 3 clusters Score -1071632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1071631.125000 Penalty: 4533.346191
	Iteration 33Q: 3 clusters Score -1071631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1071631.875000 Penalty: 4533.346191
	Iteration 34Q: 3 clusters Score -1071632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1071632.875000 Penalty: 4533.346191
	Iteration 35Q: 3 clusters Score -1071633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1071632.875000 Penalty: 4533.346191
	Iteration 36F: 3 clusters Score -1071633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 44746 members 
Mstep: Class 3 contains 25151 members 
Mstep: Class 4 contains 21048 members 
Mstep: Class 5 contains 18170 members 
Mstep: Class 6 contains 64387 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33009 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7236 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6891 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 12209 members 
Mstep: Class 19 contains 14226 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 62925 members 
Mstep: Class 22 contains 39001 members 
Mstep: Class 23 contains 333269 members 
Mstep: Class 24 contains 4593 members 
Mstep: Class 25 contains 4809 members 
Entering Unmasked Estep 
Score: -90793384.000000 Penalty: 83590.781250
Splitting cluster 11 changes total score from -90794136.000000 to -90793384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -98271.992188 Penalty: 1684.222900
	Iteration 0F: 2 clusters Score -98271.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -96482.226562 Penalty: 3368.445801
	Iteration 0F: 3 clusters Score -96482.23 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -96886.210938 Penalty: 3368.445801
	Iteration 1F: 3 clusters Score -96886.21 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -97201.492188 Penalty: 3368.445801
	Iteration 2F: 3 clusters Score -97201.49 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -97492.335938 Penalty: 3368.445801
	Iteration 3F: 3 clusters Score -97492.34 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -97836.351562 Penalty: 3368.445801
	Iteration 4F: 3 clusters Score -97836.35 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -98216.820312 Penalty: 3368.445801
	Iteration 5F: 3 clusters Score -98216.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -98524.085938 Penalty: 3368.445801
	Iteration 6Q: 3 clusters Score -98524.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -98559.710938 Penalty: 3368.445801
	Iteration 7Q: 3 clusters Score -98559.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -98576.703125 Penalty: 3368.445801
	Iteration 8Q: 3 clusters Score -98576.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -98587.523438 Penalty: 3368.445801
	Iteration 9Q: 3 clusters Score -98587.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -98601.007812 Penalty: 3368.445801
	Iteration 10Q: 3 clusters Score -98601.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -98621.617188 Penalty: 3368.445801
	Iteration 11Q: 3 clusters Score -98621.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -98651.476562 Penalty: 3368.445801
	Iteration 12Q: 3 clusters Score -98651.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -98667.000000 Penalty: 3368.445801
	Iteration 13Q: 3 clusters Score -98667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -98669.781250 Penalty: 3368.445801
	Iteration 14Q: 3 clusters Score -98669.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -98670.843750 Penalty: 3368.445801
	Iteration 15Q: 3 clusters Score -98670.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -98673.718750 Penalty: 3368.445801
	Iteration 16Q: 3 clusters Score -98673.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -98676.429688 Penalty: 3368.445801
	Iteration 17Q: 3 clusters Score -98676.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -98679.125000 Penalty: 3368.445801
	Iteration 18Q: 3 clusters Score -98679.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -98683.250000 Penalty: 3368.445801
	Iteration 19Q: 3 clusters Score -98683.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -98685.500000 Penalty: 3368.445801
	Iteration 20F: 3 clusters Score -98685.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 44746 members 
Mstep: Class 3 contains 25151 members 
Mstep: Class 4 contains 21048 members 
Mstep: Class 5 contains 18170 members 
Mstep: Class 6 contains 64387 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33009 members 
Mstep: Class 11 contains 9319 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 7236 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6891 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 12209 members 
Mstep: Class 19 contains 14226 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 62925 members 
Mstep: Class 22 contains 39001 members 
Mstep: Class 23 contains 333269 members 
Mstep: Class 24 contains 4593 members 
Mstep: Class 25 contains 484 members 
Entering Unmasked Estep 
Score: -90792984.000000 Penalty: 83590.781250
Splitting cluster 12 changes total score from -90794136.000000 to -90792984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (7236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Entering Unmasked Estep 
Score: -957354.125000 Penalty: 2203.932373
	Iteration 0F: 2 clusters Score -957354.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -951352.812500 Penalty: 4407.864746
	Iteration 0F: 3 clusters Score -951352.8 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -952945.187500 Penalty: 4407.864746
	Iteration 1F: 3 clusters Score -952945.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -953184.875000 Penalty: 4407.864746
	Iteration 2F: 3 clusters Score -953184.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -953327.437500 Penalty: 4407.864746
	Iteration 3F: 3 clusters Score -953327.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -953423.562500 Penalty: 4407.864746
	Iteration 4Q: 3 clusters Score -953423.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -953487.625000 Penalty: 4407.864746
	Iteration 5Q: 3 clusters Score -953487.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -953547.875000 Penalty: 4407.864746
	Iteration 6Q: 3 clusters Score -953547.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -953595.062500 Penalty: 4407.864746
	Iteration 7Q: 3 clusters Score -953595.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -953632.812500 Penalty: 4407.864746
	Iteration 8Q: 3 clusters Score -953632.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -953663.625000 Penalty: 4407.864746
	Iteration 9Q: 3 clusters Score -953663.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -953698.000000 Penalty: 4407.864746
	Iteration 10Q: 3 clusters Score -953698 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -953735.250000 Penalty: 4407.864746
	Iteration 11Q: 3 clusters Score -953735.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -953770.750000 Penalty: 4407.864746
	Iteration 12Q: 3 clusters Score -953770.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -953802.000000 Penalty: 4407.864746
	Iteration 13Q: 3 clusters Score -953802 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -953844.937500 Penalty: 4407.864746
	Iteration 14Q: 3 clusters Score -953844.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -953883.187500 Penalty: 4407.864746
	Iteration 15Q: 3 clusters Score -953883.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -953924.812500 Penalty: 4407.864746
	Iteration 16Q: 3 clusters Score -953924.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -953963.687500 Penalty: 4407.864746
	Iteration 17Q: 3 clusters Score -953963.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -953999.437500 Penalty: 4407.864746
	Iteration 18Q: 3 clusters Score -953999.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -954032.437500 Penalty: 4407.864746
	Iteration 19Q: 3 clusters Score -954032.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -954069.875000 Penalty: 4407.864746
	Iteration 20F: 3 clusters Score -954069.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -954109.375000 Penalty: 4407.864746
	Iteration 21Q: 3 clusters Score -954109.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -954160.937500 Penalty: 4407.864746
	Iteration 22Q: 3 clusters Score -954160.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -954222.687500 Penalty: 4407.864746
	Iteration 23Q: 3 clusters Score -954222.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -954274.812500 Penalty: 4407.864746
	Iteration 24Q: 3 clusters Score -954274.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -954329.937500 Penalty: 4407.864746
	Iteration 25Q: 3 clusters Score -954329.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -954396.375000 Penalty: 4407.864746
	Iteration 26Q: 3 clusters Score -954396.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -954478.750000 Penalty: 4407.864746
	Iteration 27Q: 3 clusters Score -954478.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -954580.562500 Penalty: 4407.864746
	Iteration 28Q: 3 clusters Score -954580.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -954676.312500 Penalty: 4407.864746
	Iteration 29Q: 3 clusters Score -954676.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -954764.562500 Penalty: 4407.864746
	Iteration 30Q: 3 clusters Score -954764.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -954859.562500 Penalty: 4407.864746
	Iteration 31Q: 3 clusters Score -954859.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -954942.875000 Penalty: 4407.864746
	Iteration 32Q: 3 clusters Score -954942.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -955013.000000 Penalty: 4407.864746
	Iteration 33Q: 3 clusters Score -955013 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -955073.937500 Penalty: 4407.864746
	Iteration 34Q: 3 clusters Score -955073.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -955129.250000 Penalty: 4407.864746
	Iteration 35Q: 3 clusters Score -955129.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -955180.375000 Penalty: 4407.864746
	Iteration 36Q: 3 clusters Score -955180.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -955221.625000 Penalty: 4407.864746
	Iteration 37Q: 3 clusters Score -955221.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -955251.687500 Penalty: 4407.864746
	Iteration 38Q: 3 clusters Score -955251.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -955276.000000 Penalty: 4407.864746
	Iteration 39Q: 3 clusters Score -955276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -955297.750000 Penalty: 4407.864746
	Iteration 40F: 3 clusters Score -955297.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -955313.500000 Penalty: 4407.864746
	Iteration 41Q: 3 clusters Score -955313.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -955328.750000 Penalty: 4407.864746
	Iteration 42Q: 3 clusters Score -955328.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -955340.125000 Penalty: 4407.864746
	Iteration 43Q: 3 clusters Score -955340.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -955347.937500 Penalty: 4407.864746
	Iteration 44Q: 3 clusters Score -955347.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -955353.062500 Penalty: 4407.864746
	Iteration 45Q: 3 clusters Score -955353.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -955360.750000 Penalty: 4407.864746
	Iteration 46Q: 3 clusters Score -955360.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -955368.687500 Penalty: 4407.864746
	Iteration 47Q: 3 clusters Score -955368.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -955370.750000 Penalty: 4407.864746
	Iteration 48Q: 3 clusters Score -955370.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -955372.312500 Penalty: 4407.864746
	Iteration 49Q: 3 clusters Score -955372.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -955374.687500 Penalty: 4407.864746
	Iteration 50Q: 3 clusters Score -955374.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -955378.500000 Penalty: 4407.864746
	Iteration 51Q: 3 clusters Score -955378.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -955379.312500 Penalty: 4407.864746
	Iteration 52Q: 3 clusters Score -955379.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -955378.437500 Penalty: 4407.864746
	Iteration 53Q: 3 clusters Score -955378.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -955378.312500 Penalty: 4407.864746
	Iteration 54Q: 3 clusters Score -955378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -955382.500000 Penalty: 4407.864746
	Iteration 55Q: 3 clusters Score -955382.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -955381.500000 Penalty: 4407.864746
	Iteration 56Q: 3 clusters Score -955381.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -955381.500000 Penalty: 4407.864746
	Iteration 57F: 3 clusters Score -955381.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Entering Unmasked Estep 
Score: -675082.937500 Penalty: 2119.257324
	Iteration 0F: 2 clusters Score -675082.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -670471.500000 Penalty: 4238.514648
	Iteration 0F: 3 clusters Score -670471.5 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -671581.250000 Penalty: 4238.514648
	Iteration 1F: 3 clusters Score -671581.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -671755.625000 Penalty: 4238.514648
	Iteration 2F: 3 clusters Score -671755.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -671860.687500 Penalty: 4238.514648
	Iteration 3Q: 3 clusters Score -671860.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -671931.625000 Penalty: 4238.514648
	Iteration 4Q: 3 clusters Score -671931.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -671984.937500 Penalty: 4238.514648
	Iteration 5Q: 3 clusters Score -671984.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -672026.000000 Penalty: 4238.514648
	Iteration 6Q: 3 clusters Score -672026 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -672060.500000 Penalty: 4238.514648
	Iteration 7Q: 3 clusters Score -672060.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -672093.937500 Penalty: 4238.514648
	Iteration 8Q: 3 clusters Score -672093.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -672121.750000 Penalty: 4238.514648
	Iteration 9Q: 3 clusters Score -672121.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -672146.375000 Penalty: 4238.514648
	Iteration 10Q: 3 clusters Score -672146.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -672170.187500 Penalty: 4238.514648
	Iteration 11Q: 3 clusters Score -672170.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -672197.375000 Penalty: 4238.514648
	Iteration 12Q: 3 clusters Score -672197.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -672228.625000 Penalty: 4238.514648
	Iteration 13Q: 3 clusters Score -672228.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -672256.250000 Penalty: 4238.514648
	Iteration 14Q: 3 clusters Score -672256.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -672282.437500 Penalty: 4238.514648
	Iteration 15Q: 3 clusters Score -672282.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -672304.062500 Penalty: 4238.514648
	Iteration 16Q: 3 clusters Score -672304.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -672318.937500 Penalty: 4238.514648
	Iteration 17Q: 3 clusters Score -672318.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -672337.125000 Penalty: 4238.514648
	Iteration 18Q: 3 clusters Score -672337.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -672362.187500 Penalty: 4238.514648
	Iteration 19Q: 3 clusters Score -672362.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -672379.312500 Penalty: 4238.514648
	Iteration 20F: 3 clusters Score -672379.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -672398.750000 Penalty: 4238.514648
	Iteration 21Q: 3 clusters Score -672398.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -672422.562500 Penalty: 4238.514648
	Iteration 22Q: 3 clusters Score -672422.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -672448.437500 Penalty: 4238.514648
	Iteration 23Q: 3 clusters Score -672448.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -672470.062500 Penalty: 4238.514648
	Iteration 24Q: 3 clusters Score -672470.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -672501.312500 Penalty: 4238.514648
	Iteration 25Q: 3 clusters Score -672501.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -672527.062500 Penalty: 4238.514648
	Iteration 26Q: 3 clusters Score -672527.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -672551.562500 Penalty: 4238.514648
	Iteration 27Q: 3 clusters Score -672551.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -672583.250000 Penalty: 4238.514648
	Iteration 28Q: 3 clusters Score -672583.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -672615.875000 Penalty: 4238.514648
	Iteration 29Q: 3 clusters Score -672615.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -672648.625000 Penalty: 4238.514648
	Iteration 30Q: 3 clusters Score -672648.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -672677.937500 Penalty: 4238.514648
	Iteration 31Q: 3 clusters Score -672677.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -672711.562500 Penalty: 4238.514648
	Iteration 32Q: 3 clusters Score -672711.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -672759.500000 Penalty: 4238.514648
	Iteration 33Q: 3 clusters Score -672759.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -672801.562500 Penalty: 4238.514648
	Iteration 34Q: 3 clusters Score -672801.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -672848.437500 Penalty: 4238.514648
	Iteration 35Q: 3 clusters Score -672848.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -672886.500000 Penalty: 4238.514648
	Iteration 36Q: 3 clusters Score -672886.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -672920.250000 Penalty: 4238.514648
	Iteration 37Q: 3 clusters Score -672920.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -672958.875000 Penalty: 4238.514648
	Iteration 38Q: 3 clusters Score -672958.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -672991.375000 Penalty: 4238.514648
	Iteration 39Q: 3 clusters Score -672991.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -673021.500000 Penalty: 4238.514648
	Iteration 40F: 3 clusters Score -673021.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -673052.875000 Penalty: 4238.514648
	Iteration 41Q: 3 clusters Score -673052.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -673083.437500 Penalty: 4238.514648
	Iteration 42Q: 3 clusters Score -673083.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -673109.812500 Penalty: 4238.514648
	Iteration 43Q: 3 clusters Score -673109.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -673129.812500 Penalty: 4238.514648
	Iteration 44Q: 3 clusters Score -673129.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -673141.875000 Penalty: 4238.514648
	Iteration 45Q: 3 clusters Score -673141.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -673149.812500 Penalty: 4238.514648
	Iteration 46Q: 3 clusters Score -673149.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -673155.812500 Penalty: 4238.514648
	Iteration 47Q: 3 clusters Score -673155.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -673164.125000 Penalty: 4238.514648
	Iteration 48Q: 3 clusters Score -673164.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -673170.750000 Penalty: 4238.514648
	Iteration 49Q: 3 clusters Score -673170.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -673175.437500 Penalty: 4238.514648
	Iteration 50Q: 3 clusters Score -673175.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -673180.562500 Penalty: 4238.514648
	Iteration 51Q: 3 clusters Score -673180.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -673183.937500 Penalty: 4238.514648
	Iteration 52Q: 3 clusters Score -673183.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -673187.562500 Penalty: 4238.514648
	Iteration 53Q: 3 clusters Score -673187.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -673192.625000 Penalty: 4238.514648
	Iteration 54Q: 3 clusters Score -673192.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -673198.125000 Penalty: 4238.514648
	Iteration 55Q: 3 clusters Score -673198.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -673202.687500 Penalty: 4238.514648
	Iteration 56Q: 3 clusters Score -673202.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -673205.250000 Penalty: 4238.514648
	Iteration 57Q: 3 clusters Score -673205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -673205.750000 Penalty: 4238.514648
	Iteration 58Q: 3 clusters Score -673205.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -673207.375000 Penalty: 4238.514648
	Iteration 59Q: 3 clusters Score -673207.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -673207.437500 Penalty: 4238.514648
	Iteration 60F: 3 clusters Score -673207.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -54632.359375 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -54632.36 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 214 members 
Entering Unmasked Estep 
Score: -53167.601562 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -53167.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53304.515625 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -53304.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53337.085938 Penalty: 3032.386475
	Iteration 2Q: 3 clusters Score -53337.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -53377.687500 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -53377.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53399.265625 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -53399.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -53403.886719 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -53403.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -53403.886719 Penalty: 3032.386475
	Iteration 6F: 3 clusters Score -53403.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Entering Unmasked Estep 
Score: -865592.125000 Penalty: 2191.816895
	Iteration 0F: 2 clusters Score -865592.1 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 3415 members 
Entering Unmasked Estep 
Score: -859964.812500 Penalty: 4383.633789
	Iteration 0F: 3 clusters Score -859964.8 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -861604.437500 Penalty: 4383.633789
	Iteration 1F: 3 clusters Score -861604.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -862207.187500 Penalty: 4383.633789
	Iteration 2F: 3 clusters Score -862207.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -862720.000000 Penalty: 4383.633789
	Iteration 3F: 3 clusters Score -862720 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -863124.562500 Penalty: 4383.633789
	Iteration 4F: 3 clusters Score -863124.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -863471.500000 Penalty: 4383.633789
	Iteration 5F: 3 clusters Score -863471.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -863768.812500 Penalty: 4383.633789
	Iteration 6F: 3 clusters Score -863768.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -863973.250000 Penalty: 4383.633789
	Iteration 7Q: 3 clusters Score -863973.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -864142.625000 Penalty: 4383.633789
	Iteration 8Q: 3 clusters Score -864142.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -864239.875000 Penalty: 4383.633789
	Iteration 9Q: 3 clusters Score -864239.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -864299.625000 Penalty: 4383.633789
	Iteration 10Q: 3 clusters Score -864299.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -864340.562500 Penalty: 4383.633789
	Iteration 11Q: 3 clusters Score -864340.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -864377.312500 Penalty: 4383.633789
	Iteration 12Q: 3 clusters Score -864377.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -864401.125000 Penalty: 4383.633789
	Iteration 13Q: 3 clusters Score -864401.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -864412.125000 Penalty: 4383.633789
	Iteration 14Q: 3 clusters Score -864412.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -864421.687500 Penalty: 4383.633789
	Iteration 15Q: 3 clusters Score -864421.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -864432.437500 Penalty: 4383.633789
	Iteration 16Q: 3 clusters Score -864432.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -864436.750000 Penalty: 4383.633789
	Iteration 17Q: 3 clusters Score -864436.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -864440.437500 Penalty: 4383.633789
	Iteration 18Q: 3 clusters Score -864440.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -864440.750000 Penalty: 4383.633789
	Iteration 19Q: 3 clusters Score -864440.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -864443.000000 Penalty: 4383.633789
	Iteration 20F: 3 clusters Score -864443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -864442.562500 Penalty: 4383.633789
	Iteration 21Q: 3 clusters Score -864442.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -864444.875000 Penalty: 4383.633789
	Iteration 22Q: 3 clusters Score -864444.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -864446.125000 Penalty: 4383.633789
	Iteration 23Q: 3 clusters Score -864446.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -864447.312500 Penalty: 4383.633789
	Iteration 24Q: 3 clusters Score -864447.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -864448.562500 Penalty: 4383.633789
	Iteration 25Q: 3 clusters Score -864448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -864449.250000 Penalty: 4383.633789
	Iteration 26Q: 3 clusters Score -864449.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -864450.250000 Penalty: 4383.633789
	Iteration 27Q: 3 clusters Score -864450.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -864450.250000 Penalty: 4383.633789
	Iteration 28F: 3 clusters Score -864450.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -178852.437500 Penalty: 1819.560303
	Iteration 0F: 2 clusters Score -178852.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -176550.968750 Penalty: 3639.120605
	Iteration 0F: 3 clusters Score -176551 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -177004.968750 Penalty: 3639.120605
	Iteration 1F: 3 clusters Score -177005 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -177184.609375 Penalty: 3639.120605
	Iteration 2F: 3 clusters Score -177184.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -177323.828125 Penalty: 3639.120605
	Iteration 3F: 3 clusters Score -177323.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -177395.765625 Penalty: 3639.120605
	Iteration 4Q: 3 clusters Score -177395.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -177439.484375 Penalty: 3639.120605
	Iteration 5Q: 3 clusters Score -177439.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -177478.609375 Penalty: 3639.120605
	Iteration 6Q: 3 clusters Score -177478.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -177495.015625 Penalty: 3639.120605
	Iteration 7Q: 3 clusters Score -177495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -177509.031250 Penalty: 3639.120605
	Iteration 8Q: 3 clusters Score -177509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -177524.609375 Penalty: 3639.120605
	Iteration 9Q: 3 clusters Score -177524.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -177541.359375 Penalty: 3639.120605
	Iteration 10Q: 3 clusters Score -177541.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -177556.500000 Penalty: 3639.120605
	Iteration 11Q: 3 clusters Score -177556.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -177567.343750 Penalty: 3639.120605
	Iteration 12Q: 3 clusters Score -177567.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -177576.656250 Penalty: 3639.120605
	Iteration 13Q: 3 clusters Score -177576.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -177586.578125 Penalty: 3639.120605
	Iteration 14Q: 3 clusters Score -177586.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -177596.359375 Penalty: 3639.120605
	Iteration 15Q: 3 clusters Score -177596.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -177606.468750 Penalty: 3639.120605
	Iteration 16Q: 3 clusters Score -177606.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -177613.468750 Penalty: 3639.120605
	Iteration 17Q: 3 clusters Score -177613.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -177619.109375 Penalty: 3639.120605
	Iteration 18Q: 3 clusters Score -177619.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -177622.484375 Penalty: 3639.120605
	Iteration 19Q: 3 clusters Score -177622.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -177623.234375 Penalty: 3639.120605
	Iteration 20F: 3 clusters Score -177623.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Entering Unmasked Estep 
Score: -1621679.875000 Penalty: 2333.662109
	Iteration 0F: 2 clusters Score -1621680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1612561.750000 Penalty: 4667.324219
	Iteration 0F: 3 clusters Score -1612562 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1615369.625000 Penalty: 4667.324219
	Iteration 1F: 3 clusters Score -1615370 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1615669.750000 Penalty: 4667.324219
	Iteration 2F: 3 clusters Score -1615670 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1615869.250000 Penalty: 4667.324219
	Iteration 3Q: 3 clusters Score -1615869 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1616021.000000 Penalty: 4667.324219
	Iteration 4Q: 3 clusters Score -1616021 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1616130.375000 Penalty: 4667.324219
	Iteration 5Q: 3 clusters Score -1616130 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1616252.625000 Penalty: 4667.324219
	Iteration 6Q: 3 clusters Score -1616253 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1616377.875000 Penalty: 4667.324219
	Iteration 7Q: 3 clusters Score -1616378 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1616515.500000 Penalty: 4667.324219
	Iteration 8Q: 3 clusters Score -1616516 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1616685.000000 Penalty: 4667.324219
	Iteration 9Q: 3 clusters Score -1616685 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1616919.250000 Penalty: 4667.324219
	Iteration 10Q: 3 clusters Score -1616919 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1617213.875000 Penalty: 4667.324219
	Iteration 11Q: 3 clusters Score -1617214 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1617584.000000 Penalty: 4667.324219
	Iteration 12Q: 3 clusters Score -1617584 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1617983.500000 Penalty: 4667.324219
	Iteration 13Q: 3 clusters Score -1617984 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1618391.625000 Penalty: 4667.324219
	Iteration 14Q: 3 clusters Score -1618392 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1618742.625000 Penalty: 4667.324219
	Iteration 15Q: 3 clusters Score -1618743 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1619024.625000 Penalty: 4667.324219
	Iteration 16Q: 3 clusters Score -1619025 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1619223.250000 Penalty: 4667.324219
	Iteration 17Q: 3 clusters Score -1619223 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1619361.500000 Penalty: 4667.324219
	Iteration 18Q: 3 clusters Score -1619362 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1619452.000000 Penalty: 4667.324219
	Iteration 19Q: 3 clusters Score -1619452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1619505.375000 Penalty: 4667.324219
	Iteration 20F: 3 clusters Score -1619505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1619542.250000 Penalty: 4667.324219
	Iteration 21Q: 3 clusters Score -1619542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1619573.375000 Penalty: 4667.324219
	Iteration 22Q: 3 clusters Score -1619573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1619596.375000 Penalty: 4667.324219
	Iteration 23Q: 3 clusters Score -1619596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1619606.500000 Penalty: 4667.324219
	Iteration 24Q: 3 clusters Score -1619606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1619614.750000 Penalty: 4667.324219
	Iteration 25Q: 3 clusters Score -1619615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1619618.125000 Penalty: 4667.324219
	Iteration 26Q: 3 clusters Score -1619618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1619620.250000 Penalty: 4667.324219
	Iteration 27Q: 3 clusters Score -1619620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1619624.500000 Penalty: 4667.324219
	Iteration 28Q: 3 clusters Score -1619624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1619626.750000 Penalty: 4667.324219
	Iteration 29Q: 3 clusters Score -1619627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1619626.750000 Penalty: 4667.324219
	Iteration 30F: 3 clusters Score -1619627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Entering Unmasked Estep 
Score: -1880378.375000 Penalty: 2371.580811
	Iteration 0F: 2 clusters Score -1880378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1869984.125000 Penalty: 4743.161621
	Iteration 0F: 3 clusters Score -1869984 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1873202.375000 Penalty: 4743.161621
	Iteration 1F: 3 clusters Score -1873202 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1873580.000000 Penalty: 4743.161621
	Iteration 2F: 3 clusters Score -1873580 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1873913.625000 Penalty: 4743.161621
	Iteration 3Q: 3 clusters Score -1873914 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1874262.375000 Penalty: 4743.161621
	Iteration 4Q: 3 clusters Score -1874262 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1874639.625000 Penalty: 4743.161621
	Iteration 5Q: 3 clusters Score -1874640 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1875074.250000 Penalty: 4743.161621
	Iteration 6F: 3 clusters Score -1875074 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1875556.375000 Penalty: 4743.161621
	Iteration 7F: 3 clusters Score -1875556 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1876211.500000 Penalty: 4743.161621
	Iteration 8F: 3 clusters Score -1876212 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1876901.750000 Penalty: 4743.161621
	Iteration 9F: 3 clusters Score -1876902 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1877486.500000 Penalty: 4743.161621
	Iteration 10Q: 3 clusters Score -1877486 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1877904.875000 Penalty: 4743.161621
	Iteration 11Q: 3 clusters Score -1877905 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1878185.875000 Penalty: 4743.161621
	Iteration 12Q: 3 clusters Score -1878186 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1878352.875000 Penalty: 4743.161621
	Iteration 13Q: 3 clusters Score -1878353 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1878430.375000 Penalty: 4743.161621
	Iteration 14Q: 3 clusters Score -1878430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1878495.750000 Penalty: 4743.161621
	Iteration 15Q: 3 clusters Score -1878496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1878526.875000 Penalty: 4743.161621
	Iteration 16Q: 3 clusters Score -1878527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1878551.000000 Penalty: 4743.161621
	Iteration 17Q: 3 clusters Score -1878551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1878568.750000 Penalty: 4743.161621
	Iteration 18Q: 3 clusters Score -1878569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1878589.250000 Penalty: 4743.161621
	Iteration 19Q: 3 clusters Score -1878589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1878598.000000 Penalty: 4743.161621
	Iteration 20F: 3 clusters Score -1878598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1878609.125000 Penalty: 4743.161621
	Iteration 21Q: 3 clusters Score -1878609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1878616.125000 Penalty: 4743.161621
	Iteration 22Q: 3 clusters Score -1878616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1878624.250000 Penalty: 4743.161621
	Iteration 23Q: 3 clusters Score -1878624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1878630.750000 Penalty: 4743.161621
	Iteration 24Q: 3 clusters Score -1878631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1878633.125000 Penalty: 4743.161621
	Iteration 25Q: 3 clusters Score -1878633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1878634.875000 Penalty: 4743.161621
	Iteration 26Q: 3 clusters Score -1878635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1878636.750000 Penalty: 4743.161621
	Iteration 27Q: 3 clusters Score -1878637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1878636.750000 Penalty: 4743.161621
	Iteration 28F: 3 clusters Score -1878637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -149052.078125 Penalty: 1803.727051
	Iteration 0F: 2 clusters Score -149052.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -146883.390625 Penalty: 3607.454102
	Iteration 0F: 3 clusters Score -146883.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -147252.890625 Penalty: 3607.454102
	Iteration 1F: 3 clusters Score -147252.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -147378.140625 Penalty: 3607.454102
	Iteration 2F: 3 clusters Score -147378.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -147471.125000 Penalty: 3607.454102
	Iteration 3F: 3 clusters Score -147471.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -147546.937500 Penalty: 3607.454102
	Iteration 4Q: 3 clusters Score -147546.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -147603.093750 Penalty: 3607.454102
	Iteration 5Q: 3 clusters Score -147603.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -147639.390625 Penalty: 3607.454102
	Iteration 6Q: 3 clusters Score -147639.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -147673.718750 Penalty: 3607.454102
	Iteration 7Q: 3 clusters Score -147673.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -147699.750000 Penalty: 3607.454102
	Iteration 8Q: 3 clusters Score -147699.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -147724.812500 Penalty: 3607.454102
	Iteration 9Q: 3 clusters Score -147724.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -147732.953125 Penalty: 3607.454102
	Iteration 10Q: 3 clusters Score -147733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -147740.093750 Penalty: 3607.454102
	Iteration 11Q: 3 clusters Score -147740.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -147743.531250 Penalty: 3607.454102
	Iteration 12Q: 3 clusters Score -147743.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -147744.218750 Penalty: 3607.454102
	Iteration 13Q: 3 clusters Score -147744.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -147747.140625 Penalty: 3607.454102
	Iteration 14Q: 3 clusters Score -147747.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -147749.890625 Penalty: 3607.454102
	Iteration 15Q: 3 clusters Score -147749.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -147750.781250 Penalty: 3607.454102
	Iteration 16Q: 3 clusters Score -147750.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -147752.281250 Penalty: 3607.454102
	Iteration 17Q: 3 clusters Score -147752.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -147753.328125 Penalty: 3607.454102
	Iteration 18Q: 3 clusters Score -147753.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -147754.875000 Penalty: 3607.454102
	Iteration 19Q: 3 clusters Score -147754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -147759.375000 Penalty: 3607.454102
	Iteration 20F: 3 clusters Score -147759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -147770.250000 Penalty: 3607.454102
	Iteration 21Q: 3 clusters Score -147770.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -147774.265625 Penalty: 3607.454102
	Iteration 22Q: 3 clusters Score -147774.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -147778.109375 Penalty: 3607.454102
	Iteration 23Q: 3 clusters Score -147778.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -147783.468750 Penalty: 3607.454102
	Iteration 24Q: 3 clusters Score -147783.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -147789.890625 Penalty: 3607.454102
	Iteration 25Q: 3 clusters Score -147789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -147791.875000 Penalty: 3607.454102
	Iteration 26Q: 3 clusters Score -147791.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -147794.078125 Penalty: 3607.454102
	Iteration 27Q: 3 clusters Score -147794.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -147795.796875 Penalty: 3607.454102
	Iteration 28Q: 3 clusters Score -147795.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -147795.796875 Penalty: 3607.454102
	Iteration 29F: 3 clusters Score -147795.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Entering Unmasked Estep 
Score: -8059398.000000 Penalty: 2740.325195
	Iteration 0F: 2 clusters Score -8059398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -8017055.500000 Penalty: 5480.650391
	Iteration 0F: 3 clusters Score -8017056 nChanged 29350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -8033269.000000 Penalty: 5480.650391
	Iteration 1F: 3 clusters Score -8033269 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -8033725.000000 Penalty: 5480.650391
	Iteration 2Q: 3 clusters Score -8033725 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -8034238.500000 Penalty: 5480.650391
	Iteration 3Q: 3 clusters Score -8034238 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -8034936.500000 Penalty: 5480.650391
	Iteration 4Q: 3 clusters Score -8034936 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -8036091.500000 Penalty: 5480.650391
	Iteration 5Q: 3 clusters Score -8036092 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -8038013.000000 Penalty: 5480.650391
	Iteration 6F: 3 clusters Score -8038013 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -8041490.000000 Penalty: 5480.650391
	Iteration 7F: 3 clusters Score -8041490 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -8046536.500000 Penalty: 5480.650391
	Iteration 8F: 3 clusters Score -8046536 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -8051899.000000 Penalty: 5480.650391
	Iteration 9F: 3 clusters Score -8051899 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -8055167.500000 Penalty: 5480.650391
	Iteration 10F: 3 clusters Score -8055168 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 62205 members 
Entering Unmasked Estep 
Score: -8056382.000000 Penalty: 5480.650391
	Iteration 11Q: 3 clusters Score -8056382 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 62552 members 
Entering Unmasked Estep 
Score: -8056738.500000 Penalty: 5480.650391
	Iteration 12Q: 3 clusters Score -8056738 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -8056877.000000 Penalty: 5480.650391
	Iteration 13Q: 3 clusters Score -8056877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -8056931.000000 Penalty: 5480.650391
	Iteration 14Q: 3 clusters Score -8056931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -8056945.500000 Penalty: 5480.650391
	Iteration 15Q: 3 clusters Score -8056946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -8056957.500000 Penalty: 5480.650391
	Iteration 16Q: 3 clusters Score -8056958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
Score: -8056971.500000 Penalty: 5480.650391
	Iteration 17Q: 3 clusters Score -8056972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -8056977.500000 Penalty: 5480.650391
	Iteration 18Q: 3 clusters Score -8056978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -8056979.500000 Penalty: 5480.650391
	Iteration 19Q: 3 clusters Score -8056980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -8056983.500000 Penalty: 5480.650391
	Iteration 20F: 3 clusters Score -8056984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (39001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Entering Unmasked Estep 
Score: -5000881.000000 Penalty: 2621.692871
	Iteration 0F: 2 clusters Score -5000881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -4974299.000000 Penalty: 5243.385742
	Iteration 0F: 3 clusters Score -4974299 nChanged 17893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -4984257.000000 Penalty: 5243.385742
	Iteration 1F: 3 clusters Score -4984257 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -4984783.500000 Penalty: 5243.385742
	Iteration 2Q: 3 clusters Score -4984784 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -4985352.500000 Penalty: 5243.385742
	Iteration 3Q: 3 clusters Score -4985352 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -4985981.000000 Penalty: 5243.385742
	Iteration 4Q: 3 clusters Score -4985981 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -4986799.000000 Penalty: 5243.385742
	Iteration 5Q: 3 clusters Score -4986799 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -4987805.000000 Penalty: 5243.385742
	Iteration 6F: 3 clusters Score -4987805 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -4989161.000000 Penalty: 5243.385742
	Iteration 7F: 3 clusters Score -4989161 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -4990767.500000 Penalty: 5243.385742
	Iteration 8F: 3 clusters Score -4990768 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -4992508.000000 Penalty: 5243.385742
	Iteration 9F: 3 clusters Score -4992508 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -4993986.000000 Penalty: 5243.385742
	Iteration 10F: 3 clusters Score -4993986 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -4995103.500000 Penalty: 5243.385742
	Iteration 11Q: 3 clusters Score -4995104 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -4995741.000000 Penalty: 5243.385742
	Iteration 12Q: 3 clusters Score -4995741 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -4996234.500000 Penalty: 5243.385742
	Iteration 13Q: 3 clusters Score -4996234 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -4996577.000000 Penalty: 5243.385742
	Iteration 14Q: 3 clusters Score -4996577 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -4996852.500000 Penalty: 5243.385742
	Iteration 15Q: 3 clusters Score -4996852 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -4997070.000000 Penalty: 5243.385742
	Iteration 16Q: 3 clusters Score -4997070 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -4997334.000000 Penalty: 5243.385742
	Iteration 17Q: 3 clusters Score -4997334 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -4997513.000000 Penalty: 5243.385742
	Iteration 18Q: 3 clusters Score -4997513 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -4997697.000000 Penalty: 5243.385742
	Iteration 19Q: 3 clusters Score -4997697 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -4997856.000000 Penalty: 5243.385742
	Iteration 20F: 3 clusters Score -4997856 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -4998010.500000 Penalty: 5243.385742
	Iteration 21Q: 3 clusters Score -4998010 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -4998165.500000 Penalty: 5243.385742
	Iteration 22Q: 3 clusters Score -4998166 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -4998295.000000 Penalty: 5243.385742
	Iteration 23Q: 3 clusters Score -4998295 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4998421.500000 Penalty: 5243.385742
	Iteration 24Q: 3 clusters Score -4998422 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4998539.500000 Penalty: 5243.385742
	Iteration 25Q: 3 clusters Score -4998540 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4998613.000000 Penalty: 5243.385742
	Iteration 26Q: 3 clusters Score -4998613 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4998681.000000 Penalty: 5243.385742
	Iteration 27Q: 3 clusters Score -4998681 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4998733.000000 Penalty: 5243.385742
	Iteration 28Q: 3 clusters Score -4998733 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4998787.000000 Penalty: 5243.385742
	Iteration 29Q: 3 clusters Score -4998787 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4998849.500000 Penalty: 5243.385742
	Iteration 30Q: 3 clusters Score -4998850 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4998892.000000 Penalty: 5243.385742
	Iteration 31Q: 3 clusters Score -4998892 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4998936.000000 Penalty: 5243.385742
	Iteration 32Q: 3 clusters Score -4998936 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4998974.500000 Penalty: 5243.385742
	Iteration 33Q: 3 clusters Score -4998974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4998994.500000 Penalty: 5243.385742
	Iteration 34Q: 3 clusters Score -4998994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4998995.500000 Penalty: 5243.385742
	Iteration 35Q: 3 clusters Score -4998996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4999013.500000 Penalty: 5243.385742
	Iteration 36Q: 3 clusters Score -4999014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4999028.000000 Penalty: 5243.385742
	Iteration 37Q: 3 clusters Score -4999028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4999029.000000 Penalty: 5243.385742
	Iteration 38Q: 3 clusters Score -4999029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4999031.500000 Penalty: 5243.385742
	Iteration 39Q: 3 clusters Score -4999032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4999048.000000 Penalty: 5243.385742
	Iteration 40F: 3 clusters Score -4999048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4999045.500000 Penalty: 5243.385742
	Iteration 41Q: 3 clusters Score -4999046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4999049.000000 Penalty: 5243.385742
	Iteration 42Q: 3 clusters Score -4999049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4999048.000000 Penalty: 5243.385742
	Iteration 43Q: 3 clusters Score -4999048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4999059.000000 Penalty: 5243.385742
	Iteration 44Q: 3 clusters Score -4999059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4999057.000000 Penalty: 5243.385742
	Iteration 45Q: 3 clusters Score -4999057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4999055.500000 Penalty: 5243.385742
	Iteration 46Q: 3 clusters Score -4999056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4999065.500000 Penalty: 5243.385742
	Iteration 47Q: 3 clusters Score -4999066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4999068.500000 Penalty: 5243.385742
	Iteration 48Q: 3 clusters Score -4999068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4999069.500000 Penalty: 5243.385742
	Iteration 49Q: 3 clusters Score -4999070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4999071.000000 Penalty: 5243.385742
	Iteration 50Q: 3 clusters Score -4999071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4999073.000000 Penalty: 5243.385742
	Iteration 51Q: 3 clusters Score -4999073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4999075.000000 Penalty: 5243.385742
	Iteration 52Q: 3 clusters Score -4999075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4999075.500000 Penalty: 5243.385742
	Iteration 53Q: 3 clusters Score -4999076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4999079.500000 Penalty: 5243.385742
	Iteration 54Q: 3 clusters Score -4999080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4999078.500000 Penalty: 5243.385742
	Iteration 55Q: 3 clusters Score -4999078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4999080.500000 Penalty: 5243.385742
	Iteration 56Q: 3 clusters Score -4999080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4999079.000000 Penalty: 5243.385742
	Iteration 57Q: 3 clusters Score -4999079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4999080.500000 Penalty: 5243.385742
	Iteration 58Q: 3 clusters Score -4999080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4999080.500000 Penalty: 5243.385742
	Iteration 59F: 3 clusters Score -4999080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (333269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333269 members 
Entering Unmasked Estep 
Score: -43246164.000000 Penalty: 3153.742920
	Iteration 0F: 2 clusters Score -4.324616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166453 members 
Mstep: Class 2 contains 166816 members 
Entering Unmasked Estep 
Score: -43071184.000000 Penalty: 6307.485840
	Iteration 0F: 3 clusters Score -4.307118e+07 nChanged 161518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161037 members 
Mstep: Class 2 contains 172232 members 
Entering Unmasked Estep 
Score: -43166728.000000 Penalty: 6307.485840
	Iteration 1F: 3 clusters Score -4.316673e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156800 members 
Mstep: Class 2 contains 176469 members 
Entering Unmasked Estep 
Score: -43168752.000000 Penalty: 6307.485840
	Iteration 2Q: 3 clusters Score -4.316875e+07 nChanged 10536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150366 members 
Mstep: Class 2 contains 182903 members 
Entering Unmasked Estep 
Score: -43170656.000000 Penalty: 6307.485840
	Iteration 3Q: 3 clusters Score -4.317066e+07 nChanged 13408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141118 members 
Mstep: Class 2 contains 192151 members 
Entering Unmasked Estep 
Score: -43173576.000000 Penalty: 6307.485840
	Iteration 4Q: 3 clusters Score -4.317358e+07 nChanged 16887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128569 members 
Mstep: Class 2 contains 204700 members 
Entering Unmasked Estep 
Score: -43178452.000000 Penalty: 6307.485840
	Iteration 5F: 3 clusters Score -4.317845e+07 nChanged 19753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113262 members 
Mstep: Class 2 contains 220007 members 
Entering Unmasked Estep 
Score: -43185744.000000 Penalty: 6307.485840
	Iteration 6F: 3 clusters Score -4.318574e+07 nChanged 20927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98023 members 
Mstep: Class 2 contains 235246 members 
Entering Unmasked Estep 
Score: -43195236.000000 Penalty: 6307.485840
	Iteration 7F: 3 clusters Score -4.319524e+07 nChanged 19959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86598 members 
Mstep: Class 2 contains 246671 members 
Entering Unmasked Estep 
Score: -43206664.000000 Penalty: 6307.485840
	Iteration 8F: 3 clusters Score -4.320666e+07 nChanged 18516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81436 members 
Mstep: Class 2 contains 251833 members 
Entering Unmasked Estep 
Score: -43218676.000000 Penalty: 6307.485840
	Iteration 9F: 3 clusters Score -4.321868e+07 nChanged 15946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82140 members 
Mstep: Class 2 contains 251129 members 
Entering Unmasked Estep 
Score: -43226184.000000 Penalty: 6307.485840
	Iteration 10Q: 3 clusters Score -4.322618e+07 nChanged 10935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84893 members 
Mstep: Class 2 contains 248376 members 
Entering Unmasked Estep 
Score: -43228444.000000 Penalty: 6307.485840
	Iteration 11Q: 3 clusters Score -4.322844e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87827 members 
Mstep: Class 2 contains 245442 members 
Entering Unmasked Estep 
Score: -43228540.000000 Penalty: 6307.485840
	Iteration 12Q: 3 clusters Score -4.322854e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90824 members 
Mstep: Class 2 contains 242445 members 
Entering Unmasked Estep 
Score: -43228744.000000 Penalty: 6307.485840
	Iteration 13Q: 3 clusters Score -4.322874e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93947 members 
Mstep: Class 2 contains 239322 members 
Entering Unmasked Estep 
Score: -43228708.000000 Penalty: 6307.485840
	Iteration 14Q: 3 clusters Score -4.322871e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97247 members 
Mstep: Class 2 contains 236022 members 
Entering Unmasked Estep 
Score: -43228872.000000 Penalty: 6307.485840
	Iteration 15Q: 3 clusters Score -4.322887e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100651 members 
Mstep: Class 2 contains 232618 members 
Entering Unmasked Estep 
Score: -43228748.000000 Penalty: 6307.485840
	Iteration 16Q: 3 clusters Score -4.322875e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104177 members 
Mstep: Class 2 contains 229092 members 
Entering Unmasked Estep 
Score: -43228684.000000 Penalty: 6307.485840
	Iteration 17Q: 3 clusters Score -4.322868e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107915 members 
Mstep: Class 2 contains 225354 members 
Entering Unmasked Estep 
Score: -43228584.000000 Penalty: 6307.485840
	Iteration 18Q: 3 clusters Score -4.322858e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111841 members 
Mstep: Class 2 contains 221428 members 
Entering Unmasked Estep 
Score: -43228756.000000 Penalty: 6307.485840
	Iteration 19Q: 3 clusters Score -4.322876e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115843 members 
Mstep: Class 2 contains 217426 members 
Entering Unmasked Estep 
Score: -43228672.000000 Penalty: 6307.485840
	Iteration 20F: 3 clusters Score -4.322867e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119838 members 
Mstep: Class 2 contains 213431 members 
Entering Unmasked Estep 
Score: -43228568.000000 Penalty: 6307.485840
	Iteration 21Q: 3 clusters Score -4.322857e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123869 members 
Mstep: Class 2 contains 209400 members 
Entering Unmasked Estep 
Score: -43228888.000000 Penalty: 6307.485840
	Iteration 22Q: 3 clusters Score -4.322889e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128020 members 
Mstep: Class 2 contains 205249 members 
Entering Unmasked Estep 
Score: -43229124.000000 Penalty: 6307.485840
	Iteration 23Q: 3 clusters Score -4.322912e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132287 members 
Mstep: Class 2 contains 200982 members 
Entering Unmasked Estep 
Score: -43229504.000000 Penalty: 6307.485840
	Iteration 24Q: 3 clusters Score -4.32295e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136622 members 
Mstep: Class 2 contains 196647 members 
Entering Unmasked Estep 
Score: -43229560.000000 Penalty: 6307.485840
	Iteration 25Q: 3 clusters Score -4.322956e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141073 members 
Mstep: Class 2 contains 192196 members 
Entering Unmasked Estep 
Score: -43230180.000000 Penalty: 6307.485840
	Iteration 26Q: 3 clusters Score -4.323018e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145266 members 
Mstep: Class 2 contains 188003 members 
Entering Unmasked Estep 
Score: -43230112.000000 Penalty: 6307.485840
	Iteration 27Q: 3 clusters Score -4.323011e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149529 members 
Mstep: Class 2 contains 183740 members 
Entering Unmasked Estep 
Score: -43230644.000000 Penalty: 6307.485840
	Iteration 28Q: 3 clusters Score -4.323064e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154146 members 
Mstep: Class 2 contains 179123 members 
Entering Unmasked Estep 
Score: -43231152.000000 Penalty: 6307.485840
	Iteration 29Q: 3 clusters Score -4.323115e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159369 members 
Mstep: Class 2 contains 173900 members 
Entering Unmasked Estep 
Score: -43231436.000000 Penalty: 6307.485840
	Iteration 30Q: 3 clusters Score -4.323144e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165487 members 
Mstep: Class 2 contains 167782 members 
Entering Unmasked Estep 
Score: -43231688.000000 Penalty: 6307.485840
	Iteration 31Q: 3 clusters Score -4.323169e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171949 members 
Mstep: Class 2 contains 161320 members 
Entering Unmasked Estep 
Score: -43231896.000000 Penalty: 6307.485840
	Iteration 32Q: 3 clusters Score -4.32319e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178774 members 
Mstep: Class 2 contains 154495 members 
Entering Unmasked Estep 
Score: -43231808.000000 Penalty: 6307.485840
	Iteration 33Q: 3 clusters Score -4.323181e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185739 members 
Mstep: Class 2 contains 147530 members 
Entering Unmasked Estep 
Score: -43231864.000000 Penalty: 6307.485840
	Iteration 34Q: 3 clusters Score -4.323186e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192894 members 
Mstep: Class 2 contains 140375 members 
Entering Unmasked Estep 
Score: -43232304.000000 Penalty: 6307.485840
	Iteration 35Q: 3 clusters Score -4.32323e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201093 members 
Mstep: Class 2 contains 132176 members 
Entering Unmasked Estep 
Score: -43233024.000000 Penalty: 6307.485840
	Iteration 36Q: 3 clusters Score -4.323302e+07 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210470 members 
Mstep: Class 2 contains 122799 members 
Entering Unmasked Estep 
Score: -43233808.000000 Penalty: 6307.485840
	Iteration 37Q: 3 clusters Score -4.323381e+07 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220895 members 
Mstep: Class 2 contains 112374 members 
Entering Unmasked Estep 
Score: -43234596.000000 Penalty: 6307.485840
	Iteration 38Q: 3 clusters Score -4.32346e+07 nChanged 11257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231618 members 
Mstep: Class 2 contains 101651 members 
Entering Unmasked Estep 
Score: -43234948.000000 Penalty: 6307.485840
	Iteration 39Q: 3 clusters Score -4.323495e+07 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241291 members 
Mstep: Class 2 contains 91978 members 
Entering Unmasked Estep 
Score: -43237240.000000 Penalty: 6307.485840
	Iteration 40F: 3 clusters Score -4.323724e+07 nChanged 13031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254128 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
Score: -43240088.000000 Penalty: 6307.485840
	Iteration 41Q: 3 clusters Score -4.324009e+07 nChanged 12623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266403 members 
Mstep: Class 2 contains 66866 members 
Entering Unmasked Estep 
Score: -43242008.000000 Penalty: 6307.485840
	Iteration 42Q: 3 clusters Score -4.324201e+07 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277446 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -43245076.000000 Penalty: 6307.485840
	Iteration 43Q: 3 clusters Score -4.324508e+07 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287121 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -43248996.000000 Penalty: 6307.485840
	Iteration 44Q: 3 clusters Score -4.3249e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295195 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -43251724.000000 Penalty: 6307.485840
	Iteration 45Q: 3 clusters Score -4.325172e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301794 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -43257000.000000 Penalty: 6307.485840
	Iteration 46Q: 3 clusters Score -4.3257e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307242 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -43259368.000000 Penalty: 6307.485840
	Iteration 47Q: 3 clusters Score -4.325937e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311721 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -43259356.000000 Penalty: 6307.485840
	Iteration 48Q: 3 clusters Score -4.325936e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315475 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -43257924.000000 Penalty: 6307.485840
	Iteration 49Q: 3 clusters Score -4.325792e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318525 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -43256060.000000 Penalty: 6307.485840
	Iteration 50Q: 3 clusters Score -4.325606e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321068 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -43254736.000000 Penalty: 6307.485840
	Iteration 51Q: 3 clusters Score -4.325474e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323138 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -43253384.000000 Penalty: 6307.485840
	Iteration 52Q: 3 clusters Score -4.325338e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324762 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -43252480.000000 Penalty: 6307.485840
	Iteration 53Q: 3 clusters Score -4.325248e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326058 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -43251620.000000 Penalty: 6307.485840
	Iteration 54Q: 3 clusters Score -4.325162e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327034 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -43250956.000000 Penalty: 6307.485840
	Iteration 55Q: 3 clusters Score -4.325096e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327824 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -43250244.000000 Penalty: 6307.485840
	Iteration 56Q: 3 clusters Score -4.325024e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328422 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -43249820.000000 Penalty: 6307.485840
	Iteration 57Q: 3 clusters Score -4.324982e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328924 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -43249532.000000 Penalty: 6307.485840
	Iteration 58Q: 3 clusters Score -4.324953e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329292 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -43249384.000000 Penalty: 6307.485840
	Iteration 59Q: 3 clusters Score -4.324938e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329582 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -43249268.000000 Penalty: 6307.485840
	Iteration 60F: 3 clusters Score -4.324927e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329840 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -43249092.000000 Penalty: 6307.485840
	Iteration 61Q: 3 clusters Score -4.324909e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330037 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -43248900.000000 Penalty: 6307.485840
	Iteration 62Q: 3 clusters Score -4.32489e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330186 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -43248856.000000 Penalty: 6307.485840
	Iteration 63Q: 3 clusters Score -4.324886e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330289 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -43248760.000000 Penalty: 6307.485840
	Iteration 64Q: 3 clusters Score -4.324876e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330374 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -43248604.000000 Penalty: 6307.485840
	Iteration 65Q: 3 clusters Score -4.32486e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330448 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -43248600.000000 Penalty: 6307.485840
	Iteration 66Q: 3 clusters Score -4.32486e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330503 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -43248576.000000 Penalty: 6307.485840
	Iteration 67Q: 3 clusters Score -4.324858e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330549 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -43248588.000000 Penalty: 6307.485840
	Iteration 68Q: 3 clusters Score -4.324859e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330591 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -43248560.000000 Penalty: 6307.485840
	Iteration 69Q: 3 clusters Score -4.324856e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330627 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -43248548.000000 Penalty: 6307.485840
	Iteration 70Q: 3 clusters Score -4.324855e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330643 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -43248584.000000 Penalty: 6307.485840
	Iteration 71Q: 3 clusters Score -4.324858e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330661 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -43248588.000000 Penalty: 6307.485840
	Iteration 72Q: 3 clusters Score -4.324859e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330681 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -43248560.000000 Penalty: 6307.485840
	Iteration 73Q: 3 clusters Score -4.324856e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330696 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -43248588.000000 Penalty: 6307.485840
	Iteration 74Q: 3 clusters Score -4.324859e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330705 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -43248584.000000 Penalty: 6307.485840
	Iteration 75Q: 3 clusters Score -4.324858e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330706 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -43248576.000000 Penalty: 6307.485840
	Iteration 76Q: 3 clusters Score -4.324858e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330705 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -43248640.000000 Penalty: 6307.485840
	Iteration 77Q: 3 clusters Score -4.324864e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330706 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -43248596.000000 Penalty: 6307.485840
	Iteration 78Q: 3 clusters Score -4.32486e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330703 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -43248612.000000 Penalty: 6307.485840
	Iteration 79Q: 3 clusters Score -4.324861e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330690 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -43248648.000000 Penalty: 6307.485840
	Iteration 80F: 3 clusters Score -4.324865e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330683 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -43248656.000000 Penalty: 6307.485840
	Iteration 81Q: 3 clusters Score -4.324866e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330688 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -43248640.000000 Penalty: 6307.485840
	Iteration 82Q: 3 clusters Score -4.324864e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330689 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -43248696.000000 Penalty: 6307.485840
	Iteration 83Q: 3 clusters Score -4.32487e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330690 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -43248712.000000 Penalty: 6307.485840
	Iteration 84Q: 3 clusters Score -4.324871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330691 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -43248728.000000 Penalty: 6307.485840
	Iteration 85Q: 3 clusters Score -4.324873e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330696 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -43248744.000000 Penalty: 6307.485840
	Iteration 86Q: 3 clusters Score -4.324874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330692 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -43248768.000000 Penalty: 6307.485840
	Iteration 87Q: 3 clusters Score -4.324877e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330697 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -43248772.000000 Penalty: 6307.485840
	Iteration 88Q: 3 clusters Score -4.324877e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330699 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -43248764.000000 Penalty: 6307.485840
	Iteration 89Q: 3 clusters Score -4.324876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330700 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -43248764.000000 Penalty: 6307.485840
	Iteration 90Q: 3 clusters Score -4.324876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330699 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -43248768.000000 Penalty: 6307.485840
	Iteration 91Q: 3 clusters Score -4.324877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330698 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -43248784.000000 Penalty: 6307.485840
	Iteration 92Q: 3 clusters Score -4.324878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330699 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -43248776.000000 Penalty: 6307.485840
	Iteration 93Q: 3 clusters Score -4.324878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330700 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -43248780.000000 Penalty: 6307.485840
	Iteration 94Q: 3 clusters Score -4.324878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330704 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -43248756.000000 Penalty: 6307.485840
	Iteration 95Q: 3 clusters Score -4.324876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330706 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -43248736.000000 Penalty: 6307.485840
	Iteration 96Q: 3 clusters Score -4.324874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330706 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -43248736.000000 Penalty: 6307.485840
	Iteration 97Q: 3 clusters Score -4.324874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330707 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -43248724.000000 Penalty: 6307.485840
	Iteration 98Q: 3 clusters Score -4.324872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330706 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -43248756.000000 Penalty: 6307.485840
	Iteration 99Q: 3 clusters Score -4.324876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330704 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -43248752.000000 Penalty: 6307.485840
	Iteration 100F: 3 clusters Score -4.324875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330700 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -43248736.000000 Penalty: 6307.485840
	Iteration 101Q: 3 clusters Score -4.324874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330700 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -43248752.000000 Penalty: 6307.485840
	Iteration 102Q: 3 clusters Score -4.324875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330700 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -43248740.000000 Penalty: 6307.485840
	Iteration 103Q: 3 clusters Score -4.324874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330704 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -43248744.000000 Penalty: 6307.485840
	Iteration 104Q: 3 clusters Score -4.324874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330703 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -43248776.000000 Penalty: 6307.485840
	Iteration 105Q: 3 clusters Score -4.324878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330704 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -43248752.000000 Penalty: 6307.485840
	Iteration 106Q: 3 clusters Score -4.324875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330702 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -43248764.000000 Penalty: 6307.485840
	Iteration 107Q: 3 clusters Score -4.324876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330702 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -43248764.000000 Penalty: 6307.485840
	Iteration 108F: 3 clusters Score -4.324876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 44746 members 
Mstep: Class 3 contains 25151 members 
Mstep: Class 4 contains 21048 members 
Mstep: Class 5 contains 18170 members 
Mstep: Class 6 contains 64387 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33009 members 
Mstep: Class 11 contains 9319 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7236 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6891 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 12209 members 
Mstep: Class 19 contains 14226 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 62925 members 
Mstep: Class 22 contains 39001 members 
Mstep: Class 23 contains 330702 members 
Mstep: Class 24 contains 4593 members 
Mstep: Class 25 contains 2567 members 
Entering Unmasked Estep 
Score: -90797208.000000 Penalty: 83590.781250
Splitting cluster 23 changes total score from -90794136.000000 to -90797208.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 24 (4593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Entering Unmasked Estep 
Score: -574795.062500 Penalty: 2091.207764
	Iteration 0F: 2 clusters Score -574795.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -570527.125000 Penalty: 4182.415527
	Iteration 0F: 3 clusters Score -570527.1 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -571550.125000 Penalty: 4182.415527
	Iteration 1F: 3 clusters Score -571550.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -571785.500000 Penalty: 4182.415527
	Iteration 2F: 3 clusters Score -571785.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -571912.562500 Penalty: 4182.415527
	Iteration 3Q: 3 clusters Score -571912.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -572032.062500 Penalty: 4182.415527
	Iteration 4Q: 3 clusters Score -572032.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -572132.625000 Penalty: 4182.415527
	Iteration 5Q: 3 clusters Score -572132.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -572230.500000 Penalty: 4182.415527
	Iteration 6Q: 3 clusters Score -572230.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -572317.750000 Penalty: 4182.415527
	Iteration 7Q: 3 clusters Score -572317.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -572395.625000 Penalty: 4182.415527
	Iteration 8Q: 3 clusters Score -572395.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -572471.812500 Penalty: 4182.415527
	Iteration 9Q: 3 clusters Score -572471.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -572569.187500 Penalty: 4182.415527
	Iteration 10Q: 3 clusters Score -572569.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -572675.375000 Penalty: 4182.415527
	Iteration 11Q: 3 clusters Score -572675.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -572805.562500 Penalty: 4182.415527
	Iteration 12Q: 3 clusters Score -572805.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -572925.937500 Penalty: 4182.415527
	Iteration 13Q: 3 clusters Score -572925.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -573039.562500 Penalty: 4182.415527
	Iteration 14Q: 3 clusters Score -573039.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -573111.375000 Penalty: 4182.415527
	Iteration 15Q: 3 clusters Score -573111.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -573181.875000 Penalty: 4182.415527
	Iteration 16Q: 3 clusters Score -573181.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -573268.375000 Penalty: 4182.415527
	Iteration 17Q: 3 clusters Score -573268.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -573349.875000 Penalty: 4182.415527
	Iteration 18Q: 3 clusters Score -573349.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -573462.687500 Penalty: 4182.415527
	Iteration 19Q: 3 clusters Score -573462.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -573585.500000 Penalty: 4182.415527
	Iteration 20F: 3 clusters Score -573585.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -573773.750000 Penalty: 4182.415527
	Iteration 21Q: 3 clusters Score -573773.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -574033.125000 Penalty: 4182.415527
	Iteration 22Q: 3 clusters Score -574033.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -574388.062500 Penalty: 4182.415527
	Iteration 23Q: 3 clusters Score -574388.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -574855.375000 Penalty: 4182.415527
	Iteration 24Q: 3 clusters Score -574855.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -575380.937500 Penalty: 4182.415527
	Iteration 25Q: 3 clusters Score -575380.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -575814.062500 Penalty: 4182.415527
	Iteration 26Q: 3 clusters Score -575814.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -576011.625000 Penalty: 4182.415527
	Iteration 27Q: 3 clusters Score -576011.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -576076.375000 Penalty: 4182.415527
	Iteration 28Q: 3 clusters Score -576076.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -576108.062500 Penalty: 4182.415527
	Iteration 29Q: 3 clusters Score -576108.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -576121.937500 Penalty: 4182.415527
	Iteration 30Q: 3 clusters Score -576121.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -576124.062500 Penalty: 4182.415527
	Iteration 31Q: 3 clusters Score -576124.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -576127.437500 Penalty: 4182.415527
	Iteration 32Q: 3 clusters Score -576127.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -576133.187500 Penalty: 4182.415527
	Iteration 33Q: 3 clusters Score -576133.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -576142.125000 Penalty: 4182.415527
	Iteration 34Q: 3 clusters Score -576142.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -576151.562500 Penalty: 4182.415527
	Iteration 35Q: 3 clusters Score -576151.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -576165.437500 Penalty: 4182.415527
	Iteration 36Q: 3 clusters Score -576165.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -576173.375000 Penalty: 4182.415527
	Iteration 37Q: 3 clusters Score -576173.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -576179.562500 Penalty: 4182.415527
	Iteration 38Q: 3 clusters Score -576179.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -576184.687500 Penalty: 4182.415527
	Iteration 39Q: 3 clusters Score -576184.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -576192.312500 Penalty: 4182.415527
	Iteration 40F: 3 clusters Score -576192.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -576198.437500 Penalty: 4182.415527
	Iteration 41Q: 3 clusters Score -576198.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -576206.937500 Penalty: 4182.415527
	Iteration 42Q: 3 clusters Score -576206.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -576215.312500 Penalty: 4182.415527
	Iteration 43Q: 3 clusters Score -576215.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -576224.187500 Penalty: 4182.415527
	Iteration 44Q: 3 clusters Score -576224.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -576228.312500 Penalty: 4182.415527
	Iteration 45Q: 3 clusters Score -576228.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -576233.187500 Penalty: 4182.415527
	Iteration 46Q: 3 clusters Score -576233.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -576237.750000 Penalty: 4182.415527
	Iteration 47Q: 3 clusters Score -576237.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -576240.750000 Penalty: 4182.415527
	Iteration 48Q: 3 clusters Score -576240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -576240.625000 Penalty: 4182.415527
	Iteration 49Q: 3 clusters Score -576240.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -576240.625000 Penalty: 4182.415527
	Iteration 50Q: 3 clusters Score -576240.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -576241.125000 Penalty: 4182.415527
	Iteration 51Q: 3 clusters Score -576241.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -576241.125000 Penalty: 4182.415527
	Iteration 52F: 3 clusters Score -576241.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 44746 members 
Mstep: Class 3 contains 25151 members 
Mstep: Class 4 contains 21048 members 
Mstep: Class 5 contains 18170 members 
Mstep: Class 6 contains 64387 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33009 members 
Mstep: Class 11 contains 9319 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7236 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6891 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 12209 members 
Mstep: Class 19 contains 14226 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 62925 members 
Mstep: Class 22 contains 39001 members 
Mstep: Class 23 contains 330702 members 
Mstep: Class 24 contains 2378 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 2215 members 
Entering Unmasked Estep 
Score: -90797272.000000 Penalty: 86934.414062
Splitting cluster 24 changes total score from -90794136.000000 to -90797272.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 44746 members 
Mstep: Class 3 contains 25151 members 
Mstep: Class 4 contains 21048 members 
Mstep: Class 5 contains 18170 members 
Mstep: Class 6 contains 64387 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33009 members 
Mstep: Class 11 contains 9319 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7236 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 452 members 
Mstep: Class 16 contains 6891 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 12209 members 
Mstep: Class 19 contains 14226 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 62925 members 
Mstep: Class 22 contains 39001 members 
Mstep: Class 23 contains 330702 members 
Mstep: Class 24 contains 2378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797456.000000 Penalty: 86934.414062
Iteration 79Q: 27 clusters Score -9.079746e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 44591 members 
Mstep: Class 3 contains 25160 members 
Mstep: Class 4 contains 21062 members 
Mstep: Class 5 contains 18362 members 
Mstep: Class 6 contains 64385 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32982 members 
Mstep: Class 11 contains 9319 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7240 members 
Mstep: Class 14 contains 5146 members 
Mstep: Class 15 contains 456 members 
Mstep: Class 16 contains 6890 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 14227 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 62573 members 
Mstep: Class 22 contains 38981 members 
Mstep: Class 23 contains 331063 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 2186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797520.000000 Penalty: 86934.414062
Iteration 80F: 27 clusters Score -9.079752e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 44457 members 
Mstep: Class 3 contains 25163 members 
Mstep: Class 4 contains 21084 members 
Mstep: Class 5 contains 17949 members 
Mstep: Class 6 contains 64388 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32984 members 
Mstep: Class 11 contains 9337 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7245 members 
Mstep: Class 14 contains 5146 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 6880 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 12218 members 
Mstep: Class 19 contains 14229 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 62324 members 
Mstep: Class 22 contains 38966 members 
Mstep: Class 23 contains 331219 members 
Mstep: Class 24 contains 2376 members 
Mstep: Class 25 contains 3137 members 
Mstep: Class 26 contains 2221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797664.000000 Penalty: 86934.414062
Iteration 81Q: 27 clusters Score -9.079766e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 44391 members 
Mstep: Class 3 contains 25160 members 
Mstep: Class 4 contains 21114 members 
Mstep: Class 5 contains 17557 members 
Mstep: Class 6 contains 64400 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32995 members 
Mstep: Class 11 contains 9326 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7253 members 
Mstep: Class 14 contains 5148 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 6868 members 
Mstep: Class 17 contains 1534 members 
Mstep: Class 18 contains 12224 members 
Mstep: Class 19 contains 14244 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 62146 members 
Mstep: Class 22 contains 38963 members 
Mstep: Class 23 contains 331321 members 
Mstep: Class 24 contains 2373 members 
Mstep: Class 25 contains 3607 members 
Mstep: Class 26 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90797840.000000 Penalty: 86934.414062
Iteration 82Q: 27 clusters Score -9.079784e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 44331 members 
Mstep: Class 3 contains 25163 members 
Mstep: Class 4 contains 21143 members 
Mstep: Class 5 contains 17153 members 
Mstep: Class 6 contains 64433 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32999 members 
Mstep: Class 11 contains 9292 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7261 members 
Mstep: Class 14 contains 5149 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 6856 members 
Mstep: Class 17 contains 1534 members 
Mstep: Class 18 contains 12235 members 
Mstep: Class 19 contains 14250 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 61996 members 
Mstep: Class 22 contains 38966 members 
Mstep: Class 23 contains 331406 members 
Mstep: Class 24 contains 2371 members 
Mstep: Class 25 contains 4080 members 
Mstep: Class 26 contains 2244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90798232.000000 Penalty: 86934.414062
Iteration 83Q: 27 clusters Score -9.079823e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 44263 members 
Mstep: Class 3 contains 25159 members 
Mstep: Class 4 contains 21182 members 
Mstep: Class 5 contains 16774 members 
Mstep: Class 6 contains 64456 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32997 members 
Mstep: Class 11 contains 9236 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7264 members 
Mstep: Class 14 contains 5156 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 6842 members 
Mstep: Class 17 contains 1533 members 
Mstep: Class 18 contains 12245 members 
Mstep: Class 19 contains 14261 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 61894 members 
Mstep: Class 22 contains 38973 members 
Mstep: Class 23 contains 331414 members 
Mstep: Class 24 contains 2367 members 
Mstep: Class 25 contains 4598 members 
Mstep: Class 26 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90798656.000000 Penalty: 86934.414062
Iteration 84Q: 27 clusters Score -9.079866e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 44213 members 
Mstep: Class 3 contains 25146 members 
Mstep: Class 4 contains 21228 members 
Mstep: Class 5 contains 16373 members 
Mstep: Class 6 contains 64501 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32993 members 
Mstep: Class 11 contains 9168 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 5158 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 6827 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 12252 members 
Mstep: Class 19 contains 14266 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 61809 members 
Mstep: Class 22 contains 38974 members 
Mstep: Class 23 contains 331379 members 
Mstep: Class 24 contains 2365 members 
Mstep: Class 25 contains 5157 members 
Mstep: Class 26 contains 2253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90799128.000000 Penalty: 86934.414062
Iteration 85Q: 27 clusters Score -9.079913e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 44175 members 
Mstep: Class 3 contains 25130 members 
Mstep: Class 4 contains 21266 members 
Mstep: Class 5 contains 16019 members 
Mstep: Class 6 contains 64526 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32999 members 
Mstep: Class 11 contains 9098 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7275 members 
Mstep: Class 14 contains 5162 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 6814 members 
Mstep: Class 17 contains 1533 members 
Mstep: Class 18 contains 12255 members 
Mstep: Class 19 contains 14277 members 
Mstep: Class 20 contains 1445 members 
Mstep: Class 21 contains 61716 members 
Mstep: Class 22 contains 38972 members 
Mstep: Class 23 contains 331342 members 
Mstep: Class 24 contains 2362 members 
Mstep: Class 25 contains 5698 members 
Mstep: Class 26 contains 2256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90799592.000000 Penalty: 86934.414062
Iteration 86Q: 27 clusters Score -9.079959e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 44157 members 
Mstep: Class 3 contains 25105 members 
Mstep: Class 4 contains 21302 members 
Mstep: Class 5 contains 15707 members 
Mstep: Class 6 contains 64535 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 32999 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7275 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 457 members 
Mstep: Class 16 contains 6806 members 
Mstep: Class 17 contains 1533 members 
Mstep: Class 18 contains 12262 members 
Mstep: Class 19 contains 14287 members 
Mstep: Class 20 contains 1446 members 
Mstep: Class 21 contains 61629 members 
Mstep: Class 22 contains 38972 members 
Mstep: Class 23 contains 331310 members 
Mstep: Class 24 contains 2359 members 
Mstep: Class 25 contains 6210 members 
Mstep: Class 26 contains 2260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90799920.000000 Penalty: 86934.414062
Iteration 87Q: 27 clusters Score -9.079992e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 44102 members 
Mstep: Class 3 contains 25086 members 
Mstep: Class 4 contains 21329 members 
Mstep: Class 5 contains 15451 members 
Mstep: Class 6 contains 64548 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33005 members 
Mstep: Class 11 contains 8912 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7288 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 6797 members 
Mstep: Class 17 contains 1534 members 
Mstep: Class 18 contains 12265 members 
Mstep: Class 19 contains 14295 members 
Mstep: Class 20 contains 1446 members 
Mstep: Class 21 contains 61554 members 
Mstep: Class 22 contains 38984 members 
Mstep: Class 23 contains 331277 members 
Mstep: Class 24 contains 2357 members 
Mstep: Class 25 contains 6665 members 
Mstep: Class 26 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800336.000000 Penalty: 86934.414062
Iteration 88Q: 27 clusters Score -9.080034e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 44060 members 
Mstep: Class 3 contains 25080 members 
Mstep: Class 4 contains 21361 members 
Mstep: Class 5 contains 15227 members 
Mstep: Class 6 contains 64557 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33010 members 
Mstep: Class 11 contains 8829 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 7297 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 6791 members 
Mstep: Class 17 contains 1534 members 
Mstep: Class 18 contains 12271 members 
Mstep: Class 19 contains 14300 members 
Mstep: Class 20 contains 1448 members 
Mstep: Class 21 contains 61483 members 
Mstep: Class 22 contains 38988 members 
Mstep: Class 23 contains 331237 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 7072 members 
Mstep: Class 26 contains 2263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800640.000000 Penalty: 86934.414062
Iteration 89Q: 27 clusters Score -9.080064e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 44006 members 
Mstep: Class 3 contains 25066 members 
Mstep: Class 4 contains 21388 members 
Mstep: Class 5 contains 15070 members 
Mstep: Class 6 contains 64564 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33016 members 
Mstep: Class 11 contains 8765 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7311 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 6788 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 12276 members 
Mstep: Class 19 contains 14302 members 
Mstep: Class 20 contains 1447 members 
Mstep: Class 21 contains 61409 members 
Mstep: Class 22 contains 39002 members 
Mstep: Class 23 contains 331196 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 7419 members 
Mstep: Class 26 contains 2264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800656.000000 Penalty: 86934.414062
Iteration 90Q: 27 clusters Score -9.080066e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 43944 members 
Mstep: Class 3 contains 25043 members 
Mstep: Class 4 contains 21418 members 
Mstep: Class 5 contains 14925 members 
Mstep: Class 6 contains 64544 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33022 members 
Mstep: Class 11 contains 8712 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7315 members 
Mstep: Class 14 contains 5168 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 6785 members 
Mstep: Class 17 contains 1541 members 
Mstep: Class 18 contains 12280 members 
Mstep: Class 19 contains 14301 members 
Mstep: Class 20 contains 1447 members 
Mstep: Class 21 contains 61330 members 
Mstep: Class 22 contains 39015 members 
Mstep: Class 23 contains 331180 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 7768 members 
Mstep: Class 26 contains 2266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800848.000000 Penalty: 86934.414062
Iteration 91Q: 27 clusters Score -9.080085e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 43899 members 
Mstep: Class 3 contains 25023 members 
Mstep: Class 4 contains 21443 members 
Mstep: Class 5 contains 14820 members 
Mstep: Class 6 contains 64511 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33019 members 
Mstep: Class 11 contains 8674 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7321 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 6781 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 12280 members 
Mstep: Class 19 contains 14305 members 
Mstep: Class 20 contains 1447 members 
Mstep: Class 21 contains 61261 members 
Mstep: Class 22 contains 39031 members 
Mstep: Class 23 contains 331155 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 8054 members 
Mstep: Class 26 contains 2267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90800968.000000 Penalty: 86934.414062
Iteration 92Q: 27 clusters Score -9.080097e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 43867 members 
Mstep: Class 3 contains 25014 members 
Mstep: Class 4 contains 21463 members 
Mstep: Class 5 contains 14705 members 
Mstep: Class 6 contains 64484 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33030 members 
Mstep: Class 11 contains 8640 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7327 members 
Mstep: Class 14 contains 5166 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 6778 members 
Mstep: Class 17 contains 1547 members 
Mstep: Class 18 contains 12278 members 
Mstep: Class 19 contains 14303 members 
Mstep: Class 20 contains 1448 members 
Mstep: Class 21 contains 61194 members 
Mstep: Class 22 contains 39041 members 
Mstep: Class 23 contains 331142 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 8307 members 
Mstep: Class 26 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801104.000000 Penalty: 86934.414062
Iteration 93Q: 27 clusters Score -9.08011e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 43836 members 
Mstep: Class 3 contains 25011 members 
Mstep: Class 4 contains 21471 members 
Mstep: Class 5 contains 14614 members 
Mstep: Class 6 contains 64458 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33040 members 
Mstep: Class 11 contains 8604 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7332 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 6774 members 
Mstep: Class 17 contains 1547 members 
Mstep: Class 18 contains 12278 members 
Mstep: Class 19 contains 14299 members 
Mstep: Class 20 contains 1448 members 
Mstep: Class 21 contains 61140 members 
Mstep: Class 22 contains 39042 members 
Mstep: Class 23 contains 331130 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 8542 members 
Mstep: Class 26 contains 2271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801368.000000 Penalty: 86934.414062
Iteration 94Q: 27 clusters Score -9.080137e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 43804 members 
Mstep: Class 3 contains 24997 members 
Mstep: Class 4 contains 21484 members 
Mstep: Class 5 contains 14544 members 
Mstep: Class 6 contains 64450 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33052 members 
Mstep: Class 11 contains 8569 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7340 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 6770 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 12284 members 
Mstep: Class 19 contains 14304 members 
Mstep: Class 20 contains 1447 members 
Mstep: Class 21 contains 61100 members 
Mstep: Class 22 contains 39049 members 
Mstep: Class 23 contains 331072 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 8754 members 
Mstep: Class 26 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801384.000000 Penalty: 86934.414062
Iteration 95Q: 27 clusters Score -9.080138e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 43767 members 
Mstep: Class 3 contains 24979 members 
Mstep: Class 4 contains 21503 members 
Mstep: Class 5 contains 14496 members 
Mstep: Class 6 contains 64431 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33054 members 
Mstep: Class 11 contains 8536 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7347 members 
Mstep: Class 14 contains 5168 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 6765 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 12285 members 
Mstep: Class 19 contains 14315 members 
Mstep: Class 20 contains 1445 members 
Mstep: Class 21 contains 61052 members 
Mstep: Class 22 contains 39057 members 
Mstep: Class 23 contains 331063 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 8924 members 
Mstep: Class 26 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801464.000000 Penalty: 86934.414062
Iteration 96Q: 27 clusters Score -9.080146e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 43748 members 
Mstep: Class 3 contains 24969 members 
Mstep: Class 4 contains 21510 members 
Mstep: Class 5 contains 14472 members 
Mstep: Class 6 contains 64399 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33053 members 
Mstep: Class 11 contains 8508 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7353 members 
Mstep: Class 14 contains 5168 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 6759 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 12286 members 
Mstep: Class 19 contains 14326 members 
Mstep: Class 20 contains 1445 members 
Mstep: Class 21 contains 61012 members 
Mstep: Class 22 contains 39058 members 
Mstep: Class 23 contains 331025 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 9099 members 
Mstep: Class 26 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801640.000000 Penalty: 86934.414062
Iteration 97Q: 27 clusters Score -9.080164e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 43727 members 
Mstep: Class 3 contains 24970 members 
Mstep: Class 4 contains 21513 members 
Mstep: Class 5 contains 14445 members 
Mstep: Class 6 contains 64383 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33047 members 
Mstep: Class 11 contains 8486 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7352 members 
Mstep: Class 14 contains 5168 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 6754 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 12289 members 
Mstep: Class 19 contains 14327 members 
Mstep: Class 20 contains 1445 members 
Mstep: Class 21 contains 60982 members 
Mstep: Class 22 contains 39060 members 
Mstep: Class 23 contains 330971 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 9269 members 
Mstep: Class 26 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801920.000000 Penalty: 86934.414062
Iteration 98Q: 27 clusters Score -9.080192e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 43714 members 
Mstep: Class 3 contains 24966 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 14429 members 
Mstep: Class 6 contains 64359 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33047 members 
Mstep: Class 11 contains 8467 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7352 members 
Mstep: Class 14 contains 5168 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 6749 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 12290 members 
Mstep: Class 19 contains 14322 members 
Mstep: Class 20 contains 1446 members 
Mstep: Class 21 contains 60954 members 
Mstep: Class 22 contains 39063 members 
Mstep: Class 23 contains 330937 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 9410 members 
Mstep: Class 26 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90801928.000000 Penalty: 86934.414062
Iteration 99Q: 27 clusters Score -9.080193e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 43706 members 
Mstep: Class 3 contains 24965 members 
Mstep: Class 4 contains 21520 members 
Mstep: Class 5 contains 14419 members 
Mstep: Class 6 contains 64338 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33044 members 
Mstep: Class 11 contains 8455 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7352 members 
Mstep: Class 14 contains 5168 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 6746 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 12289 members 
Mstep: Class 19 contains 14325 members 
Mstep: Class 20 contains 1446 members 
Mstep: Class 21 contains 60914 members 
Mstep: Class 22 contains 39064 members 
Mstep: Class 23 contains 330931 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 9513 members 
Mstep: Class 26 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802192.000000 Penalty: 86934.414062
Iteration 100F: 27 clusters Score -9.080219e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 43699 members 
Mstep: Class 3 contains 24956 members 
Mstep: Class 4 contains 21522 members 
Mstep: Class 5 contains 13958 members 
Mstep: Class 6 contains 64317 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33045 members 
Mstep: Class 11 contains 8445 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7354 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 6744 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 12293 members 
Mstep: Class 19 contains 14325 members 
Mstep: Class 20 contains 1446 members 
Mstep: Class 21 contains 60875 members 
Mstep: Class 22 contains 39071 members 
Mstep: Class 23 contains 330897 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 10082 members 
Mstep: Class 26 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90802568.000000 Penalty: 86934.414062
Iteration 101Q: 27 clusters Score -9.080257e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 43691 members 
Mstep: Class 3 contains 24947 members 
Mstep: Class 4 contains 21531 members 
Mstep: Class 5 contains 13608 members 
Mstep: Class 6 contains 64282 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33051 members 
Mstep: Class 11 contains 8398 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7360 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 6739 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 12297 members 
Mstep: Class 19 contains 14323 members 
Mstep: Class 20 contains 1446 members 
Mstep: Class 21 contains 60840 members 
Mstep: Class 22 contains 39080 members 
Mstep: Class 23 contains 330858 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 10575 members 
Mstep: Class 26 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803000.000000 Penalty: 86934.414062
Iteration 102Q: 27 clusters Score -9.0803e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 43681 members 
Mstep: Class 3 contains 24939 members 
Mstep: Class 4 contains 21537 members 
Mstep: Class 5 contains 13302 members 
Mstep: Class 6 contains 64259 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33066 members 
Mstep: Class 11 contains 8335 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7364 members 
Mstep: Class 14 contains 5170 members 
Mstep: Class 15 contains 458 members 
Mstep: Class 16 contains 6736 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 12299 members 
Mstep: Class 19 contains 14325 members 
Mstep: Class 20 contains 1446 members 
Mstep: Class 21 contains 60791 members 
Mstep: Class 22 contains 39093 members 
Mstep: Class 23 contains 330843 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 11012 members 
Mstep: Class 26 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803104.000000 Penalty: 86934.414062
Iteration 103Q: 27 clusters Score -9.08031e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 43673 members 
Mstep: Class 3 contains 24926 members 
Mstep: Class 4 contains 21547 members 
Mstep: Class 5 contains 13095 members 
Mstep: Class 6 contains 64246 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33069 members 
Mstep: Class 11 contains 8271 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7363 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 459 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 12310 members 
Mstep: Class 19 contains 14329 members 
Mstep: Class 20 contains 1445 members 
Mstep: Class 21 contains 60756 members 
Mstep: Class 22 contains 39107 members 
Mstep: Class 23 contains 330801 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 11363 members 
Mstep: Class 26 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803472.000000 Penalty: 86934.414062
Iteration 104Q: 27 clusters Score -9.080347e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 43668 members 
Mstep: Class 3 contains 24925 members 
Mstep: Class 4 contains 21545 members 
Mstep: Class 5 contains 12926 members 
Mstep: Class 6 contains 64227 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33069 members 
Mstep: Class 11 contains 8225 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7368 members 
Mstep: Class 14 contains 5173 members 
Mstep: Class 15 contains 459 members 
Mstep: Class 16 contains 6732 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 12320 members 
Mstep: Class 19 contains 14328 members 
Mstep: Class 20 contains 1445 members 
Mstep: Class 21 contains 60730 members 
Mstep: Class 22 contains 39114 members 
Mstep: Class 23 contains 330757 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 11658 members 
Mstep: Class 26 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90803744.000000 Penalty: 86934.414062
Iteration 105Q: 27 clusters Score -9.080374e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 43642 members 
Mstep: Class 3 contains 24911 members 
Mstep: Class 4 contains 21545 members 
Mstep: Class 5 contains 12772 members 
Mstep: Class 6 contains 64213 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33087 members 
Mstep: Class 11 contains 8187 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7368 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 15 contains 459 members 
Mstep: Class 16 contains 6729 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 12323 members 
Mstep: Class 19 contains 14326 members 
Mstep: Class 20 contains 1444 members 
Mstep: Class 21 contains 60691 members 
Mstep: Class 22 contains 39125 members 
Mstep: Class 23 contains 330733 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 11934 members 
Mstep: Class 26 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804168.000000 Penalty: 86934.414062
Iteration 106Q: 27 clusters Score -9.080417e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 43612 members 
Mstep: Class 3 contains 24904 members 
Mstep: Class 4 contains 21550 members 
Mstep: Class 5 contains 12628 members 
Mstep: Class 6 contains 64183 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33101 members 
Mstep: Class 11 contains 8154 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7370 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 459 members 
Mstep: Class 16 contains 6725 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 12329 members 
Mstep: Class 19 contains 14328 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 21 contains 60661 members 
Mstep: Class 22 contains 39131 members 
Mstep: Class 23 contains 330714 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 12189 members 
Mstep: Class 26 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804224.000000 Penalty: 86934.414062
Iteration 107Q: 27 clusters Score -9.080422e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 43614 members 
Mstep: Class 3 contains 24907 members 
Mstep: Class 4 contains 21555 members 
Mstep: Class 5 contains 12479 members 
Mstep: Class 6 contains 64150 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33113 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7373 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 460 members 
Mstep: Class 16 contains 6722 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 12333 members 
Mstep: Class 19 contains 14325 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 60632 members 
Mstep: Class 22 contains 39135 members 
Mstep: Class 23 contains 330705 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 12396 members 
Mstep: Class 26 contains 2278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804336.000000 Penalty: 86934.414062
Iteration 108Q: 27 clusters Score -9.080434e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 43601 members 
Mstep: Class 3 contains 24905 members 
Mstep: Class 4 contains 21556 members 
Mstep: Class 5 contains 12389 members 
Mstep: Class 6 contains 64119 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33126 members 
Mstep: Class 11 contains 8095 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7378 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 460 members 
Mstep: Class 16 contains 6716 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12338 members 
Mstep: Class 19 contains 14331 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 60618 members 
Mstep: Class 22 contains 39139 members 
Mstep: Class 23 contains 330688 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 12563 members 
Mstep: Class 26 contains 2279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804448.000000 Penalty: 86934.414062
Iteration 109Q: 27 clusters Score -9.080445e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 43592 members 
Mstep: Class 3 contains 24896 members 
Mstep: Class 4 contains 21558 members 
Mstep: Class 5 contains 12330 members 
Mstep: Class 6 contains 64085 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33134 members 
Mstep: Class 11 contains 8069 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7387 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 460 members 
Mstep: Class 16 contains 6711 members 
Mstep: Class 17 contains 1543 members 
Mstep: Class 18 contains 12341 members 
Mstep: Class 19 contains 14335 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 60604 members 
Mstep: Class 22 contains 39138 members 
Mstep: Class 23 contains 330676 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 12705 members 
Mstep: Class 26 contains 2279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804416.000000 Penalty: 86934.414062
Iteration 110Q: 27 clusters Score -9.080442e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 43576 members 
Mstep: Class 3 contains 24884 members 
Mstep: Class 4 contains 21556 members 
Mstep: Class 5 contains 12292 members 
Mstep: Class 6 contains 64056 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33145 members 
Mstep: Class 11 contains 8045 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7395 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 460 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 1543 members 
Mstep: Class 18 contains 12346 members 
Mstep: Class 19 contains 14336 members 
Mstep: Class 20 contains 1443 members 
Mstep: Class 21 contains 60597 members 
Mstep: Class 22 contains 39137 members 
Mstep: Class 23 contains 330663 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 12828 members 
Mstep: Class 26 contains 2279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804400.000000 Penalty: 86934.414062
Iteration 111Q: 27 clusters Score -9.08044e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 43562 members 
Mstep: Class 3 contains 24874 members 
Mstep: Class 4 contains 21550 members 
Mstep: Class 5 contains 12278 members 
Mstep: Class 6 contains 64038 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33150 members 
Mstep: Class 11 contains 8023 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7399 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 460 members 
Mstep: Class 16 contains 6697 members 
Mstep: Class 17 contains 1543 members 
Mstep: Class 18 contains 12349 members 
Mstep: Class 19 contains 14338 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 60584 members 
Mstep: Class 22 contains 39139 members 
Mstep: Class 23 contains 330647 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 12931 members 
Mstep: Class 26 contains 2279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804472.000000 Penalty: 86934.414062
Iteration 112Q: 27 clusters Score -9.080447e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 43548 members 
Mstep: Class 3 contains 24867 members 
Mstep: Class 4 contains 21548 members 
Mstep: Class 5 contains 12245 members 
Mstep: Class 6 contains 64015 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33160 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7402 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 460 members 
Mstep: Class 16 contains 6692 members 
Mstep: Class 17 contains 1543 members 
Mstep: Class 18 contains 12351 members 
Mstep: Class 19 contains 14338 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 60553 members 
Mstep: Class 22 contains 39143 members 
Mstep: Class 23 contains 330662 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13020 members 
Mstep: Class 26 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804560.000000 Penalty: 86934.414062
Iteration 113Q: 27 clusters Score -9.080456e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 43540 members 
Mstep: Class 3 contains 24863 members 
Mstep: Class 4 contains 21545 members 
Mstep: Class 5 contains 12225 members 
Mstep: Class 6 contains 63993 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33167 members 
Mstep: Class 11 contains 8006 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7407 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 1543 members 
Mstep: Class 18 contains 12352 members 
Mstep: Class 19 contains 14341 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 60534 members 
Mstep: Class 22 contains 39142 members 
Mstep: Class 23 contains 330651 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13102 members 
Mstep: Class 26 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804552.000000 Penalty: 86934.414062
Iteration 114Q: 27 clusters Score -9.080455e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 43535 members 
Mstep: Class 3 contains 24863 members 
Mstep: Class 4 contains 21538 members 
Mstep: Class 5 contains 12199 members 
Mstep: Class 6 contains 63978 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33174 members 
Mstep: Class 11 contains 8003 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7412 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6688 members 
Mstep: Class 17 contains 1543 members 
Mstep: Class 18 contains 12353 members 
Mstep: Class 19 contains 14340 members 
Mstep: Class 20 contains 1440 members 
Mstep: Class 21 contains 60516 members 
Mstep: Class 22 contains 39142 members 
Mstep: Class 23 contains 330663 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13157 members 
Mstep: Class 26 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804512.000000 Penalty: 86934.414062
Iteration 115Q: 27 clusters Score -9.080451e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 43530 members 
Mstep: Class 3 contains 24858 members 
Mstep: Class 4 contains 21535 members 
Mstep: Class 5 contains 12175 members 
Mstep: Class 6 contains 63967 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33177 members 
Mstep: Class 11 contains 7998 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7418 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6687 members 
Mstep: Class 17 contains 1543 members 
Mstep: Class 18 contains 12352 members 
Mstep: Class 19 contains 14341 members 
Mstep: Class 20 contains 1440 members 
Mstep: Class 21 contains 60493 members 
Mstep: Class 22 contains 39146 members 
Mstep: Class 23 contains 330669 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13216 members 
Mstep: Class 26 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804552.000000 Penalty: 86934.414062
Iteration 116Q: 27 clusters Score -9.080455e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 43517 members 
Mstep: Class 3 contains 24856 members 
Mstep: Class 4 contains 21531 members 
Mstep: Class 5 contains 12155 members 
Mstep: Class 6 contains 63958 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33179 members 
Mstep: Class 11 contains 7990 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7426 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6686 members 
Mstep: Class 17 contains 1543 members 
Mstep: Class 18 contains 12353 members 
Mstep: Class 19 contains 14343 members 
Mstep: Class 20 contains 1440 members 
Mstep: Class 21 contains 60477 members 
Mstep: Class 22 contains 39147 members 
Mstep: Class 23 contains 330673 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13266 members 
Mstep: Class 26 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804664.000000 Penalty: 86934.414062
Iteration 117Q: 27 clusters Score -9.080466e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 43512 members 
Mstep: Class 3 contains 24855 members 
Mstep: Class 4 contains 21525 members 
Mstep: Class 5 contains 12136 members 
Mstep: Class 6 contains 63944 members 
Mstep: Class 7 contains 1078 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33178 members 
Mstep: Class 11 contains 7982 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7437 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6685 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12353 members 
Mstep: Class 19 contains 14344 members 
Mstep: Class 20 contains 1440 members 
Mstep: Class 21 contains 60468 members 
Mstep: Class 22 contains 39148 members 
Mstep: Class 23 contains 330678 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13310 members 
Mstep: Class 26 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804592.000000 Penalty: 86934.414062
Iteration 118Q: 27 clusters Score -9.080459e+07 nChanged 118
Entering ConstructFrom: 
Score: -90804592.000000 Penalty: 86934.414062
Entering ConstructFrom: 
Trying to split cluster 1 (9060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Entering Unmasked Estep 
Score: -1101536.375000 Penalty: 2259.682861
	Iteration 0F: 2 clusters Score -1101536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1094461.500000 Penalty: 4519.365723
	Iteration 0F: 3 clusters Score -1094462 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1096557.000000 Penalty: 4519.365723
	Iteration 1F: 3 clusters Score -1096557 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1096944.500000 Penalty: 4519.365723
	Iteration 2F: 3 clusters Score -1096944 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1097223.125000 Penalty: 4519.365723
	Iteration 3F: 3 clusters Score -1097223 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1097423.375000 Penalty: 4519.365723
	Iteration 4Q: 3 clusters Score -1097423 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1097637.875000 Penalty: 4519.365723
	Iteration 5Q: 3 clusters Score -1097638 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1097879.750000 Penalty: 4519.365723
	Iteration 6Q: 3 clusters Score -1097880 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1098131.500000 Penalty: 4519.365723
	Iteration 7Q: 3 clusters Score -1098132 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1098400.750000 Penalty: 4519.365723
	Iteration 8Q: 3 clusters Score -1098401 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1098635.125000 Penalty: 4519.365723
	Iteration 9Q: 3 clusters Score -1098635 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1098844.875000 Penalty: 4519.365723
	Iteration 10Q: 3 clusters Score -1098845 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1099048.500000 Penalty: 4519.365723
	Iteration 11Q: 3 clusters Score -1099048 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1099239.250000 Penalty: 4519.365723
	Iteration 12Q: 3 clusters Score -1099239 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1099368.000000 Penalty: 4519.365723
	Iteration 13Q: 3 clusters Score -1099368 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1099465.625000 Penalty: 4519.365723
	Iteration 14Q: 3 clusters Score -1099466 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1099532.625000 Penalty: 4519.365723
	Iteration 15Q: 3 clusters Score -1099533 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1099581.250000 Penalty: 4519.365723
	Iteration 16Q: 3 clusters Score -1099581 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1099613.625000 Penalty: 4519.365723
	Iteration 17Q: 3 clusters Score -1099614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1099639.125000 Penalty: 4519.365723
	Iteration 18Q: 3 clusters Score -1099639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1099656.875000 Penalty: 4519.365723
	Iteration 19Q: 3 clusters Score -1099657 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1099676.000000 Penalty: 4519.365723
	Iteration 20F: 3 clusters Score -1099676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1099690.375000 Penalty: 4519.365723
	Iteration 21Q: 3 clusters Score -1099690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1099708.500000 Penalty: 4519.365723
	Iteration 22Q: 3 clusters Score -1099708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1099714.625000 Penalty: 4519.365723
	Iteration 23Q: 3 clusters Score -1099715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1099722.625000 Penalty: 4519.365723
	Iteration 24Q: 3 clusters Score -1099723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1099732.000000 Penalty: 4519.365723
	Iteration 25Q: 3 clusters Score -1099732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1099739.250000 Penalty: 4519.365723
	Iteration 26Q: 3 clusters Score -1099739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1099742.625000 Penalty: 4519.365723
	Iteration 27Q: 3 clusters Score -1099743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1099744.250000 Penalty: 4519.365723
	Iteration 28Q: 3 clusters Score -1099744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1099743.625000 Penalty: 4519.365723
	Iteration 29Q: 3 clusters Score -1099744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1099743.500000 Penalty: 4519.365723
	Iteration 30Q: 3 clusters Score -1099744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1099744.000000 Penalty: 4519.365723
	Iteration 31Q: 3 clusters Score -1099744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1099745.375000 Penalty: 4519.365723
	Iteration 32Q: 3 clusters Score -1099745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1099745.500000 Penalty: 4519.365723
	Iteration 33Q: 3 clusters Score -1099746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1099745.500000 Penalty: 4519.365723
	Iteration 34F: 3 clusters Score -1099746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Entering Unmasked Estep 
Score: -5656728.500000 Penalty: 2648.836426
	Iteration 0F: 2 clusters Score -5656728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -5627480.500000 Penalty: 5297.672852
	Iteration 0F: 3 clusters Score -5627480 nChanged 19815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -5638244.500000 Penalty: 5297.672852
	Iteration 1F: 3 clusters Score -5638244 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -5638834.000000 Penalty: 5297.672852
	Iteration 2Q: 3 clusters Score -5638834 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -5639458.000000 Penalty: 5297.672852
	Iteration 3Q: 3 clusters Score -5639458 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -5640324.000000 Penalty: 5297.672852
	Iteration 4Q: 3 clusters Score -5640324 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -5641509.500000 Penalty: 5297.672852
	Iteration 5F: 3 clusters Score -5641510 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -5643131.000000 Penalty: 5297.672852
	Iteration 6F: 3 clusters Score -5643131 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -5644930.500000 Penalty: 5297.672852
	Iteration 7F: 3 clusters Score -5644930 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -5646953.500000 Penalty: 5297.672852
	Iteration 8F: 3 clusters Score -5646954 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -5648995.500000 Penalty: 5297.672852
	Iteration 9F: 3 clusters Score -5648996 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -5650831.000000 Penalty: 5297.672852
	Iteration 10Q: 3 clusters Score -5650831 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -5652129.500000 Penalty: 5297.672852
	Iteration 11Q: 3 clusters Score -5652130 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -5652793.500000 Penalty: 5297.672852
	Iteration 12Q: 3 clusters Score -5652794 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -5653193.000000 Penalty: 5297.672852
	Iteration 13Q: 3 clusters Score -5653193 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -5653463.500000 Penalty: 5297.672852
	Iteration 14Q: 3 clusters Score -5653464 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -5653652.000000 Penalty: 5297.672852
	Iteration 15Q: 3 clusters Score -5653652 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -5653815.000000 Penalty: 5297.672852
	Iteration 16Q: 3 clusters Score -5653815 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -5653920.500000 Penalty: 5297.672852
	Iteration 17Q: 3 clusters Score -5653920 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -5654001.500000 Penalty: 5297.672852
	Iteration 18Q: 3 clusters Score -5654002 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -5654075.500000 Penalty: 5297.672852
	Iteration 19Q: 3 clusters Score -5654076 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -5654138.500000 Penalty: 5297.672852
	Iteration 20F: 3 clusters Score -5654138 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -5654180.500000 Penalty: 5297.672852
	Iteration 21Q: 3 clusters Score -5654180 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -5654225.500000 Penalty: 5297.672852
	Iteration 22Q: 3 clusters Score -5654226 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -5654271.500000 Penalty: 5297.672852
	Iteration 23Q: 3 clusters Score -5654272 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -5654310.500000 Penalty: 5297.672852
	Iteration 24Q: 3 clusters Score -5654310 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -5654346.000000 Penalty: 5297.672852
	Iteration 25Q: 3 clusters Score -5654346 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -5654378.500000 Penalty: 5297.672852
	Iteration 26Q: 3 clusters Score -5654378 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -5654422.500000 Penalty: 5297.672852
	Iteration 27Q: 3 clusters Score -5654422 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -5654453.000000 Penalty: 5297.672852
	Iteration 28Q: 3 clusters Score -5654453 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -5654504.500000 Penalty: 5297.672852
	Iteration 29Q: 3 clusters Score -5654504 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -5654519.000000 Penalty: 5297.672852
	Iteration 30Q: 3 clusters Score -5654519 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -5654554.000000 Penalty: 5297.672852
	Iteration 31Q: 3 clusters Score -5654554 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -5654564.000000 Penalty: 5297.672852
	Iteration 32Q: 3 clusters Score -5654564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -5654564.000000 Penalty: 5297.672852
	Iteration 33Q: 3 clusters Score -5654564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -5654587.500000 Penalty: 5297.672852
	Iteration 34Q: 3 clusters Score -5654588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -5654606.500000 Penalty: 5297.672852
	Iteration 35Q: 3 clusters Score -5654606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -5654611.000000 Penalty: 5297.672852
	Iteration 36Q: 3 clusters Score -5654611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -5654623.000000 Penalty: 5297.672852
	Iteration 37Q: 3 clusters Score -5654623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -5654640.000000 Penalty: 5297.672852
	Iteration 38Q: 3 clusters Score -5654640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -5654636.000000 Penalty: 5297.672852
	Iteration 39Q: 3 clusters Score -5654636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -5654655.500000 Penalty: 5297.672852
	Iteration 40F: 3 clusters Score -5654656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -5654676.000000 Penalty: 5297.672852
	Iteration 41Q: 3 clusters Score -5654676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -5654682.500000 Penalty: 5297.672852
	Iteration 42Q: 3 clusters Score -5654682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -5654681.000000 Penalty: 5297.672852
	Iteration 43Q: 3 clusters Score -5654681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -5654680.500000 Penalty: 5297.672852
	Iteration 44Q: 3 clusters Score -5654680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -5654689.000000 Penalty: 5297.672852
	Iteration 45Q: 3 clusters Score -5654689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -5654693.500000 Penalty: 5297.672852
	Iteration 46Q: 3 clusters Score -5654694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -5654691.500000 Penalty: 5297.672852
	Iteration 47Q: 3 clusters Score -5654692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -5654693.000000 Penalty: 5297.672852
	Iteration 48Q: 3 clusters Score -5654693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -5654691.500000 Penalty: 5297.672852
	Iteration 49Q: 3 clusters Score -5654692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -5654692.000000 Penalty: 5297.672852
	Iteration 50Q: 3 clusters Score -5654692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -5654685.500000 Penalty: 5297.672852
	Iteration 51Q: 3 clusters Score -5654686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -5654685.000000 Penalty: 5297.672852
	Iteration 52Q: 3 clusters Score -5654685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -5654689.000000 Penalty: 5297.672852
	Iteration 53Q: 3 clusters Score -5654689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -5654688.000000 Penalty: 5297.672852
	Iteration 54Q: 3 clusters Score -5654688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -5654685.000000 Penalty: 5297.672852
	Iteration 55Q: 3 clusters Score -5654685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -5654690.000000 Penalty: 5297.672852
	Iteration 56Q: 3 clusters Score -5654690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -5654685.000000 Penalty: 5297.672852
	Iteration 57Q: 3 clusters Score -5654685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -5654686.000000 Penalty: 5297.672852
	Iteration 58Q: 3 clusters Score -5654686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -5654697.000000 Penalty: 5297.672852
	Iteration 59Q: 3 clusters Score -5654697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -5654690.000000 Penalty: 5297.672852
	Iteration 60F: 3 clusters Score -5654690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -5654696.000000 Penalty: 5297.672852
	Iteration 61Q: 3 clusters Score -5654696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -5654698.500000 Penalty: 5297.672852
	Iteration 62Q: 3 clusters Score -5654698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -5654701.000000 Penalty: 5297.672852
	Iteration 63Q: 3 clusters Score -5654701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -5654707.000000 Penalty: 5297.672852
	Iteration 64Q: 3 clusters Score -5654707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -5654699.500000 Penalty: 5297.672852
	Iteration 65Q: 3 clusters Score -5654700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -5654700.000000 Penalty: 5297.672852
	Iteration 66Q: 3 clusters Score -5654700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -5654706.500000 Penalty: 5297.672852
	Iteration 67Q: 3 clusters Score -5654706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -5654706.500000 Penalty: 5297.672852
	Iteration 68F: 3 clusters Score -5654706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Entering Unmasked Estep 
Score: -2993546.250000 Penalty: 2509.941895
	Iteration 0F: 2 clusters Score -2993546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2976262.750000 Penalty: 5019.883789
	Iteration 0F: 3 clusters Score -2976263 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2982375.750000 Penalty: 5019.883789
	Iteration 1F: 3 clusters Score -2982376 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2983035.500000 Penalty: 5019.883789
	Iteration 2F: 3 clusters Score -2983036 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2983739.500000 Penalty: 5019.883789
	Iteration 3F: 3 clusters Score -2983740 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2984572.000000 Penalty: 5019.883789
	Iteration 4F: 3 clusters Score -2984572 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2985438.750000 Penalty: 5019.883789
	Iteration 5F: 3 clusters Score -2985439 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2986373.750000 Penalty: 5019.883789
	Iteration 6F: 3 clusters Score -2986374 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2987200.000000 Penalty: 5019.883789
	Iteration 7F: 3 clusters Score -2987200 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2987857.000000 Penalty: 5019.883789
	Iteration 8F: 3 clusters Score -2987857 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2988352.250000 Penalty: 5019.883789
	Iteration 9Q: 3 clusters Score -2988352 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2988724.500000 Penalty: 5019.883789
	Iteration 10Q: 3 clusters Score -2988724 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2989049.250000 Penalty: 5019.883789
	Iteration 11Q: 3 clusters Score -2989049 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2989328.000000 Penalty: 5019.883789
	Iteration 12Q: 3 clusters Score -2989328 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2989575.750000 Penalty: 5019.883789
	Iteration 13Q: 3 clusters Score -2989576 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2989817.500000 Penalty: 5019.883789
	Iteration 14Q: 3 clusters Score -2989818 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2990056.000000 Penalty: 5019.883789
	Iteration 15Q: 3 clusters Score -2990056 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2990275.000000 Penalty: 5019.883789
	Iteration 16Q: 3 clusters Score -2990275 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2990491.250000 Penalty: 5019.883789
	Iteration 17Q: 3 clusters Score -2990491 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2990700.750000 Penalty: 5019.883789
	Iteration 18Q: 3 clusters Score -2990701 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2990893.500000 Penalty: 5019.883789
	Iteration 19Q: 3 clusters Score -2990894 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -2991036.750000 Penalty: 5019.883789
	Iteration 20F: 3 clusters Score -2991037 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2991170.250000 Penalty: 5019.883789
	Iteration 21Q: 3 clusters Score -2991170 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2991314.000000 Penalty: 5019.883789
	Iteration 22Q: 3 clusters Score -2991314 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2991481.250000 Penalty: 5019.883789
	Iteration 23Q: 3 clusters Score -2991481 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2991692.250000 Penalty: 5019.883789
	Iteration 24Q: 3 clusters Score -2991692 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2991831.750000 Penalty: 5019.883789
	Iteration 25Q: 3 clusters Score -2991832 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -2991912.250000 Penalty: 5019.883789
	Iteration 26Q: 3 clusters Score -2991912 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -2991943.000000 Penalty: 5019.883789
	Iteration 27Q: 3 clusters Score -2991943 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -2991967.000000 Penalty: 5019.883789
	Iteration 28Q: 3 clusters Score -2991967 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -2991983.250000 Penalty: 5019.883789
	Iteration 29Q: 3 clusters Score -2991983 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2991994.000000 Penalty: 5019.883789
	Iteration 30Q: 3 clusters Score -2991994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2992010.000000 Penalty: 5019.883789
	Iteration 31Q: 3 clusters Score -2992010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -2992018.500000 Penalty: 5019.883789
	Iteration 32Q: 3 clusters Score -2992018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -2992022.000000 Penalty: 5019.883789
	Iteration 33Q: 3 clusters Score -2992022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2992030.500000 Penalty: 5019.883789
	Iteration 34Q: 3 clusters Score -2992030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2992036.250000 Penalty: 5019.883789
	Iteration 35Q: 3 clusters Score -2992036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2992037.250000 Penalty: 5019.883789
	Iteration 36Q: 3 clusters Score -2992037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2992043.250000 Penalty: 5019.883789
	Iteration 37Q: 3 clusters Score -2992043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2992043.250000 Penalty: 5019.883789
	Iteration 38Q: 3 clusters Score -2992043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2992045.000000 Penalty: 5019.883789
	Iteration 39Q: 3 clusters Score -2992045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2992048.500000 Penalty: 5019.883789
	Iteration 40F: 3 clusters Score -2992048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -2992047.250000 Penalty: 5019.883789
	Iteration 41Q: 3 clusters Score -2992047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -2992043.500000 Penalty: 5019.883789
	Iteration 42Q: 3 clusters Score -2992044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2992041.750000 Penalty: 5019.883789
	Iteration 43Q: 3 clusters Score -2992042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2992037.500000 Penalty: 5019.883789
	Iteration 44Q: 3 clusters Score -2992038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2992037.500000 Penalty: 5019.883789
	Iteration 45F: 3 clusters Score -2992038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Entering Unmasked Estep 
Score: -2818999.000000 Penalty: 2474.254150
	Iteration 0F: 2 clusters Score -2818999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2804053.500000 Penalty: 4948.508301
	Iteration 0F: 3 clusters Score -2804054 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2808975.750000 Penalty: 4948.508301
	Iteration 1F: 3 clusters Score -2808976 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2809381.000000 Penalty: 4948.508301
	Iteration 2F: 3 clusters Score -2809381 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2809753.750000 Penalty: 4948.508301
	Iteration 3Q: 3 clusters Score -2809754 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2810083.000000 Penalty: 4948.508301
	Iteration 4Q: 3 clusters Score -2810083 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2810458.000000 Penalty: 4948.508301
	Iteration 5Q: 3 clusters Score -2810458 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2810846.000000 Penalty: 4948.508301
	Iteration 6Q: 3 clusters Score -2810846 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2811253.750000 Penalty: 4948.508301
	Iteration 7Q: 3 clusters Score -2811254 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2811693.000000 Penalty: 4948.508301
	Iteration 8Q: 3 clusters Score -2811693 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2812160.500000 Penalty: 4948.508301
	Iteration 9Q: 3 clusters Score -2812160 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2812676.000000 Penalty: 4948.508301
	Iteration 10Q: 3 clusters Score -2812676 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2813210.250000 Penalty: 4948.508301
	Iteration 11Q: 3 clusters Score -2813210 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2813815.500000 Penalty: 4948.508301
	Iteration 12Q: 3 clusters Score -2813816 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2814388.500000 Penalty: 4948.508301
	Iteration 13Q: 3 clusters Score -2814388 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2814963.000000 Penalty: 4948.508301
	Iteration 14Q: 3 clusters Score -2814963 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2815468.000000 Penalty: 4948.508301
	Iteration 15Q: 3 clusters Score -2815468 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2815849.750000 Penalty: 4948.508301
	Iteration 16Q: 3 clusters Score -2815850 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2816173.000000 Penalty: 4948.508301
	Iteration 17Q: 3 clusters Score -2816173 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2816416.500000 Penalty: 4948.508301
	Iteration 18Q: 3 clusters Score -2816416 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2816596.250000 Penalty: 4948.508301
	Iteration 19Q: 3 clusters Score -2816596 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2816734.250000 Penalty: 4948.508301
	Iteration 20F: 3 clusters Score -2816734 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2816835.000000 Penalty: 4948.508301
	Iteration 21Q: 3 clusters Score -2816835 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2816912.750000 Penalty: 4948.508301
	Iteration 22Q: 3 clusters Score -2816913 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2816990.000000 Penalty: 4948.508301
	Iteration 23Q: 3 clusters Score -2816990 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2817024.750000 Penalty: 4948.508301
	Iteration 24Q: 3 clusters Score -2817025 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2817059.750000 Penalty: 4948.508301
	Iteration 25Q: 3 clusters Score -2817060 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2817073.000000 Penalty: 4948.508301
	Iteration 26Q: 3 clusters Score -2817073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2817090.250000 Penalty: 4948.508301
	Iteration 27Q: 3 clusters Score -2817090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2817105.500000 Penalty: 4948.508301
	Iteration 28Q: 3 clusters Score -2817106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2817111.500000 Penalty: 4948.508301
	Iteration 29Q: 3 clusters Score -2817112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2817116.000000 Penalty: 4948.508301
	Iteration 30Q: 3 clusters Score -2817116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2817117.750000 Penalty: 4948.508301
	Iteration 31Q: 3 clusters Score -2817118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2817124.250000 Penalty: 4948.508301
	Iteration 32Q: 3 clusters Score -2817124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2817129.750000 Penalty: 4948.508301
	Iteration 33Q: 3 clusters Score -2817130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2817131.500000 Penalty: 4948.508301
	Iteration 34Q: 3 clusters Score -2817132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2817133.500000 Penalty: 4948.508301
	Iteration 35Q: 3 clusters Score -2817134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2817135.500000 Penalty: 4948.508301
	Iteration 36Q: 3 clusters Score -2817136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -2817135.750000 Penalty: 4948.508301
	Iteration 37Q: 3 clusters Score -2817136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -2817139.750000 Penalty: 4948.508301
	Iteration 38Q: 3 clusters Score -2817140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2817142.500000 Penalty: 4948.508301
	Iteration 39Q: 3 clusters Score -2817142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2817146.000000 Penalty: 4948.508301
	Iteration 40F: 3 clusters Score -2817146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2817150.750000 Penalty: 4948.508301
	Iteration 41Q: 3 clusters Score -2817151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2817155.750000 Penalty: 4948.508301
	Iteration 42Q: 3 clusters Score -2817156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2817157.500000 Penalty: 4948.508301
	Iteration 43Q: 3 clusters Score -2817158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2817159.750000 Penalty: 4948.508301
	Iteration 44Q: 3 clusters Score -2817160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2817163.250000 Penalty: 4948.508301
	Iteration 45Q: 3 clusters Score -2817163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -2817165.250000 Penalty: 4948.508301
	Iteration 46Q: 3 clusters Score -2817165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2817166.250000 Penalty: 4948.508301
	Iteration 47Q: 3 clusters Score -2817166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2817167.000000 Penalty: 4948.508301
	Iteration 48Q: 3 clusters Score -2817167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2817165.250000 Penalty: 4948.508301
	Iteration 49Q: 3 clusters Score -2817165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2817162.500000 Penalty: 4948.508301
	Iteration 50Q: 3 clusters Score -2817162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2817162.500000 Penalty: 4948.508301
	Iteration 51F: 3 clusters Score -2817162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Entering Unmasked Estep 
Score: -1521118.500000 Penalty: 2331.806885
	Iteration 0F: 2 clusters Score -1521118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1512099.125000 Penalty: 4663.613770
	Iteration 0F: 3 clusters Score -1512099 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1514648.125000 Penalty: 4663.613770
	Iteration 1F: 3 clusters Score -1514648 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1514957.375000 Penalty: 4663.613770
	Iteration 2F: 3 clusters Score -1514957 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1515172.750000 Penalty: 4663.613770
	Iteration 3Q: 3 clusters Score -1515173 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1515343.875000 Penalty: 4663.613770
	Iteration 4Q: 3 clusters Score -1515344 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1515484.750000 Penalty: 4663.613770
	Iteration 5Q: 3 clusters Score -1515485 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1515608.875000 Penalty: 4663.613770
	Iteration 6Q: 3 clusters Score -1515609 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1515698.750000 Penalty: 4663.613770
	Iteration 7Q: 3 clusters Score -1515699 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1515779.375000 Penalty: 4663.613770
	Iteration 8Q: 3 clusters Score -1515779 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1515877.375000 Penalty: 4663.613770
	Iteration 9Q: 3 clusters Score -1515877 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1515968.875000 Penalty: 4663.613770
	Iteration 10Q: 3 clusters Score -1515969 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1516081.625000 Penalty: 4663.613770
	Iteration 11Q: 3 clusters Score -1516082 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1516208.500000 Penalty: 4663.613770
	Iteration 12Q: 3 clusters Score -1516208 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1516370.125000 Penalty: 4663.613770
	Iteration 13Q: 3 clusters Score -1516370 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1516580.250000 Penalty: 4663.613770
	Iteration 14Q: 3 clusters Score -1516580 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1516841.875000 Penalty: 4663.613770
	Iteration 15Q: 3 clusters Score -1516842 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1517149.125000 Penalty: 4663.613770
	Iteration 16Q: 3 clusters Score -1517149 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1517502.125000 Penalty: 4663.613770
	Iteration 17Q: 3 clusters Score -1517502 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1517864.125000 Penalty: 4663.613770
	Iteration 18Q: 3 clusters Score -1517864 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1518164.625000 Penalty: 4663.613770
	Iteration 19Q: 3 clusters Score -1518165 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1518413.625000 Penalty: 4663.613770
	Iteration 20F: 3 clusters Score -1518414 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1518600.625000 Penalty: 4663.613770
	Iteration 21Q: 3 clusters Score -1518601 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1518743.250000 Penalty: 4663.613770
	Iteration 22Q: 3 clusters Score -1518743 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1518825.000000 Penalty: 4663.613770
	Iteration 23Q: 3 clusters Score -1518825 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1518887.625000 Penalty: 4663.613770
	Iteration 24Q: 3 clusters Score -1518888 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1518932.000000 Penalty: 4663.613770
	Iteration 25Q: 3 clusters Score -1518932 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1518959.000000 Penalty: 4663.613770
	Iteration 26Q: 3 clusters Score -1518959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1518982.875000 Penalty: 4663.613770
	Iteration 27Q: 3 clusters Score -1518983 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1519003.125000 Penalty: 4663.613770
	Iteration 28Q: 3 clusters Score -1519003 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1519026.875000 Penalty: 4663.613770
	Iteration 29Q: 3 clusters Score -1519027 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1519051.875000 Penalty: 4663.613770
	Iteration 30Q: 3 clusters Score -1519052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1519070.000000 Penalty: 4663.613770
	Iteration 31Q: 3 clusters Score -1519070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1519080.125000 Penalty: 4663.613770
	Iteration 32Q: 3 clusters Score -1519080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1519094.250000 Penalty: 4663.613770
	Iteration 33Q: 3 clusters Score -1519094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1519100.500000 Penalty: 4663.613770
	Iteration 34Q: 3 clusters Score -1519100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1519113.000000 Penalty: 4663.613770
	Iteration 35Q: 3 clusters Score -1519113 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1519125.750000 Penalty: 4663.613770
	Iteration 36Q: 3 clusters Score -1519126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1519131.500000 Penalty: 4663.613770
	Iteration 37Q: 3 clusters Score -1519132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1519148.625000 Penalty: 4663.613770
	Iteration 38Q: 3 clusters Score -1519149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1519162.625000 Penalty: 4663.613770
	Iteration 39Q: 3 clusters Score -1519163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1519183.500000 Penalty: 4663.613770
	Iteration 40F: 3 clusters Score -1519184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1519193.000000 Penalty: 4663.613770
	Iteration 41Q: 3 clusters Score -1519193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1519207.000000 Penalty: 4663.613770
	Iteration 42Q: 3 clusters Score -1519207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1519228.125000 Penalty: 4663.613770
	Iteration 43Q: 3 clusters Score -1519228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1519245.500000 Penalty: 4663.613770
	Iteration 44Q: 3 clusters Score -1519246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1519269.000000 Penalty: 4663.613770
	Iteration 45Q: 3 clusters Score -1519269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1519287.125000 Penalty: 4663.613770
	Iteration 46Q: 3 clusters Score -1519287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1519303.625000 Penalty: 4663.613770
	Iteration 47Q: 3 clusters Score -1519304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1519318.500000 Penalty: 4663.613770
	Iteration 48Q: 3 clusters Score -1519318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1519342.750000 Penalty: 4663.613770
	Iteration 49Q: 3 clusters Score -1519343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1519353.500000 Penalty: 4663.613770
	Iteration 50Q: 3 clusters Score -1519354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1519360.625000 Penalty: 4663.613770
	Iteration 51Q: 3 clusters Score -1519361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1519371.500000 Penalty: 4663.613770
	Iteration 52Q: 3 clusters Score -1519372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1519374.750000 Penalty: 4663.613770
	Iteration 53Q: 3 clusters Score -1519375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1519384.500000 Penalty: 4663.613770
	Iteration 54Q: 3 clusters Score -1519384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1519390.625000 Penalty: 4663.613770
	Iteration 55Q: 3 clusters Score -1519391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1519398.625000 Penalty: 4663.613770
	Iteration 56Q: 3 clusters Score -1519399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1519402.625000 Penalty: 4663.613770
	Iteration 57Q: 3 clusters Score -1519403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1519405.750000 Penalty: 4663.613770
	Iteration 58Q: 3 clusters Score -1519406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1519405.250000 Penalty: 4663.613770
	Iteration 59Q: 3 clusters Score -1519405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1519406.125000 Penalty: 4663.613770
	Iteration 60F: 3 clusters Score -1519406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Entering Unmasked Estep 
Score: -8382303.000000 Penalty: 2744.282227
	Iteration 0F: 2 clusters Score -8382303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -8339617.000000 Penalty: 5488.564453
	Iteration 0F: 3 clusters Score -8339617 nChanged 29628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -8355668.500000 Penalty: 5488.564453
	Iteration 1F: 3 clusters Score -8355668 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -8356199.500000 Penalty: 5488.564453
	Iteration 2Q: 3 clusters Score -8356200 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -8356745.500000 Penalty: 5488.564453
	Iteration 3Q: 3 clusters Score -8356746 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -8357321.000000 Penalty: 5488.564453
	Iteration 4Q: 3 clusters Score -8357321 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -8358106.000000 Penalty: 5488.564453
	Iteration 5Q: 3 clusters Score -8358106 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -8359395.000000 Penalty: 5488.564453
	Iteration 6Q: 3 clusters Score -8359395 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -8361501.000000 Penalty: 5488.564453
	Iteration 7F: 3 clusters Score -8361501 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -8364821.500000 Penalty: 5488.564453
	Iteration 8F: 3 clusters Score -8364822 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -8369085.000000 Penalty: 5488.564453
	Iteration 9F: 3 clusters Score -8369085 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52816 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -8373479.000000 Penalty: 5488.564453
	Iteration 10F: 3 clusters Score -8373479 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -8376549.500000 Penalty: 5488.564453
	Iteration 11Q: 3 clusters Score -8376550 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -8378089.500000 Penalty: 5488.564453
	Iteration 12Q: 3 clusters Score -8378090 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -8378791.000000 Penalty: 5488.564453
	Iteration 13Q: 3 clusters Score -8378791 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -8379148.000000 Penalty: 5488.564453
	Iteration 14Q: 3 clusters Score -8379148 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -8379386.500000 Penalty: 5488.564453
	Iteration 15Q: 3 clusters Score -8379386 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58959 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -8379578.000000 Penalty: 5488.564453
	Iteration 16Q: 3 clusters Score -8379578 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -8379713.000000 Penalty: 5488.564453
	Iteration 17Q: 3 clusters Score -8379713 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -8379824.500000 Penalty: 5488.564453
	Iteration 18Q: 3 clusters Score -8379824 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59832 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -8379899.000000 Penalty: 5488.564453
	Iteration 19Q: 3 clusters Score -8379899 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -8379975.000000 Penalty: 5488.564453
	Iteration 20F: 3 clusters Score -8379975 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -8380022.500000 Penalty: 5488.564453
	Iteration 21Q: 3 clusters Score -8380022 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -8380094.000000 Penalty: 5488.564453
	Iteration 22Q: 3 clusters Score -8380094 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -8380147.000000 Penalty: 5488.564453
	Iteration 23Q: 3 clusters Score -8380147 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -8380171.500000 Penalty: 5488.564453
	Iteration 24Q: 3 clusters Score -8380172 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60764 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -8380209.000000 Penalty: 5488.564453
	Iteration 25Q: 3 clusters Score -8380209 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -8380233.000000 Penalty: 5488.564453
	Iteration 26Q: 3 clusters Score -8380233 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60917 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -8380260.000000 Penalty: 5488.564453
	Iteration 27Q: 3 clusters Score -8380260 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60988 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -8380274.000000 Penalty: 5488.564453
	Iteration 28Q: 3 clusters Score -8380274 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -8380271.000000 Penalty: 5488.564453
	Iteration 29Q: 3 clusters Score -8380271 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61115 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -8380284.000000 Penalty: 5488.564453
	Iteration 30Q: 3 clusters Score -8380284 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -8380289.000000 Penalty: 5488.564453
	Iteration 31Q: 3 clusters Score -8380289 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61230 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -8380295.000000 Penalty: 5488.564453
	Iteration 32Q: 3 clusters Score -8380295 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -8380292.500000 Penalty: 5488.564453
	Iteration 33Q: 3 clusters Score -8380292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61301 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8380288.000000 Penalty: 5488.564453
	Iteration 34Q: 3 clusters Score -8380288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61320 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -8380294.000000 Penalty: 5488.564453
	Iteration 35Q: 3 clusters Score -8380294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61334 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8380292.500000 Penalty: 5488.564453
	Iteration 36Q: 3 clusters Score -8380292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -8380291.000000 Penalty: 5488.564453
	Iteration 37Q: 3 clusters Score -8380291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -8380289.500000 Penalty: 5488.564453
	Iteration 38Q: 3 clusters Score -8380290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -8380295.000000 Penalty: 5488.564453
	Iteration 39Q: 3 clusters Score -8380295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61384 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -8380285.500000 Penalty: 5488.564453
	Iteration 40F: 3 clusters Score -8380286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -8380294.500000 Penalty: 5488.564453
	Iteration 41Q: 3 clusters Score -8380294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -8380295.500000 Penalty: 5488.564453
	Iteration 42Q: 3 clusters Score -8380296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61422 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -8380301.000000 Penalty: 5488.564453
	Iteration 43Q: 3 clusters Score -8380301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -8380310.000000 Penalty: 5488.564453
	Iteration 44Q: 3 clusters Score -8380310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -8380327.000000 Penalty: 5488.564453
	Iteration 45Q: 3 clusters Score -8380327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -8380317.500000 Penalty: 5488.564453
	Iteration 46Q: 3 clusters Score -8380318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -8380317.500000 Penalty: 5488.564453
	Iteration 47Q: 3 clusters Score -8380318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61466 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -8380316.000000 Penalty: 5488.564453
	Iteration 48Q: 3 clusters Score -8380316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -8380314.500000 Penalty: 5488.564453
	Iteration 49Q: 3 clusters Score -8380314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61471 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -8380316.000000 Penalty: 5488.564453
	Iteration 50Q: 3 clusters Score -8380316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8380319.000000 Penalty: 5488.564453
	Iteration 51Q: 3 clusters Score -8380319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8380324.500000 Penalty: 5488.564453
	Iteration 52Q: 3 clusters Score -8380324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -8380329.000000 Penalty: 5488.564453
	Iteration 53Q: 3 clusters Score -8380329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61514 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -8380320.000000 Penalty: 5488.564453
	Iteration 54Q: 3 clusters Score -8380320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -8380324.500000 Penalty: 5488.564453
	Iteration 55Q: 3 clusters Score -8380324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61528 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8380323.500000 Penalty: 5488.564453
	Iteration 56Q: 3 clusters Score -8380324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61533 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -8380327.000000 Penalty: 5488.564453
	Iteration 57Q: 3 clusters Score -8380327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61538 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -8380329.500000 Penalty: 5488.564453
	Iteration 58Q: 3 clusters Score -8380330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -8380329.500000 Penalty: 5488.564453
	Iteration 59Q: 3 clusters Score -8380330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8380334.000000 Penalty: 5488.564453
	Iteration 60F: 3 clusters Score -8380334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8380335.000000 Penalty: 5488.564453
	Iteration 61Q: 3 clusters Score -8380335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8380337.000000 Penalty: 5488.564453
	Iteration 62Q: 3 clusters Score -8380337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8380338.500000 Penalty: 5488.564453
	Iteration 63Q: 3 clusters Score -8380338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8380335.000000 Penalty: 5488.564453
	Iteration 64Q: 3 clusters Score -8380335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61546 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -8380339.500000 Penalty: 5488.564453
	Iteration 65Q: 3 clusters Score -8380340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61551 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8380337.500000 Penalty: 5488.564453
	Iteration 66Q: 3 clusters Score -8380338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -8380334.500000 Penalty: 5488.564453
	Iteration 67Q: 3 clusters Score -8380334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -8380334.500000 Penalty: 5488.564453
	Iteration 68F: 3 clusters Score -8380334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -119979.375000 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -119979.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -118156.023438 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -118156 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -118869.562500 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -118869.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -119275.898438 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -119275.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -119795.984375 Penalty: 3463.500000
	Iteration 3F: 3 clusters Score -119796 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -120446.453125 Penalty: 3463.500000
	Iteration 4F: 3 clusters Score -120446.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -120952.562500 Penalty: 3463.500000
	Iteration 5F: 3 clusters Score -120952.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -121048.984375 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -121049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -121189.429688 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -121189.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -121237.609375 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -121237.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -121252.054688 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -121252.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -121267.843750 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -121267.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -121284.882812 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -121284.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -121297.000000 Penalty: 3463.500000
	Iteration 12Q: 3 clusters Score -121297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -121309.515625 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -121309.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -121323.039062 Penalty: 3463.500000
	Iteration 14Q: 3 clusters Score -121323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -121364.835938 Penalty: 3463.500000
	Iteration 15Q: 3 clusters Score -121364.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -121411.125000 Penalty: 3463.500000
	Iteration 16Q: 3 clusters Score -121411.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -121453.617188 Penalty: 3463.500000
	Iteration 17Q: 3 clusters Score -121453.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -121498.187500 Penalty: 3463.500000
	Iteration 18Q: 3 clusters Score -121498.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -121613.242188 Penalty: 3463.500000
	Iteration 19Q: 3 clusters Score -121613.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -121645.976562 Penalty: 3463.500000
	Iteration 20F: 3 clusters Score -121646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -121647.015625 Penalty: 3463.500000
	Iteration 21Q: 3 clusters Score -121647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -121647.015625 Penalty: 3463.500000
	Iteration 22F: 3 clusters Score -121647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 43512 members 
Mstep: Class 3 contains 24853 members 
Mstep: Class 4 contains 21522 members 
Mstep: Class 5 contains 12118 members 
Mstep: Class 6 contains 63937 members 
Mstep: Class 7 contains 687 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33179 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7449 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6683 members 
Mstep: Class 17 contains 1542 members 
Mstep: Class 18 contains 12353 members 
Mstep: Class 19 contains 14344 members 
Mstep: Class 20 contains 1440 members 
Mstep: Class 21 contains 60461 members 
Mstep: Class 22 contains 39154 members 
Mstep: Class 23 contains 330674 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13342 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
Score: -90804680.000000 Penalty: 90278.039062
Splitting cluster 7 changes total score from -90804592.000000 to -90804680.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -37191.531250 Penalty: 1459.753784
	Iteration 0F: 2 clusters Score -37191.53 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 190 members 
Entering Unmasked Estep 
Score: -35871.050781 Penalty: 2919.507568
	Iteration 0F: 3 clusters Score -35871.05 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36035.023438 Penalty: 2919.507568
	Iteration 1F: 3 clusters Score -36035.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36124.171875 Penalty: 2919.507568
	Iteration 2F: 3 clusters Score -36124.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36194.210938 Penalty: 2919.507568
	Iteration 3Q: 3 clusters Score -36194.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36269.453125 Penalty: 2919.507568
	Iteration 4Q: 3 clusters Score -36269.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36337.976562 Penalty: 2919.507568
	Iteration 5Q: 3 clusters Score -36337.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36381.382812 Penalty: 2919.507568
	Iteration 6Q: 3 clusters Score -36381.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36386.289062 Penalty: 2919.507568
	Iteration 7Q: 3 clusters Score -36386.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36394.742188 Penalty: 2919.507568
	Iteration 8Q: 3 clusters Score -36394.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36400.730469 Penalty: 2919.507568
	Iteration 9Q: 3 clusters Score -36400.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36403.281250 Penalty: 2919.507568
	Iteration 10Q: 3 clusters Score -36403.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36403.281250 Penalty: 2919.507568
	Iteration 11F: 3 clusters Score -36403.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -49179.171875 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -49179.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47744.378906 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -47744.38 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -48191.316406 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -48191.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48625.414062 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -48625.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48789.289062 Penalty: 3049.640381
	Iteration 3F: 3 clusters Score -48789.29 nChanged 21
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: -48876.210938 Penalty: 3049.640381
	Iteration 4Q: 3 clusters Score -48876.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -48979.855469 Penalty: 3049.640381
	Iteration 5Q: 3 clusters Score -48979.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -49029.171875 Penalty: 3049.640381
	Iteration 6Q: 3 clusters Score -49029.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -49074.187500 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -49074.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -49098.687500 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -49098.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -49115.960938 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -49115.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -49139.433594 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -49139.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -49139.433594 Penalty: 3049.640381
	Iteration 11F: 3 clusters Score -49139.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Entering Unmasked Estep 
Score: -4199277.000000 Penalty: 2581.598877
	Iteration 0F: 2 clusters Score -4199277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -4176742.000000 Penalty: 5163.197754
	Iteration 0F: 3 clusters Score -4176742 nChanged 14952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -4185567.250000 Penalty: 5163.197754
	Iteration 1F: 3 clusters Score -4185567 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -4187275.000000 Penalty: 5163.197754
	Iteration 2F: 3 clusters Score -4187275 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -4189265.250000 Penalty: 5163.197754
	Iteration 3F: 3 clusters Score -4189265 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -4191158.750000 Penalty: 5163.197754
	Iteration 4F: 3 clusters Score -4191159 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -4192642.500000 Penalty: 5163.197754
	Iteration 5F: 3 clusters Score -4192642 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -4193630.750000 Penalty: 5163.197754
	Iteration 6F: 3 clusters Score -4193631 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -4194226.500000 Penalty: 5163.197754
	Iteration 7Q: 3 clusters Score -4194226 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -4194626.000000 Penalty: 5163.197754
	Iteration 8Q: 3 clusters Score -4194626 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -4194878.500000 Penalty: 5163.197754
	Iteration 9Q: 3 clusters Score -4194878 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -4195098.000000 Penalty: 5163.197754
	Iteration 10Q: 3 clusters Score -4195098 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -4195305.500000 Penalty: 5163.197754
	Iteration 11Q: 3 clusters Score -4195306 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -4195524.000000 Penalty: 5163.197754
	Iteration 12Q: 3 clusters Score -4195524 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -4195752.500000 Penalty: 5163.197754
	Iteration 13Q: 3 clusters Score -4195752 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -4195992.000000 Penalty: 5163.197754
	Iteration 14Q: 3 clusters Score -4195992 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -4196208.500000 Penalty: 5163.197754
	Iteration 15Q: 3 clusters Score -4196208 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -4196406.500000 Penalty: 5163.197754
	Iteration 16Q: 3 clusters Score -4196406 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -4196609.000000 Penalty: 5163.197754
	Iteration 17Q: 3 clusters Score -4196609 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -4196756.500000 Penalty: 5163.197754
	Iteration 18Q: 3 clusters Score -4196756 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -4196856.500000 Penalty: 5163.197754
	Iteration 19Q: 3 clusters Score -4196856 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -4196957.500000 Penalty: 5163.197754
	Iteration 20F: 3 clusters Score -4196958 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -4197046.000000 Penalty: 5163.197754
	Iteration 21Q: 3 clusters Score -4197046 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -4197153.000000 Penalty: 5163.197754
	Iteration 22Q: 3 clusters Score -4197153 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -4197244.000000 Penalty: 5163.197754
	Iteration 23Q: 3 clusters Score -4197244 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -4197315.000000 Penalty: 5163.197754
	Iteration 24Q: 3 clusters Score -4197315 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -4197420.500000 Penalty: 5163.197754
	Iteration 25Q: 3 clusters Score -4197420 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -4197508.500000 Penalty: 5163.197754
	Iteration 26Q: 3 clusters Score -4197508 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -4197578.000000 Penalty: 5163.197754
	Iteration 27Q: 3 clusters Score -4197578 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -4197659.500000 Penalty: 5163.197754
	Iteration 28Q: 3 clusters Score -4197660 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -4197713.500000 Penalty: 5163.197754
	Iteration 29Q: 3 clusters Score -4197714 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -4197800.000000 Penalty: 5163.197754
	Iteration 30Q: 3 clusters Score -4197800 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -4197864.000000 Penalty: 5163.197754
	Iteration 31Q: 3 clusters Score -4197864 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -4197921.500000 Penalty: 5163.197754
	Iteration 32Q: 3 clusters Score -4197922 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -4197969.000000 Penalty: 5163.197754
	Iteration 33Q: 3 clusters Score -4197969 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -4198008.000000 Penalty: 5163.197754
	Iteration 34Q: 3 clusters Score -4198008 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -4198030.000000 Penalty: 5163.197754
	Iteration 35Q: 3 clusters Score -4198030 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -4198063.500000 Penalty: 5163.197754
	Iteration 36Q: 3 clusters Score -4198064 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -4198091.500000 Penalty: 5163.197754
	Iteration 37Q: 3 clusters Score -4198092 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -4198104.000000 Penalty: 5163.197754
	Iteration 38Q: 3 clusters Score -4198104 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -4198132.000000 Penalty: 5163.197754
	Iteration 39Q: 3 clusters Score -4198132 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -4198151.500000 Penalty: 5163.197754
	Iteration 40F: 3 clusters Score -4198152 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -4198184.500000 Penalty: 5163.197754
	Iteration 41Q: 3 clusters Score -4198184 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -4198207.000000 Penalty: 5163.197754
	Iteration 42Q: 3 clusters Score -4198207 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -4198241.000000 Penalty: 5163.197754
	Iteration 43Q: 3 clusters Score -4198241 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -4198275.000000 Penalty: 5163.197754
	Iteration 44Q: 3 clusters Score -4198275 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -4198300.000000 Penalty: 5163.197754
	Iteration 45Q: 3 clusters Score -4198300 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -4198318.000000 Penalty: 5163.197754
	Iteration 46Q: 3 clusters Score -4198318 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -4198342.500000 Penalty: 5163.197754
	Iteration 47Q: 3 clusters Score -4198342 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -4198372.000000 Penalty: 5163.197754
	Iteration 48Q: 3 clusters Score -4198372 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -4198404.000000 Penalty: 5163.197754
	Iteration 49Q: 3 clusters Score -4198404 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -4198446.000000 Penalty: 5163.197754
	Iteration 50Q: 3 clusters Score -4198446 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -4198468.500000 Penalty: 5163.197754
	Iteration 51Q: 3 clusters Score -4198468 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -4198496.000000 Penalty: 5163.197754
	Iteration 52Q: 3 clusters Score -4198496 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -4198510.500000 Penalty: 5163.197754
	Iteration 53Q: 3 clusters Score -4198510 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -4198533.000000 Penalty: 5163.197754
	Iteration 54Q: 3 clusters Score -4198533 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -4198546.500000 Penalty: 5163.197754
	Iteration 55Q: 3 clusters Score -4198546 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -4198565.500000 Penalty: 5163.197754
	Iteration 56Q: 3 clusters Score -4198566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -4198585.500000 Penalty: 5163.197754
	Iteration 57Q: 3 clusters Score -4198586 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -4198599.500000 Penalty: 5163.197754
	Iteration 58Q: 3 clusters Score -4198600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -4198620.500000 Penalty: 5163.197754
	Iteration 59Q: 3 clusters Score -4198620 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -4198636.500000 Penalty: 5163.197754
	Iteration 60F: 3 clusters Score -4198636 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4198656.500000 Penalty: 5163.197754
	Iteration 61Q: 3 clusters Score -4198656 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4198684.000000 Penalty: 5163.197754
	Iteration 62Q: 3 clusters Score -4198684 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -4198714.000000 Penalty: 5163.197754
	Iteration 63Q: 3 clusters Score -4198714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -4198728.500000 Penalty: 5163.197754
	Iteration 64Q: 3 clusters Score -4198728 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -4198763.000000 Penalty: 5163.197754
	Iteration 65Q: 3 clusters Score -4198763 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -4198805.000000 Penalty: 5163.197754
	Iteration 66Q: 3 clusters Score -4198805 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -4198857.000000 Penalty: 5163.197754
	Iteration 67Q: 3 clusters Score -4198857 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -4198883.000000 Penalty: 5163.197754
	Iteration 68Q: 3 clusters Score -4198883 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -4198912.500000 Penalty: 5163.197754
	Iteration 69Q: 3 clusters Score -4198912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4198934.500000 Penalty: 5163.197754
	Iteration 70Q: 3 clusters Score -4198934 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -4198950.500000 Penalty: 5163.197754
	Iteration 71Q: 3 clusters Score -4198950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -4198960.500000 Penalty: 5163.197754
	Iteration 72Q: 3 clusters Score -4198960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -4198971.500000 Penalty: 5163.197754
	Iteration 73Q: 3 clusters Score -4198972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4198979.000000 Penalty: 5163.197754
	Iteration 74Q: 3 clusters Score -4198979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -4198983.000000 Penalty: 5163.197754
	Iteration 75Q: 3 clusters Score -4198983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4198978.500000 Penalty: 5163.197754
	Iteration 76Q: 3 clusters Score -4198978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4198980.000000 Penalty: 5163.197754
	Iteration 77Q: 3 clusters Score -4198980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4198977.000000 Penalty: 5163.197754
	Iteration 78Q: 3 clusters Score -4198977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4198977.500000 Penalty: 5163.197754
	Iteration 79Q: 3 clusters Score -4198978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4198979.500000 Penalty: 5163.197754
	Iteration 80F: 3 clusters Score -4198980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -4198985.000000 Penalty: 5163.197754
	Iteration 81Q: 3 clusters Score -4198985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -4198985.000000 Penalty: 5163.197754
	Iteration 82F: 3 clusters Score -4198985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Entering Unmasked Estep 
Score: -912385.812500 Penalty: 2228.079590
	Iteration 0F: 2 clusters Score -912385.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -905991.750000 Penalty: 4456.159180
	Iteration 0F: 3 clusters Score -905991.8 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -907786.437500 Penalty: 4456.159180
	Iteration 1F: 3 clusters Score -907786.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -908070.000000 Penalty: 4456.159180
	Iteration 2F: 3 clusters Score -908070 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -908271.125000 Penalty: 4456.159180
	Iteration 3F: 3 clusters Score -908271.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -908459.687500 Penalty: 4456.159180
	Iteration 4Q: 3 clusters Score -908459.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -908674.687500 Penalty: 4456.159180
	Iteration 5Q: 3 clusters Score -908674.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -908898.062500 Penalty: 4456.159180
	Iteration 6Q: 3 clusters Score -908898.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -909166.625000 Penalty: 4456.159180
	Iteration 7Q: 3 clusters Score -909166.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -909549.312500 Penalty: 4456.159180
	Iteration 8Q: 3 clusters Score -909549.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -909987.062500 Penalty: 4456.159180
	Iteration 9F: 3 clusters Score -909987.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -910423.375000 Penalty: 4456.159180
	Iteration 10F: 3 clusters Score -910423.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -910840.812500 Penalty: 4456.159180
	Iteration 11F: 3 clusters Score -910840.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -911209.250000 Penalty: 4456.159180
	Iteration 12Q: 3 clusters Score -911209.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -911490.250000 Penalty: 4456.159180
	Iteration 13Q: 3 clusters Score -911490.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -911657.687500 Penalty: 4456.159180
	Iteration 14Q: 3 clusters Score -911657.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -911762.687500 Penalty: 4456.159180
	Iteration 15Q: 3 clusters Score -911762.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -911835.000000 Penalty: 4456.159180
	Iteration 16Q: 3 clusters Score -911835 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -911870.000000 Penalty: 4456.159180
	Iteration 17Q: 3 clusters Score -911870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -911893.812500 Penalty: 4456.159180
	Iteration 18Q: 3 clusters Score -911893.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -911910.937500 Penalty: 4456.159180
	Iteration 19Q: 3 clusters Score -911910.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -911921.437500 Penalty: 4456.159180
	Iteration 20F: 3 clusters Score -911921.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -911930.500000 Penalty: 4456.159180
	Iteration 21Q: 3 clusters Score -911930.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -911936.062500 Penalty: 4456.159180
	Iteration 22Q: 3 clusters Score -911936.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -911939.937500 Penalty: 4456.159180
	Iteration 23Q: 3 clusters Score -911939.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -911943.687500 Penalty: 4456.159180
	Iteration 24Q: 3 clusters Score -911943.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -911947.750000 Penalty: 4456.159180
	Iteration 25Q: 3 clusters Score -911947.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -911948.500000 Penalty: 4456.159180
	Iteration 26Q: 3 clusters Score -911948.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -911952.000000 Penalty: 4456.159180
	Iteration 27Q: 3 clusters Score -911952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -911950.812500 Penalty: 4456.159180
	Iteration 28Q: 3 clusters Score -911950.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -911955.625000 Penalty: 4456.159180
	Iteration 29Q: 3 clusters Score -911955.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -911956.187500 Penalty: 4456.159180
	Iteration 30Q: 3 clusters Score -911956.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -911960.250000 Penalty: 4456.159180
	Iteration 31Q: 3 clusters Score -911960.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -911961.125000 Penalty: 4456.159180
	Iteration 32Q: 3 clusters Score -911961.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -911961.812500 Penalty: 4456.159180
	Iteration 33Q: 3 clusters Score -911961.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -911961.562500 Penalty: 4456.159180
	Iteration 34Q: 3 clusters Score -911961.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -911961.500000 Penalty: 4456.159180
	Iteration 35Q: 3 clusters Score -911961.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -911963.437500 Penalty: 4456.159180
	Iteration 36Q: 3 clusters Score -911963.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -911963.437500 Penalty: 4456.159180
	Iteration 37F: 3 clusters Score -911963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -98381.671875 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -98381.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -96550.140625 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -96550.14 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -96875.125000 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -96875.12 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -97168.226562 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -97168.23 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -97442.242188 Penalty: 3369.002930
	Iteration 3F: 3 clusters Score -97442.24 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -97721.085938 Penalty: 3369.002930
	Iteration 4F: 3 clusters Score -97721.09 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -98161.898438 Penalty: 3369.002930
	Iteration 5F: 3 clusters Score -98161.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -98490.742188 Penalty: 3369.002930
	Iteration 6F: 3 clusters Score -98490.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -98629.093750 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -98629.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -98827.203125 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -98827.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -98888.171875 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -98888.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -98955.234375 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -98955.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -99007.476562 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -99007.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -99028.054688 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -99028.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -99028.984375 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -99028.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -99028.984375 Penalty: 3369.002930
	Iteration 14F: 3 clusters Score -99028.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 43512 members 
Mstep: Class 3 contains 24853 members 
Mstep: Class 4 contains 21522 members 
Mstep: Class 5 contains 12118 members 
Mstep: Class 6 contains 63937 members 
Mstep: Class 7 contains 687 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33179 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 7449 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6683 members 
Mstep: Class 17 contains 1542 members 
Mstep: Class 18 contains 12353 members 
Mstep: Class 19 contains 14344 members 
Mstep: Class 20 contains 1440 members 
Mstep: Class 21 contains 60461 members 
Mstep: Class 22 contains 39154 members 
Mstep: Class 23 contains 330674 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13342 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 530 members 
Entering Unmasked Estep 
Score: -90803688.000000 Penalty: 93621.671875
Splitting cluster 12 changes total score from -90804592.000000 to -90803688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (7449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Entering Unmasked Estep 
Score: -985052.000000 Penalty: 2211.127197
	Iteration 0F: 2 clusters Score -985052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -978985.437500 Penalty: 4422.254395
	Iteration 0F: 3 clusters Score -978985.4 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -980533.250000 Penalty: 4422.254395
	Iteration 1F: 3 clusters Score -980533.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -980748.062500 Penalty: 4422.254395
	Iteration 2F: 3 clusters Score -980748.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -980896.000000 Penalty: 4422.254395
	Iteration 3Q: 3 clusters Score -980896 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -981006.812500 Penalty: 4422.254395
	Iteration 4Q: 3 clusters Score -981006.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -981091.125000 Penalty: 4422.254395
	Iteration 5Q: 3 clusters Score -981091.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -981156.875000 Penalty: 4422.254395
	Iteration 6Q: 3 clusters Score -981156.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -981210.250000 Penalty: 4422.254395
	Iteration 7Q: 3 clusters Score -981210.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -981248.062500 Penalty: 4422.254395
	Iteration 8Q: 3 clusters Score -981248.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -981278.000000 Penalty: 4422.254395
	Iteration 9Q: 3 clusters Score -981278 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -981303.937500 Penalty: 4422.254395
	Iteration 10Q: 3 clusters Score -981303.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -981320.875000 Penalty: 4422.254395
	Iteration 11Q: 3 clusters Score -981320.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -981340.437500 Penalty: 4422.254395
	Iteration 12Q: 3 clusters Score -981340.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -981351.312500 Penalty: 4422.254395
	Iteration 13Q: 3 clusters Score -981351.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -981360.375000 Penalty: 4422.254395
	Iteration 14Q: 3 clusters Score -981360.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -981366.125000 Penalty: 4422.254395
	Iteration 15Q: 3 clusters Score -981366.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -981376.000000 Penalty: 4422.254395
	Iteration 16Q: 3 clusters Score -981376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -981383.125000 Penalty: 4422.254395
	Iteration 17Q: 3 clusters Score -981383.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -981390.250000 Penalty: 4422.254395
	Iteration 18Q: 3 clusters Score -981390.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -981401.437500 Penalty: 4422.254395
	Iteration 19Q: 3 clusters Score -981401.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -981408.937500 Penalty: 4422.254395
	Iteration 20F: 3 clusters Score -981408.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -981418.250000 Penalty: 4422.254395
	Iteration 21Q: 3 clusters Score -981418.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -981424.750000 Penalty: 4422.254395
	Iteration 22Q: 3 clusters Score -981424.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -981431.875000 Penalty: 4422.254395
	Iteration 23Q: 3 clusters Score -981431.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -981438.625000 Penalty: 4422.254395
	Iteration 24Q: 3 clusters Score -981438.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -981448.812500 Penalty: 4422.254395
	Iteration 25Q: 3 clusters Score -981448.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -981458.937500 Penalty: 4422.254395
	Iteration 26Q: 3 clusters Score -981458.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -981468.875000 Penalty: 4422.254395
	Iteration 27Q: 3 clusters Score -981468.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -981478.250000 Penalty: 4422.254395
	Iteration 28Q: 3 clusters Score -981478.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -981488.937500 Penalty: 4422.254395
	Iteration 29Q: 3 clusters Score -981488.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -981508.062500 Penalty: 4422.254395
	Iteration 30Q: 3 clusters Score -981508.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -981527.937500 Penalty: 4422.254395
	Iteration 31Q: 3 clusters Score -981527.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -981551.812500 Penalty: 4422.254395
	Iteration 32Q: 3 clusters Score -981551.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -981584.312500 Penalty: 4422.254395
	Iteration 33Q: 3 clusters Score -981584.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -981624.750000 Penalty: 4422.254395
	Iteration 34Q: 3 clusters Score -981624.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -981677.562500 Penalty: 4422.254395
	Iteration 35Q: 3 clusters Score -981677.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -981727.750000 Penalty: 4422.254395
	Iteration 36Q: 3 clusters Score -981727.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -981787.562500 Penalty: 4422.254395
	Iteration 37Q: 3 clusters Score -981787.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -981855.375000 Penalty: 4422.254395
	Iteration 38Q: 3 clusters Score -981855.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -981929.312500 Penalty: 4422.254395
	Iteration 39Q: 3 clusters Score -981929.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -982028.187500 Penalty: 4422.254395
	Iteration 40F: 3 clusters Score -982028.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -982138.687500 Penalty: 4422.254395
	Iteration 41Q: 3 clusters Score -982138.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -982256.125000 Penalty: 4422.254395
	Iteration 42Q: 3 clusters Score -982256.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -982369.062500 Penalty: 4422.254395
	Iteration 43Q: 3 clusters Score -982369.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -982462.125000 Penalty: 4422.254395
	Iteration 44Q: 3 clusters Score -982462.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -982548.250000 Penalty: 4422.254395
	Iteration 45Q: 3 clusters Score -982548.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -982630.687500 Penalty: 4422.254395
	Iteration 46Q: 3 clusters Score -982630.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -982699.937500 Penalty: 4422.254395
	Iteration 47Q: 3 clusters Score -982699.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -982770.250000 Penalty: 4422.254395
	Iteration 48Q: 3 clusters Score -982770.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -982825.562500 Penalty: 4422.254395
	Iteration 49Q: 3 clusters Score -982825.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -982865.937500 Penalty: 4422.254395
	Iteration 50Q: 3 clusters Score -982865.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -982900.875000 Penalty: 4422.254395
	Iteration 51Q: 3 clusters Score -982900.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -982935.375000 Penalty: 4422.254395
	Iteration 52Q: 3 clusters Score -982935.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -982957.125000 Penalty: 4422.254395
	Iteration 53Q: 3 clusters Score -982957.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -982973.812500 Penalty: 4422.254395
	Iteration 54Q: 3 clusters Score -982973.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -982987.937500 Penalty: 4422.254395
	Iteration 55Q: 3 clusters Score -982987.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -983001.250000 Penalty: 4422.254395
	Iteration 56Q: 3 clusters Score -983001.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -983014.562500 Penalty: 4422.254395
	Iteration 57Q: 3 clusters Score -983014.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -983021.000000 Penalty: 4422.254395
	Iteration 58Q: 3 clusters Score -983021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -983027.750000 Penalty: 4422.254395
	Iteration 59Q: 3 clusters Score -983027.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -983031.937500 Penalty: 4422.254395
	Iteration 60F: 3 clusters Score -983031.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -983037.750000 Penalty: 4422.254395
	Iteration 61Q: 3 clusters Score -983037.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -983040.312500 Penalty: 4422.254395
	Iteration 62Q: 3 clusters Score -983040.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -983040.500000 Penalty: 4422.254395
	Iteration 63Q: 3 clusters Score -983040.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -983042.437500 Penalty: 4422.254395
	Iteration 64Q: 3 clusters Score -983042.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -983046.437500 Penalty: 4422.254395
	Iteration 65Q: 3 clusters Score -983046.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -983048.937500 Penalty: 4422.254395
	Iteration 66Q: 3 clusters Score -983048.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -983047.812500 Penalty: 4422.254395
	Iteration 67Q: 3 clusters Score -983047.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -983049.000000 Penalty: 4422.254395
	Iteration 68Q: 3 clusters Score -983049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -983051.125000 Penalty: 4422.254395
	Iteration 69Q: 3 clusters Score -983051.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -983052.875000 Penalty: 4422.254395
	Iteration 70Q: 3 clusters Score -983052.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -983057.937500 Penalty: 4422.254395
	Iteration 71Q: 3 clusters Score -983057.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -983060.187500 Penalty: 4422.254395
	Iteration 72Q: 3 clusters Score -983060.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -983063.000000 Penalty: 4422.254395
	Iteration 73Q: 3 clusters Score -983063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -983067.187500 Penalty: 4422.254395
	Iteration 74Q: 3 clusters Score -983067.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -983075.187500 Penalty: 4422.254395
	Iteration 75Q: 3 clusters Score -983075.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -983080.125000 Penalty: 4422.254395
	Iteration 76Q: 3 clusters Score -983080.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -983086.187500 Penalty: 4422.254395
	Iteration 77Q: 3 clusters Score -983086.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -983089.000000 Penalty: 4422.254395
	Iteration 78Q: 3 clusters Score -983089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -983094.125000 Penalty: 4422.254395
	Iteration 79Q: 3 clusters Score -983094.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -983099.562500 Penalty: 4422.254395
	Iteration 80F: 3 clusters Score -983099.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -983107.375000 Penalty: 4422.254395
	Iteration 81Q: 3 clusters Score -983107.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -983113.187500 Penalty: 4422.254395
	Iteration 82Q: 3 clusters Score -983113.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -983120.062500 Penalty: 4422.254395
	Iteration 83Q: 3 clusters Score -983120.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -983127.437500 Penalty: 4422.254395
	Iteration 84Q: 3 clusters Score -983127.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -983127.875000 Penalty: 4422.254395
	Iteration 85Q: 3 clusters Score -983127.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -983127.812500 Penalty: 4422.254395
	Iteration 86Q: 3 clusters Score -983127.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -983127.812500 Penalty: 4422.254395
	Iteration 87Q: 3 clusters Score -983127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -983128.500000 Penalty: 4422.254395
	Iteration 88Q: 3 clusters Score -983128.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -983129.062500 Penalty: 4422.254395
	Iteration 89Q: 3 clusters Score -983129.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -983129.062500 Penalty: 4422.254395
	Iteration 90F: 3 clusters Score -983129.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Entering Unmasked Estep 
Score: -680010.937500 Penalty: 2121.082764
	Iteration 0F: 2 clusters Score -680010.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -675405.125000 Penalty: 4242.165527
	Iteration 0F: 3 clusters Score -675405.1 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -676511.062500 Penalty: 4242.165527
	Iteration 1F: 3 clusters Score -676511.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -676687.937500 Penalty: 4242.165527
	Iteration 2F: 3 clusters Score -676687.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -676805.000000 Penalty: 4242.165527
	Iteration 3Q: 3 clusters Score -676805 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -676884.125000 Penalty: 4242.165527
	Iteration 4Q: 3 clusters Score -676884.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -676940.187500 Penalty: 4242.165527
	Iteration 5Q: 3 clusters Score -676940.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -676982.750000 Penalty: 4242.165527
	Iteration 6Q: 3 clusters Score -676982.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -677013.125000 Penalty: 4242.165527
	Iteration 7Q: 3 clusters Score -677013.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -677041.625000 Penalty: 4242.165527
	Iteration 8Q: 3 clusters Score -677041.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -677064.937500 Penalty: 4242.165527
	Iteration 9Q: 3 clusters Score -677064.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -677089.000000 Penalty: 4242.165527
	Iteration 10Q: 3 clusters Score -677089 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -677111.562500 Penalty: 4242.165527
	Iteration 11Q: 3 clusters Score -677111.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -677139.062500 Penalty: 4242.165527
	Iteration 12Q: 3 clusters Score -677139.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -677169.437500 Penalty: 4242.165527
	Iteration 13Q: 3 clusters Score -677169.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -677200.062500 Penalty: 4242.165527
	Iteration 14Q: 3 clusters Score -677200.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -677225.375000 Penalty: 4242.165527
	Iteration 15Q: 3 clusters Score -677225.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -677247.750000 Penalty: 4242.165527
	Iteration 16Q: 3 clusters Score -677247.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -677278.562500 Penalty: 4242.165527
	Iteration 17Q: 3 clusters Score -677278.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -677317.312500 Penalty: 4242.165527
	Iteration 18Q: 3 clusters Score -677317.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -677358.437500 Penalty: 4242.165527
	Iteration 19Q: 3 clusters Score -677358.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -677405.750000 Penalty: 4242.165527
	Iteration 20F: 3 clusters Score -677405.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -677453.375000 Penalty: 4242.165527
	Iteration 21Q: 3 clusters Score -677453.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -677494.812500 Penalty: 4242.165527
	Iteration 22Q: 3 clusters Score -677494.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -677538.687500 Penalty: 4242.165527
	Iteration 23Q: 3 clusters Score -677538.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -677580.062500 Penalty: 4242.165527
	Iteration 24Q: 3 clusters Score -677580.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -677620.250000 Penalty: 4242.165527
	Iteration 25Q: 3 clusters Score -677620.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -677659.187500 Penalty: 4242.165527
	Iteration 26Q: 3 clusters Score -677659.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -677690.687500 Penalty: 4242.165527
	Iteration 27Q: 3 clusters Score -677690.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -677728.500000 Penalty: 4242.165527
	Iteration 28Q: 3 clusters Score -677728.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -677774.187500 Penalty: 4242.165527
	Iteration 29Q: 3 clusters Score -677774.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -677828.375000 Penalty: 4242.165527
	Iteration 30Q: 3 clusters Score -677828.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -677873.000000 Penalty: 4242.165527
	Iteration 31Q: 3 clusters Score -677873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -677908.625000 Penalty: 4242.165527
	Iteration 32Q: 3 clusters Score -677908.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -677950.812500 Penalty: 4242.165527
	Iteration 33Q: 3 clusters Score -677950.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -677979.812500 Penalty: 4242.165527
	Iteration 34Q: 3 clusters Score -677979.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -678010.812500 Penalty: 4242.165527
	Iteration 35Q: 3 clusters Score -678010.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -678046.000000 Penalty: 4242.165527
	Iteration 36Q: 3 clusters Score -678046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -678063.562500 Penalty: 4242.165527
	Iteration 37Q: 3 clusters Score -678063.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -678083.500000 Penalty: 4242.165527
	Iteration 38Q: 3 clusters Score -678083.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -678094.000000 Penalty: 4242.165527
	Iteration 39Q: 3 clusters Score -678094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -678099.125000 Penalty: 4242.165527
	Iteration 40F: 3 clusters Score -678099.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -678104.937500 Penalty: 4242.165527
	Iteration 41Q: 3 clusters Score -678104.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -678112.750000 Penalty: 4242.165527
	Iteration 42Q: 3 clusters Score -678112.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -678121.750000 Penalty: 4242.165527
	Iteration 43Q: 3 clusters Score -678121.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -678127.000000 Penalty: 4242.165527
	Iteration 44Q: 3 clusters Score -678127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -678129.937500 Penalty: 4242.165527
	Iteration 45Q: 3 clusters Score -678129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -678134.500000 Penalty: 4242.165527
	Iteration 46Q: 3 clusters Score -678134.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -678137.125000 Penalty: 4242.165527
	Iteration 47Q: 3 clusters Score -678137.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -678142.750000 Penalty: 4242.165527
	Iteration 48Q: 3 clusters Score -678142.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -678149.312500 Penalty: 4242.165527
	Iteration 49Q: 3 clusters Score -678149.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -678149.500000 Penalty: 4242.165527
	Iteration 50Q: 3 clusters Score -678149.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -678150.187500 Penalty: 4242.165527
	Iteration 51Q: 3 clusters Score -678150.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -678150.187500 Penalty: 4242.165527
	Iteration 52F: 3 clusters Score -678150.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -55726.933594 Penalty: 1521.082764
	Iteration 0F: 2 clusters Score -55726.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54275.570312 Penalty: 3042.165527
	Iteration 0F: 3 clusters Score -54275.57 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54414.800781 Penalty: 3042.165527
	Iteration 1F: 3 clusters Score -54414.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54466.769531 Penalty: 3042.165527
	Iteration 2Q: 3 clusters Score -54466.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54469.914062 Penalty: 3042.165527
	Iteration 3Q: 3 clusters Score -54469.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54470.800781 Penalty: 3042.165527
	Iteration 4Q: 3 clusters Score -54470.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54478.187500 Penalty: 3042.165527
	Iteration 5Q: 3 clusters Score -54478.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54480.152344 Penalty: 3042.165527
	Iteration 6Q: 3 clusters Score -54480.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54480.152344 Penalty: 3042.165527
	Iteration 7F: 3 clusters Score -54480.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Entering Unmasked Estep 
Score: -839336.875000 Penalty: 2184.216064
	Iteration 0F: 2 clusters Score -839336.9 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 3311 members 
Entering Unmasked Estep 
Score: -833824.375000 Penalty: 4368.432129
	Iteration 0F: 3 clusters Score -833824.4 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -835470.062500 Penalty: 4368.432129
	Iteration 1F: 3 clusters Score -835470.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -836019.062500 Penalty: 4368.432129
	Iteration 2F: 3 clusters Score -836019.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -836460.187500 Penalty: 4368.432129
	Iteration 3F: 3 clusters Score -836460.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -836854.125000 Penalty: 4368.432129
	Iteration 4F: 3 clusters Score -836854.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -837183.125000 Penalty: 4368.432129
	Iteration 5F: 3 clusters Score -837183.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -837451.812500 Penalty: 4368.432129
	Iteration 6F: 3 clusters Score -837451.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -837662.062500 Penalty: 4368.432129
	Iteration 7Q: 3 clusters Score -837662.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -837817.625000 Penalty: 4368.432129
	Iteration 8Q: 3 clusters Score -837817.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -837925.750000 Penalty: 4368.432129
	Iteration 9Q: 3 clusters Score -837925.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -838026.437500 Penalty: 4368.432129
	Iteration 10Q: 3 clusters Score -838026.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -838083.500000 Penalty: 4368.432129
	Iteration 11Q: 3 clusters Score -838083.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -838113.937500 Penalty: 4368.432129
	Iteration 12Q: 3 clusters Score -838113.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -838138.250000 Penalty: 4368.432129
	Iteration 13Q: 3 clusters Score -838138.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -838156.687500 Penalty: 4368.432129
	Iteration 14Q: 3 clusters Score -838156.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -838168.000000 Penalty: 4368.432129
	Iteration 15Q: 3 clusters Score -838168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -838180.250000 Penalty: 4368.432129
	Iteration 16Q: 3 clusters Score -838180.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -838189.312500 Penalty: 4368.432129
	Iteration 17Q: 3 clusters Score -838189.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -838193.250000 Penalty: 4368.432129
	Iteration 18Q: 3 clusters Score -838193.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -838196.062500 Penalty: 4368.432129
	Iteration 19Q: 3 clusters Score -838196.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -838196.187500 Penalty: 4368.432129
	Iteration 20F: 3 clusters Score -838196.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -838196.562500 Penalty: 4368.432129
	Iteration 21Q: 3 clusters Score -838196.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -838198.250000 Penalty: 4368.432129
	Iteration 22Q: 3 clusters Score -838198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -838198.250000 Penalty: 4368.432129
	Iteration 23Q: 3 clusters Score -838198.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -838198.250000 Penalty: 4368.432129
	Iteration 24F: 3 clusters Score -838198.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -179599.250000 Penalty: 1820.527222
	Iteration 0F: 2 clusters Score -179599.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -177343.515625 Penalty: 3641.054443
	Iteration 0F: 3 clusters Score -177343.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -177721.078125 Penalty: 3641.054443
	Iteration 1F: 3 clusters Score -177721.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -177848.703125 Penalty: 3641.054443
	Iteration 2F: 3 clusters Score -177848.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -177934.968750 Penalty: 3641.054443
	Iteration 3Q: 3 clusters Score -177935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -177984.187500 Penalty: 3641.054443
	Iteration 4Q: 3 clusters Score -177984.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -178029.828125 Penalty: 3641.054443
	Iteration 5Q: 3 clusters Score -178029.8 nChanged 41
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: -178078.093750 Penalty: 3641.054443
	Iteration 6Q: 3 clusters Score -178078.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -178120.250000 Penalty: 3641.054443
	Iteration 7Q: 3 clusters Score -178120.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -178147.156250 Penalty: 3641.054443
	Iteration 8Q: 3 clusters Score -178147.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -178176.281250 Penalty: 3641.054443
	Iteration 9Q: 3 clusters Score -178176.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -178205.093750 Penalty: 3641.054443
	Iteration 10Q: 3 clusters Score -178205.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -178224.937500 Penalty: 3641.054443
	Iteration 11Q: 3 clusters Score -178224.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -178242.171875 Penalty: 3641.054443
	Iteration 12Q: 3 clusters Score -178242.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -178258.187500 Penalty: 3641.054443
	Iteration 13Q: 3 clusters Score -178258.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -178269.046875 Penalty: 3641.054443
	Iteration 14Q: 3 clusters Score -178269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -178276.093750 Penalty: 3641.054443
	Iteration 15Q: 3 clusters Score -178276.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -178281.265625 Penalty: 3641.054443
	Iteration 16Q: 3 clusters Score -178281.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -178287.734375 Penalty: 3641.054443
	Iteration 17Q: 3 clusters Score -178287.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -178296.921875 Penalty: 3641.054443
	Iteration 18Q: 3 clusters Score -178296.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -178308.218750 Penalty: 3641.054443
	Iteration 19Q: 3 clusters Score -178308.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -178321.359375 Penalty: 3641.054443
	Iteration 20F: 3 clusters Score -178321.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -178330.484375 Penalty: 3641.054443
	Iteration 21Q: 3 clusters Score -178330.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -178337.250000 Penalty: 3641.054443
	Iteration 22Q: 3 clusters Score -178337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -178339.546875 Penalty: 3641.054443
	Iteration 23Q: 3 clusters Score -178339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -178341.375000 Penalty: 3641.054443
	Iteration 24Q: 3 clusters Score -178341.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -178342.906250 Penalty: 3641.054443
	Iteration 25Q: 3 clusters Score -178342.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -178342.906250 Penalty: 3641.054443
	Iteration 26F: 3 clusters Score -178342.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Entering Unmasked Estep 
Score: -1640121.125000 Penalty: 2336.570068
	Iteration 0F: 2 clusters Score -1640121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1630906.875000 Penalty: 4673.140137
	Iteration 0F: 3 clusters Score -1630907 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1633545.750000 Penalty: 4673.140137
	Iteration 1F: 3 clusters Score -1633546 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1633876.500000 Penalty: 4673.140137
	Iteration 2F: 3 clusters Score -1633876 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1634099.125000 Penalty: 4673.140137
	Iteration 3Q: 3 clusters Score -1634099 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1634247.625000 Penalty: 4673.140137
	Iteration 4Q: 3 clusters Score -1634248 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1634387.375000 Penalty: 4673.140137
	Iteration 5Q: 3 clusters Score -1634387 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1634523.000000 Penalty: 4673.140137
	Iteration 6Q: 3 clusters Score -1634523 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1634680.750000 Penalty: 4673.140137
	Iteration 7Q: 3 clusters Score -1634681 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1634846.250000 Penalty: 4673.140137
	Iteration 8Q: 3 clusters Score -1634846 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1635055.750000 Penalty: 4673.140137
	Iteration 9Q: 3 clusters Score -1635056 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1635350.875000 Penalty: 4673.140137
	Iteration 10Q: 3 clusters Score -1635351 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1635663.875000 Penalty: 4673.140137
	Iteration 11Q: 3 clusters Score -1635664 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1636029.500000 Penalty: 4673.140137
	Iteration 12Q: 3 clusters Score -1636030 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1636382.000000 Penalty: 4673.140137
	Iteration 13Q: 3 clusters Score -1636382 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1636755.875000 Penalty: 4673.140137
	Iteration 14Q: 3 clusters Score -1636756 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1637109.750000 Penalty: 4673.140137
	Iteration 15Q: 3 clusters Score -1637110 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1637404.000000 Penalty: 4673.140137
	Iteration 16Q: 3 clusters Score -1637404 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1637575.500000 Penalty: 4673.140137
	Iteration 17Q: 3 clusters Score -1637576 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1637708.250000 Penalty: 4673.140137
	Iteration 18Q: 3 clusters Score -1637708 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1637787.500000 Penalty: 4673.140137
	Iteration 19Q: 3 clusters Score -1637788 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1637850.375000 Penalty: 4673.140137
	Iteration 20F: 3 clusters Score -1637850 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1637888.500000 Penalty: 4673.140137
	Iteration 21Q: 3 clusters Score -1637888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1637919.500000 Penalty: 4673.140137
	Iteration 22Q: 3 clusters Score -1637920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1637941.000000 Penalty: 4673.140137
	Iteration 23Q: 3 clusters Score -1637941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1637954.875000 Penalty: 4673.140137
	Iteration 24Q: 3 clusters Score -1637955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1637966.875000 Penalty: 4673.140137
	Iteration 25Q: 3 clusters Score -1637967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1637975.250000 Penalty: 4673.140137
	Iteration 26Q: 3 clusters Score -1637975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1637987.125000 Penalty: 4673.140137
	Iteration 27Q: 3 clusters Score -1637987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1637993.125000 Penalty: 4673.140137
	Iteration 28Q: 3 clusters Score -1637993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1638004.625000 Penalty: 4673.140137
	Iteration 29Q: 3 clusters Score -1638005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1638021.875000 Penalty: 4673.140137
	Iteration 30Q: 3 clusters Score -1638022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1638030.250000 Penalty: 4673.140137
	Iteration 31Q: 3 clusters Score -1638030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1638035.250000 Penalty: 4673.140137
	Iteration 32Q: 3 clusters Score -1638035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1638035.125000 Penalty: 4673.140137
	Iteration 33Q: 3 clusters Score -1638035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1638036.125000 Penalty: 4673.140137
	Iteration 34Q: 3 clusters Score -1638036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1638037.750000 Penalty: 4673.140137
	Iteration 35Q: 3 clusters Score -1638038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1638037.875000 Penalty: 4673.140137
	Iteration 36Q: 3 clusters Score -1638038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1638036.875000 Penalty: 4673.140137
	Iteration 37Q: 3 clusters Score -1638037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1638036.875000 Penalty: 4673.140137
	Iteration 38F: 3 clusters Score -1638037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Entering Unmasked Estep 
Score: -1895396.875000 Penalty: 2373.629639
	Iteration 0F: 2 clusters Score -1895397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1884889.750000 Penalty: 4747.259277
	Iteration 0F: 3 clusters Score -1884890 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1888065.500000 Penalty: 4747.259277
	Iteration 1F: 3 clusters Score -1888066 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1888412.625000 Penalty: 4747.259277
	Iteration 2F: 3 clusters Score -1888413 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1888639.375000 Penalty: 4747.259277
	Iteration 3Q: 3 clusters Score -1888639 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1888811.750000 Penalty: 4747.259277
	Iteration 4Q: 3 clusters Score -1888812 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1888939.750000 Penalty: 4747.259277
	Iteration 5Q: 3 clusters Score -1888940 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1889035.250000 Penalty: 4747.259277
	Iteration 6Q: 3 clusters Score -1889035 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1889121.375000 Penalty: 4747.259277
	Iteration 7Q: 3 clusters Score -1889121 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1889218.375000 Penalty: 4747.259277
	Iteration 8Q: 3 clusters Score -1889218 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1889325.750000 Penalty: 4747.259277
	Iteration 9Q: 3 clusters Score -1889326 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1889445.500000 Penalty: 4747.259277
	Iteration 10Q: 3 clusters Score -1889446 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1889589.625000 Penalty: 4747.259277
	Iteration 11Q: 3 clusters Score -1889590 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1889751.500000 Penalty: 4747.259277
	Iteration 12Q: 3 clusters Score -1889752 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1889966.875000 Penalty: 4747.259277
	Iteration 13Q: 3 clusters Score -1889967 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1890253.625000 Penalty: 4747.259277
	Iteration 14Q: 3 clusters Score -1890254 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1890694.375000 Penalty: 4747.259277
	Iteration 15Q: 3 clusters Score -1890694 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1891219.125000 Penalty: 4747.259277
	Iteration 16F: 3 clusters Score -1891219 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1891786.000000 Penalty: 4747.259277
	Iteration 17F: 3 clusters Score -1891786 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1892307.375000 Penalty: 4747.259277
	Iteration 18Q: 3 clusters Score -1892307 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1892724.875000 Penalty: 4747.259277
	Iteration 19Q: 3 clusters Score -1892725 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1893017.125000 Penalty: 4747.259277
	Iteration 20F: 3 clusters Score -1893017 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1893201.500000 Penalty: 4747.259277
	Iteration 21Q: 3 clusters Score -1893202 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1893314.000000 Penalty: 4747.259277
	Iteration 22Q: 3 clusters Score -1893314 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1893392.500000 Penalty: 4747.259277
	Iteration 23Q: 3 clusters Score -1893392 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1893448.250000 Penalty: 4747.259277
	Iteration 24Q: 3 clusters Score -1893448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1893479.750000 Penalty: 4747.259277
	Iteration 25Q: 3 clusters Score -1893480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1893494.250000 Penalty: 4747.259277
	Iteration 26Q: 3 clusters Score -1893494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1893522.375000 Penalty: 4747.259277
	Iteration 27Q: 3 clusters Score -1893522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1893536.375000 Penalty: 4747.259277
	Iteration 28Q: 3 clusters Score -1893536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1893545.250000 Penalty: 4747.259277
	Iteration 29Q: 3 clusters Score -1893545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1893554.125000 Penalty: 4747.259277
	Iteration 30Q: 3 clusters Score -1893554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1893557.625000 Penalty: 4747.259277
	Iteration 31Q: 3 clusters Score -1893558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1893563.625000 Penalty: 4747.259277
	Iteration 32Q: 3 clusters Score -1893564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1893572.000000 Penalty: 4747.259277
	Iteration 33Q: 3 clusters Score -1893572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1893581.125000 Penalty: 4747.259277
	Iteration 34Q: 3 clusters Score -1893581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1893586.250000 Penalty: 4747.259277
	Iteration 35Q: 3 clusters Score -1893586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1893588.125000 Penalty: 4747.259277
	Iteration 36Q: 3 clusters Score -1893588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1893589.375000 Penalty: 4747.259277
	Iteration 37Q: 3 clusters Score -1893589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1893589.375000 Penalty: 4747.259277
	Iteration 38F: 3 clusters Score -1893589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -148913.906250 Penalty: 1803.554810
	Iteration 0F: 2 clusters Score -148913.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -146776.421875 Penalty: 3607.109619
	Iteration 0F: 3 clusters Score -146776.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -147250.515625 Penalty: 3607.109619
	Iteration 1F: 3 clusters Score -147250.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -147414.078125 Penalty: 3607.109619
	Iteration 2F: 3 clusters Score -147414.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -147494.078125 Penalty: 3607.109619
	Iteration 3Q: 3 clusters Score -147494.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -147537.671875 Penalty: 3607.109619
	Iteration 4Q: 3 clusters Score -147537.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -147569.359375 Penalty: 3607.109619
	Iteration 5Q: 3 clusters Score -147569.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -147591.265625 Penalty: 3607.109619
	Iteration 6Q: 3 clusters Score -147591.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -147608.015625 Penalty: 3607.109619
	Iteration 7Q: 3 clusters Score -147608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -147617.078125 Penalty: 3607.109619
	Iteration 8Q: 3 clusters Score -147617.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -147625.140625 Penalty: 3607.109619
	Iteration 9Q: 3 clusters Score -147625.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -147633.812500 Penalty: 3607.109619
	Iteration 10Q: 3 clusters Score -147633.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -147641.484375 Penalty: 3607.109619
	Iteration 11Q: 3 clusters Score -147641.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -147649.718750 Penalty: 3607.109619
	Iteration 12Q: 3 clusters Score -147649.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -147655.609375 Penalty: 3607.109619
	Iteration 13Q: 3 clusters Score -147655.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -147659.609375 Penalty: 3607.109619
	Iteration 14Q: 3 clusters Score -147659.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -147661.265625 Penalty: 3607.109619
	Iteration 15Q: 3 clusters Score -147661.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -147665.250000 Penalty: 3607.109619
	Iteration 16Q: 3 clusters Score -147665.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -147668.203125 Penalty: 3607.109619
	Iteration 17Q: 3 clusters Score -147668.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -147669.000000 Penalty: 3607.109619
	Iteration 18Q: 3 clusters Score -147669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -147671.046875 Penalty: 3607.109619
	Iteration 19Q: 3 clusters Score -147671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -147674.015625 Penalty: 3607.109619
	Iteration 20F: 3 clusters Score -147674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -147675.000000 Penalty: 3607.109619
	Iteration 21Q: 3 clusters Score -147675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -147677.062500 Penalty: 3607.109619
	Iteration 22Q: 3 clusters Score -147677.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -147681.156250 Penalty: 3607.109619
	Iteration 23Q: 3 clusters Score -147681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -147683.812500 Penalty: 3607.109619
	Iteration 24Q: 3 clusters Score -147683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -147685.265625 Penalty: 3607.109619
	Iteration 25Q: 3 clusters Score -147685.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -147685.265625 Penalty: 3607.109619
	Iteration 26F: 3 clusters Score -147685.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (60461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60461 members 
Entering Unmasked Estep 
Score: -7742252.500000 Penalty: 2730.418945
	Iteration 0F: 2 clusters Score -7742252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -7701592.000000 Penalty: 5460.837891
	Iteration 0F: 3 clusters Score -7701592 nChanged 28139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -7717168.500000 Penalty: 5460.837891
	Iteration 1F: 3 clusters Score -7717168 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -7717894.500000 Penalty: 5460.837891
	Iteration 2Q: 3 clusters Score -7717894 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -7718757.000000 Penalty: 5460.837891
	Iteration 3Q: 3 clusters Score -7718757 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -7720026.500000 Penalty: 5460.837891
	Iteration 4Q: 3 clusters Score -7720026 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -7721932.500000 Penalty: 5460.837891
	Iteration 5F: 3 clusters Score -7721932 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -7724855.000000 Penalty: 5460.837891
	Iteration 6F: 3 clusters Score -7724855 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -7729071.500000 Penalty: 5460.837891
	Iteration 7F: 3 clusters Score -7729072 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -7733724.500000 Penalty: 5460.837891
	Iteration 8F: 3 clusters Score -7733724 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -7737165.500000 Penalty: 5460.837891
	Iteration 9F: 3 clusters Score -7737166 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 59243 members 
Entering Unmasked Estep 
Score: -7738860.500000 Penalty: 5460.837891
	Iteration 10Q: 3 clusters Score -7738860 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -7739462.500000 Penalty: 5460.837891
	Iteration 11Q: 3 clusters Score -7739462 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -7739680.500000 Penalty: 5460.837891
	Iteration 12Q: 3 clusters Score -7739680 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -7739792.000000 Penalty: 5460.837891
	Iteration 13Q: 3 clusters Score -7739792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 60166 members 
Entering Unmasked Estep 
Score: -7739835.000000 Penalty: 5460.837891
	Iteration 14Q: 3 clusters Score -7739835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -7739853.500000 Penalty: 5460.837891
	Iteration 15Q: 3 clusters Score -7739854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -7739868.500000 Penalty: 5460.837891
	Iteration 16Q: 3 clusters Score -7739868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
Score: -7739881.500000 Penalty: 5460.837891
	Iteration 17Q: 3 clusters Score -7739882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
Score: -7739894.500000 Penalty: 5460.837891
	Iteration 18Q: 3 clusters Score -7739894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -7739894.000000 Penalty: 5460.837891
	Iteration 19Q: 3 clusters Score -7739894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -7739898.000000 Penalty: 5460.837891
	Iteration 20F: 3 clusters Score -7739898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
Score: -7739901.500000 Penalty: 5460.837891
	Iteration 21Q: 3 clusters Score -7739902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 60195 members 
Entering Unmasked Estep 
Score: -7739907.500000 Penalty: 5460.837891
	Iteration 22Q: 3 clusters Score -7739908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -7739912.000000 Penalty: 5460.837891
	Iteration 23Q: 3 clusters Score -7739912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -7739912.000000 Penalty: 5460.837891
	Iteration 24F: 3 clusters Score -7739912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (39154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Entering Unmasked Estep 
Score: -5019442.000000 Penalty: 2622.664062
	Iteration 0F: 2 clusters Score -5019442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -4992695.000000 Penalty: 5245.328125
	Iteration 0F: 3 clusters Score -4992695 nChanged 17996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -5002550.500000 Penalty: 5245.328125
	Iteration 1F: 3 clusters Score -5002550 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -5003153.500000 Penalty: 5245.328125
	Iteration 2Q: 3 clusters Score -5003154 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -5003961.500000 Penalty: 5245.328125
	Iteration 3Q: 3 clusters Score -5003962 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -5005244.500000 Penalty: 5245.328125
	Iteration 4F: 3 clusters Score -5005244 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -5007251.500000 Penalty: 5245.328125
	Iteration 5F: 3 clusters Score -5007252 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -5010131.500000 Penalty: 5245.328125
	Iteration 6F: 3 clusters Score -5010132 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -5013164.500000 Penalty: 5245.328125
	Iteration 7F: 3 clusters Score -5013164 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -5015244.500000 Penalty: 5245.328125
	Iteration 8F: 3 clusters Score -5015244 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -5016351.000000 Penalty: 5245.328125
	Iteration 9Q: 3 clusters Score -5016351 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -5016892.000000 Penalty: 5245.328125
	Iteration 10Q: 3 clusters Score -5016892 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -5017173.000000 Penalty: 5245.328125
	Iteration 11Q: 3 clusters Score -5017173 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -5017324.500000 Penalty: 5245.328125
	Iteration 12Q: 3 clusters Score -5017324 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -5017433.000000 Penalty: 5245.328125
	Iteration 13Q: 3 clusters Score -5017433 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -5017479.500000 Penalty: 5245.328125
	Iteration 14Q: 3 clusters Score -5017480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -5017523.500000 Penalty: 5245.328125
	Iteration 15Q: 3 clusters Score -5017524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -5017542.500000 Penalty: 5245.328125
	Iteration 16Q: 3 clusters Score -5017542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -5017558.500000 Penalty: 5245.328125
	Iteration 17Q: 3 clusters Score -5017558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -5017569.500000 Penalty: 5245.328125
	Iteration 18Q: 3 clusters Score -5017570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -5017575.000000 Penalty: 5245.328125
	Iteration 19Q: 3 clusters Score -5017575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -5017582.500000 Penalty: 5245.328125
	Iteration 20F: 3 clusters Score -5017582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -5017590.500000 Penalty: 5245.328125
	Iteration 21Q: 3 clusters Score -5017590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -5017594.500000 Penalty: 5245.328125
	Iteration 22Q: 3 clusters Score -5017594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -5017592.500000 Penalty: 5245.328125
	Iteration 23Q: 3 clusters Score -5017592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -5017599.000000 Penalty: 5245.328125
	Iteration 24Q: 3 clusters Score -5017599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -5017601.500000 Penalty: 5245.328125
	Iteration 25Q: 3 clusters Score -5017602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -5017605.000000 Penalty: 5245.328125
	Iteration 26Q: 3 clusters Score -5017605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -5017603.500000 Penalty: 5245.328125
	Iteration 27Q: 3 clusters Score -5017604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -5017604.500000 Penalty: 5245.328125
	Iteration 28Q: 3 clusters Score -5017604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -5017613.000000 Penalty: 5245.328125
	Iteration 29Q: 3 clusters Score -5017613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -5017612.000000 Penalty: 5245.328125
	Iteration 30Q: 3 clusters Score -5017612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -5017612.000000 Penalty: 5245.328125
	Iteration 31F: 3 clusters Score -5017612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (330674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330674 members 
Entering Unmasked Estep 
Score: -42910548.000000 Penalty: 3151.804199
	Iteration 0F: 2 clusters Score -4.291055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165903 members 
Mstep: Class 2 contains 164771 members 
Entering Unmasked Estep 
Score: -42732000.000000 Penalty: 6303.608398
	Iteration 0F: 3 clusters Score -4.2732e+07 nChanged 160208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179247 members 
Mstep: Class 2 contains 151427 members 
Entering Unmasked Estep 
Score: -42827176.000000 Penalty: 6303.608398
	Iteration 1F: 3 clusters Score -4.282718e+07 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186777 members 
Mstep: Class 2 contains 143897 members 
Entering Unmasked Estep 
Score: -42829632.000000 Penalty: 6303.608398
	Iteration 2Q: 3 clusters Score -4.282963e+07 nChanged 14884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197309 members 
Mstep: Class 2 contains 133365 members 
Entering Unmasked Estep 
Score: -42833300.000000 Penalty: 6303.608398
	Iteration 3Q: 3 clusters Score -4.28333e+07 nChanged 18178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210861 members 
Mstep: Class 2 contains 119813 members 
Entering Unmasked Estep 
Score: -42839456.000000 Penalty: 6303.608398
	Iteration 4F: 3 clusters Score -4.283946e+07 nChanged 20687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226044 members 
Mstep: Class 2 contains 104630 members 
Entering Unmasked Estep 
Score: -42849028.000000 Penalty: 6303.608398
	Iteration 5F: 3 clusters Score -4.284903e+07 nChanged 21387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239411 members 
Mstep: Class 2 contains 91263 members 
Entering Unmasked Estep 
Score: -42861488.000000 Penalty: 6303.608398
	Iteration 6F: 3 clusters Score -4.286149e+07 nChanged 20171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247022 members 
Mstep: Class 2 contains 83652 members 
Entering Unmasked Estep 
Score: -42874456.000000 Penalty: 6303.608398
	Iteration 7F: 3 clusters Score -4.287446e+07 nChanged 17599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247963 members 
Mstep: Class 2 contains 82711 members 
Entering Unmasked Estep 
Score: -42883128.000000 Penalty: 6303.608398
	Iteration 8F: 3 clusters Score -4.288313e+07 nChanged 12509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245618 members 
Mstep: Class 2 contains 85056 members 
Entering Unmasked Estep 
Score: -42885368.000000 Penalty: 6303.608398
	Iteration 9Q: 3 clusters Score -4.288537e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242690 members 
Mstep: Class 2 contains 87984 members 
Entering Unmasked Estep 
Score: -42885900.000000 Penalty: 6303.608398
	Iteration 10Q: 3 clusters Score -4.28859e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239640 members 
Mstep: Class 2 contains 91034 members 
Entering Unmasked Estep 
Score: -42885692.000000 Penalty: 6303.608398
	Iteration 11Q: 3 clusters Score -4.288569e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236414 members 
Mstep: Class 2 contains 94260 members 
Entering Unmasked Estep 
Score: -42885656.000000 Penalty: 6303.608398
	Iteration 12Q: 3 clusters Score -4.288566e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232912 members 
Mstep: Class 2 contains 97762 members 
Entering Unmasked Estep 
Score: -42885808.000000 Penalty: 6303.608398
	Iteration 13Q: 3 clusters Score -4.288581e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229147 members 
Mstep: Class 2 contains 101527 members 
Entering Unmasked Estep 
Score: -42885892.000000 Penalty: 6303.608398
	Iteration 14Q: 3 clusters Score -4.288589e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225097 members 
Mstep: Class 2 contains 105577 members 
Entering Unmasked Estep 
Score: -42885876.000000 Penalty: 6303.608398
	Iteration 15Q: 3 clusters Score -4.288588e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220656 members 
Mstep: Class 2 contains 110018 members 
Entering Unmasked Estep 
Score: -42885872.000000 Penalty: 6303.608398
	Iteration 16Q: 3 clusters Score -4.288587e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215996 members 
Mstep: Class 2 contains 114678 members 
Entering Unmasked Estep 
Score: -42886096.000000 Penalty: 6303.608398
	Iteration 17Q: 3 clusters Score -4.28861e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211223 members 
Mstep: Class 2 contains 119451 members 
Entering Unmasked Estep 
Score: -42886352.000000 Penalty: 6303.608398
	Iteration 18Q: 3 clusters Score -4.288635e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206362 members 
Mstep: Class 2 contains 124312 members 
Entering Unmasked Estep 
Score: -42886656.000000 Penalty: 6303.608398
	Iteration 19Q: 3 clusters Score -4.288666e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201512 members 
Mstep: Class 2 contains 129162 members 
Entering Unmasked Estep 
Score: -42886916.000000 Penalty: 6303.608398
	Iteration 20F: 3 clusters Score -4.288692e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196727 members 
Mstep: Class 2 contains 133947 members 
Entering Unmasked Estep 
Score: -42887104.000000 Penalty: 6303.608398
	Iteration 21Q: 3 clusters Score -4.28871e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191862 members 
Mstep: Class 2 contains 138812 members 
Entering Unmasked Estep 
Score: -42887600.000000 Penalty: 6303.608398
	Iteration 22Q: 3 clusters Score -4.28876e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187039 members 
Mstep: Class 2 contains 143635 members 
Entering Unmasked Estep 
Score: -42888016.000000 Penalty: 6303.608398
	Iteration 23Q: 3 clusters Score -4.288802e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182001 members 
Mstep: Class 2 contains 148673 members 
Entering Unmasked Estep 
Score: -42888716.000000 Penalty: 6303.608398
	Iteration 24Q: 3 clusters Score -4.288872e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176846 members 
Mstep: Class 2 contains 153828 members 
Entering Unmasked Estep 
Score: -42889100.000000 Penalty: 6303.608398
	Iteration 25Q: 3 clusters Score -4.28891e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171018 members 
Mstep: Class 2 contains 159656 members 
Entering Unmasked Estep 
Score: -42889292.000000 Penalty: 6303.608398
	Iteration 26Q: 3 clusters Score -4.288929e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164385 members 
Mstep: Class 2 contains 166289 members 
Entering Unmasked Estep 
Score: -42889648.000000 Penalty: 6303.608398
	Iteration 27Q: 3 clusters Score -4.288965e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157342 members 
Mstep: Class 2 contains 173332 members 
Entering Unmasked Estep 
Score: -42889776.000000 Penalty: 6303.608398
	Iteration 28Q: 3 clusters Score -4.288978e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150094 members 
Mstep: Class 2 contains 180580 members 
Entering Unmasked Estep 
Score: -42889964.000000 Penalty: 6303.608398
	Iteration 29Q: 3 clusters Score -4.288996e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142682 members 
Mstep: Class 2 contains 187992 members 
Entering Unmasked Estep 
Score: -42890112.000000 Penalty: 6303.608398
	Iteration 30Q: 3 clusters Score -4.289011e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134497 members 
Mstep: Class 2 contains 196177 members 
Entering Unmasked Estep 
Score: -42890436.000000 Penalty: 6303.608398
	Iteration 31Q: 3 clusters Score -4.289044e+07 nChanged 9638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124875 members 
Mstep: Class 2 contains 205799 members 
Entering Unmasked Estep 
Score: -42891080.000000 Penalty: 6303.608398
	Iteration 32Q: 3 clusters Score -4.289108e+07 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113620 members 
Mstep: Class 2 contains 217054 members 
Entering Unmasked Estep 
Score: -42891848.000000 Penalty: 6303.608398
	Iteration 33Q: 3 clusters Score -4.289185e+07 nChanged 13496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100158 members 
Mstep: Class 2 contains 230516 members 
Entering Unmasked Estep 
Score: -42893272.000000 Penalty: 6303.608398
	Iteration 34Q: 3 clusters Score -4.289327e+07 nChanged 14698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85518 members 
Mstep: Class 2 contains 245156 members 
Entering Unmasked Estep 
Score: -42894640.000000 Penalty: 6303.608398
	Iteration 35Q: 3 clusters Score -4.289464e+07 nChanged 14597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 259669 members 
Entering Unmasked Estep 
Score: -42896068.000000 Penalty: 6303.608398
	Iteration 36Q: 3 clusters Score -4.289607e+07 nChanged 12500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 272107 members 
Entering Unmasked Estep 
Score: -42897484.000000 Penalty: 6303.608398
	Iteration 37Q: 3 clusters Score -4.289748e+07 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 281979 members 
Entering Unmasked Estep 
Score: -42898936.000000 Penalty: 6303.608398
	Iteration 38Q: 3 clusters Score -4.289894e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 289250 members 
Entering Unmasked Estep 
Score: -42901296.000000 Penalty: 6303.608398
	Iteration 39Q: 3 clusters Score -4.29013e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 294281 members 
Entering Unmasked Estep 
Score: -42910936.000000 Penalty: 6303.608398
	Iteration 40F: 3 clusters Score -4.291094e+07 nChanged 14515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 308796 members 
Entering Unmasked Estep 
Score: -42919100.000000 Penalty: 6303.608398
	Iteration 41Q: 3 clusters Score -4.29191e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 315753 members 
Entering Unmasked Estep 
Score: -42917296.000000 Penalty: 6303.608398
	Iteration 42Q: 3 clusters Score -4.29173e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 320100 members 
Entering Unmasked Estep 
Score: -42914324.000000 Penalty: 6303.608398
	Iteration 43Q: 3 clusters Score -4.291432e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 322963 members 
Entering Unmasked Estep 
Score: -42912632.000000 Penalty: 6303.608398
	Iteration 44Q: 3 clusters Score -4.291263e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 324923 members 
Entering Unmasked Estep 
Score: -42911508.000000 Penalty: 6303.608398
	Iteration 45Q: 3 clusters Score -4.291151e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 326356 members 
Entering Unmasked Estep 
Score: -42910624.000000 Penalty: 6303.608398
	Iteration 46Q: 3 clusters Score -4.291062e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 327323 members 
Entering Unmasked Estep 
Score: -42910024.000000 Penalty: 6303.608398
	Iteration 47Q: 3 clusters Score -4.291002e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 328031 members 
Entering Unmasked Estep 
Score: -42909668.000000 Penalty: 6303.608398
	Iteration 48Q: 3 clusters Score -4.290967e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 328522 members 
Entering Unmasked Estep 
Score: -42909388.000000 Penalty: 6303.608398
	Iteration 49Q: 3 clusters Score -4.290939e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 328885 members 
Entering Unmasked Estep 
Score: -42909184.000000 Penalty: 6303.608398
	Iteration 50Q: 3 clusters Score -4.290918e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 329136 members 
Entering Unmasked Estep 
Score: -42909152.000000 Penalty: 6303.608398
	Iteration 51Q: 3 clusters Score -4.290915e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 329327 members 
Entering Unmasked Estep 
Score: -42909036.000000 Penalty: 6303.608398
	Iteration 52Q: 3 clusters Score -4.290904e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 329456 members 
Entering Unmasked Estep 
Score: -42908980.000000 Penalty: 6303.608398
	Iteration 53Q: 3 clusters Score -4.290898e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 329559 members 
Entering Unmasked Estep 
Score: -42908940.000000 Penalty: 6303.608398
	Iteration 54Q: 3 clusters Score -4.290894e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 329616 members 
Entering Unmasked Estep 
Score: -42908872.000000 Penalty: 6303.608398
	Iteration 55Q: 3 clusters Score -4.290887e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 329671 members 
Entering Unmasked Estep 
Score: -42908832.000000 Penalty: 6303.608398
	Iteration 56Q: 3 clusters Score -4.290883e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 329709 members 
Entering Unmasked Estep 
Score: -42908760.000000 Penalty: 6303.608398
	Iteration 57Q: 3 clusters Score -4.290876e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 329738 members 
Entering Unmasked Estep 
Score: -42908792.000000 Penalty: 6303.608398
	Iteration 58Q: 3 clusters Score -4.290879e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 329758 members 
Entering Unmasked Estep 
Score: -42908776.000000 Penalty: 6303.608398
	Iteration 59Q: 3 clusters Score -4.290878e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 329774 members 
Entering Unmasked Estep 
Score: -42908752.000000 Penalty: 6303.608398
	Iteration 60F: 3 clusters Score -4.290875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 329793 members 
Entering Unmasked Estep 
Score: -42908748.000000 Penalty: 6303.608398
	Iteration 61Q: 3 clusters Score -4.290875e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 329809 members 
Entering Unmasked Estep 
Score: -42908816.000000 Penalty: 6303.608398
	Iteration 62Q: 3 clusters Score -4.290882e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 329820 members 
Entering Unmasked Estep 
Score: -42908804.000000 Penalty: 6303.608398
	Iteration 63Q: 3 clusters Score -4.29088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 329833 members 
Entering Unmasked Estep 
Score: -42908792.000000 Penalty: 6303.608398
	Iteration 64Q: 3 clusters Score -4.290879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 329841 members 
Entering Unmasked Estep 
Score: -42908804.000000 Penalty: 6303.608398
	Iteration 65Q: 3 clusters Score -4.29088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 329844 members 
Entering Unmasked Estep 
Score: -42908780.000000 Penalty: 6303.608398
	Iteration 66Q: 3 clusters Score -4.290878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 329847 members 
Entering Unmasked Estep 
Score: -42908776.000000 Penalty: 6303.608398
	Iteration 67Q: 3 clusters Score -4.290878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 329848 members 
Entering Unmasked Estep 
Score: -42908776.000000 Penalty: 6303.608398
	Iteration 68Q: 3 clusters Score -4.290878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 329846 members 
Entering Unmasked Estep 
Score: -42908800.000000 Penalty: 6303.608398
	Iteration 69Q: 3 clusters Score -4.29088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 329847 members 
Entering Unmasked Estep 
Score: -42908780.000000 Penalty: 6303.608398
	Iteration 70Q: 3 clusters Score -4.290878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 329848 members 
Entering Unmasked Estep 
Score: -42908792.000000 Penalty: 6303.608398
	Iteration 71Q: 3 clusters Score -4.290879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 329849 members 
Entering Unmasked Estep 
Score: -42908816.000000 Penalty: 6303.608398
	Iteration 72Q: 3 clusters Score -4.290882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 329851 members 
Entering Unmasked Estep 
Score: -42908800.000000 Penalty: 6303.608398
	Iteration 73Q: 3 clusters Score -4.29088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 329853 members 
Entering Unmasked Estep 
Score: -42908780.000000 Penalty: 6303.608398
	Iteration 74Q: 3 clusters Score -4.290878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 329860 members 
Entering Unmasked Estep 
Score: -42908808.000000 Penalty: 6303.608398
	Iteration 75Q: 3 clusters Score -4.290881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 329861 members 
Entering Unmasked Estep 
Score: -42908804.000000 Penalty: 6303.608398
	Iteration 76Q: 3 clusters Score -4.29088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 329867 members 
Entering Unmasked Estep 
Score: -42908764.000000 Penalty: 6303.608398
	Iteration 77Q: 3 clusters Score -4.290876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 329870 members 
Entering Unmasked Estep 
Score: -42908776.000000 Penalty: 6303.608398
	Iteration 78Q: 3 clusters Score -4.290878e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 329875 members 
Entering Unmasked Estep 
Score: -42908784.000000 Penalty: 6303.608398
	Iteration 79Q: 3 clusters Score -4.290878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 329881 members 
Entering Unmasked Estep 
Score: -42908768.000000 Penalty: 6303.608398
	Iteration 80F: 3 clusters Score -4.290877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 329886 members 
Entering Unmasked Estep 
Score: -42908760.000000 Penalty: 6303.608398
	Iteration 81Q: 3 clusters Score -4.290876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 329894 members 
Entering Unmasked Estep 
Score: -42908776.000000 Penalty: 6303.608398
	Iteration 82Q: 3 clusters Score -4.290878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 329897 members 
Entering Unmasked Estep 
Score: -42908768.000000 Penalty: 6303.608398
	Iteration 83Q: 3 clusters Score -4.290877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 329898 members 
Entering Unmasked Estep 
Score: -42908776.000000 Penalty: 6303.608398
	Iteration 84Q: 3 clusters Score -4.290878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 329898 members 
Entering Unmasked Estep 
Score: -42908776.000000 Penalty: 6303.608398
	Iteration 85F: 3 clusters Score -4.290878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -297259.937500 Penalty: 1925.123779
	Iteration 0F: 2 clusters Score -297259.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -294451.281250 Penalty: 3850.247559
	Iteration 0F: 3 clusters Score -294451.3 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -294926.343750 Penalty: 3850.247559
	Iteration 1F: 3 clusters Score -294926.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -295052.906250 Penalty: 3850.247559
	Iteration 2F: 3 clusters Score -295052.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -295127.187500 Penalty: 3850.247559
	Iteration 3Q: 3 clusters Score -295127.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -295174.531250 Penalty: 3850.247559
	Iteration 4Q: 3 clusters Score -295174.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -295212.000000 Penalty: 3850.247559
	Iteration 5Q: 3 clusters Score -295212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -295234.781250 Penalty: 3850.247559
	Iteration 6Q: 3 clusters Score -295234.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -295263.437500 Penalty: 3850.247559
	Iteration 7Q: 3 clusters Score -295263.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -295282.343750 Penalty: 3850.247559
	Iteration 8Q: 3 clusters Score -295282.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -295294.093750 Penalty: 3850.247559
	Iteration 9Q: 3 clusters Score -295294.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -295305.500000 Penalty: 3850.247559
	Iteration 10Q: 3 clusters Score -295305.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -295316.000000 Penalty: 3850.247559
	Iteration 11Q: 3 clusters Score -295316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -295328.375000 Penalty: 3850.247559
	Iteration 12Q: 3 clusters Score -295328.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -295336.187500 Penalty: 3850.247559
	Iteration 13Q: 3 clusters Score -295336.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -295348.437500 Penalty: 3850.247559
	Iteration 14Q: 3 clusters Score -295348.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -295353.687500 Penalty: 3850.247559
	Iteration 15Q: 3 clusters Score -295353.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -295361.062500 Penalty: 3850.247559
	Iteration 16Q: 3 clusters Score -295361.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -295367.781250 Penalty: 3850.247559
	Iteration 17Q: 3 clusters Score -295367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -295371.156250 Penalty: 3850.247559
	Iteration 18Q: 3 clusters Score -295371.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -295371.687500 Penalty: 3850.247559
	Iteration 19Q: 3 clusters Score -295371.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -295372.875000 Penalty: 3850.247559
	Iteration 20F: 3 clusters Score -295372.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -295374.156250 Penalty: 3850.247559
	Iteration 21Q: 3 clusters Score -295374.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -295374.250000 Penalty: 3850.247559
	Iteration 22Q: 3 clusters Score -295374.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -295376.593750 Penalty: 3850.247559
	Iteration 23Q: 3 clusters Score -295376.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -295382.718750 Penalty: 3850.247559
	Iteration 24Q: 3 clusters Score -295382.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -295389.343750 Penalty: 3850.247559
	Iteration 25Q: 3 clusters Score -295389.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -295394.937500 Penalty: 3850.247559
	Iteration 26Q: 3 clusters Score -295394.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -295399.500000 Penalty: 3850.247559
	Iteration 27Q: 3 clusters Score -295399.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -295402.968750 Penalty: 3850.247559
	Iteration 28Q: 3 clusters Score -295403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -295407.906250 Penalty: 3850.247559
	Iteration 29Q: 3 clusters Score -295407.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -295415.781250 Penalty: 3850.247559
	Iteration 30Q: 3 clusters Score -295415.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -295421.562500 Penalty: 3850.247559
	Iteration 31Q: 3 clusters Score -295421.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -295425.937500 Penalty: 3850.247559
	Iteration 32Q: 3 clusters Score -295425.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -295428.312500 Penalty: 3850.247559
	Iteration 33Q: 3 clusters Score -295428.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -295432.625000 Penalty: 3850.247559
	Iteration 34Q: 3 clusters Score -295432.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -295438.750000 Penalty: 3850.247559
	Iteration 35Q: 3 clusters Score -295438.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -295441.812500 Penalty: 3850.247559
	Iteration 36Q: 3 clusters Score -295441.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -295443.125000 Penalty: 3850.247559
	Iteration 37Q: 3 clusters Score -295443.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -295446.312500 Penalty: 3850.247559
	Iteration 38Q: 3 clusters Score -295446.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -295450.125000 Penalty: 3850.247559
	Iteration 39Q: 3 clusters Score -295450.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -295451.250000 Penalty: 3850.247559
	Iteration 40F: 3 clusters Score -295451.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -295452.031250 Penalty: 3850.247559
	Iteration 41Q: 3 clusters Score -295452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -295453.718750 Penalty: 3850.247559
	Iteration 42Q: 3 clusters Score -295453.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -295454.937500 Penalty: 3850.247559
	Iteration 43Q: 3 clusters Score -295454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -295456.281250 Penalty: 3850.247559
	Iteration 44Q: 3 clusters Score -295456.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -295456.500000 Penalty: 3850.247559
	Iteration 45Q: 3 clusters Score -295456.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -295458.187500 Penalty: 3850.247559
	Iteration 46Q: 3 clusters Score -295458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -295459.125000 Penalty: 3850.247559
	Iteration 47Q: 3 clusters Score -295459.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -295460.781250 Penalty: 3850.247559
	Iteration 48Q: 3 clusters Score -295460.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -295461.156250 Penalty: 3850.247559
	Iteration 49Q: 3 clusters Score -295461.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -295461.156250 Penalty: 3850.247559
	Iteration 50F: 3 clusters Score -295461.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Entering Unmasked Estep 
Score: -1767923.625000 Penalty: 2355.670898
	Iteration 0F: 2 clusters Score -1767924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1758099.375000 Penalty: 4711.341797
	Iteration 0F: 3 clusters Score -1758099 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1761145.750000 Penalty: 4711.341797
	Iteration 1F: 3 clusters Score -1761146 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1761468.250000 Penalty: 4711.341797
	Iteration 2F: 3 clusters Score -1761468 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1761711.000000 Penalty: 4711.341797
	Iteration 3Q: 3 clusters Score -1761711 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1761887.875000 Penalty: 4711.341797
	Iteration 4Q: 3 clusters Score -1761888 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1762074.875000 Penalty: 4711.341797
	Iteration 5Q: 3 clusters Score -1762075 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1762231.375000 Penalty: 4711.341797
	Iteration 6Q: 3 clusters Score -1762231 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1762370.250000 Penalty: 4711.341797
	Iteration 7Q: 3 clusters Score -1762370 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1762531.250000 Penalty: 4711.341797
	Iteration 8Q: 3 clusters Score -1762531 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1762709.750000 Penalty: 4711.341797
	Iteration 9Q: 3 clusters Score -1762710 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1762901.250000 Penalty: 4711.341797
	Iteration 10Q: 3 clusters Score -1762901 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1763125.750000 Penalty: 4711.341797
	Iteration 11Q: 3 clusters Score -1763126 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1763374.500000 Penalty: 4711.341797
	Iteration 12Q: 3 clusters Score -1763374 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1763680.250000 Penalty: 4711.341797
	Iteration 13Q: 3 clusters Score -1763680 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1764007.250000 Penalty: 4711.341797
	Iteration 14Q: 3 clusters Score -1764007 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1764324.250000 Penalty: 4711.341797
	Iteration 15Q: 3 clusters Score -1764324 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1764668.000000 Penalty: 4711.341797
	Iteration 16Q: 3 clusters Score -1764668 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1764928.625000 Penalty: 4711.341797
	Iteration 17Q: 3 clusters Score -1764929 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1765123.125000 Penalty: 4711.341797
	Iteration 18Q: 3 clusters Score -1765123 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1765256.750000 Penalty: 4711.341797
	Iteration 19Q: 3 clusters Score -1765257 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1765371.000000 Penalty: 4711.341797
	Iteration 20F: 3 clusters Score -1765371 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1765438.250000 Penalty: 4711.341797
	Iteration 21Q: 3 clusters Score -1765438 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1765519.125000 Penalty: 4711.341797
	Iteration 22Q: 3 clusters Score -1765519 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1765564.875000 Penalty: 4711.341797
	Iteration 23Q: 3 clusters Score -1765565 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1765611.625000 Penalty: 4711.341797
	Iteration 24Q: 3 clusters Score -1765612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1765647.000000 Penalty: 4711.341797
	Iteration 25Q: 3 clusters Score -1765647 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1765675.500000 Penalty: 4711.341797
	Iteration 26Q: 3 clusters Score -1765676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1765696.500000 Penalty: 4711.341797
	Iteration 27Q: 3 clusters Score -1765696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1765714.500000 Penalty: 4711.341797
	Iteration 28Q: 3 clusters Score -1765714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1765737.750000 Penalty: 4711.341797
	Iteration 29Q: 3 clusters Score -1765738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1765769.875000 Penalty: 4711.341797
	Iteration 30Q: 3 clusters Score -1765770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1765797.250000 Penalty: 4711.341797
	Iteration 31Q: 3 clusters Score -1765797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1765809.500000 Penalty: 4711.341797
	Iteration 32Q: 3 clusters Score -1765810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1765826.125000 Penalty: 4711.341797
	Iteration 33Q: 3 clusters Score -1765826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1765838.250000 Penalty: 4711.341797
	Iteration 34Q: 3 clusters Score -1765838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1765847.375000 Penalty: 4711.341797
	Iteration 35Q: 3 clusters Score -1765847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1765852.000000 Penalty: 4711.341797
	Iteration 36Q: 3 clusters Score -1765852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1765855.875000 Penalty: 4711.341797
	Iteration 37Q: 3 clusters Score -1765856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1765862.125000 Penalty: 4711.341797
	Iteration 38Q: 3 clusters Score -1765862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1765866.375000 Penalty: 4711.341797
	Iteration 39Q: 3 clusters Score -1765866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1765877.375000 Penalty: 4711.341797
	Iteration 40F: 3 clusters Score -1765877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1765880.750000 Penalty: 4711.341797
	Iteration 41Q: 3 clusters Score -1765881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1765881.375000 Penalty: 4711.341797
	Iteration 42Q: 3 clusters Score -1765881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1765884.750000 Penalty: 4711.341797
	Iteration 43Q: 3 clusters Score -1765885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1765886.625000 Penalty: 4711.341797
	Iteration 44Q: 3 clusters Score -1765887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1765890.250000 Penalty: 4711.341797
	Iteration 45Q: 3 clusters Score -1765890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1765900.125000 Penalty: 4711.341797
	Iteration 46Q: 3 clusters Score -1765900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1765901.500000 Penalty: 4711.341797
	Iteration 47Q: 3 clusters Score -1765902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1765904.000000 Penalty: 4711.341797
	Iteration 48Q: 3 clusters Score -1765904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1765905.125000 Penalty: 4711.341797
	Iteration 49Q: 3 clusters Score -1765905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1765907.000000 Penalty: 4711.341797
	Iteration 50Q: 3 clusters Score -1765907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1765909.000000 Penalty: 4711.341797
	Iteration 51Q: 3 clusters Score -1765909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1765911.125000 Penalty: 4711.341797
	Iteration 52Q: 3 clusters Score -1765911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1765913.750000 Penalty: 4711.341797
	Iteration 53Q: 3 clusters Score -1765914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1765920.000000 Penalty: 4711.341797
	Iteration 54Q: 3 clusters Score -1765920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1765921.125000 Penalty: 4711.341797
	Iteration 55Q: 3 clusters Score -1765921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1765923.125000 Penalty: 4711.341797
	Iteration 56Q: 3 clusters Score -1765923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1765925.250000 Penalty: 4711.341797
	Iteration 57Q: 3 clusters Score -1765925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1765927.000000 Penalty: 4711.341797
	Iteration 58Q: 3 clusters Score -1765927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1765928.625000 Penalty: 4711.341797
	Iteration 59Q: 3 clusters Score -1765929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1765929.625000 Penalty: 4711.341797
	Iteration 60F: 3 clusters Score -1765930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1765929.625000 Penalty: 4711.341797
	Iteration 61Q: 3 clusters Score -1765930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1765929.625000 Penalty: 4711.341797
	Iteration 62F: 3 clusters Score -1765930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -287482.250000 Penalty: 1917.518799
	Iteration 0F: 2 clusters Score -287482.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -284652.031250 Penalty: 3835.037598
	Iteration 0F: 3 clusters Score -284652 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -285211.312500 Penalty: 3835.037598
	Iteration 1F: 3 clusters Score -285211.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -285389.906250 Penalty: 3835.037598
	Iteration 2F: 3 clusters Score -285389.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -285512.468750 Penalty: 3835.037598
	Iteration 3F: 3 clusters Score -285512.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -285618.968750 Penalty: 3835.037598
	Iteration 4Q: 3 clusters Score -285619 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -285706.468750 Penalty: 3835.037598
	Iteration 5Q: 3 clusters Score -285706.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -285760.687500 Penalty: 3835.037598
	Iteration 6Q: 3 clusters Score -285760.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -285808.343750 Penalty: 3835.037598
	Iteration 7Q: 3 clusters Score -285808.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -285850.343750 Penalty: 3835.037598
	Iteration 8Q: 3 clusters Score -285850.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -285883.625000 Penalty: 3835.037598
	Iteration 9Q: 3 clusters Score -285883.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -285907.000000 Penalty: 3835.037598
	Iteration 10Q: 3 clusters Score -285907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -285926.312500 Penalty: 3835.037598
	Iteration 11Q: 3 clusters Score -285926.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -285945.437500 Penalty: 3835.037598
	Iteration 12Q: 3 clusters Score -285945.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -285961.781250 Penalty: 3835.037598
	Iteration 13Q: 3 clusters Score -285961.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -285974.250000 Penalty: 3835.037598
	Iteration 14Q: 3 clusters Score -285974.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -285987.000000 Penalty: 3835.037598
	Iteration 15Q: 3 clusters Score -285987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -285995.968750 Penalty: 3835.037598
	Iteration 16Q: 3 clusters Score -285996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -286001.531250 Penalty: 3835.037598
	Iteration 17Q: 3 clusters Score -286001.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -286009.343750 Penalty: 3835.037598
	Iteration 18Q: 3 clusters Score -286009.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -286020.687500 Penalty: 3835.037598
	Iteration 19Q: 3 clusters Score -286020.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -286027.593750 Penalty: 3835.037598
	Iteration 20F: 3 clusters Score -286027.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -286036.375000 Penalty: 3835.037598
	Iteration 21Q: 3 clusters Score -286036.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -286044.187500 Penalty: 3835.037598
	Iteration 22Q: 3 clusters Score -286044.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -286050.437500 Penalty: 3835.037598
	Iteration 23Q: 3 clusters Score -286050.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -286058.406250 Penalty: 3835.037598
	Iteration 24Q: 3 clusters Score -286058.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -286068.500000 Penalty: 3835.037598
	Iteration 25Q: 3 clusters Score -286068.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -286079.062500 Penalty: 3835.037598
	Iteration 26Q: 3 clusters Score -286079.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -286081.906250 Penalty: 3835.037598
	Iteration 27Q: 3 clusters Score -286081.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -286083.500000 Penalty: 3835.037598
	Iteration 28Q: 3 clusters Score -286083.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -286086.656250 Penalty: 3835.037598
	Iteration 29Q: 3 clusters Score -286086.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -286087.531250 Penalty: 3835.037598
	Iteration 30Q: 3 clusters Score -286087.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -286087.531250 Penalty: 3835.037598
	Iteration 31F: 3 clusters Score -286087.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 43512 members 
Mstep: Class 3 contains 24853 members 
Mstep: Class 4 contains 21522 members 
Mstep: Class 5 contains 12118 members 
Mstep: Class 6 contains 63937 members 
Mstep: Class 7 contains 687 members 
Mstep: Class 8 contains 360 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33179 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7449 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6683 members 
Mstep: Class 17 contains 1542 members 
Mstep: Class 18 contains 12353 members 
Mstep: Class 19 contains 14344 members 
Mstep: Class 20 contains 1440 members 
Mstep: Class 21 contains 60461 members 
Mstep: Class 22 contains 39154 members 
Mstep: Class 23 contains 330674 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13342 members 
Mstep: Class 26 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804712.000000 Penalty: 90278.039062
Iteration 119Q: 28 clusters Score -9.080471e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 43508 members 
Mstep: Class 3 contains 24851 members 
Mstep: Class 4 contains 21523 members 
Mstep: Class 5 contains 12097 members 
Mstep: Class 6 contains 63915 members 
Mstep: Class 7 contains 706 members 
Mstep: Class 8 contains 341 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33178 members 
Mstep: Class 11 contains 7973 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7460 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 1543 members 
Mstep: Class 18 contains 12354 members 
Mstep: Class 19 contains 14345 members 
Mstep: Class 20 contains 1440 members 
Mstep: Class 21 contains 60452 members 
Mstep: Class 22 contains 39154 members 
Mstep: Class 23 contains 330682 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13380 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804776.000000 Penalty: 90278.039062
Iteration 120F: 28 clusters Score -9.080478e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 43506 members 
Mstep: Class 3 contains 24848 members 
Mstep: Class 4 contains 21525 members 
Mstep: Class 5 contains 12091 members 
Mstep: Class 6 contains 63894 members 
Mstep: Class 7 contains 722 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33174 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7466 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 1543 members 
Mstep: Class 18 contains 12353 members 
Mstep: Class 19 contains 14345 members 
Mstep: Class 20 contains 1441 members 
Mstep: Class 21 contains 60448 members 
Mstep: Class 22 contains 39155 members 
Mstep: Class 23 contains 330697 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13400 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804792.000000 Penalty: 90278.039062
Iteration 121Q: 28 clusters Score -9.080479e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 43503 members 
Mstep: Class 3 contains 24847 members 
Mstep: Class 4 contains 21526 members 
Mstep: Class 5 contains 12085 members 
Mstep: Class 6 contains 63881 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 310 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33178 members 
Mstep: Class 11 contains 7962 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7472 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 1543 members 
Mstep: Class 18 contains 12352 members 
Mstep: Class 19 contains 14348 members 
Mstep: Class 20 contains 1440 members 
Mstep: Class 21 contains 60442 members 
Mstep: Class 22 contains 39156 members 
Mstep: Class 23 contains 330696 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13421 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804976.000000 Penalty: 90278.039062
Iteration 122Q: 28 clusters Score -9.080498e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 43497 members 
Mstep: Class 3 contains 24846 members 
Mstep: Class 4 contains 21527 members 
Mstep: Class 5 contains 12078 members 
Mstep: Class 6 contains 63870 members 
Mstep: Class 7 contains 746 members 
Mstep: Class 8 contains 301 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33182 members 
Mstep: Class 11 contains 7954 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7478 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 1543 members 
Mstep: Class 18 contains 12352 members 
Mstep: Class 19 contains 14348 members 
Mstep: Class 20 contains 1440 members 
Mstep: Class 21 contains 60437 members 
Mstep: Class 22 contains 39158 members 
Mstep: Class 23 contains 330704 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13438 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90805008.000000 Penalty: 90278.039062
Iteration 123Q: 28 clusters Score -9.080501e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 43494 members 
Mstep: Class 3 contains 24849 members 
Mstep: Class 4 contains 21524 members 
Mstep: Class 5 contains 12070 members 
Mstep: Class 6 contains 63864 members 
Mstep: Class 7 contains 749 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33182 members 
Mstep: Class 11 contains 7951 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7483 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 1543 members 
Mstep: Class 18 contains 12351 members 
Mstep: Class 19 contains 14348 members 
Mstep: Class 20 contains 1440 members 
Mstep: Class 21 contains 60432 members 
Mstep: Class 22 contains 39157 members 
Mstep: Class 23 contains 330701 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13464 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804976.000000 Penalty: 90278.039062
Iteration 124Q: 28 clusters Score -9.080498e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 43492 members 
Mstep: Class 3 contains 24851 members 
Mstep: Class 4 contains 21523 members 
Mstep: Class 5 contains 12068 members 
Mstep: Class 6 contains 63857 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33187 members 
Mstep: Class 11 contains 7945 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7482 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 1543 members 
Mstep: Class 18 contains 12350 members 
Mstep: Class 19 contains 14348 members 
Mstep: Class 20 contains 1439 members 
Mstep: Class 21 contains 60429 members 
Mstep: Class 22 contains 39160 members 
Mstep: Class 23 contains 330708 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13474 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804976.000000 Penalty: 90278.039062
Iteration 125Q: 28 clusters Score -9.080498e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 43491 members 
Mstep: Class 3 contains 24851 members 
Mstep: Class 4 contains 21524 members 
Mstep: Class 5 contains 12066 members 
Mstep: Class 6 contains 63848 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33191 members 
Mstep: Class 11 contains 7943 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7485 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12349 members 
Mstep: Class 19 contains 14348 members 
Mstep: Class 20 contains 1437 members 
Mstep: Class 21 contains 60428 members 
Mstep: Class 22 contains 39159 members 
Mstep: Class 23 contains 330712 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13483 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804976.000000 Penalty: 90278.039062
Iteration 126Q: 28 clusters Score -9.080498e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 43491 members 
Mstep: Class 3 contains 24851 members 
Mstep: Class 4 contains 21525 members 
Mstep: Class 5 contains 12064 members 
Mstep: Class 6 contains 63839 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33193 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7490 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14349 members 
Mstep: Class 20 contains 1438 members 
Mstep: Class 21 contains 60424 members 
Mstep: Class 22 contains 39158 members 
Mstep: Class 23 contains 330720 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13489 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90805008.000000 Penalty: 90278.039062
Iteration 127Q: 28 clusters Score -9.080501e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 43489 members 
Mstep: Class 3 contains 24851 members 
Mstep: Class 4 contains 21525 members 
Mstep: Class 5 contains 12065 members 
Mstep: Class 6 contains 63830 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33192 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7495 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12346 members 
Mstep: Class 19 contains 14350 members 
Mstep: Class 20 contains 1437 members 
Mstep: Class 21 contains 60418 members 
Mstep: Class 22 contains 39159 members 
Mstep: Class 23 contains 330726 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13497 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804984.000000 Penalty: 90278.039062
Iteration 128Q: 28 clusters Score -9.080498e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 43489 members 
Mstep: Class 3 contains 24851 members 
Mstep: Class 4 contains 21523 members 
Mstep: Class 5 contains 12065 members 
Mstep: Class 6 contains 63817 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33195 members 
Mstep: Class 11 contains 7939 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7501 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12346 members 
Mstep: Class 19 contains 14351 members 
Mstep: Class 20 contains 1436 members 
Mstep: Class 21 contains 60417 members 
Mstep: Class 22 contains 39159 members 
Mstep: Class 23 contains 330731 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13502 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804880.000000 Penalty: 90278.039062
Iteration 129Q: 28 clusters Score -9.080488e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 43490 members 
Mstep: Class 3 contains 24851 members 
Mstep: Class 4 contains 21522 members 
Mstep: Class 5 contains 12063 members 
Mstep: Class 6 contains 63802 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33197 members 
Mstep: Class 11 contains 7940 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7509 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12346 members 
Mstep: Class 19 contains 14351 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 60415 members 
Mstep: Class 22 contains 39158 members 
Mstep: Class 23 contains 330740 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13502 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804904.000000 Penalty: 90278.039062
Iteration 130Q: 28 clusters Score -9.08049e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 43488 members 
Mstep: Class 3 contains 24849 members 
Mstep: Class 4 contains 21524 members 
Mstep: Class 5 contains 12059 members 
Mstep: Class 6 contains 63793 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33200 members 
Mstep: Class 11 contains 7938 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7511 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12345 members 
Mstep: Class 19 contains 14352 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 60411 members 
Mstep: Class 22 contains 39158 members 
Mstep: Class 23 contains 330749 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13508 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90805008.000000 Penalty: 90278.039062
Iteration 131Q: 28 clusters Score -9.080501e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 43488 members 
Mstep: Class 3 contains 24848 members 
Mstep: Class 4 contains 21525 members 
Mstep: Class 5 contains 12053 members 
Mstep: Class 6 contains 63781 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33202 members 
Mstep: Class 11 contains 7937 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12345 members 
Mstep: Class 19 contains 14353 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 60409 members 
Mstep: Class 22 contains 39160 members 
Mstep: Class 23 contains 330751 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13520 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804968.000000 Penalty: 90278.039062
Iteration 132Q: 28 clusters Score -9.080497e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 43489 members 
Mstep: Class 3 contains 24848 members 
Mstep: Class 4 contains 21522 members 
Mstep: Class 5 contains 12045 members 
Mstep: Class 6 contains 63776 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33199 members 
Mstep: Class 11 contains 7936 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12345 members 
Mstep: Class 19 contains 14354 members 
Mstep: Class 20 contains 1435 members 
Mstep: Class 21 contains 60407 members 
Mstep: Class 22 contains 39160 members 
Mstep: Class 23 contains 330755 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13534 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804912.000000 Penalty: 90278.039062
Iteration 133Q: 28 clusters Score -9.080491e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 43490 members 
Mstep: Class 3 contains 24847 members 
Mstep: Class 4 contains 21520 members 
Mstep: Class 5 contains 12038 members 
Mstep: Class 6 contains 63766 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33195 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12345 members 
Mstep: Class 19 contains 14354 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60407 members 
Mstep: Class 22 contains 39163 members 
Mstep: Class 23 contains 330760 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13547 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804920.000000 Penalty: 90278.039062
Iteration 134Q: 28 clusters Score -9.080492e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 43489 members 
Mstep: Class 3 contains 24847 members 
Mstep: Class 4 contains 21518 members 
Mstep: Class 5 contains 12036 members 
Mstep: Class 6 contains 63754 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33194 members 
Mstep: Class 11 contains 7934 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12345 members 
Mstep: Class 19 contains 14355 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60406 members 
Mstep: Class 22 contains 39163 members 
Mstep: Class 23 contains 330769 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13557 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804904.000000 Penalty: 90278.039062
Iteration 135Q: 28 clusters Score -9.08049e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 43487 members 
Mstep: Class 3 contains 24845 members 
Mstep: Class 4 contains 21518 members 
Mstep: Class 5 contains 12029 members 
Mstep: Class 6 contains 63749 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33193 members 
Mstep: Class 11 contains 7936 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12345 members 
Mstep: Class 19 contains 14354 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60404 members 
Mstep: Class 22 contains 39165 members 
Mstep: Class 23 contains 330771 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13569 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804824.000000 Penalty: 90278.039062
Iteration 136Q: 28 clusters Score -9.080482e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 43487 members 
Mstep: Class 3 contains 24844 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 12028 members 
Mstep: Class 6 contains 63743 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33193 members 
Mstep: Class 11 contains 7936 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12346 members 
Mstep: Class 19 contains 14350 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60402 members 
Mstep: Class 22 contains 39165 members 
Mstep: Class 23 contains 330775 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13579 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804816.000000 Penalty: 90278.039062
Iteration 137Q: 28 clusters Score -9.080482e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 43487 members 
Mstep: Class 3 contains 24840 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 12028 members 
Mstep: Class 6 contains 63737 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33192 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14350 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60401 members 
Mstep: Class 22 contains 39169 members 
Mstep: Class 23 contains 330775 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13587 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804816.000000 Penalty: 90278.039062
Iteration 138Q: 28 clusters Score -9.080482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 43485 members 
Mstep: Class 3 contains 24837 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 12027 members 
Mstep: Class 6 contains 63734 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33193 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14353 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60401 members 
Mstep: Class 22 contains 39170 members 
Mstep: Class 23 contains 330769 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13596 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804808.000000 Penalty: 90278.039062
Iteration 139Q: 28 clusters Score -9.080481e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43483 members 
Mstep: Class 3 contains 24835 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 12025 members 
Mstep: Class 6 contains 63732 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33193 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14356 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60401 members 
Mstep: Class 22 contains 39171 members 
Mstep: Class 23 contains 330766 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13601 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804776.000000 Penalty: 90278.039062
Iteration 140F: 28 clusters Score -9.080478e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43482 members 
Mstep: Class 3 contains 24831 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 12025 members 
Mstep: Class 6 contains 63733 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33194 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14357 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60401 members 
Mstep: Class 22 contains 39173 members 
Mstep: Class 23 contains 330763 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13604 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804848.000000 Penalty: 90278.039062
Iteration 141Q: 28 clusters Score -9.080485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43482 members 
Mstep: Class 3 contains 24829 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 12025 members 
Mstep: Class 6 contains 63730 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33194 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14357 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60401 members 
Mstep: Class 22 contains 39175 members 
Mstep: Class 23 contains 330762 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13608 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804856.000000 Penalty: 90278.039062
Iteration 142Q: 28 clusters Score -9.080486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43482 members 
Mstep: Class 3 contains 24828 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 12025 members 
Mstep: Class 6 contains 63730 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33194 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14357 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60400 members 
Mstep: Class 22 contains 39177 members 
Mstep: Class 23 contains 330759 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13611 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804808.000000 Penalty: 90278.039062
Iteration 143Q: 28 clusters Score -9.080481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43482 members 
Mstep: Class 3 contains 24828 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 12025 members 
Mstep: Class 6 contains 63728 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33195 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14357 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60399 members 
Mstep: Class 22 contains 39177 members 
Mstep: Class 23 contains 330758 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13614 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804808.000000 Penalty: 90278.039062
Iteration 144Q: 28 clusters Score -9.080481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43483 members 
Mstep: Class 3 contains 24828 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 12025 members 
Mstep: Class 6 contains 63727 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33195 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14357 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60399 members 
Mstep: Class 22 contains 39177 members 
Mstep: Class 23 contains 330757 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13615 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804832.000000 Penalty: 90278.039062
Iteration 145Q: 28 clusters Score -9.080483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43483 members 
Mstep: Class 3 contains 24828 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 12025 members 
Mstep: Class 6 contains 63729 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33195 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14357 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60399 members 
Mstep: Class 22 contains 39176 members 
Mstep: Class 23 contains 330754 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13617 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804800.000000 Penalty: 90278.039062
Iteration 146Q: 28 clusters Score -9.08048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43482 members 
Mstep: Class 3 contains 24828 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 12024 members 
Mstep: Class 6 contains 63729 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33195 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14357 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60399 members 
Mstep: Class 22 contains 39175 members 
Mstep: Class 23 contains 330750 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13625 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804824.000000 Penalty: 90278.039062
Iteration 147Q: 28 clusters Score -9.080482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43482 members 
Mstep: Class 3 contains 24828 members 
Mstep: Class 4 contains 21517 members 
Mstep: Class 5 contains 12023 members 
Mstep: Class 6 contains 63726 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33195 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14357 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60398 members 
Mstep: Class 22 contains 39175 members 
Mstep: Class 23 contains 330748 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13632 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804824.000000 Penalty: 90278.039062
Iteration 148Q: 28 clusters Score -9.080482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43482 members 
Mstep: Class 3 contains 24828 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 12023 members 
Mstep: Class 6 contains 63724 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33195 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14357 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60398 members 
Mstep: Class 22 contains 39175 members 
Mstep: Class 23 contains 330751 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13631 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804808.000000 Penalty: 90278.039062
Iteration 149Q: 28 clusters Score -9.080481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43481 members 
Mstep: Class 3 contains 24828 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 12022 members 
Mstep: Class 6 contains 63724 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33195 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14357 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60398 members 
Mstep: Class 22 contains 39175 members 
Mstep: Class 23 contains 330751 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13633 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804824.000000 Penalty: 90278.039062
Iteration 150Q: 28 clusters Score -9.080482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43481 members 
Mstep: Class 3 contains 24828 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 12021 members 
Mstep: Class 6 contains 63724 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33195 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14357 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60398 members 
Mstep: Class 22 contains 39175 members 
Mstep: Class 23 contains 330749 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13636 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804848.000000 Penalty: 90278.039062
Iteration 151Q: 28 clusters Score -9.080485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43481 members 
Mstep: Class 3 contains 24828 members 
Mstep: Class 4 contains 21516 members 
Mstep: Class 5 contains 12021 members 
Mstep: Class 6 contains 63724 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33195 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14357 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60398 members 
Mstep: Class 22 contains 39175 members 
Mstep: Class 23 contains 330748 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13637 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804872.000000 Penalty: 90278.039062
Iteration 152Q: 28 clusters Score -9.080487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43481 members 
Mstep: Class 3 contains 24828 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 12021 members 
Mstep: Class 6 contains 63724 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33195 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14357 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60398 members 
Mstep: Class 22 contains 39175 members 
Mstep: Class 23 contains 330748 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13638 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804864.000000 Penalty: 90278.039062
Iteration 153Q: 28 clusters Score -9.080486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43481 members 
Mstep: Class 3 contains 24828 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 12021 members 
Mstep: Class 6 contains 63724 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33195 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14357 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60398 members 
Mstep: Class 22 contains 39175 members 
Mstep: Class 23 contains 330748 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13638 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90804864.000000 Penalty: 90278.039062
Iteration 154F: 28 clusters Score -9.080486e+07 nChanged 0
Entering ConstructFrom: 
Score: -90804864.000000 Penalty: 90278.039062
Entering ConstructFrom: 
Trying to split cluster 1 (9067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Entering Unmasked Estep 
Score: -1102254.875000 Penalty: 2259.874512
	Iteration 0F: 2 clusters Score -1102255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1095130.125000 Penalty: 4519.749023
	Iteration 0F: 3 clusters Score -1095130 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1097046.125000 Penalty: 4519.749023
	Iteration 1F: 3 clusters Score -1097046 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1097301.000000 Penalty: 4519.749023
	Iteration 2F: 3 clusters Score -1097301 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1097482.125000 Penalty: 4519.749023
	Iteration 3Q: 3 clusters Score -1097482 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1097645.625000 Penalty: 4519.749023
	Iteration 4Q: 3 clusters Score -1097646 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1097780.250000 Penalty: 4519.749023
	Iteration 5Q: 3 clusters Score -1097780 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1097897.875000 Penalty: 4519.749023
	Iteration 6Q: 3 clusters Score -1097898 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1098002.750000 Penalty: 4519.749023
	Iteration 7Q: 3 clusters Score -1098003 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1098098.875000 Penalty: 4519.749023
	Iteration 8Q: 3 clusters Score -1098099 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1098205.500000 Penalty: 4519.749023
	Iteration 9Q: 3 clusters Score -1098206 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1098307.375000 Penalty: 4519.749023
	Iteration 10Q: 3 clusters Score -1098307 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1098427.000000 Penalty: 4519.749023
	Iteration 11Q: 3 clusters Score -1098427 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1098551.750000 Penalty: 4519.749023
	Iteration 12Q: 3 clusters Score -1098552 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1098692.750000 Penalty: 4519.749023
	Iteration 13Q: 3 clusters Score -1098693 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1098852.250000 Penalty: 4519.749023
	Iteration 14Q: 3 clusters Score -1098852 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1099033.250000 Penalty: 4519.749023
	Iteration 15Q: 3 clusters Score -1099033 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1099226.000000 Penalty: 4519.749023
	Iteration 16Q: 3 clusters Score -1099226 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1099460.125000 Penalty: 4519.749023
	Iteration 17Q: 3 clusters Score -1099460 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1099661.000000 Penalty: 4519.749023
	Iteration 18Q: 3 clusters Score -1099661 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1099815.250000 Penalty: 4519.749023
	Iteration 19Q: 3 clusters Score -1099815 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1099955.875000 Penalty: 4519.749023
	Iteration 20F: 3 clusters Score -1099956 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1100087.375000 Penalty: 4519.749023
	Iteration 21Q: 3 clusters Score -1100087 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1100192.875000 Penalty: 4519.749023
	Iteration 22Q: 3 clusters Score -1100193 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1100279.625000 Penalty: 4519.749023
	Iteration 23Q: 3 clusters Score -1100280 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1100363.125000 Penalty: 4519.749023
	Iteration 24Q: 3 clusters Score -1100363 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1100422.375000 Penalty: 4519.749023
	Iteration 25Q: 3 clusters Score -1100422 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1100460.750000 Penalty: 4519.749023
	Iteration 26Q: 3 clusters Score -1100461 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1100477.375000 Penalty: 4519.749023
	Iteration 27Q: 3 clusters Score -1100477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1100503.125000 Penalty: 4519.749023
	Iteration 28Q: 3 clusters Score -1100503 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1100532.875000 Penalty: 4519.749023
	Iteration 29Q: 3 clusters Score -1100533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1100541.875000 Penalty: 4519.749023
	Iteration 30Q: 3 clusters Score -1100542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1100550.750000 Penalty: 4519.749023
	Iteration 31Q: 3 clusters Score -1100551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1100558.875000 Penalty: 4519.749023
	Iteration 32Q: 3 clusters Score -1100559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1100567.375000 Penalty: 4519.749023
	Iteration 33Q: 3 clusters Score -1100567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1100575.750000 Penalty: 4519.749023
	Iteration 34Q: 3 clusters Score -1100576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1100578.625000 Penalty: 4519.749023
	Iteration 35Q: 3 clusters Score -1100579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1100582.375000 Penalty: 4519.749023
	Iteration 36Q: 3 clusters Score -1100582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1100587.625000 Penalty: 4519.749023
	Iteration 37Q: 3 clusters Score -1100588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1100594.500000 Penalty: 4519.749023
	Iteration 38Q: 3 clusters Score -1100594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1100596.125000 Penalty: 4519.749023
	Iteration 39Q: 3 clusters Score -1100596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1100599.125000 Penalty: 4519.749023
	Iteration 40F: 3 clusters Score -1100599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1100601.250000 Penalty: 4519.749023
	Iteration 41Q: 3 clusters Score -1100601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1100602.625000 Penalty: 4519.749023
	Iteration 42Q: 3 clusters Score -1100603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1100602.375000 Penalty: 4519.749023
	Iteration 43Q: 3 clusters Score -1100602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1100603.000000 Penalty: 4519.749023
	Iteration 44Q: 3 clusters Score -1100603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1100601.250000 Penalty: 4519.749023
	Iteration 45Q: 3 clusters Score -1100601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1100601.250000 Penalty: 4519.749023
	Iteration 46F: 3 clusters Score -1100601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Entering Unmasked Estep 
Score: -5652737.500000 Penalty: 2648.659668
	Iteration 0F: 2 clusters Score -5652738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -5623470.000000 Penalty: 5297.319336
	Iteration 0F: 3 clusters Score -5623470 nChanged 19909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -5634439.500000 Penalty: 5297.319336
	Iteration 1F: 3 clusters Score -5634440 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -5634864.500000 Penalty: 5297.319336
	Iteration 2Q: 3 clusters Score -5634864 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -5635334.500000 Penalty: 5297.319336
	Iteration 3Q: 3 clusters Score -5635334 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -5635889.500000 Penalty: 5297.319336
	Iteration 4Q: 3 clusters Score -5635890 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -5636652.500000 Penalty: 5297.319336
	Iteration 5Q: 3 clusters Score -5636652 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -5637717.000000 Penalty: 5297.319336
	Iteration 6Q: 3 clusters Score -5637717 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -5639406.500000 Penalty: 5297.319336
	Iteration 7F: 3 clusters Score -5639406 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -5641682.500000 Penalty: 5297.319336
	Iteration 8F: 3 clusters Score -5641682 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -5644212.500000 Penalty: 5297.319336
	Iteration 9F: 3 clusters Score -5644212 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -5646373.000000 Penalty: 5297.319336
	Iteration 10F: 3 clusters Score -5646373 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -5648070.000000 Penalty: 5297.319336
	Iteration 11Q: 3 clusters Score -5648070 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -5649077.000000 Penalty: 5297.319336
	Iteration 12Q: 3 clusters Score -5649077 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5649621.000000 Penalty: 5297.319336
	Iteration 13Q: 3 clusters Score -5649621 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5649927.500000 Penalty: 5297.319336
	Iteration 14Q: 3 clusters Score -5649928 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5650140.500000 Penalty: 5297.319336
	Iteration 15Q: 3 clusters Score -5650140 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5650256.500000 Penalty: 5297.319336
	Iteration 16Q: 3 clusters Score -5650256 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5650335.500000 Penalty: 5297.319336
	Iteration 17Q: 3 clusters Score -5650336 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5650380.000000 Penalty: 5297.319336
	Iteration 18Q: 3 clusters Score -5650380 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5650408.000000 Penalty: 5297.319336
	Iteration 19Q: 3 clusters Score -5650408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5650443.000000 Penalty: 5297.319336
	Iteration 20F: 3 clusters Score -5650443 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5650455.500000 Penalty: 5297.319336
	Iteration 21Q: 3 clusters Score -5650456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5650482.000000 Penalty: 5297.319336
	Iteration 22Q: 3 clusters Score -5650482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5650490.000000 Penalty: 5297.319336
	Iteration 23Q: 3 clusters Score -5650490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5650498.000000 Penalty: 5297.319336
	Iteration 24Q: 3 clusters Score -5650498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5650507.500000 Penalty: 5297.319336
	Iteration 25Q: 3 clusters Score -5650508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5650508.000000 Penalty: 5297.319336
	Iteration 26Q: 3 clusters Score -5650508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5650506.000000 Penalty: 5297.319336
	Iteration 27Q: 3 clusters Score -5650506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5650500.500000 Penalty: 5297.319336
	Iteration 28Q: 3 clusters Score -5650500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5650505.500000 Penalty: 5297.319336
	Iteration 29Q: 3 clusters Score -5650506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5650502.500000 Penalty: 5297.319336
	Iteration 30Q: 3 clusters Score -5650502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5650508.500000 Penalty: 5297.319336
	Iteration 31Q: 3 clusters Score -5650508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5650509.500000 Penalty: 5297.319336
	Iteration 32Q: 3 clusters Score -5650510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5650507.500000 Penalty: 5297.319336
	Iteration 33Q: 3 clusters Score -5650508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5650516.500000 Penalty: 5297.319336
	Iteration 34Q: 3 clusters Score -5650516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5650507.000000 Penalty: 5297.319336
	Iteration 35Q: 3 clusters Score -5650507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5650513.500000 Penalty: 5297.319336
	Iteration 36Q: 3 clusters Score -5650514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5650513.500000 Penalty: 5297.319336
	Iteration 37Q: 3 clusters Score -5650514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5650514.500000 Penalty: 5297.319336
	Iteration 38Q: 3 clusters Score -5650514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5650513.000000 Penalty: 5297.319336
	Iteration 39Q: 3 clusters Score -5650513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5650518.500000 Penalty: 5297.319336
	Iteration 40F: 3 clusters Score -5650518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5650515.500000 Penalty: 5297.319336
	Iteration 41Q: 3 clusters Score -5650516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5650515.500000 Penalty: 5297.319336
	Iteration 42F: 3 clusters Score -5650516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Entering Unmasked Estep 
Score: -2990511.750000 Penalty: 2509.692383
	Iteration 0F: 2 clusters Score -2990512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2973278.250000 Penalty: 5019.384766
	Iteration 0F: 3 clusters Score -2973278 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2979335.750000 Penalty: 5019.384766
	Iteration 1F: 3 clusters Score -2979336 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2979848.750000 Penalty: 5019.384766
	Iteration 2F: 3 clusters Score -2979849 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2980322.750000 Penalty: 5019.384766
	Iteration 3Q: 3 clusters Score -2980323 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2980797.750000 Penalty: 5019.384766
	Iteration 4Q: 3 clusters Score -2980798 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2981285.000000 Penalty: 5019.384766
	Iteration 5Q: 3 clusters Score -2981285 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2981886.750000 Penalty: 5019.384766
	Iteration 6Q: 3 clusters Score -2981887 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2982688.000000 Penalty: 5019.384766
	Iteration 7Q: 3 clusters Score -2982688 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2983634.500000 Penalty: 5019.384766
	Iteration 8F: 3 clusters Score -2983634 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2984597.250000 Penalty: 5019.384766
	Iteration 9F: 3 clusters Score -2984597 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2985425.500000 Penalty: 5019.384766
	Iteration 10Q: 3 clusters Score -2985426 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2986145.750000 Penalty: 5019.384766
	Iteration 11Q: 3 clusters Score -2986146 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2986689.250000 Penalty: 5019.384766
	Iteration 12Q: 3 clusters Score -2986689 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2987158.500000 Penalty: 5019.384766
	Iteration 13Q: 3 clusters Score -2987158 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -2987487.750000 Penalty: 5019.384766
	Iteration 14Q: 3 clusters Score -2987488 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -2987714.500000 Penalty: 5019.384766
	Iteration 15Q: 3 clusters Score -2987714 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -2987870.250000 Penalty: 5019.384766
	Iteration 16Q: 3 clusters Score -2987870 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -2987984.000000 Penalty: 5019.384766
	Iteration 17Q: 3 clusters Score -2987984 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -2988070.000000 Penalty: 5019.384766
	Iteration 18Q: 3 clusters Score -2988070 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -2988144.250000 Penalty: 5019.384766
	Iteration 19Q: 3 clusters Score -2988144 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -2988208.000000 Penalty: 5019.384766
	Iteration 20F: 3 clusters Score -2988208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -2988259.500000 Penalty: 5019.384766
	Iteration 21Q: 3 clusters Score -2988260 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -2988305.750000 Penalty: 5019.384766
	Iteration 22Q: 3 clusters Score -2988306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -2988347.250000 Penalty: 5019.384766
	Iteration 23Q: 3 clusters Score -2988347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -2988375.250000 Penalty: 5019.384766
	Iteration 24Q: 3 clusters Score -2988375 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -2988388.250000 Penalty: 5019.384766
	Iteration 25Q: 3 clusters Score -2988388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -2988404.000000 Penalty: 5019.384766
	Iteration 26Q: 3 clusters Score -2988404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -2988416.750000 Penalty: 5019.384766
	Iteration 27Q: 3 clusters Score -2988417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -2988428.500000 Penalty: 5019.384766
	Iteration 28Q: 3 clusters Score -2988428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -2988432.500000 Penalty: 5019.384766
	Iteration 29Q: 3 clusters Score -2988432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -2988432.000000 Penalty: 5019.384766
	Iteration 30Q: 3 clusters Score -2988432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -2988436.500000 Penalty: 5019.384766
	Iteration 31Q: 3 clusters Score -2988436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -2988435.250000 Penalty: 5019.384766
	Iteration 32Q: 3 clusters Score -2988435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -2988439.000000 Penalty: 5019.384766
	Iteration 33Q: 3 clusters Score -2988439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2988441.250000 Penalty: 5019.384766
	Iteration 34Q: 3 clusters Score -2988441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -2988439.000000 Penalty: 5019.384766
	Iteration 35Q: 3 clusters Score -2988439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -2988442.500000 Penalty: 5019.384766
	Iteration 36Q: 3 clusters Score -2988442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -2988445.000000 Penalty: 5019.384766
	Iteration 37Q: 3 clusters Score -2988445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -2988444.500000 Penalty: 5019.384766
	Iteration 38Q: 3 clusters Score -2988444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -2988444.500000 Penalty: 5019.384766
	Iteration 39F: 3 clusters Score -2988444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Entering Unmasked Estep 
Score: -2818078.750000 Penalty: 2474.173340
	Iteration 0F: 2 clusters Score -2818079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2802965.250000 Penalty: 4948.346680
	Iteration 0F: 3 clusters Score -2802965 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2808122.250000 Penalty: 4948.346680
	Iteration 1F: 3 clusters Score -2808122 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2808572.250000 Penalty: 4948.346680
	Iteration 2F: 3 clusters Score -2808572 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2808994.500000 Penalty: 4948.346680
	Iteration 3Q: 3 clusters Score -2808994 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2809428.500000 Penalty: 4948.346680
	Iteration 4Q: 3 clusters Score -2809428 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2810042.750000 Penalty: 4948.346680
	Iteration 5F: 3 clusters Score -2810043 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2810872.250000 Penalty: 4948.346680
	Iteration 6F: 3 clusters Score -2810872 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2811946.250000 Penalty: 4948.346680
	Iteration 7F: 3 clusters Score -2811946 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2813082.750000 Penalty: 4948.346680
	Iteration 8F: 3 clusters Score -2813083 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2814154.750000 Penalty: 4948.346680
	Iteration 9F: 3 clusters Score -2814155 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2814931.750000 Penalty: 4948.346680
	Iteration 10Q: 3 clusters Score -2814932 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2815480.000000 Penalty: 4948.346680
	Iteration 11Q: 3 clusters Score -2815480 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2815765.250000 Penalty: 4948.346680
	Iteration 12Q: 3 clusters Score -2815765 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2815914.750000 Penalty: 4948.346680
	Iteration 13Q: 3 clusters Score -2815915 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -2815998.750000 Penalty: 4948.346680
	Iteration 14Q: 3 clusters Score -2815999 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2816058.000000 Penalty: 4948.346680
	Iteration 15Q: 3 clusters Score -2816058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2816104.750000 Penalty: 4948.346680
	Iteration 16Q: 3 clusters Score -2816105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2816137.750000 Penalty: 4948.346680
	Iteration 17Q: 3 clusters Score -2816138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2816159.250000 Penalty: 4948.346680
	Iteration 18Q: 3 clusters Score -2816159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2816166.000000 Penalty: 4948.346680
	Iteration 19Q: 3 clusters Score -2816166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2816178.750000 Penalty: 4948.346680
	Iteration 20F: 3 clusters Score -2816179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2816185.250000 Penalty: 4948.346680
	Iteration 21Q: 3 clusters Score -2816185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2816194.500000 Penalty: 4948.346680
	Iteration 22Q: 3 clusters Score -2816194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2816200.500000 Penalty: 4948.346680
	Iteration 23Q: 3 clusters Score -2816200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2816201.500000 Penalty: 4948.346680
	Iteration 24Q: 3 clusters Score -2816202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2816203.750000 Penalty: 4948.346680
	Iteration 25Q: 3 clusters Score -2816204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2816204.750000 Penalty: 4948.346680
	Iteration 26Q: 3 clusters Score -2816205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2816210.250000 Penalty: 4948.346680
	Iteration 27Q: 3 clusters Score -2816210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2816211.750000 Penalty: 4948.346680
	Iteration 28Q: 3 clusters Score -2816212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2816213.750000 Penalty: 4948.346680
	Iteration 29Q: 3 clusters Score -2816214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2816216.250000 Penalty: 4948.346680
	Iteration 30Q: 3 clusters Score -2816216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2816218.750000 Penalty: 4948.346680
	Iteration 31Q: 3 clusters Score -2816219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2816221.750000 Penalty: 4948.346680
	Iteration 32Q: 3 clusters Score -2816222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2816221.750000 Penalty: 4948.346680
	Iteration 33F: 3 clusters Score -2816222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Entering Unmasked Estep 
Score: -1508490.625000 Penalty: 2329.813721
	Iteration 0F: 2 clusters Score -1508491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1499569.375000 Penalty: 4659.627441
	Iteration 0F: 3 clusters Score -1499569 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1502334.750000 Penalty: 4659.627441
	Iteration 1F: 3 clusters Score -1502335 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1502798.750000 Penalty: 4659.627441
	Iteration 2F: 3 clusters Score -1502799 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1503245.625000 Penalty: 4659.627441
	Iteration 3F: 3 clusters Score -1503246 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1503613.875000 Penalty: 4659.627441
	Iteration 4F: 3 clusters Score -1503614 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1503930.000000 Penalty: 4659.627441
	Iteration 5F: 3 clusters Score -1503930 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1504221.000000 Penalty: 4659.627441
	Iteration 6Q: 3 clusters Score -1504221 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1504454.250000 Penalty: 4659.627441
	Iteration 7Q: 3 clusters Score -1504454 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1504673.625000 Penalty: 4659.627441
	Iteration 8Q: 3 clusters Score -1504674 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1504867.500000 Penalty: 4659.627441
	Iteration 9Q: 3 clusters Score -1504868 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1504998.125000 Penalty: 4659.627441
	Iteration 10Q: 3 clusters Score -1504998 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1505091.625000 Penalty: 4659.627441
	Iteration 11Q: 3 clusters Score -1505092 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1505163.625000 Penalty: 4659.627441
	Iteration 12Q: 3 clusters Score -1505164 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1505223.625000 Penalty: 4659.627441
	Iteration 13Q: 3 clusters Score -1505224 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1505288.750000 Penalty: 4659.627441
	Iteration 14Q: 3 clusters Score -1505289 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1505345.500000 Penalty: 4659.627441
	Iteration 15Q: 3 clusters Score -1505346 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1505407.250000 Penalty: 4659.627441
	Iteration 16Q: 3 clusters Score -1505407 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1505469.500000 Penalty: 4659.627441
	Iteration 17Q: 3 clusters Score -1505470 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1505534.500000 Penalty: 4659.627441
	Iteration 18Q: 3 clusters Score -1505534 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1505594.750000 Penalty: 4659.627441
	Iteration 19Q: 3 clusters Score -1505595 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1505652.750000 Penalty: 4659.627441
	Iteration 20F: 3 clusters Score -1505653 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1505709.875000 Penalty: 4659.627441
	Iteration 21Q: 3 clusters Score -1505710 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1505758.375000 Penalty: 4659.627441
	Iteration 22Q: 3 clusters Score -1505758 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1505821.875000 Penalty: 4659.627441
	Iteration 23Q: 3 clusters Score -1505822 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1505905.000000 Penalty: 4659.627441
	Iteration 24Q: 3 clusters Score -1505905 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1505995.375000 Penalty: 4659.627441
	Iteration 25Q: 3 clusters Score -1505995 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1506103.625000 Penalty: 4659.627441
	Iteration 26Q: 3 clusters Score -1506104 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1506248.250000 Penalty: 4659.627441
	Iteration 27Q: 3 clusters Score -1506248 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1506368.000000 Penalty: 4659.627441
	Iteration 28Q: 3 clusters Score -1506368 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1506457.375000 Penalty: 4659.627441
	Iteration 29Q: 3 clusters Score -1506457 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1506520.125000 Penalty: 4659.627441
	Iteration 30Q: 3 clusters Score -1506520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1506555.375000 Penalty: 4659.627441
	Iteration 31Q: 3 clusters Score -1506555 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1506583.750000 Penalty: 4659.627441
	Iteration 32Q: 3 clusters Score -1506584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1506605.125000 Penalty: 4659.627441
	Iteration 33Q: 3 clusters Score -1506605 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1506614.875000 Penalty: 4659.627441
	Iteration 34Q: 3 clusters Score -1506615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1506624.000000 Penalty: 4659.627441
	Iteration 35Q: 3 clusters Score -1506624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1506630.375000 Penalty: 4659.627441
	Iteration 36Q: 3 clusters Score -1506630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1506636.250000 Penalty: 4659.627441
	Iteration 37Q: 3 clusters Score -1506636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1506642.375000 Penalty: 4659.627441
	Iteration 38Q: 3 clusters Score -1506642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1506645.375000 Penalty: 4659.627441
	Iteration 39Q: 3 clusters Score -1506645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1506642.875000 Penalty: 4659.627441
	Iteration 40F: 3 clusters Score -1506643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1506647.750000 Penalty: 4659.627441
	Iteration 41Q: 3 clusters Score -1506648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1506647.875000 Penalty: 4659.627441
	Iteration 42Q: 3 clusters Score -1506648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1506650.375000 Penalty: 4659.627441
	Iteration 43Q: 3 clusters Score -1506650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1506655.625000 Penalty: 4659.627441
	Iteration 44Q: 3 clusters Score -1506656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1506657.625000 Penalty: 4659.627441
	Iteration 45Q: 3 clusters Score -1506658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1506658.000000 Penalty: 4659.627441
	Iteration 46Q: 3 clusters Score -1506658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1506660.750000 Penalty: 4659.627441
	Iteration 47Q: 3 clusters Score -1506661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1506663.250000 Penalty: 4659.627441
	Iteration 48Q: 3 clusters Score -1506663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1506667.875000 Penalty: 4659.627441
	Iteration 49Q: 3 clusters Score -1506668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1506668.875000 Penalty: 4659.627441
	Iteration 50Q: 3 clusters Score -1506669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1506673.375000 Penalty: 4659.627441
	Iteration 51Q: 3 clusters Score -1506673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1506677.000000 Penalty: 4659.627441
	Iteration 52Q: 3 clusters Score -1506677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1506678.125000 Penalty: 4659.627441
	Iteration 53Q: 3 clusters Score -1506678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1506682.875000 Penalty: 4659.627441
	Iteration 54Q: 3 clusters Score -1506683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1506687.500000 Penalty: 4659.627441
	Iteration 55Q: 3 clusters Score -1506688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1506690.875000 Penalty: 4659.627441
	Iteration 56Q: 3 clusters Score -1506691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1506695.500000 Penalty: 4659.627441
	Iteration 57Q: 3 clusters Score -1506696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1506696.625000 Penalty: 4659.627441
	Iteration 58Q: 3 clusters Score -1506697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1506697.000000 Penalty: 4659.627441
	Iteration 59Q: 3 clusters Score -1506697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1506699.125000 Penalty: 4659.627441
	Iteration 60F: 3 clusters Score -1506699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1506700.625000 Penalty: 4659.627441
	Iteration 61Q: 3 clusters Score -1506701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1506699.125000 Penalty: 4659.627441
	Iteration 62Q: 3 clusters Score -1506699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1506700.875000 Penalty: 4659.627441
	Iteration 63Q: 3 clusters Score -1506701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1506699.875000 Penalty: 4659.627441
	Iteration 64Q: 3 clusters Score -1506700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1506700.625000 Penalty: 4659.627441
	Iteration 65Q: 3 clusters Score -1506701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1506701.250000 Penalty: 4659.627441
	Iteration 66Q: 3 clusters Score -1506701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1506699.250000 Penalty: 4659.627441
	Iteration 67Q: 3 clusters Score -1506699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1506701.125000 Penalty: 4659.627441
	Iteration 68Q: 3 clusters Score -1506701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1506702.125000 Penalty: 4659.627441
	Iteration 69Q: 3 clusters Score -1506702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1506703.625000 Penalty: 4659.627441
	Iteration 70Q: 3 clusters Score -1506704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1506703.750000 Penalty: 4659.627441
	Iteration 71Q: 3 clusters Score -1506704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1506708.125000 Penalty: 4659.627441
	Iteration 72Q: 3 clusters Score -1506708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1506705.125000 Penalty: 4659.627441
	Iteration 73Q: 3 clusters Score -1506705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1506709.000000 Penalty: 4659.627441
	Iteration 74Q: 3 clusters Score -1506709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1506708.500000 Penalty: 4659.627441
	Iteration 75Q: 3 clusters Score -1506708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1506709.000000 Penalty: 4659.627441
	Iteration 76Q: 3 clusters Score -1506709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1506710.625000 Penalty: 4659.627441
	Iteration 77Q: 3 clusters Score -1506711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1506712.875000 Penalty: 4659.627441
	Iteration 78Q: 3 clusters Score -1506713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1506714.125000 Penalty: 4659.627441
	Iteration 79Q: 3 clusters Score -1506714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1506717.125000 Penalty: 4659.627441
	Iteration 80F: 3 clusters Score -1506717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1506720.625000 Penalty: 4659.627441
	Iteration 81Q: 3 clusters Score -1506721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1506722.250000 Penalty: 4659.627441
	Iteration 82Q: 3 clusters Score -1506722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1506721.125000 Penalty: 4659.627441
	Iteration 83Q: 3 clusters Score -1506721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1506720.625000 Penalty: 4659.627441
	Iteration 84Q: 3 clusters Score -1506721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1506723.250000 Penalty: 4659.627441
	Iteration 85Q: 3 clusters Score -1506723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1506724.750000 Penalty: 4659.627441
	Iteration 86Q: 3 clusters Score -1506725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1506724.750000 Penalty: 4659.627441
	Iteration 87Q: 3 clusters Score -1506725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1506725.250000 Penalty: 4659.627441
	Iteration 88Q: 3 clusters Score -1506725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1506728.125000 Penalty: 4659.627441
	Iteration 89Q: 3 clusters Score -1506728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1506726.000000 Penalty: 4659.627441
	Iteration 90Q: 3 clusters Score -1506726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1506730.750000 Penalty: 4659.627441
	Iteration 91Q: 3 clusters Score -1506731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1506730.750000 Penalty: 4659.627441
	Iteration 92Q: 3 clusters Score -1506731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1506731.000000 Penalty: 4659.627441
	Iteration 93Q: 3 clusters Score -1506731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1506734.000000 Penalty: 4659.627441
	Iteration 94Q: 3 clusters Score -1506734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1506736.375000 Penalty: 4659.627441
	Iteration 95Q: 3 clusters Score -1506736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1506743.500000 Penalty: 4659.627441
	Iteration 96Q: 3 clusters Score -1506744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1506747.875000 Penalty: 4659.627441
	Iteration 97Q: 3 clusters Score -1506748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1506751.250000 Penalty: 4659.627441
	Iteration 98Q: 3 clusters Score -1506751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1506761.125000 Penalty: 4659.627441
	Iteration 99Q: 3 clusters Score -1506761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1506760.625000 Penalty: 4659.627441
	Iteration 100F: 3 clusters Score -1506761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1506765.000000 Penalty: 4659.627441
	Iteration 101Q: 3 clusters Score -1506765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1506768.250000 Penalty: 4659.627441
	Iteration 102Q: 3 clusters Score -1506768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1506770.125000 Penalty: 4659.627441
	Iteration 103Q: 3 clusters Score -1506770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1506771.500000 Penalty: 4659.627441
	Iteration 104Q: 3 clusters Score -1506772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1506773.000000 Penalty: 4659.627441
	Iteration 105Q: 3 clusters Score -1506773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1506771.750000 Penalty: 4659.627441
	Iteration 106Q: 3 clusters Score -1506772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1506771.750000 Penalty: 4659.627441
	Iteration 107F: 3 clusters Score -1506772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63724 members 
Entering Unmasked Estep 
Score: -8354578.500000 Penalty: 2743.454590
	Iteration 0F: 2 clusters Score -8354578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -8311890.000000 Penalty: 5486.909180
	Iteration 0F: 3 clusters Score -8311890 nChanged 29639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -8328365.000000 Penalty: 5486.909180
	Iteration 1F: 3 clusters Score -8328365 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -8329280.000000 Penalty: 5486.909180
	Iteration 2Q: 3 clusters Score -8329280 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -8330586.500000 Penalty: 5486.909180
	Iteration 3Q: 3 clusters Score -8330586 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -8332156.500000 Penalty: 5486.909180
	Iteration 4Q: 3 clusters Score -8332156 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -8334137.000000 Penalty: 5486.909180
	Iteration 5F: 3 clusters Score -8334137 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -8336507.000000 Penalty: 5486.909180
	Iteration 6F: 3 clusters Score -8336507 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -8339373.000000 Penalty: 5486.909180
	Iteration 7F: 3 clusters Score -8339373 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -8342397.000000 Penalty: 5486.909180
	Iteration 8F: 3 clusters Score -8342397 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -8344810.000000 Penalty: 5486.909180
	Iteration 9F: 3 clusters Score -8344810 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -8346010.500000 Penalty: 5486.909180
	Iteration 10Q: 3 clusters Score -8346010 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -8346645.000000 Penalty: 5486.909180
	Iteration 11Q: 3 clusters Score -8346645 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -8347012.500000 Penalty: 5486.909180
	Iteration 12Q: 3 clusters Score -8347012 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -8347304.500000 Penalty: 5486.909180
	Iteration 13Q: 3 clusters Score -8347304 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -8347637.000000 Penalty: 5486.909180
	Iteration 14Q: 3 clusters Score -8347637 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -8347884.500000 Penalty: 5486.909180
	Iteration 15Q: 3 clusters Score -8347884 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -8348158.500000 Penalty: 5486.909180
	Iteration 16Q: 3 clusters Score -8348158 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -8348365.000000 Penalty: 5486.909180
	Iteration 17Q: 3 clusters Score -8348365 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -8348523.500000 Penalty: 5486.909180
	Iteration 18Q: 3 clusters Score -8348524 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -8348759.500000 Penalty: 5486.909180
	Iteration 19Q: 3 clusters Score -8348760 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -8348947.000000 Penalty: 5486.909180
	Iteration 20F: 3 clusters Score -8348947 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -8349174.000000 Penalty: 5486.909180
	Iteration 21Q: 3 clusters Score -8349174 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -8349352.000000 Penalty: 5486.909180
	Iteration 22Q: 3 clusters Score -8349352 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 50280 members 
Entering Unmasked Estep 
Score: -8349510.000000 Penalty: 5486.909180
	Iteration 23Q: 3 clusters Score -8349510 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -8349689.500000 Penalty: 5486.909180
	Iteration 24Q: 3 clusters Score -8349690 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -8349919.500000 Penalty: 5486.909180
	Iteration 25Q: 3 clusters Score -8349920 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -8350143.000000 Penalty: 5486.909180
	Iteration 26Q: 3 clusters Score -8350143 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 52999 members 
Entering Unmasked Estep 
Score: -8350323.000000 Penalty: 5486.909180
	Iteration 27Q: 3 clusters Score -8350323 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -8350497.500000 Penalty: 5486.909180
	Iteration 28Q: 3 clusters Score -8350498 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -8350637.500000 Penalty: 5486.909180
	Iteration 29Q: 3 clusters Score -8350638 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -8350817.000000 Penalty: 5486.909180
	Iteration 30Q: 3 clusters Score -8350817 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -8350958.000000 Penalty: 5486.909180
	Iteration 31Q: 3 clusters Score -8350958 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -8351081.500000 Penalty: 5486.909180
	Iteration 32Q: 3 clusters Score -8351082 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 56128 members 
Entering Unmasked Estep 
Score: -8351212.500000 Penalty: 5486.909180
	Iteration 33Q: 3 clusters Score -8351212 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -8351298.500000 Penalty: 5486.909180
	Iteration 34Q: 3 clusters Score -8351298 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -8351445.000000 Penalty: 5486.909180
	Iteration 35Q: 3 clusters Score -8351445 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -8351555.500000 Penalty: 5486.909180
	Iteration 36Q: 3 clusters Score -8351556 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -8351698.500000 Penalty: 5486.909180
	Iteration 37Q: 3 clusters Score -8351698 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -8351781.000000 Penalty: 5486.909180
	Iteration 38Q: 3 clusters Score -8351781 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -8351873.000000 Penalty: 5486.909180
	Iteration 39Q: 3 clusters Score -8351873 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -8351969.500000 Penalty: 5486.909180
	Iteration 40F: 3 clusters Score -8351970 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 59041 members 
Entering Unmasked Estep 
Score: -8352044.500000 Penalty: 5486.909180
	Iteration 41Q: 3 clusters Score -8352044 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -8352136.500000 Penalty: 5486.909180
	Iteration 42Q: 3 clusters Score -8352136 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 59525 members 
Entering Unmasked Estep 
Score: -8352185.500000 Penalty: 5486.909180
	Iteration 43Q: 3 clusters Score -8352186 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -8352239.000000 Penalty: 5486.909180
	Iteration 44Q: 3 clusters Score -8352239 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 59901 members 
Entering Unmasked Estep 
Score: -8352272.000000 Penalty: 5486.909180
	Iteration 45Q: 3 clusters Score -8352272 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 60052 members 
Entering Unmasked Estep 
Score: -8352318.000000 Penalty: 5486.909180
	Iteration 46Q: 3 clusters Score -8352318 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -8352360.000000 Penalty: 5486.909180
	Iteration 47Q: 3 clusters Score -8352360 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -8352367.000000 Penalty: 5486.909180
	Iteration 48Q: 3 clusters Score -8352367 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -8352443.000000 Penalty: 5486.909180
	Iteration 49Q: 3 clusters Score -8352443 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
Score: -8352466.000000 Penalty: 5486.909180
	Iteration 50Q: 3 clusters Score -8352466 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -8352481.500000 Penalty: 5486.909180
	Iteration 51Q: 3 clusters Score -8352482 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -8352507.000000 Penalty: 5486.909180
	Iteration 52Q: 3 clusters Score -8352507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -8352503.000000 Penalty: 5486.909180
	Iteration 53Q: 3 clusters Score -8352503 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -8352531.000000 Penalty: 5486.909180
	Iteration 54Q: 3 clusters Score -8352531 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 60848 members 
Entering Unmasked Estep 
Score: -8352533.000000 Penalty: 5486.909180
	Iteration 55Q: 3 clusters Score -8352533 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -8352557.500000 Penalty: 5486.909180
	Iteration 56Q: 3 clusters Score -8352558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -8352576.500000 Penalty: 5486.909180
	Iteration 57Q: 3 clusters Score -8352576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 60963 members 
Entering Unmasked Estep 
Score: -8352572.000000 Penalty: 5486.909180
	Iteration 58Q: 3 clusters Score -8352572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -8352576.000000 Penalty: 5486.909180
	Iteration 59Q: 3 clusters Score -8352576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -8352570.000000 Penalty: 5486.909180
	Iteration 60F: 3 clusters Score -8352570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -8352563.500000 Penalty: 5486.909180
	Iteration 61Q: 3 clusters Score -8352564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -8352589.500000 Penalty: 5486.909180
	Iteration 62Q: 3 clusters Score -8352590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -8352577.500000 Penalty: 5486.909180
	Iteration 63Q: 3 clusters Score -8352578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -8352571.500000 Penalty: 5486.909180
	Iteration 64Q: 3 clusters Score -8352572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 61139 members 
Entering Unmasked Estep 
Score: -8352565.000000 Penalty: 5486.909180
	Iteration 65Q: 3 clusters Score -8352565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -8352561.000000 Penalty: 5486.909180
	Iteration 66Q: 3 clusters Score -8352561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 61171 members 
Entering Unmasked Estep 
Score: -8352562.500000 Penalty: 5486.909180
	Iteration 67Q: 3 clusters Score -8352562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -8352566.500000 Penalty: 5486.909180
	Iteration 68Q: 3 clusters Score -8352566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 61202 members 
Entering Unmasked Estep 
Score: -8352567.000000 Penalty: 5486.909180
	Iteration 69Q: 3 clusters Score -8352567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -8352576.000000 Penalty: 5486.909180
	Iteration 70Q: 3 clusters Score -8352576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 61225 members 
Entering Unmasked Estep 
Score: -8352593.500000 Penalty: 5486.909180
	Iteration 71Q: 3 clusters Score -8352594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -8352597.000000 Penalty: 5486.909180
	Iteration 72Q: 3 clusters Score -8352597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -8352605.000000 Penalty: 5486.909180
	Iteration 73Q: 3 clusters Score -8352605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 61278 members 
Entering Unmasked Estep 
Score: -8352608.500000 Penalty: 5486.909180
	Iteration 74Q: 3 clusters Score -8352608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -8352614.000000 Penalty: 5486.909180
	Iteration 75Q: 3 clusters Score -8352614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 61299 members 
Entering Unmasked Estep 
Score: -8352619.500000 Penalty: 5486.909180
	Iteration 76Q: 3 clusters Score -8352620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 61310 members 
Entering Unmasked Estep 
Score: -8352614.500000 Penalty: 5486.909180
	Iteration 77Q: 3 clusters Score -8352614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 61324 members 
Entering Unmasked Estep 
Score: -8352609.500000 Penalty: 5486.909180
	Iteration 78Q: 3 clusters Score -8352610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 61335 members 
Entering Unmasked Estep 
Score: -8352618.000000 Penalty: 5486.909180
	Iteration 79Q: 3 clusters Score -8352618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 61342 members 
Entering Unmasked Estep 
Score: -8352613.500000 Penalty: 5486.909180
	Iteration 80F: 3 clusters Score -8352614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 61347 members 
Entering Unmasked Estep 
Score: -8352611.500000 Penalty: 5486.909180
	Iteration 81Q: 3 clusters Score -8352612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 61350 members 
Entering Unmasked Estep 
Score: -8352612.000000 Penalty: 5486.909180
	Iteration 82Q: 3 clusters Score -8352612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 61352 members 
Entering Unmasked Estep 
Score: -8352611.000000 Penalty: 5486.909180
	Iteration 83Q: 3 clusters Score -8352611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -8352612.500000 Penalty: 5486.909180
	Iteration 84Q: 3 clusters Score -8352612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -8352614.000000 Penalty: 5486.909180
	Iteration 85Q: 3 clusters Score -8352614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -8352612.500000 Penalty: 5486.909180
	Iteration 86Q: 3 clusters Score -8352612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -8352617.500000 Penalty: 5486.909180
	Iteration 87Q: 3 clusters Score -8352618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 61360 members 
Entering Unmasked Estep 
Score: -8352614.000000 Penalty: 5486.909180
	Iteration 88Q: 3 clusters Score -8352614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -8352611.500000 Penalty: 5486.909180
	Iteration 89Q: 3 clusters Score -8352612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 61363 members 
Entering Unmasked Estep 
Score: -8352611.500000 Penalty: 5486.909180
	Iteration 90Q: 3 clusters Score -8352612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 61364 members 
Entering Unmasked Estep 
Score: -8352612.000000 Penalty: 5486.909180
	Iteration 91Q: 3 clusters Score -8352612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -8352609.000000 Penalty: 5486.909180
	Iteration 92Q: 3 clusters Score -8352609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -8352609.000000 Penalty: 5486.909180
	Iteration 93F: 3 clusters Score -8352609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -84410.195312 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -84410.2 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 334 members 
Entering Unmasked Estep 
Score: -82709.562500 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -82709.56 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83059.328125 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -83059.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -83216.125000 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -83216.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -83326.070312 Penalty: 3284.217285
	Iteration 3Q: 3 clusters Score -83326.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -83474.812500 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -83474.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -83619.546875 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -83619.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -83716.789062 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -83716.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -83778.031250 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -83778.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -83806.437500 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -83806.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -83814.218750 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -83814.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -83820.210938 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -83820.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -83824.242188 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -83824.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -83824.242188 Penalty: 3284.217285
	Iteration 12F: 3 clusters Score -83824.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Entering Unmasked Estep 
Score: -30328.457031 Penalty: 1411.209229
	Iteration 0F: 2 clusters Score -30328.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29099.125000 Penalty: 2822.418457
	Iteration 0F: 3 clusters Score -29099.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29268.486328 Penalty: 2822.418457
	Iteration 1F: 3 clusters Score -29268.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29387.589844 Penalty: 2822.418457
	Iteration 2F: 3 clusters Score -29387.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29455.939453 Penalty: 2822.418457
	Iteration 3Q: 3 clusters Score -29455.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29504.878906 Penalty: 2822.418457
	Iteration 4Q: 3 clusters Score -29504.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29523.980469 Penalty: 2822.418457
	Iteration 5Q: 3 clusters Score -29523.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29544.531250 Penalty: 2822.418457
	Iteration 6Q: 3 clusters Score -29544.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29561.423828 Penalty: 2822.418457
	Iteration 7Q: 3 clusters Score -29561.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29575.437500 Penalty: 2822.418457
	Iteration 8Q: 3 clusters Score -29575.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29575.437500 Penalty: 2822.418457
	Iteration 9F: 3 clusters Score -29575.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -49179.171875 Penalty: 1524.820190
	Iteration 0F: 2 clusters Score -49179.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47722.968750 Penalty: 3049.640381
	Iteration 0F: 3 clusters Score -47722.97 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48021.000000 Penalty: 3049.640381
	Iteration 1F: 3 clusters Score -48021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48163.367188 Penalty: 3049.640381
	Iteration 2F: 3 clusters Score -48163.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48357.984375 Penalty: 3049.640381
	Iteration 3F: 3 clusters Score -48357.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48578.531250 Penalty: 3049.640381
	Iteration 4F: 3 clusters Score -48578.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48741.132812 Penalty: 3049.640381
	Iteration 5F: 3 clusters Score -48741.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48921.820312 Penalty: 3049.640381
	Iteration 6F: 3 clusters Score -48921.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -49096.128906 Penalty: 3049.640381
	Iteration 7Q: 3 clusters Score -49096.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -49191.363281 Penalty: 3049.640381
	Iteration 8Q: 3 clusters Score -49191.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -49249.089844 Penalty: 3049.640381
	Iteration 9Q: 3 clusters Score -49249.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -49278.316406 Penalty: 3049.640381
	Iteration 10Q: 3 clusters Score -49278.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -49308.898438 Penalty: 3049.640381
	Iteration 11Q: 3 clusters Score -49308.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49317.382812 Penalty: 3049.640381
	Iteration 12Q: 3 clusters Score -49317.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -49333.546875 Penalty: 3049.640381
	Iteration 13Q: 3 clusters Score -49333.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49373.183594 Penalty: 3049.640381
	Iteration 14Q: 3 clusters Score -49373.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -49397.289062 Penalty: 3049.640381
	Iteration 15Q: 3 clusters Score -49397.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49401.906250 Penalty: 3049.640381
	Iteration 16Q: 3 clusters Score -49401.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -49419.031250 Penalty: 3049.640381
	Iteration 17Q: 3 clusters Score -49419.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -49471.312500 Penalty: 3049.640381
	Iteration 18Q: 3 clusters Score -49471.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49529.593750 Penalty: 3049.640381
	Iteration 19Q: 3 clusters Score -49529.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49537.515625 Penalty: 3049.640381
	Iteration 20F: 3 clusters Score -49537.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43481 members 
Mstep: Class 3 contains 24828 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 12021 members 
Mstep: Class 6 contains 63724 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 292 members 
Mstep: Class 10 contains 33195 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14357 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60398 members 
Mstep: Class 22 contains 39175 members 
Mstep: Class 23 contains 330748 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13638 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 176 members 
Entering Unmasked Estep 
Score: -90803456.000000 Penalty: 93621.671875
Splitting cluster 9 changes total score from -90804864.000000 to -90803456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (33195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Entering Unmasked Estep 
Score: -4201188.000000 Penalty: 2581.718262
	Iteration 0F: 2 clusters Score -4201188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -4178552.500000 Penalty: 5163.436523
	Iteration 0F: 3 clusters Score -4178552 nChanged 15160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -4187405.500000 Penalty: 5163.436523
	Iteration 1F: 3 clusters Score -4187406 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -4188529.750000 Penalty: 5163.436523
	Iteration 2F: 3 clusters Score -4188530 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -4189892.750000 Penalty: 5163.436523
	Iteration 3F: 3 clusters Score -4189893 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -4191464.000000 Penalty: 5163.436523
	Iteration 4F: 3 clusters Score -4191464 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -4193088.000000 Penalty: 5163.436523
	Iteration 5F: 3 clusters Score -4193088 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -4194513.000000 Penalty: 5163.436523
	Iteration 6F: 3 clusters Score -4194513 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -4195678.000000 Penalty: 5163.436523
	Iteration 7F: 3 clusters Score -4195678 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -4196637.500000 Penalty: 5163.436523
	Iteration 8Q: 3 clusters Score -4196638 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -4197492.500000 Penalty: 5163.436523
	Iteration 9Q: 3 clusters Score -4197492 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -4198352.000000 Penalty: 5163.436523
	Iteration 10Q: 3 clusters Score -4198352 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -4199150.500000 Penalty: 5163.436523
	Iteration 11Q: 3 clusters Score -4199150 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -4199723.500000 Penalty: 5163.436523
	Iteration 12Q: 3 clusters Score -4199724 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -4200001.000000 Penalty: 5163.436523
	Iteration 13Q: 3 clusters Score -4200001 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -4200155.500000 Penalty: 5163.436523
	Iteration 14Q: 3 clusters Score -4200156 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -4200266.000000 Penalty: 5163.436523
	Iteration 15Q: 3 clusters Score -4200266 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -4200364.500000 Penalty: 5163.436523
	Iteration 16Q: 3 clusters Score -4200364 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -4200451.000000 Penalty: 5163.436523
	Iteration 17Q: 3 clusters Score -4200451 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -4200536.000000 Penalty: 5163.436523
	Iteration 18Q: 3 clusters Score -4200536 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -4200584.500000 Penalty: 5163.436523
	Iteration 19Q: 3 clusters Score -4200584 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -4200631.500000 Penalty: 5163.436523
	Iteration 20F: 3 clusters Score -4200632 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -4200674.000000 Penalty: 5163.436523
	Iteration 21Q: 3 clusters Score -4200674 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -4200704.500000 Penalty: 5163.436523
	Iteration 22Q: 3 clusters Score -4200704 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -4200720.000000 Penalty: 5163.436523
	Iteration 23Q: 3 clusters Score -4200720 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -4200746.500000 Penalty: 5163.436523
	Iteration 24Q: 3 clusters Score -4200746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -4200759.500000 Penalty: 5163.436523
	Iteration 25Q: 3 clusters Score -4200760 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -4200772.000000 Penalty: 5163.436523
	Iteration 26Q: 3 clusters Score -4200772 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -4200776.500000 Penalty: 5163.436523
	Iteration 27Q: 3 clusters Score -4200776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -4200783.500000 Penalty: 5163.436523
	Iteration 28Q: 3 clusters Score -4200784 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -4200805.500000 Penalty: 5163.436523
	Iteration 29Q: 3 clusters Score -4200806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -4200814.000000 Penalty: 5163.436523
	Iteration 30Q: 3 clusters Score -4200814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -4200825.500000 Penalty: 5163.436523
	Iteration 31Q: 3 clusters Score -4200826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -4200838.000000 Penalty: 5163.436523
	Iteration 32Q: 3 clusters Score -4200838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -4200844.000000 Penalty: 5163.436523
	Iteration 33Q: 3 clusters Score -4200844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -4200851.500000 Penalty: 5163.436523
	Iteration 34Q: 3 clusters Score -4200852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -4200854.500000 Penalty: 5163.436523
	Iteration 35Q: 3 clusters Score -4200854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -4200849.500000 Penalty: 5163.436523
	Iteration 36Q: 3 clusters Score -4200850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -4200867.500000 Penalty: 5163.436523
	Iteration 37Q: 3 clusters Score -4200868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -4200872.000000 Penalty: 5163.436523
	Iteration 38Q: 3 clusters Score -4200872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -4200871.000000 Penalty: 5163.436523
	Iteration 39Q: 3 clusters Score -4200871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -4200873.500000 Penalty: 5163.436523
	Iteration 40F: 3 clusters Score -4200874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -4200870.000000 Penalty: 5163.436523
	Iteration 41Q: 3 clusters Score -4200870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -4200880.000000 Penalty: 5163.436523
	Iteration 42Q: 3 clusters Score -4200880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -4200881.000000 Penalty: 5163.436523
	Iteration 43Q: 3 clusters Score -4200881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -4200880.500000 Penalty: 5163.436523
	Iteration 44Q: 3 clusters Score -4200880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -4200875.500000 Penalty: 5163.436523
	Iteration 45Q: 3 clusters Score -4200876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -4200876.500000 Penalty: 5163.436523
	Iteration 46Q: 3 clusters Score -4200876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -4200873.000000 Penalty: 5163.436523
	Iteration 47Q: 3 clusters Score -4200873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -4200870.500000 Penalty: 5163.436523
	Iteration 48Q: 3 clusters Score -4200870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -4200873.000000 Penalty: 5163.436523
	Iteration 49Q: 3 clusters Score -4200873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -4200874.500000 Penalty: 5163.436523
	Iteration 50Q: 3 clusters Score -4200874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -4200877.500000 Penalty: 5163.436523
	Iteration 51Q: 3 clusters Score -4200878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -4200876.000000 Penalty: 5163.436523
	Iteration 52Q: 3 clusters Score -4200876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -4200876.000000 Penalty: 5163.436523
	Iteration 53Q: 3 clusters Score -4200876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -4200876.000000 Penalty: 5163.436523
	Iteration 54F: 3 clusters Score -4200876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Entering Unmasked Estep 
Score: -907547.375000 Penalty: 2226.801514
	Iteration 0F: 2 clusters Score -907547.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -901080.375000 Penalty: 4453.603027
	Iteration 0F: 3 clusters Score -901080.4 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -902979.812500 Penalty: 4453.603027
	Iteration 1F: 3 clusters Score -902979.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -903331.875000 Penalty: 4453.603027
	Iteration 2F: 3 clusters Score -903331.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -903583.437500 Penalty: 4453.603027
	Iteration 3F: 3 clusters Score -903583.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -903813.687500 Penalty: 4453.603027
	Iteration 4F: 3 clusters Score -903813.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -904038.500000 Penalty: 4453.603027
	Iteration 5Q: 3 clusters Score -904038.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -904274.875000 Penalty: 4453.603027
	Iteration 6Q: 3 clusters Score -904274.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -904536.562500 Penalty: 4453.603027
	Iteration 7Q: 3 clusters Score -904536.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -904826.625000 Penalty: 4453.603027
	Iteration 8Q: 3 clusters Score -904826.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -905067.250000 Penalty: 4453.603027
	Iteration 9Q: 3 clusters Score -905067.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -905297.250000 Penalty: 4453.603027
	Iteration 10Q: 3 clusters Score -905297.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -905546.125000 Penalty: 4453.603027
	Iteration 11Q: 3 clusters Score -905546.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -905858.250000 Penalty: 4453.603027
	Iteration 12Q: 3 clusters Score -905858.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -906185.625000 Penalty: 4453.603027
	Iteration 13Q: 3 clusters Score -906185.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -906431.000000 Penalty: 4453.603027
	Iteration 14Q: 3 clusters Score -906431 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -906597.625000 Penalty: 4453.603027
	Iteration 15Q: 3 clusters Score -906597.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -906717.125000 Penalty: 4453.603027
	Iteration 16Q: 3 clusters Score -906717.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -906805.500000 Penalty: 4453.603027
	Iteration 17Q: 3 clusters Score -906805.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -906879.437500 Penalty: 4453.603027
	Iteration 18Q: 3 clusters Score -906879.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -906940.375000 Penalty: 4453.603027
	Iteration 19Q: 3 clusters Score -906940.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -906979.750000 Penalty: 4453.603027
	Iteration 20F: 3 clusters Score -906979.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -907005.937500 Penalty: 4453.603027
	Iteration 21Q: 3 clusters Score -907005.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -907030.500000 Penalty: 4453.603027
	Iteration 22Q: 3 clusters Score -907030.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -907046.500000 Penalty: 4453.603027
	Iteration 23Q: 3 clusters Score -907046.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -907059.062500 Penalty: 4453.603027
	Iteration 24Q: 3 clusters Score -907059.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -907066.187500 Penalty: 4453.603027
	Iteration 25Q: 3 clusters Score -907066.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -907074.062500 Penalty: 4453.603027
	Iteration 26Q: 3 clusters Score -907074.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -907077.250000 Penalty: 4453.603027
	Iteration 27Q: 3 clusters Score -907077.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -907082.562500 Penalty: 4453.603027
	Iteration 28Q: 3 clusters Score -907082.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -907085.562500 Penalty: 4453.603027
	Iteration 29Q: 3 clusters Score -907085.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -907091.125000 Penalty: 4453.603027
	Iteration 30Q: 3 clusters Score -907091.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -907092.125000 Penalty: 4453.603027
	Iteration 31Q: 3 clusters Score -907092.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -907095.375000 Penalty: 4453.603027
	Iteration 32Q: 3 clusters Score -907095.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -907098.937500 Penalty: 4453.603027
	Iteration 33Q: 3 clusters Score -907098.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -907100.812500 Penalty: 4453.603027
	Iteration 34Q: 3 clusters Score -907100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -907099.562500 Penalty: 4453.603027
	Iteration 35Q: 3 clusters Score -907099.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -907103.000000 Penalty: 4453.603027
	Iteration 36Q: 3 clusters Score -907103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -907104.187500 Penalty: 4453.603027
	Iteration 37Q: 3 clusters Score -907104.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -907102.937500 Penalty: 4453.603027
	Iteration 38Q: 3 clusters Score -907102.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -907102.937500 Penalty: 4453.603027
	Iteration 39F: 3 clusters Score -907102.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -98381.671875 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -98381.67 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 473 members 
Entering Unmasked Estep 
Score: -96533.625000 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -96533.62 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -96896.750000 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -96896.75 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97092.765625 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -97092.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -97268.890625 Penalty: 3369.002930
	Iteration 3F: 3 clusters Score -97268.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97376.179688 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -97376.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97467.242188 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -97467.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97557.953125 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -97557.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -97652.375000 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -97652.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -97819.898438 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -97819.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -98037.640625 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -98037.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -98279.875000 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -98279.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -98581.515625 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -98581.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -98631.710938 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -98631.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -98649.585938 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -98649.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -98653.335938 Penalty: 3369.002930
	Iteration 14Q: 3 clusters Score -98653.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98656.265625 Penalty: 3369.002930
	Iteration 15Q: 3 clusters Score -98656.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -98658.781250 Penalty: 3369.002930
	Iteration 16Q: 3 clusters Score -98658.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -98666.765625 Penalty: 3369.002930
	Iteration 17Q: 3 clusters Score -98666.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -98684.218750 Penalty: 3369.002930
	Iteration 18Q: 3 clusters Score -98684.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -98693.156250 Penalty: 3369.002930
	Iteration 19Q: 3 clusters Score -98693.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -98694.453125 Penalty: 3369.002930
	Iteration 20F: 3 clusters Score -98694.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -98698.507812 Penalty: 3369.002930
	Iteration 21Q: 3 clusters Score -98698.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -98698.507812 Penalty: 3369.002930
	Iteration 22F: 3 clusters Score -98698.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 43481 members 
Mstep: Class 3 contains 24828 members 
Mstep: Class 4 contains 21515 members 
Mstep: Class 5 contains 12021 members 
Mstep: Class 6 contains 63724 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 296 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 33195 members 
Mstep: Class 11 contains 7935 members 
Mstep: Class 12 contains 554 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 15 contains 461 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 12347 members 
Mstep: Class 19 contains 14357 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 60398 members 
Mstep: Class 22 contains 39175 members 
Mstep: Class 23 contains 330748 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 13638 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 391 members 
Mstep: Class 28 contains 337 members 
Entering Unmasked Estep 
Score: -90803600.000000 Penalty: 93621.671875
Splitting cluster 12 changes total score from -90804864.000000 to -90803600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (7512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Entering Unmasked Estep 
Score: -993321.000000 Penalty: 2213.215820
	Iteration 0F: 2 clusters Score -993321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -987272.062500 Penalty: 4426.431641
	Iteration 0F: 3 clusters Score -987272.1 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -988891.000000 Penalty: 4426.431641
	Iteration 1F: 3 clusters Score -988891 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -989122.437500 Penalty: 4426.431641
	Iteration 2F: 3 clusters Score -989122.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -989293.125000 Penalty: 4426.431641
	Iteration 3Q: 3 clusters Score -989293.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -989416.437500 Penalty: 4426.431641
	Iteration 4Q: 3 clusters Score -989416.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -989519.875000 Penalty: 4426.431641
	Iteration 5Q: 3 clusters Score -989519.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -989593.250000 Penalty: 4426.431641
	Iteration 6Q: 3 clusters Score -989593.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -989656.187500 Penalty: 4426.431641
	Iteration 7Q: 3 clusters Score -989656.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -989724.562500 Penalty: 4426.431641
	Iteration 8Q: 3 clusters Score -989724.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -989814.625000 Penalty: 4426.431641
	Iteration 9Q: 3 clusters Score -989814.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -989906.625000 Penalty: 4426.431641
	Iteration 10Q: 3 clusters Score -989906.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -990001.937500 Penalty: 4426.431641
	Iteration 11Q: 3 clusters Score -990001.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -990101.937500 Penalty: 4426.431641
	Iteration 12Q: 3 clusters Score -990101.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -990208.125000 Penalty: 4426.431641
	Iteration 13Q: 3 clusters Score -990208.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -990347.250000 Penalty: 4426.431641
	Iteration 14Q: 3 clusters Score -990347.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -990496.812500 Penalty: 4426.431641
	Iteration 15Q: 3 clusters Score -990496.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -990652.500000 Penalty: 4426.431641
	Iteration 16Q: 3 clusters Score -990652.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -990786.875000 Penalty: 4426.431641
	Iteration 17Q: 3 clusters Score -990786.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -990923.000000 Penalty: 4426.431641
	Iteration 18Q: 3 clusters Score -990923 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -991040.687500 Penalty: 4426.431641
	Iteration 19Q: 3 clusters Score -991040.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -991138.625000 Penalty: 4426.431641
	Iteration 20F: 3 clusters Score -991138.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -991203.875000 Penalty: 4426.431641
	Iteration 21Q: 3 clusters Score -991203.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -991261.562500 Penalty: 4426.431641
	Iteration 22Q: 3 clusters Score -991261.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -991303.500000 Penalty: 4426.431641
	Iteration 23Q: 3 clusters Score -991303.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -991334.000000 Penalty: 4426.431641
	Iteration 24Q: 3 clusters Score -991334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -991356.562500 Penalty: 4426.431641
	Iteration 25Q: 3 clusters Score -991356.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -991376.812500 Penalty: 4426.431641
	Iteration 26Q: 3 clusters Score -991376.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -991391.062500 Penalty: 4426.431641
	Iteration 27Q: 3 clusters Score -991391.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -991405.750000 Penalty: 4426.431641
	Iteration 28Q: 3 clusters Score -991405.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -991412.125000 Penalty: 4426.431641
	Iteration 29Q: 3 clusters Score -991412.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -991419.187500 Penalty: 4426.431641
	Iteration 30Q: 3 clusters Score -991419.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -991429.500000 Penalty: 4426.431641
	Iteration 31Q: 3 clusters Score -991429.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -991440.375000 Penalty: 4426.431641
	Iteration 32Q: 3 clusters Score -991440.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -991450.625000 Penalty: 4426.431641
	Iteration 33Q: 3 clusters Score -991450.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -991458.562500 Penalty: 4426.431641
	Iteration 34Q: 3 clusters Score -991458.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -991462.125000 Penalty: 4426.431641
	Iteration 35Q: 3 clusters Score -991462.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -991467.500000 Penalty: 4426.431641
	Iteration 36Q: 3 clusters Score -991467.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -991469.687500 Penalty: 4426.431641
	Iteration 37Q: 3 clusters Score -991469.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -991469.750000 Penalty: 4426.431641
	Iteration 38Q: 3 clusters Score -991469.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -991469.937500 Penalty: 4426.431641
	Iteration 39Q: 3 clusters Score -991469.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -991469.250000 Penalty: 4426.431641
	Iteration 40F: 3 clusters Score -991469.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -991474.437500 Penalty: 4426.431641
	Iteration 41Q: 3 clusters Score -991474.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -991478.625000 Penalty: 4426.431641
	Iteration 42Q: 3 clusters Score -991478.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -991481.375000 Penalty: 4426.431641
	Iteration 43Q: 3 clusters Score -991481.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -991486.562500 Penalty: 4426.431641
	Iteration 44Q: 3 clusters Score -991486.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -991492.562500 Penalty: 4426.431641
	Iteration 45Q: 3 clusters Score -991492.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -991497.437500 Penalty: 4426.431641
	Iteration 46Q: 3 clusters Score -991497.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -991499.375000 Penalty: 4426.431641
	Iteration 47Q: 3 clusters Score -991499.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -991502.625000 Penalty: 4426.431641
	Iteration 48Q: 3 clusters Score -991502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -991502.812500 Penalty: 4426.431641
	Iteration 49Q: 3 clusters Score -991502.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -991504.500000 Penalty: 4426.431641
	Iteration 50Q: 3 clusters Score -991504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -991507.312500 Penalty: 4426.431641
	Iteration 51Q: 3 clusters Score -991507.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -991510.500000 Penalty: 4426.431641
	Iteration 52Q: 3 clusters Score -991510.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -991512.375000 Penalty: 4426.431641
	Iteration 53Q: 3 clusters Score -991512.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -991512.312500 Penalty: 4426.431641
	Iteration 54Q: 3 clusters Score -991512.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -991513.937500 Penalty: 4426.431641
	Iteration 55Q: 3 clusters Score -991513.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -991515.687500 Penalty: 4426.431641
	Iteration 56Q: 3 clusters Score -991515.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -991515.000000 Penalty: 4426.431641
	Iteration 57Q: 3 clusters Score -991515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -991515.250000 Penalty: 4426.431641
	Iteration 58Q: 3 clusters Score -991515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -991515.625000 Penalty: 4426.431641
	Iteration 59Q: 3 clusters Score -991515.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -991517.000000 Penalty: 4426.431641
	Iteration 60F: 3 clusters Score -991517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Entering Unmasked Estep 
Score: -680271.000000 Penalty: 2121.178711
	Iteration 0F: 2 clusters Score -680271 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 2569 members 
Entering Unmasked Estep 
Score: -675586.687500 Penalty: 4242.357422
	Iteration 0F: 3 clusters Score -675586.7 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -676756.000000 Penalty: 4242.357422
	Iteration 1F: 3 clusters Score -676756 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -676967.500000 Penalty: 4242.357422
	Iteration 2F: 3 clusters Score -676967.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -677096.187500 Penalty: 4242.357422
	Iteration 3Q: 3 clusters Score -677096.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -677189.187500 Penalty: 4242.357422
	Iteration 4Q: 3 clusters Score -677189.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -677264.000000 Penalty: 4242.357422
	Iteration 5Q: 3 clusters Score -677264 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -677305.500000 Penalty: 4242.357422
	Iteration 6Q: 3 clusters Score -677305.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -677329.812500 Penalty: 4242.357422
	Iteration 7Q: 3 clusters Score -677329.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -677347.500000 Penalty: 4242.357422
	Iteration 8Q: 3 clusters Score -677347.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -677361.937500 Penalty: 4242.357422
	Iteration 9Q: 3 clusters Score -677361.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -677377.000000 Penalty: 4242.357422
	Iteration 10Q: 3 clusters Score -677377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -677387.937500 Penalty: 4242.357422
	Iteration 11Q: 3 clusters Score -677387.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -677399.687500 Penalty: 4242.357422
	Iteration 12Q: 3 clusters Score -677399.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -677414.375000 Penalty: 4242.357422
	Iteration 13Q: 3 clusters Score -677414.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -677431.125000 Penalty: 4242.357422
	Iteration 14Q: 3 clusters Score -677431.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -677450.500000 Penalty: 4242.357422
	Iteration 15Q: 3 clusters Score -677450.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -677468.687500 Penalty: 4242.357422
	Iteration 16Q: 3 clusters Score -677468.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -677484.687500 Penalty: 4242.357422
	Iteration 17Q: 3 clusters Score -677484.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -677500.625000 Penalty: 4242.357422
	Iteration 18Q: 3 clusters Score -677500.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -677511.062500 Penalty: 4242.357422
	Iteration 19Q: 3 clusters Score -677511.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -677522.062500 Penalty: 4242.357422
	Iteration 20F: 3 clusters Score -677522.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -677533.250000 Penalty: 4242.357422
	Iteration 21Q: 3 clusters Score -677533.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -677549.187500 Penalty: 4242.357422
	Iteration 22Q: 3 clusters Score -677549.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -677566.687500 Penalty: 4242.357422
	Iteration 23Q: 3 clusters Score -677566.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -677584.562500 Penalty: 4242.357422
	Iteration 24Q: 3 clusters Score -677584.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -677599.187500 Penalty: 4242.357422
	Iteration 25Q: 3 clusters Score -677599.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -677620.562500 Penalty: 4242.357422
	Iteration 26Q: 3 clusters Score -677620.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -677642.750000 Penalty: 4242.357422
	Iteration 27Q: 3 clusters Score -677642.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -677661.375000 Penalty: 4242.357422
	Iteration 28Q: 3 clusters Score -677661.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -677677.312500 Penalty: 4242.357422
	Iteration 29Q: 3 clusters Score -677677.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -677699.750000 Penalty: 4242.357422
	Iteration 30Q: 3 clusters Score -677699.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -677721.687500 Penalty: 4242.357422
	Iteration 31Q: 3 clusters Score -677721.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -677746.937500 Penalty: 4242.357422
	Iteration 32Q: 3 clusters Score -677746.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -677774.500000 Penalty: 4242.357422
	Iteration 33Q: 3 clusters Score -677774.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -677802.062500 Penalty: 4242.357422
	Iteration 34Q: 3 clusters Score -677802.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -677834.750000 Penalty: 4242.357422
	Iteration 35Q: 3 clusters Score -677834.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -677875.000000 Penalty: 4242.357422
	Iteration 36Q: 3 clusters Score -677875 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -677905.500000 Penalty: 4242.357422
	Iteration 37Q: 3 clusters Score -677905.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -677934.375000 Penalty: 4242.357422
	Iteration 38Q: 3 clusters Score -677934.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -677974.625000 Penalty: 4242.357422
	Iteration 39Q: 3 clusters Score -677974.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -678012.000000 Penalty: 4242.357422
	Iteration 40F: 3 clusters Score -678012 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -678045.937500 Penalty: 4242.357422
	Iteration 41Q: 3 clusters Score -678045.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -678078.000000 Penalty: 4242.357422
	Iteration 42Q: 3 clusters Score -678078 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -678107.875000 Penalty: 4242.357422
	Iteration 43Q: 3 clusters Score -678107.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -678135.375000 Penalty: 4242.357422
	Iteration 44Q: 3 clusters Score -678135.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -678160.375000 Penalty: 4242.357422
	Iteration 45Q: 3 clusters Score -678160.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -678182.312500 Penalty: 4242.357422
	Iteration 46Q: 3 clusters Score -678182.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -678202.312500 Penalty: 4242.357422
	Iteration 47Q: 3 clusters Score -678202.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -678221.250000 Penalty: 4242.357422
	Iteration 48Q: 3 clusters Score -678221.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -678239.250000 Penalty: 4242.357422
	Iteration 49Q: 3 clusters Score -678239.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -678247.812500 Penalty: 4242.357422
	Iteration 50Q: 3 clusters Score -678247.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -678259.375000 Penalty: 4242.357422
	Iteration 51Q: 3 clusters Score -678259.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -678269.250000 Penalty: 4242.357422
	Iteration 52Q: 3 clusters Score -678269.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -678281.437500 Penalty: 4242.357422
	Iteration 53Q: 3 clusters Score -678281.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -678291.625000 Penalty: 4242.357422
	Iteration 54Q: 3 clusters Score -678291.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -678301.375000 Penalty: 4242.357422
	Iteration 55Q: 3 clusters Score -678301.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -678310.812500 Penalty: 4242.357422
	Iteration 56Q: 3 clusters Score -678310.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -678320.437500 Penalty: 4242.357422
	Iteration 57Q: 3 clusters Score -678320.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -678326.687500 Penalty: 4242.357422
	Iteration 58Q: 3 clusters Score -678326.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -678329.000000 Penalty: 4242.357422
	Iteration 59Q: 3 clusters Score -678329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -678335.625000 Penalty: 4242.357422
	Iteration 60F: 3 clusters Score -678335.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -678340.750000 Penalty: 4242.357422
	Iteration 61Q: 3 clusters Score -678340.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -678343.312500 Penalty: 4242.357422
	Iteration 62Q: 3 clusters Score -678343.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -678345.812500 Penalty: 4242.357422
	Iteration 63Q: 3 clusters Score -678345.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -678345.625000 Penalty: 4242.357422
	Iteration 64Q: 3 clusters Score -678345.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -678350.187500 Penalty: 4242.357422
	Iteration 65Q: 3 clusters Score -678350.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -678350.187500 Penalty: 4242.357422
	Iteration 66Q: 3 clusters Score -678350.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -678354.937500 Penalty: 4242.357422
	Iteration 67Q: 3 clusters Score -678354.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -678361.500000 Penalty: 4242.357422
	Iteration 68Q: 3 clusters Score -678361.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -678366.125000 Penalty: 4242.357422
	Iteration 69Q: 3 clusters Score -678366.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -678371.812500 Penalty: 4242.357422
	Iteration 70Q: 3 clusters Score -678371.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -678377.125000 Penalty: 4242.357422
	Iteration 71Q: 3 clusters Score -678377.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -678379.687500 Penalty: 4242.357422
	Iteration 72Q: 3 clusters Score -678379.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -678383.750000 Penalty: 4242.357422
	Iteration 73Q: 3 clusters Score -678383.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -678389.125000 Penalty: 4242.357422
	Iteration 74Q: 3 clusters Score -678389.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -678390.875000 Penalty: 4242.357422
	Iteration 75Q: 3 clusters Score -678390.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -678395.875000 Penalty: 4242.357422
	Iteration 76Q: 3 clusters Score -678395.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -678399.062500 Penalty: 4242.357422
	Iteration 77Q: 3 clusters Score -678399.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -678404.312500 Penalty: 4242.357422
	Iteration 78Q: 3 clusters Score -678404.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -678406.625000 Penalty: 4242.357422
	Iteration 79Q: 3 clusters Score -678406.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -678406.562500 Penalty: 4242.357422
	Iteration 80F: 3 clusters Score -678406.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -678406.875000 Penalty: 4242.357422
	Iteration 81Q: 3 clusters Score -678406.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -678406.875000 Penalty: 4242.357422
	Iteration 82F: 3 clusters Score -678406.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -55726.933594 Penalty: 1521.082764
	Iteration 0F: 2 clusters Score -55726.93 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 227 members 
Entering Unmasked Estep 
Score: -54290.140625 Penalty: 3042.165527
	Iteration 0F: 3 clusters Score -54290.14 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54433.453125 Penalty: 3042.165527
	Iteration 1F: 3 clusters Score -54433.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54485.906250 Penalty: 3042.165527
	Iteration 2Q: 3 clusters Score -54485.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54505.117188 Penalty: 3042.165527
	Iteration 3Q: 3 clusters Score -54505.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -54512.207031 Penalty: 3042.165527
	Iteration 4Q: 3 clusters Score -54512.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54519.796875 Penalty: 3042.165527
	Iteration 5Q: 3 clusters Score -54519.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -54520.574219 Penalty: 3042.165527
	Iteration 6Q: 3 clusters Score -54520.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -54520.574219 Penalty: 3042.165527
	Iteration 7F: 3 clusters Score -54520.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Entering Unmasked Estep 
Score: -838702.750000 Penalty: 2184.030273
	Iteration 0F: 2 clusters Score -838702.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -833153.625000 Penalty: 4368.060547
	Iteration 0F: 3 clusters Score -833153.6 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -834939.375000 Penalty: 4368.060547
	Iteration 1F: 3 clusters Score -834939.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -835516.625000 Penalty: 4368.060547
	Iteration 2F: 3 clusters Score -835516.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -835941.625000 Penalty: 4368.060547
	Iteration 3F: 3 clusters Score -835941.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -836293.125000 Penalty: 4368.060547
	Iteration 4F: 3 clusters Score -836293.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -836612.437500 Penalty: 4368.060547
	Iteration 5F: 3 clusters Score -836612.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -836863.375000 Penalty: 4368.060547
	Iteration 6F: 3 clusters Score -836863.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -837031.750000 Penalty: 4368.060547
	Iteration 7Q: 3 clusters Score -837031.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -837163.562500 Penalty: 4368.060547
	Iteration 8Q: 3 clusters Score -837163.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -837250.750000 Penalty: 4368.060547
	Iteration 9Q: 3 clusters Score -837250.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -837321.250000 Penalty: 4368.060547
	Iteration 10Q: 3 clusters Score -837321.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -837374.500000 Penalty: 4368.060547
	Iteration 11Q: 3 clusters Score -837374.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -837414.625000 Penalty: 4368.060547
	Iteration 12Q: 3 clusters Score -837414.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -837443.437500 Penalty: 4368.060547
	Iteration 13Q: 3 clusters Score -837443.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -837469.625000 Penalty: 4368.060547
	Iteration 14Q: 3 clusters Score -837469.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -837485.687500 Penalty: 4368.060547
	Iteration 15Q: 3 clusters Score -837485.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -837501.312500 Penalty: 4368.060547
	Iteration 16Q: 3 clusters Score -837501.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -837519.812500 Penalty: 4368.060547
	Iteration 17Q: 3 clusters Score -837519.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -837535.937500 Penalty: 4368.060547
	Iteration 18Q: 3 clusters Score -837535.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -837544.562500 Penalty: 4368.060547
	Iteration 19Q: 3 clusters Score -837544.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -837550.750000 Penalty: 4368.060547
	Iteration 20F: 3 clusters Score -837550.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -837555.375000 Penalty: 4368.060547
	Iteration 21Q: 3 clusters Score -837555.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -837558.875000 Penalty: 4368.060547
	Iteration 22Q: 3 clusters Score -837558.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -837557.937500 Penalty: 4368.060547
	Iteration 23Q: 3 clusters Score -837557.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -837559.812500 Penalty: 4368.060547
	Iteration 24Q: 3 clusters Score -837559.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -837557.812500 Penalty: 4368.060547
	Iteration 25Q: 3 clusters Score -837557.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -837557.812500 Penalty: 4368.060547
	Iteration 26F: 3 clusters Score -837557.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -179842.937500 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -179842.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -177561.921875 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -177561.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -177980.062500 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -177980.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -178097.859375 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -178097.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -178153.921875 Penalty: 3641.697266
	Iteration 3Q: 3 clusters Score -178153.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -178181.750000 Penalty: 3641.697266
	Iteration 4Q: 3 clusters Score -178181.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -178207.765625 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -178207.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -178228.218750 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -178228.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -178245.515625 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -178245.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -178261.531250 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -178261.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -178279.406250 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -178279.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -178297.562500 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -178297.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -178320.453125 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -178320.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -178345.593750 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -178345.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -178380.984375 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -178381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -178409.015625 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -178409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -178422.484375 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -178422.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -178433.671875 Penalty: 3641.697266
	Iteration 16Q: 3 clusters Score -178433.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -178442.625000 Penalty: 3641.697266
	Iteration 17Q: 3 clusters Score -178442.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -178448.515625 Penalty: 3641.697266
	Iteration 18Q: 3 clusters Score -178448.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -178452.625000 Penalty: 3641.697266
	Iteration 19Q: 3 clusters Score -178452.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -178464.656250 Penalty: 3641.697266
	Iteration 20F: 3 clusters Score -178464.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -178478.484375 Penalty: 3641.697266
	Iteration 21Q: 3 clusters Score -178478.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -178486.031250 Penalty: 3641.697266
	Iteration 22Q: 3 clusters Score -178486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -178489.140625 Penalty: 3641.697266
	Iteration 23Q: 3 clusters Score -178489.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -178489.140625 Penalty: 3641.697266
	Iteration 24F: 3 clusters Score -178489.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Entering Unmasked Estep 
Score: -1639314.750000 Penalty: 2336.449707
	Iteration 0F: 2 clusters Score -1639315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1630125.250000 Penalty: 4672.899414
	Iteration 0F: 3 clusters Score -1630125 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1632760.375000 Penalty: 4672.899414
	Iteration 1F: 3 clusters Score -1632760 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1633046.500000 Penalty: 4672.899414
	Iteration 2F: 3 clusters Score -1633046 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1633221.250000 Penalty: 4672.899414
	Iteration 3Q: 3 clusters Score -1633221 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1633366.125000 Penalty: 4672.899414
	Iteration 4Q: 3 clusters Score -1633366 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1633467.625000 Penalty: 4672.899414
	Iteration 5Q: 3 clusters Score -1633468 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1633551.875000 Penalty: 4672.899414
	Iteration 6Q: 3 clusters Score -1633552 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1633605.750000 Penalty: 4672.899414
	Iteration 7Q: 3 clusters Score -1633606 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1633657.500000 Penalty: 4672.899414
	Iteration 8Q: 3 clusters Score -1633658 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1633702.625000 Penalty: 4672.899414
	Iteration 9Q: 3 clusters Score -1633703 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1633749.000000 Penalty: 4672.899414
	Iteration 10Q: 3 clusters Score -1633749 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1633789.625000 Penalty: 4672.899414
	Iteration 11Q: 3 clusters Score -1633790 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1633826.750000 Penalty: 4672.899414
	Iteration 12Q: 3 clusters Score -1633827 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1633869.125000 Penalty: 4672.899414
	Iteration 13Q: 3 clusters Score -1633869 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1633912.500000 Penalty: 4672.899414
	Iteration 14Q: 3 clusters Score -1633912 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1633970.750000 Penalty: 4672.899414
	Iteration 15Q: 3 clusters Score -1633971 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1634022.125000 Penalty: 4672.899414
	Iteration 16Q: 3 clusters Score -1634022 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1634087.000000 Penalty: 4672.899414
	Iteration 17Q: 3 clusters Score -1634087 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1634174.625000 Penalty: 4672.899414
	Iteration 18Q: 3 clusters Score -1634175 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1634279.625000 Penalty: 4672.899414
	Iteration 19Q: 3 clusters Score -1634280 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1634424.625000 Penalty: 4672.899414
	Iteration 20F: 3 clusters Score -1634425 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1634623.500000 Penalty: 4672.899414
	Iteration 21Q: 3 clusters Score -1634624 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1634906.125000 Penalty: 4672.899414
	Iteration 22Q: 3 clusters Score -1634906 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1635248.250000 Penalty: 4672.899414
	Iteration 23Q: 3 clusters Score -1635248 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1635634.250000 Penalty: 4672.899414
	Iteration 24Q: 3 clusters Score -1635634 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1635998.625000 Penalty: 4672.899414
	Iteration 25Q: 3 clusters Score -1635999 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1636334.625000 Penalty: 4672.899414
	Iteration 26Q: 3 clusters Score -1636335 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1636621.625000 Penalty: 4672.899414
	Iteration 27Q: 3 clusters Score -1636622 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1636819.250000 Penalty: 4672.899414
	Iteration 28Q: 3 clusters Score -1636819 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1636966.625000 Penalty: 4672.899414
	Iteration 29Q: 3 clusters Score -1636967 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1637057.875000 Penalty: 4672.899414
	Iteration 30Q: 3 clusters Score -1637058 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1637118.750000 Penalty: 4672.899414
	Iteration 31Q: 3 clusters Score -1637119 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1637147.750000 Penalty: 4672.899414
	Iteration 32Q: 3 clusters Score -1637148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1637178.125000 Penalty: 4672.899414
	Iteration 33Q: 3 clusters Score -1637178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1637210.125000 Penalty: 4672.899414
	Iteration 34Q: 3 clusters Score -1637210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1637228.500000 Penalty: 4672.899414
	Iteration 35Q: 3 clusters Score -1637228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1637238.375000 Penalty: 4672.899414
	Iteration 36Q: 3 clusters Score -1637238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1637251.625000 Penalty: 4672.899414
	Iteration 37Q: 3 clusters Score -1637252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1637260.375000 Penalty: 4672.899414
	Iteration 38Q: 3 clusters Score -1637260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1637273.250000 Penalty: 4672.899414
	Iteration 39Q: 3 clusters Score -1637273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1637282.625000 Penalty: 4672.899414
	Iteration 40F: 3 clusters Score -1637283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1637288.125000 Penalty: 4672.899414
	Iteration 41Q: 3 clusters Score -1637288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1637293.500000 Penalty: 4672.899414
	Iteration 42Q: 3 clusters Score -1637294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1637297.875000 Penalty: 4672.899414
	Iteration 43Q: 3 clusters Score -1637298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1637303.000000 Penalty: 4672.899414
	Iteration 44Q: 3 clusters Score -1637303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1637311.125000 Penalty: 4672.899414
	Iteration 45Q: 3 clusters Score -1637311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1637316.125000 Penalty: 4672.899414
	Iteration 46Q: 3 clusters Score -1637316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1637318.500000 Penalty: 4672.899414
	Iteration 47Q: 3 clusters Score -1637318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1637321.875000 Penalty: 4672.899414
	Iteration 48Q: 3 clusters Score -1637322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1637321.875000 Penalty: 4672.899414
	Iteration 49Q: 3 clusters Score -1637322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1637323.125000 Penalty: 4672.899414
	Iteration 50Q: 3 clusters Score -1637323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1637327.125000 Penalty: 4672.899414
	Iteration 51Q: 3 clusters Score -1637327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1637327.125000 Penalty: 4672.899414
	Iteration 52F: 3 clusters Score -1637327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Entering Unmasked Estep 
Score: -1897201.875000 Penalty: 2373.854248
	Iteration 0F: 2 clusters Score -1897202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1886792.750000 Penalty: 4747.708496
	Iteration 0F: 3 clusters Score -1886793 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1890050.375000 Penalty: 4747.708496
	Iteration 1F: 3 clusters Score -1890050 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1890405.500000 Penalty: 4747.708496
	Iteration 2F: 3 clusters Score -1890406 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1890682.125000 Penalty: 4747.708496
	Iteration 3Q: 3 clusters Score -1890682 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1890948.750000 Penalty: 4747.708496
	Iteration 4Q: 3 clusters Score -1890949 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1891216.875000 Penalty: 4747.708496
	Iteration 5Q: 3 clusters Score -1891217 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1891513.875000 Penalty: 4747.708496
	Iteration 6Q: 3 clusters Score -1891514 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1891807.625000 Penalty: 4747.708496
	Iteration 7Q: 3 clusters Score -1891808 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1892151.250000 Penalty: 4747.708496
	Iteration 8Q: 3 clusters Score -1892151 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1892535.000000 Penalty: 4747.708496
	Iteration 9Q: 3 clusters Score -1892535 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1893006.625000 Penalty: 4747.708496
	Iteration 10Q: 3 clusters Score -1893007 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1893484.375000 Penalty: 4747.708496
	Iteration 11Q: 3 clusters Score -1893484 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1893905.375000 Penalty: 4747.708496
	Iteration 12Q: 3 clusters Score -1893905 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1894295.125000 Penalty: 4747.708496
	Iteration 13Q: 3 clusters Score -1894295 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1894562.000000 Penalty: 4747.708496
	Iteration 14Q: 3 clusters Score -1894562 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1894720.375000 Penalty: 4747.708496
	Iteration 15Q: 3 clusters Score -1894720 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1894821.250000 Penalty: 4747.708496
	Iteration 16Q: 3 clusters Score -1894821 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1894885.375000 Penalty: 4747.708496
	Iteration 17Q: 3 clusters Score -1894885 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1894932.625000 Penalty: 4747.708496
	Iteration 18Q: 3 clusters Score -1894933 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1894968.000000 Penalty: 4747.708496
	Iteration 19Q: 3 clusters Score -1894968 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1894998.500000 Penalty: 4747.708496
	Iteration 20F: 3 clusters Score -1894998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1895015.625000 Penalty: 4747.708496
	Iteration 21Q: 3 clusters Score -1895016 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1895050.750000 Penalty: 4747.708496
	Iteration 22Q: 3 clusters Score -1895051 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1895080.875000 Penalty: 4747.708496
	Iteration 23Q: 3 clusters Score -1895081 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1895116.500000 Penalty: 4747.708496
	Iteration 24Q: 3 clusters Score -1895116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1895138.500000 Penalty: 4747.708496
	Iteration 25Q: 3 clusters Score -1895138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1895166.250000 Penalty: 4747.708496
	Iteration 26Q: 3 clusters Score -1895166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1895183.875000 Penalty: 4747.708496
	Iteration 27Q: 3 clusters Score -1895184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1895205.625000 Penalty: 4747.708496
	Iteration 28Q: 3 clusters Score -1895206 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1895216.875000 Penalty: 4747.708496
	Iteration 29Q: 3 clusters Score -1895217 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1895234.250000 Penalty: 4747.708496
	Iteration 30Q: 3 clusters Score -1895234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1895242.750000 Penalty: 4747.708496
	Iteration 31Q: 3 clusters Score -1895243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1895252.500000 Penalty: 4747.708496
	Iteration 32Q: 3 clusters Score -1895252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1895263.875000 Penalty: 4747.708496
	Iteration 33Q: 3 clusters Score -1895264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1895273.500000 Penalty: 4747.708496
	Iteration 34Q: 3 clusters Score -1895274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1895286.875000 Penalty: 4747.708496
	Iteration 35Q: 3 clusters Score -1895287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1895299.250000 Penalty: 4747.708496
	Iteration 36Q: 3 clusters Score -1895299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1895312.125000 Penalty: 4747.708496
	Iteration 37Q: 3 clusters Score -1895312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1895322.125000 Penalty: 4747.708496
	Iteration 38Q: 3 clusters Score -1895322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1895325.000000 Penalty: 4747.708496
	Iteration 39Q: 3 clusters Score -1895325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1895334.875000 Penalty: 4747.708496
	Iteration 40F: 3 clusters Score -1895335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1895344.875000 Penalty: 4747.708496
	Iteration 41Q: 3 clusters Score -1895345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1895342.625000 Penalty: 4747.708496
	Iteration 42Q: 3 clusters Score -1895343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1895346.375000 Penalty: 4747.708496
	Iteration 43Q: 3 clusters Score -1895346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1895350.250000 Penalty: 4747.708496
	Iteration 44Q: 3 clusters Score -1895350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1895350.750000 Penalty: 4747.708496
	Iteration 45Q: 3 clusters Score -1895351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1895353.250000 Penalty: 4747.708496
	Iteration 46Q: 3 clusters Score -1895353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1895350.625000 Penalty: 4747.708496
	Iteration 47Q: 3 clusters Score -1895351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1895350.625000 Penalty: 4747.708496
	Iteration 48F: 3 clusters Score -1895351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -148263.656250 Penalty: 1802.519287
	Iteration 0F: 2 clusters Score -148263.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -146060.328125 Penalty: 3605.038574
	Iteration 0F: 3 clusters Score -146060.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -146438.343750 Penalty: 3605.038574
	Iteration 1F: 3 clusters Score -146438.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -146529.859375 Penalty: 3605.038574
	Iteration 2F: 3 clusters Score -146529.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -146580.593750 Penalty: 3605.038574
	Iteration 3Q: 3 clusters Score -146580.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -146607.984375 Penalty: 3605.038574
	Iteration 4Q: 3 clusters Score -146608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -146631.640625 Penalty: 3605.038574
	Iteration 5Q: 3 clusters Score -146631.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -146638.531250 Penalty: 3605.038574
	Iteration 6Q: 3 clusters Score -146638.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -146640.937500 Penalty: 3605.038574
	Iteration 7Q: 3 clusters Score -146640.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -146643.671875 Penalty: 3605.038574
	Iteration 8Q: 3 clusters Score -146643.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -146647.718750 Penalty: 3605.038574
	Iteration 9Q: 3 clusters Score -146647.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -146651.156250 Penalty: 3605.038574
	Iteration 10Q: 3 clusters Score -146651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -146654.062500 Penalty: 3605.038574
	Iteration 11Q: 3 clusters Score -146654.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -146658.484375 Penalty: 3605.038574
	Iteration 12Q: 3 clusters Score -146658.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -146662.437500 Penalty: 3605.038574
	Iteration 13Q: 3 clusters Score -146662.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -146670.218750 Penalty: 3605.038574
	Iteration 14Q: 3 clusters Score -146670.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -146675.671875 Penalty: 3605.038574
	Iteration 15Q: 3 clusters Score -146675.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -146682.734375 Penalty: 3605.038574
	Iteration 16Q: 3 clusters Score -146682.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -146687.609375 Penalty: 3605.038574
	Iteration 17Q: 3 clusters Score -146687.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -146691.531250 Penalty: 3605.038574
	Iteration 18Q: 3 clusters Score -146691.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -146691.531250 Penalty: 3605.038574
	Iteration 19F: 3 clusters Score -146691.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (60398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Entering Unmasked Estep 
Score: -7734160.000000 Penalty: 2730.160400
	Iteration 0F: 2 clusters Score -7734160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -7693415.000000 Penalty: 5460.320801
	Iteration 0F: 3 clusters Score -7693415 nChanged 28193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -7709157.500000 Penalty: 5460.320801
	Iteration 1F: 3 clusters Score -7709158 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -7709681.500000 Penalty: 5460.320801
	Iteration 2Q: 3 clusters Score -7709682 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -7710091.500000 Penalty: 5460.320801
	Iteration 3Q: 3 clusters Score -7710092 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -7710545.500000 Penalty: 5460.320801
	Iteration 4Q: 3 clusters Score -7710546 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -7711082.500000 Penalty: 5460.320801
	Iteration 5Q: 3 clusters Score -7711082 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -7711629.000000 Penalty: 5460.320801
	Iteration 6Q: 3 clusters Score -7711629 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -7712252.500000 Penalty: 5460.320801
	Iteration 7Q: 3 clusters Score -7712252 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -7712990.500000 Penalty: 5460.320801
	Iteration 8Q: 3 clusters Score -7712990 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -7713851.000000 Penalty: 5460.320801
	Iteration 9Q: 3 clusters Score -7713851 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -7714837.000000 Penalty: 5460.320801
	Iteration 10Q: 3 clusters Score -7714837 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -7716136.500000 Penalty: 5460.320801
	Iteration 11Q: 3 clusters Score -7716136 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -7717443.500000 Penalty: 5460.320801
	Iteration 12Q: 3 clusters Score -7717444 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -7718561.500000 Penalty: 5460.320801
	Iteration 13Q: 3 clusters Score -7718562 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -7719338.000000 Penalty: 5460.320801
	Iteration 14Q: 3 clusters Score -7719338 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -7719817.500000 Penalty: 5460.320801
	Iteration 15Q: 3 clusters Score -7719818 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -7720202.000000 Penalty: 5460.320801
	Iteration 16Q: 3 clusters Score -7720202 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -7720430.000000 Penalty: 5460.320801
	Iteration 17Q: 3 clusters Score -7720430 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -7720610.500000 Penalty: 5460.320801
	Iteration 18Q: 3 clusters Score -7720610 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -7720768.000000 Penalty: 5460.320801
	Iteration 19Q: 3 clusters Score -7720768 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -7720924.500000 Penalty: 5460.320801
	Iteration 20F: 3 clusters Score -7720924 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -7721144.500000 Penalty: 5460.320801
	Iteration 21Q: 3 clusters Score -7721144 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -7721387.500000 Penalty: 5460.320801
	Iteration 22Q: 3 clusters Score -7721388 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -7721601.500000 Penalty: 5460.320801
	Iteration 23Q: 3 clusters Score -7721602 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -7721840.000000 Penalty: 5460.320801
	Iteration 24Q: 3 clusters Score -7721840 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -7722328.500000 Penalty: 5460.320801
	Iteration 25Q: 3 clusters Score -7722328 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -7722814.500000 Penalty: 5460.320801
	Iteration 26Q: 3 clusters Score -7722814 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -7723471.500000 Penalty: 5460.320801
	Iteration 27Q: 3 clusters Score -7723472 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -7724230.000000 Penalty: 5460.320801
	Iteration 28Q: 3 clusters Score -7724230 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -7725034.500000 Penalty: 5460.320801
	Iteration 29Q: 3 clusters Score -7725034 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -7725898.500000 Penalty: 5460.320801
	Iteration 30Q: 3 clusters Score -7725898 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -7726830.000000 Penalty: 5460.320801
	Iteration 31Q: 3 clusters Score -7726830 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -7727661.000000 Penalty: 5460.320801
	Iteration 32Q: 3 clusters Score -7727661 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -7728387.500000 Penalty: 5460.320801
	Iteration 33Q: 3 clusters Score -7728388 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -7729095.500000 Penalty: 5460.320801
	Iteration 34Q: 3 clusters Score -7729096 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -7729638.000000 Penalty: 5460.320801
	Iteration 35Q: 3 clusters Score -7729638 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -7730159.000000 Penalty: 5460.320801
	Iteration 36Q: 3 clusters Score -7730159 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -7730549.000000 Penalty: 5460.320801
	Iteration 37Q: 3 clusters Score -7730549 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -7730865.000000 Penalty: 5460.320801
	Iteration 38Q: 3 clusters Score -7730865 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -7731113.000000 Penalty: 5460.320801
	Iteration 39Q: 3 clusters Score -7731113 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55474 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -7731346.000000 Penalty: 5460.320801
	Iteration 40F: 3 clusters Score -7731346 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -7731523.000000 Penalty: 5460.320801
	Iteration 41Q: 3 clusters Score -7731523 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -7731610.000000 Penalty: 5460.320801
	Iteration 42Q: 3 clusters Score -7731610 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -7731690.500000 Penalty: 5460.320801
	Iteration 43Q: 3 clusters Score -7731690 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -7731772.000000 Penalty: 5460.320801
	Iteration 44Q: 3 clusters Score -7731772 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -7731846.000000 Penalty: 5460.320801
	Iteration 45Q: 3 clusters Score -7731846 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57127 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -7731898.500000 Penalty: 5460.320801
	Iteration 46Q: 3 clusters Score -7731898 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57276 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7731914.500000 Penalty: 5460.320801
	Iteration 47Q: 3 clusters Score -7731914 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57394 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -7731956.000000 Penalty: 5460.320801
	Iteration 48Q: 3 clusters Score -7731956 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -7731987.000000 Penalty: 5460.320801
	Iteration 49Q: 3 clusters Score -7731987 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -7732018.500000 Penalty: 5460.320801
	Iteration 50Q: 3 clusters Score -7732018 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7732024.500000 Penalty: 5460.320801
	Iteration 51Q: 3 clusters Score -7732024 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -7732056.000000 Penalty: 5460.320801
	Iteration 52Q: 3 clusters Score -7732056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57796 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -7732069.000000 Penalty: 5460.320801
	Iteration 53Q: 3 clusters Score -7732069 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -7732079.500000 Penalty: 5460.320801
	Iteration 54Q: 3 clusters Score -7732080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57909 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -7732111.500000 Penalty: 5460.320801
	Iteration 55Q: 3 clusters Score -7732112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7732106.500000 Penalty: 5460.320801
	Iteration 56Q: 3 clusters Score -7732106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -7732113.500000 Penalty: 5460.320801
	Iteration 57Q: 3 clusters Score -7732114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -7732112.500000 Penalty: 5460.320801
	Iteration 58Q: 3 clusters Score -7732112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -7732114.000000 Penalty: 5460.320801
	Iteration 59Q: 3 clusters Score -7732114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58063 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -7732135.000000 Penalty: 5460.320801
	Iteration 60F: 3 clusters Score -7732135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7732145.500000 Penalty: 5460.320801
	Iteration 61Q: 3 clusters Score -7732146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7732138.500000 Penalty: 5460.320801
	Iteration 62Q: 3 clusters Score -7732138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7732137.000000 Penalty: 5460.320801
	Iteration 63Q: 3 clusters Score -7732137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -7732134.000000 Penalty: 5460.320801
	Iteration 64Q: 3 clusters Score -7732134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7732136.000000 Penalty: 5460.320801
	Iteration 65Q: 3 clusters Score -7732136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7732148.500000 Penalty: 5460.320801
	Iteration 66Q: 3 clusters Score -7732148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58178 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -7732133.000000 Penalty: 5460.320801
	Iteration 67Q: 3 clusters Score -7732133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7732143.000000 Penalty: 5460.320801
	Iteration 68Q: 3 clusters Score -7732143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7732145.000000 Penalty: 5460.320801
	Iteration 69Q: 3 clusters Score -7732145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58201 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -7732139.500000 Penalty: 5460.320801
	Iteration 70Q: 3 clusters Score -7732140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -7732154.000000 Penalty: 5460.320801
	Iteration 71Q: 3 clusters Score -7732154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7732154.500000 Penalty: 5460.320801
	Iteration 72Q: 3 clusters Score -7732154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -7732150.000000 Penalty: 5460.320801
	Iteration 73Q: 3 clusters Score -7732150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -7732144.500000 Penalty: 5460.320801
	Iteration 74Q: 3 clusters Score -7732144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7732149.500000 Penalty: 5460.320801
	Iteration 75Q: 3 clusters Score -7732150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -7732152.000000 Penalty: 5460.320801
	Iteration 76Q: 3 clusters Score -7732152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -7732146.000000 Penalty: 5460.320801
	Iteration 77Q: 3 clusters Score -7732146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58245 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -7732149.500000 Penalty: 5460.320801
	Iteration 78Q: 3 clusters Score -7732150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -7732153.500000 Penalty: 5460.320801
	Iteration 79Q: 3 clusters Score -7732154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7732151.500000 Penalty: 5460.320801
	Iteration 80F: 3 clusters Score -7732152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (39175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Entering Unmasked Estep 
Score: -5022004.000000 Penalty: 2622.796875
	Iteration 0F: 2 clusters Score -5022004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -4995386.000000 Penalty: 5245.593750
	Iteration 0F: 3 clusters Score -4995386 nChanged 17828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -5005567.500000 Penalty: 5245.593750
	Iteration 1F: 3 clusters Score -5005568 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -5006623.000000 Penalty: 5245.593750
	Iteration 2F: 3 clusters Score -5006623 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -5007920.500000 Penalty: 5245.593750
	Iteration 3F: 3 clusters Score -5007920 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -5009476.000000 Penalty: 5245.593750
	Iteration 4F: 3 clusters Score -5009476 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -5011204.500000 Penalty: 5245.593750
	Iteration 5F: 3 clusters Score -5011204 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -5012995.000000 Penalty: 5245.593750
	Iteration 6F: 3 clusters Score -5012995 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -5014774.000000 Penalty: 5245.593750
	Iteration 7F: 3 clusters Score -5014774 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -5016215.500000 Penalty: 5245.593750
	Iteration 8Q: 3 clusters Score -5016216 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -5017276.500000 Penalty: 5245.593750
	Iteration 9Q: 3 clusters Score -5017276 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -5017976.000000 Penalty: 5245.593750
	Iteration 10Q: 3 clusters Score -5017976 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -5018358.000000 Penalty: 5245.593750
	Iteration 11Q: 3 clusters Score -5018358 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -5018575.500000 Penalty: 5245.593750
	Iteration 12Q: 3 clusters Score -5018576 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -5018757.500000 Penalty: 5245.593750
	Iteration 13Q: 3 clusters Score -5018758 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -5018855.000000 Penalty: 5245.593750
	Iteration 14Q: 3 clusters Score -5018855 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -5018941.000000 Penalty: 5245.593750
	Iteration 15Q: 3 clusters Score -5018941 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -5019024.000000 Penalty: 5245.593750
	Iteration 16Q: 3 clusters Score -5019024 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -5019045.000000 Penalty: 5245.593750
	Iteration 17Q: 3 clusters Score -5019045 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -5019082.000000 Penalty: 5245.593750
	Iteration 18Q: 3 clusters Score -5019082 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -5019131.500000 Penalty: 5245.593750
	Iteration 19Q: 3 clusters Score -5019132 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -5019158.000000 Penalty: 5245.593750
	Iteration 20F: 3 clusters Score -5019158 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -5019172.500000 Penalty: 5245.593750
	Iteration 21Q: 3 clusters Score -5019172 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -5019197.000000 Penalty: 5245.593750
	Iteration 22Q: 3 clusters Score -5019197 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -5019206.000000 Penalty: 5245.593750
	Iteration 23Q: 3 clusters Score -5019206 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -5019209.000000 Penalty: 5245.593750
	Iteration 24Q: 3 clusters Score -5019209 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -5019219.000000 Penalty: 5245.593750
	Iteration 25Q: 3 clusters Score -5019219 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -5019250.000000 Penalty: 5245.593750
	Iteration 26Q: 3 clusters Score -5019250 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -5019264.000000 Penalty: 5245.593750
	Iteration 27Q: 3 clusters Score -5019264 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -5019285.000000 Penalty: 5245.593750
	Iteration 28Q: 3 clusters Score -5019285 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -5019295.500000 Penalty: 5245.593750
	Iteration 29Q: 3 clusters Score -5019296 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -5019324.000000 Penalty: 5245.593750
	Iteration 30Q: 3 clusters Score -5019324 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -5019333.000000 Penalty: 5245.593750
	Iteration 31Q: 3 clusters Score -5019333 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -5019344.000000 Penalty: 5245.593750
	Iteration 32Q: 3 clusters Score -5019344 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -5019366.000000 Penalty: 5245.593750
	Iteration 33Q: 3 clusters Score -5019366 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -5019382.500000 Penalty: 5245.593750
	Iteration 34Q: 3 clusters Score -5019382 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -5019420.500000 Penalty: 5245.593750
	Iteration 35Q: 3 clusters Score -5019420 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -5019460.000000 Penalty: 5245.593750
	Iteration 36Q: 3 clusters Score -5019460 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -5019500.500000 Penalty: 5245.593750
	Iteration 37Q: 3 clusters Score -5019500 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -5019529.000000 Penalty: 5245.593750
	Iteration 38Q: 3 clusters Score -5019529 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -5019588.000000 Penalty: 5245.593750
	Iteration 39Q: 3 clusters Score -5019588 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -5019618.500000 Penalty: 5245.593750
	Iteration 40F: 3 clusters Score -5019618 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -5019678.500000 Penalty: 5245.593750
	Iteration 41Q: 3 clusters Score -5019678 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -5019719.000000 Penalty: 5245.593750
	Iteration 42Q: 3 clusters Score -5019719 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -5019783.000000 Penalty: 5245.593750
	Iteration 43Q: 3 clusters Score -5019783 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -5019827.500000 Penalty: 5245.593750
	Iteration 44Q: 3 clusters Score -5019828 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -5019865.000000 Penalty: 5245.593750
	Iteration 45Q: 3 clusters Score -5019865 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -5019919.500000 Penalty: 5245.593750
	Iteration 46Q: 3 clusters Score -5019920 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -5019958.500000 Penalty: 5245.593750
	Iteration 47Q: 3 clusters Score -5019958 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -5020000.000000 Penalty: 5245.593750
	Iteration 48Q: 3 clusters Score -5020000 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -5020041.000000 Penalty: 5245.593750
	Iteration 49Q: 3 clusters Score -5020041 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -5020060.500000 Penalty: 5245.593750
	Iteration 50Q: 3 clusters Score -5020060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -5020080.500000 Penalty: 5245.593750
	Iteration 51Q: 3 clusters Score -5020080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -5020097.000000 Penalty: 5245.593750
	Iteration 52Q: 3 clusters Score -5020097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -5020109.000000 Penalty: 5245.593750
	Iteration 53Q: 3 clusters Score -5020109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -5020107.000000 Penalty: 5245.593750
	Iteration 54Q: 3 clusters Score -5020107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -5020114.000000 Penalty: 5245.593750
	Iteration 55Q: 3 clusters Score -5020114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -5020126.500000 Penalty: 5245.593750
	Iteration 56Q: 3 clusters Score -5020126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -5020141.500000 Penalty: 5245.593750
	Iteration 57Q: 3 clusters Score -5020142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -5020144.000000 Penalty: 5245.593750
	Iteration 58Q: 3 clusters Score -5020144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -5020152.000000 Penalty: 5245.593750
	Iteration 59Q: 3 clusters Score -5020152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -5020153.000000 Penalty: 5245.593750
	Iteration 60F: 3 clusters Score -5020153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -5020159.500000 Penalty: 5245.593750
	Iteration 61Q: 3 clusters Score -5020160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -5020164.500000 Penalty: 5245.593750
	Iteration 62Q: 3 clusters Score -5020164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -5020164.000000 Penalty: 5245.593750
	Iteration 63Q: 3 clusters Score -5020164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -5020166.000000 Penalty: 5245.593750
	Iteration 64Q: 3 clusters Score -5020166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -5020165.500000 Penalty: 5245.593750
	Iteration 65Q: 3 clusters Score -5020166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -5020160.000000 Penalty: 5245.593750
	Iteration 66Q: 3 clusters Score -5020160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -5020155.000000 Penalty: 5245.593750
	Iteration 67Q: 3 clusters Score -5020155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -5020155.000000 Penalty: 5245.593750
	Iteration 68Q: 3 clusters Score -5020155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -5020155.000000 Penalty: 5245.593750
	Iteration 69Q: 3 clusters Score -5020155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -5020165.000000 Penalty: 5245.593750
	Iteration 70Q: 3 clusters Score -5020165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -5020171.500000 Penalty: 5245.593750
	Iteration 71Q: 3 clusters Score -5020172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -5020174.000000 Penalty: 5245.593750
	Iteration 72Q: 3 clusters Score -5020174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -5020178.000000 Penalty: 5245.593750
	Iteration 73Q: 3 clusters Score -5020178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -5020179.500000 Penalty: 5245.593750
	Iteration 74Q: 3 clusters Score -5020180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -5020180.500000 Penalty: 5245.593750
	Iteration 75Q: 3 clusters Score -5020180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -5020185.000000 Penalty: 5245.593750
	Iteration 76Q: 3 clusters Score -5020185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -5020181.000000 Penalty: 5245.593750
	Iteration 77Q: 3 clusters Score -5020181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -5020183.000000 Penalty: 5245.593750
	Iteration 78Q: 3 clusters Score -5020183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -5020183.000000 Penalty: 5245.593750
	Iteration 79Q: 3 clusters Score -5020183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -5020186.500000 Penalty: 5245.593750
	Iteration 80F: 3 clusters Score -5020186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -5020188.000000 Penalty: 5245.593750
	Iteration 81Q: 3 clusters Score -5020188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -5020192.500000 Penalty: 5245.593750
	Iteration 82Q: 3 clusters Score -5020192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -5020188.500000 Penalty: 5245.593750
	Iteration 83Q: 3 clusters Score -5020188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -5020191.000000 Penalty: 5245.593750
	Iteration 84Q: 3 clusters Score -5020191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -5020193.000000 Penalty: 5245.593750
	Iteration 85Q: 3 clusters Score -5020193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -5020193.000000 Penalty: 5245.593750
	Iteration 86F: 3 clusters Score -5020193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (330748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330748 members 
Entering Unmasked Estep 
Score: -42920164.000000 Penalty: 3151.859863
	Iteration 0F: 2 clusters Score -4.292016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164635 members 
Mstep: Class 2 contains 166113 members 
Entering Unmasked Estep 
Score: -42741440.000000 Penalty: 6303.719727
	Iteration 0F: 3 clusters Score -4.274144e+07 nChanged 160318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149903 members 
Mstep: Class 2 contains 180845 members 
Entering Unmasked Estep 
Score: -42837128.000000 Penalty: 6303.719727
	Iteration 1F: 3 clusters Score -4.283713e+07 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140927 members 
Mstep: Class 2 contains 189821 members 
Entering Unmasked Estep 
Score: -42839652.000000 Penalty: 6303.719727
	Iteration 2Q: 3 clusters Score -4.283965e+07 nChanged 15309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128068 members 
Mstep: Class 2 contains 202680 members 
Entering Unmasked Estep 
Score: -42843932.000000 Penalty: 6303.719727
	Iteration 3Q: 3 clusters Score -4.284393e+07 nChanged 19337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110535 members 
Mstep: Class 2 contains 220213 members 
Entering Unmasked Estep 
Score: -42851560.000000 Penalty: 6303.719727
	Iteration 4F: 3 clusters Score -4.285156e+07 nChanged 22641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89538 members 
Mstep: Class 2 contains 241210 members 
Entering Unmasked Estep 
Score: -42862692.000000 Penalty: 6303.719727
	Iteration 5F: 3 clusters Score -4.286269e+07 nChanged 22818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 262490 members 
Entering Unmasked Estep 
Score: -42876032.000000 Penalty: 6303.719727
	Iteration 6F: 3 clusters Score -4.287603e+07 nChanged 19659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 280569 members 
Entering Unmasked Estep 
Score: -42890016.000000 Penalty: 6303.719727
	Iteration 7F: 3 clusters Score -4.289002e+07 nChanged 14416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 293397 members 
Entering Unmasked Estep 
Score: -42902900.000000 Penalty: 6303.719727
	Iteration 8Q: 3 clusters Score -4.29029e+07 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 302271 members 
Entering Unmasked Estep 
Score: -42916880.000000 Penalty: 6303.719727
	Iteration 9Q: 3 clusters Score -4.291688e+07 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 309660 members 
Entering Unmasked Estep 
Score: -42924280.000000 Penalty: 6303.719727
	Iteration 10Q: 3 clusters Score -4.292428e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 316103 members 
Entering Unmasked Estep 
Score: -42925888.000000 Penalty: 6303.719727
	Iteration 11Q: 3 clusters Score -4.292589e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 321381 members 
Entering Unmasked Estep 
Score: -42923968.000000 Penalty: 6303.719727
	Iteration 12Q: 3 clusters Score -4.292397e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 325207 members 
Entering Unmasked Estep 
Score: -42921644.000000 Penalty: 6303.719727
	Iteration 13Q: 3 clusters Score -4.292164e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 327661 members 
Entering Unmasked Estep 
Score: -42919724.000000 Penalty: 6303.719727
	Iteration 14Q: 3 clusters Score -4.291972e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 329008 members 
Entering Unmasked Estep 
Score: -42918752.000000 Penalty: 6303.719727
	Iteration 15Q: 3 clusters Score -4.291875e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 329686 members 
Entering Unmasked Estep 
Score: -42918276.000000 Penalty: 6303.719727
	Iteration 16Q: 3 clusters Score -4.291828e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 330002 members 
Entering Unmasked Estep 
Score: -42918152.000000 Penalty: 6303.719727
	Iteration 17Q: 3 clusters Score -4.291815e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 330162 members 
Entering Unmasked Estep 
Score: -42918060.000000 Penalty: 6303.719727
	Iteration 18Q: 3 clusters Score -4.291806e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 330250 members 
Entering Unmasked Estep 
Score: -42918004.000000 Penalty: 6303.719727
	Iteration 19Q: 3 clusters Score -4.2918e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 330307 members 
Entering Unmasked Estep 
Score: -42917968.000000 Penalty: 6303.719727
	Iteration 20F: 3 clusters Score -4.291797e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 330340 members 
Entering Unmasked Estep 
Score: -42917976.000000 Penalty: 6303.719727
	Iteration 21Q: 3 clusters Score -4.291798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 330359 members 
Entering Unmasked Estep 
Score: -42917936.000000 Penalty: 6303.719727
	Iteration 22Q: 3 clusters Score -4.291794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 330368 members 
Entering Unmasked Estep 
Score: -42917956.000000 Penalty: 6303.719727
	Iteration 23Q: 3 clusters Score -4.291796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 330371 members 
Entering Unmasked Estep 
Score: -42917928.000000 Penalty: 6303.719727
	Iteration 24Q: 3 clusters Score -4.291793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 330374 members 
Entering Unmasked Estep 
Score: -42917956.000000 Penalty: 6303.719727
	Iteration 25Q: 3 clusters Score -4.291796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 330376 members 
Entering Unmasked Estep 
Score: -42917932.000000 Penalty: 6303.719727
	Iteration 26Q: 3 clusters Score -4.291793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 330379 members 
Entering Unmasked Estep 
Score: -42917924.000000 Penalty: 6303.719727
	Iteration 27Q: 3 clusters Score -4.291792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 330385 members 
Entering Unmasked Estep 
Score: -42917908.000000 Penalty: 6303.719727
	Iteration 28Q: 3 clusters Score -4.291791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 330387 members 
Entering Unmasked Estep 
Score: -42917912.000000 Penalty: 6303.719727
	Iteration 29Q: 3 clusters Score -4.291791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 330389 members 
Entering Unmasked Estep 
Score: -42917904.000000 Penalty: 6303.719727
	Iteration 30Q: 3 clusters Score -4.29179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 330393 members 
Entering Unmasked Estep 
Score: -42917896.000000 Penalty: 6303.719727
	Iteration 31Q: 3 clusters Score -4.29179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 330397 members 
Entering Unmasked Estep 
Score: -42917920.000000 Penalty: 6303.719727
	Iteration 32Q: 3 clusters Score -4.291792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 330398 members 
Entering Unmasked Estep 
Score: -42917912.000000 Penalty: 6303.719727
	Iteration 33Q: 3 clusters Score -4.291791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 330399 members 
Entering Unmasked Estep 
Score: -42917904.000000 Penalty: 6303.719727
	Iteration 34Q: 3 clusters Score -4.29179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 330400 members 
Entering Unmasked Estep 
Score: -42917936.000000 Penalty: 6303.719727
	Iteration 35Q: 3 clusters Score -4.291794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 330400 members 
Entering Unmasked Estep 
Score: -42917936.000000 Penalty: 6303.719727
	Iteration 36F: 3 clusters Score -4.291794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -297259.937500 Penalty: 1925.123779
	Iteration 0F: 2 clusters Score -297259.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -294389.968750 Penalty: 3850.247559
	Iteration 0F: 3 clusters Score -294390 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -294922.062500 Penalty: 3850.247559
	Iteration 1F: 3 clusters Score -294922.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -295048.343750 Penalty: 3850.247559
	Iteration 2F: 3 clusters Score -295048.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -295129.812500 Penalty: 3850.247559
	Iteration 3Q: 3 clusters Score -295129.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -295178.500000 Penalty: 3850.247559
	Iteration 4Q: 3 clusters Score -295178.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -295213.687500 Penalty: 3850.247559
	Iteration 5Q: 3 clusters Score -295213.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -295236.187500 Penalty: 3850.247559
	Iteration 6Q: 3 clusters Score -295236.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -295251.937500 Penalty: 3850.247559
	Iteration 7Q: 3 clusters Score -295251.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -295262.375000 Penalty: 3850.247559
	Iteration 8Q: 3 clusters Score -295262.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -295270.593750 Penalty: 3850.247559
	Iteration 9Q: 3 clusters Score -295270.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -295278.281250 Penalty: 3850.247559
	Iteration 10Q: 3 clusters Score -295278.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -295283.062500 Penalty: 3850.247559
	Iteration 11Q: 3 clusters Score -295283.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -295287.000000 Penalty: 3850.247559
	Iteration 12Q: 3 clusters Score -295287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -295291.562500 Penalty: 3850.247559
	Iteration 13Q: 3 clusters Score -295291.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -295293.531250 Penalty: 3850.247559
	Iteration 14Q: 3 clusters Score -295293.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -295297.000000 Penalty: 3850.247559
	Iteration 15Q: 3 clusters Score -295297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -295299.250000 Penalty: 3850.247559
	Iteration 16Q: 3 clusters Score -295299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -295300.156250 Penalty: 3850.247559
	Iteration 17Q: 3 clusters Score -295300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -295302.125000 Penalty: 3850.247559
	Iteration 18Q: 3 clusters Score -295302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -295302.968750 Penalty: 3850.247559
	Iteration 19Q: 3 clusters Score -295303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -295303.500000 Penalty: 3850.247559
	Iteration 20F: 3 clusters Score -295303.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -295305.875000 Penalty: 3850.247559
	Iteration 21Q: 3 clusters Score -295305.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -295306.843750 Penalty: 3850.247559
	Iteration 22Q: 3 clusters Score -295306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -295307.562500 Penalty: 3850.247559
	Iteration 23Q: 3 clusters Score -295307.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -295307.562500 Penalty: 3850.247559
	Iteration 24F: 3 clusters Score -295307.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Entering Unmasked Estep 
Score: -1806011.750000 Penalty: 2361.112549
	Iteration 0F: 2 clusters Score -1806012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1796011.875000 Penalty: 4722.225098
	Iteration 0F: 3 clusters Score -1796012 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1799014.500000 Penalty: 4722.225098
	Iteration 1F: 3 clusters Score -1799014 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1799303.625000 Penalty: 4722.225098
	Iteration 2F: 3 clusters Score -1799304 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1799493.750000 Penalty: 4722.225098
	Iteration 3Q: 3 clusters Score -1799494 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1799649.750000 Penalty: 4722.225098
	Iteration 4Q: 3 clusters Score -1799650 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1799807.000000 Penalty: 4722.225098
	Iteration 5Q: 3 clusters Score -1799807 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1799966.500000 Penalty: 4722.225098
	Iteration 6Q: 3 clusters Score -1799966 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1800121.625000 Penalty: 4722.225098
	Iteration 7Q: 3 clusters Score -1800122 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1800318.000000 Penalty: 4722.225098
	Iteration 8Q: 3 clusters Score -1800318 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1800567.750000 Penalty: 4722.225098
	Iteration 9Q: 3 clusters Score -1800568 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1800917.375000 Penalty: 4722.225098
	Iteration 10Q: 3 clusters Score -1800917 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1801339.250000 Penalty: 4722.225098
	Iteration 11Q: 3 clusters Score -1801339 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1801798.500000 Penalty: 4722.225098
	Iteration 12Q: 3 clusters Score -1801798 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1802285.250000 Penalty: 4722.225098
	Iteration 13Q: 3 clusters Score -1802285 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1802729.375000 Penalty: 4722.225098
	Iteration 14Q: 3 clusters Score -1802729 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1803107.750000 Penalty: 4722.225098
	Iteration 15Q: 3 clusters Score -1803108 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1803372.500000 Penalty: 4722.225098
	Iteration 16Q: 3 clusters Score -1803372 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1803566.750000 Penalty: 4722.225098
	Iteration 17Q: 3 clusters Score -1803567 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1803702.250000 Penalty: 4722.225098
	Iteration 18Q: 3 clusters Score -1803702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1803771.375000 Penalty: 4722.225098
	Iteration 19Q: 3 clusters Score -1803771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1803826.375000 Penalty: 4722.225098
	Iteration 20F: 3 clusters Score -1803826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1803860.000000 Penalty: 4722.225098
	Iteration 21Q: 3 clusters Score -1803860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1803876.750000 Penalty: 4722.225098
	Iteration 22Q: 3 clusters Score -1803877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1803884.625000 Penalty: 4722.225098
	Iteration 23Q: 3 clusters Score -1803885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1803891.750000 Penalty: 4722.225098
	Iteration 24Q: 3 clusters Score -1803892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1803897.875000 Penalty: 4722.225098
	Iteration 25Q: 3 clusters Score -1803898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1803897.875000 Penalty: 4722.225098
	Iteration 26Q: 3 clusters Score -1803898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1803903.500000 Penalty: 4722.225098
	Iteration 27Q: 3 clusters Score -1803904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1803905.750000 Penalty: 4722.225098
	Iteration 28Q: 3 clusters Score -1803906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1803907.875000 Penalty: 4722.225098
	Iteration 29Q: 3 clusters Score -1803908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1803913.125000 Penalty: 4722.225098
	Iteration 30Q: 3 clusters Score -1803913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1803912.875000 Penalty: 4722.225098
	Iteration 31Q: 3 clusters Score -1803913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1803914.125000 Penalty: 4722.225098
	Iteration 32Q: 3 clusters Score -1803914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1803914.125000 Penalty: 4722.225098
	Iteration 33F: 3 clusters Score -1803914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -287482.250000 Penalty: 1917.518799
	Iteration 0F: 2 clusters Score -287482.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -284632.656250 Penalty: 3835.037598
	Iteration 0F: 3 clusters Score -284632.7 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -285079.187500 Penalty: 3835.037598
	Iteration 1F: 3 clusters Score -285079.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -285214.750000 Penalty: 3835.037598
	Iteration 2F: 3 clusters Score -285214.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -285288.593750 Penalty: 3835.037598
	Iteration 3Q: 3 clusters Score -285288.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -285332.625000 Penalty: 3835.037598
	Iteration 4Q: 3 clusters Score -285332.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -285367.281250 Penalty: 3835.037598
	Iteration 5Q: 3 clusters Score -285367.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -285402.250000 Penalty: 3835.037598
	Iteration 6Q: 3 clusters Score -285402.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -285428.781250 Penalty: 3835.037598
	Iteration 7Q: 3 clusters Score -285428.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -285452.343750 Penalty: 3835.037598
	Iteration 8Q: 3 clusters Score -285452.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -285471.187500 Penalty: 3835.037598
	Iteration 9Q: 3 clusters Score -285471.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -285483.375000 Penalty: 3835.037598
	Iteration 10Q: 3 clusters Score -285483.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -285491.000000 Penalty: 3835.037598
	Iteration 11Q: 3 clusters Score -285491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -285500.468750 Penalty: 3835.037598
	Iteration 12Q: 3 clusters Score -285500.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -285513.750000 Penalty: 3835.037598
	Iteration 13Q: 3 clusters Score -285513.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -285532.812500 Penalty: 3835.037598
	Iteration 14Q: 3 clusters Score -285532.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -285552.250000 Penalty: 3835.037598
	Iteration 15Q: 3 clusters Score -285552.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -285573.468750 Penalty: 3835.037598
	Iteration 16Q: 3 clusters Score -285573.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -285601.312500 Penalty: 3835.037598
	Iteration 17Q: 3 clusters Score -285601.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -285629.500000 Penalty: 3835.037598
	Iteration 18Q: 3 clusters Score -285629.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -285651.812500 Penalty: 3835.037598
	Iteration 19Q: 3 clusters Score -285651.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -285678.281250 Penalty: 3835.037598
	Iteration 20F: 3 clusters Score -285678.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -285705.218750 Penalty: 3835.037598
	Iteration 21Q: 3 clusters Score -285705.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -285731.062500 Penalty: 3835.037598
	Iteration 22Q: 3 clusters Score -285731.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -285753.687500 Penalty: 3835.037598
	Iteration 23Q: 3 clusters Score -285753.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -285776.281250 Penalty: 3835.037598
	Iteration 24Q: 3 clusters Score -285776.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -285791.843750 Penalty: 3835.037598
	Iteration 25Q: 3 clusters Score -285791.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -285800.187500 Penalty: 3835.037598
	Iteration 26Q: 3 clusters Score -285800.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -285806.625000 Penalty: 3835.037598
	Iteration 27Q: 3 clusters Score -285806.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -285812.093750 Penalty: 3835.037598
	Iteration 28Q: 3 clusters Score -285812.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -285816.375000 Penalty: 3835.037598
	Iteration 29Q: 3 clusters Score -285816.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -285819.937500 Penalty: 3835.037598
	Iteration 30Q: 3 clusters Score -285819.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -285822.312500 Penalty: 3835.037598
	Iteration 31Q: 3 clusters Score -285822.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -285825.468750 Penalty: 3835.037598
	Iteration 32Q: 3 clusters Score -285825.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -285828.937500 Penalty: 3835.037598
	Iteration 33Q: 3 clusters Score -285828.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -285830.281250 Penalty: 3835.037598
	Iteration 34Q: 3 clusters Score -285830.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -285833.937500 Penalty: 3835.037598
	Iteration 35Q: 3 clusters Score -285833.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -285837.843750 Penalty: 3835.037598
	Iteration 36Q: 3 clusters Score -285837.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -285840.375000 Penalty: 3835.037598
	Iteration 37Q: 3 clusters Score -285840.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -285845.062500 Penalty: 3835.037598
	Iteration 38Q: 3 clusters Score -285845.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -285847.968750 Penalty: 3835.037598
	Iteration 39Q: 3 clusters Score -285848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -285853.812500 Penalty: 3835.037598
	Iteration 40F: 3 clusters Score -285853.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -285856.875000 Penalty: 3835.037598
	Iteration 41Q: 3 clusters Score -285856.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -285860.593750 Penalty: 3835.037598
	Iteration 42Q: 3 clusters Score -285860.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -285861.937500 Penalty: 3835.037598
	Iteration 43Q: 3 clusters Score -285861.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -285864.781250 Penalty: 3835.037598
	Iteration 44Q: 3 clusters Score -285864.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -285865.781250 Penalty: 3835.037598
	Iteration 45Q: 3 clusters Score -285865.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -285865.781250 Penalty: 3835.037598
	Iteration 46F: 3 clusters Score -285865.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -45377.437500 Penalty: 1480.239502
	Iteration 0F: 2 clusters Score -45377.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44016.046875 Penalty: 2960.479004
	Iteration 0F: 3 clusters Score -44016.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -44225.859375 Penalty: 2960.479004
	Iteration 1F: 3 clusters Score -44225.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44367.601562 Penalty: 2960.479004
	Iteration 2F: 3 clusters Score -44367.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44498.136719 Penalty: 2960.479004
	Iteration 3F: 3 clusters Score -44498.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44568.699219 Penalty: 2960.479004
	Iteration 4Q: 3 clusters Score -44568.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44588.238281 Penalty: 2960.479004
	Iteration 5Q: 3 clusters Score -44588.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44614.816406 Penalty: 2960.479004
	Iteration 6Q: 3 clusters Score -44614.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44622.753906 Penalty: 2960.479004
	Iteration 7Q: 3 clusters Score -44622.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44626.011719 Penalty: 2960.479004
	Iteration 8Q: 3 clusters Score -44626.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44630.695312 Penalty: 2960.479004
	Iteration 9Q: 3 clusters Score -44630.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44630.695312 Penalty: 2960.479004
	Iteration 10F: 3 clusters Score -44630.7 nChanged 0
--- Evaluating fit on full set of 2150037 points ---
Entering Unmasked Estep 
Score: -272221024.000000 Penalty: 97634.343750
24->28 Clusters: Score -272221024.000000, best is -272292256.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 716679 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 30042 members 
Mstep: Class 3 contains 29596 members 
Mstep: Class 4 contains 29858 members 
Mstep: Class 5 contains 29662 members 
Mstep: Class 6 contains 29792 members 
Mstep: Class 7 contains 30190 members 
Mstep: Class 8 contains 29545 members 
Mstep: Class 9 contains 30297 members 
Mstep: Class 10 contains 29631 members 
Mstep: Class 11 contains 30074 members 
Mstep: Class 12 contains 29944 members 
Mstep: Class 13 contains 30048 members 
Mstep: Class 14 contains 29650 members 
Mstep: Class 15 contains 29799 members 
Mstep: Class 16 contains 29848 members 
Mstep: Class 17 contains 29366 members 
Mstep: Class 18 contains 29788 members 
Mstep: Class 19 contains 29936 members 
Mstep: Class 20 contains 29905 members 
Mstep: Class 21 contains 29529 members 
Mstep: Class 22 contains 30125 members 
Mstep: Class 23 contains 29931 members 
Mstep: Class 24 contains 30066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 193.119202 but Gain 3343.632812
Score: -86115872.000000 Penalty: 76903.515625
Iteration 0F: 24 clusters Score -8.611587e+07 nChanged 683244
Entering Unmasked Mstep 
Mstep: Class 0 contains 2503 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 15801 members 
Mstep: Class 3 contains 33157 members 
Mstep: Class 4 contains 67362 members 
Mstep: Class 5 contains 25211 members 
Mstep: Class 6 contains 11611 members 
Mstep: Class 7 contains 41338 members 
Mstep: Class 9 contains 9257 members 
Mstep: Class 10 contains 16161 members 
Mstep: Class 11 contains 16930 members 
Mstep: Class 12 contains 6431 members 
Mstep: Class 13 contains 3888 members 
Mstep: Class 14 contains 23623 members 
Mstep: Class 15 contains 65515 members 
Mstep: Class 16 contains 11084 members 
Mstep: Class 17 contains 99751 members 
Mstep: Class 18 contains 23571 members 
Mstep: Class 19 contains 18629 members 
Mstep: Class 20 contains 5443 members 
Mstep: Class 21 contains 119720 members 
Mstep: Class 22 contains 17041 members 
Mstep: Class 23 contains 34930 members 
Mstep: Class 24 contains 41354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1385.421143 but Gain 3343.632812
Score: -89413568.000000 Penalty: 73559.882812
Iteration 1F: 23 clusters Score -8.941357e+07 nChanged 289855
Entering Unmasked Mstep 
Mstep: Class 0 contains 2259 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 9246 members 
Mstep: Class 3 contains 14032 members 
Mstep: Class 4 contains 60326 members 
Mstep: Class 5 contains 13703 members 
Mstep: Class 6 contains 5166 members 
Mstep: Class 7 contains 64650 members 
Mstep: Class 9 contains 4330 members 
Mstep: Class 10 contains 12837 members 
Mstep: Class 11 contains 10183 members 
Mstep: Class 13 contains 2463 members 
Mstep: Class 14 contains 19996 members 
Mstep: Class 15 contains 81993 members 
Mstep: Class 16 contains 6754 members 
Mstep: Class 17 contains 113585 members 
Mstep: Class 18 contains 8719 members 
Mstep: Class 19 contains 10360 members 
Mstep: Class 20 contains 1928 members 
Mstep: Class 21 contains 171652 members 
Mstep: Class 22 contains 7563 members 
Mstep: Class 23 contains 54905 members 
Mstep: Class 24 contains 36944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 758.694458 but Gain 3343.625000
Score: -90022768.000000 Penalty: 70216.257812
Iteration 2F: 22 clusters Score -9.002277e+07 nChanged 156330
Entering Unmasked Mstep 
Mstep: Class 0 contains 1658 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 8232 members 
Mstep: Class 3 contains 8624 members 
Mstep: Class 4 contains 46399 members 
Mstep: Class 5 contains 10508 members 
Mstep: Class 6 contains 3441 members 
Mstep: Class 7 contains 70279 members 
Mstep: Class 9 contains 3814 members 
Mstep: Class 10 contains 16967 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 13 contains 1483 members 
Mstep: Class 14 contains 18920 members 
Mstep: Class 15 contains 76614 members 
Mstep: Class 16 contains 3745 members 
Mstep: Class 17 contains 111110 members 
Mstep: Class 18 contains 3719 members 
Mstep: Class 19 contains 6720 members 
Mstep: Class 21 contains 203585 members 
Mstep: Class 22 contains 3235 members 
Mstep: Class 23 contains 72173 members 
Mstep: Class 24 contains 35266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2272.297852 but Gain 3343.632812
Score: -90275448.000000 Penalty: 66872.625000
Iteration 3F: 21 clusters Score -9.027545e+07 nChanged 107662
Entering Unmasked Mstep 
Mstep: Class 0 contains 1103 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9239 members 
Mstep: Class 3 contains 7228 members 
Mstep: Class 4 contains 32901 members 
Mstep: Class 5 contains 10269 members 
Mstep: Class 6 contains 3023 members 
Mstep: Class 7 contains 62472 members 
Mstep: Class 9 contains 5119 members 
Mstep: Class 10 contains 21150 members 
Mstep: Class 11 contains 7934 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 20895 members 
Mstep: Class 15 contains 67274 members 
Mstep: Class 17 contains 104893 members 
Mstep: Class 18 contains 2196 members 
Mstep: Class 19 contains 6269 members 
Mstep: Class 21 contains 233019 members 
Mstep: Class 22 contains 2900 members 
Mstep: Class 23 contains 80997 members 
Mstep: Class 24 contains 34763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3252.586670 but Gain 3343.632812
Score: -90468264.000000 Penalty: 63528.992188
Iteration 4F: 20 clusters Score -9.046826e+07 nChanged 84371
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11131 members 
Mstep: Class 3 contains 6305 members 
Mstep: Class 4 contains 21703 members 
Mstep: Class 5 contains 11059 members 
Mstep: Class 6 contains 2713 members 
Mstep: Class 7 contains 53502 members 
Mstep: Class 9 contains 6807 members 
Mstep: Class 10 contains 23364 members 
Mstep: Class 11 contains 8097 members 
Mstep: Class 13 contains 2563 members 
Mstep: Class 14 contains 22403 members 
Mstep: Class 15 contains 57656 members 
Mstep: Class 17 contains 99161 members 
Mstep: Class 19 contains 6843 members 
Mstep: Class 21 contains 257052 members 
Mstep: Class 22 contains 3446 members 
Mstep: Class 23 contains 86431 members 
Mstep: Class 24 contains 34824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3147.749023 but Gain 3343.632812
Score: -90574776.000000 Penalty: 60185.359375
Iteration 5F: 19 clusters Score -9.057478e+07 nChanged 65698
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13359 members 
Mstep: Class 3 contains 5824 members 
Mstep: Class 4 contains 13984 members 
Mstep: Class 5 contains 12195 members 
Mstep: Class 7 contains 47014 members 
Mstep: Class 9 contains 7840 members 
Mstep: Class 10 contains 23651 members 
Mstep: Class 11 contains 8390 members 
Mstep: Class 13 contains 2630 members 
Mstep: Class 14 contains 23365 members 
Mstep: Class 15 contains 49556 members 
Mstep: Class 17 contains 96596 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 21 contains 274502 members 
Mstep: Class 22 contains 3924 members 
Mstep: Class 23 contains 88534 members 
Mstep: Class 24 contains 35029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90618328.000000 Penalty: 60185.359375
Iteration 6F: 19 clusters Score -9.061833e+07 nChanged 50650
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 15982 members 
Mstep: Class 3 contains 5513 members 
Mstep: Class 4 contains 9394 members 
Mstep: Class 5 contains 12720 members 
Mstep: Class 7 contains 42066 members 
Mstep: Class 9 contains 8336 members 
Mstep: Class 10 contains 22810 members 
Mstep: Class 11 contains 8515 members 
Mstep: Class 13 contains 2677 members 
Mstep: Class 14 contains 24009 members 
Mstep: Class 15 contains 43310 members 
Mstep: Class 17 contains 98213 members 
Mstep: Class 19 contains 9900 members 
Mstep: Class 21 contains 283465 members 
Mstep: Class 22 contains 4232 members 
Mstep: Class 23 contains 89001 members 
Mstep: Class 24 contains 34929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90645240.000000 Penalty: 60185.359375
Iteration 7F: 19 clusters Score -9.064524e+07 nChanged 40665
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 18905 members 
Mstep: Class 3 contains 5284 members 
Mstep: Class 4 contains 6704 members 
Mstep: Class 5 contains 13058 members 
Mstep: Class 7 contains 38454 members 
Mstep: Class 9 contains 8636 members 
Mstep: Class 10 contains 21419 members 
Mstep: Class 11 contains 8574 members 
Mstep: Class 13 contains 2740 members 
Mstep: Class 14 contains 24503 members 
Mstep: Class 15 contains 38593 members 
Mstep: Class 17 contains 103315 members 
Mstep: Class 19 contains 11110 members 
Mstep: Class 21 contains 286479 members 
Mstep: Class 22 contains 4320 members 
Mstep: Class 23 contains 88469 members 
Mstep: Class 24 contains 34553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90668040.000000 Penalty: 60185.359375
Iteration 8F: 19 clusters Score -9.066804e+07 nChanged 33159
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 21799 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 5150 members 
Mstep: Class 5 contains 13334 members 
Mstep: Class 7 contains 35722 members 
Mstep: Class 9 contains 8815 members 
Mstep: Class 10 contains 19892 members 
Mstep: Class 11 contains 8646 members 
Mstep: Class 13 contains 2799 members 
Mstep: Class 14 contains 24941 members 
Mstep: Class 15 contains 34765 members 
Mstep: Class 17 contains 110444 members 
Mstep: Class 19 contains 12164 members 
Mstep: Class 21 contains 285851 members 
Mstep: Class 22 contains 4315 members 
Mstep: Class 23 contains 87412 members 
Mstep: Class 24 contains 33961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90684400.000000 Penalty: 60185.359375
Iteration 9Q: 19 clusters Score -9.06844e+07 nChanged 27099
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 24630 members 
Mstep: Class 3 contains 5053 members 
Mstep: Class 4 contains 4334 members 
Mstep: Class 5 contains 13540 members 
Mstep: Class 7 contains 33501 members 
Mstep: Class 9 contains 8899 members 
Mstep: Class 10 contains 18478 members 
Mstep: Class 11 contains 8638 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 25409 members 
Mstep: Class 15 contains 31730 members 
Mstep: Class 17 contains 118938 members 
Mstep: Class 19 contains 13176 members 
Mstep: Class 21 contains 282288 members 
Mstep: Class 22 contains 4331 members 
Mstep: Class 23 contains 86111 members 
Mstep: Class 24 contains 33312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90693736.000000 Penalty: 60185.359375
Iteration 10Q: 19 clusters Score -9.069374e+07 nChanged 23792
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 27078 members 
Mstep: Class 3 contains 4940 members 
Mstep: Class 4 contains 3848 members 
Mstep: Class 5 contains 13728 members 
Mstep: Class 7 contains 31818 members 
Mstep: Class 9 contains 8943 members 
Mstep: Class 10 contains 17455 members 
Mstep: Class 11 contains 8663 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 25917 members 
Mstep: Class 15 contains 29356 members 
Mstep: Class 17 contains 128491 members 
Mstep: Class 19 contains 14025 members 
Mstep: Class 21 contains 276338 members 
Mstep: Class 22 contains 4394 members 
Mstep: Class 23 contains 84770 members 
Mstep: Class 24 contains 32659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90704184.000000 Penalty: 60185.359375
Iteration 11Q: 19 clusters Score -9.070418e+07 nChanged 21795
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 29206 members 
Mstep: Class 3 contains 4776 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 13845 members 
Mstep: Class 7 contains 30520 members 
Mstep: Class 9 contains 8934 members 
Mstep: Class 10 contains 16680 members 
Mstep: Class 11 contains 8682 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 26364 members 
Mstep: Class 15 contains 27468 members 
Mstep: Class 17 contains 138524 members 
Mstep: Class 19 contains 14783 members 
Mstep: Class 21 contains 269287 members 
Mstep: Class 22 contains 4530 members 
Mstep: Class 23 contains 83366 members 
Mstep: Class 24 contains 31923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90713384.000000 Penalty: 60185.359375
Iteration 12Q: 19 clusters Score -9.071338e+07 nChanged 20736
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 31133 members 
Mstep: Class 3 contains 4643 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 13928 members 
Mstep: Class 7 contains 29435 members 
Mstep: Class 9 contains 8947 members 
Mstep: Class 10 contains 15919 members 
Mstep: Class 11 contains 8681 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 26825 members 
Mstep: Class 15 contains 25957 members 
Mstep: Class 17 contains 148913 members 
Mstep: Class 19 contains 15468 members 
Mstep: Class 21 contains 261451 members 
Mstep: Class 22 contains 4715 members 
Mstep: Class 23 contains 81934 members 
Mstep: Class 24 contains 31152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90723656.000000 Penalty: 60185.359375
Iteration 13Q: 19 clusters Score -9.072366e+07 nChanged 21243
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 32954 members 
Mstep: Class 3 contains 4639 members 
Mstep: Class 4 contains 3466 members 
Mstep: Class 5 contains 13943 members 
Mstep: Class 7 contains 28491 members 
Mstep: Class 9 contains 8978 members 
Mstep: Class 10 contains 15222 members 
Mstep: Class 11 contains 8686 members 
Mstep: Class 13 contains 2792 members 
Mstep: Class 14 contains 27316 members 
Mstep: Class 15 contains 24625 members 
Mstep: Class 17 contains 160531 members 
Mstep: Class 19 contains 16053 members 
Mstep: Class 21 contains 252082 members 
Mstep: Class 22 contains 4860 members 
Mstep: Class 23 contains 80489 members 
Mstep: Class 24 contains 30339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90732592.000000 Penalty: 60185.359375
Iteration 14Q: 19 clusters Score -9.073259e+07 nChanged 23525
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 34692 members 
Mstep: Class 3 contains 4637 members 
Mstep: Class 4 contains 3491 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 7 contains 27705 members 
Mstep: Class 9 contains 8944 members 
Mstep: Class 10 contains 14540 members 
Mstep: Class 11 contains 8693 members 
Mstep: Class 13 contains 2790 members 
Mstep: Class 14 contains 27874 members 
Mstep: Class 15 contains 23196 members 
Mstep: Class 17 contains 174764 members 
Mstep: Class 19 contains 16606 members 
Mstep: Class 21 contains 240197 members 
Mstep: Class 22 contains 4993 members 
Mstep: Class 23 contains 78996 members 
Mstep: Class 24 contains 29486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90740336.000000 Penalty: 60185.359375
Iteration 15Q: 19 clusters Score -9.074034e+07 nChanged 25418
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 36282 members 
Mstep: Class 3 contains 4632 members 
Mstep: Class 4 contains 3542 members 
Mstep: Class 5 contains 13824 members 
Mstep: Class 7 contains 27091 members 
Mstep: Class 9 contains 8916 members 
Mstep: Class 10 contains 14055 members 
Mstep: Class 11 contains 8730 members 
Mstep: Class 13 contains 2790 members 
Mstep: Class 14 contains 28462 members 
Mstep: Class 15 contains 21601 members 
Mstep: Class 17 contains 191263 members 
Mstep: Class 19 contains 17120 members 
Mstep: Class 21 contains 226140 members 
Mstep: Class 22 contains 5097 members 
Mstep: Class 23 contains 77502 members 
Mstep: Class 24 contains 28503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90747840.000000 Penalty: 60185.359375
Iteration 16Q: 19 clusters Score -9.074784e+07 nChanged 26982
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 37670 members 
Mstep: Class 3 contains 4634 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 13714 members 
Mstep: Class 7 contains 26558 members 
Mstep: Class 9 contains 8887 members 
Mstep: Class 10 contains 13652 members 
Mstep: Class 11 contains 8795 members 
Mstep: Class 13 contains 2791 members 
Mstep: Class 14 contains 29112 members 
Mstep: Class 15 contains 19897 members 
Mstep: Class 17 contains 209438 members 
Mstep: Class 19 contains 17612 members 
Mstep: Class 21 contains 210321 members 
Mstep: Class 22 contains 5163 members 
Mstep: Class 23 contains 76262 members 
Mstep: Class 24 contains 27431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90753432.000000 Penalty: 60185.359375
Iteration 17Q: 19 clusters Score -9.075343e+07 nChanged 26810
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 38905 members 
Mstep: Class 3 contains 4624 members 
Mstep: Class 4 contains 3648 members 
Mstep: Class 5 contains 13606 members 
Mstep: Class 7 contains 26076 members 
Mstep: Class 9 contains 8812 members 
Mstep: Class 10 contains 13362 members 
Mstep: Class 11 contains 8881 members 
Mstep: Class 13 contains 2790 members 
Mstep: Class 14 contains 29738 members 
Mstep: Class 15 contains 18222 members 
Mstep: Class 17 contains 227891 members 
Mstep: Class 19 contains 18057 members 
Mstep: Class 21 contains 194022 members 
Mstep: Class 22 contains 5219 members 
Mstep: Class 23 contains 75249 members 
Mstep: Class 24 contains 26442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90758592.000000 Penalty: 60185.359375
Iteration 18Q: 19 clusters Score -9.075859e+07 nChanged 24901
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 39925 members 
Mstep: Class 3 contains 4621 members 
Mstep: Class 4 contains 3701 members 
Mstep: Class 5 contains 13521 members 
Mstep: Class 7 contains 25597 members 
Mstep: Class 9 contains 8713 members 
Mstep: Class 10 contains 13267 members 
Mstep: Class 11 contains 8940 members 
Mstep: Class 13 contains 2790 members 
Mstep: Class 14 contains 30313 members 
Mstep: Class 15 contains 16610 members 
Mstep: Class 17 contains 244700 members 
Mstep: Class 19 contains 18455 members 
Mstep: Class 21 contains 178947 members 
Mstep: Class 22 contains 5274 members 
Mstep: Class 23 contains 74603 members 
Mstep: Class 24 contains 25563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90761488.000000 Penalty: 60185.359375
Iteration 19Q: 19 clusters Score -9.076149e+07 nChanged 21829
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 40803 members 
Mstep: Class 3 contains 4613 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 13396 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 9 contains 8590 members 
Mstep: Class 10 contains 13232 members 
Mstep: Class 11 contains 9041 members 
Mstep: Class 13 contains 2790 members 
Mstep: Class 14 contains 30869 members 
Mstep: Class 15 contains 15150 members 
Mstep: Class 17 contains 258252 members 
Mstep: Class 19 contains 18830 members 
Mstep: Class 21 contains 166645 members 
Mstep: Class 22 contains 5321 members 
Mstep: Class 23 contains 74225 members 
Mstep: Class 24 contains 24787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90765320.000000 Penalty: 60185.359375
Iteration 20F: 19 clusters Score -9.076532e+07 nChanged 20166
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 41498 members 
Mstep: Class 3 contains 4601 members 
Mstep: Class 4 contains 3885 members 
Mstep: Class 5 contains 13350 members 
Mstep: Class 7 contains 24756 members 
Mstep: Class 9 contains 8396 members 
Mstep: Class 10 contains 13405 members 
Mstep: Class 11 contains 9154 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 31429 members 
Mstep: Class 15 contains 13739 members 
Mstep: Class 17 contains 269784 members 
Mstep: Class 19 contains 19197 members 
Mstep: Class 21 contains 156316 members 
Mstep: Class 22 contains 5332 members 
Mstep: Class 23 contains 73733 members 
Mstep: Class 24 contains 24047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90768232.000000 Penalty: 60185.359375
Iteration 21Q: 19 clusters Score -9.076823e+07 nChanged 18484
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 42074 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 4091 members 
Mstep: Class 5 contains 13294 members 
Mstep: Class 7 contains 24371 members 
Mstep: Class 9 contains 8202 members 
Mstep: Class 10 contains 13575 members 
Mstep: Class 11 contains 9256 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 31906 members 
Mstep: Class 15 contains 12400 members 
Mstep: Class 17 contains 278073 members 
Mstep: Class 19 contains 19544 members 
Mstep: Class 21 contains 148975 members 
Mstep: Class 22 contains 5393 members 
Mstep: Class 23 contains 73477 members 
Mstep: Class 24 contains 23321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90771704.000000 Penalty: 60185.359375
Iteration 22Q: 19 clusters Score -9.07717e+07 nChanged 16726
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 42533 members 
Mstep: Class 3 contains 4593 members 
Mstep: Class 4 contains 4328 members 
Mstep: Class 5 contains 13295 members 
Mstep: Class 7 contains 24018 members 
Mstep: Class 9 contains 7995 members 
Mstep: Class 10 contains 13740 members 
Mstep: Class 11 contains 9347 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 32319 members 
Mstep: Class 15 contains 11095 members 
Mstep: Class 17 contains 283919 members 
Mstep: Class 19 contains 19864 members 
Mstep: Class 21 contains 144141 members 
Mstep: Class 22 contains 5482 members 
Mstep: Class 23 contains 73160 members 
Mstep: Class 24 contains 22673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90774560.000000 Penalty: 60185.359375
Iteration 23Q: 19 clusters Score -9.077456e+07 nChanged 15286
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 42959 members 
Mstep: Class 3 contains 4590 members 
Mstep: Class 4 contains 4680 members 
Mstep: Class 5 contains 13337 members 
Mstep: Class 7 contains 23725 members 
Mstep: Class 9 contains 7787 members 
Mstep: Class 10 contains 13890 members 
Mstep: Class 11 contains 9408 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 32708 members 
Mstep: Class 15 contains 9901 members 
Mstep: Class 17 contains 287707 members 
Mstep: Class 19 contains 20130 members 
Mstep: Class 21 contains 141226 members 
Mstep: Class 22 contains 5568 members 
Mstep: Class 23 contains 72788 members 
Mstep: Class 24 contains 22068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90777344.000000 Penalty: 60185.359375
Iteration 24Q: 19 clusters Score -9.077734e+07 nChanged 13500
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 43332 members 
Mstep: Class 3 contains 4589 members 
Mstep: Class 4 contains 5074 members 
Mstep: Class 5 contains 13390 members 
Mstep: Class 7 contains 23464 members 
Mstep: Class 9 contains 7610 members 
Mstep: Class 10 contains 14022 members 
Mstep: Class 11 contains 9476 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 33116 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 17 contains 289983 members 
Mstep: Class 19 contains 20349 members 
Mstep: Class 21 contains 139641 members 
Mstep: Class 22 contains 5659 members 
Mstep: Class 23 contains 72314 members 
Mstep: Class 24 contains 21484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90780064.000000 Penalty: 60185.359375
Iteration 25Q: 19 clusters Score -9.078006e+07 nChanged 12205
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 43610 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 5502 members 
Mstep: Class 5 contains 13477 members 
Mstep: Class 7 contains 23219 members 
Mstep: Class 9 contains 7429 members 
Mstep: Class 10 contains 14142 members 
Mstep: Class 11 contains 9538 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 33489 members 
Mstep: Class 15 contains 8155 members 
Mstep: Class 17 contains 291222 members 
Mstep: Class 19 contains 20555 members 
Mstep: Class 21 contains 139025 members 
Mstep: Class 22 contains 5744 members 
Mstep: Class 23 contains 71809 members 
Mstep: Class 24 contains 20967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90781464.000000 Penalty: 60185.359375
Iteration 26Q: 19 clusters Score -9.078146e+07 nChanged 10977
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 43845 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 5938 members 
Mstep: Class 5 contains 13586 members 
Mstep: Class 7 contains 22977 members 
Mstep: Class 9 contains 7240 members 
Mstep: Class 10 contains 14259 members 
Mstep: Class 11 contains 9582 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 33862 members 
Mstep: Class 15 contains 7511 members 
Mstep: Class 17 contains 291346 members 
Mstep: Class 19 contains 20765 members 
Mstep: Class 21 contains 139355 members 
Mstep: Class 22 contains 5830 members 
Mstep: Class 23 contains 71233 members 
Mstep: Class 24 contains 20547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90783296.000000 Penalty: 60185.359375
Iteration 27Q: 19 clusters Score -9.07833e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 43992 members 
Mstep: Class 3 contains 4585 members 
Mstep: Class 4 contains 6309 members 
Mstep: Class 5 contains 13693 members 
Mstep: Class 7 contains 22802 members 
Mstep: Class 9 contains 7063 members 
Mstep: Class 10 contains 14350 members 
Mstep: Class 11 contains 9622 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 34233 members 
Mstep: Class 15 contains 7008 members 
Mstep: Class 17 contains 290590 members 
Mstep: Class 19 contains 20990 members 
Mstep: Class 21 contains 140543 members 
Mstep: Class 22 contains 5920 members 
Mstep: Class 23 contains 70614 members 
Mstep: Class 24 contains 20149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90784040.000000 Penalty: 60185.359375
Iteration 28Q: 19 clusters Score -9.078404e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 44074 members 
Mstep: Class 3 contains 4585 members 
Mstep: Class 4 contains 6660 members 
Mstep: Class 5 contains 13801 members 
Mstep: Class 7 contains 22693 members 
Mstep: Class 9 contains 6899 members 
Mstep: Class 10 contains 14426 members 
Mstep: Class 11 contains 9659 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 34628 members 
Mstep: Class 15 contains 6622 members 
Mstep: Class 17 contains 289074 members 
Mstep: Class 19 contains 21149 members 
Mstep: Class 21 contains 142404 members 
Mstep: Class 22 contains 5992 members 
Mstep: Class 23 contains 69978 members 
Mstep: Class 24 contains 19822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90784504.000000 Penalty: 60185.359375
Iteration 29Q: 19 clusters Score -9.07845e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 44101 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 6987 members 
Mstep: Class 5 contains 13898 members 
Mstep: Class 7 contains 22544 members 
Mstep: Class 9 contains 6776 members 
Mstep: Class 10 contains 14486 members 
Mstep: Class 11 contains 9701 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 35033 members 
Mstep: Class 15 contains 6301 members 
Mstep: Class 17 contains 286930 members 
Mstep: Class 19 contains 21313 members 
Mstep: Class 21 contains 144799 members 
Mstep: Class 22 contains 6083 members 
Mstep: Class 23 contains 69404 members 
Mstep: Class 24 contains 19536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90784680.000000 Penalty: 60185.359375
Iteration 30Q: 19 clusters Score -9.078468e+07 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 44080 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 7301 members 
Mstep: Class 5 contains 13990 members 
Mstep: Class 7 contains 22412 members 
Mstep: Class 9 contains 6692 members 
Mstep: Class 10 contains 14563 members 
Mstep: Class 11 contains 9734 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 35415 members 
Mstep: Class 15 contains 6034 members 
Mstep: Class 17 contains 284225 members 
Mstep: Class 19 contains 21462 members 
Mstep: Class 21 contains 147729 members 
Mstep: Class 22 contains 6173 members 
Mstep: Class 23 contains 68824 members 
Mstep: Class 24 contains 19265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90785800.000000 Penalty: 60185.359375
Iteration 31Q: 19 clusters Score -9.07858e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 44061 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 7582 members 
Mstep: Class 5 contains 14073 members 
Mstep: Class 7 contains 22242 members 
Mstep: Class 9 contains 6622 members 
Mstep: Class 10 contains 14613 members 
Mstep: Class 11 contains 9777 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 35809 members 
Mstep: Class 15 contains 5854 members 
Mstep: Class 17 contains 280986 members 
Mstep: Class 19 contains 21603 members 
Mstep: Class 21 contains 151112 members 
Mstep: Class 22 contains 6282 members 
Mstep: Class 23 contains 68242 members 
Mstep: Class 24 contains 19051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90786784.000000 Penalty: 60185.359375
Iteration 32Q: 19 clusters Score -9.078678e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 43999 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 7853 members 
Mstep: Class 5 contains 14158 members 
Mstep: Class 7 contains 22119 members 
Mstep: Class 9 contains 6583 members 
Mstep: Class 10 contains 14654 members 
Mstep: Class 11 contains 9808 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 36181 members 
Mstep: Class 15 contains 5741 members 
Mstep: Class 17 contains 276941 members 
Mstep: Class 19 contains 21696 members 
Mstep: Class 21 contains 155303 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 67667 members 
Mstep: Class 24 contains 18832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90787392.000000 Penalty: 60185.359375
Iteration 33Q: 19 clusters Score -9.078739e+07 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 43957 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 8085 members 
Mstep: Class 5 contains 14249 members 
Mstep: Class 7 contains 22039 members 
Mstep: Class 9 contains 6560 members 
Mstep: Class 10 contains 14624 members 
Mstep: Class 11 contains 9845 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 36553 members 
Mstep: Class 15 contains 5724 members 
Mstep: Class 17 contains 272055 members 
Mstep: Class 19 contains 21772 members 
Mstep: Class 21 contains 160264 members 
Mstep: Class 22 contains 6507 members 
Mstep: Class 23 contains 67089 members 
Mstep: Class 24 contains 18620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90787536.000000 Penalty: 60185.359375
Iteration 34Q: 19 clusters Score -9.078754e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 43853 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 8279 members 
Mstep: Class 5 contains 14311 members 
Mstep: Class 7 contains 21943 members 
Mstep: Class 9 contains 6511 members 
Mstep: Class 10 contains 14605 members 
Mstep: Class 11 contains 9857 members 
Mstep: Class 13 contains 2782 members 
Mstep: Class 14 contains 36923 members 
Mstep: Class 15 contains 5712 members 
Mstep: Class 17 contains 266571 members 
Mstep: Class 19 contains 21870 members 
Mstep: Class 21 contains 165912 members 
Mstep: Class 22 contains 6632 members 
Mstep: Class 23 contains 66543 members 
Mstep: Class 24 contains 18436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90788752.000000 Penalty: 60185.359375
Iteration 35Q: 19 clusters Score -9.078875e+07 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 43689 members 
Mstep: Class 3 contains 4585 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 14371 members 
Mstep: Class 7 contains 21832 members 
Mstep: Class 9 contains 6471 members 
Mstep: Class 10 contains 14544 members 
Mstep: Class 11 contains 9877 members 
Mstep: Class 13 contains 2782 members 
Mstep: Class 14 contains 37278 members 
Mstep: Class 15 contains 5736 members 
Mstep: Class 17 contains 260533 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 21 contains 172265 members 
Mstep: Class 22 contains 6739 members 
Mstep: Class 23 contains 65977 members 
Mstep: Class 24 contains 18215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90789600.000000 Penalty: 60185.359375
Iteration 36Q: 19 clusters Score -9.07896e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 43510 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 8661 members 
Mstep: Class 5 contains 14395 members 
Mstep: Class 7 contains 21748 members 
Mstep: Class 9 contains 6436 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 9911 members 
Mstep: Class 13 contains 2782 members 
Mstep: Class 14 contains 37610 members 
Mstep: Class 15 contains 5767 members 
Mstep: Class 17 contains 254443 members 
Mstep: Class 19 contains 22053 members 
Mstep: Class 21 contains 178707 members 
Mstep: Class 22 contains 6848 members 
Mstep: Class 23 contains 65416 members 
Mstep: Class 24 contains 17988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90790832.000000 Penalty: 60185.359375
Iteration 37Q: 19 clusters Score -9.079083e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 43317 members 
Mstep: Class 3 contains 4589 members 
Mstep: Class 4 contains 8820 members 
Mstep: Class 5 contains 14415 members 
Mstep: Class 7 contains 21667 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 10 contains 14495 members 
Mstep: Class 11 contains 9948 members 
Mstep: Class 13 contains 2782 members 
Mstep: Class 14 contains 37895 members 
Mstep: Class 15 contains 5782 members 
Mstep: Class 17 contains 248587 members 
Mstep: Class 19 contains 22120 members 
Mstep: Class 21 contains 184984 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 64846 members 
Mstep: Class 24 contains 17783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90792272.000000 Penalty: 60185.359375
Iteration 38Q: 19 clusters Score -9.079227e+07 nChanged 9451
Entering ConstructFrom: 
Score: -90792272.000000 Penalty: 60185.359375
Entering ConstructFrom: 
Trying to split cluster 1 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -141036.390625 Penalty: 1769.255249
	Iteration 0F: 2 clusters Score -141036.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -138995.046875 Penalty: 3538.510498
	Iteration 0F: 3 clusters Score -138995 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -139528.328125 Penalty: 3538.510498
	Iteration 1F: 3 clusters Score -139528.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -139903.078125 Penalty: 3538.510498
	Iteration 2F: 3 clusters Score -139903.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -140240.421875 Penalty: 3538.510498
	Iteration 3F: 3 clusters Score -140240.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -140541.609375 Penalty: 3538.510498
	Iteration 4F: 3 clusters Score -140541.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -140826.593750 Penalty: 3538.510498
	Iteration 5F: 3 clusters Score -140826.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -141084.437500 Penalty: 3538.510498
	Iteration 6Q: 3 clusters Score -141084.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -141381.343750 Penalty: 3538.510498
	Iteration 7Q: 3 clusters Score -141381.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -141580.390625 Penalty: 3538.510498
	Iteration 8Q: 3 clusters Score -141580.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -141672.140625 Penalty: 3538.510498
	Iteration 9Q: 3 clusters Score -141672.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -141677.718750 Penalty: 3538.510498
	Iteration 10Q: 3 clusters Score -141677.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -141689.328125 Penalty: 3538.510498
	Iteration 11Q: 3 clusters Score -141689.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -141697.906250 Penalty: 3538.510498
	Iteration 12Q: 3 clusters Score -141697.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -141704.515625 Penalty: 3538.510498
	Iteration 13Q: 3 clusters Score -141704.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -141706.625000 Penalty: 3538.510498
	Iteration 14Q: 3 clusters Score -141706.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -141706.625000 Penalty: 3538.510498
	Iteration 15F: 3 clusters Score -141706.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 43144 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 8967 members 
Mstep: Class 5 contains 14460 members 
Mstep: Class 6 contains 482 members 
Mstep: Class 7 contains 21603 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 13 contains 2782 members 
Mstep: Class 14 contains 38190 members 
Mstep: Class 15 contains 5820 members 
Mstep: Class 17 contains 243200 members 
Mstep: Class 19 contains 22197 members 
Mstep: Class 21 contains 190666 members 
Mstep: Class 22 contains 7041 members 
Mstep: Class 23 contains 64308 members 
Mstep: Class 24 contains 17575 members 
Entering Unmasked Estep 
Score: -90790912.000000 Penalty: 63528.992188
Splitting cluster 1 changes total score from -90792272.000000 to -90790912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (43144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Entering Unmasked Estep 
Score: -5495561.000000 Penalty: 2646.729980
	Iteration 0F: 2 clusters Score -5495561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -5466271.500000 Penalty: 5293.459961
	Iteration 0F: 3 clusters Score -5466272 nChanged 19949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -5477677.500000 Penalty: 5293.459961
	Iteration 1F: 3 clusters Score -5477678 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -5478510.500000 Penalty: 5293.459961
	Iteration 2Q: 3 clusters Score -5478510 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -5479456.000000 Penalty: 5293.459961
	Iteration 3Q: 3 clusters Score -5479456 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -5480589.000000 Penalty: 5293.459961
	Iteration 4Q: 3 clusters Score -5480589 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -5481975.000000 Penalty: 5293.459961
	Iteration 5F: 3 clusters Score -5481975 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -5483529.500000 Penalty: 5293.459961
	Iteration 6F: 3 clusters Score -5483530 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -5485088.500000 Penalty: 5293.459961
	Iteration 7F: 3 clusters Score -5485088 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -5486721.500000 Penalty: 5293.459961
	Iteration 8F: 3 clusters Score -5486722 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -5488255.000000 Penalty: 5293.459961
	Iteration 9F: 3 clusters Score -5488255 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -5489673.000000 Penalty: 5293.459961
	Iteration 10Q: 3 clusters Score -5489673 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -5490762.500000 Penalty: 5293.459961
	Iteration 11Q: 3 clusters Score -5490762 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -5491563.000000 Penalty: 5293.459961
	Iteration 12Q: 3 clusters Score -5491563 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5492110.500000 Penalty: 5293.459961
	Iteration 13Q: 3 clusters Score -5492110 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5492483.000000 Penalty: 5293.459961
	Iteration 14Q: 3 clusters Score -5492483 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5492753.500000 Penalty: 5293.459961
	Iteration 15Q: 3 clusters Score -5492754 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5492928.500000 Penalty: 5293.459961
	Iteration 16Q: 3 clusters Score -5492928 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5493061.000000 Penalty: 5293.459961
	Iteration 17Q: 3 clusters Score -5493061 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5493155.500000 Penalty: 5293.459961
	Iteration 18Q: 3 clusters Score -5493156 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5493227.500000 Penalty: 5293.459961
	Iteration 19Q: 3 clusters Score -5493228 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5493277.000000 Penalty: 5293.459961
	Iteration 20F: 3 clusters Score -5493277 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5493310.000000 Penalty: 5293.459961
	Iteration 21Q: 3 clusters Score -5493310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5493325.500000 Penalty: 5293.459961
	Iteration 22Q: 3 clusters Score -5493326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5493343.500000 Penalty: 5293.459961
	Iteration 23Q: 3 clusters Score -5493344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5493363.500000 Penalty: 5293.459961
	Iteration 24Q: 3 clusters Score -5493364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5493378.000000 Penalty: 5293.459961
	Iteration 25Q: 3 clusters Score -5493378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5493399.000000 Penalty: 5293.459961
	Iteration 26Q: 3 clusters Score -5493399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5493405.000000 Penalty: 5293.459961
	Iteration 27Q: 3 clusters Score -5493405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5493407.000000 Penalty: 5293.459961
	Iteration 28Q: 3 clusters Score -5493407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5493411.500000 Penalty: 5293.459961
	Iteration 29Q: 3 clusters Score -5493412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5493413.000000 Penalty: 5293.459961
	Iteration 30Q: 3 clusters Score -5493413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5493413.000000 Penalty: 5293.459961
	Iteration 31Q: 3 clusters Score -5493413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5493413.000000 Penalty: 5293.459961
	Iteration 32F: 3 clusters Score -5493413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Entering Unmasked Estep 
Score: -574599.000000 Penalty: 2090.937256
	Iteration 0F: 2 clusters Score -574599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -570301.500000 Penalty: 4181.874512
	Iteration 0F: 3 clusters Score -570301.5 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -571284.125000 Penalty: 4181.874512
	Iteration 1F: 3 clusters Score -571284.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -571488.187500 Penalty: 4181.874512
	Iteration 2F: 3 clusters Score -571488.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -571625.312500 Penalty: 4181.874512
	Iteration 3Q: 3 clusters Score -571625.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -571723.500000 Penalty: 4181.874512
	Iteration 4Q: 3 clusters Score -571723.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -571800.000000 Penalty: 4181.874512
	Iteration 5Q: 3 clusters Score -571800 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -571875.750000 Penalty: 4181.874512
	Iteration 6Q: 3 clusters Score -571875.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -571950.750000 Penalty: 4181.874512
	Iteration 7Q: 3 clusters Score -571950.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -572017.187500 Penalty: 4181.874512
	Iteration 8Q: 3 clusters Score -572017.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -572083.000000 Penalty: 4181.874512
	Iteration 9Q: 3 clusters Score -572083 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -572146.937500 Penalty: 4181.874512
	Iteration 10Q: 3 clusters Score -572146.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -572235.750000 Penalty: 4181.874512
	Iteration 11Q: 3 clusters Score -572235.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -572346.125000 Penalty: 4181.874512
	Iteration 12Q: 3 clusters Score -572346.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -572522.375000 Penalty: 4181.874512
	Iteration 13Q: 3 clusters Score -572522.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -572721.500000 Penalty: 4181.874512
	Iteration 14Q: 3 clusters Score -572721.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -572971.812500 Penalty: 4181.874512
	Iteration 15Q: 3 clusters Score -572971.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -573261.500000 Penalty: 4181.874512
	Iteration 16Q: 3 clusters Score -573261.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -573635.187500 Penalty: 4181.874512
	Iteration 17Q: 3 clusters Score -573635.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -574141.875000 Penalty: 4181.874512
	Iteration 18F: 3 clusters Score -574141.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -574581.125000 Penalty: 4181.874512
	Iteration 19Q: 3 clusters Score -574581.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -574880.500000 Penalty: 4181.874512
	Iteration 20F: 3 clusters Score -574880.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -575038.875000 Penalty: 4181.874512
	Iteration 21Q: 3 clusters Score -575038.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -575147.125000 Penalty: 4181.874512
	Iteration 22Q: 3 clusters Score -575147.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -575264.437500 Penalty: 4181.874512
	Iteration 23Q: 3 clusters Score -575264.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -575473.187500 Penalty: 4181.874512
	Iteration 24Q: 3 clusters Score -575473.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -575733.875000 Penalty: 4181.874512
	Iteration 25Q: 3 clusters Score -575733.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -575769.687500 Penalty: 4181.874512
	Iteration 26Q: 3 clusters Score -575769.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -575770.875000 Penalty: 4181.874512
	Iteration 27Q: 3 clusters Score -575770.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -575772.687500 Penalty: 4181.874512
	Iteration 28Q: 3 clusters Score -575772.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -575772.375000 Penalty: 4181.874512
	Iteration 29Q: 3 clusters Score -575772.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -575772.375000 Penalty: 4181.874512
	Iteration 30F: 3 clusters Score -575772.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 43144 members 
Mstep: Class 3 contains 2289 members 
Mstep: Class 4 contains 8967 members 
Mstep: Class 5 contains 14460 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 21603 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 13 contains 2782 members 
Mstep: Class 14 contains 38190 members 
Mstep: Class 15 contains 5820 members 
Mstep: Class 17 contains 243200 members 
Mstep: Class 19 contains 22197 members 
Mstep: Class 21 contains 190666 members 
Mstep: Class 22 contains 7041 members 
Mstep: Class 23 contains 64308 members 
Mstep: Class 24 contains 17575 members 
Entering Unmasked Estep 
Score: -90791648.000000 Penalty: 63528.992188
Splitting cluster 3 changes total score from -90792272.000000 to -90791648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (8967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Entering Unmasked Estep 
Score: -1188755.125000 Penalty: 2257.124023
	Iteration 0F: 2 clusters Score -1188755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1181685.625000 Penalty: 4514.248047
	Iteration 0F: 3 clusters Score -1181686 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1183664.125000 Penalty: 4514.248047
	Iteration 1F: 3 clusters Score -1183664 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1183943.500000 Penalty: 4514.248047
	Iteration 2F: 3 clusters Score -1183944 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1184125.125000 Penalty: 4514.248047
	Iteration 3Q: 3 clusters Score -1184125 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1184270.625000 Penalty: 4514.248047
	Iteration 4Q: 3 clusters Score -1184271 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1184382.500000 Penalty: 4514.248047
	Iteration 5Q: 3 clusters Score -1184382 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1184479.750000 Penalty: 4514.248047
	Iteration 6Q: 3 clusters Score -1184480 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1184574.875000 Penalty: 4514.248047
	Iteration 7Q: 3 clusters Score -1184575 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1184683.000000 Penalty: 4514.248047
	Iteration 8Q: 3 clusters Score -1184683 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1184811.250000 Penalty: 4514.248047
	Iteration 9Q: 3 clusters Score -1184811 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1184953.875000 Penalty: 4514.248047
	Iteration 10Q: 3 clusters Score -1184954 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1185128.125000 Penalty: 4514.248047
	Iteration 11Q: 3 clusters Score -1185128 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1185323.625000 Penalty: 4514.248047
	Iteration 12Q: 3 clusters Score -1185324 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1185553.875000 Penalty: 4514.248047
	Iteration 13Q: 3 clusters Score -1185554 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1185784.125000 Penalty: 4514.248047
	Iteration 14Q: 3 clusters Score -1185784 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1185987.250000 Penalty: 4514.248047
	Iteration 15Q: 3 clusters Score -1185987 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1186200.500000 Penalty: 4514.248047
	Iteration 16Q: 3 clusters Score -1186200 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1186393.375000 Penalty: 4514.248047
	Iteration 17Q: 3 clusters Score -1186393 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1186556.000000 Penalty: 4514.248047
	Iteration 18Q: 3 clusters Score -1186556 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1186674.375000 Penalty: 4514.248047
	Iteration 19Q: 3 clusters Score -1186674 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1186745.875000 Penalty: 4514.248047
	Iteration 20F: 3 clusters Score -1186746 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1186802.375000 Penalty: 4514.248047
	Iteration 21Q: 3 clusters Score -1186802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1186836.000000 Penalty: 4514.248047
	Iteration 22Q: 3 clusters Score -1186836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1186862.000000 Penalty: 4514.248047
	Iteration 23Q: 3 clusters Score -1186862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1186883.500000 Penalty: 4514.248047
	Iteration 24Q: 3 clusters Score -1186884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1186898.875000 Penalty: 4514.248047
	Iteration 25Q: 3 clusters Score -1186899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1186910.375000 Penalty: 4514.248047
	Iteration 26Q: 3 clusters Score -1186910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1186923.000000 Penalty: 4514.248047
	Iteration 27Q: 3 clusters Score -1186923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1186928.125000 Penalty: 4514.248047
	Iteration 28Q: 3 clusters Score -1186928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1186935.750000 Penalty: 4514.248047
	Iteration 29Q: 3 clusters Score -1186936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1186939.375000 Penalty: 4514.248047
	Iteration 30Q: 3 clusters Score -1186939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1186939.125000 Penalty: 4514.248047
	Iteration 31Q: 3 clusters Score -1186939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1186938.875000 Penalty: 4514.248047
	Iteration 32Q: 3 clusters Score -1186939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1186938.875000 Penalty: 4514.248047
	Iteration 33F: 3 clusters Score -1186939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Entering Unmasked Estep 
Score: -1885074.625000 Penalty: 2375.627197
	Iteration 0F: 2 clusters Score -1885075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1874493.750000 Penalty: 4751.254395
	Iteration 0F: 3 clusters Score -1874494 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1877995.500000 Penalty: 4751.254395
	Iteration 1F: 3 clusters Score -1877996 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1878351.750000 Penalty: 4751.254395
	Iteration 2F: 3 clusters Score -1878352 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1878612.375000 Penalty: 4751.254395
	Iteration 3Q: 3 clusters Score -1878612 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1878827.250000 Penalty: 4751.254395
	Iteration 4Q: 3 clusters Score -1878827 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1878997.500000 Penalty: 4751.254395
	Iteration 5Q: 3 clusters Score -1878998 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1879146.250000 Penalty: 4751.254395
	Iteration 6Q: 3 clusters Score -1879146 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1879270.000000 Penalty: 4751.254395
	Iteration 7Q: 3 clusters Score -1879270 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1879398.500000 Penalty: 4751.254395
	Iteration 8Q: 3 clusters Score -1879398 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1879528.375000 Penalty: 4751.254395
	Iteration 9Q: 3 clusters Score -1879528 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1879659.250000 Penalty: 4751.254395
	Iteration 10Q: 3 clusters Score -1879659 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1879793.250000 Penalty: 4751.254395
	Iteration 11Q: 3 clusters Score -1879793 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1879935.750000 Penalty: 4751.254395
	Iteration 12Q: 3 clusters Score -1879936 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1880119.375000 Penalty: 4751.254395
	Iteration 13Q: 3 clusters Score -1880119 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1880333.750000 Penalty: 4751.254395
	Iteration 14Q: 3 clusters Score -1880334 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1880571.000000 Penalty: 4751.254395
	Iteration 15Q: 3 clusters Score -1880571 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1880833.750000 Penalty: 4751.254395
	Iteration 16Q: 3 clusters Score -1880834 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1881149.375000 Penalty: 4751.254395
	Iteration 17Q: 3 clusters Score -1881149 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1881500.500000 Penalty: 4751.254395
	Iteration 18Q: 3 clusters Score -1881500 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1881867.875000 Penalty: 4751.254395
	Iteration 19Q: 3 clusters Score -1881868 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1882178.125000 Penalty: 4751.254395
	Iteration 20F: 3 clusters Score -1882178 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1882444.250000 Penalty: 4751.254395
	Iteration 21Q: 3 clusters Score -1882444 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1882676.625000 Penalty: 4751.254395
	Iteration 22Q: 3 clusters Score -1882677 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1882889.875000 Penalty: 4751.254395
	Iteration 23Q: 3 clusters Score -1882890 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1883056.625000 Penalty: 4751.254395
	Iteration 24Q: 3 clusters Score -1883057 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1883181.125000 Penalty: 4751.254395
	Iteration 25Q: 3 clusters Score -1883181 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1883259.375000 Penalty: 4751.254395
	Iteration 26Q: 3 clusters Score -1883259 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1883311.375000 Penalty: 4751.254395
	Iteration 27Q: 3 clusters Score -1883311 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1883345.500000 Penalty: 4751.254395
	Iteration 28Q: 3 clusters Score -1883346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1883369.250000 Penalty: 4751.254395
	Iteration 29Q: 3 clusters Score -1883369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1883384.375000 Penalty: 4751.254395
	Iteration 30Q: 3 clusters Score -1883384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1883398.125000 Penalty: 4751.254395
	Iteration 31Q: 3 clusters Score -1883398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1883402.875000 Penalty: 4751.254395
	Iteration 32Q: 3 clusters Score -1883403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1883405.500000 Penalty: 4751.254395
	Iteration 33Q: 3 clusters Score -1883406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1883405.875000 Penalty: 4751.254395
	Iteration 34Q: 3 clusters Score -1883406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1883411.250000 Penalty: 4751.254395
	Iteration 35Q: 3 clusters Score -1883411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1883415.625000 Penalty: 4751.254395
	Iteration 36Q: 3 clusters Score -1883416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1883422.250000 Penalty: 4751.254395
	Iteration 37Q: 3 clusters Score -1883422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1883422.500000 Penalty: 4751.254395
	Iteration 38Q: 3 clusters Score -1883422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1883431.625000 Penalty: 4751.254395
	Iteration 39Q: 3 clusters Score -1883432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1883431.125000 Penalty: 4751.254395
	Iteration 40F: 3 clusters Score -1883431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1883433.875000 Penalty: 4751.254395
	Iteration 41Q: 3 clusters Score -1883434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1883436.625000 Penalty: 4751.254395
	Iteration 42Q: 3 clusters Score -1883437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1883437.375000 Penalty: 4751.254395
	Iteration 43Q: 3 clusters Score -1883437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1883437.375000 Penalty: 4751.254395
	Iteration 44F: 3 clusters Score -1883437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Entering Unmasked Estep 
Score: -2570595.500000 Penalty: 2475.185547
	Iteration 0F: 2 clusters Score -2570596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2555511.000000 Penalty: 4950.371094
	Iteration 0F: 3 clusters Score -2555511 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2560887.250000 Penalty: 4950.371094
	Iteration 1F: 3 clusters Score -2560887 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2561548.500000 Penalty: 4950.371094
	Iteration 2F: 3 clusters Score -2561548 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2562308.500000 Penalty: 4950.371094
	Iteration 3F: 3 clusters Score -2562308 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2563145.250000 Penalty: 4950.371094
	Iteration 4F: 3 clusters Score -2563145 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2564055.500000 Penalty: 4950.371094
	Iteration 5F: 3 clusters Score -2564056 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2564995.250000 Penalty: 4950.371094
	Iteration 6F: 3 clusters Score -2564995 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2565856.000000 Penalty: 4950.371094
	Iteration 7F: 3 clusters Score -2565856 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2566615.500000 Penalty: 4950.371094
	Iteration 8Q: 3 clusters Score -2566616 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2567229.750000 Penalty: 4950.371094
	Iteration 9Q: 3 clusters Score -2567230 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2567651.750000 Penalty: 4950.371094
	Iteration 10Q: 3 clusters Score -2567652 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2567948.500000 Penalty: 4950.371094
	Iteration 11Q: 3 clusters Score -2567948 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2568179.000000 Penalty: 4950.371094
	Iteration 12Q: 3 clusters Score -2568179 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2568346.750000 Penalty: 4950.371094
	Iteration 13Q: 3 clusters Score -2568347 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2568495.750000 Penalty: 4950.371094
	Iteration 14Q: 3 clusters Score -2568496 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2568571.500000 Penalty: 4950.371094
	Iteration 15Q: 3 clusters Score -2568572 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2568632.500000 Penalty: 4950.371094
	Iteration 16Q: 3 clusters Score -2568632 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2568701.250000 Penalty: 4950.371094
	Iteration 17Q: 3 clusters Score -2568701 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2568737.000000 Penalty: 4950.371094
	Iteration 18Q: 3 clusters Score -2568737 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2568768.000000 Penalty: 4950.371094
	Iteration 19Q: 3 clusters Score -2568768 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2568784.250000 Penalty: 4950.371094
	Iteration 20F: 3 clusters Score -2568784 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2568813.000000 Penalty: 4950.371094
	Iteration 21Q: 3 clusters Score -2568813 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2568826.000000 Penalty: 4950.371094
	Iteration 22Q: 3 clusters Score -2568826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2568837.500000 Penalty: 4950.371094
	Iteration 23Q: 3 clusters Score -2568838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2568851.750000 Penalty: 4950.371094
	Iteration 24Q: 3 clusters Score -2568852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2568857.750000 Penalty: 4950.371094
	Iteration 25Q: 3 clusters Score -2568858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2568862.250000 Penalty: 4950.371094
	Iteration 26Q: 3 clusters Score -2568862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2568866.500000 Penalty: 4950.371094
	Iteration 27Q: 3 clusters Score -2568866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2568866.500000 Penalty: 4950.371094
	Iteration 28Q: 3 clusters Score -2568866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2568872.750000 Penalty: 4950.371094
	Iteration 29Q: 3 clusters Score -2568873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2568879.750000 Penalty: 4950.371094
	Iteration 30Q: 3 clusters Score -2568880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2568882.250000 Penalty: 4950.371094
	Iteration 31Q: 3 clusters Score -2568882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2568884.500000 Penalty: 4950.371094
	Iteration 32Q: 3 clusters Score -2568884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2568885.000000 Penalty: 4950.371094
	Iteration 33Q: 3 clusters Score -2568885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2568891.250000 Penalty: 4950.371094
	Iteration 34Q: 3 clusters Score -2568891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2568891.750000 Penalty: 4950.371094
	Iteration 35Q: 3 clusters Score -2568892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2568893.000000 Penalty: 4950.371094
	Iteration 36Q: 3 clusters Score -2568893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2568895.000000 Penalty: 4950.371094
	Iteration 37Q: 3 clusters Score -2568895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2568899.500000 Penalty: 4950.371094
	Iteration 38Q: 3 clusters Score -2568900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2568905.250000 Penalty: 4950.371094
	Iteration 39Q: 3 clusters Score -2568905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2568905.750000 Penalty: 4950.371094
	Iteration 40F: 3 clusters Score -2568906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2568907.250000 Penalty: 4950.371094
	Iteration 41Q: 3 clusters Score -2568907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2568911.500000 Penalty: 4950.371094
	Iteration 42Q: 3 clusters Score -2568912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2568915.000000 Penalty: 4950.371094
	Iteration 43Q: 3 clusters Score -2568915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2568916.250000 Penalty: 4950.371094
	Iteration 44Q: 3 clusters Score -2568916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2568917.500000 Penalty: 4950.371094
	Iteration 45Q: 3 clusters Score -2568918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2568918.500000 Penalty: 4950.371094
	Iteration 46Q: 3 clusters Score -2568918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2568920.500000 Penalty: 4950.371094
	Iteration 47Q: 3 clusters Score -2568920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2568918.250000 Penalty: 4950.371094
	Iteration 48Q: 3 clusters Score -2568918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2568922.500000 Penalty: 4950.371094
	Iteration 49Q: 3 clusters Score -2568922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2568922.250000 Penalty: 4950.371094
	Iteration 50Q: 3 clusters Score -2568922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2568924.750000 Penalty: 4950.371094
	Iteration 51Q: 3 clusters Score -2568925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2568924.500000 Penalty: 4950.371094
	Iteration 52Q: 3 clusters Score -2568924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2568923.500000 Penalty: 4950.371094
	Iteration 53Q: 3 clusters Score -2568924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2568924.250000 Penalty: 4950.371094
	Iteration 54Q: 3 clusters Score -2568924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2568923.500000 Penalty: 4950.371094
	Iteration 55Q: 3 clusters Score -2568924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2568925.750000 Penalty: 4950.371094
	Iteration 56Q: 3 clusters Score -2568926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2568926.250000 Penalty: 4950.371094
	Iteration 57Q: 3 clusters Score -2568926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2568929.500000 Penalty: 4950.371094
	Iteration 58Q: 3 clusters Score -2568930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2568929.750000 Penalty: 4950.371094
	Iteration 59Q: 3 clusters Score -2568930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2568929.750000 Penalty: 4950.371094
	Iteration 60F: 3 clusters Score -2568930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Entering Unmasked Estep 
Score: -839902.562500 Penalty: 2173.446533
	Iteration 0F: 2 clusters Score -839902.6 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 3178 members 
Entering Unmasked Estep 
Score: -834439.875000 Penalty: 4346.893066
	Iteration 0F: 3 clusters Score -834439.9 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -835819.625000 Penalty: 4346.893066
	Iteration 1F: 3 clusters Score -835819.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -836034.250000 Penalty: 4346.893066
	Iteration 2F: 3 clusters Score -836034.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -836152.062500 Penalty: 4346.893066
	Iteration 3Q: 3 clusters Score -836152.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -836225.500000 Penalty: 4346.893066
	Iteration 4Q: 3 clusters Score -836225.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -836282.625000 Penalty: 4346.893066
	Iteration 5Q: 3 clusters Score -836282.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -836330.187500 Penalty: 4346.893066
	Iteration 6Q: 3 clusters Score -836330.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -836364.562500 Penalty: 4346.893066
	Iteration 7Q: 3 clusters Score -836364.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -836396.750000 Penalty: 4346.893066
	Iteration 8Q: 3 clusters Score -836396.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -836429.250000 Penalty: 4346.893066
	Iteration 9Q: 3 clusters Score -836429.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -836453.875000 Penalty: 4346.893066
	Iteration 10Q: 3 clusters Score -836453.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -836489.625000 Penalty: 4346.893066
	Iteration 11Q: 3 clusters Score -836489.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -836521.625000 Penalty: 4346.893066
	Iteration 12Q: 3 clusters Score -836521.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -836555.937500 Penalty: 4346.893066
	Iteration 13Q: 3 clusters Score -836555.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -836590.187500 Penalty: 4346.893066
	Iteration 14Q: 3 clusters Score -836590.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -836628.562500 Penalty: 4346.893066
	Iteration 15Q: 3 clusters Score -836628.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -836669.062500 Penalty: 4346.893066
	Iteration 16Q: 3 clusters Score -836669.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -836711.562500 Penalty: 4346.893066
	Iteration 17Q: 3 clusters Score -836711.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -836773.125000 Penalty: 4346.893066
	Iteration 18Q: 3 clusters Score -836773.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -836858.562500 Penalty: 4346.893066
	Iteration 19Q: 3 clusters Score -836858.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -836955.625000 Penalty: 4346.893066
	Iteration 20F: 3 clusters Score -836955.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -837065.500000 Penalty: 4346.893066
	Iteration 21Q: 3 clusters Score -837065.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -837179.437500 Penalty: 4346.893066
	Iteration 22Q: 3 clusters Score -837179.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -837293.687500 Penalty: 4346.893066
	Iteration 23Q: 3 clusters Score -837293.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -837398.125000 Penalty: 4346.893066
	Iteration 24Q: 3 clusters Score -837398.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -837493.500000 Penalty: 4346.893066
	Iteration 25Q: 3 clusters Score -837493.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -837591.875000 Penalty: 4346.893066
	Iteration 26Q: 3 clusters Score -837591.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -837662.937500 Penalty: 4346.893066
	Iteration 27Q: 3 clusters Score -837662.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -837717.687500 Penalty: 4346.893066
	Iteration 28Q: 3 clusters Score -837717.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -837755.375000 Penalty: 4346.893066
	Iteration 29Q: 3 clusters Score -837755.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -837793.125000 Penalty: 4346.893066
	Iteration 30Q: 3 clusters Score -837793.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -837833.562500 Penalty: 4346.893066
	Iteration 31Q: 3 clusters Score -837833.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -837880.875000 Penalty: 4346.893066
	Iteration 32Q: 3 clusters Score -837880.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -837910.750000 Penalty: 4346.893066
	Iteration 33Q: 3 clusters Score -837910.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -837920.812500 Penalty: 4346.893066
	Iteration 34Q: 3 clusters Score -837920.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -837933.500000 Penalty: 4346.893066
	Iteration 35Q: 3 clusters Score -837933.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -837947.562500 Penalty: 4346.893066
	Iteration 36Q: 3 clusters Score -837947.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -837960.687500 Penalty: 4346.893066
	Iteration 37Q: 3 clusters Score -837960.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -837972.750000 Penalty: 4346.893066
	Iteration 38Q: 3 clusters Score -837972.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -837981.500000 Penalty: 4346.893066
	Iteration 39Q: 3 clusters Score -837981.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -837988.187500 Penalty: 4346.893066
	Iteration 40F: 3 clusters Score -837988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -837994.375000 Penalty: 4346.893066
	Iteration 41Q: 3 clusters Score -837994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -837997.250000 Penalty: 4346.893066
	Iteration 42Q: 3 clusters Score -837997.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -837996.937500 Penalty: 4346.893066
	Iteration 43Q: 3 clusters Score -837996.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -837996.937500 Penalty: 4346.893066
	Iteration 44F: 3 clusters Score -837996.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Entering Unmasked Estep 
Score: -1829581.625000 Penalty: 2375.987061
	Iteration 0F: 2 clusters Score -1829582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1819087.125000 Penalty: 4751.974121
	Iteration 0F: 3 clusters Score -1819087 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1822408.625000 Penalty: 4751.974121
	Iteration 1F: 3 clusters Score -1822409 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1822750.125000 Penalty: 4751.974121
	Iteration 2F: 3 clusters Score -1822750 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1823015.250000 Penalty: 4751.974121
	Iteration 3Q: 3 clusters Score -1823015 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1823284.375000 Penalty: 4751.974121
	Iteration 4Q: 3 clusters Score -1823284 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1823624.250000 Penalty: 4751.974121
	Iteration 5Q: 3 clusters Score -1823624 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1824079.375000 Penalty: 4751.974121
	Iteration 6Q: 3 clusters Score -1824079 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1824677.750000 Penalty: 4751.974121
	Iteration 7F: 3 clusters Score -1824678 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1825308.000000 Penalty: 4751.974121
	Iteration 8F: 3 clusters Score -1825308 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1825865.375000 Penalty: 4751.974121
	Iteration 9F: 3 clusters Score -1825865 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1826261.750000 Penalty: 4751.974121
	Iteration 10Q: 3 clusters Score -1826262 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1826547.750000 Penalty: 4751.974121
	Iteration 11Q: 3 clusters Score -1826548 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1826752.625000 Penalty: 4751.974121
	Iteration 12Q: 3 clusters Score -1826753 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1826883.000000 Penalty: 4751.974121
	Iteration 13Q: 3 clusters Score -1826883 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1826989.875000 Penalty: 4751.974121
	Iteration 14Q: 3 clusters Score -1826990 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1827060.750000 Penalty: 4751.974121
	Iteration 15Q: 3 clusters Score -1827061 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1827131.125000 Penalty: 4751.974121
	Iteration 16Q: 3 clusters Score -1827131 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1827203.875000 Penalty: 4751.974121
	Iteration 17Q: 3 clusters Score -1827204 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1827273.250000 Penalty: 4751.974121
	Iteration 18Q: 3 clusters Score -1827273 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1827337.000000 Penalty: 4751.974121
	Iteration 19Q: 3 clusters Score -1827337 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1827392.000000 Penalty: 4751.974121
	Iteration 20F: 3 clusters Score -1827392 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1827455.875000 Penalty: 4751.974121
	Iteration 21Q: 3 clusters Score -1827456 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1827520.375000 Penalty: 4751.974121
	Iteration 22Q: 3 clusters Score -1827520 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1827578.125000 Penalty: 4751.974121
	Iteration 23Q: 3 clusters Score -1827578 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1827633.375000 Penalty: 4751.974121
	Iteration 24Q: 3 clusters Score -1827633 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1827667.625000 Penalty: 4751.974121
	Iteration 25Q: 3 clusters Score -1827668 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1827696.125000 Penalty: 4751.974121
	Iteration 26Q: 3 clusters Score -1827696 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1827710.500000 Penalty: 4751.974121
	Iteration 27Q: 3 clusters Score -1827710 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1827731.500000 Penalty: 4751.974121
	Iteration 28Q: 3 clusters Score -1827732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1827750.750000 Penalty: 4751.974121
	Iteration 29Q: 3 clusters Score -1827751 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1827762.500000 Penalty: 4751.974121
	Iteration 30Q: 3 clusters Score -1827762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1827772.000000 Penalty: 4751.974121
	Iteration 31Q: 3 clusters Score -1827772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1827782.000000 Penalty: 4751.974121
	Iteration 32Q: 3 clusters Score -1827782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1827785.125000 Penalty: 4751.974121
	Iteration 33Q: 3 clusters Score -1827785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1827791.000000 Penalty: 4751.974121
	Iteration 34Q: 3 clusters Score -1827791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1827797.375000 Penalty: 4751.974121
	Iteration 35Q: 3 clusters Score -1827797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1827809.125000 Penalty: 4751.974121
	Iteration 36Q: 3 clusters Score -1827809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1827816.000000 Penalty: 4751.974121
	Iteration 37Q: 3 clusters Score -1827816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1827822.125000 Penalty: 4751.974121
	Iteration 38Q: 3 clusters Score -1827822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1827826.250000 Penalty: 4751.974121
	Iteration 39Q: 3 clusters Score -1827826 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1827833.500000 Penalty: 4751.974121
	Iteration 40F: 3 clusters Score -1827834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1827843.125000 Penalty: 4751.974121
	Iteration 41Q: 3 clusters Score -1827843 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1827854.125000 Penalty: 4751.974121
	Iteration 42Q: 3 clusters Score -1827854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1827862.250000 Penalty: 4751.974121
	Iteration 43Q: 3 clusters Score -1827862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1827878.750000 Penalty: 4751.974121
	Iteration 44Q: 3 clusters Score -1827879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1827887.750000 Penalty: 4751.974121
	Iteration 45Q: 3 clusters Score -1827888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1827899.625000 Penalty: 4751.974121
	Iteration 46Q: 3 clusters Score -1827900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1827914.500000 Penalty: 4751.974121
	Iteration 47Q: 3 clusters Score -1827914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1827920.125000 Penalty: 4751.974121
	Iteration 48Q: 3 clusters Score -1827920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1827929.625000 Penalty: 4751.974121
	Iteration 49Q: 3 clusters Score -1827930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1827940.375000 Penalty: 4751.974121
	Iteration 50Q: 3 clusters Score -1827940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1827953.125000 Penalty: 4751.974121
	Iteration 51Q: 3 clusters Score -1827953 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1827955.250000 Penalty: 4751.974121
	Iteration 52Q: 3 clusters Score -1827955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1827965.750000 Penalty: 4751.974121
	Iteration 53Q: 3 clusters Score -1827966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1827971.875000 Penalty: 4751.974121
	Iteration 54Q: 3 clusters Score -1827972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1827970.000000 Penalty: 4751.974121
	Iteration 55Q: 3 clusters Score -1827970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1827977.625000 Penalty: 4751.974121
	Iteration 56Q: 3 clusters Score -1827978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1827979.250000 Penalty: 4751.974121
	Iteration 57Q: 3 clusters Score -1827979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1827975.875000 Penalty: 4751.974121
	Iteration 58Q: 3 clusters Score -1827976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1827985.125000 Penalty: 4751.974121
	Iteration 59Q: 3 clusters Score -1827985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1827984.125000 Penalty: 4751.974121
	Iteration 60F: 3 clusters Score -1827984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1827981.500000 Penalty: 4751.974121
	Iteration 61Q: 3 clusters Score -1827982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1827980.500000 Penalty: 4751.974121
	Iteration 62Q: 3 clusters Score -1827980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1827986.125000 Penalty: 4751.974121
	Iteration 63Q: 3 clusters Score -1827986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1827989.375000 Penalty: 4751.974121
	Iteration 64Q: 3 clusters Score -1827989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1827993.625000 Penalty: 4751.974121
	Iteration 65Q: 3 clusters Score -1827994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1827995.250000 Penalty: 4751.974121
	Iteration 66Q: 3 clusters Score -1827995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1828002.500000 Penalty: 4751.974121
	Iteration 67Q: 3 clusters Score -1828002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1828006.750000 Penalty: 4751.974121
	Iteration 68Q: 3 clusters Score -1828007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1828007.250000 Penalty: 4751.974121
	Iteration 69Q: 3 clusters Score -1828007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1828005.500000 Penalty: 4751.974121
	Iteration 70Q: 3 clusters Score -1828006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1828006.375000 Penalty: 4751.974121
	Iteration 71Q: 3 clusters Score -1828006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1828007.375000 Penalty: 4751.974121
	Iteration 72Q: 3 clusters Score -1828007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1828007.125000 Penalty: 4751.974121
	Iteration 73Q: 3 clusters Score -1828007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1828007.125000 Penalty: 4751.974121
	Iteration 74F: 3 clusters Score -1828007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Entering Unmasked Estep 
Score: -1250739.875000 Penalty: 2283.990723
	Iteration 0F: 2 clusters Score -1250740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1243141.000000 Penalty: 4567.981445
	Iteration 0F: 3 clusters Score -1243141 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1245347.875000 Penalty: 4567.981445
	Iteration 1F: 3 clusters Score -1245348 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1245712.625000 Penalty: 4567.981445
	Iteration 2F: 3 clusters Score -1245713 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1246013.500000 Penalty: 4567.981445
	Iteration 3F: 3 clusters Score -1246014 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1246297.500000 Penalty: 4567.981445
	Iteration 4Q: 3 clusters Score -1246298 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1246651.750000 Penalty: 4567.981445
	Iteration 5F: 3 clusters Score -1246652 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1247054.125000 Penalty: 4567.981445
	Iteration 6F: 3 clusters Score -1247054 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1247453.625000 Penalty: 4567.981445
	Iteration 7F: 3 clusters Score -1247454 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1247821.375000 Penalty: 4567.981445
	Iteration 8Q: 3 clusters Score -1247821 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1248160.125000 Penalty: 4567.981445
	Iteration 9Q: 3 clusters Score -1248160 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1248416.250000 Penalty: 4567.981445
	Iteration 10Q: 3 clusters Score -1248416 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1248659.500000 Penalty: 4567.981445
	Iteration 11Q: 3 clusters Score -1248660 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1248884.625000 Penalty: 4567.981445
	Iteration 12Q: 3 clusters Score -1248885 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1249068.375000 Penalty: 4567.981445
	Iteration 13Q: 3 clusters Score -1249068 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1249166.125000 Penalty: 4567.981445
	Iteration 14Q: 3 clusters Score -1249166 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1249226.625000 Penalty: 4567.981445
	Iteration 15Q: 3 clusters Score -1249227 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1249257.125000 Penalty: 4567.981445
	Iteration 16Q: 3 clusters Score -1249257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1249270.000000 Penalty: 4567.981445
	Iteration 17Q: 3 clusters Score -1249270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1249279.625000 Penalty: 4567.981445
	Iteration 18Q: 3 clusters Score -1249280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1249286.125000 Penalty: 4567.981445
	Iteration 19Q: 3 clusters Score -1249286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1249290.375000 Penalty: 4567.981445
	Iteration 20F: 3 clusters Score -1249290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1249291.875000 Penalty: 4567.981445
	Iteration 21Q: 3 clusters Score -1249292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1249296.750000 Penalty: 4567.981445
	Iteration 22Q: 3 clusters Score -1249297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1249298.375000 Penalty: 4567.981445
	Iteration 23Q: 3 clusters Score -1249298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1249298.750000 Penalty: 4567.981445
	Iteration 24Q: 3 clusters Score -1249299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1249298.750000 Penalty: 4567.981445
	Iteration 25F: 3 clusters Score -1249299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -282329.625000 Penalty: 1966.869507
	Iteration 0F: 2 clusters Score -282329.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -279602.937500 Penalty: 3933.739014
	Iteration 0F: 3 clusters Score -279602.9 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -282769.531250 Penalty: 3933.739014
	Iteration 1F: 3 clusters Score -282769.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -284852.718750 Penalty: 3933.739014
	Iteration 2F: 3 clusters Score -284852.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -286606.718750 Penalty: 3933.739014
	Iteration 3F: 3 clusters Score -286606.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -287978.687500 Penalty: 3933.739014
	Iteration 4Q: 3 clusters Score -287978.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -289147.812500 Penalty: 3933.739014
	Iteration 5Q: 3 clusters Score -289147.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -290784.750000 Penalty: 3933.739014
	Iteration 6Q: 3 clusters Score -290784.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -291407.093750 Penalty: 3933.739014
	Iteration 7Q: 3 clusters Score -291407.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -291989.625000 Penalty: 3933.739014
	Iteration 8Q: 3 clusters Score -291989.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -292327.625000 Penalty: 3933.739014
	Iteration 9Q: 3 clusters Score -292327.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -292586.687500 Penalty: 3933.739014
	Iteration 10Q: 3 clusters Score -292586.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -293217.156250 Penalty: 3933.739014
	Iteration 11Q: 3 clusters Score -293217.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -294247.187500 Penalty: 3933.739014
	Iteration 12Q: 3 clusters Score -294247.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -294305.718750 Penalty: 3933.739014
	Iteration 13Q: 3 clusters Score -294305.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -294325.281250 Penalty: 3933.739014
	Iteration 14F: 3 clusters Score -294325.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -294403.937500 Penalty: 3933.739014
	Iteration 15Q: 3 clusters Score -294403.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -294507.406250 Penalty: 3933.739014
	Iteration 16Q: 3 clusters Score -294507.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -294585.500000 Penalty: 3933.739014
	Iteration 17Q: 3 clusters Score -294585.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -294751.156250 Penalty: 3933.739014
	Iteration 18Q: 3 clusters Score -294751.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -294965.906250 Penalty: 3933.739014
	Iteration 19Q: 3 clusters Score -294965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -295004.812500 Penalty: 3933.739014
	Iteration 20F: 3 clusters Score -295004.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -295238.656250 Penalty: 3933.739014
	Iteration 21Q: 3 clusters Score -295238.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -295984.218750 Penalty: 3933.739014
	Iteration 22Q: 3 clusters Score -295984.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -296167.125000 Penalty: 3933.739014
	Iteration 23Q: 3 clusters Score -296167.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -296169.343750 Penalty: 3933.739014
	Iteration 24F: 3 clusters Score -296169.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -296175.093750 Penalty: 3933.739014
	Iteration 25Q: 3 clusters Score -296175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -296176.218750 Penalty: 3933.739014
	Iteration 26Q: 3 clusters Score -296176.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -296176.218750 Penalty: 3933.739014
	Iteration 27F: 3 clusters Score -296176.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 43144 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 8967 members 
Mstep: Class 5 contains 14460 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 21603 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 13 contains 1405 members 
Mstep: Class 14 contains 38190 members 
Mstep: Class 15 contains 5820 members 
Mstep: Class 17 contains 243200 members 
Mstep: Class 19 contains 22197 members 
Mstep: Class 21 contains 190666 members 
Mstep: Class 22 contains 7041 members 
Mstep: Class 23 contains 64308 members 
Mstep: Class 24 contains 17575 members 
Entering Unmasked Estep 
Score: -90804456.000000 Penalty: 63528.992188
Splitting cluster 13 changes total score from -90792272.000000 to -90804456.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 14 (38190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Entering Unmasked Estep 
Score: -4983698.500000 Penalty: 2616.481689
	Iteration 0F: 2 clusters Score -4983698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -4957829.000000 Penalty: 5232.963379
	Iteration 0F: 3 clusters Score -4957829 nChanged 17428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -4967186.000000 Penalty: 5232.963379
	Iteration 1F: 3 clusters Score -4967186 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -4967639.500000 Penalty: 5232.963379
	Iteration 2Q: 3 clusters Score -4967640 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -4968134.000000 Penalty: 5232.963379
	Iteration 3Q: 3 clusters Score -4968134 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -4968610.500000 Penalty: 5232.963379
	Iteration 4Q: 3 clusters Score -4968610 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -4969114.500000 Penalty: 5232.963379
	Iteration 5Q: 3 clusters Score -4969114 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -4969830.500000 Penalty: 5232.963379
	Iteration 6Q: 3 clusters Score -4969830 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -4970783.500000 Penalty: 5232.963379
	Iteration 7Q: 3 clusters Score -4970784 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -4972222.000000 Penalty: 5232.963379
	Iteration 8F: 3 clusters Score -4972222 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -4974177.000000 Penalty: 5232.963379
	Iteration 9F: 3 clusters Score -4974177 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -4976563.500000 Penalty: 5232.963379
	Iteration 10F: 3 clusters Score -4976564 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4978688.500000 Penalty: 5232.963379
	Iteration 11F: 3 clusters Score -4978688 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4980125.500000 Penalty: 5232.963379
	Iteration 12Q: 3 clusters Score -4980126 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4980812.500000 Penalty: 5232.963379
	Iteration 13Q: 3 clusters Score -4980812 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4981102.000000 Penalty: 5232.963379
	Iteration 14Q: 3 clusters Score -4981102 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4981238.500000 Penalty: 5232.963379
	Iteration 15Q: 3 clusters Score -4981238 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4981321.500000 Penalty: 5232.963379
	Iteration 16Q: 3 clusters Score -4981322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4981354.000000 Penalty: 5232.963379
	Iteration 17Q: 3 clusters Score -4981354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4981373.500000 Penalty: 5232.963379
	Iteration 18Q: 3 clusters Score -4981374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4981387.500000 Penalty: 5232.963379
	Iteration 19Q: 3 clusters Score -4981388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4981390.500000 Penalty: 5232.963379
	Iteration 20F: 3 clusters Score -4981390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4981398.000000 Penalty: 5232.963379
	Iteration 21Q: 3 clusters Score -4981398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4981400.000000 Penalty: 5232.963379
	Iteration 22Q: 3 clusters Score -4981400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4981400.000000 Penalty: 5232.963379
	Iteration 23F: 3 clusters Score -4981400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Entering Unmasked Estep 
Score: -785807.125000 Penalty: 2149.925781
	Iteration 0F: 2 clusters Score -785807.1 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 2885 members 
Entering Unmasked Estep 
Score: -780821.312500 Penalty: 4299.851562
	Iteration 0F: 3 clusters Score -780821.3 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -782031.125000 Penalty: 4299.851562
	Iteration 1F: 3 clusters Score -782031.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -782238.562500 Penalty: 4299.851562
	Iteration 2F: 3 clusters Score -782238.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -782351.250000 Penalty: 4299.851562
	Iteration 3Q: 3 clusters Score -782351.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -782420.312500 Penalty: 4299.851562
	Iteration 4Q: 3 clusters Score -782420.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -782471.000000 Penalty: 4299.851562
	Iteration 5Q: 3 clusters Score -782471 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -782507.875000 Penalty: 4299.851562
	Iteration 6Q: 3 clusters Score -782507.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -782535.750000 Penalty: 4299.851562
	Iteration 7Q: 3 clusters Score -782535.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -782558.250000 Penalty: 4299.851562
	Iteration 8Q: 3 clusters Score -782558.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -782578.125000 Penalty: 4299.851562
	Iteration 9Q: 3 clusters Score -782578.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -782594.062500 Penalty: 4299.851562
	Iteration 10Q: 3 clusters Score -782594.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -782609.000000 Penalty: 4299.851562
	Iteration 11Q: 3 clusters Score -782609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -782627.437500 Penalty: 4299.851562
	Iteration 12Q: 3 clusters Score -782627.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -782644.437500 Penalty: 4299.851562
	Iteration 13Q: 3 clusters Score -782644.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -782657.687500 Penalty: 4299.851562
	Iteration 14Q: 3 clusters Score -782657.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -782675.687500 Penalty: 4299.851562
	Iteration 15Q: 3 clusters Score -782675.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -782695.250000 Penalty: 4299.851562
	Iteration 16Q: 3 clusters Score -782695.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -782724.250000 Penalty: 4299.851562
	Iteration 17Q: 3 clusters Score -782724.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -782765.625000 Penalty: 4299.851562
	Iteration 18Q: 3 clusters Score -782765.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -782805.437500 Penalty: 4299.851562
	Iteration 19Q: 3 clusters Score -782805.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -782854.375000 Penalty: 4299.851562
	Iteration 20F: 3 clusters Score -782854.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -782889.062500 Penalty: 4299.851562
	Iteration 21Q: 3 clusters Score -782889.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -782928.437500 Penalty: 4299.851562
	Iteration 22Q: 3 clusters Score -782928.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -782979.187500 Penalty: 4299.851562
	Iteration 23Q: 3 clusters Score -782979.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -783037.375000 Penalty: 4299.851562
	Iteration 24Q: 3 clusters Score -783037.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -783099.375000 Penalty: 4299.851562
	Iteration 25Q: 3 clusters Score -783099.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -783156.500000 Penalty: 4299.851562
	Iteration 26Q: 3 clusters Score -783156.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -783214.500000 Penalty: 4299.851562
	Iteration 27Q: 3 clusters Score -783214.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -783280.125000 Penalty: 4299.851562
	Iteration 28Q: 3 clusters Score -783280.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -783343.812500 Penalty: 4299.851562
	Iteration 29Q: 3 clusters Score -783343.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -783408.812500 Penalty: 4299.851562
	Iteration 30Q: 3 clusters Score -783408.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -783473.062500 Penalty: 4299.851562
	Iteration 31Q: 3 clusters Score -783473.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -783536.562500 Penalty: 4299.851562
	Iteration 32Q: 3 clusters Score -783536.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -783585.437500 Penalty: 4299.851562
	Iteration 33Q: 3 clusters Score -783585.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -783629.375000 Penalty: 4299.851562
	Iteration 34Q: 3 clusters Score -783629.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -783662.437500 Penalty: 4299.851562
	Iteration 35Q: 3 clusters Score -783662.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -783688.562500 Penalty: 4299.851562
	Iteration 36Q: 3 clusters Score -783688.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -783703.875000 Penalty: 4299.851562
	Iteration 37Q: 3 clusters Score -783703.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -783719.937500 Penalty: 4299.851562
	Iteration 38Q: 3 clusters Score -783719.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -783738.500000 Penalty: 4299.851562
	Iteration 39Q: 3 clusters Score -783738.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -783757.750000 Penalty: 4299.851562
	Iteration 40F: 3 clusters Score -783757.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -783773.000000 Penalty: 4299.851562
	Iteration 41Q: 3 clusters Score -783773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -783783.625000 Penalty: 4299.851562
	Iteration 42Q: 3 clusters Score -783783.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -783795.750000 Penalty: 4299.851562
	Iteration 43Q: 3 clusters Score -783795.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -783811.000000 Penalty: 4299.851562
	Iteration 44Q: 3 clusters Score -783811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -783824.687500 Penalty: 4299.851562
	Iteration 45Q: 3 clusters Score -783824.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -783837.875000 Penalty: 4299.851562
	Iteration 46Q: 3 clusters Score -783837.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -783848.937500 Penalty: 4299.851562
	Iteration 47Q: 3 clusters Score -783848.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -783857.875000 Penalty: 4299.851562
	Iteration 48Q: 3 clusters Score -783857.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -783868.062500 Penalty: 4299.851562
	Iteration 49Q: 3 clusters Score -783868.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -783879.375000 Penalty: 4299.851562
	Iteration 50Q: 3 clusters Score -783879.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -783885.375000 Penalty: 4299.851562
	Iteration 51Q: 3 clusters Score -783885.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -783888.625000 Penalty: 4299.851562
	Iteration 52Q: 3 clusters Score -783888.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -783888.625000 Penalty: 4299.851562
	Iteration 53F: 3 clusters Score -783888.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (243200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243200 members 
Entering Unmasked Estep 
Score: -31623244.000000 Penalty: 3075.606445
	Iteration 0F: 2 clusters Score -3.162324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121654 members 
Mstep: Class 2 contains 121546 members 
Entering Unmasked Estep 
Score: -31469356.000000 Penalty: 6151.212891
	Iteration 0F: 3 clusters Score -3.146936e+07 nChanged 117817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122171 members 
Mstep: Class 2 contains 121029 members 
Entering Unmasked Estep 
Score: -31539380.000000 Penalty: 6151.212891
	Iteration 1F: 3 clusters Score -3.153938e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122605 members 
Mstep: Class 2 contains 120595 members 
Entering Unmasked Estep 
Score: -31540838.000000 Penalty: 6151.212891
	Iteration 2Q: 3 clusters Score -3.154084e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123280 members 
Mstep: Class 2 contains 119920 members 
Entering Unmasked Estep 
Score: -31542564.000000 Penalty: 6151.212891
	Iteration 3Q: 3 clusters Score -3.154256e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124517 members 
Mstep: Class 2 contains 118683 members 
Entering Unmasked Estep 
Score: -31544558.000000 Penalty: 6151.212891
	Iteration 4Q: 3 clusters Score -3.154456e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126673 members 
Mstep: Class 2 contains 116527 members 
Entering Unmasked Estep 
Score: -31546746.000000 Penalty: 6151.212891
	Iteration 5Q: 3 clusters Score -3.154675e+07 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130252 members 
Mstep: Class 2 contains 112948 members 
Entering Unmasked Estep 
Score: -31550026.000000 Penalty: 6151.212891
	Iteration 6Q: 3 clusters Score -3.155003e+07 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135690 members 
Mstep: Class 2 contains 107510 members 
Entering Unmasked Estep 
Score: -31555146.000000 Penalty: 6151.212891
	Iteration 7Q: 3 clusters Score -3.155515e+07 nChanged 12926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143306 members 
Mstep: Class 2 contains 99894 members 
Entering Unmasked Estep 
Score: -31563186.000000 Penalty: 6151.212891
	Iteration 8F: 3 clusters Score -3.156319e+07 nChanged 14736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152566 members 
Mstep: Class 2 contains 90634 members 
Entering Unmasked Estep 
Score: -31574334.000000 Penalty: 6151.212891
	Iteration 9F: 3 clusters Score -3.157433e+07 nChanged 15029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161621 members 
Mstep: Class 2 contains 81579 members 
Entering Unmasked Estep 
Score: -31585974.000000 Penalty: 6151.212891
	Iteration 10F: 3 clusters Score -3.158597e+07 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169295 members 
Mstep: Class 2 contains 73905 members 
Entering Unmasked Estep 
Score: -31594044.000000 Penalty: 6151.212891
	Iteration 11F: 3 clusters Score -3.159404e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175626 members 
Mstep: Class 2 contains 67574 members 
Entering Unmasked Estep 
Score: -31598192.000000 Penalty: 6151.212891
	Iteration 12Q: 3 clusters Score -3.159819e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181320 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -31600676.000000 Penalty: 6151.212891
	Iteration 13Q: 3 clusters Score -3.160068e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186957 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -31602868.000000 Penalty: 6151.212891
	Iteration 14Q: 3 clusters Score -3.160287e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192542 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -31604784.000000 Penalty: 6151.212891
	Iteration 15Q: 3 clusters Score -3.160478e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198120 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -31606892.000000 Penalty: 6151.212891
	Iteration 16Q: 3 clusters Score -3.160689e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203499 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -31608856.000000 Penalty: 6151.212891
	Iteration 17Q: 3 clusters Score -3.160886e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208674 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -31611092.000000 Penalty: 6151.212891
	Iteration 18Q: 3 clusters Score -3.161109e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213663 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -31613296.000000 Penalty: 6151.212891
	Iteration 19Q: 3 clusters Score -3.16133e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218164 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -31615520.000000 Penalty: 6151.212891
	Iteration 20F: 3 clusters Score -3.161552e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222196 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -31617658.000000 Penalty: 6151.212891
	Iteration 21Q: 3 clusters Score -3.161766e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225708 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -31619490.000000 Penalty: 6151.212891
	Iteration 22Q: 3 clusters Score -3.161949e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228654 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -31621170.000000 Penalty: 6151.212891
	Iteration 23Q: 3 clusters Score -3.162117e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230936 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -31622634.000000 Penalty: 6151.212891
	Iteration 24Q: 3 clusters Score -3.162263e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232625 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -31623584.000000 Penalty: 6151.212891
	Iteration 25Q: 3 clusters Score -3.162358e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233850 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -31624198.000000 Penalty: 6151.212891
	Iteration 26Q: 3 clusters Score -3.16242e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234760 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -31624474.000000 Penalty: 6151.212891
	Iteration 27Q: 3 clusters Score -3.162447e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235402 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -31624666.000000 Penalty: 6151.212891
	Iteration 28Q: 3 clusters Score -3.162467e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235883 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -31624746.000000 Penalty: 6151.212891
	Iteration 29Q: 3 clusters Score -3.162475e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236243 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -31624848.000000 Penalty: 6151.212891
	Iteration 30Q: 3 clusters Score -3.162485e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236485 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -31624896.000000 Penalty: 6151.212891
	Iteration 31Q: 3 clusters Score -3.16249e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236684 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -31624858.000000 Penalty: 6151.212891
	Iteration 32Q: 3 clusters Score -3.162486e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236849 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -31624780.000000 Penalty: 6151.212891
	Iteration 33Q: 3 clusters Score -3.162478e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236964 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -31624750.000000 Penalty: 6151.212891
	Iteration 34Q: 3 clusters Score -3.162475e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237059 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -31624754.000000 Penalty: 6151.212891
	Iteration 35Q: 3 clusters Score -3.162475e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237141 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -31624720.000000 Penalty: 6151.212891
	Iteration 36Q: 3 clusters Score -3.162472e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237216 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -31624764.000000 Penalty: 6151.212891
	Iteration 37Q: 3 clusters Score -3.162476e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237262 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -31624782.000000 Penalty: 6151.212891
	Iteration 38Q: 3 clusters Score -3.162478e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237302 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -31624836.000000 Penalty: 6151.212891
	Iteration 39Q: 3 clusters Score -3.162484e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237346 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -31624828.000000 Penalty: 6151.212891
	Iteration 40F: 3 clusters Score -3.162483e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237380 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -31624834.000000 Penalty: 6151.212891
	Iteration 41Q: 3 clusters Score -3.162483e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237411 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -31624836.000000 Penalty: 6151.212891
	Iteration 42Q: 3 clusters Score -3.162484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237430 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -31624852.000000 Penalty: 6151.212891
	Iteration 43Q: 3 clusters Score -3.162485e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237446 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -31624864.000000 Penalty: 6151.212891
	Iteration 44Q: 3 clusters Score -3.162486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237462 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -31624876.000000 Penalty: 6151.212891
	Iteration 45Q: 3 clusters Score -3.162488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237485 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -31624878.000000 Penalty: 6151.212891
	Iteration 46Q: 3 clusters Score -3.162488e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237509 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -31624876.000000 Penalty: 6151.212891
	Iteration 47Q: 3 clusters Score -3.162488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237527 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -31624886.000000 Penalty: 6151.212891
	Iteration 48Q: 3 clusters Score -3.162489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237541 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -31624870.000000 Penalty: 6151.212891
	Iteration 49Q: 3 clusters Score -3.162487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237556 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -31624882.000000 Penalty: 6151.212891
	Iteration 50Q: 3 clusters Score -3.162488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237568 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -31624914.000000 Penalty: 6151.212891
	Iteration 51Q: 3 clusters Score -3.162491e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237576 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -31624918.000000 Penalty: 6151.212891
	Iteration 52Q: 3 clusters Score -3.162492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237584 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -31624904.000000 Penalty: 6151.212891
	Iteration 53Q: 3 clusters Score -3.16249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237591 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -31624882.000000 Penalty: 6151.212891
	Iteration 54Q: 3 clusters Score -3.162488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237597 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -31624896.000000 Penalty: 6151.212891
	Iteration 55Q: 3 clusters Score -3.16249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237599 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -31624892.000000 Penalty: 6151.212891
	Iteration 56Q: 3 clusters Score -3.162489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237604 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -31624860.000000 Penalty: 6151.212891
	Iteration 57Q: 3 clusters Score -3.162486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237610 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -31624874.000000 Penalty: 6151.212891
	Iteration 58Q: 3 clusters Score -3.162487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237617 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -31624904.000000 Penalty: 6151.212891
	Iteration 59Q: 3 clusters Score -3.16249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237620 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -31624884.000000 Penalty: 6151.212891
	Iteration 60F: 3 clusters Score -3.162488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237623 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -31624906.000000 Penalty: 6151.212891
	Iteration 61Q: 3 clusters Score -3.162491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237629 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -31624884.000000 Penalty: 6151.212891
	Iteration 62Q: 3 clusters Score -3.162488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237634 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -31624898.000000 Penalty: 6151.212891
	Iteration 63Q: 3 clusters Score -3.16249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237640 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -31624880.000000 Penalty: 6151.212891
	Iteration 64Q: 3 clusters Score -3.162488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237644 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -31624898.000000 Penalty: 6151.212891
	Iteration 65Q: 3 clusters Score -3.16249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237650 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -31624892.000000 Penalty: 6151.212891
	Iteration 66Q: 3 clusters Score -3.162489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237662 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -31624916.000000 Penalty: 6151.212891
	Iteration 67Q: 3 clusters Score -3.162492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237674 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -31624902.000000 Penalty: 6151.212891
	Iteration 68Q: 3 clusters Score -3.16249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237685 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -31624904.000000 Penalty: 6151.212891
	Iteration 69Q: 3 clusters Score -3.16249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237693 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -31624906.000000 Penalty: 6151.212891
	Iteration 70Q: 3 clusters Score -3.162491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237702 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -31624900.000000 Penalty: 6151.212891
	Iteration 71Q: 3 clusters Score -3.16249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237709 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -31624896.000000 Penalty: 6151.212891
	Iteration 72Q: 3 clusters Score -3.16249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237716 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -31624884.000000 Penalty: 6151.212891
	Iteration 73Q: 3 clusters Score -3.162488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237726 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -31624892.000000 Penalty: 6151.212891
	Iteration 74Q: 3 clusters Score -3.162489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237732 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -31624884.000000 Penalty: 6151.212891
	Iteration 75Q: 3 clusters Score -3.162488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237738 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -31624894.000000 Penalty: 6151.212891
	Iteration 76Q: 3 clusters Score -3.162489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237745 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -31624880.000000 Penalty: 6151.212891
	Iteration 77Q: 3 clusters Score -3.162488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237750 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -31624874.000000 Penalty: 6151.212891
	Iteration 78Q: 3 clusters Score -3.162487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237752 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -31624866.000000 Penalty: 6151.212891
	Iteration 79Q: 3 clusters Score -3.162487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237755 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -31624874.000000 Penalty: 6151.212891
	Iteration 80F: 3 clusters Score -3.162487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237756 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -31624866.000000 Penalty: 6151.212891
	Iteration 81Q: 3 clusters Score -3.162487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237756 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -31624866.000000 Penalty: 6151.212891
	Iteration 82F: 3 clusters Score -3.162487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 43144 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 8967 members 
Mstep: Class 5 contains 14460 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 21603 members 
Mstep: Class 8 contains 5444 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 13 contains 1405 members 
Mstep: Class 14 contains 38190 members 
Mstep: Class 15 contains 5820 members 
Mstep: Class 17 contains 237756 members 
Mstep: Class 19 contains 22197 members 
Mstep: Class 21 contains 190666 members 
Mstep: Class 22 contains 7041 members 
Mstep: Class 23 contains 64308 members 
Mstep: Class 24 contains 17575 members 
Entering Unmasked Estep 
Score: -90805744.000000 Penalty: 66872.625000
Splitting cluster 17 changes total score from -90792272.000000 to -90805744.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 19 (22197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Entering Unmasked Estep 
Score: -2786691.000000 Penalty: 2481.912598
	Iteration 0F: 2 clusters Score -2786691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2771250.500000 Penalty: 4963.825195
	Iteration 0F: 3 clusters Score -2771250 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2776711.250000 Penalty: 4963.825195
	Iteration 1F: 3 clusters Score -2776711 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2777487.250000 Penalty: 4963.825195
	Iteration 2F: 3 clusters Score -2777487 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2778429.250000 Penalty: 4963.825195
	Iteration 3F: 3 clusters Score -2778429 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2779533.500000 Penalty: 4963.825195
	Iteration 4F: 3 clusters Score -2779534 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2780676.250000 Penalty: 4963.825195
	Iteration 5F: 3 clusters Score -2780676 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2781574.000000 Penalty: 4963.825195
	Iteration 6F: 3 clusters Score -2781574 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2782201.000000 Penalty: 4963.825195
	Iteration 7Q: 3 clusters Score -2782201 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2782632.750000 Penalty: 4963.825195
	Iteration 8Q: 3 clusters Score -2782633 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2783027.750000 Penalty: 4963.825195
	Iteration 9Q: 3 clusters Score -2783028 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2783305.000000 Penalty: 4963.825195
	Iteration 10Q: 3 clusters Score -2783305 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2783558.000000 Penalty: 4963.825195
	Iteration 11Q: 3 clusters Score -2783558 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2783794.500000 Penalty: 4963.825195
	Iteration 12Q: 3 clusters Score -2783794 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2783995.500000 Penalty: 4963.825195
	Iteration 13Q: 3 clusters Score -2783996 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2784184.750000 Penalty: 4963.825195
	Iteration 14Q: 3 clusters Score -2784185 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2784308.000000 Penalty: 4963.825195
	Iteration 15Q: 3 clusters Score -2784308 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2784423.500000 Penalty: 4963.825195
	Iteration 16Q: 3 clusters Score -2784424 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2784503.500000 Penalty: 4963.825195
	Iteration 17Q: 3 clusters Score -2784504 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2784561.500000 Penalty: 4963.825195
	Iteration 18Q: 3 clusters Score -2784562 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2784587.500000 Penalty: 4963.825195
	Iteration 19Q: 3 clusters Score -2784588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2784604.500000 Penalty: 4963.825195
	Iteration 20F: 3 clusters Score -2784604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2784621.500000 Penalty: 4963.825195
	Iteration 21Q: 3 clusters Score -2784622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2784637.750000 Penalty: 4963.825195
	Iteration 22Q: 3 clusters Score -2784638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2784654.000000 Penalty: 4963.825195
	Iteration 23Q: 3 clusters Score -2784654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2784658.250000 Penalty: 4963.825195
	Iteration 24Q: 3 clusters Score -2784658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2784664.500000 Penalty: 4963.825195
	Iteration 25Q: 3 clusters Score -2784664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2784670.500000 Penalty: 4963.825195
	Iteration 26Q: 3 clusters Score -2784670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2784675.250000 Penalty: 4963.825195
	Iteration 27Q: 3 clusters Score -2784675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2784678.750000 Penalty: 4963.825195
	Iteration 28Q: 3 clusters Score -2784679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2784696.250000 Penalty: 4963.825195
	Iteration 29Q: 3 clusters Score -2784696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2784695.250000 Penalty: 4963.825195
	Iteration 30Q: 3 clusters Score -2784695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2784697.250000 Penalty: 4963.825195
	Iteration 31Q: 3 clusters Score -2784697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2784700.000000 Penalty: 4963.825195
	Iteration 32Q: 3 clusters Score -2784700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2784699.000000 Penalty: 4963.825195
	Iteration 33Q: 3 clusters Score -2784699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2784697.750000 Penalty: 4963.825195
	Iteration 34Q: 3 clusters Score -2784698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2784696.000000 Penalty: 4963.825195
	Iteration 35Q: 3 clusters Score -2784696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2784696.000000 Penalty: 4963.825195
	Iteration 36F: 3 clusters Score -2784696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (190666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190666 members 
Entering Unmasked Estep 
Score: -24816624.000000 Penalty: 3015.253174
	Iteration 0F: 2 clusters Score -2.481662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95070 members 
Mstep: Class 2 contains 95596 members 
Entering Unmasked Estep 
Score: -24694646.000000 Penalty: 6030.506348
	Iteration 0F: 3 clusters Score -2.469465e+07 nChanged 91620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91668 members 
Mstep: Class 2 contains 98998 members 
Entering Unmasked Estep 
Score: -24749458.000000 Penalty: 6030.506348
	Iteration 1F: 3 clusters Score -2.474946e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89578 members 
Mstep: Class 2 contains 101088 members 
Entering Unmasked Estep 
Score: -24751904.000000 Penalty: 6030.506348
	Iteration 2Q: 3 clusters Score -2.47519e+07 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86527 members 
Mstep: Class 2 contains 104139 members 
Entering Unmasked Estep 
Score: -24756224.000000 Penalty: 6030.506348
	Iteration 3Q: 3 clusters Score -2.475622e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81998 members 
Mstep: Class 2 contains 108668 members 
Entering Unmasked Estep 
Score: -24762834.000000 Penalty: 6030.506348
	Iteration 4F: 3 clusters Score -2.476283e+07 nChanged 12674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 115180 members 
Entering Unmasked Estep 
Score: -24771884.000000 Penalty: 6030.506348
	Iteration 5F: 3 clusters Score -2.477188e+07 nChanged 13887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67607 members 
Mstep: Class 2 contains 123059 members 
Entering Unmasked Estep 
Score: -24783006.000000 Penalty: 6030.506348
	Iteration 6F: 3 clusters Score -2.478301e+07 nChanged 13306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 130651 members 
Entering Unmasked Estep 
Score: -24793302.000000 Penalty: 6030.506348
	Iteration 7F: 3 clusters Score -2.47933e+07 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 136735 members 
Entering Unmasked Estep 
Score: -24801208.000000 Penalty: 6030.506348
	Iteration 8F: 3 clusters Score -2.480121e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 141394 members 
Entering Unmasked Estep 
Score: -24805486.000000 Penalty: 6030.506348
	Iteration 9Q: 3 clusters Score -2.480549e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 145397 members 
Entering Unmasked Estep 
Score: -24808082.000000 Penalty: 6030.506348
	Iteration 10Q: 3 clusters Score -2.480808e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 149201 members 
Entering Unmasked Estep 
Score: -24810390.000000 Penalty: 6030.506348
	Iteration 11Q: 3 clusters Score -2.481039e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 152569 members 
Entering Unmasked Estep 
Score: -24812236.000000 Penalty: 6030.506348
	Iteration 12Q: 3 clusters Score -2.481224e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 155453 members 
Entering Unmasked Estep 
Score: -24813882.000000 Penalty: 6030.506348
	Iteration 13Q: 3 clusters Score -2.481388e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 157838 members 
Entering Unmasked Estep 
Score: -24815096.000000 Penalty: 6030.506348
	Iteration 14Q: 3 clusters Score -2.48151e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 159747 members 
Entering Unmasked Estep 
Score: -24815860.000000 Penalty: 6030.506348
	Iteration 15Q: 3 clusters Score -2.481586e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 161366 members 
Entering Unmasked Estep 
Score: -24816318.000000 Penalty: 6030.506348
	Iteration 16Q: 3 clusters Score -2.481632e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 162683 members 
Entering Unmasked Estep 
Score: -24816756.000000 Penalty: 6030.506348
	Iteration 17Q: 3 clusters Score -2.481676e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 163813 members 
Entering Unmasked Estep 
Score: -24817048.000000 Penalty: 6030.506348
	Iteration 18Q: 3 clusters Score -2.481705e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 164747 members 
Entering Unmasked Estep 
Score: -24817280.000000 Penalty: 6030.506348
	Iteration 19Q: 3 clusters Score -2.481728e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 165511 members 
Entering Unmasked Estep 
Score: -24817430.000000 Penalty: 6030.506348
	Iteration 20F: 3 clusters Score -2.481743e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 166250 members 
Entering Unmasked Estep 
Score: -24817550.000000 Penalty: 6030.506348
	Iteration 21Q: 3 clusters Score -2.481755e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 166943 members 
Entering Unmasked Estep 
Score: -24817650.000000 Penalty: 6030.506348
	Iteration 22Q: 3 clusters Score -2.481765e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 167556 members 
Entering Unmasked Estep 
Score: -24817606.000000 Penalty: 6030.506348
	Iteration 23Q: 3 clusters Score -2.481761e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 168122 members 
Entering Unmasked Estep 
Score: -24817748.000000 Penalty: 6030.506348
	Iteration 24Q: 3 clusters Score -2.481775e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 168638 members 
Entering Unmasked Estep 
Score: -24817824.000000 Penalty: 6030.506348
	Iteration 25Q: 3 clusters Score -2.481782e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 169095 members 
Entering Unmasked Estep 
Score: -24817864.000000 Penalty: 6030.506348
	Iteration 26Q: 3 clusters Score -2.481786e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 169548 members 
Entering Unmasked Estep 
Score: -24817886.000000 Penalty: 6030.506348
	Iteration 27Q: 3 clusters Score -2.481789e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 169953 members 
Entering Unmasked Estep 
Score: -24817942.000000 Penalty: 6030.506348
	Iteration 28Q: 3 clusters Score -2.481794e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 170299 members 
Entering Unmasked Estep 
Score: -24818036.000000 Penalty: 6030.506348
	Iteration 29Q: 3 clusters Score -2.481804e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 170617 members 
Entering Unmasked Estep 
Score: -24818046.000000 Penalty: 6030.506348
	Iteration 30Q: 3 clusters Score -2.481805e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 170924 members 
Entering Unmasked Estep 
Score: -24818082.000000 Penalty: 6030.506348
	Iteration 31Q: 3 clusters Score -2.481808e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 171254 members 
Entering Unmasked Estep 
Score: -24818164.000000 Penalty: 6030.506348
	Iteration 32Q: 3 clusters Score -2.481816e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 171566 members 
Entering Unmasked Estep 
Score: -24818186.000000 Penalty: 6030.506348
	Iteration 33Q: 3 clusters Score -2.481819e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 171842 members 
Entering Unmasked Estep 
Score: -24818224.000000 Penalty: 6030.506348
	Iteration 34Q: 3 clusters Score -2.481822e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 172107 members 
Entering Unmasked Estep 
Score: -24818262.000000 Penalty: 6030.506348
	Iteration 35Q: 3 clusters Score -2.481826e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 172363 members 
Entering Unmasked Estep 
Score: -24818222.000000 Penalty: 6030.506348
	Iteration 36Q: 3 clusters Score -2.481822e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 172618 members 
Entering Unmasked Estep 
Score: -24818248.000000 Penalty: 6030.506348
	Iteration 37Q: 3 clusters Score -2.481825e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 172855 members 
Entering Unmasked Estep 
Score: -24818278.000000 Penalty: 6030.506348
	Iteration 38Q: 3 clusters Score -2.481828e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 173061 members 
Entering Unmasked Estep 
Score: -24818298.000000 Penalty: 6030.506348
	Iteration 39Q: 3 clusters Score -2.48183e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 173271 members 
Entering Unmasked Estep 
Score: -24818328.000000 Penalty: 6030.506348
	Iteration 40F: 3 clusters Score -2.481833e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 173468 members 
Entering Unmasked Estep 
Score: -24818306.000000 Penalty: 6030.506348
	Iteration 41Q: 3 clusters Score -2.481831e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 173653 members 
Entering Unmasked Estep 
Score: -24818322.000000 Penalty: 6030.506348
	Iteration 42Q: 3 clusters Score -2.481832e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 173847 members 
Entering Unmasked Estep 
Score: -24818342.000000 Penalty: 6030.506348
	Iteration 43Q: 3 clusters Score -2.481834e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 174033 members 
Entering Unmasked Estep 
Score: -24818288.000000 Penalty: 6030.506348
	Iteration 44Q: 3 clusters Score -2.481829e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 174189 members 
Entering Unmasked Estep 
Score: -24818312.000000 Penalty: 6030.506348
	Iteration 45Q: 3 clusters Score -2.481831e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 174332 members 
Entering Unmasked Estep 
Score: -24818334.000000 Penalty: 6030.506348
	Iteration 46Q: 3 clusters Score -2.481833e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 174471 members 
Entering Unmasked Estep 
Score: -24818310.000000 Penalty: 6030.506348
	Iteration 47Q: 3 clusters Score -2.481831e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 174595 members 
Entering Unmasked Estep 
Score: -24818320.000000 Penalty: 6030.506348
	Iteration 48Q: 3 clusters Score -2.481832e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 174722 members 
Entering Unmasked Estep 
Score: -24818356.000000 Penalty: 6030.506348
	Iteration 49Q: 3 clusters Score -2.481836e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 174848 members 
Entering Unmasked Estep 
Score: -24818372.000000 Penalty: 6030.506348
	Iteration 50Q: 3 clusters Score -2.481837e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 174978 members 
Entering Unmasked Estep 
Score: -24818414.000000 Penalty: 6030.506348
	Iteration 51Q: 3 clusters Score -2.481841e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 175097 members 
Entering Unmasked Estep 
Score: -24818452.000000 Penalty: 6030.506348
	Iteration 52Q: 3 clusters Score -2.481845e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 175211 members 
Entering Unmasked Estep 
Score: -24818504.000000 Penalty: 6030.506348
	Iteration 53Q: 3 clusters Score -2.48185e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 175316 members 
Entering Unmasked Estep 
Score: -24818538.000000 Penalty: 6030.506348
	Iteration 54Q: 3 clusters Score -2.481854e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 175412 members 
Entering Unmasked Estep 
Score: -24818576.000000 Penalty: 6030.506348
	Iteration 55Q: 3 clusters Score -2.481858e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 175514 members 
Entering Unmasked Estep 
Score: -24818586.000000 Penalty: 6030.506348
	Iteration 56Q: 3 clusters Score -2.481859e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 175598 members 
Entering Unmasked Estep 
Score: -24818552.000000 Penalty: 6030.506348
	Iteration 57Q: 3 clusters Score -2.481855e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 175692 members 
Entering Unmasked Estep 
Score: -24818556.000000 Penalty: 6030.506348
	Iteration 58Q: 3 clusters Score -2.481856e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 175782 members 
Entering Unmasked Estep 
Score: -24818538.000000 Penalty: 6030.506348
	Iteration 59Q: 3 clusters Score -2.481854e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 175857 members 
Entering Unmasked Estep 
Score: -24818548.000000 Penalty: 6030.506348
	Iteration 60F: 3 clusters Score -2.481855e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 175940 members 
Entering Unmasked Estep 
Score: -24818544.000000 Penalty: 6030.506348
	Iteration 61Q: 3 clusters Score -2.481854e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 176013 members 
Entering Unmasked Estep 
Score: -24818554.000000 Penalty: 6030.506348
	Iteration 62Q: 3 clusters Score -2.481855e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 176081 members 
Entering Unmasked Estep 
Score: -24818606.000000 Penalty: 6030.506348
	Iteration 63Q: 3 clusters Score -2.481861e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 176142 members 
Entering Unmasked Estep 
Score: -24818608.000000 Penalty: 6030.506348
	Iteration 64Q: 3 clusters Score -2.481861e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 176198 members 
Entering Unmasked Estep 
Score: -24818596.000000 Penalty: 6030.506348
	Iteration 65Q: 3 clusters Score -2.48186e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 176255 members 
Entering Unmasked Estep 
Score: -24818606.000000 Penalty: 6030.506348
	Iteration 66Q: 3 clusters Score -2.481861e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 176296 members 
Entering Unmasked Estep 
Score: -24818618.000000 Penalty: 6030.506348
	Iteration 67Q: 3 clusters Score -2.481862e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 176339 members 
Entering Unmasked Estep 
Score: -24818614.000000 Penalty: 6030.506348
	Iteration 68Q: 3 clusters Score -2.481861e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 176380 members 
Entering Unmasked Estep 
Score: -24818648.000000 Penalty: 6030.506348
	Iteration 69Q: 3 clusters Score -2.481865e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 176438 members 
Entering Unmasked Estep 
Score: -24818674.000000 Penalty: 6030.506348
	Iteration 70Q: 3 clusters Score -2.481867e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 176489 members 
Entering Unmasked Estep 
Score: -24818688.000000 Penalty: 6030.506348
	Iteration 71Q: 3 clusters Score -2.481869e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 176543 members 
Entering Unmasked Estep 
Score: -24818686.000000 Penalty: 6030.506348
	Iteration 72Q: 3 clusters Score -2.481869e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 176592 members 
Entering Unmasked Estep 
Score: -24818694.000000 Penalty: 6030.506348
	Iteration 73Q: 3 clusters Score -2.481869e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 176644 members 
Entering Unmasked Estep 
Score: -24818682.000000 Penalty: 6030.506348
	Iteration 74Q: 3 clusters Score -2.481868e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 176705 members 
Entering Unmasked Estep 
Score: -24818666.000000 Penalty: 6030.506348
	Iteration 75Q: 3 clusters Score -2.481867e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 176759 members 
Entering Unmasked Estep 
Score: -24818692.000000 Penalty: 6030.506348
	Iteration 76Q: 3 clusters Score -2.481869e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 176817 members 
Entering Unmasked Estep 
Score: -24818694.000000 Penalty: 6030.506348
	Iteration 77Q: 3 clusters Score -2.481869e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 176868 members 
Entering Unmasked Estep 
Score: -24818664.000000 Penalty: 6030.506348
	Iteration 78Q: 3 clusters Score -2.481866e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 176913 members 
Entering Unmasked Estep 
Score: -24818650.000000 Penalty: 6030.506348
	Iteration 79Q: 3 clusters Score -2.481865e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 176960 members 
Entering Unmasked Estep 
Score: -24818640.000000 Penalty: 6030.506348
	Iteration 80F: 3 clusters Score -2.481864e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 176993 members 
Entering Unmasked Estep 
Score: -24818642.000000 Penalty: 6030.506348
	Iteration 81Q: 3 clusters Score -2.481864e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 177023 members 
Entering Unmasked Estep 
Score: -24818642.000000 Penalty: 6030.506348
	Iteration 82Q: 3 clusters Score -2.481864e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 177047 members 
Entering Unmasked Estep 
Score: -24818648.000000 Penalty: 6030.506348
	Iteration 83Q: 3 clusters Score -2.481865e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 177074 members 
Entering Unmasked Estep 
Score: -24818646.000000 Penalty: 6030.506348
	Iteration 84Q: 3 clusters Score -2.481865e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 177110 members 
Entering Unmasked Estep 
Score: -24818656.000000 Penalty: 6030.506348
	Iteration 85Q: 3 clusters Score -2.481866e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 177146 members 
Entering Unmasked Estep 
Score: -24818622.000000 Penalty: 6030.506348
	Iteration 86Q: 3 clusters Score -2.481862e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 177187 members 
Entering Unmasked Estep 
Score: -24818620.000000 Penalty: 6030.506348
	Iteration 87Q: 3 clusters Score -2.481862e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 177223 members 
Entering Unmasked Estep 
Score: -24818612.000000 Penalty: 6030.506348
	Iteration 88Q: 3 clusters Score -2.481861e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 177259 members 
Entering Unmasked Estep 
Score: -24818620.000000 Penalty: 6030.506348
	Iteration 89Q: 3 clusters Score -2.481862e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 177289 members 
Entering Unmasked Estep 
Score: -24818602.000000 Penalty: 6030.506348
	Iteration 90Q: 3 clusters Score -2.48186e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 177310 members 
Entering Unmasked Estep 
Score: -24818582.000000 Penalty: 6030.506348
	Iteration 91Q: 3 clusters Score -2.481858e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 177328 members 
Entering Unmasked Estep 
Score: -24818566.000000 Penalty: 6030.506348
	Iteration 92Q: 3 clusters Score -2.481857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 177339 members 
Entering Unmasked Estep 
Score: -24818586.000000 Penalty: 6030.506348
	Iteration 93Q: 3 clusters Score -2.481859e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 177355 members 
Entering Unmasked Estep 
Score: -24818618.000000 Penalty: 6030.506348
	Iteration 94Q: 3 clusters Score -2.481862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 177369 members 
Entering Unmasked Estep 
Score: -24818612.000000 Penalty: 6030.506348
	Iteration 95Q: 3 clusters Score -2.481861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 177388 members 
Entering Unmasked Estep 
Score: -24818618.000000 Penalty: 6030.506348
	Iteration 96Q: 3 clusters Score -2.481862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 177403 members 
Entering Unmasked Estep 
Score: -24818604.000000 Penalty: 6030.506348
	Iteration 97Q: 3 clusters Score -2.48186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 177419 members 
Entering Unmasked Estep 
Score: -24818614.000000 Penalty: 6030.506348
	Iteration 98Q: 3 clusters Score -2.481861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 177434 members 
Entering Unmasked Estep 
Score: -24818600.000000 Penalty: 6030.506348
	Iteration 99Q: 3 clusters Score -2.48186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 177446 members 
Entering Unmasked Estep 
Score: -24818636.000000 Penalty: 6030.506348
	Iteration 100F: 3 clusters Score -2.481864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 177450 members 
Entering Unmasked Estep 
Score: -24818634.000000 Penalty: 6030.506348
	Iteration 101Q: 3 clusters Score -2.481863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 177460 members 
Entering Unmasked Estep 
Score: -24818650.000000 Penalty: 6030.506348
	Iteration 102Q: 3 clusters Score -2.481865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 177466 members 
Entering Unmasked Estep 
Score: -24818628.000000 Penalty: 6030.506348
	Iteration 103Q: 3 clusters Score -2.481863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 177475 members 
Entering Unmasked Estep 
Score: -24818644.000000 Penalty: 6030.506348
	Iteration 104Q: 3 clusters Score -2.481864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 177484 members 
Entering Unmasked Estep 
Score: -24818642.000000 Penalty: 6030.506348
	Iteration 105Q: 3 clusters Score -2.481864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 177495 members 
Entering Unmasked Estep 
Score: -24818666.000000 Penalty: 6030.506348
	Iteration 106Q: 3 clusters Score -2.481867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 177507 members 
Entering Unmasked Estep 
Score: -24818632.000000 Penalty: 6030.506348
	Iteration 107Q: 3 clusters Score -2.481863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 177518 members 
Entering Unmasked Estep 
Score: -24818626.000000 Penalty: 6030.506348
	Iteration 108Q: 3 clusters Score -2.481863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 177534 members 
Entering Unmasked Estep 
Score: -24818672.000000 Penalty: 6030.506348
	Iteration 109Q: 3 clusters Score -2.481867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 177547 members 
Entering Unmasked Estep 
Score: -24818664.000000 Penalty: 6030.506348
	Iteration 110Q: 3 clusters Score -2.481866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 177558 members 
Entering Unmasked Estep 
Score: -24818664.000000 Penalty: 6030.506348
	Iteration 111Q: 3 clusters Score -2.481866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 177571 members 
Entering Unmasked Estep 
Score: -24818672.000000 Penalty: 6030.506348
	Iteration 112Q: 3 clusters Score -2.481867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 177589 members 
Entering Unmasked Estep 
Score: -24818674.000000 Penalty: 6030.506348
	Iteration 113Q: 3 clusters Score -2.481867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 177602 members 
Entering Unmasked Estep 
Score: -24818686.000000 Penalty: 6030.506348
	Iteration 114Q: 3 clusters Score -2.481869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 177621 members 
Entering Unmasked Estep 
Score: -24818684.000000 Penalty: 6030.506348
	Iteration 115Q: 3 clusters Score -2.481868e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 177639 members 
Entering Unmasked Estep 
Score: -24818650.000000 Penalty: 6030.506348
	Iteration 116Q: 3 clusters Score -2.481865e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 177657 members 
Entering Unmasked Estep 
Score: -24818662.000000 Penalty: 6030.506348
	Iteration 117Q: 3 clusters Score -2.481866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 177672 members 
Entering Unmasked Estep 
Score: -24818666.000000 Penalty: 6030.506348
	Iteration 118Q: 3 clusters Score -2.481867e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 177691 members 
Entering Unmasked Estep 
Score: -24818666.000000 Penalty: 6030.506348
	Iteration 119Q: 3 clusters Score -2.481867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 177702 members 
Entering Unmasked Estep 
Score: -24818660.000000 Penalty: 6030.506348
	Iteration 120F: 3 clusters Score -2.481866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 177712 members 
Entering Unmasked Estep 
Score: -24818652.000000 Penalty: 6030.506348
	Iteration 121Q: 3 clusters Score -2.481865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 177723 members 
Entering Unmasked Estep 
Score: -24818670.000000 Penalty: 6030.506348
	Iteration 122Q: 3 clusters Score -2.481867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 177732 members 
Entering Unmasked Estep 
Score: -24818658.000000 Penalty: 6030.506348
	Iteration 123Q: 3 clusters Score -2.481866e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 177743 members 
Entering Unmasked Estep 
Score: -24818684.000000 Penalty: 6030.506348
	Iteration 124Q: 3 clusters Score -2.481868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 177745 members 
Entering Unmasked Estep 
Score: -24818686.000000 Penalty: 6030.506348
	Iteration 125Q: 3 clusters Score -2.481869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 177748 members 
Entering Unmasked Estep 
Score: -24818692.000000 Penalty: 6030.506348
	Iteration 126Q: 3 clusters Score -2.481869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 177749 members 
Entering Unmasked Estep 
Score: -24818704.000000 Penalty: 6030.506348
	Iteration 127Q: 3 clusters Score -2.48187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 177751 members 
Entering Unmasked Estep 
Score: -24818692.000000 Penalty: 6030.506348
	Iteration 128Q: 3 clusters Score -2.481869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 177754 members 
Entering Unmasked Estep 
Score: -24818688.000000 Penalty: 6030.506348
	Iteration 129Q: 3 clusters Score -2.481869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 177759 members 
Entering Unmasked Estep 
Score: -24818708.000000 Penalty: 6030.506348
	Iteration 130Q: 3 clusters Score -2.481871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 177766 members 
Entering Unmasked Estep 
Score: -24818698.000000 Penalty: 6030.506348
	Iteration 131Q: 3 clusters Score -2.48187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 177772 members 
Entering Unmasked Estep 
Score: -24818676.000000 Penalty: 6030.506348
	Iteration 132Q: 3 clusters Score -2.481868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 177783 members 
Entering Unmasked Estep 
Score: -24818718.000000 Penalty: 6030.506348
	Iteration 133Q: 3 clusters Score -2.481872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 177793 members 
Entering Unmasked Estep 
Score: -24818720.000000 Penalty: 6030.506348
	Iteration 134Q: 3 clusters Score -2.481872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 177796 members 
Entering Unmasked Estep 
Score: -24818738.000000 Penalty: 6030.506348
	Iteration 135Q: 3 clusters Score -2.481874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 177800 members 
Entering Unmasked Estep 
Score: -24818732.000000 Penalty: 6030.506348
	Iteration 136Q: 3 clusters Score -2.481873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 177799 members 
Entering Unmasked Estep 
Score: -24818726.000000 Penalty: 6030.506348
	Iteration 137Q: 3 clusters Score -2.481873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 177800 members 
Entering Unmasked Estep 
Score: -24818728.000000 Penalty: 6030.506348
	Iteration 138Q: 3 clusters Score -2.481873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 177801 members 
Entering Unmasked Estep 
Score: -24818734.000000 Penalty: 6030.506348
	Iteration 139Q: 3 clusters Score -2.481873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 177802 members 
Entering Unmasked Estep 
Score: -24818720.000000 Penalty: 6030.506348
	Iteration 140F: 3 clusters Score -2.481872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 177804 members 
Entering Unmasked Estep 
Score: -24818714.000000 Penalty: 6030.506348
	Iteration 141Q: 3 clusters Score -2.481871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 177805 members 
Entering Unmasked Estep 
Score: -24818716.000000 Penalty: 6030.506348
	Iteration 142Q: 3 clusters Score -2.481872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 177804 members 
Entering Unmasked Estep 
Score: -24818706.000000 Penalty: 6030.506348
	Iteration 143Q: 3 clusters Score -2.481871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 177806 members 
Entering Unmasked Estep 
Score: -24818708.000000 Penalty: 6030.506348
	Iteration 144Q: 3 clusters Score -2.481871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 177807 members 
Entering Unmasked Estep 
Score: -24818720.000000 Penalty: 6030.506348
	Iteration 145Q: 3 clusters Score -2.481872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 177807 members 
Entering Unmasked Estep 
Score: -24818720.000000 Penalty: 6030.506348
	Iteration 146F: 3 clusters Score -2.481872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 43144 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 8967 members 
Mstep: Class 5 contains 14460 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 21603 members 
Mstep: Class 8 contains 5444 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 12 contains 177807 members 
Mstep: Class 13 contains 1405 members 
Mstep: Class 14 contains 38190 members 
Mstep: Class 15 contains 5820 members 
Mstep: Class 17 contains 237756 members 
Mstep: Class 19 contains 22197 members 
Mstep: Class 21 contains 12859 members 
Mstep: Class 22 contains 7041 members 
Mstep: Class 23 contains 64308 members 
Mstep: Class 24 contains 17575 members 
Entering Unmasked Estep 
Score: -90808024.000000 Penalty: 70216.257812
Splitting cluster 21 changes total score from -90792272.000000 to -90808024.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 22 (7041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Entering Unmasked Estep 
Score: -780581.625000 Penalty: 2197.157471
	Iteration 0F: 2 clusters Score -780581.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -774868.125000 Penalty: 4394.314941
	Iteration 0F: 3 clusters Score -774868.1 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -776755.937500 Penalty: 4394.314941
	Iteration 1F: 3 clusters Score -776755.9 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -777720.375000 Penalty: 4394.314941
	Iteration 2F: 3 clusters Score -777720.4 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -778707.687500 Penalty: 4394.314941
	Iteration 3F: 3 clusters Score -778707.7 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -779509.312500 Penalty: 4394.314941
	Iteration 4F: 3 clusters Score -779509.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -780058.937500 Penalty: 4394.314941
	Iteration 5F: 3 clusters Score -780058.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -780392.375000 Penalty: 4394.314941
	Iteration 6Q: 3 clusters Score -780392.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -780595.187500 Penalty: 4394.314941
	Iteration 7Q: 3 clusters Score -780595.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -780721.812500 Penalty: 4394.314941
	Iteration 8Q: 3 clusters Score -780721.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -780818.250000 Penalty: 4394.314941
	Iteration 9Q: 3 clusters Score -780818.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -780883.937500 Penalty: 4394.314941
	Iteration 10Q: 3 clusters Score -780883.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -780927.187500 Penalty: 4394.314941
	Iteration 11Q: 3 clusters Score -780927.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -780950.125000 Penalty: 4394.314941
	Iteration 12Q: 3 clusters Score -780950.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -780967.062500 Penalty: 4394.314941
	Iteration 13Q: 3 clusters Score -780967.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -780981.812500 Penalty: 4394.314941
	Iteration 14Q: 3 clusters Score -780981.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -780989.312500 Penalty: 4394.314941
	Iteration 15Q: 3 clusters Score -780989.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -780995.625000 Penalty: 4394.314941
	Iteration 16Q: 3 clusters Score -780995.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -780999.125000 Penalty: 4394.314941
	Iteration 17Q: 3 clusters Score -780999.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -781003.812500 Penalty: 4394.314941
	Iteration 18Q: 3 clusters Score -781003.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -781006.062500 Penalty: 4394.314941
	Iteration 19Q: 3 clusters Score -781006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -781006.437500 Penalty: 4394.314941
	Iteration 20F: 3 clusters Score -781006.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -781009.375000 Penalty: 4394.314941
	Iteration 21Q: 3 clusters Score -781009.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -781012.250000 Penalty: 4394.314941
	Iteration 22Q: 3 clusters Score -781012.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -781013.187500 Penalty: 4394.314941
	Iteration 23Q: 3 clusters Score -781013.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -781015.875000 Penalty: 4394.314941
	Iteration 24Q: 3 clusters Score -781015.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -781017.500000 Penalty: 4394.314941
	Iteration 25Q: 3 clusters Score -781017.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -781017.500000 Penalty: 4394.314941
	Iteration 26F: 3 clusters Score -781017.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 43144 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 8967 members 
Mstep: Class 5 contains 14460 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 21603 members 
Mstep: Class 8 contains 5444 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 12 contains 177807 members 
Mstep: Class 13 contains 1405 members 
Mstep: Class 14 contains 38190 members 
Mstep: Class 15 contains 5820 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 237756 members 
Mstep: Class 19 contains 22197 members 
Mstep: Class 21 contains 12859 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 64308 members 
Mstep: Class 24 contains 17575 members 
Entering Unmasked Estep 
Score: -90807104.000000 Penalty: 73559.882812
Splitting cluster 22 changes total score from -90792272.000000 to -90807104.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 23 (64308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Entering Unmasked Estep 
Score: -8169361.000000 Penalty: 2745.717041
	Iteration 0F: 2 clusters Score -8169361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -8125928.500000 Penalty: 5491.434082
	Iteration 0F: 3 clusters Score -8125928 nChanged 30077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -8142959.000000 Penalty: 5491.434082
	Iteration 1F: 3 clusters Score -8142959 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -8144322.500000 Penalty: 5491.434082
	Iteration 2Q: 3 clusters Score -8144322 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -8146678.500000 Penalty: 5491.434082
	Iteration 3Q: 3 clusters Score -8146678 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -8149470.000000 Penalty: 5491.434082
	Iteration 4F: 3 clusters Score -8149470 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -8152377.000000 Penalty: 5491.434082
	Iteration 5F: 3 clusters Score -8152377 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -8154932.500000 Penalty: 5491.434082
	Iteration 6F: 3 clusters Score -8154932 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -8157190.500000 Penalty: 5491.434082
	Iteration 7F: 3 clusters Score -8157190 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -8159147.500000 Penalty: 5491.434082
	Iteration 8F: 3 clusters Score -8159148 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -8160921.000000 Penalty: 5491.434082
	Iteration 9F: 3 clusters Score -8160921 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -8162342.500000 Penalty: 5491.434082
	Iteration 10Q: 3 clusters Score -8162342 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -8163657.000000 Penalty: 5491.434082
	Iteration 11Q: 3 clusters Score -8163657 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -8164881.000000 Penalty: 5491.434082
	Iteration 12Q: 3 clusters Score -8164881 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -8166323.500000 Penalty: 5491.434082
	Iteration 13Q: 3 clusters Score -8166324 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -8168168.500000 Penalty: 5491.434082
	Iteration 14Q: 3 clusters Score -8168168 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -8170366.500000 Penalty: 5491.434082
	Iteration 15Q: 3 clusters Score -8170366 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -8171848.000000 Penalty: 5491.434082
	Iteration 16Q: 3 clusters Score -8171848 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 56885 members 
Entering Unmasked Estep 
Score: -8172496.500000 Penalty: 5491.434082
	Iteration 17Q: 3 clusters Score -8172496 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 57790 members 
Entering Unmasked Estep 
Score: -8172918.500000 Penalty: 5491.434082
	Iteration 18Q: 3 clusters Score -8172918 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 58442 members 
Entering Unmasked Estep 
Score: -8173151.500000 Penalty: 5491.434082
	Iteration 19Q: 3 clusters Score -8173152 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -8173305.000000 Penalty: 5491.434082
	Iteration 20F: 3 clusters Score -8173305 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -8173391.000000 Penalty: 5491.434082
	Iteration 21Q: 3 clusters Score -8173391 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -8173430.000000 Penalty: 5491.434082
	Iteration 22Q: 3 clusters Score -8173430 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 59600 members 
Entering Unmasked Estep 
Score: -8173461.500000 Penalty: 5491.434082
	Iteration 23Q: 3 clusters Score -8173462 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -8173478.000000 Penalty: 5491.434082
	Iteration 24Q: 3 clusters Score -8173478 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -8173511.000000 Penalty: 5491.434082
	Iteration 25Q: 3 clusters Score -8173511 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 60021 members 
Entering Unmasked Estep 
Score: -8173523.500000 Penalty: 5491.434082
	Iteration 26Q: 3 clusters Score -8173524 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -8173538.500000 Penalty: 5491.434082
	Iteration 27Q: 3 clusters Score -8173538 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 60186 members 
Entering Unmasked Estep 
Score: -8173565.000000 Penalty: 5491.434082
	Iteration 28Q: 3 clusters Score -8173565 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -8173555.000000 Penalty: 5491.434082
	Iteration 29Q: 3 clusters Score -8173555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -8173556.500000 Penalty: 5491.434082
	Iteration 30Q: 3 clusters Score -8173556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -8173553.500000 Penalty: 5491.434082
	Iteration 31Q: 3 clusters Score -8173554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -8173548.000000 Penalty: 5491.434082
	Iteration 32Q: 3 clusters Score -8173548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -8173545.500000 Penalty: 5491.434082
	Iteration 33Q: 3 clusters Score -8173546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -8173562.000000 Penalty: 5491.434082
	Iteration 34Q: 3 clusters Score -8173562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -8173557.500000 Penalty: 5491.434082
	Iteration 35Q: 3 clusters Score -8173558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -8173561.500000 Penalty: 5491.434082
	Iteration 36Q: 3 clusters Score -8173562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 60450 members 
Entering Unmasked Estep 
Score: -8173565.000000 Penalty: 5491.434082
	Iteration 37Q: 3 clusters Score -8173565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
Score: -8173573.000000 Penalty: 5491.434082
	Iteration 38Q: 3 clusters Score -8173573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -8173571.500000 Penalty: 5491.434082
	Iteration 39Q: 3 clusters Score -8173572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -8173564.000000 Penalty: 5491.434082
	Iteration 40F: 3 clusters Score -8173564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 60497 members 
Entering Unmasked Estep 
Score: -8173563.500000 Penalty: 5491.434082
	Iteration 41Q: 3 clusters Score -8173564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 60504 members 
Entering Unmasked Estep 
Score: -8173572.500000 Penalty: 5491.434082
	Iteration 42Q: 3 clusters Score -8173572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -8173572.000000 Penalty: 5491.434082
	Iteration 43Q: 3 clusters Score -8173572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -8173570.500000 Penalty: 5491.434082
	Iteration 44Q: 3 clusters Score -8173570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -8173569.500000 Penalty: 5491.434082
	Iteration 45Q: 3 clusters Score -8173570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -8173570.000000 Penalty: 5491.434082
	Iteration 46Q: 3 clusters Score -8173570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -8173560.000000 Penalty: 5491.434082
	Iteration 47Q: 3 clusters Score -8173560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 60527 members 
Entering Unmasked Estep 
Score: -8173560.000000 Penalty: 5491.434082
	Iteration 48Q: 3 clusters Score -8173560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -8173563.500000 Penalty: 5491.434082
	Iteration 49Q: 3 clusters Score -8173564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 60529 members 
Entering Unmasked Estep 
Score: -8173554.000000 Penalty: 5491.434082
	Iteration 50Q: 3 clusters Score -8173554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 60532 members 
Entering Unmasked Estep 
Score: -8173551.000000 Penalty: 5491.434082
	Iteration 51Q: 3 clusters Score -8173551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 60533 members 
Entering Unmasked Estep 
Score: -8173551.500000 Penalty: 5491.434082
	Iteration 52Q: 3 clusters Score -8173552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -8173562.000000 Penalty: 5491.434082
	Iteration 53Q: 3 clusters Score -8173562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -8173555.500000 Penalty: 5491.434082
	Iteration 54Q: 3 clusters Score -8173556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -8173559.500000 Penalty: 5491.434082
	Iteration 55Q: 3 clusters Score -8173560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -8173558.000000 Penalty: 5491.434082
	Iteration 56Q: 3 clusters Score -8173558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 60543 members 
Entering Unmasked Estep 
Score: -8173564.500000 Penalty: 5491.434082
	Iteration 57Q: 3 clusters Score -8173564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -8173558.000000 Penalty: 5491.434082
	Iteration 58Q: 3 clusters Score -8173558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 60546 members 
Entering Unmasked Estep 
Score: -8173559.000000 Penalty: 5491.434082
	Iteration 59Q: 3 clusters Score -8173559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -8173558.000000 Penalty: 5491.434082
	Iteration 60F: 3 clusters Score -8173558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 60549 members 
Entering Unmasked Estep 
Score: -8173560.000000 Penalty: 5491.434082
	Iteration 61Q: 3 clusters Score -8173560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 60551 members 
Entering Unmasked Estep 
Score: -8173561.000000 Penalty: 5491.434082
	Iteration 62Q: 3 clusters Score -8173561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 60551 members 
Entering Unmasked Estep 
Score: -8173561.000000 Penalty: 5491.434082
	Iteration 63F: 3 clusters Score -8173561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 43144 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 8967 members 
Mstep: Class 5 contains 14460 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 21603 members 
Mstep: Class 8 contains 5444 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 12 contains 177807 members 
Mstep: Class 13 contains 1405 members 
Mstep: Class 14 contains 38190 members 
Mstep: Class 15 contains 5820 members 
Mstep: Class 16 contains 648 members 
Mstep: Class 17 contains 237756 members 
Mstep: Class 18 contains 60551 members 
Mstep: Class 19 contains 22197 members 
Mstep: Class 21 contains 12859 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 3757 members 
Mstep: Class 24 contains 17575 members 
Entering Unmasked Estep 
Score: -90810352.000000 Penalty: 76903.515625
Splitting cluster 23 changes total score from -90792272.000000 to -90810352.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 24 (17575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Entering Unmasked Estep 
Score: -2263712.000000 Penalty: 2424.009766
	Iteration 0F: 2 clusters Score -2263712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2251233.250000 Penalty: 4848.019531
	Iteration 0F: 3 clusters Score -2251233 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2255373.500000 Penalty: 4848.019531
	Iteration 1F: 3 clusters Score -2255374 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2255780.500000 Penalty: 4848.019531
	Iteration 2F: 3 clusters Score -2255780 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2256138.750000 Penalty: 4848.019531
	Iteration 3F: 3 clusters Score -2256139 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2256475.500000 Penalty: 4848.019531
	Iteration 4Q: 3 clusters Score -2256476 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2256795.250000 Penalty: 4848.019531
	Iteration 5Q: 3 clusters Score -2256795 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2257131.500000 Penalty: 4848.019531
	Iteration 6Q: 3 clusters Score -2257132 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2257469.250000 Penalty: 4848.019531
	Iteration 7Q: 3 clusters Score -2257469 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2257863.000000 Penalty: 4848.019531
	Iteration 8Q: 3 clusters Score -2257863 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2258339.750000 Penalty: 4848.019531
	Iteration 9Q: 3 clusters Score -2258340 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2258913.250000 Penalty: 4848.019531
	Iteration 10Q: 3 clusters Score -2258913 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2259481.750000 Penalty: 4848.019531
	Iteration 11Q: 3 clusters Score -2259482 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2259992.000000 Penalty: 4848.019531
	Iteration 12Q: 3 clusters Score -2259992 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2260451.750000 Penalty: 4848.019531
	Iteration 13Q: 3 clusters Score -2260452 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2260800.000000 Penalty: 4848.019531
	Iteration 14Q: 3 clusters Score -2260800 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2261024.500000 Penalty: 4848.019531
	Iteration 15Q: 3 clusters Score -2261024 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2261195.250000 Penalty: 4848.019531
	Iteration 16Q: 3 clusters Score -2261195 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2261299.250000 Penalty: 4848.019531
	Iteration 17Q: 3 clusters Score -2261299 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2261376.500000 Penalty: 4848.019531
	Iteration 18Q: 3 clusters Score -2261376 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2261431.750000 Penalty: 4848.019531
	Iteration 19Q: 3 clusters Score -2261432 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2261473.750000 Penalty: 4848.019531
	Iteration 20F: 3 clusters Score -2261474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2261502.000000 Penalty: 4848.019531
	Iteration 21Q: 3 clusters Score -2261502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2261521.750000 Penalty: 4848.019531
	Iteration 22Q: 3 clusters Score -2261522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2261533.000000 Penalty: 4848.019531
	Iteration 23Q: 3 clusters Score -2261533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2261539.500000 Penalty: 4848.019531
	Iteration 24Q: 3 clusters Score -2261540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2261542.750000 Penalty: 4848.019531
	Iteration 25Q: 3 clusters Score -2261543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2261550.000000 Penalty: 4848.019531
	Iteration 26Q: 3 clusters Score -2261550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2261551.250000 Penalty: 4848.019531
	Iteration 27Q: 3 clusters Score -2261551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2261555.250000 Penalty: 4848.019531
	Iteration 28Q: 3 clusters Score -2261555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2261556.250000 Penalty: 4848.019531
	Iteration 29Q: 3 clusters Score -2261556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2261555.500000 Penalty: 4848.019531
	Iteration 30Q: 3 clusters Score -2261556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2261557.750000 Penalty: 4848.019531
	Iteration 31Q: 3 clusters Score -2261558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2261562.250000 Penalty: 4848.019531
	Iteration 32Q: 3 clusters Score -2261562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2261565.000000 Penalty: 4848.019531
	Iteration 33Q: 3 clusters Score -2261565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2261566.750000 Penalty: 4848.019531
	Iteration 34Q: 3 clusters Score -2261567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2261570.500000 Penalty: 4848.019531
	Iteration 35Q: 3 clusters Score -2261570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2261573.250000 Penalty: 4848.019531
	Iteration 36Q: 3 clusters Score -2261573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2261574.500000 Penalty: 4848.019531
	Iteration 37Q: 3 clusters Score -2261574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2261573.500000 Penalty: 4848.019531
	Iteration 38Q: 3 clusters Score -2261574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2261573.500000 Penalty: 4848.019531
	Iteration 39F: 3 clusters Score -2261574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 43144 members 
Mstep: Class 3 contains 4588 members 
Mstep: Class 4 contains 8967 members 
Mstep: Class 5 contains 14460 members 
Mstep: Class 7 contains 21603 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 9993 members 
Mstep: Class 13 contains 1405 members 
Mstep: Class 14 contains 38190 members 
Mstep: Class 15 contains 5820 members 
Mstep: Class 17 contains 237756 members 
Mstep: Class 19 contains 22197 members 
Mstep: Class 21 contains 12859 members 
Mstep: Class 22 contains 6393 members 
Mstep: Class 23 contains 3757 members 
Mstep: Class 24 contains 17575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90814096.000000 Penalty: 76903.515625
Iteration 39Q: 24 clusters Score -9.08141e+07 nChanged 12092
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 42936 members 
Mstep: Class 3 contains 4586 members 
Mstep: Class 4 contains 9109 members 
Mstep: Class 5 contains 14457 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 21589 members 
Mstep: Class 8 contains 6127 members 
Mstep: Class 9 contains 6319 members 
Mstep: Class 10 contains 14555 members 
Mstep: Class 11 contains 9934 members 
Mstep: Class 12 contains 180103 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 38357 members 
Mstep: Class 15 contains 5872 members 
Mstep: Class 16 contains 638 members 
Mstep: Class 17 contains 233831 members 
Mstep: Class 18 contains 60915 members 
Mstep: Class 19 contains 22102 members 
Mstep: Class 21 contains 13026 members 
Mstep: Class 22 contains 6897 members 
Mstep: Class 23 contains 3755 members 
Mstep: Class 24 contains 17535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90818336.000000 Penalty: 76903.515625
Iteration 40F: 24 clusters Score -9.081834e+07 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 42580 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 9394 members 
Mstep: Class 5 contains 14361 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 21576 members 
Mstep: Class 8 contains 6617 members 
Mstep: Class 9 contains 6136 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 9896 members 
Mstep: Class 12 contains 185402 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 38431 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 660 members 
Mstep: Class 17 contains 227612 members 
Mstep: Class 18 contains 61364 members 
Mstep: Class 19 contains 21944 members 
Mstep: Class 21 contains 13206 members 
Mstep: Class 22 contains 7236 members 
Mstep: Class 23 contains 3772 members 
Mstep: Class 24 contains 17295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90820560.000000 Penalty: 76903.515625
Iteration 41Q: 24 clusters Score -9.082056e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 42240 members 
Mstep: Class 3 contains 4581 members 
Mstep: Class 4 contains 9632 members 
Mstep: Class 5 contains 14313 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 21599 members 
Mstep: Class 8 contains 6977 members 
Mstep: Class 9 contains 6009 members 
Mstep: Class 10 contains 14536 members 
Mstep: Class 11 contains 9883 members 
Mstep: Class 12 contains 190044 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 38532 members 
Mstep: Class 15 contains 6303 members 
Mstep: Class 16 contains 673 members 
Mstep: Class 17 contains 221970 members 
Mstep: Class 18 contains 61636 members 
Mstep: Class 19 contains 21834 members 
Mstep: Class 21 contains 13480 members 
Mstep: Class 22 contains 7467 members 
Mstep: Class 23 contains 3812 members 
Mstep: Class 24 contains 17149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90821896.000000 Penalty: 76903.515625
Iteration 42Q: 24 clusters Score -9.08219e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 41975 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 9825 members 
Mstep: Class 5 contains 14273 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 21669 members 
Mstep: Class 8 contains 7253 members 
Mstep: Class 9 contains 5928 members 
Mstep: Class 10 contains 14598 members 
Mstep: Class 11 contains 9866 members 
Mstep: Class 12 contains 194196 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 38644 members 
Mstep: Class 15 contains 6574 members 
Mstep: Class 16 contains 680 members 
Mstep: Class 17 contains 216807 members 
Mstep: Class 18 contains 61791 members 
Mstep: Class 19 contains 21736 members 
Mstep: Class 21 contains 13812 members 
Mstep: Class 22 contains 7631 members 
Mstep: Class 23 contains 3854 members 
Mstep: Class 24 contains 16997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90822584.000000 Penalty: 76903.515625
Iteration 43Q: 24 clusters Score -9.082258e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 41768 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 9988 members 
Mstep: Class 5 contains 14243 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 21729 members 
Mstep: Class 8 contains 7481 members 
Mstep: Class 9 contains 5887 members 
Mstep: Class 10 contains 14632 members 
Mstep: Class 11 contains 9878 members 
Mstep: Class 12 contains 198041 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 38736 members 
Mstep: Class 15 contains 6826 members 
Mstep: Class 16 contains 682 members 
Mstep: Class 17 contains 212059 members 
Mstep: Class 18 contains 61878 members 
Mstep: Class 19 contains 21624 members 
Mstep: Class 21 contains 14148 members 
Mstep: Class 22 contains 7763 members 
Mstep: Class 23 contains 3892 members 
Mstep: Class 24 contains 16861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90823016.000000 Penalty: 76903.515625
Iteration 44Q: 24 clusters Score -9.082302e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 41549 members 
Mstep: Class 3 contains 4581 members 
Mstep: Class 4 contains 10146 members 
Mstep: Class 5 contains 14209 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 21816 members 
Mstep: Class 8 contains 7711 members 
Mstep: Class 9 contains 5841 members 
Mstep: Class 10 contains 14662 members 
Mstep: Class 11 contains 9893 members 
Mstep: Class 12 contains 201404 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 38827 members 
Mstep: Class 15 contains 7086 members 
Mstep: Class 16 contains 683 members 
Mstep: Class 17 contains 207834 members 
Mstep: Class 18 contains 61927 members 
Mstep: Class 19 contains 21540 members 
Mstep: Class 21 contains 14465 members 
Mstep: Class 22 contains 7861 members 
Mstep: Class 23 contains 3925 members 
Mstep: Class 24 contains 16747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90823232.000000 Penalty: 76903.515625
Iteration 45Q: 24 clusters Score -9.082323e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 41385 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 10269 members 
Mstep: Class 5 contains 14190 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 21902 members 
Mstep: Class 8 contains 7925 members 
Mstep: Class 9 contains 5800 members 
Mstep: Class 10 contains 14694 members 
Mstep: Class 11 contains 9896 members 
Mstep: Class 12 contains 204263 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 38905 members 
Mstep: Class 15 contains 7320 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 204289 members 
Mstep: Class 18 contains 61838 members 
Mstep: Class 19 contains 21449 members 
Mstep: Class 21 contains 14793 members 
Mstep: Class 22 contains 7931 members 
Mstep: Class 23 contains 3964 members 
Mstep: Class 24 contains 16638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90823616.000000 Penalty: 76903.515625
Iteration 46Q: 24 clusters Score -9.082362e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 41214 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 10365 members 
Mstep: Class 5 contains 14183 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 21977 members 
Mstep: Class 8 contains 8091 members 
Mstep: Class 9 contains 5769 members 
Mstep: Class 10 contains 14719 members 
Mstep: Class 11 contains 9917 members 
Mstep: Class 12 contains 206648 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 38969 members 
Mstep: Class 15 contains 7582 members 
Mstep: Class 16 contains 685 members 
Mstep: Class 17 contains 201272 members 
Mstep: Class 18 contains 61738 members 
Mstep: Class 19 contains 21362 members 
Mstep: Class 21 contains 15098 members 
Mstep: Class 22 contains 7987 members 
Mstep: Class 23 contains 4005 members 
Mstep: Class 24 contains 16565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90824592.000000 Penalty: 76903.515625
Iteration 47Q: 24 clusters Score -9.082459e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 41052 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 10445 members 
Mstep: Class 5 contains 14171 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22042 members 
Mstep: Class 8 contains 8217 members 
Mstep: Class 9 contains 5745 members 
Mstep: Class 10 contains 14746 members 
Mstep: Class 11 contains 9947 members 
Mstep: Class 12 contains 208625 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 39033 members 
Mstep: Class 15 contains 7838 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 198772 members 
Mstep: Class 18 contains 61648 members 
Mstep: Class 19 contains 21263 members 
Mstep: Class 21 contains 15359 members 
Mstep: Class 22 contains 8025 members 
Mstep: Class 23 contains 4040 members 
Mstep: Class 24 contains 16504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90824592.000000 Penalty: 76903.515625
Iteration 48Q: 24 clusters Score -9.082459e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 40917 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 10530 members 
Mstep: Class 5 contains 14158 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22081 members 
Mstep: Class 8 contains 8328 members 
Mstep: Class 9 contains 5726 members 
Mstep: Class 10 contains 14765 members 
Mstep: Class 11 contains 9966 members 
Mstep: Class 12 contains 210249 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 39079 members 
Mstep: Class 15 contains 8013 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 196765 members 
Mstep: Class 18 contains 61558 members 
Mstep: Class 19 contains 21184 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 8044 members 
Mstep: Class 23 contains 4078 members 
Mstep: Class 24 contains 16449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90825632.000000 Penalty: 76903.515625
Iteration 49Q: 24 clusters Score -9.082563e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 40760 members 
Mstep: Class 3 contains 4581 members 
Mstep: Class 4 contains 10622 members 
Mstep: Class 5 contains 14154 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22144 members 
Mstep: Class 8 contains 8399 members 
Mstep: Class 9 contains 5707 members 
Mstep: Class 10 contains 14779 members 
Mstep: Class 11 contains 9982 members 
Mstep: Class 12 contains 211505 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 39135 members 
Mstep: Class 15 contains 8154 members 
Mstep: Class 16 contains 683 members 
Mstep: Class 17 contains 195203 members 
Mstep: Class 18 contains 61489 members 
Mstep: Class 19 contains 21113 members 
Mstep: Class 21 contains 15752 members 
Mstep: Class 22 contains 8059 members 
Mstep: Class 23 contains 4122 members 
Mstep: Class 24 contains 16401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826528.000000 Penalty: 76903.515625
Iteration 50Q: 24 clusters Score -9.082653e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 40634 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 10714 members 
Mstep: Class 5 contains 14171 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22180 members 
Mstep: Class 8 contains 8463 members 
Mstep: Class 9 contains 5683 members 
Mstep: Class 10 contains 14795 members 
Mstep: Class 11 contains 9988 members 
Mstep: Class 12 contains 212296 members 
Mstep: Class 13 contains 1403 members 
Mstep: Class 14 contains 39184 members 
Mstep: Class 15 contains 8275 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 194165 members 
Mstep: Class 18 contains 61442 members 
Mstep: Class 19 contains 21043 members 
Mstep: Class 21 contains 15854 members 
Mstep: Class 22 contains 8087 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 16349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826520.000000 Penalty: 76903.515625
Iteration 51Q: 24 clusters Score -9.082652e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 40541 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 10799 members 
Mstep: Class 5 contains 14182 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22214 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 14803 members 
Mstep: Class 11 contains 9996 members 
Mstep: Class 12 contains 212720 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39251 members 
Mstep: Class 15 contains 8381 members 
Mstep: Class 16 contains 686 members 
Mstep: Class 17 contains 193494 members 
Mstep: Class 18 contains 61421 members 
Mstep: Class 19 contains 21004 members 
Mstep: Class 21 contains 15881 members 
Mstep: Class 22 contains 8110 members 
Mstep: Class 23 contains 4194 members 
Mstep: Class 24 contains 16290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90826680.000000 Penalty: 76903.515625
Iteration 52Q: 24 clusters Score -9.082668e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 40464 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 10891 members 
Mstep: Class 5 contains 14206 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22260 members 
Mstep: Class 8 contains 8584 members 
Mstep: Class 9 contains 5653 members 
Mstep: Class 10 contains 14798 members 
Mstep: Class 11 contains 10006 members 
Mstep: Class 12 contains 212824 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39275 members 
Mstep: Class 15 contains 8477 members 
Mstep: Class 16 contains 687 members 
Mstep: Class 17 contains 193217 members 
Mstep: Class 18 contains 61398 members 
Mstep: Class 19 contains 20977 members 
Mstep: Class 21 contains 15841 members 
Mstep: Class 22 contains 8132 members 
Mstep: Class 23 contains 4238 members 
Mstep: Class 24 contains 16248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827144.000000 Penalty: 76903.515625
Iteration 53Q: 24 clusters Score -9.082714e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 40401 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 10978 members 
Mstep: Class 5 contains 14228 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22298 members 
Mstep: Class 8 contains 8643 members 
Mstep: Class 9 contains 5651 members 
Mstep: Class 10 contains 14786 members 
Mstep: Class 11 contains 10014 members 
Mstep: Class 12 contains 212649 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39299 members 
Mstep: Class 15 contains 8570 members 
Mstep: Class 16 contains 687 members 
Mstep: Class 17 contains 193279 members 
Mstep: Class 18 contains 61406 members 
Mstep: Class 19 contains 20944 members 
Mstep: Class 21 contains 15699 members 
Mstep: Class 22 contains 8150 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 16207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827056.000000 Penalty: 76903.515625
Iteration 54Q: 24 clusters Score -9.082706e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 40353 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11068 members 
Mstep: Class 5 contains 14266 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22328 members 
Mstep: Class 8 contains 8679 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 14767 members 
Mstep: Class 11 contains 10011 members 
Mstep: Class 12 contains 212086 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39330 members 
Mstep: Class 15 contains 8659 members 
Mstep: Class 16 contains 688 members 
Mstep: Class 17 contains 193720 members 
Mstep: Class 18 contains 61459 members 
Mstep: Class 19 contains 20912 members 
Mstep: Class 21 contains 15535 members 
Mstep: Class 22 contains 8170 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 16171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827304.000000 Penalty: 76903.515625
Iteration 55Q: 24 clusters Score -9.08273e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 40316 members 
Mstep: Class 3 contains 4581 members 
Mstep: Class 4 contains 11143 members 
Mstep: Class 5 contains 14289 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22356 members 
Mstep: Class 8 contains 8741 members 
Mstep: Class 9 contains 5639 members 
Mstep: Class 10 contains 14746 members 
Mstep: Class 11 contains 10015 members 
Mstep: Class 12 contains 211236 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39355 members 
Mstep: Class 15 contains 8734 members 
Mstep: Class 16 contains 687 members 
Mstep: Class 17 contains 194490 members 
Mstep: Class 18 contains 61525 members 
Mstep: Class 19 contains 20885 members 
Mstep: Class 21 contains 15310 members 
Mstep: Class 22 contains 8182 members 
Mstep: Class 23 contains 4391 members 
Mstep: Class 24 contains 16144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827656.000000 Penalty: 76903.515625
Iteration 56Q: 24 clusters Score -9.082766e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 40274 members 
Mstep: Class 3 contains 4581 members 
Mstep: Class 4 contains 11198 members 
Mstep: Class 5 contains 14313 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22392 members 
Mstep: Class 8 contains 8785 members 
Mstep: Class 9 contains 5630 members 
Mstep: Class 10 contains 14722 members 
Mstep: Class 11 contains 10021 members 
Mstep: Class 12 contains 210133 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39382 members 
Mstep: Class 15 contains 8809 members 
Mstep: Class 16 contains 687 members 
Mstep: Class 17 contains 195588 members 
Mstep: Class 18 contains 61587 members 
Mstep: Class 19 contains 20854 members 
Mstep: Class 21 contains 15058 members 
Mstep: Class 22 contains 8189 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 16115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90827688.000000 Penalty: 76903.515625
Iteration 57Q: 24 clusters Score -9.082769e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 40233 members 
Mstep: Class 3 contains 4581 members 
Mstep: Class 4 contains 11241 members 
Mstep: Class 5 contains 14328 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22425 members 
Mstep: Class 8 contains 8821 members 
Mstep: Class 9 contains 5624 members 
Mstep: Class 10 contains 14699 members 
Mstep: Class 11 contains 10026 members 
Mstep: Class 12 contains 208751 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39422 members 
Mstep: Class 15 contains 8891 members 
Mstep: Class 16 contains 687 members 
Mstep: Class 17 contains 197044 members 
Mstep: Class 18 contains 61624 members 
Mstep: Class 19 contains 20820 members 
Mstep: Class 21 contains 14783 members 
Mstep: Class 22 contains 8190 members 
Mstep: Class 23 contains 4513 members 
Mstep: Class 24 contains 16066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90828672.000000 Penalty: 76903.515625
Iteration 58Q: 24 clusters Score -9.082867e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 40174 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11285 members 
Mstep: Class 5 contains 14326 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22448 members 
Mstep: Class 8 contains 8859 members 
Mstep: Class 9 contains 5619 members 
Mstep: Class 10 contains 14677 members 
Mstep: Class 11 contains 10033 members 
Mstep: Class 12 contains 207082 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39483 members 
Mstep: Class 15 contains 8956 members 
Mstep: Class 16 contains 687 members 
Mstep: Class 17 contains 198807 members 
Mstep: Class 18 contains 61649 members 
Mstep: Class 19 contains 20800 members 
Mstep: Class 21 contains 14473 members 
Mstep: Class 22 contains 8190 members 
Mstep: Class 23 contains 4588 members 
Mstep: Class 24 contains 16055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90829104.000000 Penalty: 76903.515625
Iteration 59Q: 24 clusters Score -9.08291e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 40125 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11331 members 
Mstep: Class 5 contains 14339 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22447 members 
Mstep: Class 8 contains 8878 members 
Mstep: Class 9 contains 5617 members 
Mstep: Class 10 contains 14650 members 
Mstep: Class 11 contains 10041 members 
Mstep: Class 12 contains 205217 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39526 members 
Mstep: Class 15 contains 9005 members 
Mstep: Class 16 contains 688 members 
Mstep: Class 17 contains 200789 members 
Mstep: Class 18 contains 61720 members 
Mstep: Class 19 contains 20793 members 
Mstep: Class 21 contains 14139 members 
Mstep: Class 22 contains 8196 members 
Mstep: Class 23 contains 4661 members 
Mstep: Class 24 contains 16031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90829432.000000 Penalty: 76903.515625
Iteration 60F: 24 clusters Score -9.082943e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 40095 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11390 members 
Mstep: Class 5 contains 14347 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22470 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 5610 members 
Mstep: Class 10 contains 14613 members 
Mstep: Class 11 contains 10040 members 
Mstep: Class 12 contains 203244 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39566 members 
Mstep: Class 15 contains 9129 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 202796 members 
Mstep: Class 18 contains 61800 members 
Mstep: Class 19 contains 20752 members 
Mstep: Class 21 contains 13828 members 
Mstep: Class 22 contains 8199 members 
Mstep: Class 23 contains 4738 members 
Mstep: Class 24 contains 15996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90829800.000000 Penalty: 76903.515625
Iteration 61Q: 24 clusters Score -9.08298e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 40061 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11433 members 
Mstep: Class 5 contains 14353 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22477 members 
Mstep: Class 8 contains 8907 members 
Mstep: Class 9 contains 5600 members 
Mstep: Class 10 contains 14571 members 
Mstep: Class 11 contains 10037 members 
Mstep: Class 12 contains 201063 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39627 members 
Mstep: Class 15 contains 9223 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 205068 members 
Mstep: Class 18 contains 61858 members 
Mstep: Class 19 contains 20730 members 
Mstep: Class 21 contains 13509 members 
Mstep: Class 22 contains 8209 members 
Mstep: Class 23 contains 4823 members 
Mstep: Class 24 contains 15957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90830448.000000 Penalty: 76903.515625
Iteration 62Q: 24 clusters Score -9.083045e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 40015 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11462 members 
Mstep: Class 5 contains 14352 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22498 members 
Mstep: Class 8 contains 8936 members 
Mstep: Class 9 contains 5596 members 
Mstep: Class 10 contains 14527 members 
Mstep: Class 11 contains 10042 members 
Mstep: Class 12 contains 198870 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39678 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 207362 members 
Mstep: Class 18 contains 61932 members 
Mstep: Class 19 contains 20709 members 
Mstep: Class 21 contains 13198 members 
Mstep: Class 22 contains 8213 members 
Mstep: Class 23 contains 4897 members 
Mstep: Class 24 contains 15918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90830792.000000 Penalty: 76903.515625
Iteration 63Q: 24 clusters Score -9.083079e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 39965 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11476 members 
Mstep: Class 5 contains 14348 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22520 members 
Mstep: Class 8 contains 8960 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 10 contains 14483 members 
Mstep: Class 11 contains 10046 members 
Mstep: Class 12 contains 196667 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39710 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 209742 members 
Mstep: Class 18 contains 62010 members 
Mstep: Class 19 contains 20678 members 
Mstep: Class 21 contains 12892 members 
Mstep: Class 22 contains 8216 members 
Mstep: Class 23 contains 4972 members 
Mstep: Class 24 contains 15866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90831232.000000 Penalty: 76903.515625
Iteration 64Q: 24 clusters Score -9.083123e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 39907 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11502 members 
Mstep: Class 5 contains 14345 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22539 members 
Mstep: Class 8 contains 8986 members 
Mstep: Class 9 contains 5587 members 
Mstep: Class 10 contains 14453 members 
Mstep: Class 11 contains 10047 members 
Mstep: Class 12 contains 194463 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39742 members 
Mstep: Class 15 contains 9415 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 212129 members 
Mstep: Class 18 contains 62077 members 
Mstep: Class 19 contains 20655 members 
Mstep: Class 21 contains 12562 members 
Mstep: Class 22 contains 8211 members 
Mstep: Class 23 contains 5054 members 
Mstep: Class 24 contains 15831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90831264.000000 Penalty: 76903.515625
Iteration 65Q: 24 clusters Score -9.083126e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 39866 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11522 members 
Mstep: Class 5 contains 14349 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22564 members 
Mstep: Class 8 contains 9005 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 14416 members 
Mstep: Class 11 contains 10046 members 
Mstep: Class 12 contains 192250 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39776 members 
Mstep: Class 15 contains 9485 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 214471 members 
Mstep: Class 18 contains 62129 members 
Mstep: Class 19 contains 20638 members 
Mstep: Class 21 contains 12273 members 
Mstep: Class 22 contains 8210 members 
Mstep: Class 23 contains 5136 members 
Mstep: Class 24 contains 15794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90831720.000000 Penalty: 76903.515625
Iteration 66Q: 24 clusters Score -9.083172e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 39827 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11545 members 
Mstep: Class 5 contains 14340 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22593 members 
Mstep: Class 8 contains 9031 members 
Mstep: Class 9 contains 5570 members 
Mstep: Class 10 contains 14380 members 
Mstep: Class 11 contains 10048 members 
Mstep: Class 12 contains 190145 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39791 members 
Mstep: Class 15 contains 9548 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 216729 members 
Mstep: Class 18 contains 62161 members 
Mstep: Class 19 contains 20615 members 
Mstep: Class 21 contains 11991 members 
Mstep: Class 22 contains 8214 members 
Mstep: Class 23 contains 5208 members 
Mstep: Class 24 contains 15774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832264.000000 Penalty: 76903.515625
Iteration 67Q: 24 clusters Score -9.083226e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 39796 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11570 members 
Mstep: Class 5 contains 14324 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22618 members 
Mstep: Class 8 contains 9062 members 
Mstep: Class 9 contains 5564 members 
Mstep: Class 10 contains 14349 members 
Mstep: Class 11 contains 10053 members 
Mstep: Class 12 contains 188207 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39789 members 
Mstep: Class 15 contains 9614 members 
Mstep: Class 16 contains 691 members 
Mstep: Class 17 contains 218800 members 
Mstep: Class 18 contains 62198 members 
Mstep: Class 19 contains 20584 members 
Mstep: Class 21 contains 11743 members 
Mstep: Class 22 contains 8217 members 
Mstep: Class 23 contains 5281 members 
Mstep: Class 24 contains 15740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832736.000000 Penalty: 76903.515625
Iteration 68Q: 24 clusters Score -9.083274e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 39743 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14320 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22657 members 
Mstep: Class 8 contains 9072 members 
Mstep: Class 9 contains 5562 members 
Mstep: Class 10 contains 14305 members 
Mstep: Class 11 contains 10053 members 
Mstep: Class 12 contains 186412 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39795 members 
Mstep: Class 15 contains 9664 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 220778 members 
Mstep: Class 18 contains 62228 members 
Mstep: Class 19 contains 20550 members 
Mstep: Class 21 contains 11507 members 
Mstep: Class 22 contains 8223 members 
Mstep: Class 23 contains 5361 members 
Mstep: Class 24 contains 15698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832816.000000 Penalty: 76903.515625
Iteration 69Q: 24 clusters Score -9.083282e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 39697 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11591 members 
Mstep: Class 5 contains 14320 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22687 members 
Mstep: Class 8 contains 9098 members 
Mstep: Class 9 contains 5554 members 
Mstep: Class 10 contains 14278 members 
Mstep: Class 11 contains 10053 members 
Mstep: Class 12 contains 184772 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39791 members 
Mstep: Class 15 contains 9723 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 222532 members 
Mstep: Class 18 contains 62258 members 
Mstep: Class 19 contains 20520 members 
Mstep: Class 21 contains 11324 members 
Mstep: Class 22 contains 8223 members 
Mstep: Class 23 contains 5431 members 
Mstep: Class 24 contains 15658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832872.000000 Penalty: 76903.515625
Iteration 70Q: 24 clusters Score -9.083287e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 39648 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11616 members 
Mstep: Class 5 contains 14324 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22715 members 
Mstep: Class 8 contains 9132 members 
Mstep: Class 9 contains 5557 members 
Mstep: Class 10 contains 14256 members 
Mstep: Class 11 contains 10053 members 
Mstep: Class 12 contains 183325 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39769 members 
Mstep: Class 15 contains 9778 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 224081 members 
Mstep: Class 18 contains 62278 members 
Mstep: Class 19 contains 20486 members 
Mstep: Class 21 contains 11126 members 
Mstep: Class 22 contains 8229 members 
Mstep: Class 23 contains 5492 members 
Mstep: Class 24 contains 15644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832640.000000 Penalty: 76903.515625
Iteration 71Q: 24 clusters Score -9.083264e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 39593 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11636 members 
Mstep: Class 5 contains 14335 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22742 members 
Mstep: Class 8 contains 9160 members 
Mstep: Class 9 contains 5556 members 
Mstep: Class 10 contains 14217 members 
Mstep: Class 11 contains 10052 members 
Mstep: Class 12 contains 182174 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39743 members 
Mstep: Class 15 contains 9834 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 225301 members 
Mstep: Class 18 contains 62292 members 
Mstep: Class 19 contains 20475 members 
Mstep: Class 21 contains 10985 members 
Mstep: Class 22 contains 8234 members 
Mstep: Class 23 contains 5549 members 
Mstep: Class 24 contains 15631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832656.000000 Penalty: 76903.515625
Iteration 72Q: 24 clusters Score -9.083266e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 39554 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11648 members 
Mstep: Class 5 contains 14347 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22773 members 
Mstep: Class 8 contains 9187 members 
Mstep: Class 9 contains 5553 members 
Mstep: Class 10 contains 14204 members 
Mstep: Class 11 contains 10050 members 
Mstep: Class 12 contains 181084 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39719 members 
Mstep: Class 15 contains 9878 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 226411 members 
Mstep: Class 18 contains 62322 members 
Mstep: Class 19 contains 20463 members 
Mstep: Class 21 contains 10863 members 
Mstep: Class 22 contains 8235 members 
Mstep: Class 23 contains 5591 members 
Mstep: Class 24 contains 15628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832816.000000 Penalty: 76903.515625
Iteration 73Q: 24 clusters Score -9.083282e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 39532 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11643 members 
Mstep: Class 5 contains 14352 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22798 members 
Mstep: Class 8 contains 9207 members 
Mstep: Class 9 contains 5551 members 
Mstep: Class 10 contains 14176 members 
Mstep: Class 11 contains 10052 members 
Mstep: Class 12 contains 180035 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39693 members 
Mstep: Class 15 contains 9923 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 227502 members 
Mstep: Class 18 contains 62341 members 
Mstep: Class 19 contains 20450 members 
Mstep: Class 21 contains 10764 members 
Mstep: Class 22 contains 8237 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 15626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832712.000000 Penalty: 76903.515625
Iteration 74Q: 24 clusters Score -9.083271e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 39502 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11654 members 
Mstep: Class 5 contains 14361 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22812 members 
Mstep: Class 8 contains 9223 members 
Mstep: Class 9 contains 5550 members 
Mstep: Class 10 contains 14148 members 
Mstep: Class 11 contains 10052 members 
Mstep: Class 12 contains 179133 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39675 members 
Mstep: Class 15 contains 9970 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 228446 members 
Mstep: Class 18 contains 62350 members 
Mstep: Class 19 contains 20438 members 
Mstep: Class 21 contains 10685 members 
Mstep: Class 22 contains 8242 members 
Mstep: Class 23 contains 5661 members 
Mstep: Class 24 contains 15609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90832888.000000 Penalty: 76903.515625
Iteration 75Q: 24 clusters Score -9.083289e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 39474 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11653 members 
Mstep: Class 5 contains 14369 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22834 members 
Mstep: Class 8 contains 9226 members 
Mstep: Class 9 contains 5549 members 
Mstep: Class 10 contains 14133 members 
Mstep: Class 11 contains 10052 members 
Mstep: Class 12 contains 178401 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39668 members 
Mstep: Class 15 contains 10004 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 229199 members 
Mstep: Class 18 contains 62370 members 
Mstep: Class 19 contains 20425 members 
Mstep: Class 21 contains 10625 members 
Mstep: Class 22 contains 8242 members 
Mstep: Class 23 contains 5694 members 
Mstep: Class 24 contains 15594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833240.000000 Penalty: 76903.515625
Iteration 76Q: 24 clusters Score -9.083324e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 39436 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11645 members 
Mstep: Class 5 contains 14378 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22850 members 
Mstep: Class 8 contains 9229 members 
Mstep: Class 9 contains 5550 members 
Mstep: Class 10 contains 14116 members 
Mstep: Class 11 contains 10052 members 
Mstep: Class 12 contains 177765 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39672 members 
Mstep: Class 15 contains 10040 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 229873 members 
Mstep: Class 18 contains 62391 members 
Mstep: Class 19 contains 20408 members 
Mstep: Class 21 contains 10567 members 
Mstep: Class 22 contains 8244 members 
Mstep: Class 23 contains 5719 members 
Mstep: Class 24 contains 15576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833384.000000 Penalty: 76903.515625
Iteration 77Q: 24 clusters Score -9.083338e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 39414 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11640 members 
Mstep: Class 5 contains 14383 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22867 members 
Mstep: Class 8 contains 9232 members 
Mstep: Class 9 contains 5545 members 
Mstep: Class 10 contains 14104 members 
Mstep: Class 11 contains 10055 members 
Mstep: Class 12 contains 177217 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39665 members 
Mstep: Class 15 contains 10080 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 230437 members 
Mstep: Class 18 contains 62404 members 
Mstep: Class 19 contains 20395 members 
Mstep: Class 21 contains 10524 members 
Mstep: Class 22 contains 8245 members 
Mstep: Class 23 contains 5736 members 
Mstep: Class 24 contains 15568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833224.000000 Penalty: 76903.515625
Iteration 78Q: 24 clusters Score -9.083322e+07 nChanged 1473
Entering ConstructFrom: 
Score: -90833224.000000 Penalty: 76903.515625
Entering ConstructFrom: 
Trying to split cluster 1 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -125924.382812 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -125924.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -123991.492188 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -123991.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -124572.429688 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -124572.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -124926.242188 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -124926.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -125239.406250 Penalty: 3478.009277
	Iteration 3F: 3 clusters Score -125239.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -125398.101562 Penalty: 3478.009277
	Iteration 4Q: 3 clusters Score -125398.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -125496.015625 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -125496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -125530.867188 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -125530.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -125543.859375 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -125543.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -125546.453125 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -125546.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -125549.109375 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -125549.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -125550.367188 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -125550.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -125550.367188 Penalty: 3478.009277
	Iteration 11F: 3 clusters Score -125550.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Entering Unmasked Estep 
Score: -5032951.500000 Penalty: 2624.135498
	Iteration 0F: 2 clusters Score -5032952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -5006171.000000 Penalty: 5248.270996
	Iteration 0F: 3 clusters Score -5006171 nChanged 18086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -5016230.000000 Penalty: 5248.270996
	Iteration 1F: 3 clusters Score -5016230 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -5016969.500000 Penalty: 5248.270996
	Iteration 2Q: 3 clusters Score -5016970 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -5017916.000000 Penalty: 5248.270996
	Iteration 3F: 3 clusters Score -5017916 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -5019105.000000 Penalty: 5248.270996
	Iteration 4F: 3 clusters Score -5019105 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -5020582.000000 Penalty: 5248.270996
	Iteration 5F: 3 clusters Score -5020582 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -5022283.500000 Penalty: 5248.270996
	Iteration 6F: 3 clusters Score -5022284 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -5024045.000000 Penalty: 5248.270996
	Iteration 7F: 3 clusters Score -5024045 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -5025711.500000 Penalty: 5248.270996
	Iteration 8F: 3 clusters Score -5025712 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -5027309.000000 Penalty: 5248.270996
	Iteration 9Q: 3 clusters Score -5027309 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -5028680.500000 Penalty: 5248.270996
	Iteration 10Q: 3 clusters Score -5028680 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -5029709.000000 Penalty: 5248.270996
	Iteration 11Q: 3 clusters Score -5029709 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -5030336.500000 Penalty: 5248.270996
	Iteration 12Q: 3 clusters Score -5030336 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -5030717.000000 Penalty: 5248.270996
	Iteration 13Q: 3 clusters Score -5030717 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -5030934.000000 Penalty: 5248.270996
	Iteration 14Q: 3 clusters Score -5030934 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -5031055.000000 Penalty: 5248.270996
	Iteration 15Q: 3 clusters Score -5031055 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -5031125.500000 Penalty: 5248.270996
	Iteration 16Q: 3 clusters Score -5031126 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -5031169.000000 Penalty: 5248.270996
	Iteration 17Q: 3 clusters Score -5031169 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -5031203.000000 Penalty: 5248.270996
	Iteration 18Q: 3 clusters Score -5031203 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -5031238.000000 Penalty: 5248.270996
	Iteration 19Q: 3 clusters Score -5031238 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -5031284.500000 Penalty: 5248.270996
	Iteration 20F: 3 clusters Score -5031284 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -5031311.500000 Penalty: 5248.270996
	Iteration 21Q: 3 clusters Score -5031312 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -5031334.000000 Penalty: 5248.270996
	Iteration 22Q: 3 clusters Score -5031334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -5031358.500000 Penalty: 5248.270996
	Iteration 23Q: 3 clusters Score -5031358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -5031377.500000 Penalty: 5248.270996
	Iteration 24Q: 3 clusters Score -5031378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -5031413.500000 Penalty: 5248.270996
	Iteration 25Q: 3 clusters Score -5031414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -5031429.500000 Penalty: 5248.270996
	Iteration 26Q: 3 clusters Score -5031430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -5031444.500000 Penalty: 5248.270996
	Iteration 27Q: 3 clusters Score -5031444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -5031453.500000 Penalty: 5248.270996
	Iteration 28Q: 3 clusters Score -5031454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -5031458.500000 Penalty: 5248.270996
	Iteration 29Q: 3 clusters Score -5031458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -5031465.000000 Penalty: 5248.270996
	Iteration 30Q: 3 clusters Score -5031465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -5031466.000000 Penalty: 5248.270996
	Iteration 31Q: 3 clusters Score -5031466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -5031472.500000 Penalty: 5248.270996
	Iteration 32Q: 3 clusters Score -5031472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -5031486.000000 Penalty: 5248.270996
	Iteration 33Q: 3 clusters Score -5031486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -5031495.000000 Penalty: 5248.270996
	Iteration 34Q: 3 clusters Score -5031495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -5031495.500000 Penalty: 5248.270996
	Iteration 35Q: 3 clusters Score -5031496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -5031495.500000 Penalty: 5248.270996
	Iteration 36Q: 3 clusters Score -5031496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -5031492.000000 Penalty: 5248.270996
	Iteration 37Q: 3 clusters Score -5031492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -5031494.000000 Penalty: 5248.270996
	Iteration 38Q: 3 clusters Score -5031494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -5031494.000000 Penalty: 5248.270996
	Iteration 39F: 3 clusters Score -5031494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Entering Unmasked Estep 
Score: -573688.750000 Penalty: 2090.504639
	Iteration 0F: 2 clusters Score -573688.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -569428.500000 Penalty: 4181.009277
	Iteration 0F: 3 clusters Score -569428.5 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -570421.812500 Penalty: 4181.009277
	Iteration 1F: 3 clusters Score -570421.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -570680.250000 Penalty: 4181.009277
	Iteration 2F: 3 clusters Score -570680.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -570872.312500 Penalty: 4181.009277
	Iteration 3F: 3 clusters Score -570872.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -571002.875000 Penalty: 4181.009277
	Iteration 4Q: 3 clusters Score -571002.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -571092.187500 Penalty: 4181.009277
	Iteration 5Q: 3 clusters Score -571092.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -571168.437500 Penalty: 4181.009277
	Iteration 6Q: 3 clusters Score -571168.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -571236.375000 Penalty: 4181.009277
	Iteration 7Q: 3 clusters Score -571236.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -571290.250000 Penalty: 4181.009277
	Iteration 8Q: 3 clusters Score -571290.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -571347.312500 Penalty: 4181.009277
	Iteration 9Q: 3 clusters Score -571347.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -571407.250000 Penalty: 4181.009277
	Iteration 10Q: 3 clusters Score -571407.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -571477.125000 Penalty: 4181.009277
	Iteration 11Q: 3 clusters Score -571477.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -571572.750000 Penalty: 4181.009277
	Iteration 12Q: 3 clusters Score -571572.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -571703.000000 Penalty: 4181.009277
	Iteration 13Q: 3 clusters Score -571703 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -571859.312500 Penalty: 4181.009277
	Iteration 14Q: 3 clusters Score -571859.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -572128.250000 Penalty: 4181.009277
	Iteration 15Q: 3 clusters Score -572128.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -572567.875000 Penalty: 4181.009277
	Iteration 16F: 3 clusters Score -572567.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -573146.562500 Penalty: 4181.009277
	Iteration 17F: 3 clusters Score -573146.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -573798.187500 Penalty: 4181.009277
	Iteration 18F: 3 clusters Score -573798.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -574394.750000 Penalty: 4181.009277
	Iteration 19F: 3 clusters Score -574394.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -574650.000000 Penalty: 4181.009277
	Iteration 20F: 3 clusters Score -574650 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -574745.187500 Penalty: 4181.009277
	Iteration 21Q: 3 clusters Score -574745.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -574783.000000 Penalty: 4181.009277
	Iteration 22Q: 3 clusters Score -574783 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -574802.375000 Penalty: 4181.009277
	Iteration 23Q: 3 clusters Score -574802.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -574816.062500 Penalty: 4181.009277
	Iteration 24Q: 3 clusters Score -574816.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -574827.687500 Penalty: 4181.009277
	Iteration 25Q: 3 clusters Score -574827.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -574833.937500 Penalty: 4181.009277
	Iteration 26Q: 3 clusters Score -574833.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -574838.187500 Penalty: 4181.009277
	Iteration 27Q: 3 clusters Score -574838.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -574842.125000 Penalty: 4181.009277
	Iteration 28Q: 3 clusters Score -574842.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -574843.875000 Penalty: 4181.009277
	Iteration 29Q: 3 clusters Score -574843.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -574846.187500 Penalty: 4181.009277
	Iteration 30Q: 3 clusters Score -574846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -574847.875000 Penalty: 4181.009277
	Iteration 31Q: 3 clusters Score -574847.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -574849.687500 Penalty: 4181.009277
	Iteration 32Q: 3 clusters Score -574849.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -574850.062500 Penalty: 4181.009277
	Iteration 33Q: 3 clusters Score -574850.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -574850.750000 Penalty: 4181.009277
	Iteration 34Q: 3 clusters Score -574850.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -574851.312500 Penalty: 4181.009277
	Iteration 35Q: 3 clusters Score -574851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -574852.750000 Penalty: 4181.009277
	Iteration 36Q: 3 clusters Score -574852.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -574854.812500 Penalty: 4181.009277
	Iteration 37Q: 3 clusters Score -574854.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -574855.437500 Penalty: 4181.009277
	Iteration 38Q: 3 clusters Score -574855.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -574855.437500 Penalty: 4181.009277
	Iteration 39F: 3 clusters Score -574855.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 39387 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 11638 members 
Mstep: Class 5 contains 14376 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22876 members 
Mstep: Class 8 contains 9242 members 
Mstep: Class 9 contains 5546 members 
Mstep: Class 10 contains 14087 members 
Mstep: Class 11 contains 10055 members 
Mstep: Class 12 contains 176780 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39647 members 
Mstep: Class 15 contains 10121 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 230939 members 
Mstep: Class 18 contains 62385 members 
Mstep: Class 19 contains 20382 members 
Mstep: Class 20 contains 2352 members 
Mstep: Class 21 contains 10479 members 
Mstep: Class 22 contains 8251 members 
Mstep: Class 23 contains 5756 members 
Mstep: Class 24 contains 15564 members 
Entering Unmasked Estep 
Score: -90832928.000000 Penalty: 80247.148438
Splitting cluster 3 changes total score from -90833224.000000 to -90832928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (11638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Entering Unmasked Estep 
Score: -1541148.625000 Penalty: 2321.783691
	Iteration 0F: 2 clusters Score -1541149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1532414.375000 Penalty: 4643.567383
	Iteration 0F: 3 clusters Score -1532414 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1534989.375000 Penalty: 4643.567383
	Iteration 1F: 3 clusters Score -1534989 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1535390.500000 Penalty: 4643.567383
	Iteration 2F: 3 clusters Score -1535390 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1535724.125000 Penalty: 4643.567383
	Iteration 3F: 3 clusters Score -1535724 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1536036.250000 Penalty: 4643.567383
	Iteration 4F: 3 clusters Score -1536036 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1536358.000000 Penalty: 4643.567383
	Iteration 5Q: 3 clusters Score -1536358 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1536659.000000 Penalty: 4643.567383
	Iteration 6Q: 3 clusters Score -1536659 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1536993.250000 Penalty: 4643.567383
	Iteration 7Q: 3 clusters Score -1536993 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1537331.625000 Penalty: 4643.567383
	Iteration 8Q: 3 clusters Score -1537332 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1537676.250000 Penalty: 4643.567383
	Iteration 9Q: 3 clusters Score -1537676 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1537994.375000 Penalty: 4643.567383
	Iteration 10Q: 3 clusters Score -1537994 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1538298.000000 Penalty: 4643.567383
	Iteration 11Q: 3 clusters Score -1538298 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1538556.000000 Penalty: 4643.567383
	Iteration 12Q: 3 clusters Score -1538556 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1538782.000000 Penalty: 4643.567383
	Iteration 13Q: 3 clusters Score -1538782 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1538930.500000 Penalty: 4643.567383
	Iteration 14Q: 3 clusters Score -1538930 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1539056.000000 Penalty: 4643.567383
	Iteration 15Q: 3 clusters Score -1539056 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1539138.750000 Penalty: 4643.567383
	Iteration 16Q: 3 clusters Score -1539139 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1539191.375000 Penalty: 4643.567383
	Iteration 17Q: 3 clusters Score -1539191 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1539227.625000 Penalty: 4643.567383
	Iteration 18Q: 3 clusters Score -1539228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1539254.125000 Penalty: 4643.567383
	Iteration 19Q: 3 clusters Score -1539254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1539265.000000 Penalty: 4643.567383
	Iteration 20F: 3 clusters Score -1539265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1539285.500000 Penalty: 4643.567383
	Iteration 21Q: 3 clusters Score -1539286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1539300.750000 Penalty: 4643.567383
	Iteration 22Q: 3 clusters Score -1539301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1539308.625000 Penalty: 4643.567383
	Iteration 23Q: 3 clusters Score -1539309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1539317.500000 Penalty: 4643.567383
	Iteration 24Q: 3 clusters Score -1539318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1539326.375000 Penalty: 4643.567383
	Iteration 25Q: 3 clusters Score -1539326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1539337.625000 Penalty: 4643.567383
	Iteration 26Q: 3 clusters Score -1539338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1539348.125000 Penalty: 4643.567383
	Iteration 27Q: 3 clusters Score -1539348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1539352.750000 Penalty: 4643.567383
	Iteration 28Q: 3 clusters Score -1539353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1539356.125000 Penalty: 4643.567383
	Iteration 29Q: 3 clusters Score -1539356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1539360.125000 Penalty: 4643.567383
	Iteration 30Q: 3 clusters Score -1539360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1539361.625000 Penalty: 4643.567383
	Iteration 31Q: 3 clusters Score -1539362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1539363.750000 Penalty: 4643.567383
	Iteration 32Q: 3 clusters Score -1539364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1539363.750000 Penalty: 4643.567383
	Iteration 33F: 3 clusters Score -1539364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Entering Unmasked Estep 
Score: -1873860.000000 Penalty: 2374.182373
	Iteration 0F: 2 clusters Score -1873860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1863502.500000 Penalty: 4748.364746
	Iteration 0F: 3 clusters Score -1863502 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1866716.500000 Penalty: 4748.364746
	Iteration 1F: 3 clusters Score -1866716 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1867071.500000 Penalty: 4748.364746
	Iteration 2F: 3 clusters Score -1867072 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1867371.125000 Penalty: 4748.364746
	Iteration 3Q: 3 clusters Score -1867371 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1867668.375000 Penalty: 4748.364746
	Iteration 4Q: 3 clusters Score -1867668 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1868002.250000 Penalty: 4748.364746
	Iteration 5Q: 3 clusters Score -1868002 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1868412.250000 Penalty: 4748.364746
	Iteration 6Q: 3 clusters Score -1868412 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1868920.625000 Penalty: 4748.364746
	Iteration 7F: 3 clusters Score -1868921 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1869499.750000 Penalty: 4748.364746
	Iteration 8F: 3 clusters Score -1869500 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1870159.500000 Penalty: 4748.364746
	Iteration 9F: 3 clusters Score -1870160 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1870736.625000 Penalty: 4748.364746
	Iteration 10F: 3 clusters Score -1870737 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1871159.500000 Penalty: 4748.364746
	Iteration 11Q: 3 clusters Score -1871160 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1871518.250000 Penalty: 4748.364746
	Iteration 12Q: 3 clusters Score -1871518 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1871764.750000 Penalty: 4748.364746
	Iteration 13Q: 3 clusters Score -1871765 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1871918.500000 Penalty: 4748.364746
	Iteration 14Q: 3 clusters Score -1871918 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1871988.250000 Penalty: 4748.364746
	Iteration 15Q: 3 clusters Score -1871988 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1872043.500000 Penalty: 4748.364746
	Iteration 16Q: 3 clusters Score -1872044 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1872077.000000 Penalty: 4748.364746
	Iteration 17Q: 3 clusters Score -1872077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1872099.500000 Penalty: 4748.364746
	Iteration 18Q: 3 clusters Score -1872100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1872113.000000 Penalty: 4748.364746
	Iteration 19Q: 3 clusters Score -1872113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1872123.250000 Penalty: 4748.364746
	Iteration 20F: 3 clusters Score -1872123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1872140.125000 Penalty: 4748.364746
	Iteration 21Q: 3 clusters Score -1872140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1872158.000000 Penalty: 4748.364746
	Iteration 22Q: 3 clusters Score -1872158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1872166.750000 Penalty: 4748.364746
	Iteration 23Q: 3 clusters Score -1872167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1872173.500000 Penalty: 4748.364746
	Iteration 24Q: 3 clusters Score -1872174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1872174.125000 Penalty: 4748.364746
	Iteration 25Q: 3 clusters Score -1872174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1872173.875000 Penalty: 4748.364746
	Iteration 26Q: 3 clusters Score -1872174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1872176.875000 Penalty: 4748.364746
	Iteration 27Q: 3 clusters Score -1872177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1872178.000000 Penalty: 4748.364746
	Iteration 28Q: 3 clusters Score -1872178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1872182.750000 Penalty: 4748.364746
	Iteration 29Q: 3 clusters Score -1872183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1872183.000000 Penalty: 4748.364746
	Iteration 30Q: 3 clusters Score -1872183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1872184.500000 Penalty: 4748.364746
	Iteration 31Q: 3 clusters Score -1872184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1872184.500000 Penalty: 4748.364746
	Iteration 32F: 3 clusters Score -1872184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -147057.265625 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -147057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -144945.781250 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -144945.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -145943.515625 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -145943.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -146515.984375 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -146516 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -146941.031250 Penalty: 3584.560303
	Iteration 3F: 3 clusters Score -146941 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -147301.562500 Penalty: 3584.560303
	Iteration 4F: 3 clusters Score -147301.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -147475.109375 Penalty: 3584.560303
	Iteration 5Q: 3 clusters Score -147475.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -147592.125000 Penalty: 3584.560303
	Iteration 6Q: 3 clusters Score -147592.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -147656.875000 Penalty: 3584.560303
	Iteration 7Q: 3 clusters Score -147656.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -147681.718750 Penalty: 3584.560303
	Iteration 8Q: 3 clusters Score -147681.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -147693.765625 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -147693.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -147698.609375 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -147698.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -147703.125000 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -147703.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -147709.921875 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -147709.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -147710.781250 Penalty: 3584.560303
	Iteration 13Q: 3 clusters Score -147710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -147713.828125 Penalty: 3584.560303
	Iteration 14Q: 3 clusters Score -147713.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -147718.296875 Penalty: 3584.560303
	Iteration 15Q: 3 clusters Score -147718.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -147720.140625 Penalty: 3584.560303
	Iteration 16Q: 3 clusters Score -147720.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -147720.500000 Penalty: 3584.560303
	Iteration 17Q: 3 clusters Score -147720.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -147723.140625 Penalty: 3584.560303
	Iteration 18Q: 3 clusters Score -147723.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -147723.140625 Penalty: 3584.560303
	Iteration 19F: 3 clusters Score -147723.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 39387 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11638 members 
Mstep: Class 5 contains 14376 members 
Mstep: Class 6 contains 833 members 
Mstep: Class 7 contains 22876 members 
Mstep: Class 8 contains 9242 members 
Mstep: Class 9 contains 5546 members 
Mstep: Class 10 contains 14087 members 
Mstep: Class 11 contains 10055 members 
Mstep: Class 12 contains 176780 members 
Mstep: Class 13 contains 1404 members 
Mstep: Class 14 contains 39647 members 
Mstep: Class 15 contains 10121 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 230939 members 
Mstep: Class 18 contains 62385 members 
Mstep: Class 19 contains 20382 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 10479 members 
Mstep: Class 22 contains 8251 members 
Mstep: Class 23 contains 5756 members 
Mstep: Class 24 contains 15564 members 
Entering Unmasked Estep 
Score: -90832152.000000 Penalty: 80247.148438
Splitting cluster 6 changes total score from -90833224.000000 to -90832152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (22876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Entering Unmasked Estep 
Score: -2730200.000000 Penalty: 2489.385254
	Iteration 0F: 2 clusters Score -2730200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2714282.500000 Penalty: 4978.770508
	Iteration 0F: 3 clusters Score -2714282 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2719940.250000 Penalty: 4978.770508
	Iteration 1F: 3 clusters Score -2719940 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2720549.000000 Penalty: 4978.770508
	Iteration 2F: 3 clusters Score -2720549 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2721129.000000 Penalty: 4978.770508
	Iteration 3F: 3 clusters Score -2721129 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2721713.000000 Penalty: 4978.770508
	Iteration 4Q: 3 clusters Score -2721713 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2722363.750000 Penalty: 4978.770508
	Iteration 5Q: 3 clusters Score -2722364 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2723144.500000 Penalty: 4978.770508
	Iteration 6F: 3 clusters Score -2723144 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2724034.750000 Penalty: 4978.770508
	Iteration 7F: 3 clusters Score -2724035 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2724943.500000 Penalty: 4978.770508
	Iteration 8F: 3 clusters Score -2724944 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2725768.500000 Penalty: 4978.770508
	Iteration 9Q: 3 clusters Score -2725768 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2726457.250000 Penalty: 4978.770508
	Iteration 10Q: 3 clusters Score -2726457 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2727001.500000 Penalty: 4978.770508
	Iteration 11Q: 3 clusters Score -2727002 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2727385.500000 Penalty: 4978.770508
	Iteration 12Q: 3 clusters Score -2727386 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2727660.250000 Penalty: 4978.770508
	Iteration 13Q: 3 clusters Score -2727660 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -2727815.750000 Penalty: 4978.770508
	Iteration 14Q: 3 clusters Score -2727816 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2727930.750000 Penalty: 4978.770508
	Iteration 15Q: 3 clusters Score -2727931 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2728014.250000 Penalty: 4978.770508
	Iteration 16Q: 3 clusters Score -2728014 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -2728078.500000 Penalty: 4978.770508
	Iteration 17Q: 3 clusters Score -2728078 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2728135.500000 Penalty: 4978.770508
	Iteration 18Q: 3 clusters Score -2728136 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2728162.000000 Penalty: 4978.770508
	Iteration 19Q: 3 clusters Score -2728162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2728174.750000 Penalty: 4978.770508
	Iteration 20F: 3 clusters Score -2728175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2728192.000000 Penalty: 4978.770508
	Iteration 21Q: 3 clusters Score -2728192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -2728216.250000 Penalty: 4978.770508
	Iteration 22Q: 3 clusters Score -2728216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2728231.000000 Penalty: 4978.770508
	Iteration 23Q: 3 clusters Score -2728231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -2728247.000000 Penalty: 4978.770508
	Iteration 24Q: 3 clusters Score -2728247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -2728268.500000 Penalty: 4978.770508
	Iteration 25Q: 3 clusters Score -2728268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2728267.000000 Penalty: 4978.770508
	Iteration 26Q: 3 clusters Score -2728267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2728277.500000 Penalty: 4978.770508
	Iteration 27Q: 3 clusters Score -2728278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2728291.000000 Penalty: 4978.770508
	Iteration 28Q: 3 clusters Score -2728291 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -2728306.250000 Penalty: 4978.770508
	Iteration 29Q: 3 clusters Score -2728306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2728322.250000 Penalty: 4978.770508
	Iteration 30Q: 3 clusters Score -2728322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -2728328.750000 Penalty: 4978.770508
	Iteration 31Q: 3 clusters Score -2728329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2728343.000000 Penalty: 4978.770508
	Iteration 32Q: 3 clusters Score -2728343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2728338.000000 Penalty: 4978.770508
	Iteration 33Q: 3 clusters Score -2728338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -2728345.500000 Penalty: 4978.770508
	Iteration 34Q: 3 clusters Score -2728346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2728349.250000 Penalty: 4978.770508
	Iteration 35Q: 3 clusters Score -2728349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -2728356.750000 Penalty: 4978.770508
	Iteration 36Q: 3 clusters Score -2728357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -2728363.750000 Penalty: 4978.770508
	Iteration 37Q: 3 clusters Score -2728364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -2728365.250000 Penalty: 4978.770508
	Iteration 38Q: 3 clusters Score -2728365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -2728369.250000 Penalty: 4978.770508
	Iteration 39Q: 3 clusters Score -2728369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2728370.500000 Penalty: 4978.770508
	Iteration 40F: 3 clusters Score -2728370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -2728377.000000 Penalty: 4978.770508
	Iteration 41Q: 3 clusters Score -2728377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2728383.750000 Penalty: 4978.770508
	Iteration 42Q: 3 clusters Score -2728384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2728379.500000 Penalty: 4978.770508
	Iteration 43Q: 3 clusters Score -2728380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2728379.500000 Penalty: 4978.770508
	Iteration 44Q: 3 clusters Score -2728380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2728379.500000 Penalty: 4978.770508
	Iteration 45F: 3 clusters Score -2728380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Entering Unmasked Estep 
Score: -1225063.375000 Penalty: 2264.615479
	Iteration 0F: 2 clusters Score -1225063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1217846.250000 Penalty: 4529.230957
	Iteration 0F: 3 clusters Score -1217846 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1219842.375000 Penalty: 4529.230957
	Iteration 1F: 3 clusters Score -1219842 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1220104.625000 Penalty: 4529.230957
	Iteration 2F: 3 clusters Score -1220105 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1220275.125000 Penalty: 4529.230957
	Iteration 3Q: 3 clusters Score -1220275 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1220403.250000 Penalty: 4529.230957
	Iteration 4Q: 3 clusters Score -1220403 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1220506.875000 Penalty: 4529.230957
	Iteration 5Q: 3 clusters Score -1220507 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1220595.625000 Penalty: 4529.230957
	Iteration 6Q: 3 clusters Score -1220596 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1220683.625000 Penalty: 4529.230957
	Iteration 7Q: 3 clusters Score -1220684 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1220786.000000 Penalty: 4529.230957
	Iteration 8Q: 3 clusters Score -1220786 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1220875.750000 Penalty: 4529.230957
	Iteration 9Q: 3 clusters Score -1220876 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1220984.625000 Penalty: 4529.230957
	Iteration 10Q: 3 clusters Score -1220985 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1221107.750000 Penalty: 4529.230957
	Iteration 11Q: 3 clusters Score -1221108 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1221236.250000 Penalty: 4529.230957
	Iteration 12Q: 3 clusters Score -1221236 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1221382.875000 Penalty: 4529.230957
	Iteration 13Q: 3 clusters Score -1221383 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1221606.000000 Penalty: 4529.230957
	Iteration 14Q: 3 clusters Score -1221606 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1221862.625000 Penalty: 4529.230957
	Iteration 15Q: 3 clusters Score -1221863 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1222116.750000 Penalty: 4529.230957
	Iteration 16Q: 3 clusters Score -1222117 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1222322.500000 Penalty: 4529.230957
	Iteration 17Q: 3 clusters Score -1222322 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1222505.500000 Penalty: 4529.230957
	Iteration 18Q: 3 clusters Score -1222506 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1222669.250000 Penalty: 4529.230957
	Iteration 19Q: 3 clusters Score -1222669 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1222778.500000 Penalty: 4529.230957
	Iteration 20F: 3 clusters Score -1222778 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1222857.125000 Penalty: 4529.230957
	Iteration 21Q: 3 clusters Score -1222857 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1222915.125000 Penalty: 4529.230957
	Iteration 22Q: 3 clusters Score -1222915 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1222953.250000 Penalty: 4529.230957
	Iteration 23Q: 3 clusters Score -1222953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1222984.500000 Penalty: 4529.230957
	Iteration 24Q: 3 clusters Score -1222984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1223006.750000 Penalty: 4529.230957
	Iteration 25Q: 3 clusters Score -1223007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1223024.250000 Penalty: 4529.230957
	Iteration 26Q: 3 clusters Score -1223024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1223039.250000 Penalty: 4529.230957
	Iteration 27Q: 3 clusters Score -1223039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1223052.875000 Penalty: 4529.230957
	Iteration 28Q: 3 clusters Score -1223053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1223068.875000 Penalty: 4529.230957
	Iteration 29Q: 3 clusters Score -1223069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1223082.625000 Penalty: 4529.230957
	Iteration 30Q: 3 clusters Score -1223083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1223091.125000 Penalty: 4529.230957
	Iteration 31Q: 3 clusters Score -1223091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1223097.625000 Penalty: 4529.230957
	Iteration 32Q: 3 clusters Score -1223098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1223101.625000 Penalty: 4529.230957
	Iteration 33Q: 3 clusters Score -1223102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1223105.625000 Penalty: 4529.230957
	Iteration 34Q: 3 clusters Score -1223106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1223107.125000 Penalty: 4529.230957
	Iteration 35Q: 3 clusters Score -1223107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1223106.875000 Penalty: 4529.230957
	Iteration 36Q: 3 clusters Score -1223107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1223106.875000 Penalty: 4529.230957
	Iteration 37F: 3 clusters Score -1223107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Entering Unmasked Estep 
Score: -728374.875000 Penalty: 2137.966553
	Iteration 0F: 2 clusters Score -728374.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -723496.687500 Penalty: 4275.933105
	Iteration 0F: 3 clusters Score -723496.7 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -724614.125000 Penalty: 4275.933105
	Iteration 1F: 3 clusters Score -724614.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -724806.750000 Penalty: 4275.933105
	Iteration 2F: 3 clusters Score -724806.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -724915.562500 Penalty: 4275.933105
	Iteration 3Q: 3 clusters Score -724915.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -724999.375000 Penalty: 4275.933105
	Iteration 4Q: 3 clusters Score -724999.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -725060.562500 Penalty: 4275.933105
	Iteration 5Q: 3 clusters Score -725060.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -725106.812500 Penalty: 4275.933105
	Iteration 6Q: 3 clusters Score -725106.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -725140.750000 Penalty: 4275.933105
	Iteration 7Q: 3 clusters Score -725140.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -725173.000000 Penalty: 4275.933105
	Iteration 8Q: 3 clusters Score -725173 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -725195.875000 Penalty: 4275.933105
	Iteration 9Q: 3 clusters Score -725195.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -725221.000000 Penalty: 4275.933105
	Iteration 10Q: 3 clusters Score -725221 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -725247.625000 Penalty: 4275.933105
	Iteration 11Q: 3 clusters Score -725247.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -725270.437500 Penalty: 4275.933105
	Iteration 12Q: 3 clusters Score -725270.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -725297.062500 Penalty: 4275.933105
	Iteration 13Q: 3 clusters Score -725297.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -725318.625000 Penalty: 4275.933105
	Iteration 14Q: 3 clusters Score -725318.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -725343.375000 Penalty: 4275.933105
	Iteration 15Q: 3 clusters Score -725343.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -725378.000000 Penalty: 4275.933105
	Iteration 16Q: 3 clusters Score -725378 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -725424.312500 Penalty: 4275.933105
	Iteration 17Q: 3 clusters Score -725424.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -725475.500000 Penalty: 4275.933105
	Iteration 18Q: 3 clusters Score -725475.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -725531.500000 Penalty: 4275.933105
	Iteration 19Q: 3 clusters Score -725531.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -725590.312500 Penalty: 4275.933105
	Iteration 20F: 3 clusters Score -725590.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -725654.625000 Penalty: 4275.933105
	Iteration 21Q: 3 clusters Score -725654.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -725730.375000 Penalty: 4275.933105
	Iteration 22Q: 3 clusters Score -725730.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -725799.562500 Penalty: 4275.933105
	Iteration 23Q: 3 clusters Score -725799.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -725859.687500 Penalty: 4275.933105
	Iteration 24Q: 3 clusters Score -725859.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -725920.687500 Penalty: 4275.933105
	Iteration 25Q: 3 clusters Score -725920.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -725989.250000 Penalty: 4275.933105
	Iteration 26Q: 3 clusters Score -725989.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -726047.437500 Penalty: 4275.933105
	Iteration 27Q: 3 clusters Score -726047.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -726091.437500 Penalty: 4275.933105
	Iteration 28Q: 3 clusters Score -726091.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -726149.125000 Penalty: 4275.933105
	Iteration 29Q: 3 clusters Score -726149.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -726204.812500 Penalty: 4275.933105
	Iteration 30Q: 3 clusters Score -726204.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -726253.562500 Penalty: 4275.933105
	Iteration 31Q: 3 clusters Score -726253.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -726290.812500 Penalty: 4275.933105
	Iteration 32Q: 3 clusters Score -726290.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -726318.187500 Penalty: 4275.933105
	Iteration 33Q: 3 clusters Score -726318.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -726346.437500 Penalty: 4275.933105
	Iteration 34Q: 3 clusters Score -726346.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -726374.937500 Penalty: 4275.933105
	Iteration 35Q: 3 clusters Score -726374.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -726398.125000 Penalty: 4275.933105
	Iteration 36Q: 3 clusters Score -726398.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -726425.000000 Penalty: 4275.933105
	Iteration 37Q: 3 clusters Score -726425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -726444.500000 Penalty: 4275.933105
	Iteration 38Q: 3 clusters Score -726444.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -726455.437500 Penalty: 4275.933105
	Iteration 39Q: 3 clusters Score -726455.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -726468.750000 Penalty: 4275.933105
	Iteration 40F: 3 clusters Score -726468.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -726473.687500 Penalty: 4275.933105
	Iteration 41Q: 3 clusters Score -726473.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -726481.437500 Penalty: 4275.933105
	Iteration 42Q: 3 clusters Score -726481.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -726484.312500 Penalty: 4275.933105
	Iteration 43Q: 3 clusters Score -726484.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -726490.187500 Penalty: 4275.933105
	Iteration 44Q: 3 clusters Score -726490.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -726495.125000 Penalty: 4275.933105
	Iteration 45Q: 3 clusters Score -726495.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -726499.062500 Penalty: 4275.933105
	Iteration 46Q: 3 clusters Score -726499.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -726498.750000 Penalty: 4275.933105
	Iteration 47Q: 3 clusters Score -726498.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -726498.750000 Penalty: 4275.933105
	Iteration 48F: 3 clusters Score -726498.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Entering Unmasked Estep 
Score: -1776767.375000 Penalty: 2369.145996
	Iteration 0F: 2 clusters Score -1776767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1766500.625000 Penalty: 4738.291992
	Iteration 0F: 3 clusters Score -1766501 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1769774.125000 Penalty: 4738.291992
	Iteration 1F: 3 clusters Score -1769774 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1770144.250000 Penalty: 4738.291992
	Iteration 2F: 3 clusters Score -1770144 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1770484.500000 Penalty: 4738.291992
	Iteration 3F: 3 clusters Score -1770484 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1770790.375000 Penalty: 4738.291992
	Iteration 4Q: 3 clusters Score -1770790 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1771156.750000 Penalty: 4738.291992
	Iteration 5Q: 3 clusters Score -1771157 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1771584.625000 Penalty: 4738.291992
	Iteration 6Q: 3 clusters Score -1771585 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1772016.125000 Penalty: 4738.291992
	Iteration 7F: 3 clusters Score -1772016 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1772445.250000 Penalty: 4738.291992
	Iteration 8F: 3 clusters Score -1772445 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1772811.625000 Penalty: 4738.291992
	Iteration 9Q: 3 clusters Score -1772812 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1773085.000000 Penalty: 4738.291992
	Iteration 10Q: 3 clusters Score -1773085 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1773272.875000 Penalty: 4738.291992
	Iteration 11Q: 3 clusters Score -1773273 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1773425.625000 Penalty: 4738.291992
	Iteration 12Q: 3 clusters Score -1773426 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1773544.875000 Penalty: 4738.291992
	Iteration 13Q: 3 clusters Score -1773545 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1773636.750000 Penalty: 4738.291992
	Iteration 14Q: 3 clusters Score -1773637 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1773708.500000 Penalty: 4738.291992
	Iteration 15Q: 3 clusters Score -1773708 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1773756.500000 Penalty: 4738.291992
	Iteration 16Q: 3 clusters Score -1773756 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1773809.750000 Penalty: 4738.291992
	Iteration 17Q: 3 clusters Score -1773810 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1773861.000000 Penalty: 4738.291992
	Iteration 18Q: 3 clusters Score -1773861 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1773916.000000 Penalty: 4738.291992
	Iteration 19Q: 3 clusters Score -1773916 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1773989.125000 Penalty: 4738.291992
	Iteration 20F: 3 clusters Score -1773989 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1774064.500000 Penalty: 4738.291992
	Iteration 21Q: 3 clusters Score -1774064 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1774162.875000 Penalty: 4738.291992
	Iteration 22Q: 3 clusters Score -1774163 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1774290.375000 Penalty: 4738.291992
	Iteration 23Q: 3 clusters Score -1774290 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1774460.125000 Penalty: 4738.291992
	Iteration 24Q: 3 clusters Score -1774460 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1774647.750000 Penalty: 4738.291992
	Iteration 25Q: 3 clusters Score -1774648 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1774794.500000 Penalty: 4738.291992
	Iteration 26Q: 3 clusters Score -1774794 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1774863.750000 Penalty: 4738.291992
	Iteration 27Q: 3 clusters Score -1774864 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1774898.000000 Penalty: 4738.291992
	Iteration 28Q: 3 clusters Score -1774898 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1774932.125000 Penalty: 4738.291992
	Iteration 29Q: 3 clusters Score -1774932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1774953.250000 Penalty: 4738.291992
	Iteration 30Q: 3 clusters Score -1774953 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1774967.875000 Penalty: 4738.291992
	Iteration 31Q: 3 clusters Score -1774968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1774976.250000 Penalty: 4738.291992
	Iteration 32Q: 3 clusters Score -1774976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1774983.000000 Penalty: 4738.291992
	Iteration 33Q: 3 clusters Score -1774983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1774996.750000 Penalty: 4738.291992
	Iteration 34Q: 3 clusters Score -1774997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1774997.125000 Penalty: 4738.291992
	Iteration 35Q: 3 clusters Score -1774997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1775002.125000 Penalty: 4738.291992
	Iteration 36Q: 3 clusters Score -1775002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1775005.625000 Penalty: 4738.291992
	Iteration 37Q: 3 clusters Score -1775006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1775012.625000 Penalty: 4738.291992
	Iteration 38Q: 3 clusters Score -1775013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1775015.750000 Penalty: 4738.291992
	Iteration 39Q: 3 clusters Score -1775016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1775017.875000 Penalty: 4738.291992
	Iteration 40F: 3 clusters Score -1775018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1775019.250000 Penalty: 4738.291992
	Iteration 41Q: 3 clusters Score -1775019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1775021.500000 Penalty: 4738.291992
	Iteration 42Q: 3 clusters Score -1775022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1775019.250000 Penalty: 4738.291992
	Iteration 43Q: 3 clusters Score -1775019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1775022.500000 Penalty: 4738.291992
	Iteration 44Q: 3 clusters Score -1775022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1775026.000000 Penalty: 4738.291992
	Iteration 45Q: 3 clusters Score -1775026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1775025.750000 Penalty: 4738.291992
	Iteration 46Q: 3 clusters Score -1775026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1775027.750000 Penalty: 4738.291992
	Iteration 47Q: 3 clusters Score -1775028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1775029.250000 Penalty: 4738.291992
	Iteration 48Q: 3 clusters Score -1775029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1775032.000000 Penalty: 4738.291992
	Iteration 49Q: 3 clusters Score -1775032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1775037.875000 Penalty: 4738.291992
	Iteration 50Q: 3 clusters Score -1775038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1775039.375000 Penalty: 4738.291992
	Iteration 51Q: 3 clusters Score -1775039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1775041.375000 Penalty: 4738.291992
	Iteration 52Q: 3 clusters Score -1775041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1775048.125000 Penalty: 4738.291992
	Iteration 53Q: 3 clusters Score -1775048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1775048.875000 Penalty: 4738.291992
	Iteration 54Q: 3 clusters Score -1775049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1775046.750000 Penalty: 4738.291992
	Iteration 55Q: 3 clusters Score -1775047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1775048.000000 Penalty: 4738.291992
	Iteration 56Q: 3 clusters Score -1775048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1775048.750000 Penalty: 4738.291992
	Iteration 57Q: 3 clusters Score -1775049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1775050.875000 Penalty: 4738.291992
	Iteration 58Q: 3 clusters Score -1775051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1775049.000000 Penalty: 4738.291992
	Iteration 59Q: 3 clusters Score -1775049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1775053.375000 Penalty: 4738.291992
	Iteration 60F: 3 clusters Score -1775053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1775056.375000 Penalty: 4738.291992
	Iteration 61Q: 3 clusters Score -1775056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1775058.125000 Penalty: 4738.291992
	Iteration 62Q: 3 clusters Score -1775058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1775061.875000 Penalty: 4738.291992
	Iteration 63Q: 3 clusters Score -1775062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1775070.375000 Penalty: 4738.291992
	Iteration 64Q: 3 clusters Score -1775070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1775068.500000 Penalty: 4738.291992
	Iteration 65Q: 3 clusters Score -1775068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1775068.375000 Penalty: 4738.291992
	Iteration 66Q: 3 clusters Score -1775068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1775072.625000 Penalty: 4738.291992
	Iteration 67Q: 3 clusters Score -1775073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1775076.250000 Penalty: 4738.291992
	Iteration 68Q: 3 clusters Score -1775076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1775075.625000 Penalty: 4738.291992
	Iteration 69Q: 3 clusters Score -1775076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1775083.875000 Penalty: 4738.291992
	Iteration 70Q: 3 clusters Score -1775084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1775087.000000 Penalty: 4738.291992
	Iteration 71Q: 3 clusters Score -1775087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1775088.625000 Penalty: 4738.291992
	Iteration 72Q: 3 clusters Score -1775089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1775091.000000 Penalty: 4738.291992
	Iteration 73Q: 3 clusters Score -1775091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1775097.125000 Penalty: 4738.291992
	Iteration 74Q: 3 clusters Score -1775097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1775095.625000 Penalty: 4738.291992
	Iteration 75Q: 3 clusters Score -1775096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1775101.375000 Penalty: 4738.291992
	Iteration 76Q: 3 clusters Score -1775101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1775099.500000 Penalty: 4738.291992
	Iteration 77Q: 3 clusters Score -1775100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1775105.750000 Penalty: 4738.291992
	Iteration 78Q: 3 clusters Score -1775106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1775105.625000 Penalty: 4738.291992
	Iteration 79Q: 3 clusters Score -1775106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1775102.875000 Penalty: 4738.291992
	Iteration 80F: 3 clusters Score -1775103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1775103.000000 Penalty: 4738.291992
	Iteration 81Q: 3 clusters Score -1775103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1775107.875000 Penalty: 4738.291992
	Iteration 82Q: 3 clusters Score -1775108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1775109.125000 Penalty: 4738.291992
	Iteration 83Q: 3 clusters Score -1775109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1775108.500000 Penalty: 4738.291992
	Iteration 84Q: 3 clusters Score -1775108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1775110.125000 Penalty: 4738.291992
	Iteration 85Q: 3 clusters Score -1775110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1775110.125000 Penalty: 4738.291992
	Iteration 86F: 3 clusters Score -1775110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Entering Unmasked Estep 
Score: -1264151.875000 Penalty: 2285.524658
	Iteration 0F: 2 clusters Score -1264152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1256563.250000 Penalty: 4571.049316
	Iteration 0F: 3 clusters Score -1256563 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1258699.500000 Penalty: 4571.049316
	Iteration 1F: 3 clusters Score -1258700 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1258956.625000 Penalty: 4571.049316
	Iteration 2F: 3 clusters Score -1258957 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1259140.000000 Penalty: 4571.049316
	Iteration 3Q: 3 clusters Score -1259140 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1259291.000000 Penalty: 4571.049316
	Iteration 4Q: 3 clusters Score -1259291 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1259418.125000 Penalty: 4571.049316
	Iteration 5Q: 3 clusters Score -1259418 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1259524.000000 Penalty: 4571.049316
	Iteration 6Q: 3 clusters Score -1259524 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1259637.000000 Penalty: 4571.049316
	Iteration 7Q: 3 clusters Score -1259637 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1259753.125000 Penalty: 4571.049316
	Iteration 8Q: 3 clusters Score -1259753 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1259871.500000 Penalty: 4571.049316
	Iteration 9Q: 3 clusters Score -1259872 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1260026.625000 Penalty: 4571.049316
	Iteration 10Q: 3 clusters Score -1260027 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1260196.500000 Penalty: 4571.049316
	Iteration 11Q: 3 clusters Score -1260196 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1260402.250000 Penalty: 4571.049316
	Iteration 12Q: 3 clusters Score -1260402 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1260600.000000 Penalty: 4571.049316
	Iteration 13Q: 3 clusters Score -1260600 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1260839.000000 Penalty: 4571.049316
	Iteration 14Q: 3 clusters Score -1260839 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1261068.500000 Penalty: 4571.049316
	Iteration 15Q: 3 clusters Score -1261068 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1261263.875000 Penalty: 4571.049316
	Iteration 16Q: 3 clusters Score -1261264 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1261444.500000 Penalty: 4571.049316
	Iteration 17Q: 3 clusters Score -1261444 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1261601.125000 Penalty: 4571.049316
	Iteration 18Q: 3 clusters Score -1261601 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1261730.875000 Penalty: 4571.049316
	Iteration 19Q: 3 clusters Score -1261731 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1261834.375000 Penalty: 4571.049316
	Iteration 20F: 3 clusters Score -1261834 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1261900.625000 Penalty: 4571.049316
	Iteration 21Q: 3 clusters Score -1261901 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1261955.625000 Penalty: 4571.049316
	Iteration 22Q: 3 clusters Score -1261956 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1262012.125000 Penalty: 4571.049316
	Iteration 23Q: 3 clusters Score -1262012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1262044.875000 Penalty: 4571.049316
	Iteration 24Q: 3 clusters Score -1262045 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1262074.750000 Penalty: 4571.049316
	Iteration 25Q: 3 clusters Score -1262075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1262098.000000 Penalty: 4571.049316
	Iteration 26Q: 3 clusters Score -1262098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1262111.375000 Penalty: 4571.049316
	Iteration 27Q: 3 clusters Score -1262111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1262118.500000 Penalty: 4571.049316
	Iteration 28Q: 3 clusters Score -1262118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1262124.250000 Penalty: 4571.049316
	Iteration 29Q: 3 clusters Score -1262124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1262135.750000 Penalty: 4571.049316
	Iteration 30Q: 3 clusters Score -1262136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1262145.625000 Penalty: 4571.049316
	Iteration 31Q: 3 clusters Score -1262146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1262152.125000 Penalty: 4571.049316
	Iteration 32Q: 3 clusters Score -1262152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1262156.750000 Penalty: 4571.049316
	Iteration 33Q: 3 clusters Score -1262157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1262165.875000 Penalty: 4571.049316
	Iteration 34Q: 3 clusters Score -1262166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1262175.000000 Penalty: 4571.049316
	Iteration 35Q: 3 clusters Score -1262175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1262178.125000 Penalty: 4571.049316
	Iteration 36Q: 3 clusters Score -1262178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1262185.125000 Penalty: 4571.049316
	Iteration 37Q: 3 clusters Score -1262185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1262198.000000 Penalty: 4571.049316
	Iteration 38Q: 3 clusters Score -1262198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1262203.375000 Penalty: 4571.049316
	Iteration 39Q: 3 clusters Score -1262203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1262209.250000 Penalty: 4571.049316
	Iteration 40F: 3 clusters Score -1262209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1262212.125000 Penalty: 4571.049316
	Iteration 41Q: 3 clusters Score -1262212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1262217.750000 Penalty: 4571.049316
	Iteration 42Q: 3 clusters Score -1262218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1262223.500000 Penalty: 4571.049316
	Iteration 43Q: 3 clusters Score -1262224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1262223.250000 Penalty: 4571.049316
	Iteration 44Q: 3 clusters Score -1262223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1262223.250000 Penalty: 4571.049316
	Iteration 45F: 3 clusters Score -1262223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (176780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176780 members 
Entering Unmasked Estep 
Score: -22995586.000000 Penalty: 2996.500000
	Iteration 0F: 2 clusters Score -2.299559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88570 members 
Mstep: Class 2 contains 88210 members 
Entering Unmasked Estep 
Score: -22879740.000000 Penalty: 5993.000000
	Iteration 0F: 3 clusters Score -2.287974e+07 nChanged 85008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91318 members 
Mstep: Class 2 contains 85462 members 
Entering Unmasked Estep 
Score: -22929102.000000 Penalty: 5993.000000
	Iteration 1F: 3 clusters Score -2.29291e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 83721 members 
Entering Unmasked Estep 
Score: -22930550.000000 Penalty: 5993.000000
	Iteration 2Q: 3 clusters Score -2.293055e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95853 members 
Mstep: Class 2 contains 80927 members 
Entering Unmasked Estep 
Score: -22932372.000000 Penalty: 5993.000000
	Iteration 3Q: 3 clusters Score -2.293237e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100182 members 
Mstep: Class 2 contains 76598 members 
Entering Unmasked Estep 
Score: -22935278.000000 Penalty: 5993.000000
	Iteration 4Q: 3 clusters Score -2.293528e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106488 members 
Mstep: Class 2 contains 70292 members 
Entering Unmasked Estep 
Score: -22939564.000000 Penalty: 5993.000000
	Iteration 5F: 3 clusters Score -2.293956e+07 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115036 members 
Mstep: Class 2 contains 61744 members 
Entering Unmasked Estep 
Score: -22945998.000000 Penalty: 5993.000000
	Iteration 6F: 3 clusters Score -2.2946e+07 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125838 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -22954504.000000 Penalty: 5993.000000
	Iteration 7F: 3 clusters Score -2.29545e+07 nChanged 12687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137887 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -22964778.000000 Penalty: 5993.000000
	Iteration 8F: 3 clusters Score -2.296478e+07 nChanged 11698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149275 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -22975272.000000 Penalty: 5993.000000
	Iteration 9F: 3 clusters Score -2.297527e+07 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157755 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -22982936.000000 Penalty: 5993.000000
	Iteration 10Q: 3 clusters Score -2.298294e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162865 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -22987300.000000 Penalty: 5993.000000
	Iteration 11Q: 3 clusters Score -2.29873e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165860 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -22989778.000000 Penalty: 5993.000000
	Iteration 12Q: 3 clusters Score -2.298978e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167846 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -22991500.000000 Penalty: 5993.000000
	Iteration 13Q: 3 clusters Score -2.29915e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169284 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -22992540.000000 Penalty: 5993.000000
	Iteration 14Q: 3 clusters Score -2.299254e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170300 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -22993234.000000 Penalty: 5993.000000
	Iteration 15Q: 3 clusters Score -2.299323e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170994 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -22993658.000000 Penalty: 5993.000000
	Iteration 16Q: 3 clusters Score -2.299366e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171503 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -22993914.000000 Penalty: 5993.000000
	Iteration 17Q: 3 clusters Score -2.299391e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171883 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -22994064.000000 Penalty: 5993.000000
	Iteration 18Q: 3 clusters Score -2.299406e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172176 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -22994138.000000 Penalty: 5993.000000
	Iteration 19Q: 3 clusters Score -2.299414e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172413 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -22994222.000000 Penalty: 5993.000000
	Iteration 20F: 3 clusters Score -2.299422e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172603 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -22994308.000000 Penalty: 5993.000000
	Iteration 21Q: 3 clusters Score -2.299431e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172756 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -22994346.000000 Penalty: 5993.000000
	Iteration 22Q: 3 clusters Score -2.299435e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172887 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -22994406.000000 Penalty: 5993.000000
	Iteration 23Q: 3 clusters Score -2.299441e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172984 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -22994428.000000 Penalty: 5993.000000
	Iteration 24Q: 3 clusters Score -2.299443e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173055 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -22994424.000000 Penalty: 5993.000000
	Iteration 25Q: 3 clusters Score -2.299442e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173107 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -22994454.000000 Penalty: 5993.000000
	Iteration 26Q: 3 clusters Score -2.299445e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173149 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -22994486.000000 Penalty: 5993.000000
	Iteration 27Q: 3 clusters Score -2.299449e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173185 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -22994498.000000 Penalty: 5993.000000
	Iteration 28Q: 3 clusters Score -2.29945e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173223 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -22994490.000000 Penalty: 5993.000000
	Iteration 29Q: 3 clusters Score -2.299449e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173251 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -22994500.000000 Penalty: 5993.000000
	Iteration 30Q: 3 clusters Score -2.29945e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173276 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -22994480.000000 Penalty: 5993.000000
	Iteration 31Q: 3 clusters Score -2.299448e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173303 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -22994504.000000 Penalty: 5993.000000
	Iteration 32Q: 3 clusters Score -2.29945e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173321 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -22994504.000000 Penalty: 5993.000000
	Iteration 33Q: 3 clusters Score -2.29945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173336 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -22994514.000000 Penalty: 5993.000000
	Iteration 34Q: 3 clusters Score -2.299451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173349 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -22994522.000000 Penalty: 5993.000000
	Iteration 35Q: 3 clusters Score -2.299452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173359 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -22994516.000000 Penalty: 5993.000000
	Iteration 36Q: 3 clusters Score -2.299452e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173374 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -22994504.000000 Penalty: 5993.000000
	Iteration 37Q: 3 clusters Score -2.29945e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173389 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -22994524.000000 Penalty: 5993.000000
	Iteration 38Q: 3 clusters Score -2.299452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173403 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -22994534.000000 Penalty: 5993.000000
	Iteration 39Q: 3 clusters Score -2.299453e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173414 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -22994514.000000 Penalty: 5993.000000
	Iteration 40F: 3 clusters Score -2.299451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173423 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -22994522.000000 Penalty: 5993.000000
	Iteration 41Q: 3 clusters Score -2.299452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173435 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -22994516.000000 Penalty: 5993.000000
	Iteration 42Q: 3 clusters Score -2.299452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173444 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -22994524.000000 Penalty: 5993.000000
	Iteration 43Q: 3 clusters Score -2.299452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173450 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -22994526.000000 Penalty: 5993.000000
	Iteration 44Q: 3 clusters Score -2.299453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173455 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -22994536.000000 Penalty: 5993.000000
	Iteration 45Q: 3 clusters Score -2.299454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173458 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -22994532.000000 Penalty: 5993.000000
	Iteration 46Q: 3 clusters Score -2.299453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173461 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -22994536.000000 Penalty: 5993.000000
	Iteration 47Q: 3 clusters Score -2.299454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173465 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -22994536.000000 Penalty: 5993.000000
	Iteration 48Q: 3 clusters Score -2.299454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173471 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -22994548.000000 Penalty: 5993.000000
	Iteration 49Q: 3 clusters Score -2.299455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173480 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -22994552.000000 Penalty: 5993.000000
	Iteration 50Q: 3 clusters Score -2.299455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173482 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -22994544.000000 Penalty: 5993.000000
	Iteration 51Q: 3 clusters Score -2.299454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173484 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -22994556.000000 Penalty: 5993.000000
	Iteration 52Q: 3 clusters Score -2.299456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173487 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -22994558.000000 Penalty: 5993.000000
	Iteration 53Q: 3 clusters Score -2.299456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173492 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -22994566.000000 Penalty: 5993.000000
	Iteration 54Q: 3 clusters Score -2.299457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173496 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -22994556.000000 Penalty: 5993.000000
	Iteration 55Q: 3 clusters Score -2.299456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173499 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -22994554.000000 Penalty: 5993.000000
	Iteration 56Q: 3 clusters Score -2.299455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173502 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -22994546.000000 Penalty: 5993.000000
	Iteration 57Q: 3 clusters Score -2.299455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173506 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -22994544.000000 Penalty: 5993.000000
	Iteration 58Q: 3 clusters Score -2.299454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173507 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -22994544.000000 Penalty: 5993.000000
	Iteration 59Q: 3 clusters Score -2.299454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173507 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -22994544.000000 Penalty: 5993.000000
	Iteration 60F: 3 clusters Score -2.299454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173508 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -22994542.000000 Penalty: 5993.000000
	Iteration 61Q: 3 clusters Score -2.299454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173509 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -22994550.000000 Penalty: 5993.000000
	Iteration 62Q: 3 clusters Score -2.299455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173509 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -22994550.000000 Penalty: 5993.000000
	Iteration 63F: 3 clusters Score -2.299455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Entering Unmasked Estep 
Score: -151196.078125 Penalty: 1797.276001
	Iteration 0F: 2 clusters Score -151196.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -149128.296875 Penalty: 3594.552002
	Iteration 0F: 3 clusters Score -149128.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -150186.046875 Penalty: 3594.552002
	Iteration 1F: 3 clusters Score -150186 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -151124.328125 Penalty: 3594.552002
	Iteration 2F: 3 clusters Score -151124.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -152284.234375 Penalty: 3594.552002
	Iteration 3F: 3 clusters Score -152284.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -152780.765625 Penalty: 3594.552002
	Iteration 4Q: 3 clusters Score -152780.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -152814.000000 Penalty: 3594.552002
	Iteration 5Q: 3 clusters Score -152814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -152821.578125 Penalty: 3594.552002
	Iteration 6Q: 3 clusters Score -152821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -152826.031250 Penalty: 3594.552002
	Iteration 7Q: 3 clusters Score -152826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -152839.812500 Penalty: 3594.552002
	Iteration 8Q: 3 clusters Score -152839.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -152842.078125 Penalty: 3594.552002
	Iteration 9Q: 3 clusters Score -152842.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -152843.187500 Penalty: 3594.552002
	Iteration 10Q: 3 clusters Score -152843.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -152844.281250 Penalty: 3594.552002
	Iteration 11Q: 3 clusters Score -152844.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -152844.921875 Penalty: 3594.552002
	Iteration 12Q: 3 clusters Score -152844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152845.828125 Penalty: 3594.552002
	Iteration 13Q: 3 clusters Score -152845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152847.015625 Penalty: 3594.552002
	Iteration 14Q: 3 clusters Score -152847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -152847.718750 Penalty: 3594.552002
	Iteration 15Q: 3 clusters Score -152847.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -152848.234375 Penalty: 3594.552002
	Iteration 16Q: 3 clusters Score -152848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -152849.546875 Penalty: 3594.552002
	Iteration 17Q: 3 clusters Score -152849.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -152851.500000 Penalty: 3594.552002
	Iteration 18Q: 3 clusters Score -152851.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -152858.593750 Penalty: 3594.552002
	Iteration 19Q: 3 clusters Score -152858.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -152863.375000 Penalty: 3594.552002
	Iteration 20F: 3 clusters Score -152863.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -152868.140625 Penalty: 3594.552002
	Iteration 21Q: 3 clusters Score -152868.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -152871.265625 Penalty: 3594.552002
	Iteration 22Q: 3 clusters Score -152871.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -152873.687500 Penalty: 3594.552002
	Iteration 23Q: 3 clusters Score -152873.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -152874.953125 Penalty: 3594.552002
	Iteration 24Q: 3 clusters Score -152875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -152875.218750 Penalty: 3594.552002
	Iteration 25Q: 3 clusters Score -152875.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -152875.656250 Penalty: 3594.552002
	Iteration 26Q: 3 clusters Score -152875.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -152875.656250 Penalty: 3594.552002
	Iteration 27F: 3 clusters Score -152875.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 39387 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11638 members 
Mstep: Class 5 contains 14376 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22876 members 
Mstep: Class 8 contains 9242 members 
Mstep: Class 9 contains 5546 members 
Mstep: Class 10 contains 14087 members 
Mstep: Class 11 contains 10055 members 
Mstep: Class 12 contains 176780 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 39647 members 
Mstep: Class 15 contains 10121 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 230939 members 
Mstep: Class 18 contains 62385 members 
Mstep: Class 19 contains 20382 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10479 members 
Mstep: Class 22 contains 8251 members 
Mstep: Class 23 contains 5756 members 
Mstep: Class 24 contains 15564 members 
Entering Unmasked Estep 
Score: -90833240.000000 Penalty: 80247.148438
Splitting cluster 13 changes total score from -90833224.000000 to -90833240.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 14 (39647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Entering Unmasked Estep 
Score: -5171070.000000 Penalty: 2625.767090
	Iteration 0F: 2 clusters Score -5171070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -5144261.500000 Penalty: 5251.534180
	Iteration 0F: 3 clusters Score -5144262 nChanged 18107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -5154071.500000 Penalty: 5251.534180
	Iteration 1F: 3 clusters Score -5154072 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -5154573.000000 Penalty: 5251.534180
	Iteration 2Q: 3 clusters Score -5154573 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -5155227.000000 Penalty: 5251.534180
	Iteration 3Q: 3 clusters Score -5155227 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -5156015.000000 Penalty: 5251.534180
	Iteration 4Q: 3 clusters Score -5156015 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -5157159.500000 Penalty: 5251.534180
	Iteration 5F: 3 clusters Score -5157160 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -5158734.500000 Penalty: 5251.534180
	Iteration 6F: 3 clusters Score -5158734 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -5160707.000000 Penalty: 5251.534180
	Iteration 7F: 3 clusters Score -5160707 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -5162972.500000 Penalty: 5251.534180
	Iteration 8F: 3 clusters Score -5162972 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -5165154.000000 Penalty: 5251.534180
	Iteration 9F: 3 clusters Score -5165154 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5166742.000000 Penalty: 5251.534180
	Iteration 10Q: 3 clusters Score -5166742 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5167766.500000 Penalty: 5251.534180
	Iteration 11Q: 3 clusters Score -5167766 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5168331.000000 Penalty: 5251.534180
	Iteration 12Q: 3 clusters Score -5168331 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5168616.000000 Penalty: 5251.534180
	Iteration 13Q: 3 clusters Score -5168616 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5168788.500000 Penalty: 5251.534180
	Iteration 14Q: 3 clusters Score -5168788 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5168894.500000 Penalty: 5251.534180
	Iteration 15Q: 3 clusters Score -5168894 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5168955.500000 Penalty: 5251.534180
	Iteration 16Q: 3 clusters Score -5168956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5168996.500000 Penalty: 5251.534180
	Iteration 17Q: 3 clusters Score -5168996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5169035.000000 Penalty: 5251.534180
	Iteration 18Q: 3 clusters Score -5169035 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5169071.000000 Penalty: 5251.534180
	Iteration 19Q: 3 clusters Score -5169071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5169095.000000 Penalty: 5251.534180
	Iteration 20F: 3 clusters Score -5169095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5169111.000000 Penalty: 5251.534180
	Iteration 21Q: 3 clusters Score -5169111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5169135.000000 Penalty: 5251.534180
	Iteration 22Q: 3 clusters Score -5169135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5169140.500000 Penalty: 5251.534180
	Iteration 23Q: 3 clusters Score -5169140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5169144.000000 Penalty: 5251.534180
	Iteration 24Q: 3 clusters Score -5169144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5169140.500000 Penalty: 5251.534180
	Iteration 25Q: 3 clusters Score -5169140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5169148.000000 Penalty: 5251.534180
	Iteration 26Q: 3 clusters Score -5169148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5169151.500000 Penalty: 5251.534180
	Iteration 27Q: 3 clusters Score -5169152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5169152.500000 Penalty: 5251.534180
	Iteration 28Q: 3 clusters Score -5169152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5169152.500000 Penalty: 5251.534180
	Iteration 29F: 3 clusters Score -5169152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Entering Unmasked Estep 
Score: -1349623.375000 Penalty: 2287.146973
	Iteration 0F: 2 clusters Score -1349623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1341781.000000 Penalty: 4574.293945
	Iteration 0F: 3 clusters Score -1341781 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1344062.500000 Penalty: 4574.293945
	Iteration 1F: 3 clusters Score -1344062 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1344361.375000 Penalty: 4574.293945
	Iteration 2F: 3 clusters Score -1344361 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1344540.875000 Penalty: 4574.293945
	Iteration 3Q: 3 clusters Score -1344541 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1344667.000000 Penalty: 4574.293945
	Iteration 4Q: 3 clusters Score -1344667 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1344774.500000 Penalty: 4574.293945
	Iteration 5Q: 3 clusters Score -1344774 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1344901.500000 Penalty: 4574.293945
	Iteration 6Q: 3 clusters Score -1344902 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1345017.250000 Penalty: 4574.293945
	Iteration 7Q: 3 clusters Score -1345017 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1345145.625000 Penalty: 4574.293945
	Iteration 8Q: 3 clusters Score -1345146 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1345261.500000 Penalty: 4574.293945
	Iteration 9Q: 3 clusters Score -1345262 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1345409.000000 Penalty: 4574.293945
	Iteration 10Q: 3 clusters Score -1345409 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1345586.375000 Penalty: 4574.293945
	Iteration 11Q: 3 clusters Score -1345586 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1345773.000000 Penalty: 4574.293945
	Iteration 12Q: 3 clusters Score -1345773 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1345983.500000 Penalty: 4574.293945
	Iteration 13Q: 3 clusters Score -1345984 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1346220.625000 Penalty: 4574.293945
	Iteration 14Q: 3 clusters Score -1346221 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1346456.750000 Penalty: 4574.293945
	Iteration 15Q: 3 clusters Score -1346457 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1346697.625000 Penalty: 4574.293945
	Iteration 16Q: 3 clusters Score -1346698 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1346901.125000 Penalty: 4574.293945
	Iteration 17Q: 3 clusters Score -1346901 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1347052.750000 Penalty: 4574.293945
	Iteration 18Q: 3 clusters Score -1347053 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1347156.250000 Penalty: 4574.293945
	Iteration 19Q: 3 clusters Score -1347156 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1347246.125000 Penalty: 4574.293945
	Iteration 20F: 3 clusters Score -1347246 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1347327.875000 Penalty: 4574.293945
	Iteration 21Q: 3 clusters Score -1347328 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1347391.375000 Penalty: 4574.293945
	Iteration 22Q: 3 clusters Score -1347391 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1347444.750000 Penalty: 4574.293945
	Iteration 23Q: 3 clusters Score -1347445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1347478.500000 Penalty: 4574.293945
	Iteration 24Q: 3 clusters Score -1347478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1347493.125000 Penalty: 4574.293945
	Iteration 25Q: 3 clusters Score -1347493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1347510.125000 Penalty: 4574.293945
	Iteration 26Q: 3 clusters Score -1347510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1347520.625000 Penalty: 4574.293945
	Iteration 27Q: 3 clusters Score -1347521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1347541.250000 Penalty: 4574.293945
	Iteration 28Q: 3 clusters Score -1347541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1347557.625000 Penalty: 4574.293945
	Iteration 29Q: 3 clusters Score -1347558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1347568.875000 Penalty: 4574.293945
	Iteration 30Q: 3 clusters Score -1347569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1347578.875000 Penalty: 4574.293945
	Iteration 31Q: 3 clusters Score -1347579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1347582.625000 Penalty: 4574.293945
	Iteration 32Q: 3 clusters Score -1347583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1347585.000000 Penalty: 4574.293945
	Iteration 33Q: 3 clusters Score -1347585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1347589.875000 Penalty: 4574.293945
	Iteration 34Q: 3 clusters Score -1347590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1347594.625000 Penalty: 4574.293945
	Iteration 35Q: 3 clusters Score -1347595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1347596.250000 Penalty: 4574.293945
	Iteration 36Q: 3 clusters Score -1347596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1347601.125000 Penalty: 4574.293945
	Iteration 37Q: 3 clusters Score -1347601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1347604.375000 Penalty: 4574.293945
	Iteration 38Q: 3 clusters Score -1347604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1347608.500000 Penalty: 4574.293945
	Iteration 39Q: 3 clusters Score -1347608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1347608.500000 Penalty: 4574.293945
	Iteration 40F: 3 clusters Score -1347608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -68794.250000 Penalty: 1621.099487
	Iteration 0F: 2 clusters Score -68794.25 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 350 members 
Entering Unmasked Estep 
Score: -67163.226562 Penalty: 3242.198975
	Iteration 0F: 3 clusters Score -67163.23 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67384.820312 Penalty: 3242.198975
	Iteration 1F: 3 clusters Score -67384.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67454.000000 Penalty: 3242.198975
	Iteration 2F: 3 clusters Score -67454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67477.234375 Penalty: 3242.198975
	Iteration 3Q: 3 clusters Score -67477.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67493.265625 Penalty: 3242.198975
	Iteration 4Q: 3 clusters Score -67493.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67501.484375 Penalty: 3242.198975
	Iteration 5Q: 3 clusters Score -67501.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67510.617188 Penalty: 3242.198975
	Iteration 6Q: 3 clusters Score -67510.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67516.976562 Penalty: 3242.198975
	Iteration 7Q: 3 clusters Score -67516.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -67516.976562 Penalty: 3242.198975
	Iteration 8F: 3 clusters Score -67516.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (230939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230939 members 
Entering Unmasked Estep 
Score: -30096670.000000 Penalty: 3062.777344
	Iteration 0F: 2 clusters Score -3.009667e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115405 members 
Mstep: Class 2 contains 115534 members 
Entering Unmasked Estep 
Score: -29947838.000000 Penalty: 6125.554688
	Iteration 0F: 3 clusters Score -2.994784e+07 nChanged 111317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114620 members 
Mstep: Class 2 contains 116319 members 
Entering Unmasked Estep 
Score: -30013498.000000 Penalty: 6125.554688
	Iteration 1F: 3 clusters Score -3.00135e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113914 members 
Mstep: Class 2 contains 117025 members 
Entering Unmasked Estep 
Score: -30014380.000000 Penalty: 6125.554688
	Iteration 2Q: 3 clusters Score -3.001438e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112875 members 
Mstep: Class 2 contains 118064 members 
Entering Unmasked Estep 
Score: -30015572.000000 Penalty: 6125.554688
	Iteration 3Q: 3 clusters Score -3.001557e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111245 members 
Mstep: Class 2 contains 119694 members 
Entering Unmasked Estep 
Score: -30017010.000000 Penalty: 6125.554688
	Iteration 4Q: 3 clusters Score -3.001701e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108741 members 
Mstep: Class 2 contains 122198 members 
Entering Unmasked Estep 
Score: -30019010.000000 Penalty: 6125.554688
	Iteration 5Q: 3 clusters Score -3.001901e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104933 members 
Mstep: Class 2 contains 126006 members 
Entering Unmasked Estep 
Score: -30022056.000000 Penalty: 6125.554688
	Iteration 6Q: 3 clusters Score -3.002206e+07 nChanged 11115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99170 members 
Mstep: Class 2 contains 131769 members 
Entering Unmasked Estep 
Score: -30027752.000000 Penalty: 6125.554688
	Iteration 7Q: 3 clusters Score -3.002775e+07 nChanged 13722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91370 members 
Mstep: Class 2 contains 139569 members 
Entering Unmasked Estep 
Score: -30036702.000000 Penalty: 6125.554688
	Iteration 8F: 3 clusters Score -3.00367e+07 nChanged 15935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82187 members 
Mstep: Class 2 contains 148752 members 
Entering Unmasked Estep 
Score: -30049674.000000 Penalty: 6125.554688
	Iteration 9F: 3 clusters Score -3.004967e+07 nChanged 15855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 156835 members 
Entering Unmasked Estep 
Score: -30063302.000000 Penalty: 6125.554688
	Iteration 10F: 3 clusters Score -3.00633e+07 nChanged 13151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68693 members 
Mstep: Class 2 contains 162246 members 
Entering Unmasked Estep 
Score: -30072914.000000 Penalty: 6125.554688
	Iteration 11F: 3 clusters Score -3.007291e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64903 members 
Mstep: Class 2 contains 166036 members 
Entering Unmasked Estep 
Score: -30077808.000000 Penalty: 6125.554688
	Iteration 12Q: 3 clusters Score -3.007781e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 169437 members 
Entering Unmasked Estep 
Score: -30080974.000000 Penalty: 6125.554688
	Iteration 13Q: 3 clusters Score -3.008097e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 172714 members 
Entering Unmasked Estep 
Score: -30083562.000000 Penalty: 6125.554688
	Iteration 14Q: 3 clusters Score -3.008356e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 175754 members 
Entering Unmasked Estep 
Score: -30085780.000000 Penalty: 6125.554688
	Iteration 15Q: 3 clusters Score -3.008578e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 178451 members 
Entering Unmasked Estep 
Score: -30087388.000000 Penalty: 6125.554688
	Iteration 16Q: 3 clusters Score -3.008739e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 180829 members 
Entering Unmasked Estep 
Score: -30088606.000000 Penalty: 6125.554688
	Iteration 17Q: 3 clusters Score -3.008861e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 182891 members 
Entering Unmasked Estep 
Score: -30089324.000000 Penalty: 6125.554688
	Iteration 18Q: 3 clusters Score -3.008932e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 184677 members 
Entering Unmasked Estep 
Score: -30089898.000000 Penalty: 6125.554688
	Iteration 19Q: 3 clusters Score -3.00899e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 186284 members 
Entering Unmasked Estep 
Score: -30090318.000000 Penalty: 6125.554688
	Iteration 20F: 3 clusters Score -3.009032e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 187802 members 
Entering Unmasked Estep 
Score: -30090654.000000 Penalty: 6125.554688
	Iteration 21Q: 3 clusters Score -3.009065e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 189197 members 
Entering Unmasked Estep 
Score: -30090950.000000 Penalty: 6125.554688
	Iteration 22Q: 3 clusters Score -3.009095e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 190569 members 
Entering Unmasked Estep 
Score: -30091270.000000 Penalty: 6125.554688
	Iteration 23Q: 3 clusters Score -3.009127e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 191920 members 
Entering Unmasked Estep 
Score: -30091446.000000 Penalty: 6125.554688
	Iteration 24Q: 3 clusters Score -3.009145e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 193204 members 
Entering Unmasked Estep 
Score: -30091534.000000 Penalty: 6125.554688
	Iteration 25Q: 3 clusters Score -3.009153e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 194481 members 
Entering Unmasked Estep 
Score: -30091700.000000 Penalty: 6125.554688
	Iteration 26Q: 3 clusters Score -3.00917e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 195737 members 
Entering Unmasked Estep 
Score: -30091770.000000 Penalty: 6125.554688
	Iteration 27Q: 3 clusters Score -3.009177e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 196919 members 
Entering Unmasked Estep 
Score: -30091804.000000 Penalty: 6125.554688
	Iteration 28Q: 3 clusters Score -3.00918e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 198056 members 
Entering Unmasked Estep 
Score: -30091846.000000 Penalty: 6125.554688
	Iteration 29Q: 3 clusters Score -3.009185e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 199113 members 
Entering Unmasked Estep 
Score: -30091912.000000 Penalty: 6125.554688
	Iteration 30Q: 3 clusters Score -3.009191e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 200107 members 
Entering Unmasked Estep 
Score: -30091940.000000 Penalty: 6125.554688
	Iteration 31Q: 3 clusters Score -3.009194e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 201131 members 
Entering Unmasked Estep 
Score: -30092120.000000 Penalty: 6125.554688
	Iteration 32Q: 3 clusters Score -3.009212e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 202147 members 
Entering Unmasked Estep 
Score: -30092224.000000 Penalty: 6125.554688
	Iteration 33Q: 3 clusters Score -3.009222e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 203125 members 
Entering Unmasked Estep 
Score: -30092456.000000 Penalty: 6125.554688
	Iteration 34Q: 3 clusters Score -3.009246e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 204093 members 
Entering Unmasked Estep 
Score: -30092488.000000 Penalty: 6125.554688
	Iteration 35Q: 3 clusters Score -3.009249e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 205066 members 
Entering Unmasked Estep 
Score: -30092472.000000 Penalty: 6125.554688
	Iteration 36Q: 3 clusters Score -3.009247e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 206024 members 
Entering Unmasked Estep 
Score: -30092464.000000 Penalty: 6125.554688
	Iteration 37Q: 3 clusters Score -3.009246e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 206922 members 
Entering Unmasked Estep 
Score: -30092558.000000 Penalty: 6125.554688
	Iteration 38Q: 3 clusters Score -3.009256e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 207794 members 
Entering Unmasked Estep 
Score: -30092640.000000 Penalty: 6125.554688
	Iteration 39Q: 3 clusters Score -3.009264e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 208651 members 
Entering Unmasked Estep 
Score: -30092650.000000 Penalty: 6125.554688
	Iteration 40F: 3 clusters Score -3.009265e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 209458 members 
Entering Unmasked Estep 
Score: -30092672.000000 Penalty: 6125.554688
	Iteration 41Q: 3 clusters Score -3.009267e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 210260 members 
Entering Unmasked Estep 
Score: -30092658.000000 Penalty: 6125.554688
	Iteration 42Q: 3 clusters Score -3.009266e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 211027 members 
Entering Unmasked Estep 
Score: -30092782.000000 Penalty: 6125.554688
	Iteration 43Q: 3 clusters Score -3.009278e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 211769 members 
Entering Unmasked Estep 
Score: -30092830.000000 Penalty: 6125.554688
	Iteration 44Q: 3 clusters Score -3.009283e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 212492 members 
Entering Unmasked Estep 
Score: -30092882.000000 Penalty: 6125.554688
	Iteration 45Q: 3 clusters Score -3.009288e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 213189 members 
Entering Unmasked Estep 
Score: -30092886.000000 Penalty: 6125.554688
	Iteration 46Q: 3 clusters Score -3.009289e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 213860 members 
Entering Unmasked Estep 
Score: -30093056.000000 Penalty: 6125.554688
	Iteration 47Q: 3 clusters Score -3.009306e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 214479 members 
Entering Unmasked Estep 
Score: -30093118.000000 Penalty: 6125.554688
	Iteration 48Q: 3 clusters Score -3.009312e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 215097 members 
Entering Unmasked Estep 
Score: -30093178.000000 Penalty: 6125.554688
	Iteration 49Q: 3 clusters Score -3.009318e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 215652 members 
Entering Unmasked Estep 
Score: -30093192.000000 Penalty: 6125.554688
	Iteration 50Q: 3 clusters Score -3.009319e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 216184 members 
Entering Unmasked Estep 
Score: -30093210.000000 Penalty: 6125.554688
	Iteration 51Q: 3 clusters Score -3.009321e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 216739 members 
Entering Unmasked Estep 
Score: -30093226.000000 Penalty: 6125.554688
	Iteration 52Q: 3 clusters Score -3.009323e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 217254 members 
Entering Unmasked Estep 
Score: -30093236.000000 Penalty: 6125.554688
	Iteration 53Q: 3 clusters Score -3.009324e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 217740 members 
Entering Unmasked Estep 
Score: -30093336.000000 Penalty: 6125.554688
	Iteration 54Q: 3 clusters Score -3.009334e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 218216 members 
Entering Unmasked Estep 
Score: -30093376.000000 Penalty: 6125.554688
	Iteration 55Q: 3 clusters Score -3.009338e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 218685 members 
Entering Unmasked Estep 
Score: -30093438.000000 Penalty: 6125.554688
	Iteration 56Q: 3 clusters Score -3.009344e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 219104 members 
Entering Unmasked Estep 
Score: -30093456.000000 Penalty: 6125.554688
	Iteration 57Q: 3 clusters Score -3.009346e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 219498 members 
Entering Unmasked Estep 
Score: -30093520.000000 Penalty: 6125.554688
	Iteration 58Q: 3 clusters Score -3.009352e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 219896 members 
Entering Unmasked Estep 
Score: -30093524.000000 Penalty: 6125.554688
	Iteration 59Q: 3 clusters Score -3.009352e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 220255 members 
Entering Unmasked Estep 
Score: -30093504.000000 Penalty: 6125.554688
	Iteration 60F: 3 clusters Score -3.00935e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 220590 members 
Entering Unmasked Estep 
Score: -30093594.000000 Penalty: 6125.554688
	Iteration 61Q: 3 clusters Score -3.009359e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 220899 members 
Entering Unmasked Estep 
Score: -30093618.000000 Penalty: 6125.554688
	Iteration 62Q: 3 clusters Score -3.009362e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 221219 members 
Entering Unmasked Estep 
Score: -30093610.000000 Penalty: 6125.554688
	Iteration 63Q: 3 clusters Score -3.009361e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 221531 members 
Entering Unmasked Estep 
Score: -30093602.000000 Penalty: 6125.554688
	Iteration 64Q: 3 clusters Score -3.00936e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 221857 members 
Entering Unmasked Estep 
Score: -30093630.000000 Penalty: 6125.554688
	Iteration 65Q: 3 clusters Score -3.009363e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 222169 members 
Entering Unmasked Estep 
Score: -30093590.000000 Penalty: 6125.554688
	Iteration 66Q: 3 clusters Score -3.009359e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 222491 members 
Entering Unmasked Estep 
Score: -30093692.000000 Penalty: 6125.554688
	Iteration 67Q: 3 clusters Score -3.009369e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 222794 members 
Entering Unmasked Estep 
Score: -30093692.000000 Penalty: 6125.554688
	Iteration 68Q: 3 clusters Score -3.009369e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 223095 members 
Entering Unmasked Estep 
Score: -30093714.000000 Penalty: 6125.554688
	Iteration 69Q: 3 clusters Score -3.009371e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 223372 members 
Entering Unmasked Estep 
Score: -30093782.000000 Penalty: 6125.554688
	Iteration 70Q: 3 clusters Score -3.009378e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 223630 members 
Entering Unmasked Estep 
Score: -30093858.000000 Penalty: 6125.554688
	Iteration 71Q: 3 clusters Score -3.009386e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 223892 members 
Entering Unmasked Estep 
Score: -30093866.000000 Penalty: 6125.554688
	Iteration 72Q: 3 clusters Score -3.009387e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 224133 members 
Entering Unmasked Estep 
Score: -30093812.000000 Penalty: 6125.554688
	Iteration 73Q: 3 clusters Score -3.009381e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 224368 members 
Entering Unmasked Estep 
Score: -30093852.000000 Penalty: 6125.554688
	Iteration 74Q: 3 clusters Score -3.009385e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 224598 members 
Entering Unmasked Estep 
Score: -30093912.000000 Penalty: 6125.554688
	Iteration 75Q: 3 clusters Score -3.009391e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 224824 members 
Entering Unmasked Estep 
Score: -30093850.000000 Penalty: 6125.554688
	Iteration 76Q: 3 clusters Score -3.009385e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 225039 members 
Entering Unmasked Estep 
Score: -30093898.000000 Penalty: 6125.554688
	Iteration 77Q: 3 clusters Score -3.00939e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 225239 members 
Entering Unmasked Estep 
Score: -30093844.000000 Penalty: 6125.554688
	Iteration 78Q: 3 clusters Score -3.009384e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 225425 members 
Entering Unmasked Estep 
Score: -30093828.000000 Penalty: 6125.554688
	Iteration 79Q: 3 clusters Score -3.009383e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 225615 members 
Entering Unmasked Estep 
Score: -30093848.000000 Penalty: 6125.554688
	Iteration 80F: 3 clusters Score -3.009385e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 225785 members 
Entering Unmasked Estep 
Score: -30093880.000000 Penalty: 6125.554688
	Iteration 81Q: 3 clusters Score -3.009388e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 225945 members 
Entering Unmasked Estep 
Score: -30093888.000000 Penalty: 6125.554688
	Iteration 82Q: 3 clusters Score -3.009389e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 226100 members 
Entering Unmasked Estep 
Score: -30093884.000000 Penalty: 6125.554688
	Iteration 83Q: 3 clusters Score -3.009388e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 226243 members 
Entering Unmasked Estep 
Score: -30093838.000000 Penalty: 6125.554688
	Iteration 84Q: 3 clusters Score -3.009384e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 226380 members 
Entering Unmasked Estep 
Score: -30093852.000000 Penalty: 6125.554688
	Iteration 85Q: 3 clusters Score -3.009385e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 226516 members 
Entering Unmasked Estep 
Score: -30093932.000000 Penalty: 6125.554688
	Iteration 86Q: 3 clusters Score -3.009393e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 226646 members 
Entering Unmasked Estep 
Score: -30093946.000000 Penalty: 6125.554688
	Iteration 87Q: 3 clusters Score -3.009395e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 226782 members 
Entering Unmasked Estep 
Score: -30093952.000000 Penalty: 6125.554688
	Iteration 88Q: 3 clusters Score -3.009395e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 226926 members 
Entering Unmasked Estep 
Score: -30093994.000000 Penalty: 6125.554688
	Iteration 89Q: 3 clusters Score -3.009399e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 227082 members 
Entering Unmasked Estep 
Score: -30094012.000000 Penalty: 6125.554688
	Iteration 90Q: 3 clusters Score -3.009401e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 227215 members 
Entering Unmasked Estep 
Score: -30094050.000000 Penalty: 6125.554688
	Iteration 91Q: 3 clusters Score -3.009405e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 227327 members 
Entering Unmasked Estep 
Score: -30094062.000000 Penalty: 6125.554688
	Iteration 92Q: 3 clusters Score -3.009406e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 227436 members 
Entering Unmasked Estep 
Score: -30094094.000000 Penalty: 6125.554688
	Iteration 93Q: 3 clusters Score -3.009409e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 227534 members 
Entering Unmasked Estep 
Score: -30094098.000000 Penalty: 6125.554688
	Iteration 94Q: 3 clusters Score -3.00941e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 227619 members 
Entering Unmasked Estep 
Score: -30094104.000000 Penalty: 6125.554688
	Iteration 95Q: 3 clusters Score -3.00941e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 227715 members 
Entering Unmasked Estep 
Score: -30094126.000000 Penalty: 6125.554688
	Iteration 96Q: 3 clusters Score -3.009413e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 227801 members 
Entering Unmasked Estep 
Score: -30094094.000000 Penalty: 6125.554688
	Iteration 97Q: 3 clusters Score -3.009409e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 227875 members 
Entering Unmasked Estep 
Score: -30094070.000000 Penalty: 6125.554688
	Iteration 98Q: 3 clusters Score -3.009407e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 227943 members 
Entering Unmasked Estep 
Score: -30094080.000000 Penalty: 6125.554688
	Iteration 99Q: 3 clusters Score -3.009408e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 227996 members 
Entering Unmasked Estep 
Score: -30094078.000000 Penalty: 6125.554688
	Iteration 100F: 3 clusters Score -3.009408e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 228050 members 
Entering Unmasked Estep 
Score: -30094074.000000 Penalty: 6125.554688
	Iteration 101Q: 3 clusters Score -3.009407e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 228107 members 
Entering Unmasked Estep 
Score: -30094098.000000 Penalty: 6125.554688
	Iteration 102Q: 3 clusters Score -3.00941e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 228159 members 
Entering Unmasked Estep 
Score: -30094090.000000 Penalty: 6125.554688
	Iteration 103Q: 3 clusters Score -3.009409e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 228207 members 
Entering Unmasked Estep 
Score: -30094074.000000 Penalty: 6125.554688
	Iteration 104Q: 3 clusters Score -3.009407e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 228253 members 
Entering Unmasked Estep 
Score: -30094096.000000 Penalty: 6125.554688
	Iteration 105Q: 3 clusters Score -3.00941e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 228304 members 
Entering Unmasked Estep 
Score: -30094106.000000 Penalty: 6125.554688
	Iteration 106Q: 3 clusters Score -3.009411e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 228343 members 
Entering Unmasked Estep 
Score: -30094124.000000 Penalty: 6125.554688
	Iteration 107Q: 3 clusters Score -3.009412e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 228386 members 
Entering Unmasked Estep 
Score: -30094136.000000 Penalty: 6125.554688
	Iteration 108Q: 3 clusters Score -3.009414e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 228431 members 
Entering Unmasked Estep 
Score: -30094134.000000 Penalty: 6125.554688
	Iteration 109Q: 3 clusters Score -3.009413e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 228482 members 
Entering Unmasked Estep 
Score: -30094150.000000 Penalty: 6125.554688
	Iteration 110Q: 3 clusters Score -3.009415e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 228530 members 
Entering Unmasked Estep 
Score: -30094170.000000 Penalty: 6125.554688
	Iteration 111Q: 3 clusters Score -3.009417e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 228582 members 
Entering Unmasked Estep 
Score: -30094128.000000 Penalty: 6125.554688
	Iteration 112Q: 3 clusters Score -3.009413e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 228633 members 
Entering Unmasked Estep 
Score: -30094148.000000 Penalty: 6125.554688
	Iteration 113Q: 3 clusters Score -3.009415e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 228678 members 
Entering Unmasked Estep 
Score: -30094150.000000 Penalty: 6125.554688
	Iteration 114Q: 3 clusters Score -3.009415e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 228709 members 
Entering Unmasked Estep 
Score: -30094132.000000 Penalty: 6125.554688
	Iteration 115Q: 3 clusters Score -3.009413e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 228737 members 
Entering Unmasked Estep 
Score: -30094152.000000 Penalty: 6125.554688
	Iteration 116Q: 3 clusters Score -3.009415e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 228759 members 
Entering Unmasked Estep 
Score: -30094122.000000 Penalty: 6125.554688
	Iteration 117Q: 3 clusters Score -3.009412e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 228781 members 
Entering Unmasked Estep 
Score: -30094126.000000 Penalty: 6125.554688
	Iteration 118Q: 3 clusters Score -3.009413e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 228811 members 
Entering Unmasked Estep 
Score: -30094148.000000 Penalty: 6125.554688
	Iteration 119Q: 3 clusters Score -3.009415e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 228837 members 
Entering Unmasked Estep 
Score: -30094150.000000 Penalty: 6125.554688
	Iteration 120F: 3 clusters Score -3.009415e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 228873 members 
Entering Unmasked Estep 
Score: -30094188.000000 Penalty: 6125.554688
	Iteration 121Q: 3 clusters Score -3.009419e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 228900 members 
Entering Unmasked Estep 
Score: -30094208.000000 Penalty: 6125.554688
	Iteration 122Q: 3 clusters Score -3.009421e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 228927 members 
Entering Unmasked Estep 
Score: -30094228.000000 Penalty: 6125.554688
	Iteration 123Q: 3 clusters Score -3.009423e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 228954 members 
Entering Unmasked Estep 
Score: -30094208.000000 Penalty: 6125.554688
	Iteration 124Q: 3 clusters Score -3.009421e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 228979 members 
Entering Unmasked Estep 
Score: -30094210.000000 Penalty: 6125.554688
	Iteration 125Q: 3 clusters Score -3.009421e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 228995 members 
Entering Unmasked Estep 
Score: -30094234.000000 Penalty: 6125.554688
	Iteration 126Q: 3 clusters Score -3.009423e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 229021 members 
Entering Unmasked Estep 
Score: -30094228.000000 Penalty: 6125.554688
	Iteration 127Q: 3 clusters Score -3.009423e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 229040 members 
Entering Unmasked Estep 
Score: -30094202.000000 Penalty: 6125.554688
	Iteration 128Q: 3 clusters Score -3.00942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 229054 members 
Entering Unmasked Estep 
Score: -30094184.000000 Penalty: 6125.554688
	Iteration 129Q: 3 clusters Score -3.009418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 229065 members 
Entering Unmasked Estep 
Score: -30094196.000000 Penalty: 6125.554688
	Iteration 130Q: 3 clusters Score -3.00942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 229079 members 
Entering Unmasked Estep 
Score: -30094220.000000 Penalty: 6125.554688
	Iteration 131Q: 3 clusters Score -3.009422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 229092 members 
Entering Unmasked Estep 
Score: -30094204.000000 Penalty: 6125.554688
	Iteration 132Q: 3 clusters Score -3.00942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 229100 members 
Entering Unmasked Estep 
Score: -30094190.000000 Penalty: 6125.554688
	Iteration 133Q: 3 clusters Score -3.009419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 229109 members 
Entering Unmasked Estep 
Score: -30094194.000000 Penalty: 6125.554688
	Iteration 134Q: 3 clusters Score -3.009419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 229115 members 
Entering Unmasked Estep 
Score: -30094190.000000 Penalty: 6125.554688
	Iteration 135Q: 3 clusters Score -3.009419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 229120 members 
Entering Unmasked Estep 
Score: -30094182.000000 Penalty: 6125.554688
	Iteration 136Q: 3 clusters Score -3.009418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 229119 members 
Entering Unmasked Estep 
Score: -30094192.000000 Penalty: 6125.554688
	Iteration 137Q: 3 clusters Score -3.009419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 229125 members 
Entering Unmasked Estep 
Score: -30094176.000000 Penalty: 6125.554688
	Iteration 138Q: 3 clusters Score -3.009418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 229129 members 
Entering Unmasked Estep 
Score: -30094188.000000 Penalty: 6125.554688
	Iteration 139Q: 3 clusters Score -3.009419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 229134 members 
Entering Unmasked Estep 
Score: -30094206.000000 Penalty: 6125.554688
	Iteration 140F: 3 clusters Score -3.009421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 229140 members 
Entering Unmasked Estep 
Score: -30094216.000000 Penalty: 6125.554688
	Iteration 141Q: 3 clusters Score -3.009422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 229147 members 
Entering Unmasked Estep 
Score: -30094204.000000 Penalty: 6125.554688
	Iteration 142Q: 3 clusters Score -3.00942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 229157 members 
Entering Unmasked Estep 
Score: -30094204.000000 Penalty: 6125.554688
	Iteration 143Q: 3 clusters Score -3.00942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 229163 members 
Entering Unmasked Estep 
Score: -30094216.000000 Penalty: 6125.554688
	Iteration 144Q: 3 clusters Score -3.009422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 229167 members 
Entering Unmasked Estep 
Score: -30094212.000000 Penalty: 6125.554688
	Iteration 145Q: 3 clusters Score -3.009421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 229175 members 
Entering Unmasked Estep 
Score: -30094214.000000 Penalty: 6125.554688
	Iteration 146Q: 3 clusters Score -3.009421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 229179 members 
Entering Unmasked Estep 
Score: -30094236.000000 Penalty: 6125.554688
	Iteration 147Q: 3 clusters Score -3.009424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 229184 members 
Entering Unmasked Estep 
Score: -30094240.000000 Penalty: 6125.554688
	Iteration 148Q: 3 clusters Score -3.009424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 229187 members 
Entering Unmasked Estep 
Score: -30094222.000000 Penalty: 6125.554688
	Iteration 149Q: 3 clusters Score -3.009422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 229187 members 
Entering Unmasked Estep 
Score: -30094222.000000 Penalty: 6125.554688
	Iteration 150Q: 3 clusters Score -3.009422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 229190 members 
Entering Unmasked Estep 
Score: -30094232.000000 Penalty: 6125.554688
	Iteration 151Q: 3 clusters Score -3.009423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 229191 members 
Entering Unmasked Estep 
Score: -30094226.000000 Penalty: 6125.554688
	Iteration 152Q: 3 clusters Score -3.009423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 229193 members 
Entering Unmasked Estep 
Score: -30094224.000000 Penalty: 6125.554688
	Iteration 153Q: 3 clusters Score -3.009422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 229194 members 
Entering Unmasked Estep 
Score: -30094234.000000 Penalty: 6125.554688
	Iteration 154Q: 3 clusters Score -3.009423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 229195 members 
Entering Unmasked Estep 
Score: -30094226.000000 Penalty: 6125.554688
	Iteration 155Q: 3 clusters Score -3.009423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 229195 members 
Entering Unmasked Estep 
Score: -30094226.000000 Penalty: 6125.554688
	Iteration 156F: 3 clusters Score -3.009423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Entering Unmasked Estep 
Score: -7975628.000000 Penalty: 2738.187988
	Iteration 0F: 2 clusters Score -7975628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -7933635.500000 Penalty: 5476.375977
	Iteration 0F: 3 clusters Score -7933636 nChanged 29099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -7949591.500000 Penalty: 5476.375977
	Iteration 1F: 3 clusters Score -7949592 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -7950118.000000 Penalty: 5476.375977
	Iteration 2Q: 3 clusters Score -7950118 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -7950655.000000 Penalty: 5476.375977
	Iteration 3Q: 3 clusters Score -7950655 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -7951265.500000 Penalty: 5476.375977
	Iteration 4Q: 3 clusters Score -7951266 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -7951909.000000 Penalty: 5476.375977
	Iteration 5Q: 3 clusters Score -7951909 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -7952723.500000 Penalty: 5476.375977
	Iteration 6Q: 3 clusters Score -7952724 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -7953935.000000 Penalty: 5476.375977
	Iteration 7Q: 3 clusters Score -7953935 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -7955515.000000 Penalty: 5476.375977
	Iteration 8F: 3 clusters Score -7955515 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -7957481.000000 Penalty: 5476.375977
	Iteration 9F: 3 clusters Score -7957481 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -7959829.000000 Penalty: 5476.375977
	Iteration 10F: 3 clusters Score -7959829 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -7961924.000000 Penalty: 5476.375977
	Iteration 11F: 3 clusters Score -7961924 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -7963323.500000 Penalty: 5476.375977
	Iteration 12F: 3 clusters Score -7963324 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -7964159.500000 Penalty: 5476.375977
	Iteration 13Q: 3 clusters Score -7964160 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -7964618.500000 Penalty: 5476.375977
	Iteration 14Q: 3 clusters Score -7964618 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -7964879.500000 Penalty: 5476.375977
	Iteration 15Q: 3 clusters Score -7964880 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -7965045.500000 Penalty: 5476.375977
	Iteration 16Q: 3 clusters Score -7965046 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -7965121.000000 Penalty: 5476.375977
	Iteration 17Q: 3 clusters Score -7965121 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -7965183.500000 Penalty: 5476.375977
	Iteration 18Q: 3 clusters Score -7965184 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -7965227.500000 Penalty: 5476.375977
	Iteration 19Q: 3 clusters Score -7965228 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7965257 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7965291 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7965366 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -7965418.500000 Penalty: 5476.375977
	Iteration 23Q: 3 clusters Score -7965418 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -7965514.500000 Penalty: 5476.375977
	Iteration 24Q: 3 clusters Score -7965514 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -7965558.500000 Penalty: 5476.375977
	Iteration 25Q: 3 clusters Score -7965558 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -7965603.500000 Penalty: 5476.375977
	Iteration 26Q: 3 clusters Score -7965604 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -7965669.500000 Penalty: 5476.375977
	Iteration 27Q: 3 clusters Score -7965670 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7965714 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7965811 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7965858 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -7965909.000000 Penalty: 5476.375977
	Iteration 31Q: 3 clusters Score -7965909 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7966015 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7966100 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7966154 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7966272 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -7966398.500000 Penalty: 5476.375977
	Iteration 36Q: 3 clusters Score -7966398 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7966527 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7966636 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7966809 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7966994 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7967186 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7967464 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7967678 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7967900 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7968130 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7968390 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7968690 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7968998 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7969260 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7969521 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7969784 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7970030 nChanged 984
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7970308 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7970554 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 51141 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7970788 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7971059 nChanged 851
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7971312 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7971568 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 54380 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7971740 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7971924 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7972089 nChanged 521
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7972234 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7972376 nChanged 417
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Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7972459 nChanged 357
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Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 57357 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7972538 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7972631 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 57949 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7972717 nChanged 295
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7972808 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7972874 nChanged 230
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Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7972950 nChanged 213
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Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 58870 members 
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	Iteration 71Q: 3 clusters Score -7972998 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7973039 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7973083 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 59272 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7973116 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 59387 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7973156 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7973200 nChanged 114
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Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 59584 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7973224 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -7973252.000000 Penalty: 5476.375977
	Iteration 78Q: 3 clusters Score -7973252 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 59750 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7973266 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7973282 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7973287 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -7973309.000000 Penalty: 5476.375977
	Iteration 82Q: 3 clusters Score -7973309 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7973333 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7973346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7973344 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7973356 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 60096 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7973373 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 60127 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7973384 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -7973405.000000 Penalty: 5476.375977
	Iteration 89Q: 3 clusters Score -7973405 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 60184 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7973409 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7973406 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 60231 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7973423 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 60255 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7973428 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7973430 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 60286 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7973446 nChanged 21
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Mstep: Class 1 contains 2080 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7973442 nChanged 15
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Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7973444 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7973464 nChanged 12
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Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7973467 nChanged 13
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Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7973468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7973474 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7973478 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -7973481.500000 Penalty: 5476.375977
	Iteration 103Q: 3 clusters Score -7973482 nChanged 10
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Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7973481 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 60414 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7973487 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7973484 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 60427 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7973487 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 60434 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7973486 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 60441 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7973473 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 60447 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7973486 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 60453 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7973485 nChanged 7
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Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7973488 nChanged 7
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Mstep: Class 2 contains 60463 members 
Entering Unmasked Estep 
Score: -7973494.000000 Penalty: 5476.375977
	Iteration 113Q: 3 clusters Score -7973494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -7973497.000000 Penalty: 5476.375977
	Iteration 114Q: 3 clusters Score -7973497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 60479 members 
Entering Unmasked Estep 
Score: -7973496.500000 Penalty: 5476.375977
	Iteration 115Q: 3 clusters Score -7973496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -7973496.500000 Penalty: 5476.375977
	Iteration 116Q: 3 clusters Score -7973496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -7973496.000000 Penalty: 5476.375977
	Iteration 117Q: 3 clusters Score -7973496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -7973497.000000 Penalty: 5476.375977
	Iteration 118Q: 3 clusters Score -7973497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -7973488.500000 Penalty: 5476.375977
	Iteration 119Q: 3 clusters Score -7973488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 60497 members 
Entering Unmasked Estep 
Score: -7973491.000000 Penalty: 5476.375977
	Iteration 120F: 3 clusters Score -7973491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -7973489.500000 Penalty: 5476.375977
	Iteration 121Q: 3 clusters Score -7973490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -7973490.500000 Penalty: 5476.375977
	Iteration 122Q: 3 clusters Score -7973490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -7973482.000000 Penalty: 5476.375977
	Iteration 123Q: 3 clusters Score -7973482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -7973489.500000 Penalty: 5476.375977
	Iteration 124Q: 3 clusters Score -7973490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -7973486.500000 Penalty: 5476.375977
	Iteration 125Q: 3 clusters Score -7973486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -7973490.000000 Penalty: 5476.375977
	Iteration 126Q: 3 clusters Score -7973490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 60541 members 
Entering Unmasked Estep 
Score: -7973492.000000 Penalty: 5476.375977
	Iteration 127Q: 3 clusters Score -7973492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -7973489.500000 Penalty: 5476.375977
	Iteration 128Q: 3 clusters Score -7973490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -7973486.000000 Penalty: 5476.375977
	Iteration 129Q: 3 clusters Score -7973486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 60569 members 
Entering Unmasked Estep 
Score: -7973490.500000 Penalty: 5476.375977
	Iteration 130Q: 3 clusters Score -7973490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -7973496.000000 Penalty: 5476.375977
	Iteration 131Q: 3 clusters Score -7973496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 60582 members 
Entering Unmasked Estep 
Score: -7973490.000000 Penalty: 5476.375977
	Iteration 132Q: 3 clusters Score -7973490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -7973503.000000 Penalty: 5476.375977
	Iteration 133Q: 3 clusters Score -7973503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
Score: -7973504.000000 Penalty: 5476.375977
	Iteration 134Q: 3 clusters Score -7973504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
Score: -7973509.000000 Penalty: 5476.375977
	Iteration 135Q: 3 clusters Score -7973509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -7973504.500000 Penalty: 5476.375977
	Iteration 136Q: 3 clusters Score -7973504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -7973504.500000 Penalty: 5476.375977
	Iteration 137Q: 3 clusters Score -7973504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 60598 members 
Entering Unmasked Estep 
Score: -7973499.500000 Penalty: 5476.375977
	Iteration 138Q: 3 clusters Score -7973500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 60598 members 
Entering Unmasked Estep 
Score: -7973499.500000 Penalty: 5476.375977
	Iteration 139F: 3 clusters Score -7973500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Entering Unmasked Estep 
Score: -2553790.750000 Penalty: 2460.757080
	Iteration 0F: 2 clusters Score -2553791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2539459.500000 Penalty: 4921.514160
	Iteration 0F: 3 clusters Score -2539460 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2544321.250000 Penalty: 4921.514160
	Iteration 1F: 3 clusters Score -2544321 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2544801 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -2545293 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2545826.250000 Penalty: 4921.514160
	Iteration 4Q: 3 clusters Score -2545826 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2546427.500000 Penalty: 4921.514160
	Iteration 5F: 3 clusters Score -2546428 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2547097.500000 Penalty: 4921.514160
	Iteration 6F: 3 clusters Score -2547098 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2547814.750000 Penalty: 4921.514160
	Iteration 7F: 3 clusters Score -2547815 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2548501.750000 Penalty: 4921.514160
	Iteration 8F: 3 clusters Score -2548502 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2549100.250000 Penalty: 4921.514160
	Iteration 9Q: 3 clusters Score -2549100 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2549604.250000 Penalty: 4921.514160
	Iteration 10Q: 3 clusters Score -2549604 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2550003.000000 Penalty: 4921.514160
	Iteration 11Q: 3 clusters Score -2550003 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2550315.750000 Penalty: 4921.514160
	Iteration 12Q: 3 clusters Score -2550316 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2550582.500000 Penalty: 4921.514160
	Iteration 13Q: 3 clusters Score -2550582 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2550815.250000 Penalty: 4921.514160
	Iteration 14Q: 3 clusters Score -2550815 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2551005.750000 Penalty: 4921.514160
	Iteration 15Q: 3 clusters Score -2551006 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2551171.500000 Penalty: 4921.514160
	Iteration 16Q: 3 clusters Score -2551172 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2551310.250000 Penalty: 4921.514160
	Iteration 17Q: 3 clusters Score -2551310 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2551435.250000 Penalty: 4921.514160
	Iteration 18Q: 3 clusters Score -2551435 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2551545.500000 Penalty: 4921.514160
	Iteration 19Q: 3 clusters Score -2551546 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2551626.250000 Penalty: 4921.514160
	Iteration 20F: 3 clusters Score -2551626 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2551705.000000 Penalty: 4921.514160
	Iteration 21Q: 3 clusters Score -2551705 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2551759.500000 Penalty: 4921.514160
	Iteration 22Q: 3 clusters Score -2551760 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2551799.500000 Penalty: 4921.514160
	Iteration 23Q: 3 clusters Score -2551800 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2551838.000000 Penalty: 4921.514160
	Iteration 24Q: 3 clusters Score -2551838 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2551867.750000 Penalty: 4921.514160
	Iteration 25Q: 3 clusters Score -2551868 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2551895.000000 Penalty: 4921.514160
	Iteration 26Q: 3 clusters Score -2551895 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2551923.750000 Penalty: 4921.514160
	Iteration 27Q: 3 clusters Score -2551924 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2551945.000000 Penalty: 4921.514160
	Iteration 28Q: 3 clusters Score -2551945 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2551967.000000 Penalty: 4921.514160
	Iteration 29Q: 3 clusters Score -2551967 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2551994.000000 Penalty: 4921.514160
	Iteration 30Q: 3 clusters Score -2551994 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2552012.750000 Penalty: 4921.514160
	Iteration 31Q: 3 clusters Score -2552013 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2552034.750000 Penalty: 4921.514160
	Iteration 32Q: 3 clusters Score -2552035 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2552045.250000 Penalty: 4921.514160
	Iteration 33Q: 3 clusters Score -2552045 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2552053.500000 Penalty: 4921.514160
	Iteration 34Q: 3 clusters Score -2552054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2552064.500000 Penalty: 4921.514160
	Iteration 35Q: 3 clusters Score -2552064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2552067.750000 Penalty: 4921.514160
	Iteration 36Q: 3 clusters Score -2552068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2552075.500000 Penalty: 4921.514160
	Iteration 37Q: 3 clusters Score -2552076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2552082.750000 Penalty: 4921.514160
	Iteration 38Q: 3 clusters Score -2552083 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2552087.500000 Penalty: 4921.514160
	Iteration 39Q: 3 clusters Score -2552088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2552098.250000 Penalty: 4921.514160
	Iteration 40F: 3 clusters Score -2552098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2552100.000000 Penalty: 4921.514160
	Iteration 41Q: 3 clusters Score -2552100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2552104.750000 Penalty: 4921.514160
	Iteration 42Q: 3 clusters Score -2552105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2552109.500000 Penalty: 4921.514160
	Iteration 43Q: 3 clusters Score -2552110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2552113.250000 Penalty: 4921.514160
	Iteration 44Q: 3 clusters Score -2552113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2552118.500000 Penalty: 4921.514160
	Iteration 45Q: 3 clusters Score -2552118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2552118.500000 Penalty: 4921.514160
	Iteration 46Q: 3 clusters Score -2552118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2552121.500000 Penalty: 4921.514160
	Iteration 47Q: 3 clusters Score -2552122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2552122.500000 Penalty: 4921.514160
	Iteration 48Q: 3 clusters Score -2552122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2552126.000000 Penalty: 4921.514160
	Iteration 49Q: 3 clusters Score -2552126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2552136.500000 Penalty: 4921.514160
	Iteration 50Q: 3 clusters Score -2552136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2552136.750000 Penalty: 4921.514160
	Iteration 51Q: 3 clusters Score -2552137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2552137.500000 Penalty: 4921.514160
	Iteration 52Q: 3 clusters Score -2552138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2552143.000000 Penalty: 4921.514160
	Iteration 53Q: 3 clusters Score -2552143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2552146.250000 Penalty: 4921.514160
	Iteration 54Q: 3 clusters Score -2552146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2552149.250000 Penalty: 4921.514160
	Iteration 55Q: 3 clusters Score -2552149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2552151.750000 Penalty: 4921.514160
	Iteration 56Q: 3 clusters Score -2552152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2552152.250000 Penalty: 4921.514160
	Iteration 57Q: 3 clusters Score -2552152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2552151.000000 Penalty: 4921.514160
	Iteration 58Q: 3 clusters Score -2552151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2552151.750000 Penalty: 4921.514160
	Iteration 59Q: 3 clusters Score -2552152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2552151.750000 Penalty: 4921.514160
	Iteration 60F: 3 clusters Score -2552152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2552153.250000 Penalty: 4921.514160
	Iteration 61Q: 3 clusters Score -2552153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2552153.750000 Penalty: 4921.514160
	Iteration 62Q: 3 clusters Score -2552154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2552154.250000 Penalty: 4921.514160
	Iteration 63Q: 3 clusters Score -2552154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2552153.500000 Penalty: 4921.514160
	Iteration 64Q: 3 clusters Score -2552154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2552154.500000 Penalty: 4921.514160
	Iteration 65Q: 3 clusters Score -2552154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2552159.250000 Penalty: 4921.514160
	Iteration 66Q: 3 clusters Score -2552159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2552155.750000 Penalty: 4921.514160
	Iteration 67Q: 3 clusters Score -2552156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2552155.750000 Penalty: 4921.514160
	Iteration 68F: 3 clusters Score -2552156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Entering Unmasked Estep 
Score: -1388256.375000 Penalty: 2295.767822
	Iteration 0F: 2 clusters Score -1388256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1380246.375000 Penalty: 4591.535645
	Iteration 0F: 3 clusters Score -1380246 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1382669.875000 Penalty: 4591.535645
	Iteration 1F: 3 clusters Score -1382670 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1383049.625000 Penalty: 4591.535645
	Iteration 2F: 3 clusters Score -1383050 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1383354.750000 Penalty: 4591.535645
	Iteration 3F: 3 clusters Score -1383355 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1383578.500000 Penalty: 4591.535645
	Iteration 4Q: 3 clusters Score -1383578 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1383800.500000 Penalty: 4591.535645
	Iteration 5Q: 3 clusters Score -1383800 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1384030.875000 Penalty: 4591.535645
	Iteration 6Q: 3 clusters Score -1384031 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1384299.625000 Penalty: 4591.535645
	Iteration 7Q: 3 clusters Score -1384300 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1384642.750000 Penalty: 4591.535645
	Iteration 8Q: 3 clusters Score -1384643 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1385031.625000 Penalty: 4591.535645
	Iteration 9Q: 3 clusters Score -1385032 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1385431.750000 Penalty: 4591.535645
	Iteration 10Q: 3 clusters Score -1385432 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1385812.000000 Penalty: 4591.535645
	Iteration 11Q: 3 clusters Score -1385812 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1386081.500000 Penalty: 4591.535645
	Iteration 12Q: 3 clusters Score -1386082 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1386246.000000 Penalty: 4591.535645
	Iteration 13Q: 3 clusters Score -1386246 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1386332.375000 Penalty: 4591.535645
	Iteration 14Q: 3 clusters Score -1386332 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1386387.750000 Penalty: 4591.535645
	Iteration 15Q: 3 clusters Score -1386388 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1386425.125000 Penalty: 4591.535645
	Iteration 16Q: 3 clusters Score -1386425 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1386452.000000 Penalty: 4591.535645
	Iteration 17Q: 3 clusters Score -1386452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1386473.875000 Penalty: 4591.535645
	Iteration 18Q: 3 clusters Score -1386474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1386491.500000 Penalty: 4591.535645
	Iteration 19Q: 3 clusters Score -1386492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1386505.375000 Penalty: 4591.535645
	Iteration 20F: 3 clusters Score -1386505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1386515.125000 Penalty: 4591.535645
	Iteration 21Q: 3 clusters Score -1386515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1386525.500000 Penalty: 4591.535645
	Iteration 22Q: 3 clusters Score -1386526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1386533.625000 Penalty: 4591.535645
	Iteration 23Q: 3 clusters Score -1386534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1386534.625000 Penalty: 4591.535645
	Iteration 24Q: 3 clusters Score -1386535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1386537.125000 Penalty: 4591.535645
	Iteration 25Q: 3 clusters Score -1386537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1386537.625000 Penalty: 4591.535645
	Iteration 26Q: 3 clusters Score -1386538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1386537.875000 Penalty: 4591.535645
	Iteration 27Q: 3 clusters Score -1386538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1386540.375000 Penalty: 4591.535645
	Iteration 28Q: 3 clusters Score -1386540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1386539.125000 Penalty: 4591.535645
	Iteration 29Q: 3 clusters Score -1386539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1386542.750000 Penalty: 4591.535645
	Iteration 30Q: 3 clusters Score -1386543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1386545.750000 Penalty: 4591.535645
	Iteration 31Q: 3 clusters Score -1386546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1386551.125000 Penalty: 4591.535645
	Iteration 32Q: 3 clusters Score -1386551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1386552.500000 Penalty: 4591.535645
	Iteration 33Q: 3 clusters Score -1386552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1386554.875000 Penalty: 4591.535645
	Iteration 34Q: 3 clusters Score -1386555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1386555.500000 Penalty: 4591.535645
	Iteration 35Q: 3 clusters Score -1386556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1386558.125000 Penalty: 4591.535645
	Iteration 36Q: 3 clusters Score -1386558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1386559.750000 Penalty: 4591.535645
	Iteration 37Q: 3 clusters Score -1386560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1386563.250000 Penalty: 4591.535645
	Iteration 38Q: 3 clusters Score -1386563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1386563.625000 Penalty: 4591.535645
	Iteration 39Q: 3 clusters Score -1386564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1386564.750000 Penalty: 4591.535645
	Iteration 40F: 3 clusters Score -1386565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1386565.125000 Penalty: 4591.535645
	Iteration 41Q: 3 clusters Score -1386565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1386565.875000 Penalty: 4591.535645
	Iteration 42Q: 3 clusters Score -1386566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1386565.875000 Penalty: 4591.535645
	Iteration 43F: 3 clusters Score -1386566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Entering Unmasked Estep 
Score: -936157.687500 Penalty: 2236.486084
	Iteration 0F: 2 clusters Score -936157.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -929621.250000 Penalty: 4472.972168
	Iteration 0F: 3 clusters Score -929621.2 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -931533.062500 Penalty: 4472.972168
	Iteration 1F: 3 clusters Score -931533.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -931924.125000 Penalty: 4472.972168
	Iteration 2F: 3 clusters Score -931924.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -932236.687500 Penalty: 4472.972168
	Iteration 3F: 3 clusters Score -932236.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -932502.312500 Penalty: 4472.972168
	Iteration 4F: 3 clusters Score -932502.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -932744.812500 Penalty: 4472.972168
	Iteration 5Q: 3 clusters Score -932744.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -933011.937500 Penalty: 4472.972168
	Iteration 6Q: 3 clusters Score -933011.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -933291.312500 Penalty: 4472.972168
	Iteration 7Q: 3 clusters Score -933291.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -933563.937500 Penalty: 4472.972168
	Iteration 8Q: 3 clusters Score -933563.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -933819.500000 Penalty: 4472.972168
	Iteration 9Q: 3 clusters Score -933819.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -934058.500000 Penalty: 4472.972168
	Iteration 10Q: 3 clusters Score -934058.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -934317.312500 Penalty: 4472.972168
	Iteration 11Q: 3 clusters Score -934317.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -934575.062500 Penalty: 4472.972168
	Iteration 12Q: 3 clusters Score -934575.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -934798.062500 Penalty: 4472.972168
	Iteration 13Q: 3 clusters Score -934798.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -934965.312500 Penalty: 4472.972168
	Iteration 14Q: 3 clusters Score -934965.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -935098.750000 Penalty: 4472.972168
	Iteration 15Q: 3 clusters Score -935098.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -935223.687500 Penalty: 4472.972168
	Iteration 16Q: 3 clusters Score -935223.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -935332.500000 Penalty: 4472.972168
	Iteration 17Q: 3 clusters Score -935332.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -935445.937500 Penalty: 4472.972168
	Iteration 18Q: 3 clusters Score -935445.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -935556.250000 Penalty: 4472.972168
	Iteration 19Q: 3 clusters Score -935556.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -935640.250000 Penalty: 4472.972168
	Iteration 20F: 3 clusters Score -935640.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -935710.937500 Penalty: 4472.972168
	Iteration 21Q: 3 clusters Score -935710.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -935761.312500 Penalty: 4472.972168
	Iteration 22Q: 3 clusters Score -935761.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -935803.687500 Penalty: 4472.972168
	Iteration 23Q: 3 clusters Score -935803.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -935837.062500 Penalty: 4472.972168
	Iteration 24Q: 3 clusters Score -935837.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -935863.750000 Penalty: 4472.972168
	Iteration 25Q: 3 clusters Score -935863.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -935882.937500 Penalty: 4472.972168
	Iteration 26Q: 3 clusters Score -935882.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -935895.437500 Penalty: 4472.972168
	Iteration 27Q: 3 clusters Score -935895.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -935905.000000 Penalty: 4472.972168
	Iteration 28Q: 3 clusters Score -935905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -935911.562500 Penalty: 4472.972168
	Iteration 29Q: 3 clusters Score -935911.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -935919.375000 Penalty: 4472.972168
	Iteration 30Q: 3 clusters Score -935919.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -935928.187500 Penalty: 4472.972168
	Iteration 31Q: 3 clusters Score -935928.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -935929.500000 Penalty: 4472.972168
	Iteration 32Q: 3 clusters Score -935929.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -935933.562500 Penalty: 4472.972168
	Iteration 33Q: 3 clusters Score -935933.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -935934.750000 Penalty: 4472.972168
	Iteration 34Q: 3 clusters Score -935934.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -935937.562500 Penalty: 4472.972168
	Iteration 35Q: 3 clusters Score -935937.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -935938.750000 Penalty: 4472.972168
	Iteration 36Q: 3 clusters Score -935938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -935937.750000 Penalty: 4472.972168
	Iteration 37Q: 3 clusters Score -935937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -935939.750000 Penalty: 4472.972168
	Iteration 38Q: 3 clusters Score -935939.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -935940.375000 Penalty: 4472.972168
	Iteration 39Q: 3 clusters Score -935940.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -935942.375000 Penalty: 4472.972168
	Iteration 40F: 3 clusters Score -935942.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -935942.750000 Penalty: 4472.972168
	Iteration 41Q: 3 clusters Score -935942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -935941.750000 Penalty: 4472.972168
	Iteration 42Q: 3 clusters Score -935941.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -935941.125000 Penalty: 4472.972168
	Iteration 43Q: 3 clusters Score -935941.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -935941.312500 Penalty: 4472.972168
	Iteration 44Q: 3 clusters Score -935941.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -935944.437500 Penalty: 4472.972168
	Iteration 45Q: 3 clusters Score -935944.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -935944.437500 Penalty: 4472.972168
	Iteration 46F: 3 clusters Score -935944.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Entering Unmasked Estep 
Score: -720805.000000 Penalty: 2147.183594
	Iteration 0F: 2 clusters Score -720805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -715776.062500 Penalty: 4294.367188
	Iteration 0F: 3 clusters Score -715776.1 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -717048.062500 Penalty: 4294.367188
	Iteration 1F: 3 clusters Score -717048.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -717364.250000 Penalty: 4294.367188
	Iteration 2F: 3 clusters Score -717364.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -717683.437500 Penalty: 4294.367188
	Iteration 3F: 3 clusters Score -717683.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -717936.437500 Penalty: 4294.367188
	Iteration 4F: 3 clusters Score -717936.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -718191.000000 Penalty: 4294.367188
	Iteration 5F: 3 clusters Score -718191 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -718432.187500 Penalty: 4294.367188
	Iteration 6F: 3 clusters Score -718432.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -718599.250000 Penalty: 4294.367188
	Iteration 7Q: 3 clusters Score -718599.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -718718.625000 Penalty: 4294.367188
	Iteration 8Q: 3 clusters Score -718718.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -718846.437500 Penalty: 4294.367188
	Iteration 9Q: 3 clusters Score -718846.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -718954.312500 Penalty: 4294.367188
	Iteration 10Q: 3 clusters Score -718954.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -719020.437500 Penalty: 4294.367188
	Iteration 11Q: 3 clusters Score -719020.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -719079.750000 Penalty: 4294.367188
	Iteration 12Q: 3 clusters Score -719079.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -719118.437500 Penalty: 4294.367188
	Iteration 13Q: 3 clusters Score -719118.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -719152.875000 Penalty: 4294.367188
	Iteration 14Q: 3 clusters Score -719152.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -719187.625000 Penalty: 4294.367188
	Iteration 15Q: 3 clusters Score -719187.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -719224.062500 Penalty: 4294.367188
	Iteration 16Q: 3 clusters Score -719224.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -719254.500000 Penalty: 4294.367188
	Iteration 17Q: 3 clusters Score -719254.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -719281.625000 Penalty: 4294.367188
	Iteration 18Q: 3 clusters Score -719281.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -719302.687500 Penalty: 4294.367188
	Iteration 19Q: 3 clusters Score -719302.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -719314.750000 Penalty: 4294.367188
	Iteration 20F: 3 clusters Score -719314.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -719329.875000 Penalty: 4294.367188
	Iteration 21Q: 3 clusters Score -719329.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -719343.875000 Penalty: 4294.367188
	Iteration 22Q: 3 clusters Score -719343.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -719356.812500 Penalty: 4294.367188
	Iteration 23Q: 3 clusters Score -719356.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -719368.875000 Penalty: 4294.367188
	Iteration 24Q: 3 clusters Score -719368.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -719375.625000 Penalty: 4294.367188
	Iteration 25Q: 3 clusters Score -719375.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -719381.875000 Penalty: 4294.367188
	Iteration 26Q: 3 clusters Score -719381.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -719391.437500 Penalty: 4294.367188
	Iteration 27Q: 3 clusters Score -719391.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -719400.875000 Penalty: 4294.367188
	Iteration 28Q: 3 clusters Score -719400.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -719404.875000 Penalty: 4294.367188
	Iteration 29Q: 3 clusters Score -719404.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -719408.562500 Penalty: 4294.367188
	Iteration 30Q: 3 clusters Score -719408.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -719413.062500 Penalty: 4294.367188
	Iteration 31Q: 3 clusters Score -719413.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -719420.875000 Penalty: 4294.367188
	Iteration 32Q: 3 clusters Score -719420.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -719424.312500 Penalty: 4294.367188
	Iteration 33Q: 3 clusters Score -719424.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -719426.187500 Penalty: 4294.367188
	Iteration 34Q: 3 clusters Score -719426.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -719428.937500 Penalty: 4294.367188
	Iteration 35Q: 3 clusters Score -719428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -719433.125000 Penalty: 4294.367188
	Iteration 36Q: 3 clusters Score -719433.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -719437.312500 Penalty: 4294.367188
	Iteration 37Q: 3 clusters Score -719437.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -719440.750000 Penalty: 4294.367188
	Iteration 38Q: 3 clusters Score -719440.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -719442.937500 Penalty: 4294.367188
	Iteration 39Q: 3 clusters Score -719442.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -719445.125000 Penalty: 4294.367188
	Iteration 40F: 3 clusters Score -719445.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -719446.500000 Penalty: 4294.367188
	Iteration 41Q: 3 clusters Score -719446.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -719447.937500 Penalty: 4294.367188
	Iteration 42Q: 3 clusters Score -719447.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -719447.937500 Penalty: 4294.367188
	Iteration 43Q: 3 clusters Score -719447.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -719449.187500 Penalty: 4294.367188
	Iteration 44Q: 3 clusters Score -719449.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -719450.562500 Penalty: 4294.367188
	Iteration 45Q: 3 clusters Score -719450.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -719454.375000 Penalty: 4294.367188
	Iteration 46Q: 3 clusters Score -719454.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -719456.250000 Penalty: 4294.367188
	Iteration 47Q: 3 clusters Score -719456.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -719457.437500 Penalty: 4294.367188
	Iteration 48Q: 3 clusters Score -719457.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -719458.312500 Penalty: 4294.367188
	Iteration 49Q: 3 clusters Score -719458.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -719462.312500 Penalty: 4294.367188
	Iteration 50Q: 3 clusters Score -719462.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -719464.875000 Penalty: 4294.367188
	Iteration 51Q: 3 clusters Score -719464.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -719469.000000 Penalty: 4294.367188
	Iteration 52Q: 3 clusters Score -719469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -719473.062500 Penalty: 4294.367188
	Iteration 53Q: 3 clusters Score -719473.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -719474.937500 Penalty: 4294.367188
	Iteration 54Q: 3 clusters Score -719474.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -719476.937500 Penalty: 4294.367188
	Iteration 55Q: 3 clusters Score -719476.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -719478.062500 Penalty: 4294.367188
	Iteration 56Q: 3 clusters Score -719478.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -719480.937500 Penalty: 4294.367188
	Iteration 57Q: 3 clusters Score -719480.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -719481.375000 Penalty: 4294.367188
	Iteration 58Q: 3 clusters Score -719481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -719480.562500 Penalty: 4294.367188
	Iteration 59Q: 3 clusters Score -719480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -719481.062500 Penalty: 4294.367188
	Iteration 60F: 3 clusters Score -719481.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Entering Unmasked Estep 
Score: -2011312.375000 Penalty: 2393.873535
	Iteration 0F: 2 clusters Score -2011312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2000153.750000 Penalty: 4787.747070
	Iteration 0F: 3 clusters Score -2000154 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2003711.500000 Penalty: 4787.747070
	Iteration 1F: 3 clusters Score -2003712 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2004099.375000 Penalty: 4787.747070
	Iteration 2F: 3 clusters Score -2004099 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2004407.125000 Penalty: 4787.747070
	Iteration 3F: 3 clusters Score -2004407 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2004714.125000 Penalty: 4787.747070
	Iteration 4Q: 3 clusters Score -2004714 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2005082.750000 Penalty: 4787.747070
	Iteration 5Q: 3 clusters Score -2005083 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2005521.750000 Penalty: 4787.747070
	Iteration 6Q: 3 clusters Score -2005522 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2006038.625000 Penalty: 4787.747070
	Iteration 7F: 3 clusters Score -2006039 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2006603.000000 Penalty: 4787.747070
	Iteration 8F: 3 clusters Score -2006603 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2007209.375000 Penalty: 4787.747070
	Iteration 9F: 3 clusters Score -2007209 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2007726.750000 Penalty: 4787.747070
	Iteration 10Q: 3 clusters Score -2007727 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2008157.625000 Penalty: 4787.747070
	Iteration 11Q: 3 clusters Score -2008158 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2008486.625000 Penalty: 4787.747070
	Iteration 12Q: 3 clusters Score -2008487 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2008697.500000 Penalty: 4787.747070
	Iteration 13Q: 3 clusters Score -2008698 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2008823.000000 Penalty: 4787.747070
	Iteration 14Q: 3 clusters Score -2008823 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2008902.750000 Penalty: 4787.747070
	Iteration 15Q: 3 clusters Score -2008903 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2008968.125000 Penalty: 4787.747070
	Iteration 16Q: 3 clusters Score -2008968 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2009015.750000 Penalty: 4787.747070
	Iteration 17Q: 3 clusters Score -2009016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2009058.375000 Penalty: 4787.747070
	Iteration 18Q: 3 clusters Score -2009058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2009090.500000 Penalty: 4787.747070
	Iteration 19Q: 3 clusters Score -2009090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2009119.000000 Penalty: 4787.747070
	Iteration 20F: 3 clusters Score -2009119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2009133.625000 Penalty: 4787.747070
	Iteration 21Q: 3 clusters Score -2009134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2009146.250000 Penalty: 4787.747070
	Iteration 22Q: 3 clusters Score -2009146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2009156.875000 Penalty: 4787.747070
	Iteration 23Q: 3 clusters Score -2009157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2009161.375000 Penalty: 4787.747070
	Iteration 24Q: 3 clusters Score -2009161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2009170.625000 Penalty: 4787.747070
	Iteration 25Q: 3 clusters Score -2009171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2009178.000000 Penalty: 4787.747070
	Iteration 26Q: 3 clusters Score -2009178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2009182.125000 Penalty: 4787.747070
	Iteration 27Q: 3 clusters Score -2009182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2009186.875000 Penalty: 4787.747070
	Iteration 28Q: 3 clusters Score -2009187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2009197.625000 Penalty: 4787.747070
	Iteration 29Q: 3 clusters Score -2009198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2009199.500000 Penalty: 4787.747070
	Iteration 30Q: 3 clusters Score -2009200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2009203.125000 Penalty: 4787.747070
	Iteration 31Q: 3 clusters Score -2009203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2009207.875000 Penalty: 4787.747070
	Iteration 32Q: 3 clusters Score -2009208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2009213.500000 Penalty: 4787.747070
	Iteration 33Q: 3 clusters Score -2009214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2009212.250000 Penalty: 4787.747070
	Iteration 34Q: 3 clusters Score -2009212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2009215.750000 Penalty: 4787.747070
	Iteration 35Q: 3 clusters Score -2009216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2009220.000000 Penalty: 4787.747070
	Iteration 36Q: 3 clusters Score -2009220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2009223.750000 Penalty: 4787.747070
	Iteration 37Q: 3 clusters Score -2009224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2009224.125000 Penalty: 4787.747070
	Iteration 38Q: 3 clusters Score -2009224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2009225.875000 Penalty: 4787.747070
	Iteration 39Q: 3 clusters Score -2009226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2009231.875000 Penalty: 4787.747070
	Iteration 40F: 3 clusters Score -2009232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2009235.625000 Penalty: 4787.747070
	Iteration 41Q: 3 clusters Score -2009236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2009239.500000 Penalty: 4787.747070
	Iteration 42Q: 3 clusters Score -2009240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2009241.375000 Penalty: 4787.747070
	Iteration 43Q: 3 clusters Score -2009241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2009241.375000 Penalty: 4787.747070
	Iteration 44F: 3 clusters Score -2009241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 39387 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11638 members 
Mstep: Class 5 contains 14376 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22876 members 
Mstep: Class 8 contains 9242 members 
Mstep: Class 9 contains 5546 members 
Mstep: Class 10 contains 14087 members 
Mstep: Class 11 contains 10055 members 
Mstep: Class 12 contains 176780 members 
Mstep: Class 13 contains 596 members 
Mstep: Class 14 contains 39647 members 
Mstep: Class 15 contains 10121 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 230939 members 
Mstep: Class 18 contains 62385 members 
Mstep: Class 19 contains 20382 members 
Mstep: Class 21 contains 10479 members 
Mstep: Class 22 contains 8251 members 
Mstep: Class 23 contains 5756 members 
Mstep: Class 24 contains 15564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833288.000000 Penalty: 80247.148438
Iteration 79Q: 25 clusters Score -9.083329e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 39355 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11634 members 
Mstep: Class 5 contains 14383 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22880 members 
Mstep: Class 8 contains 9247 members 
Mstep: Class 9 contains 5542 members 
Mstep: Class 10 contains 14072 members 
Mstep: Class 11 contains 10057 members 
Mstep: Class 12 contains 176408 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39643 members 
Mstep: Class 15 contains 10180 members 
Mstep: Class 16 contains 691 members 
Mstep: Class 17 contains 231332 members 
Mstep: Class 18 contains 62380 members 
Mstep: Class 19 contains 20373 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10440 members 
Mstep: Class 22 contains 8256 members 
Mstep: Class 23 contains 5770 members 
Mstep: Class 24 contains 15560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833512.000000 Penalty: 80247.148438
Iteration 80F: 25 clusters Score -9.083351e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 39324 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11629 members 
Mstep: Class 5 contains 14389 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22899 members 
Mstep: Class 8 contains 9248 members 
Mstep: Class 9 contains 5541 members 
Mstep: Class 10 contains 14061 members 
Mstep: Class 11 contains 10060 members 
Mstep: Class 12 contains 176137 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39637 members 
Mstep: Class 15 contains 10215 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 231645 members 
Mstep: Class 18 contains 62362 members 
Mstep: Class 19 contains 20364 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10400 members 
Mstep: Class 22 contains 8258 members 
Mstep: Class 23 contains 5785 members 
Mstep: Class 24 contains 15560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833576.000000 Penalty: 80247.148438
Iteration 81Q: 25 clusters Score -9.083358e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 39307 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11631 members 
Mstep: Class 5 contains 14411 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22915 members 
Mstep: Class 8 contains 9252 members 
Mstep: Class 9 contains 5539 members 
Mstep: Class 10 contains 14047 members 
Mstep: Class 11 contains 10062 members 
Mstep: Class 12 contains 175968 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39631 members 
Mstep: Class 15 contains 10243 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 231875 members 
Mstep: Class 18 contains 62337 members 
Mstep: Class 19 contains 20351 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10351 members 
Mstep: Class 22 contains 8261 members 
Mstep: Class 23 contains 5793 members 
Mstep: Class 24 contains 15539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833808.000000 Penalty: 80247.148438
Iteration 82Q: 25 clusters Score -9.083381e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 39274 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11639 members 
Mstep: Class 5 contains 14424 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22937 members 
Mstep: Class 8 contains 9269 members 
Mstep: Class 9 contains 5537 members 
Mstep: Class 10 contains 14033 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 175787 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39636 members 
Mstep: Class 15 contains 10276 members 
Mstep: Class 16 contains 691 members 
Mstep: Class 17 contains 232061 members 
Mstep: Class 18 contains 62318 members 
Mstep: Class 19 contains 20340 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10318 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 5797 members 
Mstep: Class 24 contains 15542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833664.000000 Penalty: 80247.148438
Iteration 83Q: 25 clusters Score -9.083366e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 39234 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11638 members 
Mstep: Class 5 contains 14428 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22973 members 
Mstep: Class 8 contains 9281 members 
Mstep: Class 9 contains 5535 members 
Mstep: Class 10 contains 14013 members 
Mstep: Class 11 contains 10069 members 
Mstep: Class 12 contains 175721 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39626 members 
Mstep: Class 15 contains 10299 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 232197 members 
Mstep: Class 18 contains 62282 members 
Mstep: Class 19 contains 20336 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10279 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 5803 members 
Mstep: Class 24 contains 15539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833680.000000 Penalty: 80247.148438
Iteration 84Q: 25 clusters Score -9.083368e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 39187 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11637 members 
Mstep: Class 5 contains 14441 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 22997 members 
Mstep: Class 8 contains 9290 members 
Mstep: Class 9 contains 5533 members 
Mstep: Class 10 contains 14004 members 
Mstep: Class 11 contains 10073 members 
Mstep: Class 12 contains 175651 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39610 members 
Mstep: Class 15 contains 10328 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 232319 members 
Mstep: Class 18 contains 62247 members 
Mstep: Class 19 contains 20336 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10252 members 
Mstep: Class 22 contains 8267 members 
Mstep: Class 23 contains 5807 members 
Mstep: Class 24 contains 15539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833696.000000 Penalty: 80247.148438
Iteration 85Q: 25 clusters Score -9.08337e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 39151 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11641 members 
Mstep: Class 5 contains 14446 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23012 members 
Mstep: Class 8 contains 9291 members 
Mstep: Class 9 contains 5532 members 
Mstep: Class 10 contains 14002 members 
Mstep: Class 11 contains 10075 members 
Mstep: Class 12 contains 175597 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39601 members 
Mstep: Class 15 contains 10353 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 232423 members 
Mstep: Class 18 contains 62208 members 
Mstep: Class 19 contains 20335 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10221 members 
Mstep: Class 22 contains 8269 members 
Mstep: Class 23 contains 5812 members 
Mstep: Class 24 contains 15549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833728.000000 Penalty: 80247.148438
Iteration 86Q: 25 clusters Score -9.083373e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 39115 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11641 members 
Mstep: Class 5 contains 14439 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23038 members 
Mstep: Class 8 contains 9301 members 
Mstep: Class 9 contains 5530 members 
Mstep: Class 10 contains 14001 members 
Mstep: Class 11 contains 10083 members 
Mstep: Class 12 contains 175593 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39601 members 
Mstep: Class 15 contains 10377 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 232473 members 
Mstep: Class 18 contains 62179 members 
Mstep: Class 19 contains 20331 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10185 members 
Mstep: Class 22 contains 8272 members 
Mstep: Class 23 contains 5813 members 
Mstep: Class 24 contains 15547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833776.000000 Penalty: 80247.148438
Iteration 87Q: 25 clusters Score -9.083378e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 39082 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11621 members 
Mstep: Class 5 contains 14444 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23054 members 
Mstep: Class 8 contains 9303 members 
Mstep: Class 9 contains 5527 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 10086 members 
Mstep: Class 12 contains 175662 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39599 members 
Mstep: Class 15 contains 10402 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 232483 members 
Mstep: Class 18 contains 62148 members 
Mstep: Class 19 contains 20327 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10158 members 
Mstep: Class 22 contains 8273 members 
Mstep: Class 23 contains 5813 members 
Mstep: Class 24 contains 15547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833648.000000 Penalty: 80247.148438
Iteration 88Q: 25 clusters Score -9.083365e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 39059 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11620 members 
Mstep: Class 5 contains 14446 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23064 members 
Mstep: Class 8 contains 9303 members 
Mstep: Class 9 contains 5527 members 
Mstep: Class 10 contains 13990 members 
Mstep: Class 11 contains 10092 members 
Mstep: Class 12 contains 175727 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39603 members 
Mstep: Class 15 contains 10434 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 232451 members 
Mstep: Class 18 contains 62114 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10147 members 
Mstep: Class 22 contains 8275 members 
Mstep: Class 23 contains 5813 members 
Mstep: Class 24 contains 15544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833672.000000 Penalty: 80247.148438
Iteration 89Q: 25 clusters Score -9.083367e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 39038 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11621 members 
Mstep: Class 5 contains 14450 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23078 members 
Mstep: Class 8 contains 9306 members 
Mstep: Class 9 contains 5527 members 
Mstep: Class 10 contains 13985 members 
Mstep: Class 11 contains 10093 members 
Mstep: Class 12 contains 175808 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39606 members 
Mstep: Class 15 contains 10462 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 232391 members 
Mstep: Class 18 contains 62085 members 
Mstep: Class 19 contains 20310 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10138 members 
Mstep: Class 22 contains 8281 members 
Mstep: Class 23 contains 5813 members 
Mstep: Class 24 contains 15533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833592.000000 Penalty: 80247.148438
Iteration 90Q: 25 clusters Score -9.083359e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 39015 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11619 members 
Mstep: Class 5 contains 14453 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23089 members 
Mstep: Class 8 contains 9312 members 
Mstep: Class 9 contains 5528 members 
Mstep: Class 10 contains 13975 members 
Mstep: Class 11 contains 10094 members 
Mstep: Class 12 contains 175896 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39614 members 
Mstep: Class 15 contains 10481 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 232308 members 
Mstep: Class 18 contains 62055 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10139 members 
Mstep: Class 22 contains 8290 members 
Mstep: Class 23 contains 5813 members 
Mstep: Class 24 contains 15534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833624.000000 Penalty: 80247.148438
Iteration 91Q: 25 clusters Score -9.083362e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38992 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11621 members 
Mstep: Class 5 contains 14451 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23109 members 
Mstep: Class 8 contains 9306 members 
Mstep: Class 9 contains 5526 members 
Mstep: Class 10 contains 13974 members 
Mstep: Class 11 contains 10093 members 
Mstep: Class 12 contains 175985 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39610 members 
Mstep: Class 15 contains 10504 members 
Mstep: Class 16 contains 691 members 
Mstep: Class 17 contains 232228 members 
Mstep: Class 18 contains 62033 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10139 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 5813 members 
Mstep: Class 24 contains 15532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833656.000000 Penalty: 80247.148438
Iteration 92Q: 25 clusters Score -9.083366e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38964 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11626 members 
Mstep: Class 5 contains 14446 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23133 members 
Mstep: Class 8 contains 9312 members 
Mstep: Class 9 contains 5525 members 
Mstep: Class 10 contains 13974 members 
Mstep: Class 11 contains 10095 members 
Mstep: Class 12 contains 176097 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39612 members 
Mstep: Class 15 contains 10525 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 232118 members 
Mstep: Class 18 contains 62011 members 
Mstep: Class 19 contains 20311 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10136 members 
Mstep: Class 22 contains 8307 members 
Mstep: Class 23 contains 5814 members 
Mstep: Class 24 contains 15524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833384.000000 Penalty: 80247.148438
Iteration 93Q: 25 clusters Score -9.083338e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38939 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11627 members 
Mstep: Class 5 contains 14447 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23155 members 
Mstep: Class 8 contains 9316 members 
Mstep: Class 9 contains 5521 members 
Mstep: Class 10 contains 13970 members 
Mstep: Class 11 contains 10094 members 
Mstep: Class 12 contains 176233 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39610 members 
Mstep: Class 15 contains 10541 members 
Mstep: Class 16 contains 688 members 
Mstep: Class 17 contains 231998 members 
Mstep: Class 18 contains 61991 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10124 members 
Mstep: Class 22 contains 8315 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833432.000000 Penalty: 80247.148438
Iteration 94Q: 25 clusters Score -9.083343e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38906 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11627 members 
Mstep: Class 5 contains 14444 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23176 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 5520 members 
Mstep: Class 10 contains 13967 members 
Mstep: Class 11 contains 10096 members 
Mstep: Class 12 contains 176379 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39623 members 
Mstep: Class 15 contains 10552 members 
Mstep: Class 16 contains 688 members 
Mstep: Class 17 contains 231870 members 
Mstep: Class 18 contains 61975 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10106 members 
Mstep: Class 22 contains 8317 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833224.000000 Penalty: 80247.148438
Iteration 95Q: 25 clusters Score -9.083322e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38882 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11627 members 
Mstep: Class 5 contains 14442 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23197 members 
Mstep: Class 8 contains 9326 members 
Mstep: Class 9 contains 5520 members 
Mstep: Class 10 contains 13968 members 
Mstep: Class 11 contains 10096 members 
Mstep: Class 12 contains 176544 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39627 members 
Mstep: Class 15 contains 10559 members 
Mstep: Class 16 contains 688 members 
Mstep: Class 17 contains 231725 members 
Mstep: Class 18 contains 61953 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10093 members 
Mstep: Class 22 contains 8320 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833040.000000 Penalty: 80247.148438
Iteration 96Q: 25 clusters Score -9.083304e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38859 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11624 members 
Mstep: Class 5 contains 14432 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23221 members 
Mstep: Class 8 contains 9332 members 
Mstep: Class 9 contains 5517 members 
Mstep: Class 10 contains 13968 members 
Mstep: Class 11 contains 10098 members 
Mstep: Class 12 contains 176714 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39629 members 
Mstep: Class 15 contains 10568 members 
Mstep: Class 16 contains 688 members 
Mstep: Class 17 contains 231583 members 
Mstep: Class 18 contains 61932 members 
Mstep: Class 19 contains 20311 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10088 members 
Mstep: Class 22 contains 8322 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833056.000000 Penalty: 80247.148438
Iteration 97Q: 25 clusters Score -9.083306e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38840 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11629 members 
Mstep: Class 5 contains 14426 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23245 members 
Mstep: Class 8 contains 9334 members 
Mstep: Class 9 contains 5516 members 
Mstep: Class 10 contains 13967 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 12 contains 176814 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39632 members 
Mstep: Class 15 contains 10579 members 
Mstep: Class 16 contains 688 members 
Mstep: Class 17 contains 231474 members 
Mstep: Class 18 contains 61917 members 
Mstep: Class 19 contains 20309 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10087 members 
Mstep: Class 22 contains 8323 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833144.000000 Penalty: 80247.148438
Iteration 98Q: 25 clusters Score -9.083314e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38826 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11630 members 
Mstep: Class 5 contains 14422 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23265 members 
Mstep: Class 8 contains 9336 members 
Mstep: Class 9 contains 5515 members 
Mstep: Class 10 contains 13969 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 12 contains 176892 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39632 members 
Mstep: Class 15 contains 10587 members 
Mstep: Class 16 contains 688 members 
Mstep: Class 17 contains 231388 members 
Mstep: Class 18 contains 61899 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10089 members 
Mstep: Class 22 contains 8325 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833120.000000 Penalty: 80247.148438
Iteration 99Q: 25 clusters Score -9.083312e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38811 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11635 members 
Mstep: Class 5 contains 14418 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23282 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 5515 members 
Mstep: Class 10 contains 13973 members 
Mstep: Class 11 contains 10102 members 
Mstep: Class 12 contains 176965 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39636 members 
Mstep: Class 15 contains 10596 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 231300 members 
Mstep: Class 18 contains 61886 members 
Mstep: Class 19 contains 20308 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10084 members 
Mstep: Class 22 contains 8323 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833440.000000 Penalty: 80247.148438
Iteration 100F: 25 clusters Score -9.083344e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38802 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11634 members 
Mstep: Class 5 contains 14417 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23300 members 
Mstep: Class 8 contains 9347 members 
Mstep: Class 9 contains 5514 members 
Mstep: Class 10 contains 13975 members 
Mstep: Class 11 contains 10101 members 
Mstep: Class 12 contains 177013 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39635 members 
Mstep: Class 15 contains 10612 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 231239 members 
Mstep: Class 18 contains 61874 members 
Mstep: Class 19 contains 20310 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10082 members 
Mstep: Class 22 contains 8326 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833400.000000 Penalty: 80247.148438
Iteration 101Q: 25 clusters Score -9.08334e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38793 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11628 members 
Mstep: Class 5 contains 14418 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23321 members 
Mstep: Class 8 contains 9349 members 
Mstep: Class 9 contains 5516 members 
Mstep: Class 10 contains 13974 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 12 contains 177078 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39630 members 
Mstep: Class 15 contains 10624 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 231180 members 
Mstep: Class 18 contains 61858 members 
Mstep: Class 19 contains 20309 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10078 members 
Mstep: Class 22 contains 8326 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833304.000000 Penalty: 80247.148438
Iteration 102Q: 25 clusters Score -9.08333e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38774 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 11625 members 
Mstep: Class 5 contains 14424 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23334 members 
Mstep: Class 8 contains 9352 members 
Mstep: Class 9 contains 5515 members 
Mstep: Class 10 contains 13971 members 
Mstep: Class 11 contains 10102 members 
Mstep: Class 12 contains 177162 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39629 members 
Mstep: Class 15 contains 10633 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 231108 members 
Mstep: Class 18 contains 61852 members 
Mstep: Class 19 contains 20310 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10072 members 
Mstep: Class 22 contains 8327 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833336.000000 Penalty: 80247.148438
Iteration 103Q: 25 clusters Score -9.083334e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38761 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 11621 members 
Mstep: Class 5 contains 14422 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23345 members 
Mstep: Class 8 contains 9356 members 
Mstep: Class 9 contains 5515 members 
Mstep: Class 10 contains 13976 members 
Mstep: Class 11 contains 10104 members 
Mstep: Class 12 contains 177230 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39630 members 
Mstep: Class 15 contains 10640 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 231040 members 
Mstep: Class 18 contains 61845 members 
Mstep: Class 19 contains 20309 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10061 members 
Mstep: Class 22 contains 8328 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833368.000000 Penalty: 80247.148438
Iteration 104Q: 25 clusters Score -9.083337e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38753 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 11620 members 
Mstep: Class 5 contains 14419 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23360 members 
Mstep: Class 8 contains 9351 members 
Mstep: Class 9 contains 5515 members 
Mstep: Class 10 contains 13980 members 
Mstep: Class 11 contains 10106 members 
Mstep: Class 12 contains 177304 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39629 members 
Mstep: Class 15 contains 10643 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 230968 members 
Mstep: Class 18 contains 61834 members 
Mstep: Class 19 contains 20309 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10057 members 
Mstep: Class 22 contains 8328 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833424.000000 Penalty: 80247.148438
Iteration 105Q: 25 clusters Score -9.083342e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38742 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 11619 members 
Mstep: Class 5 contains 14415 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23377 members 
Mstep: Class 8 contains 9352 members 
Mstep: Class 9 contains 5512 members 
Mstep: Class 10 contains 13980 members 
Mstep: Class 11 contains 10108 members 
Mstep: Class 12 contains 177367 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39627 members 
Mstep: Class 15 contains 10651 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 230903 members 
Mstep: Class 18 contains 61828 members 
Mstep: Class 19 contains 20309 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10054 members 
Mstep: Class 22 contains 8329 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833352.000000 Penalty: 80247.148438
Iteration 106Q: 25 clusters Score -9.083335e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38736 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 11619 members 
Mstep: Class 5 contains 14417 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23387 members 
Mstep: Class 8 contains 9355 members 
Mstep: Class 9 contains 5509 members 
Mstep: Class 10 contains 13981 members 
Mstep: Class 11 contains 10109 members 
Mstep: Class 12 contains 177436 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39625 members 
Mstep: Class 15 contains 10656 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 230842 members 
Mstep: Class 18 contains 61813 members 
Mstep: Class 19 contains 20306 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10051 members 
Mstep: Class 22 contains 8329 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833312.000000 Penalty: 80247.148438
Iteration 107Q: 25 clusters Score -9.083331e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38731 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 11617 members 
Mstep: Class 5 contains 14420 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23395 members 
Mstep: Class 8 contains 9360 members 
Mstep: Class 9 contains 5508 members 
Mstep: Class 10 contains 13983 members 
Mstep: Class 11 contains 10110 members 
Mstep: Class 12 contains 177491 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39628 members 
Mstep: Class 15 contains 10656 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 230774 members 
Mstep: Class 18 contains 61802 members 
Mstep: Class 19 contains 20305 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10052 members 
Mstep: Class 22 contains 8330 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833288.000000 Penalty: 80247.148438
Iteration 108Q: 25 clusters Score -9.083329e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38719 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 11614 members 
Mstep: Class 5 contains 14421 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23406 members 
Mstep: Class 8 contains 9361 members 
Mstep: Class 9 contains 5508 members 
Mstep: Class 10 contains 13985 members 
Mstep: Class 11 contains 10112 members 
Mstep: Class 12 contains 177550 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39627 members 
Mstep: Class 15 contains 10656 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 230704 members 
Mstep: Class 18 contains 61792 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10055 members 
Mstep: Class 22 contains 8330 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833360.000000 Penalty: 80247.148438
Iteration 109Q: 25 clusters Score -9.083336e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38709 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11610 members 
Mstep: Class 5 contains 14421 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23416 members 
Mstep: Class 8 contains 9362 members 
Mstep: Class 9 contains 5508 members 
Mstep: Class 10 contains 13985 members 
Mstep: Class 11 contains 10110 members 
Mstep: Class 12 contains 177610 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39632 members 
Mstep: Class 15 contains 10659 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 230630 members 
Mstep: Class 18 contains 61789 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10055 members 
Mstep: Class 22 contains 8330 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833456.000000 Penalty: 80247.148438
Iteration 110Q: 25 clusters Score -9.083346e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 38696 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11610 members 
Mstep: Class 5 contains 14423 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23433 members 
Mstep: Class 8 contains 9369 members 
Mstep: Class 9 contains 5508 members 
Mstep: Class 10 contains 13984 members 
Mstep: Class 11 contains 10111 members 
Mstep: Class 12 contains 177674 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39626 members 
Mstep: Class 15 contains 10663 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 230547 members 
Mstep: Class 18 contains 61787 members 
Mstep: Class 19 contains 20309 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10056 members 
Mstep: Class 22 contains 8329 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833416.000000 Penalty: 80247.148438
Iteration 111Q: 25 clusters Score -9.083342e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 38686 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11610 members 
Mstep: Class 5 contains 14423 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23444 members 
Mstep: Class 8 contains 9370 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 13985 members 
Mstep: Class 11 contains 10113 members 
Mstep: Class 12 contains 177773 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39625 members 
Mstep: Class 15 contains 10664 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 230443 members 
Mstep: Class 18 contains 61782 members 
Mstep: Class 19 contains 20312 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10055 members 
Mstep: Class 22 contains 8330 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833376.000000 Penalty: 80247.148438
Iteration 112Q: 25 clusters Score -9.083338e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 38666 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11612 members 
Mstep: Class 5 contains 14422 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23457 members 
Mstep: Class 8 contains 9370 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 13985 members 
Mstep: Class 11 contains 10114 members 
Mstep: Class 12 contains 177878 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39638 members 
Mstep: Class 15 contains 10664 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 230345 members 
Mstep: Class 18 contains 61778 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10055 members 
Mstep: Class 22 contains 8330 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833384.000000 Penalty: 80247.148438
Iteration 113Q: 25 clusters Score -9.083338e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 38650 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11612 members 
Mstep: Class 5 contains 14418 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23478 members 
Mstep: Class 8 contains 9380 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 13985 members 
Mstep: Class 11 contains 10114 members 
Mstep: Class 12 contains 178004 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39643 members 
Mstep: Class 15 contains 10666 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 230216 members 
Mstep: Class 18 contains 61775 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10054 members 
Mstep: Class 22 contains 8331 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833480.000000 Penalty: 80247.148438
Iteration 114Q: 25 clusters Score -9.083348e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 38632 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11613 members 
Mstep: Class 5 contains 14419 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23494 members 
Mstep: Class 8 contains 9383 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 178124 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39652 members 
Mstep: Class 15 contains 10667 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 230094 members 
Mstep: Class 18 contains 61769 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10053 members 
Mstep: Class 22 contains 8334 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833560.000000 Penalty: 80247.148438
Iteration 115Q: 25 clusters Score -9.083356e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 38608 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11617 members 
Mstep: Class 5 contains 14419 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23512 members 
Mstep: Class 8 contains 9391 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 13985 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 178222 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39662 members 
Mstep: Class 15 contains 10670 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 229982 members 
Mstep: Class 18 contains 61763 members 
Mstep: Class 19 contains 20312 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10050 members 
Mstep: Class 22 contains 8335 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833560.000000 Penalty: 80247.148438
Iteration 116Q: 25 clusters Score -9.083356e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38588 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11618 members 
Mstep: Class 5 contains 14420 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23526 members 
Mstep: Class 8 contains 9399 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 13986 members 
Mstep: Class 11 contains 10117 members 
Mstep: Class 12 contains 178323 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39674 members 
Mstep: Class 15 contains 10675 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 229867 members 
Mstep: Class 18 contains 61752 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10047 members 
Mstep: Class 22 contains 8335 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833576.000000 Penalty: 80247.148438
Iteration 117Q: 25 clusters Score -9.083358e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38570 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11617 members 
Mstep: Class 5 contains 14417 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23545 members 
Mstep: Class 8 contains 9405 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 13986 members 
Mstep: Class 11 contains 10118 members 
Mstep: Class 12 contains 178418 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39682 members 
Mstep: Class 15 contains 10682 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 229775 members 
Mstep: Class 18 contains 61738 members 
Mstep: Class 19 contains 20311 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10042 members 
Mstep: Class 22 contains 8336 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 15565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833512.000000 Penalty: 80247.148438
Iteration 118Q: 25 clusters Score -9.083351e+07 nChanged 287
Entering ConstructFrom: 
Score: -90833512.000000 Penalty: 80247.148438
Entering ConstructFrom: 
Trying to split cluster 1 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -124949.578125 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -124949.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -123112.265625 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -123112.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -123762.726562 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -123762.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -124064.726562 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -124064.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -124250.851562 Penalty: 3473.971191
	Iteration 3F: 3 clusters Score -124250.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -124359.843750 Penalty: 3473.971191
	Iteration 4Q: 3 clusters Score -124359.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -124426.851562 Penalty: 3473.971191
	Iteration 5Q: 3 clusters Score -124426.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -124468.476562 Penalty: 3473.971191
	Iteration 6Q: 3 clusters Score -124468.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -124489.687500 Penalty: 3473.971191
	Iteration 7Q: 3 clusters Score -124489.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -124510.570312 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -124510.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -124520.031250 Penalty: 3473.971191
	Iteration 9Q: 3 clusters Score -124520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -124528.328125 Penalty: 3473.971191
	Iteration 10Q: 3 clusters Score -124528.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -124544.101562 Penalty: 3473.971191
	Iteration 11Q: 3 clusters Score -124544.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -124557.007812 Penalty: 3473.971191
	Iteration 12Q: 3 clusters Score -124557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -124564.867188 Penalty: 3473.971191
	Iteration 13Q: 3 clusters Score -124564.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -124569.382812 Penalty: 3473.971191
	Iteration 14Q: 3 clusters Score -124569.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -124573.406250 Penalty: 3473.971191
	Iteration 15Q: 3 clusters Score -124573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -124587.453125 Penalty: 3473.971191
	Iteration 16Q: 3 clusters Score -124587.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -124596.039062 Penalty: 3473.971191
	Iteration 17Q: 3 clusters Score -124596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -124607.312500 Penalty: 3473.971191
	Iteration 18Q: 3 clusters Score -124607.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -124615.523438 Penalty: 3473.971191
	Iteration 19Q: 3 clusters Score -124615.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -124627.109375 Penalty: 3473.971191
	Iteration 20F: 3 clusters Score -124627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -124633.562500 Penalty: 3473.971191
	Iteration 21Q: 3 clusters Score -124633.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -124647.414062 Penalty: 3473.971191
	Iteration 22Q: 3 clusters Score -124647.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -124670.468750 Penalty: 3473.971191
	Iteration 23Q: 3 clusters Score -124670.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -124692.414062 Penalty: 3473.971191
	Iteration 24Q: 3 clusters Score -124692.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -124717.601562 Penalty: 3473.971191
	Iteration 25Q: 3 clusters Score -124717.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -124746.789062 Penalty: 3473.971191
	Iteration 26Q: 3 clusters Score -124746.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -124764.140625 Penalty: 3473.971191
	Iteration 27Q: 3 clusters Score -124764.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -124779.070312 Penalty: 3473.971191
	Iteration 28Q: 3 clusters Score -124779.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -124791.984375 Penalty: 3473.971191
	Iteration 29Q: 3 clusters Score -124792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -124802.359375 Penalty: 3473.971191
	Iteration 30Q: 3 clusters Score -124802.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -124825.492188 Penalty: 3473.971191
	Iteration 31Q: 3 clusters Score -124825.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -124856.351562 Penalty: 3473.971191
	Iteration 32Q: 3 clusters Score -124856.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -124863.015625 Penalty: 3473.971191
	Iteration 33Q: 3 clusters Score -124863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -124867.765625 Penalty: 3473.971191
	Iteration 34Q: 3 clusters Score -124867.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -124872.640625 Penalty: 3473.971191
	Iteration 35Q: 3 clusters Score -124872.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -124892.304688 Penalty: 3473.971191
	Iteration 36Q: 3 clusters Score -124892.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -124925.554688 Penalty: 3473.971191
	Iteration 37Q: 3 clusters Score -124925.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -124981.406250 Penalty: 3473.971191
	Iteration 38Q: 3 clusters Score -124981.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -125083.593750 Penalty: 3473.971191
	Iteration 39Q: 3 clusters Score -125083.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -125233.171875 Penalty: 3473.971191
	Iteration 40F: 3 clusters Score -125233.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -125373.265625 Penalty: 3473.971191
	Iteration 41Q: 3 clusters Score -125373.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -125436.164062 Penalty: 3473.971191
	Iteration 42Q: 3 clusters Score -125436.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -125457.046875 Penalty: 3473.971191
	Iteration 43Q: 3 clusters Score -125457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -125459.179688 Penalty: 3473.971191
	Iteration 44Q: 3 clusters Score -125459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -125463.570312 Penalty: 3473.971191
	Iteration 45Q: 3 clusters Score -125463.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -125464.710938 Penalty: 3473.971191
	Iteration 46Q: 3 clusters Score -125464.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -125464.710938 Penalty: 3473.971191
	Iteration 47F: 3 clusters Score -125464.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 38540 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11616 members 
Mstep: Class 5 contains 14425 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23563 members 
Mstep: Class 8 contains 9402 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 178510 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39695 members 
Mstep: Class 15 contains 10686 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 229678 members 
Mstep: Class 18 contains 61734 members 
Mstep: Class 19 contains 20312 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10046 members 
Mstep: Class 22 contains 8337 members 
Mstep: Class 23 contains 5816 members 
Mstep: Class 24 contains 15560 members 
Mstep: Class 25 contains 449 members 
Entering Unmasked Estep 
Score: -90832288.000000 Penalty: 83590.781250
Splitting cluster 1 changes total score from -90833512.000000 to -90832288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (38540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Entering Unmasked Estep 
Score: -4925609.500000 Penalty: 2618.744141
	Iteration 0F: 2 clusters Score -4925610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -4899273.500000 Penalty: 5237.488281
	Iteration 0F: 3 clusters Score -4899274 nChanged 17675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -4909254.000000 Penalty: 5237.488281
	Iteration 1F: 3 clusters Score -4909254 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -4909951.000000 Penalty: 5237.488281
	Iteration 2Q: 3 clusters Score -4909951 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -4910699.000000 Penalty: 5237.488281
	Iteration 3Q: 3 clusters Score -4910699 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -4911492.000000 Penalty: 5237.488281
	Iteration 4Q: 3 clusters Score -4911492 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -4912246.000000 Penalty: 5237.488281
	Iteration 5Q: 3 clusters Score -4912246 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -4912963.500000 Penalty: 5237.488281
	Iteration 6Q: 3 clusters Score -4912964 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -4913632.000000 Penalty: 5237.488281
	Iteration 7Q: 3 clusters Score -4913632 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -4914170.500000 Penalty: 5237.488281
	Iteration 8Q: 3 clusters Score -4914170 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -4914614.000000 Penalty: 5237.488281
	Iteration 9Q: 3 clusters Score -4914614 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -4914951.000000 Penalty: 5237.488281
	Iteration 10Q: 3 clusters Score -4914951 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -4915283.500000 Penalty: 5237.488281
	Iteration 11Q: 3 clusters Score -4915284 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -4915616.500000 Penalty: 5237.488281
	Iteration 12Q: 3 clusters Score -4915616 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -4915926.000000 Penalty: 5237.488281
	Iteration 13Q: 3 clusters Score -4915926 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -4916256.500000 Penalty: 5237.488281
	Iteration 14Q: 3 clusters Score -4916256 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -4916631.500000 Penalty: 5237.488281
	Iteration 15Q: 3 clusters Score -4916632 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -4917034.500000 Penalty: 5237.488281
	Iteration 16Q: 3 clusters Score -4917034 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -4917434.500000 Penalty: 5237.488281
	Iteration 17Q: 3 clusters Score -4917434 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -4917792.500000 Penalty: 5237.488281
	Iteration 18Q: 3 clusters Score -4917792 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -4918117.000000 Penalty: 5237.488281
	Iteration 19Q: 3 clusters Score -4918117 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -4918491.000000 Penalty: 5237.488281
	Iteration 20F: 3 clusters Score -4918491 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -4918796.000000 Penalty: 5237.488281
	Iteration 21Q: 3 clusters Score -4918796 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -4919098.000000 Penalty: 5237.488281
	Iteration 22Q: 3 clusters Score -4919098 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -4919415.500000 Penalty: 5237.488281
	Iteration 23Q: 3 clusters Score -4919416 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -4919756.500000 Penalty: 5237.488281
	Iteration 24Q: 3 clusters Score -4919756 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -4920126.500000 Penalty: 5237.488281
	Iteration 25Q: 3 clusters Score -4920126 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -4920531.000000 Penalty: 5237.488281
	Iteration 26Q: 3 clusters Score -4920531 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -4920963.000000 Penalty: 5237.488281
	Iteration 27Q: 3 clusters Score -4920963 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -4921302.500000 Penalty: 5237.488281
	Iteration 28Q: 3 clusters Score -4921302 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -4921508.500000 Penalty: 5237.488281
	Iteration 29Q: 3 clusters Score -4921508 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -4921645.500000 Penalty: 5237.488281
	Iteration 30Q: 3 clusters Score -4921646 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -4921731.500000 Penalty: 5237.488281
	Iteration 31Q: 3 clusters Score -4921732 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -4921789.000000 Penalty: 5237.488281
	Iteration 32Q: 3 clusters Score -4921789 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -4921843.500000 Penalty: 5237.488281
	Iteration 33Q: 3 clusters Score -4921844 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -4921858.000000 Penalty: 5237.488281
	Iteration 34Q: 3 clusters Score -4921858 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -4921885.000000 Penalty: 5237.488281
	Iteration 35Q: 3 clusters Score -4921885 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -4921886.000000 Penalty: 5237.488281
	Iteration 36Q: 3 clusters Score -4921886 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -4921910.000000 Penalty: 5237.488281
	Iteration 37Q: 3 clusters Score -4921910 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -4921927.500000 Penalty: 5237.488281
	Iteration 38Q: 3 clusters Score -4921928 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -4921938.500000 Penalty: 5237.488281
	Iteration 39Q: 3 clusters Score -4921938 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -4921948.500000 Penalty: 5237.488281
	Iteration 40F: 3 clusters Score -4921948 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -4921958.500000 Penalty: 5237.488281
	Iteration 41Q: 3 clusters Score -4921958 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -4921964.000000 Penalty: 5237.488281
	Iteration 42Q: 3 clusters Score -4921964 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -4921967.000000 Penalty: 5237.488281
	Iteration 43Q: 3 clusters Score -4921967 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -4921972.500000 Penalty: 5237.488281
	Iteration 44Q: 3 clusters Score -4921972 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -4921984.000000 Penalty: 5237.488281
	Iteration 45Q: 3 clusters Score -4921984 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -4922008.500000 Penalty: 5237.488281
	Iteration 46Q: 3 clusters Score -4922008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -4922018.500000 Penalty: 5237.488281
	Iteration 47Q: 3 clusters Score -4922018 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -4922019.500000 Penalty: 5237.488281
	Iteration 48Q: 3 clusters Score -4922020 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -4922025.500000 Penalty: 5237.488281
	Iteration 49Q: 3 clusters Score -4922026 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -4922038.000000 Penalty: 5237.488281
	Iteration 50Q: 3 clusters Score -4922038 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -4922033.000000 Penalty: 5237.488281
	Iteration 51Q: 3 clusters Score -4922033 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -4922051.000000 Penalty: 5237.488281
	Iteration 52Q: 3 clusters Score -4922051 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -4922047.000000 Penalty: 5237.488281
	Iteration 53Q: 3 clusters Score -4922047 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -4922056.000000 Penalty: 5237.488281
	Iteration 54Q: 3 clusters Score -4922056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -4922057.500000 Penalty: 5237.488281
	Iteration 55Q: 3 clusters Score -4922058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -4922060.500000 Penalty: 5237.488281
	Iteration 56Q: 3 clusters Score -4922060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -4922076.000000 Penalty: 5237.488281
	Iteration 57Q: 3 clusters Score -4922076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -4922082.500000 Penalty: 5237.488281
	Iteration 58Q: 3 clusters Score -4922082 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -4922086.500000 Penalty: 5237.488281
	Iteration 59Q: 3 clusters Score -4922086 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -4922098.500000 Penalty: 5237.488281
	Iteration 60F: 3 clusters Score -4922098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -4922086.500000 Penalty: 5237.488281
	Iteration 61Q: 3 clusters Score -4922086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -4922099.500000 Penalty: 5237.488281
	Iteration 62Q: 3 clusters Score -4922100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -4922104.500000 Penalty: 5237.488281
	Iteration 63Q: 3 clusters Score -4922104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -4922111.500000 Penalty: 5237.488281
	Iteration 64Q: 3 clusters Score -4922112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -4922119.000000 Penalty: 5237.488281
	Iteration 65Q: 3 clusters Score -4922119 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -4922114.500000 Penalty: 5237.488281
	Iteration 66Q: 3 clusters Score -4922114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -4922128.000000 Penalty: 5237.488281
	Iteration 67Q: 3 clusters Score -4922128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -4922125.500000 Penalty: 5237.488281
	Iteration 68Q: 3 clusters Score -4922126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -4922132.000000 Penalty: 5237.488281
	Iteration 69Q: 3 clusters Score -4922132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -4922134.000000 Penalty: 5237.488281
	Iteration 70Q: 3 clusters Score -4922134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -4922139.500000 Penalty: 5237.488281
	Iteration 71Q: 3 clusters Score -4922140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -4922152.000000 Penalty: 5237.488281
	Iteration 72Q: 3 clusters Score -4922152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -4922150.000000 Penalty: 5237.488281
	Iteration 73Q: 3 clusters Score -4922150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -4922158.000000 Penalty: 5237.488281
	Iteration 74Q: 3 clusters Score -4922158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -4922163.500000 Penalty: 5237.488281
	Iteration 75Q: 3 clusters Score -4922164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -4922178.500000 Penalty: 5237.488281
	Iteration 76Q: 3 clusters Score -4922178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -4922186.000000 Penalty: 5237.488281
	Iteration 77Q: 3 clusters Score -4922186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4922184.500000 Penalty: 5237.488281
	Iteration 78Q: 3 clusters Score -4922184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -4922190.500000 Penalty: 5237.488281
	Iteration 79Q: 3 clusters Score -4922190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -4922192.500000 Penalty: 5237.488281
	Iteration 80F: 3 clusters Score -4922192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -4922198.000000 Penalty: 5237.488281
	Iteration 81Q: 3 clusters Score -4922198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -4922197.500000 Penalty: 5237.488281
	Iteration 82Q: 3 clusters Score -4922198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -4922200.000000 Penalty: 5237.488281
	Iteration 83Q: 3 clusters Score -4922200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -4922197.500000 Penalty: 5237.488281
	Iteration 84Q: 3 clusters Score -4922198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4922198.000000 Penalty: 5237.488281
	Iteration 85Q: 3 clusters Score -4922198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -4922206.500000 Penalty: 5237.488281
	Iteration 86Q: 3 clusters Score -4922206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -4922219.000000 Penalty: 5237.488281
	Iteration 87Q: 3 clusters Score -4922219 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -4922227.500000 Penalty: 5237.488281
	Iteration 88Q: 3 clusters Score -4922228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -4922246.500000 Penalty: 5237.488281
	Iteration 89Q: 3 clusters Score -4922246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -4922251.500000 Penalty: 5237.488281
	Iteration 90Q: 3 clusters Score -4922252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -4922259.500000 Penalty: 5237.488281
	Iteration 91Q: 3 clusters Score -4922260 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -4922252.000000 Penalty: 5237.488281
	Iteration 92Q: 3 clusters Score -4922252 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -4922282.000000 Penalty: 5237.488281
	Iteration 93Q: 3 clusters Score -4922282 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -4922299.500000 Penalty: 5237.488281
	Iteration 94Q: 3 clusters Score -4922300 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -4922313.500000 Penalty: 5237.488281
	Iteration 95Q: 3 clusters Score -4922314 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -4922318.000000 Penalty: 5237.488281
	Iteration 96Q: 3 clusters Score -4922318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4922331.000000 Penalty: 5237.488281
	Iteration 97Q: 3 clusters Score -4922331 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -4922341.000000 Penalty: 5237.488281
	Iteration 98Q: 3 clusters Score -4922341 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
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Entering Unmasked Estep 
Score: -4922359.500000 Penalty: 5237.488281
	Iteration 99Q: 3 clusters Score -4922360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -4922369.000000 Penalty: 5237.488281
	Iteration 100F: 3 clusters Score -4922369 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -4922379.500000 Penalty: 5237.488281
	Iteration 101Q: 3 clusters Score -4922380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -4922388.000000 Penalty: 5237.488281
	Iteration 102Q: 3 clusters Score -4922388 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -4922412.500000 Penalty: 5237.488281
	Iteration 103Q: 3 clusters Score -4922412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -4922432.000000 Penalty: 5237.488281
	Iteration 104Q: 3 clusters Score -4922432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -4922435.000000 Penalty: 5237.488281
	Iteration 105Q: 3 clusters Score -4922435 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -4922451.500000 Penalty: 5237.488281
	Iteration 106Q: 3 clusters Score -4922452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -4922472.500000 Penalty: 5237.488281
	Iteration 107Q: 3 clusters Score -4922472 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -4922472.500000 Penalty: 5237.488281
	Iteration 108Q: 3 clusters Score -4922472 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -4922491.500000 Penalty: 5237.488281
	Iteration 109Q: 3 clusters Score -4922492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4922508.000000 Penalty: 5237.488281
	Iteration 110Q: 3 clusters Score -4922508 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -4922531.000000 Penalty: 5237.488281
	Iteration 111Q: 3 clusters Score -4922531 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -4922534.500000 Penalty: 5237.488281
	Iteration 112Q: 3 clusters Score -4922534 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -4922544.500000 Penalty: 5237.488281
	Iteration 113Q: 3 clusters Score -4922544 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -4922549.000000 Penalty: 5237.488281
	Iteration 114Q: 3 clusters Score -4922549 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -4922578.000000 Penalty: 5237.488281
	Iteration 115Q: 3 clusters Score -4922578 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -4922608.000000 Penalty: 5237.488281
	Iteration 116Q: 3 clusters Score -4922608 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -4922633.000000 Penalty: 5237.488281
	Iteration 117Q: 3 clusters Score -4922633 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -4922675.500000 Penalty: 5237.488281
	Iteration 118Q: 3 clusters Score -4922676 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -4922712.000000 Penalty: 5237.488281
	Iteration 119Q: 3 clusters Score -4922712 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -4922740.500000 Penalty: 5237.488281
	Iteration 120F: 3 clusters Score -4922740 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -4922768.000000 Penalty: 5237.488281
	Iteration 121Q: 3 clusters Score -4922768 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -4922793.000000 Penalty: 5237.488281
	Iteration 122Q: 3 clusters Score -4922793 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -4922805.500000 Penalty: 5237.488281
	Iteration 123Q: 3 clusters Score -4922806 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -4922826.500000 Penalty: 5237.488281
	Iteration 124Q: 3 clusters Score -4922826 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -4922857.500000 Penalty: 5237.488281
	Iteration 125Q: 3 clusters Score -4922858 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -4922892.000000 Penalty: 5237.488281
	Iteration 126Q: 3 clusters Score -4922892 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -4922950.000000 Penalty: 5237.488281
	Iteration 127Q: 3 clusters Score -4922950 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -4922975.000000 Penalty: 5237.488281
	Iteration 128Q: 3 clusters Score -4922975 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -4923009.500000 Penalty: 5237.488281
	Iteration 129Q: 3 clusters Score -4923010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -4923063.000000 Penalty: 5237.488281
	Iteration 130Q: 3 clusters Score -4923063 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -4923094.000000 Penalty: 5237.488281
	Iteration 131Q: 3 clusters Score -4923094 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -4923121.000000 Penalty: 5237.488281
	Iteration 132Q: 3 clusters Score -4923121 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -4923164.000000 Penalty: 5237.488281
	Iteration 133Q: 3 clusters Score -4923164 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -4923197.000000 Penalty: 5237.488281
	Iteration 134Q: 3 clusters Score -4923197 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -4923218.500000 Penalty: 5237.488281
	Iteration 135Q: 3 clusters Score -4923218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -4923232.500000 Penalty: 5237.488281
	Iteration 136Q: 3 clusters Score -4923232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -4923256.000000 Penalty: 5237.488281
	Iteration 137Q: 3 clusters Score -4923256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -4923261.000000 Penalty: 5237.488281
	Iteration 138Q: 3 clusters Score -4923261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -4923276.000000 Penalty: 5237.488281
	Iteration 139Q: 3 clusters Score -4923276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -4923284.000000 Penalty: 5237.488281
	Iteration 140F: 3 clusters Score -4923284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -4923310.500000 Penalty: 5237.488281
	Iteration 141Q: 3 clusters Score -4923310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -4923314.000000 Penalty: 5237.488281
	Iteration 142Q: 3 clusters Score -4923314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -4923311.500000 Penalty: 5237.488281
	Iteration 143Q: 3 clusters Score -4923312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -4923320.500000 Penalty: 5237.488281
	Iteration 144Q: 3 clusters Score -4923320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -4923321.000000 Penalty: 5237.488281
	Iteration 145Q: 3 clusters Score -4923321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -4923334.500000 Penalty: 5237.488281
	Iteration 146Q: 3 clusters Score -4923334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -4923351.500000 Penalty: 5237.488281
	Iteration 147Q: 3 clusters Score -4923352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -4923363.000000 Penalty: 5237.488281
	Iteration 148Q: 3 clusters Score -4923363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -4923369.000000 Penalty: 5237.488281
	Iteration 149Q: 3 clusters Score -4923369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -4923372.500000 Penalty: 5237.488281
	Iteration 150Q: 3 clusters Score -4923372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -4923377.000000 Penalty: 5237.488281
	Iteration 151Q: 3 clusters Score -4923377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -4923380.500000 Penalty: 5237.488281
	Iteration 152Q: 3 clusters Score -4923380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -4923379.500000 Penalty: 5237.488281
	Iteration 153Q: 3 clusters Score -4923380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -4923388.500000 Penalty: 5237.488281
	Iteration 154Q: 3 clusters Score -4923388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -4923388.000000 Penalty: 5237.488281
	Iteration 155Q: 3 clusters Score -4923388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -4923387.000000 Penalty: 5237.488281
	Iteration 156Q: 3 clusters Score -4923387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -4923387.000000 Penalty: 5237.488281
	Iteration 157F: 3 clusters Score -4923387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Entering Unmasked Estep 
Score: -573433.375000 Penalty: 2090.396240
	Iteration 0F: 2 clusters Score -573433.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -569208.000000 Penalty: 4180.792480
	Iteration 0F: 3 clusters Score -569208 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -570235.250000 Penalty: 4180.792480
	Iteration 1F: 3 clusters Score -570235.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -570446.062500 Penalty: 4180.792480
	Iteration 2F: 3 clusters Score -570446.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -570573.562500 Penalty: 4180.792480
	Iteration 3Q: 3 clusters Score -570573.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -570652.562500 Penalty: 4180.792480
	Iteration 4Q: 3 clusters Score -570652.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -570729.437500 Penalty: 4180.792480
	Iteration 5Q: 3 clusters Score -570729.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -570791.312500 Penalty: 4180.792480
	Iteration 6Q: 3 clusters Score -570791.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -570824.187500 Penalty: 4180.792480
	Iteration 7Q: 3 clusters Score -570824.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -570851.750000 Penalty: 4180.792480
	Iteration 8Q: 3 clusters Score -570851.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -570886.062500 Penalty: 4180.792480
	Iteration 9Q: 3 clusters Score -570886.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -570929.187500 Penalty: 4180.792480
	Iteration 10Q: 3 clusters Score -570929.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -570962.500000 Penalty: 4180.792480
	Iteration 11Q: 3 clusters Score -570962.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -570993.875000 Penalty: 4180.792480
	Iteration 12Q: 3 clusters Score -570993.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -571028.937500 Penalty: 4180.792480
	Iteration 13Q: 3 clusters Score -571028.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -571062.375000 Penalty: 4180.792480
	Iteration 14Q: 3 clusters Score -571062.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -571110.937500 Penalty: 4180.792480
	Iteration 15Q: 3 clusters Score -571110.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -571174.750000 Penalty: 4180.792480
	Iteration 16Q: 3 clusters Score -571174.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -571252.375000 Penalty: 4180.792480
	Iteration 17Q: 3 clusters Score -571252.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -571345.250000 Penalty: 4180.792480
	Iteration 18Q: 3 clusters Score -571345.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -571449.500000 Penalty: 4180.792480
	Iteration 19Q: 3 clusters Score -571449.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -571579.750000 Penalty: 4180.792480
	Iteration 20F: 3 clusters Score -571579.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -571747.500000 Penalty: 4180.792480
	Iteration 21Q: 3 clusters Score -571747.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -571965.500000 Penalty: 4180.792480
	Iteration 22Q: 3 clusters Score -571965.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -572309.000000 Penalty: 4180.792480
	Iteration 23Q: 3 clusters Score -572309 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -572901.125000 Penalty: 4180.792480
	Iteration 24Q: 3 clusters Score -572901.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -573784.875000 Penalty: 4180.792480
	Iteration 25F: 3 clusters Score -573784.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -574344.562500 Penalty: 4180.792480
	Iteration 26Q: 3 clusters Score -574344.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -574455.937500 Penalty: 4180.792480
	Iteration 27Q: 3 clusters Score -574455.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -574508.000000 Penalty: 4180.792480
	Iteration 28Q: 3 clusters Score -574508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -574533.500000 Penalty: 4180.792480
	Iteration 29Q: 3 clusters Score -574533.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -574550.375000 Penalty: 4180.792480
	Iteration 30Q: 3 clusters Score -574550.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -574563.375000 Penalty: 4180.792480
	Iteration 31Q: 3 clusters Score -574563.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -574570.875000 Penalty: 4180.792480
	Iteration 32Q: 3 clusters Score -574570.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -574575.625000 Penalty: 4180.792480
	Iteration 33Q: 3 clusters Score -574575.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -574578.375000 Penalty: 4180.792480
	Iteration 34Q: 3 clusters Score -574578.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -574583.000000 Penalty: 4180.792480
	Iteration 35Q: 3 clusters Score -574583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -574586.500000 Penalty: 4180.792480
	Iteration 36Q: 3 clusters Score -574586.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -574590.062500 Penalty: 4180.792480
	Iteration 37Q: 3 clusters Score -574590.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -574591.250000 Penalty: 4180.792480
	Iteration 38Q: 3 clusters Score -574591.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -574592.625000 Penalty: 4180.792480
	Iteration 39Q: 3 clusters Score -574592.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -574594.250000 Penalty: 4180.792480
	Iteration 40F: 3 clusters Score -574594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -574594.312500 Penalty: 4180.792480
	Iteration 41Q: 3 clusters Score -574594.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -574594.812500 Penalty: 4180.792480
	Iteration 42Q: 3 clusters Score -574594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -574594.812500 Penalty: 4180.792480
	Iteration 43F: 3 clusters Score -574594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38540 members 
Mstep: Class 3 contains 2358 members 
Mstep: Class 4 contains 11616 members 
Mstep: Class 5 contains 14425 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23563 members 
Mstep: Class 8 contains 9402 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 178510 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39695 members 
Mstep: Class 15 contains 10686 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 229678 members 
Mstep: Class 18 contains 61734 members 
Mstep: Class 19 contains 20312 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10046 members 
Mstep: Class 22 contains 8337 members 
Mstep: Class 23 contains 5816 members 
Mstep: Class 24 contains 15560 members 
Mstep: Class 25 contains 2220 members 
Entering Unmasked Estep 
Score: -90833200.000000 Penalty: 83590.781250
Splitting cluster 3 changes total score from -90833512.000000 to -90833200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (11616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Entering Unmasked Estep 
Score: -1538877.375000 Penalty: 2321.314453
	Iteration 0F: 2 clusters Score -1538877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1530078.250000 Penalty: 4642.628906
	Iteration 0F: 3 clusters Score -1530078 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1532611.750000 Penalty: 4642.628906
	Iteration 1F: 3 clusters Score -1532612 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1533016.375000 Penalty: 4642.628906
	Iteration 2F: 3 clusters Score -1533016 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1533353.250000 Penalty: 4642.628906
	Iteration 3F: 3 clusters Score -1533353 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1533668.250000 Penalty: 4642.628906
	Iteration 4F: 3 clusters Score -1533668 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1533999.250000 Penalty: 4642.628906
	Iteration 5F: 3 clusters Score -1533999 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1534336.375000 Penalty: 4642.628906
	Iteration 6F: 3 clusters Score -1534336 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1534668.000000 Penalty: 4642.628906
	Iteration 7Q: 3 clusters Score -1534668 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1534991.500000 Penalty: 4642.628906
	Iteration 8Q: 3 clusters Score -1534992 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1535334.750000 Penalty: 4642.628906
	Iteration 9Q: 3 clusters Score -1535335 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1535690.000000 Penalty: 4642.628906
	Iteration 10Q: 3 clusters Score -1535690 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1536003.375000 Penalty: 4642.628906
	Iteration 11Q: 3 clusters Score -1536003 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1536263.375000 Penalty: 4642.628906
	Iteration 12Q: 3 clusters Score -1536263 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1536453.375000 Penalty: 4642.628906
	Iteration 13Q: 3 clusters Score -1536453 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1536619.000000 Penalty: 4642.628906
	Iteration 14Q: 3 clusters Score -1536619 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1536707.125000 Penalty: 4642.628906
	Iteration 15Q: 3 clusters Score -1536707 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1536768.375000 Penalty: 4642.628906
	Iteration 16Q: 3 clusters Score -1536768 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1536818.125000 Penalty: 4642.628906
	Iteration 17Q: 3 clusters Score -1536818 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1536858.375000 Penalty: 4642.628906
	Iteration 18Q: 3 clusters Score -1536858 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1536898.875000 Penalty: 4642.628906
	Iteration 19Q: 3 clusters Score -1536899 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1536928.500000 Penalty: 4642.628906
	Iteration 20F: 3 clusters Score -1536928 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1536949.250000 Penalty: 4642.628906
	Iteration 21Q: 3 clusters Score -1536949 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1536972.000000 Penalty: 4642.628906
	Iteration 22Q: 3 clusters Score -1536972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1536982.375000 Penalty: 4642.628906
	Iteration 23Q: 3 clusters Score -1536982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1537003.250000 Penalty: 4642.628906
	Iteration 24Q: 3 clusters Score -1537003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1537013.625000 Penalty: 4642.628906
	Iteration 25Q: 3 clusters Score -1537014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1537020.375000 Penalty: 4642.628906
	Iteration 26Q: 3 clusters Score -1537020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1537026.875000 Penalty: 4642.628906
	Iteration 27Q: 3 clusters Score -1537027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1537029.625000 Penalty: 4642.628906
	Iteration 28Q: 3 clusters Score -1537030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1537042.750000 Penalty: 4642.628906
	Iteration 29Q: 3 clusters Score -1537043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1537040.625000 Penalty: 4642.628906
	Iteration 30Q: 3 clusters Score -1537041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1537049.500000 Penalty: 4642.628906
	Iteration 31Q: 3 clusters Score -1537050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1537053.375000 Penalty: 4642.628906
	Iteration 32Q: 3 clusters Score -1537053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1537060.250000 Penalty: 4642.628906
	Iteration 33Q: 3 clusters Score -1537060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1537066.125000 Penalty: 4642.628906
	Iteration 34Q: 3 clusters Score -1537066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1537069.000000 Penalty: 4642.628906
	Iteration 35Q: 3 clusters Score -1537069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1537076.000000 Penalty: 4642.628906
	Iteration 36Q: 3 clusters Score -1537076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1537081.000000 Penalty: 4642.628906
	Iteration 37Q: 3 clusters Score -1537081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1537085.875000 Penalty: 4642.628906
	Iteration 38Q: 3 clusters Score -1537086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1537084.000000 Penalty: 4642.628906
	Iteration 39Q: 3 clusters Score -1537084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1537090.875000 Penalty: 4642.628906
	Iteration 40F: 3 clusters Score -1537091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1537092.000000 Penalty: 4642.628906
	Iteration 41Q: 3 clusters Score -1537092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1537097.125000 Penalty: 4642.628906
	Iteration 42Q: 3 clusters Score -1537097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1537097.750000 Penalty: 4642.628906
	Iteration 43Q: 3 clusters Score -1537098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1537096.750000 Penalty: 4642.628906
	Iteration 44Q: 3 clusters Score -1537097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1537096.375000 Penalty: 4642.628906
	Iteration 45Q: 3 clusters Score -1537096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1537100.250000 Penalty: 4642.628906
	Iteration 46Q: 3 clusters Score -1537100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1537104.875000 Penalty: 4642.628906
	Iteration 47Q: 3 clusters Score -1537105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1537106.125000 Penalty: 4642.628906
	Iteration 48Q: 3 clusters Score -1537106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1537109.375000 Penalty: 4642.628906
	Iteration 49Q: 3 clusters Score -1537109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1537107.125000 Penalty: 4642.628906
	Iteration 50Q: 3 clusters Score -1537107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1537108.375000 Penalty: 4642.628906
	Iteration 51Q: 3 clusters Score -1537108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1537108.875000 Penalty: 4642.628906
	Iteration 52Q: 3 clusters Score -1537109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1537108.875000 Penalty: 4642.628906
	Iteration 53F: 3 clusters Score -1537109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Entering Unmasked Estep 
Score: -1880237.875000 Penalty: 2375.026123
	Iteration 0F: 2 clusters Score -1880238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1869710.250000 Penalty: 4750.052246
	Iteration 0F: 3 clusters Score -1869710 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1873035.125000 Penalty: 4750.052246
	Iteration 1F: 3 clusters Score -1873035 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1873411.750000 Penalty: 4750.052246
	Iteration 2F: 3 clusters Score -1873412 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1873748.125000 Penalty: 4750.052246
	Iteration 3F: 3 clusters Score -1873748 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1874083.000000 Penalty: 4750.052246
	Iteration 4Q: 3 clusters Score -1874083 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1874422.750000 Penalty: 4750.052246
	Iteration 5Q: 3 clusters Score -1874423 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1874773.625000 Penalty: 4750.052246
	Iteration 6Q: 3 clusters Score -1874774 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1875137.000000 Penalty: 4750.052246
	Iteration 7Q: 3 clusters Score -1875137 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1875551.625000 Penalty: 4750.052246
	Iteration 8Q: 3 clusters Score -1875552 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1876041.250000 Penalty: 4750.052246
	Iteration 9F: 3 clusters Score -1876041 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1876560.500000 Penalty: 4750.052246
	Iteration 10Q: 3 clusters Score -1876560 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1877074.625000 Penalty: 4750.052246
	Iteration 11Q: 3 clusters Score -1877075 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1877530.750000 Penalty: 4750.052246
	Iteration 12Q: 3 clusters Score -1877531 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1877851.375000 Penalty: 4750.052246
	Iteration 13Q: 3 clusters Score -1877851 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1878094.375000 Penalty: 4750.052246
	Iteration 14Q: 3 clusters Score -1878094 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1878247.250000 Penalty: 4750.052246
	Iteration 15Q: 3 clusters Score -1878247 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1878345.500000 Penalty: 4750.052246
	Iteration 16Q: 3 clusters Score -1878346 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1878402.000000 Penalty: 4750.052246
	Iteration 17Q: 3 clusters Score -1878402 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1878444.125000 Penalty: 4750.052246
	Iteration 18Q: 3 clusters Score -1878444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1878483.125000 Penalty: 4750.052246
	Iteration 19Q: 3 clusters Score -1878483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1878500.125000 Penalty: 4750.052246
	Iteration 20F: 3 clusters Score -1878500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1878511.875000 Penalty: 4750.052246
	Iteration 21Q: 3 clusters Score -1878512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1878515.750000 Penalty: 4750.052246
	Iteration 22Q: 3 clusters Score -1878516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1878515.250000 Penalty: 4750.052246
	Iteration 23Q: 3 clusters Score -1878515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1878522.125000 Penalty: 4750.052246
	Iteration 24Q: 3 clusters Score -1878522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1878529.125000 Penalty: 4750.052246
	Iteration 25Q: 3 clusters Score -1878529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1878533.000000 Penalty: 4750.052246
	Iteration 26Q: 3 clusters Score -1878533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1878541.375000 Penalty: 4750.052246
	Iteration 27Q: 3 clusters Score -1878541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1878544.000000 Penalty: 4750.052246
	Iteration 28Q: 3 clusters Score -1878544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1878546.750000 Penalty: 4750.052246
	Iteration 29Q: 3 clusters Score -1878547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1878547.750000 Penalty: 4750.052246
	Iteration 30Q: 3 clusters Score -1878548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1878549.375000 Penalty: 4750.052246
	Iteration 31Q: 3 clusters Score -1878549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1878552.500000 Penalty: 4750.052246
	Iteration 32Q: 3 clusters Score -1878552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1878553.250000 Penalty: 4750.052246
	Iteration 33Q: 3 clusters Score -1878553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1878552.125000 Penalty: 4750.052246
	Iteration 34Q: 3 clusters Score -1878552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1878555.500000 Penalty: 4750.052246
	Iteration 35Q: 3 clusters Score -1878556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1878556.625000 Penalty: 4750.052246
	Iteration 36Q: 3 clusters Score -1878557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1878556.625000 Penalty: 4750.052246
	Iteration 37F: 3 clusters Score -1878557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -147057.265625 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -147057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -144926.296875 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -144926.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -146162.125000 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -146162.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -147549.406250 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -147549.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -148278.234375 Penalty: 3584.560303
	Iteration 3F: 3 clusters Score -148278.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -148432.687500 Penalty: 3584.560303
	Iteration 4Q: 3 clusters Score -148432.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -148497.218750 Penalty: 3584.560303
	Iteration 5Q: 3 clusters Score -148497.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -148516.734375 Penalty: 3584.560303
	Iteration 6Q: 3 clusters Score -148516.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -148524.953125 Penalty: 3584.560303
	Iteration 7Q: 3 clusters Score -148525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -148525.765625 Penalty: 3584.560303
	Iteration 8Q: 3 clusters Score -148525.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -148526.640625 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -148526.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -148529.296875 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -148529.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -148530.515625 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -148530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -148533.250000 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -148533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -148533.937500 Penalty: 3584.560303
	Iteration 13Q: 3 clusters Score -148533.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -148533.937500 Penalty: 3584.560303
	Iteration 14F: 3 clusters Score -148533.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38540 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11616 members 
Mstep: Class 5 contains 14425 members 
Mstep: Class 6 contains 924 members 
Mstep: Class 7 contains 23563 members 
Mstep: Class 8 contains 9402 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 178510 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39695 members 
Mstep: Class 15 contains 10686 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 229678 members 
Mstep: Class 18 contains 61734 members 
Mstep: Class 19 contains 20312 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10046 members 
Mstep: Class 22 contains 8337 members 
Mstep: Class 23 contains 5816 members 
Mstep: Class 24 contains 15560 members 
Mstep: Class 25 contains 452 members 
Entering Unmasked Estep 
Score: -90833288.000000 Penalty: 83590.781250
Splitting cluster 6 changes total score from -90833512.000000 to -90833288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (23563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Entering Unmasked Estep 
Score: -2815410.250000 Penalty: 2496.723389
	Iteration 0F: 2 clusters Score -2815410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2798995.000000 Penalty: 4993.446777
	Iteration 0F: 3 clusters Score -2798995 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2804572.000000 Penalty: 4993.446777
	Iteration 1F: 3 clusters Score -2804572 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2805086.500000 Penalty: 4993.446777
	Iteration 2F: 3 clusters Score -2805086 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2805624.250000 Penalty: 4993.446777
	Iteration 3F: 3 clusters Score -2805624 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2806248.250000 Penalty: 4993.446777
	Iteration 4F: 3 clusters Score -2806248 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2807019.750000 Penalty: 4993.446777
	Iteration 5F: 3 clusters Score -2807020 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2807983.250000 Penalty: 4993.446777
	Iteration 6F: 3 clusters Score -2807983 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2809165.500000 Penalty: 4993.446777
	Iteration 7F: 3 clusters Score -2809166 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2810370.500000 Penalty: 4993.446777
	Iteration 8F: 3 clusters Score -2810370 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2811408.500000 Penalty: 4993.446777
	Iteration 9F: 3 clusters Score -2811408 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2812180.250000 Penalty: 4993.446777
	Iteration 10Q: 3 clusters Score -2812180 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -2812661.500000 Penalty: 4993.446777
	Iteration 11Q: 3 clusters Score -2812662 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2812944.750000 Penalty: 4993.446777
	Iteration 12Q: 3 clusters Score -2812945 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2813125.500000 Penalty: 4993.446777
	Iteration 13Q: 3 clusters Score -2813126 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2813234.000000 Penalty: 4993.446777
	Iteration 14Q: 3 clusters Score -2813234 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2813301.000000 Penalty: 4993.446777
	Iteration 15Q: 3 clusters Score -2813301 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -2813354.250000 Penalty: 4993.446777
	Iteration 16Q: 3 clusters Score -2813354 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -2813394.000000 Penalty: 4993.446777
	Iteration 17Q: 3 clusters Score -2813394 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -2813430.000000 Penalty: 4993.446777
	Iteration 18Q: 3 clusters Score -2813430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -2813451.500000 Penalty: 4993.446777
	Iteration 19Q: 3 clusters Score -2813452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -2813466.250000 Penalty: 4993.446777
	Iteration 20F: 3 clusters Score -2813466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -2813487.500000 Penalty: 4993.446777
	Iteration 21Q: 3 clusters Score -2813488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -2813495.000000 Penalty: 4993.446777
	Iteration 22Q: 3 clusters Score -2813495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -2813503.750000 Penalty: 4993.446777
	Iteration 23Q: 3 clusters Score -2813504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -2813516.000000 Penalty: 4993.446777
	Iteration 24Q: 3 clusters Score -2813516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -2813520.500000 Penalty: 4993.446777
	Iteration 25Q: 3 clusters Score -2813520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -2813525.000000 Penalty: 4993.446777
	Iteration 26Q: 3 clusters Score -2813525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -2813528.250000 Penalty: 4993.446777
	Iteration 27Q: 3 clusters Score -2813528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -2813535.500000 Penalty: 4993.446777
	Iteration 28Q: 3 clusters Score -2813536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -2813538.000000 Penalty: 4993.446777
	Iteration 29Q: 3 clusters Score -2813538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -2813544.000000 Penalty: 4993.446777
	Iteration 30Q: 3 clusters Score -2813544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -2813545.500000 Penalty: 4993.446777
	Iteration 31Q: 3 clusters Score -2813546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -2813562.250000 Penalty: 4993.446777
	Iteration 32Q: 3 clusters Score -2813562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -2813569.000000 Penalty: 4993.446777
	Iteration 33Q: 3 clusters Score -2813569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -2813574.250000 Penalty: 4993.446777
	Iteration 34Q: 3 clusters Score -2813574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -2813571.500000 Penalty: 4993.446777
	Iteration 35Q: 3 clusters Score -2813572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2813569.750000 Penalty: 4993.446777
	Iteration 36Q: 3 clusters Score -2813570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2813570.000000 Penalty: 4993.446777
	Iteration 37Q: 3 clusters Score -2813570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2813570.000000 Penalty: 4993.446777
	Iteration 38F: 3 clusters Score -2813570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Entering Unmasked Estep 
Score: -1246309.125000 Penalty: 2268.872070
	Iteration 0F: 2 clusters Score -1246309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1238938.125000 Penalty: 4537.744141
	Iteration 0F: 3 clusters Score -1238938 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1241020.750000 Penalty: 4537.744141
	Iteration 1F: 3 clusters Score -1241021 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1241320.500000 Penalty: 4537.744141
	Iteration 2F: 3 clusters Score -1241320 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1241494.875000 Penalty: 4537.744141
	Iteration 3Q: 3 clusters Score -1241495 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1241611.500000 Penalty: 4537.744141
	Iteration 4Q: 3 clusters Score -1241612 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1241696.375000 Penalty: 4537.744141
	Iteration 5Q: 3 clusters Score -1241696 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1241775.000000 Penalty: 4537.744141
	Iteration 6Q: 3 clusters Score -1241775 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1241837.000000 Penalty: 4537.744141
	Iteration 7Q: 3 clusters Score -1241837 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1241891.125000 Penalty: 4537.744141
	Iteration 8Q: 3 clusters Score -1241891 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1241943.500000 Penalty: 4537.744141
	Iteration 9Q: 3 clusters Score -1241944 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1241989.750000 Penalty: 4537.744141
	Iteration 10Q: 3 clusters Score -1241990 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1242027.875000 Penalty: 4537.744141
	Iteration 11Q: 3 clusters Score -1242028 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1242074.000000 Penalty: 4537.744141
	Iteration 12Q: 3 clusters Score -1242074 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1242112.000000 Penalty: 4537.744141
	Iteration 13Q: 3 clusters Score -1242112 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1242149.000000 Penalty: 4537.744141
	Iteration 14Q: 3 clusters Score -1242149 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1242204.250000 Penalty: 4537.744141
	Iteration 15Q: 3 clusters Score -1242204 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1242260.500000 Penalty: 4537.744141
	Iteration 16Q: 3 clusters Score -1242260 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1242331.875000 Penalty: 4537.744141
	Iteration 17Q: 3 clusters Score -1242332 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1242413.375000 Penalty: 4537.744141
	Iteration 18Q: 3 clusters Score -1242413 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1242501.125000 Penalty: 4537.744141
	Iteration 19Q: 3 clusters Score -1242501 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1242589.000000 Penalty: 4537.744141
	Iteration 20F: 3 clusters Score -1242589 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1242691.875000 Penalty: 4537.744141
	Iteration 21Q: 3 clusters Score -1242692 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1242795.000000 Penalty: 4537.744141
	Iteration 22Q: 3 clusters Score -1242795 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1242917.750000 Penalty: 4537.744141
	Iteration 23Q: 3 clusters Score -1242918 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1243051.875000 Penalty: 4537.744141
	Iteration 24Q: 3 clusters Score -1243052 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1243164.875000 Penalty: 4537.744141
	Iteration 25Q: 3 clusters Score -1243165 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1243282.125000 Penalty: 4537.744141
	Iteration 26Q: 3 clusters Score -1243282 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1243417.000000 Penalty: 4537.744141
	Iteration 27Q: 3 clusters Score -1243417 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1243555.500000 Penalty: 4537.744141
	Iteration 28Q: 3 clusters Score -1243556 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1243668.375000 Penalty: 4537.744141
	Iteration 29Q: 3 clusters Score -1243668 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1243769.750000 Penalty: 4537.744141
	Iteration 30Q: 3 clusters Score -1243770 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1243856.750000 Penalty: 4537.744141
	Iteration 31Q: 3 clusters Score -1243857 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1243941.500000 Penalty: 4537.744141
	Iteration 32Q: 3 clusters Score -1243942 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1244010.625000 Penalty: 4537.744141
	Iteration 33Q: 3 clusters Score -1244011 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1244070.375000 Penalty: 4537.744141
	Iteration 34Q: 3 clusters Score -1244070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1244116.375000 Penalty: 4537.744141
	Iteration 35Q: 3 clusters Score -1244116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1244163.000000 Penalty: 4537.744141
	Iteration 36Q: 3 clusters Score -1244163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1244185.000000 Penalty: 4537.744141
	Iteration 37Q: 3 clusters Score -1244185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1244196.375000 Penalty: 4537.744141
	Iteration 38Q: 3 clusters Score -1244196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1244209.625000 Penalty: 4537.744141
	Iteration 39Q: 3 clusters Score -1244210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1244225.250000 Penalty: 4537.744141
	Iteration 40F: 3 clusters Score -1244225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1244237.750000 Penalty: 4537.744141
	Iteration 41Q: 3 clusters Score -1244238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1244247.500000 Penalty: 4537.744141
	Iteration 42Q: 3 clusters Score -1244248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1244258.625000 Penalty: 4537.744141
	Iteration 43Q: 3 clusters Score -1244259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1244261.875000 Penalty: 4537.744141
	Iteration 44Q: 3 clusters Score -1244262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1244271.250000 Penalty: 4537.744141
	Iteration 45Q: 3 clusters Score -1244271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1244277.125000 Penalty: 4537.744141
	Iteration 46Q: 3 clusters Score -1244277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1244282.375000 Penalty: 4537.744141
	Iteration 47Q: 3 clusters Score -1244282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1244283.125000 Penalty: 4537.744141
	Iteration 48Q: 3 clusters Score -1244283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1244284.750000 Penalty: 4537.744141
	Iteration 49Q: 3 clusters Score -1244285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1244284.375000 Penalty: 4537.744141
	Iteration 50Q: 3 clusters Score -1244284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1244287.250000 Penalty: 4537.744141
	Iteration 51Q: 3 clusters Score -1244287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1244290.625000 Penalty: 4537.744141
	Iteration 52Q: 3 clusters Score -1244291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1244288.000000 Penalty: 4537.744141
	Iteration 53Q: 3 clusters Score -1244288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1244288.000000 Penalty: 4537.744141
	Iteration 54F: 3 clusters Score -1244288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Entering Unmasked Estep 
Score: -722687.812500 Penalty: 2136.036133
	Iteration 0F: 2 clusters Score -722687.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -717862.937500 Penalty: 4272.072266
	Iteration 0F: 3 clusters Score -717862.9 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -718986.750000 Penalty: 4272.072266
	Iteration 1F: 3 clusters Score -718986.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -719163.875000 Penalty: 4272.072266
	Iteration 2F: 3 clusters Score -719163.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -719283.937500 Penalty: 4272.072266
	Iteration 3Q: 3 clusters Score -719283.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -719374.750000 Penalty: 4272.072266
	Iteration 4Q: 3 clusters Score -719374.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -719433.937500 Penalty: 4272.072266
	Iteration 5Q: 3 clusters Score -719433.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -719470.750000 Penalty: 4272.072266
	Iteration 6Q: 3 clusters Score -719470.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -719497.875000 Penalty: 4272.072266
	Iteration 7Q: 3 clusters Score -719497.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -719520.562500 Penalty: 4272.072266
	Iteration 8Q: 3 clusters Score -719520.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -719538.312500 Penalty: 4272.072266
	Iteration 9Q: 3 clusters Score -719538.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -719551.687500 Penalty: 4272.072266
	Iteration 10Q: 3 clusters Score -719551.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -719565.750000 Penalty: 4272.072266
	Iteration 11Q: 3 clusters Score -719565.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -719574.875000 Penalty: 4272.072266
	Iteration 12Q: 3 clusters Score -719574.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -719579.125000 Penalty: 4272.072266
	Iteration 13Q: 3 clusters Score -719579.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -719584.937500 Penalty: 4272.072266
	Iteration 14Q: 3 clusters Score -719584.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -719589.625000 Penalty: 4272.072266
	Iteration 15Q: 3 clusters Score -719589.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -719596.187500 Penalty: 4272.072266
	Iteration 16Q: 3 clusters Score -719596.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -719599.625000 Penalty: 4272.072266
	Iteration 17Q: 3 clusters Score -719599.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -719603.937500 Penalty: 4272.072266
	Iteration 18Q: 3 clusters Score -719603.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -719606.312500 Penalty: 4272.072266
	Iteration 19Q: 3 clusters Score -719606.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -719608.750000 Penalty: 4272.072266
	Iteration 20F: 3 clusters Score -719608.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -719615.250000 Penalty: 4272.072266
	Iteration 21Q: 3 clusters Score -719615.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -719616.250000 Penalty: 4272.072266
	Iteration 22Q: 3 clusters Score -719616.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -719621.062500 Penalty: 4272.072266
	Iteration 23Q: 3 clusters Score -719621.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -719625.312500 Penalty: 4272.072266
	Iteration 24Q: 3 clusters Score -719625.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -719630.812500 Penalty: 4272.072266
	Iteration 25Q: 3 clusters Score -719630.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -719634.625000 Penalty: 4272.072266
	Iteration 26Q: 3 clusters Score -719634.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -719641.500000 Penalty: 4272.072266
	Iteration 27Q: 3 clusters Score -719641.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -719650.312500 Penalty: 4272.072266
	Iteration 28Q: 3 clusters Score -719650.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -719655.000000 Penalty: 4272.072266
	Iteration 29Q: 3 clusters Score -719655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -719658.625000 Penalty: 4272.072266
	Iteration 30Q: 3 clusters Score -719658.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -719665.812500 Penalty: 4272.072266
	Iteration 31Q: 3 clusters Score -719665.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -719671.937500 Penalty: 4272.072266
	Iteration 32Q: 3 clusters Score -719671.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -719680.437500 Penalty: 4272.072266
	Iteration 33Q: 3 clusters Score -719680.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -719690.562500 Penalty: 4272.072266
	Iteration 34Q: 3 clusters Score -719690.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -719696.000000 Penalty: 4272.072266
	Iteration 35Q: 3 clusters Score -719696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -719703.062500 Penalty: 4272.072266
	Iteration 36Q: 3 clusters Score -719703.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -719710.375000 Penalty: 4272.072266
	Iteration 37Q: 3 clusters Score -719710.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -719716.000000 Penalty: 4272.072266
	Iteration 38Q: 3 clusters Score -719716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -719722.937500 Penalty: 4272.072266
	Iteration 39Q: 3 clusters Score -719722.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -719730.187500 Penalty: 4272.072266
	Iteration 40F: 3 clusters Score -719730.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -719733.125000 Penalty: 4272.072266
	Iteration 41Q: 3 clusters Score -719733.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -719737.937500 Penalty: 4272.072266
	Iteration 42Q: 3 clusters Score -719737.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -719743.312500 Penalty: 4272.072266
	Iteration 43Q: 3 clusters Score -719743.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -719745.000000 Penalty: 4272.072266
	Iteration 44Q: 3 clusters Score -719745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -719747.250000 Penalty: 4272.072266
	Iteration 45Q: 3 clusters Score -719747.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -719750.562500 Penalty: 4272.072266
	Iteration 46Q: 3 clusters Score -719750.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -719755.750000 Penalty: 4272.072266
	Iteration 47Q: 3 clusters Score -719755.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -719762.375000 Penalty: 4272.072266
	Iteration 48Q: 3 clusters Score -719762.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -719771.125000 Penalty: 4272.072266
	Iteration 49Q: 3 clusters Score -719771.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -719779.562500 Penalty: 4272.072266
	Iteration 50Q: 3 clusters Score -719779.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -719788.375000 Penalty: 4272.072266
	Iteration 51Q: 3 clusters Score -719788.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -719795.312500 Penalty: 4272.072266
	Iteration 52Q: 3 clusters Score -719795.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -719805.250000 Penalty: 4272.072266
	Iteration 53Q: 3 clusters Score -719805.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -719814.375000 Penalty: 4272.072266
	Iteration 54Q: 3 clusters Score -719814.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -719822.250000 Penalty: 4272.072266
	Iteration 55Q: 3 clusters Score -719822.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -719831.312500 Penalty: 4272.072266
	Iteration 56Q: 3 clusters Score -719831.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -719843.562500 Penalty: 4272.072266
	Iteration 57Q: 3 clusters Score -719843.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -719857.500000 Penalty: 4272.072266
	Iteration 58Q: 3 clusters Score -719857.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -719875.187500 Penalty: 4272.072266
	Iteration 59Q: 3 clusters Score -719875.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -719894.187500 Penalty: 4272.072266
	Iteration 60F: 3 clusters Score -719894.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -719916.000000 Penalty: 4272.072266
	Iteration 61Q: 3 clusters Score -719916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -719938.312500 Penalty: 4272.072266
	Iteration 62Q: 3 clusters Score -719938.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -719967.937500 Penalty: 4272.072266
	Iteration 63Q: 3 clusters Score -719967.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -720003.437500 Penalty: 4272.072266
	Iteration 64Q: 3 clusters Score -720003.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -720039.312500 Penalty: 4272.072266
	Iteration 65Q: 3 clusters Score -720039.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -720079.062500 Penalty: 4272.072266
	Iteration 66Q: 3 clusters Score -720079.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -720116.000000 Penalty: 4272.072266
	Iteration 67Q: 3 clusters Score -720116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -720145.125000 Penalty: 4272.072266
	Iteration 68Q: 3 clusters Score -720145.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -720179.687500 Penalty: 4272.072266
	Iteration 69Q: 3 clusters Score -720179.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -720217.062500 Penalty: 4272.072266
	Iteration 70Q: 3 clusters Score -720217.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -720268.812500 Penalty: 4272.072266
	Iteration 71Q: 3 clusters Score -720268.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -720325.562500 Penalty: 4272.072266
	Iteration 72Q: 3 clusters Score -720325.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -720378.437500 Penalty: 4272.072266
	Iteration 73Q: 3 clusters Score -720378.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -720420.312500 Penalty: 4272.072266
	Iteration 74Q: 3 clusters Score -720420.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -720461.250000 Penalty: 4272.072266
	Iteration 75Q: 3 clusters Score -720461.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -720497.125000 Penalty: 4272.072266
	Iteration 76Q: 3 clusters Score -720497.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -720534.312500 Penalty: 4272.072266
	Iteration 77Q: 3 clusters Score -720534.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -720576.062500 Penalty: 4272.072266
	Iteration 78Q: 3 clusters Score -720576.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -720602.812500 Penalty: 4272.072266
	Iteration 79Q: 3 clusters Score -720602.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -720632.562500 Penalty: 4272.072266
	Iteration 80F: 3 clusters Score -720632.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -720662.062500 Penalty: 4272.072266
	Iteration 81Q: 3 clusters Score -720662.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -720681.375000 Penalty: 4272.072266
	Iteration 82Q: 3 clusters Score -720681.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -720695.750000 Penalty: 4272.072266
	Iteration 83Q: 3 clusters Score -720695.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -720704.437500 Penalty: 4272.072266
	Iteration 84Q: 3 clusters Score -720704.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -720715.937500 Penalty: 4272.072266
	Iteration 85Q: 3 clusters Score -720715.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -720728.062500 Penalty: 4272.072266
	Iteration 86Q: 3 clusters Score -720728.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -720738.062500 Penalty: 4272.072266
	Iteration 87Q: 3 clusters Score -720738.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -720749.625000 Penalty: 4272.072266
	Iteration 88Q: 3 clusters Score -720749.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -720753.250000 Penalty: 4272.072266
	Iteration 89Q: 3 clusters Score -720753.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -720759.062500 Penalty: 4272.072266
	Iteration 90Q: 3 clusters Score -720759.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -720763.750000 Penalty: 4272.072266
	Iteration 91Q: 3 clusters Score -720763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -720764.750000 Penalty: 4272.072266
	Iteration 92Q: 3 clusters Score -720764.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -720765.062500 Penalty: 4272.072266
	Iteration 93Q: 3 clusters Score -720765.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -720766.250000 Penalty: 4272.072266
	Iteration 94Q: 3 clusters Score -720766.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -720766.250000 Penalty: 4272.072266
	Iteration 95F: 3 clusters Score -720766.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Entering Unmasked Estep 
Score: -1763778.250000 Penalty: 2367.378906
	Iteration 0F: 2 clusters Score -1763778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1753516.375000 Penalty: 4734.757812
	Iteration 0F: 3 clusters Score -1753516 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1756763.750000 Penalty: 4734.757812
	Iteration 1F: 3 clusters Score -1756764 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1757150.000000 Penalty: 4734.757812
	Iteration 2F: 3 clusters Score -1757150 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1757521.875000 Penalty: 4734.757812
	Iteration 3F: 3 clusters Score -1757522 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1757914.250000 Penalty: 4734.757812
	Iteration 4Q: 3 clusters Score -1757914 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1758239.000000 Penalty: 4734.757812
	Iteration 5Q: 3 clusters Score -1758239 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1758485.125000 Penalty: 4734.757812
	Iteration 6Q: 3 clusters Score -1758485 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1758681.375000 Penalty: 4734.757812
	Iteration 7Q: 3 clusters Score -1758681 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1758870.250000 Penalty: 4734.757812
	Iteration 8Q: 3 clusters Score -1758870 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1759083.750000 Penalty: 4734.757812
	Iteration 9Q: 3 clusters Score -1759084 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1759275.875000 Penalty: 4734.757812
	Iteration 10Q: 3 clusters Score -1759276 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1759489.500000 Penalty: 4734.757812
	Iteration 11Q: 3 clusters Score -1759490 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1759671.000000 Penalty: 4734.757812
	Iteration 12Q: 3 clusters Score -1759671 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1759856.875000 Penalty: 4734.757812
	Iteration 13Q: 3 clusters Score -1759857 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1760037.250000 Penalty: 4734.757812
	Iteration 14Q: 3 clusters Score -1760037 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1760201.250000 Penalty: 4734.757812
	Iteration 15Q: 3 clusters Score -1760201 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1760367.250000 Penalty: 4734.757812
	Iteration 16Q: 3 clusters Score -1760367 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1760513.625000 Penalty: 4734.757812
	Iteration 17Q: 3 clusters Score -1760514 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1760633.625000 Penalty: 4734.757812
	Iteration 18Q: 3 clusters Score -1760634 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1760735.875000 Penalty: 4734.757812
	Iteration 19Q: 3 clusters Score -1760736 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1760824.750000 Penalty: 4734.757812
	Iteration 20F: 3 clusters Score -1760825 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1760915.625000 Penalty: 4734.757812
	Iteration 21Q: 3 clusters Score -1760916 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1760994.125000 Penalty: 4734.757812
	Iteration 22Q: 3 clusters Score -1760994 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1761096.625000 Penalty: 4734.757812
	Iteration 23Q: 3 clusters Score -1761097 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1761215.750000 Penalty: 4734.757812
	Iteration 24Q: 3 clusters Score -1761216 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1761382.875000 Penalty: 4734.757812
	Iteration 25Q: 3 clusters Score -1761383 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1761582.875000 Penalty: 4734.757812
	Iteration 26Q: 3 clusters Score -1761583 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1761809.375000 Penalty: 4734.757812
	Iteration 27Q: 3 clusters Score -1761809 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1761967.625000 Penalty: 4734.757812
	Iteration 28Q: 3 clusters Score -1761968 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1762042.875000 Penalty: 4734.757812
	Iteration 29Q: 3 clusters Score -1762043 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1762079.375000 Penalty: 4734.757812
	Iteration 30Q: 3 clusters Score -1762079 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1762097.625000 Penalty: 4734.757812
	Iteration 31Q: 3 clusters Score -1762098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1762111.875000 Penalty: 4734.757812
	Iteration 32Q: 3 clusters Score -1762112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1762122.250000 Penalty: 4734.757812
	Iteration 33Q: 3 clusters Score -1762122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1762129.500000 Penalty: 4734.757812
	Iteration 34Q: 3 clusters Score -1762130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1762137.625000 Penalty: 4734.757812
	Iteration 35Q: 3 clusters Score -1762138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1762142.750000 Penalty: 4734.757812
	Iteration 36Q: 3 clusters Score -1762143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1762147.875000 Penalty: 4734.757812
	Iteration 37Q: 3 clusters Score -1762148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1762145.625000 Penalty: 4734.757812
	Iteration 38Q: 3 clusters Score -1762146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1762149.625000 Penalty: 4734.757812
	Iteration 39Q: 3 clusters Score -1762150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1762149.500000 Penalty: 4734.757812
	Iteration 40F: 3 clusters Score -1762150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1762148.875000 Penalty: 4734.757812
	Iteration 41Q: 3 clusters Score -1762149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1762149.500000 Penalty: 4734.757812
	Iteration 42Q: 3 clusters Score -1762150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1762149.250000 Penalty: 4734.757812
	Iteration 43Q: 3 clusters Score -1762149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1762149.250000 Penalty: 4734.757812
	Iteration 44Q: 3 clusters Score -1762149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1762152.125000 Penalty: 4734.757812
	Iteration 45Q: 3 clusters Score -1762152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1762151.125000 Penalty: 4734.757812
	Iteration 46Q: 3 clusters Score -1762151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1762152.250000 Penalty: 4734.757812
	Iteration 47Q: 3 clusters Score -1762152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -1762152.250000 Penalty: 4734.757812
	Iteration 48F: 3 clusters Score -1762152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -1272279.625000 Penalty: 2287.024658
	Iteration 0F: 2 clusters Score -1272280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1264526.625000 Penalty: 4574.049316
	Iteration 0F: 3 clusters Score -1264527 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1266743.250000 Penalty: 4574.049316
	Iteration 1F: 3 clusters Score -1266743 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1267011.250000 Penalty: 4574.049316
	Iteration 2F: 3 clusters Score -1267011 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1267235.000000 Penalty: 4574.049316
	Iteration 3Q: 3 clusters Score -1267235 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1267421.875000 Penalty: 4574.049316
	Iteration 4Q: 3 clusters Score -1267422 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1267577.125000 Penalty: 4574.049316
	Iteration 5Q: 3 clusters Score -1267577 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1267762.625000 Penalty: 4574.049316
	Iteration 6Q: 3 clusters Score -1267763 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1268005.000000 Penalty: 4574.049316
	Iteration 7Q: 3 clusters Score -1268005 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1268274.000000 Penalty: 4574.049316
	Iteration 8Q: 3 clusters Score -1268274 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1268581.000000 Penalty: 4574.049316
	Iteration 9Q: 3 clusters Score -1268581 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1268863.375000 Penalty: 4574.049316
	Iteration 10Q: 3 clusters Score -1268863 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1269113.375000 Penalty: 4574.049316
	Iteration 11Q: 3 clusters Score -1269113 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1269353.500000 Penalty: 4574.049316
	Iteration 12Q: 3 clusters Score -1269354 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1269600.125000 Penalty: 4574.049316
	Iteration 13Q: 3 clusters Score -1269600 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1269808.250000 Penalty: 4574.049316
	Iteration 14Q: 3 clusters Score -1269808 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1270043.875000 Penalty: 4574.049316
	Iteration 15Q: 3 clusters Score -1270044 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1270272.625000 Penalty: 4574.049316
	Iteration 16Q: 3 clusters Score -1270273 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1270441.000000 Penalty: 4574.049316
	Iteration 17Q: 3 clusters Score -1270441 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1270572.250000 Penalty: 4574.049316
	Iteration 18Q: 3 clusters Score -1270572 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1270638.250000 Penalty: 4574.049316
	Iteration 19Q: 3 clusters Score -1270638 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1270685.500000 Penalty: 4574.049316
	Iteration 20F: 3 clusters Score -1270686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1270708.000000 Penalty: 4574.049316
	Iteration 21Q: 3 clusters Score -1270708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1270727.625000 Penalty: 4574.049316
	Iteration 22Q: 3 clusters Score -1270728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1270744.500000 Penalty: 4574.049316
	Iteration 23Q: 3 clusters Score -1270744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1270759.750000 Penalty: 4574.049316
	Iteration 24Q: 3 clusters Score -1270760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1270769.625000 Penalty: 4574.049316
	Iteration 25Q: 3 clusters Score -1270770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1270782.000000 Penalty: 4574.049316
	Iteration 26Q: 3 clusters Score -1270782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1270790.500000 Penalty: 4574.049316
	Iteration 27Q: 3 clusters Score -1270790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1270795.500000 Penalty: 4574.049316
	Iteration 28Q: 3 clusters Score -1270796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1270794.625000 Penalty: 4574.049316
	Iteration 29Q: 3 clusters Score -1270795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1270800.500000 Penalty: 4574.049316
	Iteration 30Q: 3 clusters Score -1270800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1270806.750000 Penalty: 4574.049316
	Iteration 31Q: 3 clusters Score -1270807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1270811.125000 Penalty: 4574.049316
	Iteration 32Q: 3 clusters Score -1270811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1270811.375000 Penalty: 4574.049316
	Iteration 33Q: 3 clusters Score -1270811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1270813.625000 Penalty: 4574.049316
	Iteration 34Q: 3 clusters Score -1270814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1270814.000000 Penalty: 4574.049316
	Iteration 35Q: 3 clusters Score -1270814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1270816.250000 Penalty: 4574.049316
	Iteration 36Q: 3 clusters Score -1270816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1270816.250000 Penalty: 4574.049316
	Iteration 37F: 3 clusters Score -1270816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (178510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178510 members 
Entering Unmasked Estep 
Score: -23219334.000000 Penalty: 2998.915039
	Iteration 0F: 2 clusters Score -2.321933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89146 members 
Mstep: Class 2 contains 89364 members 
Entering Unmasked Estep 
Score: -23102756.000000 Penalty: 5997.830078
	Iteration 0F: 3 clusters Score -2.310276e+07 nChanged 85791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86005 members 
Mstep: Class 2 contains 92505 members 
Entering Unmasked Estep 
Score: -23153350.000000 Penalty: 5997.830078
	Iteration 1F: 3 clusters Score -2.315335e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84129 members 
Mstep: Class 2 contains 94381 members 
Entering Unmasked Estep 
Score: -23155324.000000 Penalty: 5997.830078
	Iteration 2Q: 3 clusters Score -2.315532e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81194 members 
Mstep: Class 2 contains 97316 members 
Entering Unmasked Estep 
Score: -23158376.000000 Penalty: 5997.830078
	Iteration 3Q: 3 clusters Score -2.315838e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76719 members 
Mstep: Class 2 contains 101791 members 
Entering Unmasked Estep 
Score: -23162778.000000 Penalty: 5997.830078
	Iteration 4F: 3 clusters Score -2.316278e+07 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70524 members 
Mstep: Class 2 contains 107986 members 
Entering Unmasked Estep 
Score: -23169142.000000 Penalty: 5997.830078
	Iteration 5F: 3 clusters Score -2.316914e+07 nChanged 11938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62826 members 
Mstep: Class 2 contains 115684 members 
Entering Unmasked Estep 
Score: -23177714.000000 Penalty: 5997.830078
	Iteration 6F: 3 clusters Score -2.317771e+07 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 123773 members 
Entering Unmasked Estep 
Score: -23187640.000000 Penalty: 5997.830078
	Iteration 7F: 3 clusters Score -2.318764e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 130401 members 
Entering Unmasked Estep 
Score: -23195812.000000 Penalty: 5997.830078
	Iteration 8F: 3 clusters Score -2.319581e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 135139 members 
Entering Unmasked Estep 
Score: -23200700.000000 Penalty: 5997.830078
	Iteration 9Q: 3 clusters Score -2.32007e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 138961 members 
Entering Unmasked Estep 
Score: -23203060.000000 Penalty: 5997.830078
	Iteration 10Q: 3 clusters Score -2.320306e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 142564 members 
Entering Unmasked Estep 
Score: -23205018.000000 Penalty: 5997.830078
	Iteration 11Q: 3 clusters Score -2.320502e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 145935 members 
Entering Unmasked Estep 
Score: -23206730.000000 Penalty: 5997.830078
	Iteration 12Q: 3 clusters Score -2.320673e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 149041 members 
Entering Unmasked Estep 
Score: -23208306.000000 Penalty: 5997.830078
	Iteration 13Q: 3 clusters Score -2.320831e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 151981 members 
Entering Unmasked Estep 
Score: -23209650.000000 Penalty: 5997.830078
	Iteration 14Q: 3 clusters Score -2.320965e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 154607 members 
Entering Unmasked Estep 
Score: -23210834.000000 Penalty: 5997.830078
	Iteration 15Q: 3 clusters Score -2.321083e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 156922 members 
Entering Unmasked Estep 
Score: -23211746.000000 Penalty: 5997.830078
	Iteration 16Q: 3 clusters Score -2.321175e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 158999 members 
Entering Unmasked Estep 
Score: -23212644.000000 Penalty: 5997.830078
	Iteration 17Q: 3 clusters Score -2.321264e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 160839 members 
Entering Unmasked Estep 
Score: -23213174.000000 Penalty: 5997.830078
	Iteration 18Q: 3 clusters Score -2.321317e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 162466 members 
Entering Unmasked Estep 
Score: -23213768.000000 Penalty: 5997.830078
	Iteration 19Q: 3 clusters Score -2.321377e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 163939 members 
Entering Unmasked Estep 
Score: -23214152.000000 Penalty: 5997.830078
	Iteration 20F: 3 clusters Score -2.321415e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 165270 members 
Entering Unmasked Estep 
Score: -23214442.000000 Penalty: 5997.830078
	Iteration 21Q: 3 clusters Score -2.321444e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 166488 members 
Entering Unmasked Estep 
Score: -23214698.000000 Penalty: 5997.830078
	Iteration 22Q: 3 clusters Score -2.32147e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 167679 members 
Entering Unmasked Estep 
Score: -23214946.000000 Penalty: 5997.830078
	Iteration 23Q: 3 clusters Score -2.321495e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 168752 members 
Entering Unmasked Estep 
Score: -23215156.000000 Penalty: 5997.830078
	Iteration 24Q: 3 clusters Score -2.321516e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 169739 members 
Entering Unmasked Estep 
Score: -23215438.000000 Penalty: 5997.830078
	Iteration 25Q: 3 clusters Score -2.321544e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 170608 members 
Entering Unmasked Estep 
Score: -23215660.000000 Penalty: 5997.830078
	Iteration 26Q: 3 clusters Score -2.321566e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 171369 members 
Entering Unmasked Estep 
Score: -23215892.000000 Penalty: 5997.830078
	Iteration 27Q: 3 clusters Score -2.321589e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 172034 members 
Entering Unmasked Estep 
Score: -23216022.000000 Penalty: 5997.830078
	Iteration 28Q: 3 clusters Score -2.321602e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 172578 members 
Entering Unmasked Estep 
Score: -23216110.000000 Penalty: 5997.830078
	Iteration 29Q: 3 clusters Score -2.321611e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 173054 members 
Entering Unmasked Estep 
Score: -23216188.000000 Penalty: 5997.830078
	Iteration 30Q: 3 clusters Score -2.321619e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 173454 members 
Entering Unmasked Estep 
Score: -23216320.000000 Penalty: 5997.830078
	Iteration 31Q: 3 clusters Score -2.321632e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 173807 members 
Entering Unmasked Estep 
Score: -23216358.000000 Penalty: 5997.830078
	Iteration 32Q: 3 clusters Score -2.321636e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 174099 members 
Entering Unmasked Estep 
Score: -23216454.000000 Penalty: 5997.830078
	Iteration 33Q: 3 clusters Score -2.321645e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 174351 members 
Entering Unmasked Estep 
Score: -23216508.000000 Penalty: 5997.830078
	Iteration 34Q: 3 clusters Score -2.321651e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 174568 members 
Entering Unmasked Estep 
Score: -23216554.000000 Penalty: 5997.830078
	Iteration 35Q: 3 clusters Score -2.321655e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 174754 members 
Entering Unmasked Estep 
Score: -23216616.000000 Penalty: 5997.830078
	Iteration 36Q: 3 clusters Score -2.321662e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 174911 members 
Entering Unmasked Estep 
Score: -23216582.000000 Penalty: 5997.830078
	Iteration 37Q: 3 clusters Score -2.321658e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 175062 members 
Entering Unmasked Estep 
Score: -23216640.000000 Penalty: 5997.830078
	Iteration 38Q: 3 clusters Score -2.321664e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 175224 members 
Entering Unmasked Estep 
Score: -23216666.000000 Penalty: 5997.830078
	Iteration 39Q: 3 clusters Score -2.321667e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 175374 members 
Entering Unmasked Estep 
Score: -23216692.000000 Penalty: 5997.830078
	Iteration 40F: 3 clusters Score -2.321669e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 175505 members 
Entering Unmasked Estep 
Score: -23216744.000000 Penalty: 5997.830078
	Iteration 41Q: 3 clusters Score -2.321674e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 175623 members 
Entering Unmasked Estep 
Score: -23216820.000000 Penalty: 5997.830078
	Iteration 42Q: 3 clusters Score -2.321682e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 175724 members 
Entering Unmasked Estep 
Score: -23216828.000000 Penalty: 5997.830078
	Iteration 43Q: 3 clusters Score -2.321683e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 175817 members 
Entering Unmasked Estep 
Score: -23216876.000000 Penalty: 5997.830078
	Iteration 44Q: 3 clusters Score -2.321688e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 175902 members 
Entering Unmasked Estep 
Score: -23216898.000000 Penalty: 5997.830078
	Iteration 45Q: 3 clusters Score -2.32169e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 175984 members 
Entering Unmasked Estep 
Score: -23216908.000000 Penalty: 5997.830078
	Iteration 46Q: 3 clusters Score -2.321691e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 176055 members 
Entering Unmasked Estep 
Score: -23216912.000000 Penalty: 5997.830078
	Iteration 47Q: 3 clusters Score -2.321691e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 176124 members 
Entering Unmasked Estep 
Score: -23216908.000000 Penalty: 5997.830078
	Iteration 48Q: 3 clusters Score -2.321691e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 176171 members 
Entering Unmasked Estep 
Score: -23216952.000000 Penalty: 5997.830078
	Iteration 49Q: 3 clusters Score -2.321695e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 176216 members 
Entering Unmasked Estep 
Score: -23216970.000000 Penalty: 5997.830078
	Iteration 50Q: 3 clusters Score -2.321697e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 176257 members 
Entering Unmasked Estep 
Score: -23216972.000000 Penalty: 5997.830078
	Iteration 51Q: 3 clusters Score -2.321697e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 176293 members 
Entering Unmasked Estep 
Score: -23216952.000000 Penalty: 5997.830078
	Iteration 52Q: 3 clusters Score -2.321695e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 176335 members 
Entering Unmasked Estep 
Score: -23217004.000000 Penalty: 5997.830078
	Iteration 53Q: 3 clusters Score -2.3217e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 176381 members 
Entering Unmasked Estep 
Score: -23216978.000000 Penalty: 5997.830078
	Iteration 54Q: 3 clusters Score -2.321698e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 176415 members 
Entering Unmasked Estep 
Score: -23217006.000000 Penalty: 5997.830078
	Iteration 55Q: 3 clusters Score -2.321701e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 176443 members 
Entering Unmasked Estep 
Score: -23217012.000000 Penalty: 5997.830078
	Iteration 56Q: 3 clusters Score -2.321701e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 176481 members 
Entering Unmasked Estep 
Score: -23217030.000000 Penalty: 5997.830078
	Iteration 57Q: 3 clusters Score -2.321703e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 176511 members 
Entering Unmasked Estep 
Score: -23217044.000000 Penalty: 5997.830078
	Iteration 58Q: 3 clusters Score -2.321704e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 176540 members 
Entering Unmasked Estep 
Score: -23217046.000000 Penalty: 5997.830078
	Iteration 59Q: 3 clusters Score -2.321705e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 176570 members 
Entering Unmasked Estep 
Score: -23217036.000000 Penalty: 5997.830078
	Iteration 60F: 3 clusters Score -2.321704e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 176598 members 
Entering Unmasked Estep 
Score: -23217042.000000 Penalty: 5997.830078
	Iteration 61Q: 3 clusters Score -2.321704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 176614 members 
Entering Unmasked Estep 
Score: -23217040.000000 Penalty: 5997.830078
	Iteration 62Q: 3 clusters Score -2.321704e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 176632 members 
Entering Unmasked Estep 
Score: -23217040.000000 Penalty: 5997.830078
	Iteration 63Q: 3 clusters Score -2.321704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 176649 members 
Entering Unmasked Estep 
Score: -23217048.000000 Penalty: 5997.830078
	Iteration 64Q: 3 clusters Score -2.321705e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 176672 members 
Entering Unmasked Estep 
Score: -23217050.000000 Penalty: 5997.830078
	Iteration 65Q: 3 clusters Score -2.321705e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 176687 members 
Entering Unmasked Estep 
Score: -23217054.000000 Penalty: 5997.830078
	Iteration 66Q: 3 clusters Score -2.321705e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 176705 members 
Entering Unmasked Estep 
Score: -23217052.000000 Penalty: 5997.830078
	Iteration 67Q: 3 clusters Score -2.321705e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 176728 members 
Entering Unmasked Estep 
Score: -23217040.000000 Penalty: 5997.830078
	Iteration 68Q: 3 clusters Score -2.321704e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 176748 members 
Entering Unmasked Estep 
Score: -23217024.000000 Penalty: 5997.830078
	Iteration 69Q: 3 clusters Score -2.321702e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 176767 members 
Entering Unmasked Estep 
Score: -23217042.000000 Penalty: 5997.830078
	Iteration 70Q: 3 clusters Score -2.321704e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 176789 members 
Entering Unmasked Estep 
Score: -23217062.000000 Penalty: 5997.830078
	Iteration 71Q: 3 clusters Score -2.321706e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 176809 members 
Entering Unmasked Estep 
Score: -23217094.000000 Penalty: 5997.830078
	Iteration 72Q: 3 clusters Score -2.321709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 176831 members 
Entering Unmasked Estep 
Score: -23217092.000000 Penalty: 5997.830078
	Iteration 73Q: 3 clusters Score -2.321709e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 176851 members 
Entering Unmasked Estep 
Score: -23217082.000000 Penalty: 5997.830078
	Iteration 74Q: 3 clusters Score -2.321708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 176869 members 
Entering Unmasked Estep 
Score: -23217056.000000 Penalty: 5997.830078
	Iteration 75Q: 3 clusters Score -2.321706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 176885 members 
Entering Unmasked Estep 
Score: -23217074.000000 Penalty: 5997.830078
	Iteration 76Q: 3 clusters Score -2.321707e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 176903 members 
Entering Unmasked Estep 
Score: -23217050.000000 Penalty: 5997.830078
	Iteration 77Q: 3 clusters Score -2.321705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 176910 members 
Entering Unmasked Estep 
Score: -23217048.000000 Penalty: 5997.830078
	Iteration 78Q: 3 clusters Score -2.321705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 176916 members 
Entering Unmasked Estep 
Score: -23217050.000000 Penalty: 5997.830078
	Iteration 79Q: 3 clusters Score -2.321705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 176920 members 
Entering Unmasked Estep 
Score: -23217034.000000 Penalty: 5997.830078
	Iteration 80F: 3 clusters Score -2.321703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 176923 members 
Entering Unmasked Estep 
Score: -23217058.000000 Penalty: 5997.830078
	Iteration 81Q: 3 clusters Score -2.321706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 176927 members 
Entering Unmasked Estep 
Score: -23217038.000000 Penalty: 5997.830078
	Iteration 82Q: 3 clusters Score -2.321704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 176931 members 
Entering Unmasked Estep 
Score: -23217050.000000 Penalty: 5997.830078
	Iteration 83Q: 3 clusters Score -2.321705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 176935 members 
Entering Unmasked Estep 
Score: -23217040.000000 Penalty: 5997.830078
	Iteration 84Q: 3 clusters Score -2.321704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 176938 members 
Entering Unmasked Estep 
Score: -23217048.000000 Penalty: 5997.830078
	Iteration 85Q: 3 clusters Score -2.321705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 176942 members 
Entering Unmasked Estep 
Score: -23217054.000000 Penalty: 5997.830078
	Iteration 86Q: 3 clusters Score -2.321705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 176948 members 
Entering Unmasked Estep 
Score: -23217048.000000 Penalty: 5997.830078
	Iteration 87Q: 3 clusters Score -2.321705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 176960 members 
Entering Unmasked Estep 
Score: -23217040.000000 Penalty: 5997.830078
	Iteration 88Q: 3 clusters Score -2.321704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 176967 members 
Entering Unmasked Estep 
Score: -23217042.000000 Penalty: 5997.830078
	Iteration 89Q: 3 clusters Score -2.321704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 176972 members 
Entering Unmasked Estep 
Score: -23217042.000000 Penalty: 5997.830078
	Iteration 90Q: 3 clusters Score -2.321704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 176982 members 
Entering Unmasked Estep 
Score: -23217038.000000 Penalty: 5997.830078
	Iteration 91Q: 3 clusters Score -2.321704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 176992 members 
Entering Unmasked Estep 
Score: -23217044.000000 Penalty: 5997.830078
	Iteration 92Q: 3 clusters Score -2.321704e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 177006 members 
Entering Unmasked Estep 
Score: -23217042.000000 Penalty: 5997.830078
	Iteration 93Q: 3 clusters Score -2.321704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 177017 members 
Entering Unmasked Estep 
Score: -23217026.000000 Penalty: 5997.830078
	Iteration 94Q: 3 clusters Score -2.321703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 177022 members 
Entering Unmasked Estep 
Score: -23217034.000000 Penalty: 5997.830078
	Iteration 95Q: 3 clusters Score -2.321703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 177029 members 
Entering Unmasked Estep 
Score: -23217042.000000 Penalty: 5997.830078
	Iteration 96Q: 3 clusters Score -2.321704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 177035 members 
Entering Unmasked Estep 
Score: -23217044.000000 Penalty: 5997.830078
	Iteration 97Q: 3 clusters Score -2.321704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 177041 members 
Entering Unmasked Estep 
Score: -23217044.000000 Penalty: 5997.830078
	Iteration 98Q: 3 clusters Score -2.321704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 177044 members 
Entering Unmasked Estep 
Score: -23217054.000000 Penalty: 5997.830078
	Iteration 99Q: 3 clusters Score -2.321705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 177052 members 
Entering Unmasked Estep 
Score: -23217038.000000 Penalty: 5997.830078
	Iteration 100F: 3 clusters Score -2.321704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 177059 members 
Entering Unmasked Estep 
Score: -23217046.000000 Penalty: 5997.830078
	Iteration 101Q: 3 clusters Score -2.321705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 177065 members 
Entering Unmasked Estep 
Score: -23217058.000000 Penalty: 5997.830078
	Iteration 102Q: 3 clusters Score -2.321706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 177072 members 
Entering Unmasked Estep 
Score: -23217060.000000 Penalty: 5997.830078
	Iteration 103Q: 3 clusters Score -2.321706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 177079 members 
Entering Unmasked Estep 
Score: -23217066.000000 Penalty: 5997.830078
	Iteration 104Q: 3 clusters Score -2.321707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 177081 members 
Entering Unmasked Estep 
Score: -23217062.000000 Penalty: 5997.830078
	Iteration 105Q: 3 clusters Score -2.321706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 177081 members 
Entering Unmasked Estep 
Score: -23217062.000000 Penalty: 5997.830078
	Iteration 106F: 3 clusters Score -2.321706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -66184.406250 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -66184.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64749.144531 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -64749.14 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65110.585938 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -65110.59 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -65535.261719 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -65535.26 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -65972.773438 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -65972.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -66067.343750 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -66067.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -66099.062500 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -66099.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -66114.242188 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -66114.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -66127.562500 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -66127.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -66137.296875 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -66137.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -66144.664062 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -66144.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -66147.968750 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -66147.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -66149.421875 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -66149.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -66149.421875 Penalty: 3167.056396
	Iteration 12F: 3 clusters Score -66149.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Entering Unmasked Estep 
Score: -5177534.500000 Penalty: 2626.067139
	Iteration 0F: 2 clusters Score -5177534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -5150637.000000 Penalty: 5252.134277
	Iteration 0F: 3 clusters Score -5150637 nChanged 18114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -5160635.000000 Penalty: 5252.134277
	Iteration 1F: 3 clusters Score -5160635 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -5161200.000000 Penalty: 5252.134277
	Iteration 2Q: 3 clusters Score -5161200 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -5161832.000000 Penalty: 5252.134277
	Iteration 3Q: 3 clusters Score -5161832 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -5162419.500000 Penalty: 5252.134277
	Iteration 4Q: 3 clusters Score -5162420 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -5163058.000000 Penalty: 5252.134277
	Iteration 5Q: 3 clusters Score -5163058 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -5163834.500000 Penalty: 5252.134277
	Iteration 6Q: 3 clusters Score -5163834 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -5164713.500000 Penalty: 5252.134277
	Iteration 7Q: 3 clusters Score -5164714 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -5165619.000000 Penalty: 5252.134277
	Iteration 8Q: 3 clusters Score -5165619 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -5166529.000000 Penalty: 5252.134277
	Iteration 9Q: 3 clusters Score -5166529 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -5167446.000000 Penalty: 5252.134277
	Iteration 10Q: 3 clusters Score -5167446 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -5168474.500000 Penalty: 5252.134277
	Iteration 11Q: 3 clusters Score -5168474 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -5169541.500000 Penalty: 5252.134277
	Iteration 12Q: 3 clusters Score -5169542 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -5170453.000000 Penalty: 5252.134277
	Iteration 13Q: 3 clusters Score -5170453 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -5171383.000000 Penalty: 5252.134277
	Iteration 14Q: 3 clusters Score -5171383 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -5172212.500000 Penalty: 5252.134277
	Iteration 15Q: 3 clusters Score -5172212 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -5172834.500000 Penalty: 5252.134277
	Iteration 16Q: 3 clusters Score -5172834 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -5173358.000000 Penalty: 5252.134277
	Iteration 17Q: 3 clusters Score -5173358 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -5173767.000000 Penalty: 5252.134277
	Iteration 18Q: 3 clusters Score -5173767 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -5174091.500000 Penalty: 5252.134277
	Iteration 19Q: 3 clusters Score -5174092 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -5174328.500000 Penalty: 5252.134277
	Iteration 20F: 3 clusters Score -5174328 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -5174522.000000 Penalty: 5252.134277
	Iteration 21Q: 3 clusters Score -5174522 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -5174662.500000 Penalty: 5252.134277
	Iteration 22Q: 3 clusters Score -5174662 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -5174782.500000 Penalty: 5252.134277
	Iteration 23Q: 3 clusters Score -5174782 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -5174876.500000 Penalty: 5252.134277
	Iteration 24Q: 3 clusters Score -5174876 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -5174953.000000 Penalty: 5252.134277
	Iteration 25Q: 3 clusters Score -5174953 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -5175021.000000 Penalty: 5252.134277
	Iteration 26Q: 3 clusters Score -5175021 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -5175081.500000 Penalty: 5252.134277
	Iteration 27Q: 3 clusters Score -5175082 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -5175155.000000 Penalty: 5252.134277
	Iteration 28Q: 3 clusters Score -5175155 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -5175219.000000 Penalty: 5252.134277
	Iteration 29Q: 3 clusters Score -5175219 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -5175274.000000 Penalty: 5252.134277
	Iteration 30Q: 3 clusters Score -5175274 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -5175344.000000 Penalty: 5252.134277
	Iteration 31Q: 3 clusters Score -5175344 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -5175393.500000 Penalty: 5252.134277
	Iteration 32Q: 3 clusters Score -5175394 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -5175424.000000 Penalty: 5252.134277
	Iteration 33Q: 3 clusters Score -5175424 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -5175434.000000 Penalty: 5252.134277
	Iteration 34Q: 3 clusters Score -5175434 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -5175466.000000 Penalty: 5252.134277
	Iteration 35Q: 3 clusters Score -5175466 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -5175493.000000 Penalty: 5252.134277
	Iteration 36Q: 3 clusters Score -5175493 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -5175519.000000 Penalty: 5252.134277
	Iteration 37Q: 3 clusters Score -5175519 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -5175552.500000 Penalty: 5252.134277
	Iteration 38Q: 3 clusters Score -5175552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -5175567.000000 Penalty: 5252.134277
	Iteration 39Q: 3 clusters Score -5175567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -5175580.000000 Penalty: 5252.134277
	Iteration 40F: 3 clusters Score -5175580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -5175607.500000 Penalty: 5252.134277
	Iteration 41Q: 3 clusters Score -5175608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -5175616.500000 Penalty: 5252.134277
	Iteration 42Q: 3 clusters Score -5175616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -5175632.000000 Penalty: 5252.134277
	Iteration 43Q: 3 clusters Score -5175632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -5175653.000000 Penalty: 5252.134277
	Iteration 44Q: 3 clusters Score -5175653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -5175654.000000 Penalty: 5252.134277
	Iteration 45Q: 3 clusters Score -5175654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -5175655.000000 Penalty: 5252.134277
	Iteration 46Q: 3 clusters Score -5175655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -5175652.500000 Penalty: 5252.134277
	Iteration 47Q: 3 clusters Score -5175652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -5175663.000000 Penalty: 5252.134277
	Iteration 48Q: 3 clusters Score -5175663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -5175667.500000 Penalty: 5252.134277
	Iteration 49Q: 3 clusters Score -5175668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -5175671.000000 Penalty: 5252.134277
	Iteration 50Q: 3 clusters Score -5175671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -5175668.500000 Penalty: 5252.134277
	Iteration 51Q: 3 clusters Score -5175668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -5175673.500000 Penalty: 5252.134277
	Iteration 52Q: 3 clusters Score -5175674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -5175676.500000 Penalty: 5252.134277
	Iteration 53Q: 3 clusters Score -5175676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -5175674.500000 Penalty: 5252.134277
	Iteration 54Q: 3 clusters Score -5175674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -5175673.000000 Penalty: 5252.134277
	Iteration 55Q: 3 clusters Score -5175673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -5175675.000000 Penalty: 5252.134277
	Iteration 56Q: 3 clusters Score -5175675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -5175679.500000 Penalty: 5252.134277
	Iteration 57Q: 3 clusters Score -5175680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -5175684.500000 Penalty: 5252.134277
	Iteration 58Q: 3 clusters Score -5175684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -5175683.000000 Penalty: 5252.134277
	Iteration 59Q: 3 clusters Score -5175683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -5175683.000000 Penalty: 5252.134277
	Iteration 60F: 3 clusters Score -5175683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -5175684.000000 Penalty: 5252.134277
	Iteration 61Q: 3 clusters Score -5175684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -5175684.000000 Penalty: 5252.134277
	Iteration 62F: 3 clusters Score -5175684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Entering Unmasked Estep 
Score: -1423933.250000 Penalty: 2300.618896
	Iteration 0F: 2 clusters Score -1423933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1415826.750000 Penalty: 4601.237793
	Iteration 0F: 3 clusters Score -1415827 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1418203.125000 Penalty: 4601.237793
	Iteration 1F: 3 clusters Score -1418203 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1418476.500000 Penalty: 4601.237793
	Iteration 2F: 3 clusters Score -1418476 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1418674.500000 Penalty: 4601.237793
	Iteration 3Q: 3 clusters Score -1418674 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1418807.875000 Penalty: 4601.237793
	Iteration 4Q: 3 clusters Score -1418808 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1418895.750000 Penalty: 4601.237793
	Iteration 5Q: 3 clusters Score -1418896 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1418971.875000 Penalty: 4601.237793
	Iteration 6Q: 3 clusters Score -1418972 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1419021.750000 Penalty: 4601.237793
	Iteration 7Q: 3 clusters Score -1419022 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1419066.375000 Penalty: 4601.237793
	Iteration 8Q: 3 clusters Score -1419066 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1419114.375000 Penalty: 4601.237793
	Iteration 9Q: 3 clusters Score -1419114 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1419157.875000 Penalty: 4601.237793
	Iteration 10Q: 3 clusters Score -1419158 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1419203.125000 Penalty: 4601.237793
	Iteration 11Q: 3 clusters Score -1419203 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1419239.875000 Penalty: 4601.237793
	Iteration 12Q: 3 clusters Score -1419240 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1419289.750000 Penalty: 4601.237793
	Iteration 13Q: 3 clusters Score -1419290 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1419338.125000 Penalty: 4601.237793
	Iteration 14Q: 3 clusters Score -1419338 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1419393.750000 Penalty: 4601.237793
	Iteration 15Q: 3 clusters Score -1419394 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1419449.250000 Penalty: 4601.237793
	Iteration 16Q: 3 clusters Score -1419449 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1419520.500000 Penalty: 4601.237793
	Iteration 17Q: 3 clusters Score -1419520 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1419619.125000 Penalty: 4601.237793
	Iteration 18Q: 3 clusters Score -1419619 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1419712.625000 Penalty: 4601.237793
	Iteration 19Q: 3 clusters Score -1419713 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1419851.250000 Penalty: 4601.237793
	Iteration 20F: 3 clusters Score -1419851 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1420020.875000 Penalty: 4601.237793
	Iteration 21Q: 3 clusters Score -1420021 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1420246.500000 Penalty: 4601.237793
	Iteration 22Q: 3 clusters Score -1420246 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1420488.750000 Penalty: 4601.237793
	Iteration 23Q: 3 clusters Score -1420489 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1420794.375000 Penalty: 4601.237793
	Iteration 24Q: 3 clusters Score -1420794 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1421116.250000 Penalty: 4601.237793
	Iteration 25Q: 3 clusters Score -1421116 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1421375.000000 Penalty: 4601.237793
	Iteration 26Q: 3 clusters Score -1421375 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1421557.250000 Penalty: 4601.237793
	Iteration 27Q: 3 clusters Score -1421557 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1421674.500000 Penalty: 4601.237793
	Iteration 28Q: 3 clusters Score -1421674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1421745.250000 Penalty: 4601.237793
	Iteration 29Q: 3 clusters Score -1421745 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1421793.375000 Penalty: 4601.237793
	Iteration 30Q: 3 clusters Score -1421793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1421828.125000 Penalty: 4601.237793
	Iteration 31Q: 3 clusters Score -1421828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1421846.875000 Penalty: 4601.237793
	Iteration 32Q: 3 clusters Score -1421847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1421862.625000 Penalty: 4601.237793
	Iteration 33Q: 3 clusters Score -1421863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1421877.625000 Penalty: 4601.237793
	Iteration 34Q: 3 clusters Score -1421878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1421887.500000 Penalty: 4601.237793
	Iteration 35Q: 3 clusters Score -1421888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1421891.875000 Penalty: 4601.237793
	Iteration 36Q: 3 clusters Score -1421892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1421893.125000 Penalty: 4601.237793
	Iteration 37Q: 3 clusters Score -1421893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1421899.750000 Penalty: 4601.237793
	Iteration 38Q: 3 clusters Score -1421900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1421908.000000 Penalty: 4601.237793
	Iteration 39Q: 3 clusters Score -1421908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1421917.500000 Penalty: 4601.237793
	Iteration 40F: 3 clusters Score -1421918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1421922.250000 Penalty: 4601.237793
	Iteration 41Q: 3 clusters Score -1421922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1421931.000000 Penalty: 4601.237793
	Iteration 42Q: 3 clusters Score -1421931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1421937.500000 Penalty: 4601.237793
	Iteration 43Q: 3 clusters Score -1421938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1421946.000000 Penalty: 4601.237793
	Iteration 44Q: 3 clusters Score -1421946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1421947.375000 Penalty: 4601.237793
	Iteration 45Q: 3 clusters Score -1421947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1421947.375000 Penalty: 4601.237793
	Iteration 46F: 3 clusters Score -1421947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -68660.265625 Penalty: 1620.739746
	Iteration 0F: 2 clusters Score -68660.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66995.453125 Penalty: 3241.479492
	Iteration 0F: 3 clusters Score -66995.45 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -67261.734375 Penalty: 3241.479492
	Iteration 1F: 3 clusters Score -67261.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67331.398438 Penalty: 3241.479492
	Iteration 2F: 3 clusters Score -67331.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67367.929688 Penalty: 3241.479492
	Iteration 3Q: 3 clusters Score -67367.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67401.195312 Penalty: 3241.479492
	Iteration 4Q: 3 clusters Score -67401.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67426.867188 Penalty: 3241.479492
	Iteration 5Q: 3 clusters Score -67426.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67457.062500 Penalty: 3241.479492
	Iteration 6Q: 3 clusters Score -67457.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67475.632812 Penalty: 3241.479492
	Iteration 7Q: 3 clusters Score -67475.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67496.750000 Penalty: 3241.479492
	Iteration 8Q: 3 clusters Score -67496.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67504.132812 Penalty: 3241.479492
	Iteration 9Q: 3 clusters Score -67504.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67506.257812 Penalty: 3241.479492
	Iteration 10Q: 3 clusters Score -67506.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67507.484375 Penalty: 3241.479492
	Iteration 11Q: 3 clusters Score -67507.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67507.484375 Penalty: 3241.479492
	Iteration 12F: 3 clusters Score -67507.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (229678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229678 members 
Entering Unmasked Estep 
Score: -29929998.000000 Penalty: 3061.419678
	Iteration 0F: 2 clusters Score -2.993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114809 members 
Mstep: Class 2 contains 114869 members 
Entering Unmasked Estep 
Score: -29782240.000000 Penalty: 6122.839355
	Iteration 0F: 3 clusters Score -2.978224e+07 nChanged 110619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114172 members 
Mstep: Class 2 contains 115506 members 
Entering Unmasked Estep 
Score: -29846824.000000 Penalty: 6122.839355
	Iteration 1F: 3 clusters Score -2.984682e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113257 members 
Mstep: Class 2 contains 116421 members 
Entering Unmasked Estep 
Score: -29847678.000000 Penalty: 6122.839355
	Iteration 2Q: 3 clusters Score -2.984768e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111713 members 
Mstep: Class 2 contains 117965 members 
Entering Unmasked Estep 
Score: -29848414.000000 Penalty: 6122.839355
	Iteration 3Q: 3 clusters Score -2.984841e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109415 members 
Mstep: Class 2 contains 120263 members 
Entering Unmasked Estep 
Score: -29849484.000000 Penalty: 6122.839355
	Iteration 4Q: 3 clusters Score -2.984948e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105913 members 
Mstep: Class 2 contains 123765 members 
Entering Unmasked Estep 
Score: -29851710.000000 Penalty: 6122.839355
	Iteration 5Q: 3 clusters Score -2.985171e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100702 members 
Mstep: Class 2 contains 128976 members 
Entering Unmasked Estep 
Score: -29854476.000000 Penalty: 6122.839355
	Iteration 6Q: 3 clusters Score -2.985448e+07 nChanged 10480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93158 members 
Mstep: Class 2 contains 136520 members 
Entering Unmasked Estep 
Score: -29858942.000000 Penalty: 6122.839355
	Iteration 7Q: 3 clusters Score -2.985894e+07 nChanged 13253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 146943 members 
Entering Unmasked Estep 
Score: -29866120.000000 Penalty: 6122.839355
	Iteration 8F: 3 clusters Score -2.986612e+07 nChanged 16098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69315 members 
Mstep: Class 2 contains 160363 members 
Entering Unmasked Estep 
Score: -29876940.000000 Penalty: 6122.839355
	Iteration 9F: 3 clusters Score -2.987694e+07 nChanged 16670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 174667 members 
Entering Unmasked Estep 
Score: -29890648.000000 Penalty: 6122.839355
	Iteration 10F: 3 clusters Score -2.989065e+07 nChanged 14048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 186227 members 
Entering Unmasked Estep 
Score: -29904218.000000 Penalty: 6122.839355
	Iteration 11F: 3 clusters Score -2.990422e+07 nChanged 10297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 192648 members 
Entering Unmasked Estep 
Score: -29914838.000000 Penalty: 6122.839355
	Iteration 12Q: 3 clusters Score -2.991484e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 195337 members 
Entering Unmasked Estep 
Score: -29920936.000000 Penalty: 6122.839355
	Iteration 13Q: 3 clusters Score -2.992094e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 196941 members 
Entering Unmasked Estep 
Score: -29922932.000000 Penalty: 6122.839355
	Iteration 14Q: 3 clusters Score -2.992293e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 198448 members 
Entering Unmasked Estep 
Score: -29923858.000000 Penalty: 6122.839355
	Iteration 15Q: 3 clusters Score -2.992386e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 199856 members 
Entering Unmasked Estep 
Score: -29924570.000000 Penalty: 6122.839355
	Iteration 16Q: 3 clusters Score -2.992457e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 201163 members 
Entering Unmasked Estep 
Score: -29925026.000000 Penalty: 6122.839355
	Iteration 17Q: 3 clusters Score -2.992503e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 202387 members 
Entering Unmasked Estep 
Score: -29925284.000000 Penalty: 6122.839355
	Iteration 18Q: 3 clusters Score -2.992528e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 203570 members 
Entering Unmasked Estep 
Score: -29925622.000000 Penalty: 6122.839355
	Iteration 19Q: 3 clusters Score -2.992562e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 204716 members 
Entering Unmasked Estep 
Score: -29925778.000000 Penalty: 6122.839355
	Iteration 20F: 3 clusters Score -2.992578e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 205838 members 
Entering Unmasked Estep 
Score: -29926000.000000 Penalty: 6122.839355
	Iteration 21Q: 3 clusters Score -2.9926e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 206883 members 
Entering Unmasked Estep 
Score: -29926058.000000 Penalty: 6122.839355
	Iteration 22Q: 3 clusters Score -2.992606e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 207858 members 
Entering Unmasked Estep 
Score: -29926242.000000 Penalty: 6122.839355
	Iteration 23Q: 3 clusters Score -2.992624e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 208781 members 
Entering Unmasked Estep 
Score: -29926312.000000 Penalty: 6122.839355
	Iteration 24Q: 3 clusters Score -2.992631e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 209625 members 
Entering Unmasked Estep 
Score: -29926288.000000 Penalty: 6122.839355
	Iteration 25Q: 3 clusters Score -2.992629e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 210434 members 
Entering Unmasked Estep 
Score: -29926286.000000 Penalty: 6122.839355
	Iteration 26Q: 3 clusters Score -2.992629e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 211213 members 
Entering Unmasked Estep 
Score: -29926380.000000 Penalty: 6122.839355
	Iteration 27Q: 3 clusters Score -2.992638e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 211956 members 
Entering Unmasked Estep 
Score: -29926428.000000 Penalty: 6122.839355
	Iteration 28Q: 3 clusters Score -2.992643e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 212688 members 
Entering Unmasked Estep 
Score: -29926546.000000 Penalty: 6122.839355
	Iteration 29Q: 3 clusters Score -2.992655e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 213396 members 
Entering Unmasked Estep 
Score: -29926598.000000 Penalty: 6122.839355
	Iteration 30Q: 3 clusters Score -2.99266e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 214042 members 
Entering Unmasked Estep 
Score: -29926584.000000 Penalty: 6122.839355
	Iteration 31Q: 3 clusters Score -2.992658e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 214628 members 
Entering Unmasked Estep 
Score: -29926718.000000 Penalty: 6122.839355
	Iteration 32Q: 3 clusters Score -2.992672e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 215187 members 
Entering Unmasked Estep 
Score: -29926748.000000 Penalty: 6122.839355
	Iteration 33Q: 3 clusters Score -2.992675e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 215685 members 
Entering Unmasked Estep 
Score: -29926746.000000 Penalty: 6122.839355
	Iteration 34Q: 3 clusters Score -2.992675e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 216162 members 
Entering Unmasked Estep 
Score: -29926840.000000 Penalty: 6122.839355
	Iteration 35Q: 3 clusters Score -2.992684e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 216655 members 
Entering Unmasked Estep 
Score: -29926850.000000 Penalty: 6122.839355
	Iteration 36Q: 3 clusters Score -2.992685e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 217125 members 
Entering Unmasked Estep 
Score: -29926894.000000 Penalty: 6122.839355
	Iteration 37Q: 3 clusters Score -2.992689e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 217552 members 
Entering Unmasked Estep 
Score: -29926990.000000 Penalty: 6122.839355
	Iteration 38Q: 3 clusters Score -2.992699e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 218003 members 
Entering Unmasked Estep 
Score: -29926922.000000 Penalty: 6122.839355
	Iteration 39Q: 3 clusters Score -2.992692e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 218424 members 
Entering Unmasked Estep 
Score: -29926990.000000 Penalty: 6122.839355
	Iteration 40F: 3 clusters Score -2.992699e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 218854 members 
Entering Unmasked Estep 
Score: -29927056.000000 Penalty: 6122.839355
	Iteration 41Q: 3 clusters Score -2.992706e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 219299 members 
Entering Unmasked Estep 
Score: -29927124.000000 Penalty: 6122.839355
	Iteration 42Q: 3 clusters Score -2.992712e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 219741 members 
Entering Unmasked Estep 
Score: -29927182.000000 Penalty: 6122.839355
	Iteration 43Q: 3 clusters Score -2.992718e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 220154 members 
Entering Unmasked Estep 
Score: -29927200.000000 Penalty: 6122.839355
	Iteration 44Q: 3 clusters Score -2.99272e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 220552 members 
Entering Unmasked Estep 
Score: -29927210.000000 Penalty: 6122.839355
	Iteration 45Q: 3 clusters Score -2.992721e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 220909 members 
Entering Unmasked Estep 
Score: -29927136.000000 Penalty: 6122.839355
	Iteration 46Q: 3 clusters Score -2.992714e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 221217 members 
Entering Unmasked Estep 
Score: -29927184.000000 Penalty: 6122.839355
	Iteration 47Q: 3 clusters Score -2.992718e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 221489 members 
Entering Unmasked Estep 
Score: -29927204.000000 Penalty: 6122.839355
	Iteration 48Q: 3 clusters Score -2.99272e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 221749 members 
Entering Unmasked Estep 
Score: -29927200.000000 Penalty: 6122.839355
	Iteration 49Q: 3 clusters Score -2.99272e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 221997 members 
Entering Unmasked Estep 
Score: -29927268.000000 Penalty: 6122.839355
	Iteration 50Q: 3 clusters Score -2.992727e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 222244 members 
Entering Unmasked Estep 
Score: -29927236.000000 Penalty: 6122.839355
	Iteration 51Q: 3 clusters Score -2.992724e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 222481 members 
Entering Unmasked Estep 
Score: -29927252.000000 Penalty: 6122.839355
	Iteration 52Q: 3 clusters Score -2.992725e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 222721 members 
Entering Unmasked Estep 
Score: -29927288.000000 Penalty: 6122.839355
	Iteration 53Q: 3 clusters Score -2.992729e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 222955 members 
Entering Unmasked Estep 
Score: -29927296.000000 Penalty: 6122.839355
	Iteration 54Q: 3 clusters Score -2.99273e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 223173 members 
Entering Unmasked Estep 
Score: -29927268.000000 Penalty: 6122.839355
	Iteration 55Q: 3 clusters Score -2.992727e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 223372 members 
Entering Unmasked Estep 
Score: -29927222.000000 Penalty: 6122.839355
	Iteration 56Q: 3 clusters Score -2.992722e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 223570 members 
Entering Unmasked Estep 
Score: -29927234.000000 Penalty: 6122.839355
	Iteration 57Q: 3 clusters Score -2.992723e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 223756 members 
Entering Unmasked Estep 
Score: -29927234.000000 Penalty: 6122.839355
	Iteration 58Q: 3 clusters Score -2.992723e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 223944 members 
Entering Unmasked Estep 
Score: -29927158.000000 Penalty: 6122.839355
	Iteration 59Q: 3 clusters Score -2.992716e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 224120 members 
Entering Unmasked Estep 
Score: -29927172.000000 Penalty: 6122.839355
	Iteration 60F: 3 clusters Score -2.992717e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 224315 members 
Entering Unmasked Estep 
Score: -29927148.000000 Penalty: 6122.839355
	Iteration 61Q: 3 clusters Score -2.992715e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 224526 members 
Entering Unmasked Estep 
Score: -29927106.000000 Penalty: 6122.839355
	Iteration 62Q: 3 clusters Score -2.992711e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 224713 members 
Entering Unmasked Estep 
Score: -29927114.000000 Penalty: 6122.839355
	Iteration 63Q: 3 clusters Score -2.992711e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 224890 members 
Entering Unmasked Estep 
Score: -29927124.000000 Penalty: 6122.839355
	Iteration 64Q: 3 clusters Score -2.992712e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 225052 members 
Entering Unmasked Estep 
Score: -29927144.000000 Penalty: 6122.839355
	Iteration 65Q: 3 clusters Score -2.992714e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 225223 members 
Entering Unmasked Estep 
Score: -29927142.000000 Penalty: 6122.839355
	Iteration 66Q: 3 clusters Score -2.992714e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 225381 members 
Entering Unmasked Estep 
Score: -29927172.000000 Penalty: 6122.839355
	Iteration 67Q: 3 clusters Score -2.992717e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 225552 members 
Entering Unmasked Estep 
Score: -29927230.000000 Penalty: 6122.839355
	Iteration 68Q: 3 clusters Score -2.992723e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 225718 members 
Entering Unmasked Estep 
Score: -29927270.000000 Penalty: 6122.839355
	Iteration 69Q: 3 clusters Score -2.992727e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 225854 members 
Entering Unmasked Estep 
Score: -29927276.000000 Penalty: 6122.839355
	Iteration 70Q: 3 clusters Score -2.992728e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 225997 members 
Entering Unmasked Estep 
Score: -29927332.000000 Penalty: 6122.839355
	Iteration 71Q: 3 clusters Score -2.992733e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 226138 members 
Entering Unmasked Estep 
Score: -29927350.000000 Penalty: 6122.839355
	Iteration 72Q: 3 clusters Score -2.992735e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 226258 members 
Entering Unmasked Estep 
Score: -29927384.000000 Penalty: 6122.839355
	Iteration 73Q: 3 clusters Score -2.992738e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 226359 members 
Entering Unmasked Estep 
Score: -29927396.000000 Penalty: 6122.839355
	Iteration 74Q: 3 clusters Score -2.99274e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 226456 members 
Entering Unmasked Estep 
Score: -29927396.000000 Penalty: 6122.839355
	Iteration 75Q: 3 clusters Score -2.99274e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 226546 members 
Entering Unmasked Estep 
Score: -29927404.000000 Penalty: 6122.839355
	Iteration 76Q: 3 clusters Score -2.99274e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 226628 members 
Entering Unmasked Estep 
Score: -29927390.000000 Penalty: 6122.839355
	Iteration 77Q: 3 clusters Score -2.992739e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 226703 members 
Entering Unmasked Estep 
Score: -29927390.000000 Penalty: 6122.839355
	Iteration 78Q: 3 clusters Score -2.992739e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 226789 members 
Entering Unmasked Estep 
Score: -29927398.000000 Penalty: 6122.839355
	Iteration 79Q: 3 clusters Score -2.99274e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 226872 members 
Entering Unmasked Estep 
Score: -29927456.000000 Penalty: 6122.839355
	Iteration 80F: 3 clusters Score -2.992746e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 226969 members 
Entering Unmasked Estep 
Score: -29927480.000000 Penalty: 6122.839355
	Iteration 81Q: 3 clusters Score -2.992748e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 227063 members 
Entering Unmasked Estep 
Score: -29927546.000000 Penalty: 6122.839355
	Iteration 82Q: 3 clusters Score -2.992755e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 227136 members 
Entering Unmasked Estep 
Score: -29927534.000000 Penalty: 6122.839355
	Iteration 83Q: 3 clusters Score -2.992753e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 227196 members 
Entering Unmasked Estep 
Score: -29927562.000000 Penalty: 6122.839355
	Iteration 84Q: 3 clusters Score -2.992756e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 227255 members 
Entering Unmasked Estep 
Score: -29927538.000000 Penalty: 6122.839355
	Iteration 85Q: 3 clusters Score -2.992754e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 227317 members 
Entering Unmasked Estep 
Score: -29927594.000000 Penalty: 6122.839355
	Iteration 86Q: 3 clusters Score -2.992759e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 227373 members 
Entering Unmasked Estep 
Score: -29927586.000000 Penalty: 6122.839355
	Iteration 87Q: 3 clusters Score -2.992759e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 227435 members 
Entering Unmasked Estep 
Score: -29927600.000000 Penalty: 6122.839355
	Iteration 88Q: 3 clusters Score -2.99276e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 227487 members 
Entering Unmasked Estep 
Score: -29927584.000000 Penalty: 6122.839355
	Iteration 89Q: 3 clusters Score -2.992758e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 227536 members 
Entering Unmasked Estep 
Score: -29927614.000000 Penalty: 6122.839355
	Iteration 90Q: 3 clusters Score -2.992761e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 227591 members 
Entering Unmasked Estep 
Score: -29927584.000000 Penalty: 6122.839355
	Iteration 91Q: 3 clusters Score -2.992758e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 227634 members 
Entering Unmasked Estep 
Score: -29927558.000000 Penalty: 6122.839355
	Iteration 92Q: 3 clusters Score -2.992756e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 227671 members 
Entering Unmasked Estep 
Score: -29927568.000000 Penalty: 6122.839355
	Iteration 93Q: 3 clusters Score -2.992757e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 227700 members 
Entering Unmasked Estep 
Score: -29927572.000000 Penalty: 6122.839355
	Iteration 94Q: 3 clusters Score -2.992757e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 227738 members 
Entering Unmasked Estep 
Score: -29927582.000000 Penalty: 6122.839355
	Iteration 95Q: 3 clusters Score -2.992758e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 227762 members 
Entering Unmasked Estep 
Score: -29927550.000000 Penalty: 6122.839355
	Iteration 96Q: 3 clusters Score -2.992755e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 227792 members 
Entering Unmasked Estep 
Score: -29927530.000000 Penalty: 6122.839355
	Iteration 97Q: 3 clusters Score -2.992753e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 227817 members 
Entering Unmasked Estep 
Score: -29927544.000000 Penalty: 6122.839355
	Iteration 98Q: 3 clusters Score -2.992754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 227830 members 
Entering Unmasked Estep 
Score: -29927518.000000 Penalty: 6122.839355
	Iteration 99Q: 3 clusters Score -2.992752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 227844 members 
Entering Unmasked Estep 
Score: -29927514.000000 Penalty: 6122.839355
	Iteration 100F: 3 clusters Score -2.992751e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 227861 members 
Entering Unmasked Estep 
Score: -29927544.000000 Penalty: 6122.839355
	Iteration 101Q: 3 clusters Score -2.992754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 227878 members 
Entering Unmasked Estep 
Score: -29927540.000000 Penalty: 6122.839355
	Iteration 102Q: 3 clusters Score -2.992754e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 227900 members 
Entering Unmasked Estep 
Score: -29927522.000000 Penalty: 6122.839355
	Iteration 103Q: 3 clusters Score -2.992752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 227910 members 
Entering Unmasked Estep 
Score: -29927518.000000 Penalty: 6122.839355
	Iteration 104Q: 3 clusters Score -2.992752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 227928 members 
Entering Unmasked Estep 
Score: -29927548.000000 Penalty: 6122.839355
	Iteration 105Q: 3 clusters Score -2.992755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 227943 members 
Entering Unmasked Estep 
Score: -29927556.000000 Penalty: 6122.839355
	Iteration 106Q: 3 clusters Score -2.992756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 227959 members 
Entering Unmasked Estep 
Score: -29927586.000000 Penalty: 6122.839355
	Iteration 107Q: 3 clusters Score -2.992759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 227966 members 
Entering Unmasked Estep 
Score: -29927570.000000 Penalty: 6122.839355
	Iteration 108Q: 3 clusters Score -2.992757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 227973 members 
Entering Unmasked Estep 
Score: -29927588.000000 Penalty: 6122.839355
	Iteration 109Q: 3 clusters Score -2.992759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 227978 members 
Entering Unmasked Estep 
Score: -29927588.000000 Penalty: 6122.839355
	Iteration 110Q: 3 clusters Score -2.992759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 227989 members 
Entering Unmasked Estep 
Score: -29927580.000000 Penalty: 6122.839355
	Iteration 111Q: 3 clusters Score -2.992758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 227992 members 
Entering Unmasked Estep 
Score: -29927572.000000 Penalty: 6122.839355
	Iteration 112Q: 3 clusters Score -2.992757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 227997 members 
Entering Unmasked Estep 
Score: -29927566.000000 Penalty: 6122.839355
	Iteration 113Q: 3 clusters Score -2.992757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 228001 members 
Entering Unmasked Estep 
Score: -29927554.000000 Penalty: 6122.839355
	Iteration 114Q: 3 clusters Score -2.992755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 228007 members 
Entering Unmasked Estep 
Score: -29927568.000000 Penalty: 6122.839355
	Iteration 115Q: 3 clusters Score -2.992757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 228014 members 
Entering Unmasked Estep 
Score: -29927576.000000 Penalty: 6122.839355
	Iteration 116Q: 3 clusters Score -2.992758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 228022 members 
Entering Unmasked Estep 
Score: -29927564.000000 Penalty: 6122.839355
	Iteration 117Q: 3 clusters Score -2.992756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 228029 members 
Entering Unmasked Estep 
Score: -29927556.000000 Penalty: 6122.839355
	Iteration 118Q: 3 clusters Score -2.992756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 228032 members 
Entering Unmasked Estep 
Score: -29927548.000000 Penalty: 6122.839355
	Iteration 119Q: 3 clusters Score -2.992755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 228039 members 
Entering Unmasked Estep 
Score: -29927560.000000 Penalty: 6122.839355
	Iteration 120F: 3 clusters Score -2.992756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 228047 members 
Entering Unmasked Estep 
Score: -29927538.000000 Penalty: 6122.839355
	Iteration 121Q: 3 clusters Score -2.992754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 228051 members 
Entering Unmasked Estep 
Score: -29927558.000000 Penalty: 6122.839355
	Iteration 122Q: 3 clusters Score -2.992756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 228054 members 
Entering Unmasked Estep 
Score: -29927534.000000 Penalty: 6122.839355
	Iteration 123Q: 3 clusters Score -2.992753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 228056 members 
Entering Unmasked Estep 
Score: -29927538.000000 Penalty: 6122.839355
	Iteration 124Q: 3 clusters Score -2.992754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 228057 members 
Entering Unmasked Estep 
Score: -29927536.000000 Penalty: 6122.839355
	Iteration 125Q: 3 clusters Score -2.992754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 228058 members 
Entering Unmasked Estep 
Score: -29927544.000000 Penalty: 6122.839355
	Iteration 126Q: 3 clusters Score -2.992754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 228060 members 
Entering Unmasked Estep 
Score: -29927544.000000 Penalty: 6122.839355
	Iteration 127Q: 3 clusters Score -2.992754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 228063 members 
Entering Unmasked Estep 
Score: -29927544.000000 Penalty: 6122.839355
	Iteration 128Q: 3 clusters Score -2.992754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 228065 members 
Entering Unmasked Estep 
Score: -29927542.000000 Penalty: 6122.839355
	Iteration 129Q: 3 clusters Score -2.992754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 228067 members 
Entering Unmasked Estep 
Score: -29927556.000000 Penalty: 6122.839355
	Iteration 130Q: 3 clusters Score -2.992756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 228069 members 
Entering Unmasked Estep 
Score: -29927560.000000 Penalty: 6122.839355
	Iteration 131Q: 3 clusters Score -2.992756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 228070 members 
Entering Unmasked Estep 
Score: -29927570.000000 Penalty: 6122.839355
	Iteration 132Q: 3 clusters Score -2.992757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 228070 members 
Entering Unmasked Estep 
Score: -29927570.000000 Penalty: 6122.839355
	Iteration 133F: 3 clusters Score -2.992757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61734 members 
Entering Unmasked Estep 
Score: -7892530.000000 Penalty: 2735.586426
	Iteration 0F: 2 clusters Score -7892530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -7851097.500000 Penalty: 5471.172852
	Iteration 0F: 3 clusters Score -7851098 nChanged 28671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -7867180.000000 Penalty: 5471.172852
	Iteration 1F: 3 clusters Score -7867180 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -7867716.000000 Penalty: 5471.172852
	Iteration 2Q: 3 clusters Score -7867716 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -7868181.000000 Penalty: 5471.172852
	Iteration 3Q: 3 clusters Score -7868181 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -7868741.000000 Penalty: 5471.172852
	Iteration 4Q: 3 clusters Score -7868741 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -7869556.500000 Penalty: 5471.172852
	Iteration 5Q: 3 clusters Score -7869556 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -7870662.500000 Penalty: 5471.172852
	Iteration 6Q: 3 clusters Score -7870662 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -7872137.500000 Penalty: 5471.172852
	Iteration 7Q: 3 clusters Score -7872138 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -7873994.000000 Penalty: 5471.172852
	Iteration 8Q: 3 clusters Score -7873994 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -7876289.500000 Penalty: 5471.172852
	Iteration 9F: 3 clusters Score -7876290 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -7878533.500000 Penalty: 5471.172852
	Iteration 10F: 3 clusters Score -7878534 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -7880290.000000 Penalty: 5471.172852
	Iteration 11F: 3 clusters Score -7880290 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -7881484.500000 Penalty: 5471.172852
	Iteration 12Q: 3 clusters Score -7881484 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -7882275.000000 Penalty: 5471.172852
	Iteration 13Q: 3 clusters Score -7882275 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -7882872.500000 Penalty: 5471.172852
	Iteration 14Q: 3 clusters Score -7882872 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -7883393.500000 Penalty: 5471.172852
	Iteration 15Q: 3 clusters Score -7883394 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -7883797.500000 Penalty: 5471.172852
	Iteration 16Q: 3 clusters Score -7883798 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -7884225.000000 Penalty: 5471.172852
	Iteration 17Q: 3 clusters Score -7884225 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -7884662.500000 Penalty: 5471.172852
	Iteration 18Q: 3 clusters Score -7884662 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -7885036.500000 Penalty: 5471.172852
	Iteration 19Q: 3 clusters Score -7885036 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -7885445.000000 Penalty: 5471.172852
	Iteration 20F: 3 clusters Score -7885445 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -7885847.500000 Penalty: 5471.172852
	Iteration 21Q: 3 clusters Score -7885848 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -7886255.000000 Penalty: 5471.172852
	Iteration 22Q: 3 clusters Score -7886255 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -7886581.000000 Penalty: 5471.172852
	Iteration 23Q: 3 clusters Score -7886581 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -7886945.500000 Penalty: 5471.172852
	Iteration 24Q: 3 clusters Score -7886946 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -7887261.500000 Penalty: 5471.172852
	Iteration 25Q: 3 clusters Score -7887262 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -7887557.000000 Penalty: 5471.172852
	Iteration 26Q: 3 clusters Score -7887557 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -7887887.000000 Penalty: 5471.172852
	Iteration 27Q: 3 clusters Score -7887887 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -7888199.500000 Penalty: 5471.172852
	Iteration 28Q: 3 clusters Score -7888200 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -7888494.500000 Penalty: 5471.172852
	Iteration 29Q: 3 clusters Score -7888494 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -7888685.500000 Penalty: 5471.172852
	Iteration 30Q: 3 clusters Score -7888686 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -7888889.500000 Penalty: 5471.172852
	Iteration 31Q: 3 clusters Score -7888890 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -7889044.500000 Penalty: 5471.172852
	Iteration 32Q: 3 clusters Score -7889044 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -7889165.500000 Penalty: 5471.172852
	Iteration 33Q: 3 clusters Score -7889166 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -7889292.500000 Penalty: 5471.172852
	Iteration 34Q: 3 clusters Score -7889292 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57444 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -7889426.500000 Penalty: 5471.172852
	Iteration 35Q: 3 clusters Score -7889426 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -7889550.000000 Penalty: 5471.172852
	Iteration 36Q: 3 clusters Score -7889550 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -7889676.500000 Penalty: 5471.172852
	Iteration 37Q: 3 clusters Score -7889676 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -7889776.500000 Penalty: 5471.172852
	Iteration 38Q: 3 clusters Score -7889776 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -7889846.500000 Penalty: 5471.172852
	Iteration 39Q: 3 clusters Score -7889846 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -7889916.500000 Penalty: 5471.172852
	Iteration 40F: 3 clusters Score -7889916 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58900 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -7889963.500000 Penalty: 5471.172852
	Iteration 41Q: 3 clusters Score -7889964 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -7890011.500000 Penalty: 5471.172852
	Iteration 42Q: 3 clusters Score -7890012 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -7890048.500000 Penalty: 5471.172852
	Iteration 43Q: 3 clusters Score -7890048 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -7890061.500000 Penalty: 5471.172852
	Iteration 44Q: 3 clusters Score -7890062 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -7890106.000000 Penalty: 5471.172852
	Iteration 45Q: 3 clusters Score -7890106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -7890131.500000 Penalty: 5471.172852
	Iteration 46Q: 3 clusters Score -7890132 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7890162.500000 Penalty: 5471.172852
	Iteration 47Q: 3 clusters Score -7890162 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -7890166.000000 Penalty: 5471.172852
	Iteration 48Q: 3 clusters Score -7890166 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59641 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7890184.000000 Penalty: 5471.172852
	Iteration 49Q: 3 clusters Score -7890184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59693 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -7890203.000000 Penalty: 5471.172852
	Iteration 50Q: 3 clusters Score -7890203 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7890216.000000 Penalty: 5471.172852
	Iteration 51Q: 3 clusters Score -7890216 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -7890240.500000 Penalty: 5471.172852
	Iteration 52Q: 3 clusters Score -7890240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59805 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7890257.500000 Penalty: 5471.172852
	Iteration 53Q: 3 clusters Score -7890258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -7890246.500000 Penalty: 5471.172852
	Iteration 54Q: 3 clusters Score -7890246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7890268.500000 Penalty: 5471.172852
	Iteration 55Q: 3 clusters Score -7890268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7890265.500000 Penalty: 5471.172852
	Iteration 56Q: 3 clusters Score -7890266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7890272.500000 Penalty: 5471.172852
	Iteration 57Q: 3 clusters Score -7890272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7890277.500000 Penalty: 5471.172852
	Iteration 58Q: 3 clusters Score -7890278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7890290.500000 Penalty: 5471.172852
	Iteration 59Q: 3 clusters Score -7890290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7890287.000000 Penalty: 5471.172852
	Iteration 60F: 3 clusters Score -7890287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -7890300.000000 Penalty: 5471.172852
	Iteration 61Q: 3 clusters Score -7890300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60033 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7890296.000000 Penalty: 5471.172852
	Iteration 62Q: 3 clusters Score -7890296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7890301.000000 Penalty: 5471.172852
	Iteration 63Q: 3 clusters Score -7890301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7890302.500000 Penalty: 5471.172852
	Iteration 64Q: 3 clusters Score -7890302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7890296.500000 Penalty: 5471.172852
	Iteration 65Q: 3 clusters Score -7890296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -7890301.000000 Penalty: 5471.172852
	Iteration 66Q: 3 clusters Score -7890301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60081 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7890299.000000 Penalty: 5471.172852
	Iteration 67Q: 3 clusters Score -7890299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7890303.000000 Penalty: 5471.172852
	Iteration 68Q: 3 clusters Score -7890303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -7890307.500000 Penalty: 5471.172852
	Iteration 69Q: 3 clusters Score -7890308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -7890304.500000 Penalty: 5471.172852
	Iteration 70Q: 3 clusters Score -7890304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7890306.500000 Penalty: 5471.172852
	Iteration 71Q: 3 clusters Score -7890306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -7890309.000000 Penalty: 5471.172852
	Iteration 72Q: 3 clusters Score -7890309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7890306.500000 Penalty: 5471.172852
	Iteration 73Q: 3 clusters Score -7890306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -7890305.500000 Penalty: 5471.172852
	Iteration 74Q: 3 clusters Score -7890306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -7890313.500000 Penalty: 5471.172852
	Iteration 75Q: 3 clusters Score -7890314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60129 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7890311.500000 Penalty: 5471.172852
	Iteration 76Q: 3 clusters Score -7890312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7890310.500000 Penalty: 5471.172852
	Iteration 77Q: 3 clusters Score -7890310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7890317.000000 Penalty: 5471.172852
	Iteration 78Q: 3 clusters Score -7890317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60140 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7890314.500000 Penalty: 5471.172852
	Iteration 79Q: 3 clusters Score -7890314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7890308.500000 Penalty: 5471.172852
	Iteration 80F: 3 clusters Score -7890308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7890311.500000 Penalty: 5471.172852
	Iteration 81Q: 3 clusters Score -7890312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60144 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7890311.500000 Penalty: 5471.172852
	Iteration 82Q: 3 clusters Score -7890312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7890311.500000 Penalty: 5471.172852
	Iteration 83Q: 3 clusters Score -7890312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7890306.500000 Penalty: 5471.172852
	Iteration 84Q: 3 clusters Score -7890306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7890317.500000 Penalty: 5471.172852
	Iteration 85Q: 3 clusters Score -7890318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60159 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7890316.000000 Penalty: 5471.172852
	Iteration 86Q: 3 clusters Score -7890316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60162 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -7890312.500000 Penalty: 5471.172852
	Iteration 87Q: 3 clusters Score -7890312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60168 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -7890309.500000 Penalty: 5471.172852
	Iteration 88Q: 3 clusters Score -7890310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60172 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7890311.500000 Penalty: 5471.172852
	Iteration 89Q: 3 clusters Score -7890312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -7890322.500000 Penalty: 5471.172852
	Iteration 90Q: 3 clusters Score -7890322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60185 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7890312.500000 Penalty: 5471.172852
	Iteration 91Q: 3 clusters Score -7890312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60193 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7890315.500000 Penalty: 5471.172852
	Iteration 92Q: 3 clusters Score -7890316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60202 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7890322.000000 Penalty: 5471.172852
	Iteration 93Q: 3 clusters Score -7890322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7890326.500000 Penalty: 5471.172852
	Iteration 94Q: 3 clusters Score -7890326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60215 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -7890331.000000 Penalty: 5471.172852
	Iteration 95Q: 3 clusters Score -7890331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60225 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7890333.000000 Penalty: 5471.172852
	Iteration 96Q: 3 clusters Score -7890333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60234 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -7890331.000000 Penalty: 5471.172852
	Iteration 97Q: 3 clusters Score -7890331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -7890336.000000 Penalty: 5471.172852
	Iteration 98Q: 3 clusters Score -7890336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60243 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7890337.500000 Penalty: 5471.172852
	Iteration 99Q: 3 clusters Score -7890338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7890343.500000 Penalty: 5471.172852
	Iteration 100F: 3 clusters Score -7890344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60256 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -7890338.500000 Penalty: 5471.172852
	Iteration 101Q: 3 clusters Score -7890338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7890346.000000 Penalty: 5471.172852
	Iteration 102Q: 3 clusters Score -7890346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60256 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -7890343.000000 Penalty: 5471.172852
	Iteration 103Q: 3 clusters Score -7890343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60258 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7890349.000000 Penalty: 5471.172852
	Iteration 104Q: 3 clusters Score -7890349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60259 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -7890346.000000 Penalty: 5471.172852
	Iteration 105Q: 3 clusters Score -7890346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7890345.000000 Penalty: 5471.172852
	Iteration 106Q: 3 clusters Score -7890345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7890345.000000 Penalty: 5471.172852
	Iteration 107F: 3 clusters Score -7890345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -2544588.500000 Penalty: 2459.903809
	Iteration 0F: 2 clusters Score -2544588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2530314.000000 Penalty: 4919.807617
	Iteration 0F: 3 clusters Score -2530314 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2535269.250000 Penalty: 4919.807617
	Iteration 1F: 3 clusters Score -2535269 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2535770.000000 Penalty: 4919.807617
	Iteration 2F: 3 clusters Score -2535770 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2536283.000000 Penalty: 4919.807617
	Iteration 3F: 3 clusters Score -2536283 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2536874.750000 Penalty: 4919.807617
	Iteration 4F: 3 clusters Score -2536875 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2537573.250000 Penalty: 4919.807617
	Iteration 5F: 3 clusters Score -2537573 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2538353.500000 Penalty: 4919.807617
	Iteration 6F: 3 clusters Score -2538354 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2539248.250000 Penalty: 4919.807617
	Iteration 7F: 3 clusters Score -2539248 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2540038.000000 Penalty: 4919.807617
	Iteration 8F: 3 clusters Score -2540038 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2540701.500000 Penalty: 4919.807617
	Iteration 9Q: 3 clusters Score -2540702 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2541196.750000 Penalty: 4919.807617
	Iteration 10Q: 3 clusters Score -2541197 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2541564.250000 Penalty: 4919.807617
	Iteration 11Q: 3 clusters Score -2541564 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2541850.500000 Penalty: 4919.807617
	Iteration 12Q: 3 clusters Score -2541850 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2542062.500000 Penalty: 4919.807617
	Iteration 13Q: 3 clusters Score -2542062 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2542197.750000 Penalty: 4919.807617
	Iteration 14Q: 3 clusters Score -2542198 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2542296.000000 Penalty: 4919.807617
	Iteration 15Q: 3 clusters Score -2542296 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2542371.250000 Penalty: 4919.807617
	Iteration 16Q: 3 clusters Score -2542371 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2542413.500000 Penalty: 4919.807617
	Iteration 17Q: 3 clusters Score -2542414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2542462.250000 Penalty: 4919.807617
	Iteration 18Q: 3 clusters Score -2542462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2542496.000000 Penalty: 4919.807617
	Iteration 19Q: 3 clusters Score -2542496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2542528.250000 Penalty: 4919.807617
	Iteration 20F: 3 clusters Score -2542528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2542544.500000 Penalty: 4919.807617
	Iteration 21Q: 3 clusters Score -2542544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2542568.000000 Penalty: 4919.807617
	Iteration 22Q: 3 clusters Score -2542568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2542579.250000 Penalty: 4919.807617
	Iteration 23Q: 3 clusters Score -2542579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2542594.250000 Penalty: 4919.807617
	Iteration 24Q: 3 clusters Score -2542594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2542603.000000 Penalty: 4919.807617
	Iteration 25Q: 3 clusters Score -2542603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2542605.250000 Penalty: 4919.807617
	Iteration 26Q: 3 clusters Score -2542605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2542608.500000 Penalty: 4919.807617
	Iteration 27Q: 3 clusters Score -2542608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2542610.250000 Penalty: 4919.807617
	Iteration 28Q: 3 clusters Score -2542610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2542616.000000 Penalty: 4919.807617
	Iteration 29Q: 3 clusters Score -2542616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2542623.250000 Penalty: 4919.807617
	Iteration 30Q: 3 clusters Score -2542623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2542625.500000 Penalty: 4919.807617
	Iteration 31Q: 3 clusters Score -2542626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2542623.500000 Penalty: 4919.807617
	Iteration 32Q: 3 clusters Score -2542624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2542628.750000 Penalty: 4919.807617
	Iteration 33Q: 3 clusters Score -2542629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2542632.250000 Penalty: 4919.807617
	Iteration 34Q: 3 clusters Score -2542632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2542631.500000 Penalty: 4919.807617
	Iteration 35Q: 3 clusters Score -2542632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2542632.750000 Penalty: 4919.807617
	Iteration 36Q: 3 clusters Score -2542633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2542634.250000 Penalty: 4919.807617
	Iteration 37Q: 3 clusters Score -2542634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2542634.500000 Penalty: 4919.807617
	Iteration 38Q: 3 clusters Score -2542634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2542634.500000 Penalty: 4919.807617
	Iteration 39F: 3 clusters Score -2542634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -87734.601562 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -87734.6 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 409 members 
Entering Unmasked Estep 
Score: -86011.851562 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -86011.85 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -86629.617188 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -86629.62 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -86911.414062 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -86911.41 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -87111.343750 Penalty: 3320.502686
	Iteration 3F: 3 clusters Score -87111.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -87245.257812 Penalty: 3320.502686
	Iteration 4Q: 3 clusters Score -87245.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -87338.421875 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -87338.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -87374.468750 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -87374.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -87410.304688 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -87410.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -87444.460938 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -87444.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -87482.281250 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -87482.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -87498.460938 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -87498.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -87519.968750 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -87519.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -87531.445312 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -87531.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -87538.132812 Penalty: 3320.502686
	Iteration 13Q: 3 clusters Score -87538.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -87545.859375 Penalty: 3320.502686
	Iteration 14Q: 3 clusters Score -87545.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -87554.953125 Penalty: 3320.502686
	Iteration 15Q: 3 clusters Score -87554.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -87561.914062 Penalty: 3320.502686
	Iteration 16Q: 3 clusters Score -87561.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -87569.023438 Penalty: 3320.502686
	Iteration 17Q: 3 clusters Score -87569.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -87578.289062 Penalty: 3320.502686
	Iteration 18Q: 3 clusters Score -87578.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -87589.507812 Penalty: 3320.502686
	Iteration 19Q: 3 clusters Score -87589.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -87593.117188 Penalty: 3320.502686
	Iteration 20F: 3 clusters Score -87593.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -87595.781250 Penalty: 3320.502686
	Iteration 21Q: 3 clusters Score -87595.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -87601.757812 Penalty: 3320.502686
	Iteration 22Q: 3 clusters Score -87601.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -87627.750000 Penalty: 3320.502686
	Iteration 23Q: 3 clusters Score -87627.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -87642.140625 Penalty: 3320.502686
	Iteration 24Q: 3 clusters Score -87642.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -87649.078125 Penalty: 3320.502686
	Iteration 25Q: 3 clusters Score -87649.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -87651.523438 Penalty: 3320.502686
	Iteration 26Q: 3 clusters Score -87651.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -87652.765625 Penalty: 3320.502686
	Iteration 27Q: 3 clusters Score -87652.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -87652.765625 Penalty: 3320.502686
	Iteration 28F: 3 clusters Score -87652.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Entering Unmasked Estep 
Score: -1331359.000000 Penalty: 2285.302490
	Iteration 0F: 2 clusters Score -1331359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1323615.500000 Penalty: 4570.604980
	Iteration 0F: 3 clusters Score -1323616 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1325875.250000 Penalty: 4570.604980
	Iteration 1F: 3 clusters Score -1325875 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1326227.000000 Penalty: 4570.604980
	Iteration 2F: 3 clusters Score -1326227 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1326449.875000 Penalty: 4570.604980
	Iteration 3F: 3 clusters Score -1326450 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1326617.250000 Penalty: 4570.604980
	Iteration 4Q: 3 clusters Score -1326617 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1326757.500000 Penalty: 4570.604980
	Iteration 5Q: 3 clusters Score -1326758 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1326895.875000 Penalty: 4570.604980
	Iteration 6Q: 3 clusters Score -1326896 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1327051.875000 Penalty: 4570.604980
	Iteration 7Q: 3 clusters Score -1327052 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1327247.250000 Penalty: 4570.604980
	Iteration 8Q: 3 clusters Score -1327247 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1327472.250000 Penalty: 4570.604980
	Iteration 9Q: 3 clusters Score -1327472 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1327751.625000 Penalty: 4570.604980
	Iteration 10Q: 3 clusters Score -1327752 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1328039.250000 Penalty: 4570.604980
	Iteration 11Q: 3 clusters Score -1328039 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1328317.625000 Penalty: 4570.604980
	Iteration 12Q: 3 clusters Score -1328318 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1328591.375000 Penalty: 4570.604980
	Iteration 13Q: 3 clusters Score -1328591 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1328823.750000 Penalty: 4570.604980
	Iteration 14Q: 3 clusters Score -1328824 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1328988.375000 Penalty: 4570.604980
	Iteration 15Q: 3 clusters Score -1328988 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1329121.125000 Penalty: 4570.604980
	Iteration 16Q: 3 clusters Score -1329121 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1329203.500000 Penalty: 4570.604980
	Iteration 17Q: 3 clusters Score -1329204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1329251.125000 Penalty: 4570.604980
	Iteration 18Q: 3 clusters Score -1329251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1329287.000000 Penalty: 4570.604980
	Iteration 19Q: 3 clusters Score -1329287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1329311.750000 Penalty: 4570.604980
	Iteration 20F: 3 clusters Score -1329312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1329327.000000 Penalty: 4570.604980
	Iteration 21Q: 3 clusters Score -1329327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1329342.750000 Penalty: 4570.604980
	Iteration 22Q: 3 clusters Score -1329343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1329353.000000 Penalty: 4570.604980
	Iteration 23Q: 3 clusters Score -1329353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1329357.500000 Penalty: 4570.604980
	Iteration 24Q: 3 clusters Score -1329358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1329360.125000 Penalty: 4570.604980
	Iteration 25Q: 3 clusters Score -1329360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1329362.750000 Penalty: 4570.604980
	Iteration 26Q: 3 clusters Score -1329363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1329368.375000 Penalty: 4570.604980
	Iteration 27Q: 3 clusters Score -1329368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1329370.750000 Penalty: 4570.604980
	Iteration 28Q: 3 clusters Score -1329371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1329372.250000 Penalty: 4570.604980
	Iteration 29Q: 3 clusters Score -1329372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1329372.750000 Penalty: 4570.604980
	Iteration 30Q: 3 clusters Score -1329373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1329375.500000 Penalty: 4570.604980
	Iteration 31Q: 3 clusters Score -1329376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1329382.000000 Penalty: 4570.604980
	Iteration 32Q: 3 clusters Score -1329382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1329382.500000 Penalty: 4570.604980
	Iteration 33Q: 3 clusters Score -1329382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1329382.500000 Penalty: 4570.604980
	Iteration 34F: 3 clusters Score -1329382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Entering Unmasked Estep 
Score: -945773.125000 Penalty: 2239.057617
	Iteration 0F: 2 clusters Score -945773.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -939196.937500 Penalty: 4478.115234
	Iteration 0F: 3 clusters Score -939196.9 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -941027.562500 Penalty: 4478.115234
	Iteration 1F: 3 clusters Score -941027.6 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -941452.625000 Penalty: 4478.115234
	Iteration 2F: 3 clusters Score -941452.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -941922.625000 Penalty: 4478.115234
	Iteration 3F: 3 clusters Score -941922.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -942506.500000 Penalty: 4478.115234
	Iteration 4F: 3 clusters Score -942506.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -943207.812500 Penalty: 4478.115234
	Iteration 5F: 3 clusters Score -943207.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -943877.062500 Penalty: 4478.115234
	Iteration 6F: 3 clusters Score -943877.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -944433.437500 Penalty: 4478.115234
	Iteration 7F: 3 clusters Score -944433.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -944795.125000 Penalty: 4478.115234
	Iteration 8Q: 3 clusters Score -944795.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -945016.875000 Penalty: 4478.115234
	Iteration 9Q: 3 clusters Score -945016.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -945133.062500 Penalty: 4478.115234
	Iteration 10Q: 3 clusters Score -945133.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -945217.625000 Penalty: 4478.115234
	Iteration 11Q: 3 clusters Score -945217.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -945268.750000 Penalty: 4478.115234
	Iteration 12Q: 3 clusters Score -945268.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -945321.500000 Penalty: 4478.115234
	Iteration 13Q: 3 clusters Score -945321.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -945364.125000 Penalty: 4478.115234
	Iteration 14Q: 3 clusters Score -945364.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -945385.687500 Penalty: 4478.115234
	Iteration 15Q: 3 clusters Score -945385.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -945405.562500 Penalty: 4478.115234
	Iteration 16Q: 3 clusters Score -945405.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -945415.500000 Penalty: 4478.115234
	Iteration 17Q: 3 clusters Score -945415.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -945422.312500 Penalty: 4478.115234
	Iteration 18Q: 3 clusters Score -945422.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -945429.437500 Penalty: 4478.115234
	Iteration 19Q: 3 clusters Score -945429.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -945437.625000 Penalty: 4478.115234
	Iteration 20F: 3 clusters Score -945437.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -945446.687500 Penalty: 4478.115234
	Iteration 21Q: 3 clusters Score -945446.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -945458.750000 Penalty: 4478.115234
	Iteration 22Q: 3 clusters Score -945458.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -945467.125000 Penalty: 4478.115234
	Iteration 23Q: 3 clusters Score -945467.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -945482.750000 Penalty: 4478.115234
	Iteration 24Q: 3 clusters Score -945482.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -945493.312500 Penalty: 4478.115234
	Iteration 25Q: 3 clusters Score -945493.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -945505.812500 Penalty: 4478.115234
	Iteration 26Q: 3 clusters Score -945505.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -945516.687500 Penalty: 4478.115234
	Iteration 27Q: 3 clusters Score -945516.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -945526.437500 Penalty: 4478.115234
	Iteration 28Q: 3 clusters Score -945526.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -945531.500000 Penalty: 4478.115234
	Iteration 29Q: 3 clusters Score -945531.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -945535.437500 Penalty: 4478.115234
	Iteration 30Q: 3 clusters Score -945535.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -945537.312500 Penalty: 4478.115234
	Iteration 31Q: 3 clusters Score -945537.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -945539.625000 Penalty: 4478.115234
	Iteration 32Q: 3 clusters Score -945539.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -945544.375000 Penalty: 4478.115234
	Iteration 33Q: 3 clusters Score -945544.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -945546.125000 Penalty: 4478.115234
	Iteration 34Q: 3 clusters Score -945546.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -945544.500000 Penalty: 4478.115234
	Iteration 35Q: 3 clusters Score -945544.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -945548.000000 Penalty: 4478.115234
	Iteration 36Q: 3 clusters Score -945548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -945547.562500 Penalty: 4478.115234
	Iteration 37Q: 3 clusters Score -945547.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -945550.500000 Penalty: 4478.115234
	Iteration 38Q: 3 clusters Score -945550.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -945550.500000 Penalty: 4478.115234
	Iteration 39Q: 3 clusters Score -945550.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -945549.437500 Penalty: 4478.115234
	Iteration 40F: 3 clusters Score -945549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -945554.000000 Penalty: 4478.115234
	Iteration 41Q: 3 clusters Score -945554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -945551.875000 Penalty: 4478.115234
	Iteration 42Q: 3 clusters Score -945551.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -945550.750000 Penalty: 4478.115234
	Iteration 43Q: 3 clusters Score -945550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -945553.375000 Penalty: 4478.115234
	Iteration 44Q: 3 clusters Score -945553.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -945552.687500 Penalty: 4478.115234
	Iteration 45Q: 3 clusters Score -945552.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -945552.687500 Penalty: 4478.115234
	Iteration 46F: 3 clusters Score -945552.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Entering Unmasked Estep 
Score: -728378.125000 Penalty: 2149.755371
	Iteration 0F: 2 clusters Score -728378.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -723387.812500 Penalty: 4299.510742
	Iteration 0F: 3 clusters Score -723387.8 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -724656.375000 Penalty: 4299.510742
	Iteration 1F: 3 clusters Score -724656.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -725000.250000 Penalty: 4299.510742
	Iteration 2F: 3 clusters Score -725000.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -725293.687500 Penalty: 4299.510742
	Iteration 3F: 3 clusters Score -725293.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -725569.187500 Penalty: 4299.510742
	Iteration 4F: 3 clusters Score -725569.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -725784.000000 Penalty: 4299.510742
	Iteration 5Q: 3 clusters Score -725784 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -725974.000000 Penalty: 4299.510742
	Iteration 6Q: 3 clusters Score -725974 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -726159.250000 Penalty: 4299.510742
	Iteration 7Q: 3 clusters Score -726159.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -726305.250000 Penalty: 4299.510742
	Iteration 8Q: 3 clusters Score -726305.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -726418.937500 Penalty: 4299.510742
	Iteration 9Q: 3 clusters Score -726418.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -726520.750000 Penalty: 4299.510742
	Iteration 10Q: 3 clusters Score -726520.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -726598.250000 Penalty: 4299.510742
	Iteration 11Q: 3 clusters Score -726598.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -726671.125000 Penalty: 4299.510742
	Iteration 12Q: 3 clusters Score -726671.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -726732.125000 Penalty: 4299.510742
	Iteration 13Q: 3 clusters Score -726732.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -726779.062500 Penalty: 4299.510742
	Iteration 14Q: 3 clusters Score -726779.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -726812.562500 Penalty: 4299.510742
	Iteration 15Q: 3 clusters Score -726812.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -726839.562500 Penalty: 4299.510742
	Iteration 16Q: 3 clusters Score -726839.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -726862.000000 Penalty: 4299.510742
	Iteration 17Q: 3 clusters Score -726862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -726879.562500 Penalty: 4299.510742
	Iteration 18Q: 3 clusters Score -726879.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -726893.500000 Penalty: 4299.510742
	Iteration 19Q: 3 clusters Score -726893.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -726903.562500 Penalty: 4299.510742
	Iteration 20F: 3 clusters Score -726903.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -726916.500000 Penalty: 4299.510742
	Iteration 21Q: 3 clusters Score -726916.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -726925.625000 Penalty: 4299.510742
	Iteration 22Q: 3 clusters Score -726925.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -726933.250000 Penalty: 4299.510742
	Iteration 23Q: 3 clusters Score -726933.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -726940.937500 Penalty: 4299.510742
	Iteration 24Q: 3 clusters Score -726940.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -726949.312500 Penalty: 4299.510742
	Iteration 25Q: 3 clusters Score -726949.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -726957.687500 Penalty: 4299.510742
	Iteration 26Q: 3 clusters Score -726957.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -726970.312500 Penalty: 4299.510742
	Iteration 27Q: 3 clusters Score -726970.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -726977.250000 Penalty: 4299.510742
	Iteration 28Q: 3 clusters Score -726977.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -726991.187500 Penalty: 4299.510742
	Iteration 29Q: 3 clusters Score -726991.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -727005.125000 Penalty: 4299.510742
	Iteration 30Q: 3 clusters Score -727005.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -727016.875000 Penalty: 4299.510742
	Iteration 31Q: 3 clusters Score -727016.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -727024.875000 Penalty: 4299.510742
	Iteration 32Q: 3 clusters Score -727024.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -727033.000000 Penalty: 4299.510742
	Iteration 33Q: 3 clusters Score -727033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -727040.937500 Penalty: 4299.510742
	Iteration 34Q: 3 clusters Score -727040.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -727045.687500 Penalty: 4299.510742
	Iteration 35Q: 3 clusters Score -727045.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -727048.437500 Penalty: 4299.510742
	Iteration 36Q: 3 clusters Score -727048.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -727052.375000 Penalty: 4299.510742
	Iteration 37Q: 3 clusters Score -727052.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -727055.312500 Penalty: 4299.510742
	Iteration 38Q: 3 clusters Score -727055.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -727060.000000 Penalty: 4299.510742
	Iteration 39Q: 3 clusters Score -727060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -727062.250000 Penalty: 4299.510742
	Iteration 40F: 3 clusters Score -727062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -727064.687500 Penalty: 4299.510742
	Iteration 41Q: 3 clusters Score -727064.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -727067.375000 Penalty: 4299.510742
	Iteration 42Q: 3 clusters Score -727067.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -727067.312500 Penalty: 4299.510742
	Iteration 43Q: 3 clusters Score -727067.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -727066.875000 Penalty: 4299.510742
	Iteration 44Q: 3 clusters Score -727066.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -727066.312500 Penalty: 4299.510742
	Iteration 45Q: 3 clusters Score -727066.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -727067.687500 Penalty: 4299.510742
	Iteration 46Q: 3 clusters Score -727067.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -727067.687500 Penalty: 4299.510742
	Iteration 47F: 3 clusters Score -727067.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Entering Unmasked Estep 
Score: -2015524.250000 Penalty: 2393.809814
	Iteration 0F: 2 clusters Score -2015524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2004360.000000 Penalty: 4787.619629
	Iteration 0F: 3 clusters Score -2004360 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2008076.625000 Penalty: 4787.619629
	Iteration 1F: 3 clusters Score -2008077 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2008487.125000 Penalty: 4787.619629
	Iteration 2F: 3 clusters Score -2008487 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2008833.625000 Penalty: 4787.619629
	Iteration 3Q: 3 clusters Score -2008834 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2009137.000000 Penalty: 4787.619629
	Iteration 4Q: 3 clusters Score -2009137 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2009445.625000 Penalty: 4787.619629
	Iteration 5Q: 3 clusters Score -2009446 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2009851.250000 Penalty: 4787.619629
	Iteration 6Q: 3 clusters Score -2009851 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2010327.250000 Penalty: 4787.619629
	Iteration 7Q: 3 clusters Score -2010327 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2010867.375000 Penalty: 4787.619629
	Iteration 8Q: 3 clusters Score -2010867 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2011430.750000 Penalty: 4787.619629
	Iteration 9F: 3 clusters Score -2011431 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2011908.375000 Penalty: 4787.619629
	Iteration 10Q: 3 clusters Score -2011908 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2012271.125000 Penalty: 4787.619629
	Iteration 11Q: 3 clusters Score -2012271 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2012502.125000 Penalty: 4787.619629
	Iteration 12Q: 3 clusters Score -2012502 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2012641.750000 Penalty: 4787.619629
	Iteration 13Q: 3 clusters Score -2012642 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2012716.375000 Penalty: 4787.619629
	Iteration 14Q: 3 clusters Score -2012716 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2012767.250000 Penalty: 4787.619629
	Iteration 15Q: 3 clusters Score -2012767 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2012807.875000 Penalty: 4787.619629
	Iteration 16Q: 3 clusters Score -2012808 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2012839.750000 Penalty: 4787.619629
	Iteration 17Q: 3 clusters Score -2012840 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2012869.125000 Penalty: 4787.619629
	Iteration 18Q: 3 clusters Score -2012869 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2012898.625000 Penalty: 4787.619629
	Iteration 19Q: 3 clusters Score -2012899 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2012917.625000 Penalty: 4787.619629
	Iteration 20F: 3 clusters Score -2012918 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2012935.125000 Penalty: 4787.619629
	Iteration 21Q: 3 clusters Score -2012935 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2012953.125000 Penalty: 4787.619629
	Iteration 22Q: 3 clusters Score -2012953 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2012967.625000 Penalty: 4787.619629
	Iteration 23Q: 3 clusters Score -2012968 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2012992.875000 Penalty: 4787.619629
	Iteration 24Q: 3 clusters Score -2012993 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2013003.750000 Penalty: 4787.619629
	Iteration 25Q: 3 clusters Score -2013004 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2013013.875000 Penalty: 4787.619629
	Iteration 26Q: 3 clusters Score -2013014 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2013031 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2013037 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2013046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2013057 nChanged 42
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Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2013063 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2013066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2013069 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2013075 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2013076 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2013087 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2013093 nChanged 38
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Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2013102 nChanged 40
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Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2013109 nChanged 31
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Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2013117 nChanged 32
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Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2013118 nChanged 31
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Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2013119 nChanged 29
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Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2013130 nChanged 32
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Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2013137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2013143 nChanged 29
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Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2013142 nChanged 36
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Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2013143 nChanged 35
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Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2013144 nChanged 36
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Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2013155 nChanged 44
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Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2013165 nChanged 48
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Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2013173 nChanged 46
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Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8904 members 
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	Iteration 54Q: 3 clusters Score -2013182 nChanged 55
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Mstep: Class 1 contains 6603 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2013191 nChanged 48
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Mstep: Class 1 contains 6555 members 
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	Iteration 56Q: 3 clusters Score -2013202 nChanged 40
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Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2013212 nChanged 32
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Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2013209 nChanged 37
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Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2013221 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2013224 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2013227 nChanged 28
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Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2013228 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2013232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2013239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2013242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2013243 nChanged 26
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Mstep: Class 1 contains 6172 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2013251 nChanged 25
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Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 9413 members 
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	Iteration 70Q: 3 clusters Score -2013253 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2013255 nChanged 27
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Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2013256 nChanged 25
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Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2013260 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6045 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2013266 nChanged 25
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Mstep: Class 1 contains 6020 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2013264 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5999 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2013267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2013275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2013283 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 9639 members 
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	Iteration 79Q: 3 clusters Score -2013285 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2013283 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2013288 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2013287 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2013289 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2013292 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2013296 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 9720 members 
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	Iteration 86Q: 3 clusters Score -2013296 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2013299 nChanged 7
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Mstep: Class 1 contains 5820 members 
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	Iteration 88Q: 3 clusters Score -2013298 nChanged 10
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Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2013298 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2013304.125000 Penalty: 4787.619629
	Iteration 90Q: 3 clusters Score -2013304 nChanged 9
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Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2013304 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2013307.750000 Penalty: 4787.619629
	Iteration 92Q: 3 clusters Score -2013308 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2013307 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2013301.625000 Penalty: 4787.619629
	Iteration 94Q: 3 clusters Score -2013302 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2013306 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2013307 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2013310 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2013311 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2013311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -2013316.625000 Penalty: 4787.619629
	Iteration 100F: 3 clusters Score -2013317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2013313 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2013316 nChanged 15
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Mstep: Class 1 contains 5620 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2013320 nChanged 17
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Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2013321.875000 Penalty: 4787.619629
	Iteration 104Q: 3 clusters Score -2013322 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2013318.125000 Penalty: 4787.619629
	Iteration 105Q: 3 clusters Score -2013318 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2013317 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2013320 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2013325.625000 Penalty: 4787.619629
	Iteration 108Q: 3 clusters Score -2013326 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2013324.625000 Penalty: 4787.619629
	Iteration 109Q: 3 clusters Score -2013325 nChanged 6
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Mstep: Class 1 contains 5560 members 
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	Iteration 110Q: 3 clusters Score -2013328 nChanged 12
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Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2013324 nChanged 18
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Mstep: Class 1 contains 5530 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2013326 nChanged 19
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Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2013327 nChanged 12
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Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2013333 nChanged 19
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Mstep: Class 1 contains 5480 members 
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Entering Unmasked Estep 
Score: -2013341.750000 Penalty: 4787.619629
	Iteration 115Q: 3 clusters Score -2013342 nChanged 19
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Mstep: Class 1 contains 5461 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2013338 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2013348.000000 Penalty: 4787.619629
	Iteration 117Q: 3 clusters Score -2013348 nChanged 29
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Mstep: Class 1 contains 5405 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2013354 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2013358.625000 Penalty: 4787.619629
	Iteration 119Q: 3 clusters Score -2013359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2013383 nChanged 24
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Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2013398 nChanged 19
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	Iteration 131Q: 3 clusters Score -2013404 nChanged 16
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2013417 nChanged 27
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Mstep: Class 1 contains 4991 members 
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	Iteration 135Q: 3 clusters Score -2013418 nChanged 20
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Mstep: Class 1 contains 4971 members 
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	Iteration 136Q: 3 clusters Score -2013426 nChanged 18
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Mstep: Class 1 contains 4955 members 
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	Iteration 137Q: 3 clusters Score -2013427 nChanged 25
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Mstep: Class 1 contains 4930 members 
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	Iteration 138Q: 3 clusters Score -2013432 nChanged 29
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Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 10657 members 
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	Iteration 139Q: 3 clusters Score -2013437 nChanged 29
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Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 10684 members 
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	Iteration 140F: 3 clusters Score -2013444 nChanged 31
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Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 10715 members 
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	Iteration 141Q: 3 clusters Score -2013452 nChanged 34
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Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 10749 members 
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	Iteration 142Q: 3 clusters Score -2013453 nChanged 36
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Mstep: Class 1 contains 4775 members 
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	Iteration 143Q: 3 clusters Score -2013461 nChanged 39
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Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 10822 members 
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	Iteration 144Q: 3 clusters Score -2013471 nChanged 38
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Mstep: Class 1 contains 4702 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2013477 nChanged 33
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Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 10891 members 
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	Iteration 146Q: 3 clusters Score -2013488 nChanged 33
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	Iteration 147Q: 3 clusters Score -2013493 nChanged 36
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Mstep: Class 2 contains 10956 members 
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	Iteration 148Q: 3 clusters Score -2013502 nChanged 38
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Mstep: Class 2 contains 10994 members 
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	Iteration 149Q: 3 clusters Score -2013510 nChanged 44
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	Iteration 150Q: 3 clusters Score -2013520 nChanged 45
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Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 11079 members 
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	Iteration 151Q: 3 clusters Score -2013532 nChanged 48
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Mstep: Class 1 contains 4437 members 
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	Iteration 152Q: 3 clusters Score -2013548 nChanged 54
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Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 11177 members 
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	Iteration 153Q: 3 clusters Score -2013558 nChanged 55
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Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 11224 members 
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	Iteration 154Q: 3 clusters Score -2013572 nChanged 45
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Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 11267 members 
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	Iteration 155Q: 3 clusters Score -2013587 nChanged 51
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Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2013602 nChanged 40
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Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2013607 nChanged 45
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2013629 nChanged 45
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 11438 members 
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	Iteration 159Q: 3 clusters Score -2013642 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2013650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2013652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2013655 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2013663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2013665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2013667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2013672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2013683 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 11705 members 
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	Iteration 168Q: 3 clusters Score -2013698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2013707 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2013720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2013732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2013741.125000 Penalty: 4787.619629
	Iteration 172Q: 3 clusters Score -2013741 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2013754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2013767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2013782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2013796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2013818.000000 Penalty: 4787.619629
	Iteration 177Q: 3 clusters Score -2013818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2013834.375000 Penalty: 4787.619629
	Iteration 178Q: 3 clusters Score -2013834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2013838.000000 Penalty: 4787.619629
	Iteration 179Q: 3 clusters Score -2013838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2013857.125000 Penalty: 4787.619629
	Iteration 180F: 3 clusters Score -2013857 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2013865.875000 Penalty: 4787.619629
	Iteration 181Q: 3 clusters Score -2013866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2013870.375000 Penalty: 4787.619629
	Iteration 182Q: 3 clusters Score -2013870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2013874.500000 Penalty: 4787.619629
	Iteration 183Q: 3 clusters Score -2013874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2013881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2013883 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2013889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2013888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2013891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2013890 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2013890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2013898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2013903.750000 Penalty: 4787.619629
	Iteration 192Q: 3 clusters Score -2013904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2013913.125000 Penalty: 4787.619629
	Iteration 193Q: 3 clusters Score -2013913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2013906.875000 Penalty: 4787.619629
	Iteration 194Q: 3 clusters Score -2013907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2013910.250000 Penalty: 4787.619629
	Iteration 195Q: 3 clusters Score -2013910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2013908.625000 Penalty: 4787.619629
	Iteration 196Q: 3 clusters Score -2013909 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3081 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2013907 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3079 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2013906 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2013910 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3072 members 
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Entering Unmasked Estep 
Score: -2013914.625000 Penalty: 4787.619629
	Iteration 200F: 3 clusters Score -2013915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2013915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2013912 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
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	Iteration 203F: 3 clusters Score -2013912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38540 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11616 members 
Mstep: Class 5 contains 14425 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23563 members 
Mstep: Class 8 contains 9402 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 178510 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39695 members 
Mstep: Class 15 contains 10686 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 229678 members 
Mstep: Class 18 contains 61734 members 
Mstep: Class 19 contains 20312 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10046 members 
Mstep: Class 22 contains 8337 members 
Mstep: Class 23 contains 5816 members 
Mstep: Class 24 contains 15560 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 25 clusters Score -9.083337e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38520 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11617 members 
Mstep: Class 5 contains 14429 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23577 members 
Mstep: Class 8 contains 9406 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 13988 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 178582 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39705 members 
Mstep: Class 15 contains 10693 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 229597 members 
Mstep: Class 18 contains 61733 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10047 members 
Mstep: Class 22 contains 8339 members 
Mstep: Class 23 contains 5816 members 
Mstep: Class 24 contains 15554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833392.000000 Penalty: 80247.148438
Iteration 120F: 25 clusters Score -9.083339e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38492 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11617 members 
Mstep: Class 5 contains 14431 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23594 members 
Mstep: Class 8 contains 9410 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 13986 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 178652 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39710 members 
Mstep: Class 15 contains 10693 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 229525 members 
Mstep: Class 18 contains 61729 members 
Mstep: Class 19 contains 20308 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10046 members 
Mstep: Class 22 contains 8341 members 
Mstep: Class 23 contains 5816 members 
Mstep: Class 24 contains 15559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833352.000000 Penalty: 80247.148438
Iteration 121Q: 25 clusters Score -9.083335e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38471 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11621 members 
Mstep: Class 5 contains 14436 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23608 members 
Mstep: Class 8 contains 9412 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 13986 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 178720 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39726 members 
Mstep: Class 15 contains 10692 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 229444 members 
Mstep: Class 18 contains 61724 members 
Mstep: Class 19 contains 20308 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10042 members 
Mstep: Class 22 contains 8341 members 
Mstep: Class 23 contains 5816 members 
Mstep: Class 24 contains 15563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833384.000000 Penalty: 80247.148438
Iteration 122Q: 25 clusters Score -9.083338e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38452 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11620 members 
Mstep: Class 5 contains 14438 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23618 members 
Mstep: Class 8 contains 9412 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 13984 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 178807 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39734 members 
Mstep: Class 15 contains 10691 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 229353 members 
Mstep: Class 18 contains 61719 members 
Mstep: Class 19 contains 20310 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10039 members 
Mstep: Class 22 contains 8342 members 
Mstep: Class 23 contains 5817 members 
Mstep: Class 24 contains 15574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833432.000000 Penalty: 80247.148438
Iteration 123Q: 25 clusters Score -9.083343e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38426 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11616 members 
Mstep: Class 5 contains 14435 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23629 members 
Mstep: Class 8 contains 9413 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 13984 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 178865 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39738 members 
Mstep: Class 15 contains 10691 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 229317 members 
Mstep: Class 18 contains 61720 members 
Mstep: Class 19 contains 20312 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10029 members 
Mstep: Class 22 contains 8343 members 
Mstep: Class 23 contains 5817 members 
Mstep: Class 24 contains 15574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833488.000000 Penalty: 80247.148438
Iteration 124Q: 25 clusters Score -9.083349e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38409 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11615 members 
Mstep: Class 5 contains 14431 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23641 members 
Mstep: Class 8 contains 9415 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 13983 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 178918 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39740 members 
Mstep: Class 15 contains 10692 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 229270 members 
Mstep: Class 18 contains 61721 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10023 members 
Mstep: Class 22 contains 8346 members 
Mstep: Class 23 contains 5817 members 
Mstep: Class 24 contains 15573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833584.000000 Penalty: 80247.148438
Iteration 125Q: 25 clusters Score -9.083358e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38390 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11616 members 
Mstep: Class 5 contains 14428 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23652 members 
Mstep: Class 8 contains 9412 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 13983 members 
Mstep: Class 11 contains 10114 members 
Mstep: Class 12 contains 178948 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39739 members 
Mstep: Class 15 contains 10693 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 229244 members 
Mstep: Class 18 contains 61718 members 
Mstep: Class 19 contains 20317 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10019 members 
Mstep: Class 22 contains 8349 members 
Mstep: Class 23 contains 5818 members 
Mstep: Class 24 contains 15584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833536.000000 Penalty: 80247.148438
Iteration 126Q: 25 clusters Score -9.083354e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38367 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11616 members 
Mstep: Class 5 contains 14426 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23654 members 
Mstep: Class 8 contains 9410 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 13986 members 
Mstep: Class 11 contains 10114 members 
Mstep: Class 12 contains 178990 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39745 members 
Mstep: Class 15 contains 10697 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 229220 members 
Mstep: Class 18 contains 61715 members 
Mstep: Class 19 contains 20315 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10018 members 
Mstep: Class 22 contains 8351 members 
Mstep: Class 23 contains 5818 members 
Mstep: Class 24 contains 15582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833552.000000 Penalty: 80247.148438
Iteration 127Q: 25 clusters Score -9.083355e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38354 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11613 members 
Mstep: Class 5 contains 14424 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23663 members 
Mstep: Class 8 contains 9410 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 10114 members 
Mstep: Class 12 contains 179011 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39747 members 
Mstep: Class 15 contains 10701 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 229212 members 
Mstep: Class 18 contains 61708 members 
Mstep: Class 19 contains 20314 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10018 members 
Mstep: Class 22 contains 8352 members 
Mstep: Class 23 contains 5818 members 
Mstep: Class 24 contains 15578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833600.000000 Penalty: 80247.148438
Iteration 128Q: 25 clusters Score -9.08336e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38340 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11613 members 
Mstep: Class 5 contains 14423 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23669 members 
Mstep: Class 8 contains 9409 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 13989 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 179031 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39759 members 
Mstep: Class 15 contains 10705 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 229187 members 
Mstep: Class 18 contains 61702 members 
Mstep: Class 19 contains 20310 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10020 members 
Mstep: Class 22 contains 8352 members 
Mstep: Class 23 contains 5818 members 
Mstep: Class 24 contains 15582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833464.000000 Penalty: 80247.148438
Iteration 129Q: 25 clusters Score -9.083346e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38327 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11613 members 
Mstep: Class 5 contains 14424 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23673 members 
Mstep: Class 8 contains 9409 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 13988 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 179047 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39774 members 
Mstep: Class 15 contains 10713 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 229152 members 
Mstep: Class 18 contains 61704 members 
Mstep: Class 19 contains 20309 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10019 members 
Mstep: Class 22 contains 8352 members 
Mstep: Class 23 contains 5818 members 
Mstep: Class 24 contains 15586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833576.000000 Penalty: 80247.148438
Iteration 130Q: 25 clusters Score -9.083358e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38309 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11609 members 
Mstep: Class 5 contains 14426 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23675 members 
Mstep: Class 8 contains 9409 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 13988 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 179064 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39778 members 
Mstep: Class 15 contains 10724 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 229133 members 
Mstep: Class 18 contains 61704 members 
Mstep: Class 19 contains 20308 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10021 members 
Mstep: Class 22 contains 8352 members 
Mstep: Class 23 contains 5818 members 
Mstep: Class 24 contains 15587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833688.000000 Penalty: 80247.148438
Iteration 131Q: 25 clusters Score -9.083369e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38299 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11606 members 
Mstep: Class 5 contains 14425 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23679 members 
Mstep: Class 8 contains 9410 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 13989 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 179085 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39777 members 
Mstep: Class 15 contains 10729 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 229110 members 
Mstep: Class 18 contains 61709 members 
Mstep: Class 19 contains 20310 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10023 members 
Mstep: Class 22 contains 8354 members 
Mstep: Class 23 contains 5818 members 
Mstep: Class 24 contains 15582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833696.000000 Penalty: 80247.148438
Iteration 132Q: 25 clusters Score -9.08337e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38286 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11605 members 
Mstep: Class 5 contains 14425 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23684 members 
Mstep: Class 8 contains 9406 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 13991 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 179098 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39781 members 
Mstep: Class 15 contains 10731 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 229096 members 
Mstep: Class 18 contains 61710 members 
Mstep: Class 19 contains 20312 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10022 members 
Mstep: Class 22 contains 8355 members 
Mstep: Class 23 contains 5818 members 
Mstep: Class 24 contains 15585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833864.000000 Penalty: 80247.148438
Iteration 133Q: 25 clusters Score -9.083386e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38271 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11605 members 
Mstep: Class 5 contains 14426 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23690 members 
Mstep: Class 8 contains 9413 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 13991 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 179097 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39794 members 
Mstep: Class 15 contains 10733 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 229090 members 
Mstep: Class 18 contains 61705 members 
Mstep: Class 19 contains 20310 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10023 members 
Mstep: Class 22 contains 8355 members 
Mstep: Class 23 contains 5818 members 
Mstep: Class 24 contains 15584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833912.000000 Penalty: 80247.148438
Iteration 134Q: 25 clusters Score -9.083391e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38264 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11605 members 
Mstep: Class 5 contains 14425 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23700 members 
Mstep: Class 8 contains 9419 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 13990 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 179099 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39807 members 
Mstep: Class 15 contains 10734 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 229085 members 
Mstep: Class 18 contains 61702 members 
Mstep: Class 19 contains 20308 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10020 members 
Mstep: Class 22 contains 8355 members 
Mstep: Class 23 contains 5819 members 
Mstep: Class 24 contains 15571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833896.000000 Penalty: 80247.148438
Iteration 135Q: 25 clusters Score -9.08339e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38254 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11605 members 
Mstep: Class 5 contains 14427 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23712 members 
Mstep: Class 8 contains 9422 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 13991 members 
Mstep: Class 11 contains 10117 members 
Mstep: Class 12 contains 179102 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39817 members 
Mstep: Class 15 contains 10734 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 229079 members 
Mstep: Class 18 contains 61700 members 
Mstep: Class 19 contains 20309 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10020 members 
Mstep: Class 22 contains 8355 members 
Mstep: Class 23 contains 5820 members 
Mstep: Class 24 contains 15556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833976.000000 Penalty: 80247.148438
Iteration 136Q: 25 clusters Score -9.083398e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38241 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11606 members 
Mstep: Class 5 contains 14428 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23722 members 
Mstep: Class 8 contains 9422 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 10117 members 
Mstep: Class 12 contains 179105 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39831 members 
Mstep: Class 15 contains 10734 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 229071 members 
Mstep: Class 18 contains 61698 members 
Mstep: Class 19 contains 20308 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10020 members 
Mstep: Class 22 contains 8355 members 
Mstep: Class 23 contains 5822 members 
Mstep: Class 24 contains 15547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834096.000000 Penalty: 80247.148438
Iteration 137Q: 25 clusters Score -9.08341e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38229 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11606 members 
Mstep: Class 5 contains 14429 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23736 members 
Mstep: Class 8 contains 9421 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 13993 members 
Mstep: Class 11 contains 10117 members 
Mstep: Class 12 contains 179078 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39839 members 
Mstep: Class 15 contains 10735 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 229092 members 
Mstep: Class 18 contains 61694 members 
Mstep: Class 19 contains 20308 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10020 members 
Mstep: Class 22 contains 8356 members 
Mstep: Class 23 contains 5824 members 
Mstep: Class 24 contains 15542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834056.000000 Penalty: 80247.148438
Iteration 138Q: 25 clusters Score -9.083406e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38224 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11607 members 
Mstep: Class 5 contains 14428 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23745 members 
Mstep: Class 8 contains 9421 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 13994 members 
Mstep: Class 11 contains 10118 members 
Mstep: Class 12 contains 179048 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39848 members 
Mstep: Class 15 contains 10734 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 229117 members 
Mstep: Class 18 contains 61688 members 
Mstep: Class 19 contains 20308 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10020 members 
Mstep: Class 22 contains 8357 members 
Mstep: Class 23 contains 5826 members 
Mstep: Class 24 contains 15535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834112.000000 Penalty: 80247.148438
Iteration 139Q: 25 clusters Score -9.083411e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38217 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11607 members 
Mstep: Class 5 contains 14426 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23756 members 
Mstep: Class 8 contains 9419 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 10118 members 
Mstep: Class 12 contains 179023 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39862 members 
Mstep: Class 15 contains 10733 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 229137 members 
Mstep: Class 18 contains 61685 members 
Mstep: Class 19 contains 20306 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10019 members 
Mstep: Class 22 contains 8359 members 
Mstep: Class 23 contains 5831 members 
Mstep: Class 24 contains 15528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834024.000000 Penalty: 80247.148438
Iteration 140F: 25 clusters Score -9.083402e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38214 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11606 members 
Mstep: Class 5 contains 14422 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23762 members 
Mstep: Class 8 contains 9419 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 10118 members 
Mstep: Class 12 contains 179007 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39874 members 
Mstep: Class 15 contains 10733 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 229151 members 
Mstep: Class 18 contains 61677 members 
Mstep: Class 19 contains 20304 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10019 members 
Mstep: Class 22 contains 8363 members 
Mstep: Class 23 contains 5838 members 
Mstep: Class 24 contains 15519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834128.000000 Penalty: 80247.148438
Iteration 141Q: 25 clusters Score -9.083413e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38208 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11605 members 
Mstep: Class 5 contains 14418 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23775 members 
Mstep: Class 8 contains 9417 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 13994 members 
Mstep: Class 11 contains 10117 members 
Mstep: Class 12 contains 178974 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39889 members 
Mstep: Class 15 contains 10733 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 229171 members 
Mstep: Class 18 contains 61668 members 
Mstep: Class 19 contains 20302 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10019 members 
Mstep: Class 22 contains 8365 members 
Mstep: Class 23 contains 5842 members 
Mstep: Class 24 contains 15521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834072.000000 Penalty: 80247.148438
Iteration 142Q: 25 clusters Score -9.083407e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38201 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11605 members 
Mstep: Class 5 contains 14414 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23784 members 
Mstep: Class 8 contains 9418 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 10117 members 
Mstep: Class 12 contains 178940 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39902 members 
Mstep: Class 15 contains 10733 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 229215 members 
Mstep: Class 18 contains 61655 members 
Mstep: Class 19 contains 20302 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10017 members 
Mstep: Class 22 contains 8368 members 
Mstep: Class 23 contains 5847 members 
Mstep: Class 24 contains 15508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834016.000000 Penalty: 80247.148438
Iteration 143Q: 25 clusters Score -9.083402e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38191 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11608 members 
Mstep: Class 5 contains 14410 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23792 members 
Mstep: Class 8 contains 9417 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 178904 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39913 members 
Mstep: Class 15 contains 10734 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 229245 members 
Mstep: Class 18 contains 61650 members 
Mstep: Class 19 contains 20303 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10016 members 
Mstep: Class 22 contains 8370 members 
Mstep: Class 23 contains 5850 members 
Mstep: Class 24 contains 15507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833928.000000 Penalty: 80247.148438
Iteration 144Q: 25 clusters Score -9.083393e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38184 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11607 members 
Mstep: Class 5 contains 14412 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23799 members 
Mstep: Class 8 contains 9419 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 13993 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 178871 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39928 members 
Mstep: Class 15 contains 10736 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 229267 members 
Mstep: Class 18 contains 61644 members 
Mstep: Class 19 contains 20303 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10012 members 
Mstep: Class 22 contains 8371 members 
Mstep: Class 23 contains 5853 members 
Mstep: Class 24 contains 15503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834016.000000 Penalty: 80247.148438
Iteration 145Q: 25 clusters Score -9.083402e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38175 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11603 members 
Mstep: Class 5 contains 14412 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23814 members 
Mstep: Class 8 contains 9415 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 13991 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 178848 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39946 members 
Mstep: Class 15 contains 10740 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 229290 members 
Mstep: Class 18 contains 61638 members 
Mstep: Class 19 contains 20302 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10009 members 
Mstep: Class 22 contains 8372 members 
Mstep: Class 23 contains 5855 members 
Mstep: Class 24 contains 15491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833992.000000 Penalty: 80247.148438
Iteration 146Q: 25 clusters Score -9.083399e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38172 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11604 members 
Mstep: Class 5 contains 14412 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23827 members 
Mstep: Class 8 contains 9417 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 13990 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 178822 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39968 members 
Mstep: Class 15 contains 10742 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 229312 members 
Mstep: Class 18 contains 61634 members 
Mstep: Class 19 contains 20302 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10006 members 
Mstep: Class 22 contains 8373 members 
Mstep: Class 23 contains 5857 members 
Mstep: Class 24 contains 15463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834064.000000 Penalty: 80247.148438
Iteration 147Q: 25 clusters Score -9.083406e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38170 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11603 members 
Mstep: Class 5 contains 14412 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23833 members 
Mstep: Class 8 contains 9414 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 13991 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 178794 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 39994 members 
Mstep: Class 15 contains 10745 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 229330 members 
Mstep: Class 18 contains 61629 members 
Mstep: Class 19 contains 20300 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 10004 members 
Mstep: Class 22 contains 8377 members 
Mstep: Class 23 contains 5860 members 
Mstep: Class 24 contains 15444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834080.000000 Penalty: 80247.148438
Iteration 148Q: 25 clusters Score -9.083408e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38167 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11600 members 
Mstep: Class 5 contains 14413 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23846 members 
Mstep: Class 8 contains 9412 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 13991 members 
Mstep: Class 11 contains 10117 members 
Mstep: Class 12 contains 178763 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40020 members 
Mstep: Class 15 contains 10748 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 229344 members 
Mstep: Class 18 contains 61622 members 
Mstep: Class 19 contains 20300 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9999 members 
Mstep: Class 22 contains 8380 members 
Mstep: Class 23 contains 5861 members 
Mstep: Class 24 contains 15434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833984.000000 Penalty: 80247.148438
Iteration 149Q: 25 clusters Score -9.083398e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38156 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11603 members 
Mstep: Class 5 contains 14421 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23854 members 
Mstep: Class 8 contains 9411 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 13991 members 
Mstep: Class 11 contains 10118 members 
Mstep: Class 12 contains 178735 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40046 members 
Mstep: Class 15 contains 10749 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 229350 members 
Mstep: Class 18 contains 61616 members 
Mstep: Class 19 contains 20302 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9995 members 
Mstep: Class 22 contains 8384 members 
Mstep: Class 23 contains 5862 members 
Mstep: Class 24 contains 15424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833992.000000 Penalty: 80247.148438
Iteration 150Q: 25 clusters Score -9.083399e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38145 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11601 members 
Mstep: Class 5 contains 14423 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23870 members 
Mstep: Class 8 contains 9411 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 10118 members 
Mstep: Class 12 contains 178707 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40076 members 
Mstep: Class 15 contains 10753 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 229351 members 
Mstep: Class 18 contains 61613 members 
Mstep: Class 19 contains 20298 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9995 members 
Mstep: Class 22 contains 8392 members 
Mstep: Class 23 contains 5862 members 
Mstep: Class 24 contains 15410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834000.000000 Penalty: 80247.148438
Iteration 151Q: 25 clusters Score -9.0834e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38137 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11601 members 
Mstep: Class 5 contains 14427 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23887 members 
Mstep: Class 8 contains 9412 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 10117 members 
Mstep: Class 12 contains 178700 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40111 members 
Mstep: Class 15 contains 10750 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 229359 members 
Mstep: Class 18 contains 61608 members 
Mstep: Class 19 contains 20298 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9988 members 
Mstep: Class 22 contains 8400 members 
Mstep: Class 23 contains 5862 members 
Mstep: Class 24 contains 15370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90833968.000000 Penalty: 80247.148438
Iteration 152Q: 25 clusters Score -9.083397e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38135 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11600 members 
Mstep: Class 5 contains 14430 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23890 members 
Mstep: Class 8 contains 9417 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 13990 members 
Mstep: Class 11 contains 10118 members 
Mstep: Class 12 contains 178681 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40157 members 
Mstep: Class 15 contains 10749 members 
Mstep: Class 16 contains 691 members 
Mstep: Class 17 contains 229362 members 
Mstep: Class 18 contains 61604 members 
Mstep: Class 19 contains 20299 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9985 members 
Mstep: Class 22 contains 8407 members 
Mstep: Class 23 contains 5862 members 
Mstep: Class 24 contains 15333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834096.000000 Penalty: 80247.148438
Iteration 153Q: 25 clusters Score -9.08341e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38125 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11601 members 
Mstep: Class 5 contains 14431 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23908 members 
Mstep: Class 8 contains 9420 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 13990 members 
Mstep: Class 11 contains 10118 members 
Mstep: Class 12 contains 178662 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40215 members 
Mstep: Class 15 contains 10750 members 
Mstep: Class 16 contains 691 members 
Mstep: Class 17 contains 229365 members 
Mstep: Class 18 contains 61600 members 
Mstep: Class 19 contains 20299 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9980 members 
Mstep: Class 22 contains 8414 members 
Mstep: Class 23 contains 5862 members 
Mstep: Class 24 contains 15279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834136.000000 Penalty: 80247.148438
Iteration 154Q: 25 clusters Score -9.083414e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38115 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11600 members 
Mstep: Class 5 contains 14439 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23937 members 
Mstep: Class 8 contains 9419 members 
Mstep: Class 9 contains 5506 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 10118 members 
Mstep: Class 12 contains 178613 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40251 members 
Mstep: Class 15 contains 10749 members 
Mstep: Class 16 contains 691 members 
Mstep: Class 17 contains 229398 members 
Mstep: Class 18 contains 61600 members 
Mstep: Class 19 contains 20298 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9974 members 
Mstep: Class 22 contains 8421 members 
Mstep: Class 23 contains 5862 members 
Mstep: Class 24 contains 15233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834152.000000 Penalty: 80247.148438
Iteration 155Q: 25 clusters Score -9.083415e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38104 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11601 members 
Mstep: Class 5 contains 14447 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 23974 members 
Mstep: Class 8 contains 9421 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 13991 members 
Mstep: Class 11 contains 10117 members 
Mstep: Class 12 contains 178583 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40284 members 
Mstep: Class 15 contains 10751 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 229393 members 
Mstep: Class 18 contains 61600 members 
Mstep: Class 19 contains 20296 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9969 members 
Mstep: Class 22 contains 8426 members 
Mstep: Class 23 contains 5862 members 
Mstep: Class 24 contains 15202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834056.000000 Penalty: 80247.148438
Iteration 156Q: 25 clusters Score -9.083406e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38084 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11599 members 
Mstep: Class 5 contains 14452 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24014 members 
Mstep: Class 8 contains 9425 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 13991 members 
Mstep: Class 11 contains 10117 members 
Mstep: Class 12 contains 178539 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40313 members 
Mstep: Class 15 contains 10753 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 229400 members 
Mstep: Class 18 contains 61597 members 
Mstep: Class 19 contains 20291 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9960 members 
Mstep: Class 22 contains 8427 members 
Mstep: Class 23 contains 5862 members 
Mstep: Class 24 contains 15197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834024.000000 Penalty: 80247.148438
Iteration 157Q: 25 clusters Score -9.083402e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38069 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 11599 members 
Mstep: Class 5 contains 14459 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24046 members 
Mstep: Class 8 contains 9427 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 13994 members 
Mstep: Class 11 contains 10117 members 
Mstep: Class 12 contains 178483 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40335 members 
Mstep: Class 15 contains 10756 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 229406 members 
Mstep: Class 18 contains 61593 members 
Mstep: Class 19 contains 20291 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 8427 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 15204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834104.000000 Penalty: 80247.148438
Iteration 158Q: 25 clusters Score -9.08341e+07 nChanged 323
Entering ConstructFrom: 
Score: -90834104.000000 Penalty: 80247.148438
Entering ConstructFrom: 
Trying to split cluster 1 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -124950.984375 Penalty: 1736.985596
	Iteration 0F: 2 clusters Score -124951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -123011.656250 Penalty: 3473.971191
	Iteration 0F: 3 clusters Score -123011.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -123515.226562 Penalty: 3473.971191
	Iteration 1F: 3 clusters Score -123515.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -123861.890625 Penalty: 3473.971191
	Iteration 2F: 3 clusters Score -123861.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -124108.929688 Penalty: 3473.971191
	Iteration 3F: 3 clusters Score -124108.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -124268.054688 Penalty: 3473.971191
	Iteration 4F: 3 clusters Score -124268.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -124373.546875 Penalty: 3473.971191
	Iteration 5Q: 3 clusters Score -124373.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -124464.468750 Penalty: 3473.971191
	Iteration 6Q: 3 clusters Score -124464.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -124512.453125 Penalty: 3473.971191
	Iteration 7Q: 3 clusters Score -124512.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -124598.015625 Penalty: 3473.971191
	Iteration 8Q: 3 clusters Score -124598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -124630.625000 Penalty: 3473.971191
	Iteration 9Q: 3 clusters Score -124630.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -124644.343750 Penalty: 3473.971191
	Iteration 10Q: 3 clusters Score -124644.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -124692.070312 Penalty: 3473.971191
	Iteration 11Q: 3 clusters Score -124692.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -124724.398438 Penalty: 3473.971191
	Iteration 12Q: 3 clusters Score -124724.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -124734.890625 Penalty: 3473.971191
	Iteration 13Q: 3 clusters Score -124734.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -124757.664062 Penalty: 3473.971191
	Iteration 14Q: 3 clusters Score -124757.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -124765.734375 Penalty: 3473.971191
	Iteration 15Q: 3 clusters Score -124765.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -124766.500000 Penalty: 3473.971191
	Iteration 16Q: 3 clusters Score -124766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -124767.648438 Penalty: 3473.971191
	Iteration 17Q: 3 clusters Score -124767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -124770.906250 Penalty: 3473.971191
	Iteration 18Q: 3 clusters Score -124770.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -124774.265625 Penalty: 3473.971191
	Iteration 19Q: 3 clusters Score -124774.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -124776.687500 Penalty: 3473.971191
	Iteration 20F: 3 clusters Score -124776.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -124777.992188 Penalty: 3473.971191
	Iteration 21Q: 3 clusters Score -124778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -124779.859375 Penalty: 3473.971191
	Iteration 22Q: 3 clusters Score -124779.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -124791.703125 Penalty: 3473.971191
	Iteration 23Q: 3 clusters Score -124791.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -124803.914062 Penalty: 3473.971191
	Iteration 24Q: 3 clusters Score -124803.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -124806.289062 Penalty: 3473.971191
	Iteration 25Q: 3 clusters Score -124806.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -124806.289062 Penalty: 3473.971191
	Iteration 26F: 3 clusters Score -124806.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Entering Unmasked Estep 
Score: -4864664.000000 Penalty: 2615.616455
	Iteration 0F: 2 clusters Score -4864664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -4838814.500000 Penalty: 5231.232910
	Iteration 0F: 3 clusters Score -4838814 nChanged 17316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -4848576.000000 Penalty: 5231.232910
	Iteration 1F: 3 clusters Score -4848576 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -4849443.500000 Penalty: 5231.232910
	Iteration 2F: 3 clusters Score -4849444 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -4850394.000000 Penalty: 5231.232910
	Iteration 3F: 3 clusters Score -4850394 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -4851479.500000 Penalty: 5231.232910
	Iteration 4F: 3 clusters Score -4851480 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -4852851.500000 Penalty: 5231.232910
	Iteration 5F: 3 clusters Score -4852852 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -4854521.500000 Penalty: 5231.232910
	Iteration 6F: 3 clusters Score -4854522 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -4856424.500000 Penalty: 5231.232910
	Iteration 7F: 3 clusters Score -4856424 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -4858304.000000 Penalty: 5231.232910
	Iteration 8F: 3 clusters Score -4858304 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -4859982.000000 Penalty: 5231.232910
	Iteration 9F: 3 clusters Score -4859982 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -4861174.000000 Penalty: 5231.232910
	Iteration 10Q: 3 clusters Score -4861174 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -4861854.500000 Penalty: 5231.232910
	Iteration 11Q: 3 clusters Score -4861854 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4862265.500000 Penalty: 5231.232910
	Iteration 12Q: 3 clusters Score -4862266 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4862538.500000 Penalty: 5231.232910
	Iteration 13Q: 3 clusters Score -4862538 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4862693.500000 Penalty: 5231.232910
	Iteration 14Q: 3 clusters Score -4862694 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4862805.500000 Penalty: 5231.232910
	Iteration 15Q: 3 clusters Score -4862806 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4862892.500000 Penalty: 5231.232910
	Iteration 16Q: 3 clusters Score -4862892 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4862951.000000 Penalty: 5231.232910
	Iteration 17Q: 3 clusters Score -4862951 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4863018.500000 Penalty: 5231.232910
	Iteration 18Q: 3 clusters Score -4863018 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4863058.500000 Penalty: 5231.232910
	Iteration 19Q: 3 clusters Score -4863058 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4863092.000000 Penalty: 5231.232910
	Iteration 20F: 3 clusters Score -4863092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4863107.500000 Penalty: 5231.232910
	Iteration 21Q: 3 clusters Score -4863108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4863121.500000 Penalty: 5231.232910
	Iteration 22Q: 3 clusters Score -4863122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4863131.500000 Penalty: 5231.232910
	Iteration 23Q: 3 clusters Score -4863132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4863141.500000 Penalty: 5231.232910
	Iteration 24Q: 3 clusters Score -4863142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4863147.000000 Penalty: 5231.232910
	Iteration 25Q: 3 clusters Score -4863147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4863153.500000 Penalty: 5231.232910
	Iteration 26Q: 3 clusters Score -4863154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4863165.000000 Penalty: 5231.232910
	Iteration 27Q: 3 clusters Score -4863165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4863184.500000 Penalty: 5231.232910
	Iteration 28Q: 3 clusters Score -4863184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4863191.500000 Penalty: 5231.232910
	Iteration 29Q: 3 clusters Score -4863192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4863189.500000 Penalty: 5231.232910
	Iteration 30Q: 3 clusters Score -4863190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4863192.000000 Penalty: 5231.232910
	Iteration 31Q: 3 clusters Score -4863192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4863199.000000 Penalty: 5231.232910
	Iteration 32Q: 3 clusters Score -4863199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4863201.500000 Penalty: 5231.232910
	Iteration 33Q: 3 clusters Score -4863202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4863198.500000 Penalty: 5231.232910
	Iteration 34Q: 3 clusters Score -4863198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4863198.500000 Penalty: 5231.232910
	Iteration 35Q: 3 clusters Score -4863198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4863198.500000 Penalty: 5231.232910
	Iteration 36F: 3 clusters Score -4863198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Entering Unmasked Estep 
Score: -573440.875000 Penalty: 2090.396240
	Iteration 0F: 2 clusters Score -573440.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -569220.062500 Penalty: 4180.792480
	Iteration 0F: 3 clusters Score -569220.1 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -570214.312500 Penalty: 4180.792480
	Iteration 1F: 3 clusters Score -570214.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -570441.000000 Penalty: 4180.792480
	Iteration 2F: 3 clusters Score -570441 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -570606.125000 Penalty: 4180.792480
	Iteration 3F: 3 clusters Score -570606.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -570740.125000 Penalty: 4180.792480
	Iteration 4Q: 3 clusters Score -570740.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -570875.500000 Penalty: 4180.792480
	Iteration 5Q: 3 clusters Score -570875.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -570998.687500 Penalty: 4180.792480
	Iteration 6Q: 3 clusters Score -570998.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -571139.375000 Penalty: 4180.792480
	Iteration 7Q: 3 clusters Score -571139.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -571261.500000 Penalty: 4180.792480
	Iteration 8Q: 3 clusters Score -571261.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -571382.937500 Penalty: 4180.792480
	Iteration 9Q: 3 clusters Score -571382.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -571514.687500 Penalty: 4180.792480
	Iteration 10Q: 3 clusters Score -571514.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -571641.562500 Penalty: 4180.792480
	Iteration 11Q: 3 clusters Score -571641.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -571760.312500 Penalty: 4180.792480
	Iteration 12Q: 3 clusters Score -571760.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -571936.000000 Penalty: 4180.792480
	Iteration 13Q: 3 clusters Score -571936 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -572211.875000 Penalty: 4180.792480
	Iteration 14Q: 3 clusters Score -572211.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -572656.500000 Penalty: 4180.792480
	Iteration 15Q: 3 clusters Score -572656.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -573445.437500 Penalty: 4180.792480
	Iteration 16Q: 3 clusters Score -573445.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -574221.187500 Penalty: 4180.792480
	Iteration 17Q: 3 clusters Score -574221.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -574366.125000 Penalty: 4180.792480
	Iteration 18Q: 3 clusters Score -574366.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -574435.250000 Penalty: 4180.792480
	Iteration 19Q: 3 clusters Score -574435.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -574473.312500 Penalty: 4180.792480
	Iteration 20F: 3 clusters Score -574473.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -574510.250000 Penalty: 4180.792480
	Iteration 21Q: 3 clusters Score -574510.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -574529.750000 Penalty: 4180.792480
	Iteration 22Q: 3 clusters Score -574529.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -574545.437500 Penalty: 4180.792480
	Iteration 23Q: 3 clusters Score -574545.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -574562.062500 Penalty: 4180.792480
	Iteration 24Q: 3 clusters Score -574562.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -574571.562500 Penalty: 4180.792480
	Iteration 25Q: 3 clusters Score -574571.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -574578.812500 Penalty: 4180.792480
	Iteration 26Q: 3 clusters Score -574578.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -574582.812500 Penalty: 4180.792480
	Iteration 27Q: 3 clusters Score -574582.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -574586.000000 Penalty: 4180.792480
	Iteration 28Q: 3 clusters Score -574586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -574589.750000 Penalty: 4180.792480
	Iteration 29Q: 3 clusters Score -574589.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -574593.312500 Penalty: 4180.792480
	Iteration 30Q: 3 clusters Score -574593.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -574596.625000 Penalty: 4180.792480
	Iteration 31Q: 3 clusters Score -574596.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -574598.125000 Penalty: 4180.792480
	Iteration 32Q: 3 clusters Score -574598.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -574600.562500 Penalty: 4180.792480
	Iteration 33Q: 3 clusters Score -574600.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -574600.437500 Penalty: 4180.792480
	Iteration 34Q: 3 clusters Score -574600.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -574601.812500 Penalty: 4180.792480
	Iteration 35Q: 3 clusters Score -574601.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -574602.812500 Penalty: 4180.792480
	Iteration 36Q: 3 clusters Score -574602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -574602.000000 Penalty: 4180.792480
	Iteration 37Q: 3 clusters Score -574602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -574604.562500 Penalty: 4180.792480
	Iteration 38Q: 3 clusters Score -574604.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -574604.562500 Penalty: 4180.792480
	Iteration 39F: 3 clusters Score -574604.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38057 members 
Mstep: Class 3 contains 2354 members 
Mstep: Class 4 contains 11599 members 
Mstep: Class 5 contains 14463 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24079 members 
Mstep: Class 8 contains 9431 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 13994 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 178429 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40354 members 
Mstep: Class 15 contains 10758 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 229429 members 
Mstep: Class 18 contains 61588 members 
Mstep: Class 19 contains 20290 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9948 members 
Mstep: Class 22 contains 8429 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 15193 members 
Mstep: Class 25 contains 2224 members 
Entering Unmasked Estep 
Score: -90833976.000000 Penalty: 83590.781250
Splitting cluster 3 changes total score from -90834104.000000 to -90833976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (11599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Entering Unmasked Estep 
Score: -1536622.500000 Penalty: 2320.951172
	Iteration 0F: 2 clusters Score -1536622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1527915.375000 Penalty: 4641.902344
	Iteration 0F: 3 clusters Score -1527915 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1530516.625000 Penalty: 4641.902344
	Iteration 1F: 3 clusters Score -1530517 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1530844.250000 Penalty: 4641.902344
	Iteration 2F: 3 clusters Score -1530844 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1531080.500000 Penalty: 4641.902344
	Iteration 3F: 3 clusters Score -1531080 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1531235.750000 Penalty: 4641.902344
	Iteration 4Q: 3 clusters Score -1531236 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1531364.000000 Penalty: 4641.902344
	Iteration 5Q: 3 clusters Score -1531364 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1531483.500000 Penalty: 4641.902344
	Iteration 6Q: 3 clusters Score -1531484 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1531622.875000 Penalty: 4641.902344
	Iteration 7Q: 3 clusters Score -1531623 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1531777.625000 Penalty: 4641.902344
	Iteration 8Q: 3 clusters Score -1531778 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1531975.750000 Penalty: 4641.902344
	Iteration 9Q: 3 clusters Score -1531976 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1532209.375000 Penalty: 4641.902344
	Iteration 10Q: 3 clusters Score -1532209 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1532486.375000 Penalty: 4641.902344
	Iteration 11Q: 3 clusters Score -1532486 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1532855.625000 Penalty: 4641.902344
	Iteration 12Q: 3 clusters Score -1532856 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1533201.875000 Penalty: 4641.902344
	Iteration 13Q: 3 clusters Score -1533202 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1533492.875000 Penalty: 4641.902344
	Iteration 14Q: 3 clusters Score -1533493 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1533765.250000 Penalty: 4641.902344
	Iteration 15Q: 3 clusters Score -1533765 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1533994.625000 Penalty: 4641.902344
	Iteration 16Q: 3 clusters Score -1533995 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1534216.125000 Penalty: 4641.902344
	Iteration 17Q: 3 clusters Score -1534216 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1534408.250000 Penalty: 4641.902344
	Iteration 18Q: 3 clusters Score -1534408 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1534556.000000 Penalty: 4641.902344
	Iteration 19Q: 3 clusters Score -1534556 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1534643.125000 Penalty: 4641.902344
	Iteration 20F: 3 clusters Score -1534643 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1534692.500000 Penalty: 4641.902344
	Iteration 21Q: 3 clusters Score -1534692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1534738.250000 Penalty: 4641.902344
	Iteration 22Q: 3 clusters Score -1534738 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1534769.875000 Penalty: 4641.902344
	Iteration 23Q: 3 clusters Score -1534770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1534800.000000 Penalty: 4641.902344
	Iteration 24Q: 3 clusters Score -1534800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1534822.625000 Penalty: 4641.902344
	Iteration 25Q: 3 clusters Score -1534823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1534844.375000 Penalty: 4641.902344
	Iteration 26Q: 3 clusters Score -1534844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1534860.750000 Penalty: 4641.902344
	Iteration 27Q: 3 clusters Score -1534861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1534871.250000 Penalty: 4641.902344
	Iteration 28Q: 3 clusters Score -1534871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1534876.500000 Penalty: 4641.902344
	Iteration 29Q: 3 clusters Score -1534876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1534878.375000 Penalty: 4641.902344
	Iteration 30Q: 3 clusters Score -1534878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1534878.500000 Penalty: 4641.902344
	Iteration 31Q: 3 clusters Score -1534878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1534880.625000 Penalty: 4641.902344
	Iteration 32Q: 3 clusters Score -1534881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1534882.250000 Penalty: 4641.902344
	Iteration 33Q: 3 clusters Score -1534882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1534882.250000 Penalty: 4641.902344
	Iteration 34F: 3 clusters Score -1534882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Entering Unmasked Estep 
Score: -1885043.750000 Penalty: 2375.678467
	Iteration 0F: 2 clusters Score -1885044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1874557.500000 Penalty: 4751.356934
	Iteration 0F: 3 clusters Score -1874558 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1877783.250000 Penalty: 4751.356934
	Iteration 1F: 3 clusters Score -1877783 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1878082.375000 Penalty: 4751.356934
	Iteration 2F: 3 clusters Score -1878082 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1878345.625000 Penalty: 4751.356934
	Iteration 3Q: 3 clusters Score -1878346 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1878558.000000 Penalty: 4751.356934
	Iteration 4Q: 3 clusters Score -1878558 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1878768.625000 Penalty: 4751.356934
	Iteration 5Q: 3 clusters Score -1878769 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1879021.500000 Penalty: 4751.356934
	Iteration 6Q: 3 clusters Score -1879022 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1879319.000000 Penalty: 4751.356934
	Iteration 7Q: 3 clusters Score -1879319 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1879702.000000 Penalty: 4751.356934
	Iteration 8Q: 3 clusters Score -1879702 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1880163.250000 Penalty: 4751.356934
	Iteration 9Q: 3 clusters Score -1880163 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1880765.375000 Penalty: 4751.356934
	Iteration 10F: 3 clusters Score -1880765 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1881408.625000 Penalty: 4751.356934
	Iteration 11F: 3 clusters Score -1881409 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1882046.125000 Penalty: 4751.356934
	Iteration 12Q: 3 clusters Score -1882046 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1882541.500000 Penalty: 4751.356934
	Iteration 13Q: 3 clusters Score -1882542 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1882847.125000 Penalty: 4751.356934
	Iteration 14Q: 3 clusters Score -1882847 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1882994.000000 Penalty: 4751.356934
	Iteration 15Q: 3 clusters Score -1882994 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1883077.250000 Penalty: 4751.356934
	Iteration 16Q: 3 clusters Score -1883077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1883143.250000 Penalty: 4751.356934
	Iteration 17Q: 3 clusters Score -1883143 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1883205.125000 Penalty: 4751.356934
	Iteration 18Q: 3 clusters Score -1883205 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1883250.500000 Penalty: 4751.356934
	Iteration 19Q: 3 clusters Score -1883250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1883274.125000 Penalty: 4751.356934
	Iteration 20F: 3 clusters Score -1883274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1883291.375000 Penalty: 4751.356934
	Iteration 21Q: 3 clusters Score -1883291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1883297.500000 Penalty: 4751.356934
	Iteration 22Q: 3 clusters Score -1883298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1883301.625000 Penalty: 4751.356934
	Iteration 23Q: 3 clusters Score -1883302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1883306.125000 Penalty: 4751.356934
	Iteration 24Q: 3 clusters Score -1883306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1883304.375000 Penalty: 4751.356934
	Iteration 25Q: 3 clusters Score -1883304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1883312.250000 Penalty: 4751.356934
	Iteration 26Q: 3 clusters Score -1883312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1883314.750000 Penalty: 4751.356934
	Iteration 27Q: 3 clusters Score -1883315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1883315.125000 Penalty: 4751.356934
	Iteration 28Q: 3 clusters Score -1883315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1883315.125000 Penalty: 4751.356934
	Iteration 29F: 3 clusters Score -1883315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -147057.265625 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -147057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -144976.906250 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -144976.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -145951.718750 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -145951.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -146568.703125 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -146568.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -147317.281250 Penalty: 3584.560303
	Iteration 3F: 3 clusters Score -147317.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -147787.843750 Penalty: 3584.560303
	Iteration 4F: 3 clusters Score -147787.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -148116.046875 Penalty: 3584.560303
	Iteration 5Q: 3 clusters Score -148116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -148236.625000 Penalty: 3584.560303
	Iteration 6Q: 3 clusters Score -148236.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -148332.609375 Penalty: 3584.560303
	Iteration 7Q: 3 clusters Score -148332.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -148411.500000 Penalty: 3584.560303
	Iteration 8Q: 3 clusters Score -148411.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -148425.328125 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -148425.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -148428.093750 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -148428.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -148430.234375 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -148430.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -148431.718750 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -148431.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -148433.718750 Penalty: 3584.560303
	Iteration 13Q: 3 clusters Score -148433.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -148450.718750 Penalty: 3584.560303
	Iteration 14F: 3 clusters Score -148450.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -148525.000000 Penalty: 3584.560303
	Iteration 15Q: 3 clusters Score -148525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -148547.640625 Penalty: 3584.560303
	Iteration 16Q: 3 clusters Score -148547.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -148554.234375 Penalty: 3584.560303
	Iteration 17Q: 3 clusters Score -148554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -148556.625000 Penalty: 3584.560303
	Iteration 18Q: 3 clusters Score -148556.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -148556.734375 Penalty: 3584.560303
	Iteration 19F: 3 clusters Score -148556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -148559.500000 Penalty: 3584.560303
	Iteration 20F: 3 clusters Score -148559.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38057 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11599 members 
Mstep: Class 5 contains 14463 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 24079 members 
Mstep: Class 8 contains 9431 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 13994 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 178429 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40354 members 
Mstep: Class 15 contains 10758 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 229429 members 
Mstep: Class 18 contains 61588 members 
Mstep: Class 19 contains 20290 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9948 members 
Mstep: Class 22 contains 8429 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 15193 members 
Mstep: Class 25 contains 890 members 
Entering Unmasked Estep 
Score: -90834032.000000 Penalty: 83590.781250
Splitting cluster 6 changes total score from -90834104.000000 to -90834032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (24079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Entering Unmasked Estep 
Score: -2879895.750000 Penalty: 2502.095703
	Iteration 0F: 2 clusters Score -2879896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2863282.500000 Penalty: 5004.191406
	Iteration 0F: 3 clusters Score -2863282 nChanged 10661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2869098.000000 Penalty: 5004.191406
	Iteration 1F: 3 clusters Score -2869098 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2869603.500000 Penalty: 5004.191406
	Iteration 2F: 3 clusters Score -2869604 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2870052.500000 Penalty: 5004.191406
	Iteration 3Q: 3 clusters Score -2870052 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2870544.500000 Penalty: 5004.191406
	Iteration 4Q: 3 clusters Score -2870544 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2871085.250000 Penalty: 5004.191406
	Iteration 5Q: 3 clusters Score -2871085 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2871637.250000 Penalty: 5004.191406
	Iteration 6Q: 3 clusters Score -2871637 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2872280.250000 Penalty: 5004.191406
	Iteration 7Q: 3 clusters Score -2872280 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2873001.500000 Penalty: 5004.191406
	Iteration 8Q: 3 clusters Score -2873002 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2873759.000000 Penalty: 5004.191406
	Iteration 9Q: 3 clusters Score -2873759 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2874432.750000 Penalty: 5004.191406
	Iteration 10Q: 3 clusters Score -2874433 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2875007.000000 Penalty: 5004.191406
	Iteration 11Q: 3 clusters Score -2875007 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2875441.750000 Penalty: 5004.191406
	Iteration 12Q: 3 clusters Score -2875442 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2875751.750000 Penalty: 5004.191406
	Iteration 13Q: 3 clusters Score -2875752 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2875983.500000 Penalty: 5004.191406
	Iteration 14Q: 3 clusters Score -2875984 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2876162.000000 Penalty: 5004.191406
	Iteration 15Q: 3 clusters Score -2876162 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2876355.750000 Penalty: 5004.191406
	Iteration 16Q: 3 clusters Score -2876356 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2876540.000000 Penalty: 5004.191406
	Iteration 17Q: 3 clusters Score -2876540 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2876715.000000 Penalty: 5004.191406
	Iteration 18Q: 3 clusters Score -2876715 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2876881.000000 Penalty: 5004.191406
	Iteration 19Q: 3 clusters Score -2876881 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2877016.500000 Penalty: 5004.191406
	Iteration 20F: 3 clusters Score -2877016 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2877145.750000 Penalty: 5004.191406
	Iteration 21Q: 3 clusters Score -2877146 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2877260.500000 Penalty: 5004.191406
	Iteration 22Q: 3 clusters Score -2877260 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2877378.750000 Penalty: 5004.191406
	Iteration 23Q: 3 clusters Score -2877379 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2877481.250000 Penalty: 5004.191406
	Iteration 24Q: 3 clusters Score -2877481 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2877566.750000 Penalty: 5004.191406
	Iteration 25Q: 3 clusters Score -2877567 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2877638.000000 Penalty: 5004.191406
	Iteration 26Q: 3 clusters Score -2877638 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2877718.250000 Penalty: 5004.191406
	Iteration 27Q: 3 clusters Score -2877718 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2877792.750000 Penalty: 5004.191406
	Iteration 28Q: 3 clusters Score -2877793 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2877897.250000 Penalty: 5004.191406
	Iteration 29Q: 3 clusters Score -2877897 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2877982.000000 Penalty: 5004.191406
	Iteration 30Q: 3 clusters Score -2877982 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2878123.250000 Penalty: 5004.191406
	Iteration 31Q: 3 clusters Score -2878123 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2878301.750000 Penalty: 5004.191406
	Iteration 32Q: 3 clusters Score -2878302 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2878439.750000 Penalty: 5004.191406
	Iteration 33Q: 3 clusters Score -2878440 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2878515.500000 Penalty: 5004.191406
	Iteration 34Q: 3 clusters Score -2878516 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2878561.750000 Penalty: 5004.191406
	Iteration 35Q: 3 clusters Score -2878562 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2878575.250000 Penalty: 5004.191406
	Iteration 36Q: 3 clusters Score -2878575 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2878600.750000 Penalty: 5004.191406
	Iteration 37Q: 3 clusters Score -2878601 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2878602.750000 Penalty: 5004.191406
	Iteration 38Q: 3 clusters Score -2878603 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2878619.000000 Penalty: 5004.191406
	Iteration 39Q: 3 clusters Score -2878619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2878623.250000 Penalty: 5004.191406
	Iteration 40F: 3 clusters Score -2878623 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2878625.000000 Penalty: 5004.191406
	Iteration 41Q: 3 clusters Score -2878625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2878636.750000 Penalty: 5004.191406
	Iteration 42Q: 3 clusters Score -2878637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2878639.750000 Penalty: 5004.191406
	Iteration 43Q: 3 clusters Score -2878640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2878643.750000 Penalty: 5004.191406
	Iteration 44Q: 3 clusters Score -2878644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2878648.500000 Penalty: 5004.191406
	Iteration 45Q: 3 clusters Score -2878648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2878646.000000 Penalty: 5004.191406
	Iteration 46Q: 3 clusters Score -2878646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2878643.250000 Penalty: 5004.191406
	Iteration 47Q: 3 clusters Score -2878643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2878645.750000 Penalty: 5004.191406
	Iteration 48Q: 3 clusters Score -2878646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2878651.500000 Penalty: 5004.191406
	Iteration 49Q: 3 clusters Score -2878652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2878653.750000 Penalty: 5004.191406
	Iteration 50Q: 3 clusters Score -2878654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2878653.750000 Penalty: 5004.191406
	Iteration 51Q: 3 clusters Score -2878654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2878650.250000 Penalty: 5004.191406
	Iteration 52Q: 3 clusters Score -2878650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2878651.500000 Penalty: 5004.191406
	Iteration 53Q: 3 clusters Score -2878652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2878652.500000 Penalty: 5004.191406
	Iteration 54Q: 3 clusters Score -2878652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2878652.500000 Penalty: 5004.191406
	Iteration 55Q: 3 clusters Score -2878652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2878653.250000 Penalty: 5004.191406
	Iteration 56Q: 3 clusters Score -2878653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2878653.250000 Penalty: 5004.191406
	Iteration 57Q: 3 clusters Score -2878653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2878653.000000 Penalty: 5004.191406
	Iteration 58Q: 3 clusters Score -2878653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2878654.750000 Penalty: 5004.191406
	Iteration 59Q: 3 clusters Score -2878655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2878654.750000 Penalty: 5004.191406
	Iteration 60F: 3 clusters Score -2878655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Entering Unmasked Estep 
Score: -1250126.750000 Penalty: 2269.635742
	Iteration 0F: 2 clusters Score -1250127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1242859.375000 Penalty: 4539.271484
	Iteration 0F: 3 clusters Score -1242859 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1244833.375000 Penalty: 4539.271484
	Iteration 1F: 3 clusters Score -1244833 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1245095.250000 Penalty: 4539.271484
	Iteration 2F: 3 clusters Score -1245095 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1245254.625000 Penalty: 4539.271484
	Iteration 3Q: 3 clusters Score -1245255 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1245362.625000 Penalty: 4539.271484
	Iteration 4Q: 3 clusters Score -1245363 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1245442.750000 Penalty: 4539.271484
	Iteration 5Q: 3 clusters Score -1245443 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1245501.875000 Penalty: 4539.271484
	Iteration 6Q: 3 clusters Score -1245502 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1245556.750000 Penalty: 4539.271484
	Iteration 7Q: 3 clusters Score -1245557 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1245610.000000 Penalty: 4539.271484
	Iteration 8Q: 3 clusters Score -1245610 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1245664.250000 Penalty: 4539.271484
	Iteration 9Q: 3 clusters Score -1245664 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1245714.750000 Penalty: 4539.271484
	Iteration 10Q: 3 clusters Score -1245715 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1245774.875000 Penalty: 4539.271484
	Iteration 11Q: 3 clusters Score -1245775 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1245844.875000 Penalty: 4539.271484
	Iteration 12Q: 3 clusters Score -1245845 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1245916.375000 Penalty: 4539.271484
	Iteration 13Q: 3 clusters Score -1245916 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1245999.500000 Penalty: 4539.271484
	Iteration 14Q: 3 clusters Score -1246000 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1246089.000000 Penalty: 4539.271484
	Iteration 15Q: 3 clusters Score -1246089 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1246192.625000 Penalty: 4539.271484
	Iteration 16Q: 3 clusters Score -1246193 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1246336.875000 Penalty: 4539.271484
	Iteration 17Q: 3 clusters Score -1246337 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1246518.625000 Penalty: 4539.271484
	Iteration 18Q: 3 clusters Score -1246519 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1246732.875000 Penalty: 4539.271484
	Iteration 19Q: 3 clusters Score -1246733 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1246983.500000 Penalty: 4539.271484
	Iteration 20F: 3 clusters Score -1246984 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1247244.250000 Penalty: 4539.271484
	Iteration 21Q: 3 clusters Score -1247244 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1247470.000000 Penalty: 4539.271484
	Iteration 22Q: 3 clusters Score -1247470 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1247664.375000 Penalty: 4539.271484
	Iteration 23Q: 3 clusters Score -1247664 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1247802.000000 Penalty: 4539.271484
	Iteration 24Q: 3 clusters Score -1247802 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1247893.750000 Penalty: 4539.271484
	Iteration 25Q: 3 clusters Score -1247894 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1247968.625000 Penalty: 4539.271484
	Iteration 26Q: 3 clusters Score -1247969 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1248018.625000 Penalty: 4539.271484
	Iteration 27Q: 3 clusters Score -1248019 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1248066.625000 Penalty: 4539.271484
	Iteration 28Q: 3 clusters Score -1248067 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1248091.625000 Penalty: 4539.271484
	Iteration 29Q: 3 clusters Score -1248092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1248110.750000 Penalty: 4539.271484
	Iteration 30Q: 3 clusters Score -1248111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1248123.625000 Penalty: 4539.271484
	Iteration 31Q: 3 clusters Score -1248124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1248135.250000 Penalty: 4539.271484
	Iteration 32Q: 3 clusters Score -1248135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1248140.875000 Penalty: 4539.271484
	Iteration 33Q: 3 clusters Score -1248141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1248141.125000 Penalty: 4539.271484
	Iteration 34Q: 3 clusters Score -1248141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1248145.875000 Penalty: 4539.271484
	Iteration 35Q: 3 clusters Score -1248146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1248147.750000 Penalty: 4539.271484
	Iteration 36Q: 3 clusters Score -1248148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1248150.125000 Penalty: 4539.271484
	Iteration 37Q: 3 clusters Score -1248150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1248152.000000 Penalty: 4539.271484
	Iteration 38Q: 3 clusters Score -1248152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1248152.000000 Penalty: 4539.271484
	Iteration 39F: 3 clusters Score -1248152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Entering Unmasked Estep 
Score: -722979.875000 Penalty: 2136.126221
	Iteration 0F: 2 clusters Score -722979.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -718129.062500 Penalty: 4272.252441
	Iteration 0F: 3 clusters Score -718129.1 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -719280.875000 Penalty: 4272.252441
	Iteration 1F: 3 clusters Score -719280.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -719472.750000 Penalty: 4272.252441
	Iteration 2F: 3 clusters Score -719472.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -719602.062500 Penalty: 4272.252441
	Iteration 3Q: 3 clusters Score -719602.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -719672.500000 Penalty: 4272.252441
	Iteration 4Q: 3 clusters Score -719672.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -719713.750000 Penalty: 4272.252441
	Iteration 5Q: 3 clusters Score -719713.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -719744.937500 Penalty: 4272.252441
	Iteration 6Q: 3 clusters Score -719744.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -719767.812500 Penalty: 4272.252441
	Iteration 7Q: 3 clusters Score -719767.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -719791.687500 Penalty: 4272.252441
	Iteration 8Q: 3 clusters Score -719791.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -719810.250000 Penalty: 4272.252441
	Iteration 9Q: 3 clusters Score -719810.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -719822.562500 Penalty: 4272.252441
	Iteration 10Q: 3 clusters Score -719822.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -719839.812500 Penalty: 4272.252441
	Iteration 11Q: 3 clusters Score -719839.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -719856.437500 Penalty: 4272.252441
	Iteration 12Q: 3 clusters Score -719856.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -719873.000000 Penalty: 4272.252441
	Iteration 13Q: 3 clusters Score -719873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -719884.000000 Penalty: 4272.252441
	Iteration 14Q: 3 clusters Score -719884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -719895.312500 Penalty: 4272.252441
	Iteration 15Q: 3 clusters Score -719895.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -719911.375000 Penalty: 4272.252441
	Iteration 16Q: 3 clusters Score -719911.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -719929.437500 Penalty: 4272.252441
	Iteration 17Q: 3 clusters Score -719929.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -719947.687500 Penalty: 4272.252441
	Iteration 18Q: 3 clusters Score -719947.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -719979.000000 Penalty: 4272.252441
	Iteration 19Q: 3 clusters Score -719979 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -720004.000000 Penalty: 4272.252441
	Iteration 20F: 3 clusters Score -720004 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -720038.375000 Penalty: 4272.252441
	Iteration 21Q: 3 clusters Score -720038.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -720075.000000 Penalty: 4272.252441
	Iteration 22Q: 3 clusters Score -720075 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -720107.937500 Penalty: 4272.252441
	Iteration 23Q: 3 clusters Score -720107.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -720132.125000 Penalty: 4272.252441
	Iteration 24Q: 3 clusters Score -720132.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -720166.812500 Penalty: 4272.252441
	Iteration 25Q: 3 clusters Score -720166.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -720204.625000 Penalty: 4272.252441
	Iteration 26Q: 3 clusters Score -720204.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -720247.937500 Penalty: 4272.252441
	Iteration 27Q: 3 clusters Score -720247.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -720295.562500 Penalty: 4272.252441
	Iteration 28Q: 3 clusters Score -720295.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -720352.500000 Penalty: 4272.252441
	Iteration 29Q: 3 clusters Score -720352.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -720419.187500 Penalty: 4272.252441
	Iteration 30Q: 3 clusters Score -720419.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -720482.375000 Penalty: 4272.252441
	Iteration 31Q: 3 clusters Score -720482.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -720549.937500 Penalty: 4272.252441
	Iteration 32Q: 3 clusters Score -720549.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -720617.750000 Penalty: 4272.252441
	Iteration 33Q: 3 clusters Score -720617.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -720675.375000 Penalty: 4272.252441
	Iteration 34Q: 3 clusters Score -720675.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -720727.312500 Penalty: 4272.252441
	Iteration 35Q: 3 clusters Score -720727.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -720767.375000 Penalty: 4272.252441
	Iteration 36Q: 3 clusters Score -720767.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -720801.000000 Penalty: 4272.252441
	Iteration 37Q: 3 clusters Score -720801 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -720830.312500 Penalty: 4272.252441
	Iteration 38Q: 3 clusters Score -720830.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -720864.750000 Penalty: 4272.252441
	Iteration 39Q: 3 clusters Score -720864.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -720902.375000 Penalty: 4272.252441
	Iteration 40F: 3 clusters Score -720902.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -720925.375000 Penalty: 4272.252441
	Iteration 41Q: 3 clusters Score -720925.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -720944.750000 Penalty: 4272.252441
	Iteration 42Q: 3 clusters Score -720944.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -720963.875000 Penalty: 4272.252441
	Iteration 43Q: 3 clusters Score -720963.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -720981.562500 Penalty: 4272.252441
	Iteration 44Q: 3 clusters Score -720981.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -720997.062500 Penalty: 4272.252441
	Iteration 45Q: 3 clusters Score -720997.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -721005.937500 Penalty: 4272.252441
	Iteration 46Q: 3 clusters Score -721005.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -721016.375000 Penalty: 4272.252441
	Iteration 47Q: 3 clusters Score -721016.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -721025.187500 Penalty: 4272.252441
	Iteration 48Q: 3 clusters Score -721025.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -721032.437500 Penalty: 4272.252441
	Iteration 49Q: 3 clusters Score -721032.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -721036.812500 Penalty: 4272.252441
	Iteration 50Q: 3 clusters Score -721036.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -721042.187500 Penalty: 4272.252441
	Iteration 51Q: 3 clusters Score -721042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -721043.875000 Penalty: 4272.252441
	Iteration 52Q: 3 clusters Score -721043.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -721044.750000 Penalty: 4272.252441
	Iteration 53Q: 3 clusters Score -721044.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -721047.437500 Penalty: 4272.252441
	Iteration 54Q: 3 clusters Score -721047.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -721049.000000 Penalty: 4272.252441
	Iteration 55Q: 3 clusters Score -721049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -721050.000000 Penalty: 4272.252441
	Iteration 56Q: 3 clusters Score -721050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -721050.937500 Penalty: 4272.252441
	Iteration 57Q: 3 clusters Score -721050.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -721050.937500 Penalty: 4272.252441
	Iteration 58F: 3 clusters Score -721050.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Entering Unmasked Estep 
Score: -1764606.750000 Penalty: 2367.503174
	Iteration 0F: 2 clusters Score -1764607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1754428.250000 Penalty: 4735.006348
	Iteration 0F: 3 clusters Score -1754428 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1757603.250000 Penalty: 4735.006348
	Iteration 1F: 3 clusters Score -1757603 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1757916.875000 Penalty: 4735.006348
	Iteration 2F: 3 clusters Score -1757917 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1758139.250000 Penalty: 4735.006348
	Iteration 3Q: 3 clusters Score -1758139 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1758346.250000 Penalty: 4735.006348
	Iteration 4Q: 3 clusters Score -1758346 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1758563.625000 Penalty: 4735.006348
	Iteration 5Q: 3 clusters Score -1758564 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1758852.375000 Penalty: 4735.006348
	Iteration 6Q: 3 clusters Score -1758852 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1759248.875000 Penalty: 4735.006348
	Iteration 7Q: 3 clusters Score -1759249 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1759729.750000 Penalty: 4735.006348
	Iteration 8F: 3 clusters Score -1759730 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1760328.125000 Penalty: 4735.006348
	Iteration 9F: 3 clusters Score -1760328 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1760887.250000 Penalty: 4735.006348
	Iteration 10F: 3 clusters Score -1760887 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1761389.125000 Penalty: 4735.006348
	Iteration 11Q: 3 clusters Score -1761389 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1761813.375000 Penalty: 4735.006348
	Iteration 12Q: 3 clusters Score -1761813 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1762080.375000 Penalty: 4735.006348
	Iteration 13Q: 3 clusters Score -1762080 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1762238.875000 Penalty: 4735.006348
	Iteration 14Q: 3 clusters Score -1762239 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1762348.000000 Penalty: 4735.006348
	Iteration 15Q: 3 clusters Score -1762348 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1762424.750000 Penalty: 4735.006348
	Iteration 16Q: 3 clusters Score -1762425 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1762481.000000 Penalty: 4735.006348
	Iteration 17Q: 3 clusters Score -1762481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1762514.125000 Penalty: 4735.006348
	Iteration 18Q: 3 clusters Score -1762514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1762523.125000 Penalty: 4735.006348
	Iteration 19Q: 3 clusters Score -1762523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1762541.000000 Penalty: 4735.006348
	Iteration 20F: 3 clusters Score -1762541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1762549.250000 Penalty: 4735.006348
	Iteration 21Q: 3 clusters Score -1762549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1762566.625000 Penalty: 4735.006348
	Iteration 22Q: 3 clusters Score -1762567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1762578.750000 Penalty: 4735.006348
	Iteration 23Q: 3 clusters Score -1762579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1762584.750000 Penalty: 4735.006348
	Iteration 24Q: 3 clusters Score -1762585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1762595.250000 Penalty: 4735.006348
	Iteration 25Q: 3 clusters Score -1762595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1762595.125000 Penalty: 4735.006348
	Iteration 26Q: 3 clusters Score -1762595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1762595.125000 Penalty: 4735.006348
	Iteration 27F: 3 clusters Score -1762595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -1272355.000000 Penalty: 2287.024658
	Iteration 0F: 2 clusters Score -1272355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1264638.125000 Penalty: 4574.049316
	Iteration 0F: 3 clusters Score -1264638 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1266966.750000 Penalty: 4574.049316
	Iteration 1F: 3 clusters Score -1266967 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1267398.625000 Penalty: 4574.049316
	Iteration 2F: 3 clusters Score -1267399 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1267841.000000 Penalty: 4574.049316
	Iteration 3F: 3 clusters Score -1267841 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1268284.000000 Penalty: 4574.049316
	Iteration 4F: 3 clusters Score -1268284 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1268674.875000 Penalty: 4574.049316
	Iteration 5F: 3 clusters Score -1268675 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1268962.125000 Penalty: 4574.049316
	Iteration 6F: 3 clusters Score -1268962 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1269174.875000 Penalty: 4574.049316
	Iteration 7Q: 3 clusters Score -1269175 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1269333.125000 Penalty: 4574.049316
	Iteration 8Q: 3 clusters Score -1269333 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1269435.750000 Penalty: 4574.049316
	Iteration 9Q: 3 clusters Score -1269436 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1269515.250000 Penalty: 4574.049316
	Iteration 10Q: 3 clusters Score -1269515 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1269559.875000 Penalty: 4574.049316
	Iteration 11Q: 3 clusters Score -1269560 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1269589.625000 Penalty: 4574.049316
	Iteration 12Q: 3 clusters Score -1269590 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1269620.875000 Penalty: 4574.049316
	Iteration 13Q: 3 clusters Score -1269621 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1269644.125000 Penalty: 4574.049316
	Iteration 14Q: 3 clusters Score -1269644 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1269675.375000 Penalty: 4574.049316
	Iteration 15Q: 3 clusters Score -1269675 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1269697.250000 Penalty: 4574.049316
	Iteration 16Q: 3 clusters Score -1269697 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1269724.500000 Penalty: 4574.049316
	Iteration 17Q: 3 clusters Score -1269724 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1269748.875000 Penalty: 4574.049316
	Iteration 18Q: 3 clusters Score -1269749 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1269768.875000 Penalty: 4574.049316
	Iteration 19Q: 3 clusters Score -1269769 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1269784.125000 Penalty: 4574.049316
	Iteration 20F: 3 clusters Score -1269784 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1269810.000000 Penalty: 4574.049316
	Iteration 21Q: 3 clusters Score -1269810 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1269839.125000 Penalty: 4574.049316
	Iteration 22Q: 3 clusters Score -1269839 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1269881.375000 Penalty: 4574.049316
	Iteration 23Q: 3 clusters Score -1269881 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1269939.500000 Penalty: 4574.049316
	Iteration 24Q: 3 clusters Score -1269940 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1270016.250000 Penalty: 4574.049316
	Iteration 25Q: 3 clusters Score -1270016 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1270136.625000 Penalty: 4574.049316
	Iteration 26Q: 3 clusters Score -1270137 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1270285.000000 Penalty: 4574.049316
	Iteration 27Q: 3 clusters Score -1270285 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1270421.875000 Penalty: 4574.049316
	Iteration 28Q: 3 clusters Score -1270422 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1270532.125000 Penalty: 4574.049316
	Iteration 29Q: 3 clusters Score -1270532 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1270614.375000 Penalty: 4574.049316
	Iteration 30Q: 3 clusters Score -1270614 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1270670.375000 Penalty: 4574.049316
	Iteration 31Q: 3 clusters Score -1270670 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1270697.125000 Penalty: 4574.049316
	Iteration 32Q: 3 clusters Score -1270697 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1270719.250000 Penalty: 4574.049316
	Iteration 33Q: 3 clusters Score -1270719 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1270740.000000 Penalty: 4574.049316
	Iteration 34Q: 3 clusters Score -1270740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1270761.250000 Penalty: 4574.049316
	Iteration 35Q: 3 clusters Score -1270761 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1270771.875000 Penalty: 4574.049316
	Iteration 36Q: 3 clusters Score -1270772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1270781.625000 Penalty: 4574.049316
	Iteration 37Q: 3 clusters Score -1270782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1270793.250000 Penalty: 4574.049316
	Iteration 38Q: 3 clusters Score -1270793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1270804.625000 Penalty: 4574.049316
	Iteration 39Q: 3 clusters Score -1270805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1270811.000000 Penalty: 4574.049316
	Iteration 40F: 3 clusters Score -1270811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1270819.375000 Penalty: 4574.049316
	Iteration 41Q: 3 clusters Score -1270819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1270824.000000 Penalty: 4574.049316
	Iteration 42Q: 3 clusters Score -1270824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1270828.750000 Penalty: 4574.049316
	Iteration 43Q: 3 clusters Score -1270829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1270831.000000 Penalty: 4574.049316
	Iteration 44Q: 3 clusters Score -1270831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1270832.500000 Penalty: 4574.049316
	Iteration 45Q: 3 clusters Score -1270832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1270836.500000 Penalty: 4574.049316
	Iteration 46Q: 3 clusters Score -1270836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1270841.250000 Penalty: 4574.049316
	Iteration 47Q: 3 clusters Score -1270841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1270838.750000 Penalty: 4574.049316
	Iteration 48Q: 3 clusters Score -1270839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1270840.500000 Penalty: 4574.049316
	Iteration 49Q: 3 clusters Score -1270840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1270840.625000 Penalty: 4574.049316
	Iteration 50Q: 3 clusters Score -1270841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1270841.500000 Penalty: 4574.049316
	Iteration 51Q: 3 clusters Score -1270842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1270844.500000 Penalty: 4574.049316
	Iteration 52Q: 3 clusters Score -1270844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1270851.375000 Penalty: 4574.049316
	Iteration 53Q: 3 clusters Score -1270851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1270848.250000 Penalty: 4574.049316
	Iteration 54Q: 3 clusters Score -1270848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1270848.875000 Penalty: 4574.049316
	Iteration 55Q: 3 clusters Score -1270849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1270851.625000 Penalty: 4574.049316
	Iteration 56Q: 3 clusters Score -1270852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1270852.250000 Penalty: 4574.049316
	Iteration 57Q: 3 clusters Score -1270852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1270855.125000 Penalty: 4574.049316
	Iteration 58Q: 3 clusters Score -1270855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1270854.000000 Penalty: 4574.049316
	Iteration 59Q: 3 clusters Score -1270854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1270854.875000 Penalty: 4574.049316
	Iteration 60F: 3 clusters Score -1270855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1270856.250000 Penalty: 4574.049316
	Iteration 61Q: 3 clusters Score -1270856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1270855.375000 Penalty: 4574.049316
	Iteration 62Q: 3 clusters Score -1270855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1270856.125000 Penalty: 4574.049316
	Iteration 63Q: 3 clusters Score -1270856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1270857.875000 Penalty: 4574.049316
	Iteration 64Q: 3 clusters Score -1270858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1270857.625000 Penalty: 4574.049316
	Iteration 65Q: 3 clusters Score -1270858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1270864.000000 Penalty: 4574.049316
	Iteration 66Q: 3 clusters Score -1270864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1270865.375000 Penalty: 4574.049316
	Iteration 67Q: 3 clusters Score -1270865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1270868.500000 Penalty: 4574.049316
	Iteration 68Q: 3 clusters Score -1270868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1270868.500000 Penalty: 4574.049316
	Iteration 69Q: 3 clusters Score -1270868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1270868.750000 Penalty: 4574.049316
	Iteration 70Q: 3 clusters Score -1270869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1270871.750000 Penalty: 4574.049316
	Iteration 71Q: 3 clusters Score -1270872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1270872.500000 Penalty: 4574.049316
	Iteration 72Q: 3 clusters Score -1270872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1270871.875000 Penalty: 4574.049316
	Iteration 73Q: 3 clusters Score -1270872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1270872.875000 Penalty: 4574.049316
	Iteration 74Q: 3 clusters Score -1270873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1270872.750000 Penalty: 4574.049316
	Iteration 75Q: 3 clusters Score -1270873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1270874.250000 Penalty: 4574.049316
	Iteration 76Q: 3 clusters Score -1270874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1270875.000000 Penalty: 4574.049316
	Iteration 77Q: 3 clusters Score -1270875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1270875.000000 Penalty: 4574.049316
	Iteration 78Q: 3 clusters Score -1270875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1270876.625000 Penalty: 4574.049316
	Iteration 79Q: 3 clusters Score -1270877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1270876.375000 Penalty: 4574.049316
	Iteration 80F: 3 clusters Score -1270876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1270879.750000 Penalty: 4574.049316
	Iteration 81Q: 3 clusters Score -1270880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1270878.250000 Penalty: 4574.049316
	Iteration 82Q: 3 clusters Score -1270878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1270877.750000 Penalty: 4574.049316
	Iteration 83Q: 3 clusters Score -1270878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1270877.000000 Penalty: 4574.049316
	Iteration 84Q: 3 clusters Score -1270877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1270877.000000 Penalty: 4574.049316
	Iteration 85F: 3 clusters Score -1270877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (178429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178429 members 
Entering Unmasked Estep 
Score: -23208332.000000 Penalty: 2998.802490
	Iteration 0F: 2 clusters Score -2.320833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 88990 members 
Entering Unmasked Estep 
Score: -23091802.000000 Penalty: 5997.604980
	Iteration 0F: 3 clusters Score -2.30918e+07 nChanged 85389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92822 members 
Mstep: Class 2 contains 85607 members 
Entering Unmasked Estep 
Score: -23141688.000000 Penalty: 5997.604980
	Iteration 1F: 3 clusters Score -2.314169e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95229 members 
Mstep: Class 2 contains 83200 members 
Entering Unmasked Estep 
Score: -23142942.000000 Penalty: 5997.604980
	Iteration 2Q: 3 clusters Score -2.314294e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -23144632.000000 Penalty: 5997.604980
	Iteration 3Q: 3 clusters Score -2.314463e+07 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104247 members 
Mstep: Class 2 contains 74182 members 
Entering Unmasked Estep 
Score: -23147862.000000 Penalty: 5997.604980
	Iteration 4Q: 3 clusters Score -2.314786e+07 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112071 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -23152898.000000 Penalty: 5997.604980
	Iteration 5F: 3 clusters Score -2.31529e+07 nChanged 12150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122709 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -23160860.000000 Penalty: 5997.604980
	Iteration 6F: 3 clusters Score -2.316086e+07 nChanged 14046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135753 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -23172052.000000 Penalty: 5997.604980
	Iteration 7F: 3 clusters Score -2.317205e+07 nChanged 14042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149305 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -23184702.000000 Penalty: 5997.604980
	Iteration 8F: 3 clusters Score -2.31847e+07 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160477 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -23194478.000000 Penalty: 5997.604980
	Iteration 9F: 3 clusters Score -2.319448e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167551 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -23200570.000000 Penalty: 5997.604980
	Iteration 10Q: 3 clusters Score -2.320057e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171058 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -23203594.000000 Penalty: 5997.604980
	Iteration 11Q: 3 clusters Score -2.320359e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172681 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -23205192.000000 Penalty: 5997.604980
	Iteration 12Q: 3 clusters Score -2.320519e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173465 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -23206062.000000 Penalty: 5997.604980
	Iteration 13Q: 3 clusters Score -2.320606e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173918 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -23206402.000000 Penalty: 5997.604980
	Iteration 14Q: 3 clusters Score -2.32064e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174263 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -23206690.000000 Penalty: 5997.604980
	Iteration 15Q: 3 clusters Score -2.320669e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174525 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -23206866.000000 Penalty: 5997.604980
	Iteration 16Q: 3 clusters Score -2.320687e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174714 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -23206924.000000 Penalty: 5997.604980
	Iteration 17Q: 3 clusters Score -2.320692e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174835 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -23206962.000000 Penalty: 5997.604980
	Iteration 18Q: 3 clusters Score -2.320696e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174926 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -23206984.000000 Penalty: 5997.604980
	Iteration 19Q: 3 clusters Score -2.320698e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175002 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -23207020.000000 Penalty: 5997.604980
	Iteration 20F: 3 clusters Score -2.320702e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175078 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -23207048.000000 Penalty: 5997.604980
	Iteration 21Q: 3 clusters Score -2.320705e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175142 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -23207064.000000 Penalty: 5997.604980
	Iteration 22Q: 3 clusters Score -2.320706e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175189 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -23207064.000000 Penalty: 5997.604980
	Iteration 23Q: 3 clusters Score -2.320706e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175219 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -23207090.000000 Penalty: 5997.604980
	Iteration 24Q: 3 clusters Score -2.320709e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175253 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -23207122.000000 Penalty: 5997.604980
	Iteration 25Q: 3 clusters Score -2.320712e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175281 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -23207120.000000 Penalty: 5997.604980
	Iteration 26Q: 3 clusters Score -2.320712e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175299 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -23207112.000000 Penalty: 5997.604980
	Iteration 27Q: 3 clusters Score -2.320711e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175315 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -23207098.000000 Penalty: 5997.604980
	Iteration 28Q: 3 clusters Score -2.32071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175328 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -23207092.000000 Penalty: 5997.604980
	Iteration 29Q: 3 clusters Score -2.320709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175334 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -23207112.000000 Penalty: 5997.604980
	Iteration 30Q: 3 clusters Score -2.320711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175337 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -23207114.000000 Penalty: 5997.604980
	Iteration 31Q: 3 clusters Score -2.320711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175338 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -23207118.000000 Penalty: 5997.604980
	Iteration 32Q: 3 clusters Score -2.320712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175340 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -23207124.000000 Penalty: 5997.604980
	Iteration 33Q: 3 clusters Score -2.320712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175342 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -23207134.000000 Penalty: 5997.604980
	Iteration 34Q: 3 clusters Score -2.320713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175346 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -23207122.000000 Penalty: 5997.604980
	Iteration 35Q: 3 clusters Score -2.320712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175347 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -23207126.000000 Penalty: 5997.604980
	Iteration 36Q: 3 clusters Score -2.320713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175349 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -23207118.000000 Penalty: 5997.604980
	Iteration 37Q: 3 clusters Score -2.320712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175355 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -23207122.000000 Penalty: 5997.604980
	Iteration 38Q: 3 clusters Score -2.320712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175360 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -23207128.000000 Penalty: 5997.604980
	Iteration 39Q: 3 clusters Score -2.320713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175363 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -23207126.000000 Penalty: 5997.604980
	Iteration 40F: 3 clusters Score -2.320713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175365 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -23207128.000000 Penalty: 5997.604980
	Iteration 41Q: 3 clusters Score -2.320713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175366 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -23207118.000000 Penalty: 5997.604980
	Iteration 42Q: 3 clusters Score -2.320712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175367 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -23207112.000000 Penalty: 5997.604980
	Iteration 43Q: 3 clusters Score -2.320711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175367 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -23207112.000000 Penalty: 5997.604980
	Iteration 44F: 3 clusters Score -2.320711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -66184.406250 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -66184.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64697.367188 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -64697.37 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64973.285156 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -64973.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65132.753906 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -65132.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65270.500000 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -65270.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -65358.183594 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -65358.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65399.171875 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -65399.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -65425.992188 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -65425.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -65450.500000 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -65450.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -65483.812500 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -65483.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65510.511719 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -65510.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -65542.117188 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -65542.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65598.210938 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -65598.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65630.085938 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -65630.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -65656.851562 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -65656.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -65691.984375 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -65691.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -65740.789062 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -65740.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65805.054688 Penalty: 3167.056396
	Iteration 16Q: 3 clusters Score -65805.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65850.914062 Penalty: 3167.056396
	Iteration 17Q: 3 clusters Score -65850.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65939.140625 Penalty: 3167.056396
	Iteration 18Q: 3 clusters Score -65939.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -65998.312500 Penalty: 3167.056396
	Iteration 19Q: 3 clusters Score -65998.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66043.671875 Penalty: 3167.056396
	Iteration 20F: 3 clusters Score -66043.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66052.210938 Penalty: 3167.056396
	Iteration 21Q: 3 clusters Score -66052.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66059.312500 Penalty: 3167.056396
	Iteration 22Q: 3 clusters Score -66059.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66066.453125 Penalty: 3167.056396
	Iteration 23Q: 3 clusters Score -66066.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66079.500000 Penalty: 3167.056396
	Iteration 24Q: 3 clusters Score -66079.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66079.500000 Penalty: 3167.056396
	Iteration 25F: 3 clusters Score -66079.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Entering Unmasked Estep 
Score: -5261791.000000 Penalty: 2630.150635
	Iteration 0F: 2 clusters Score -5261791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -5234430.500000 Penalty: 5260.301270
	Iteration 0F: 3 clusters Score -5234430 nChanged 18509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -5244594.500000 Penalty: 5260.301270
	Iteration 1F: 3 clusters Score -5244594 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -5245153.500000 Penalty: 5260.301270
	Iteration 2Q: 3 clusters Score -5245154 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -5245814.500000 Penalty: 5260.301270
	Iteration 3Q: 3 clusters Score -5245814 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -5246881.500000 Penalty: 5260.301270
	Iteration 4F: 3 clusters Score -5246882 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -5248377.500000 Penalty: 5260.301270
	Iteration 5F: 3 clusters Score -5248378 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -5250364.000000 Penalty: 5260.301270
	Iteration 6F: 3 clusters Score -5250364 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -5252649.000000 Penalty: 5260.301270
	Iteration 7F: 3 clusters Score -5252649 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -5254889.000000 Penalty: 5260.301270
	Iteration 8F: 3 clusters Score -5254889 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -5256482.000000 Penalty: 5260.301270
	Iteration 9Q: 3 clusters Score -5256482 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -5257579.000000 Penalty: 5260.301270
	Iteration 10Q: 3 clusters Score -5257579 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -5258288.000000 Penalty: 5260.301270
	Iteration 11Q: 3 clusters Score -5258288 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -5258711.500000 Penalty: 5260.301270
	Iteration 12Q: 3 clusters Score -5258712 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -5258954.000000 Penalty: 5260.301270
	Iteration 13Q: 3 clusters Score -5258954 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -5259142.000000 Penalty: 5260.301270
	Iteration 14Q: 3 clusters Score -5259142 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -5259279.500000 Penalty: 5260.301270
	Iteration 15Q: 3 clusters Score -5259280 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -5259377.500000 Penalty: 5260.301270
	Iteration 16Q: 3 clusters Score -5259378 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -5259452.500000 Penalty: 5260.301270
	Iteration 17Q: 3 clusters Score -5259452 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -5259487.000000 Penalty: 5260.301270
	Iteration 18Q: 3 clusters Score -5259487 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -5259514.000000 Penalty: 5260.301270
	Iteration 19Q: 3 clusters Score -5259514 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -5259529.500000 Penalty: 5260.301270
	Iteration 20F: 3 clusters Score -5259530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -5259558.000000 Penalty: 5260.301270
	Iteration 21Q: 3 clusters Score -5259558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -5259584.500000 Penalty: 5260.301270
	Iteration 22Q: 3 clusters Score -5259584 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -5259599.000000 Penalty: 5260.301270
	Iteration 23Q: 3 clusters Score -5259599 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -5259618.000000 Penalty: 5260.301270
	Iteration 24Q: 3 clusters Score -5259618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -5259629.500000 Penalty: 5260.301270
	Iteration 25Q: 3 clusters Score -5259630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -5259655.500000 Penalty: 5260.301270
	Iteration 26Q: 3 clusters Score -5259656 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -5259683.500000 Penalty: 5260.301270
	Iteration 27Q: 3 clusters Score -5259684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -5259702.000000 Penalty: 5260.301270
	Iteration 28Q: 3 clusters Score -5259702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -5259710.000000 Penalty: 5260.301270
	Iteration 29Q: 3 clusters Score -5259710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -5259708.000000 Penalty: 5260.301270
	Iteration 30Q: 3 clusters Score -5259708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -5259722.000000 Penalty: 5260.301270
	Iteration 31Q: 3 clusters Score -5259722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -5259732.000000 Penalty: 5260.301270
	Iteration 32Q: 3 clusters Score -5259732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -5259743.500000 Penalty: 5260.301270
	Iteration 33Q: 3 clusters Score -5259744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -5259748.500000 Penalty: 5260.301270
	Iteration 34Q: 3 clusters Score -5259748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -5259758.500000 Penalty: 5260.301270
	Iteration 35Q: 3 clusters Score -5259758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -5259759.500000 Penalty: 5260.301270
	Iteration 36Q: 3 clusters Score -5259760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -5259755.500000 Penalty: 5260.301270
	Iteration 37Q: 3 clusters Score -5259756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -5259754.000000 Penalty: 5260.301270
	Iteration 38Q: 3 clusters Score -5259754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -5259758.000000 Penalty: 5260.301270
	Iteration 39Q: 3 clusters Score -5259758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -5259765.500000 Penalty: 5260.301270
	Iteration 40F: 3 clusters Score -5259766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -5259763.500000 Penalty: 5260.301270
	Iteration 41Q: 3 clusters Score -5259764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -5259768.500000 Penalty: 5260.301270
	Iteration 42Q: 3 clusters Score -5259768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -5259769.500000 Penalty: 5260.301270
	Iteration 43Q: 3 clusters Score -5259770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -5259769.500000 Penalty: 5260.301270
	Iteration 44Q: 3 clusters Score -5259770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -5259771.500000 Penalty: 5260.301270
	Iteration 45Q: 3 clusters Score -5259772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5259774.500000 Penalty: 5260.301270
	Iteration 46Q: 3 clusters Score -5259774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -5259776.000000 Penalty: 5260.301270
	Iteration 47Q: 3 clusters Score -5259776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -5259776.500000 Penalty: 5260.301270
	Iteration 48Q: 3 clusters Score -5259776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -5259780.500000 Penalty: 5260.301270
	Iteration 49Q: 3 clusters Score -5259780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -5259777.000000 Penalty: 5260.301270
	Iteration 50Q: 3 clusters Score -5259777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -5259777.000000 Penalty: 5260.301270
	Iteration 51F: 3 clusters Score -5259777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Entering Unmasked Estep 
Score: -1433322.250000 Penalty: 2302.284424
	Iteration 0F: 2 clusters Score -1433322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1425211.000000 Penalty: 4604.568848
	Iteration 0F: 3 clusters Score -1425211 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1427568.875000 Penalty: 4604.568848
	Iteration 1F: 3 clusters Score -1427569 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1427838.125000 Penalty: 4604.568848
	Iteration 2F: 3 clusters Score -1427838 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1428006.375000 Penalty: 4604.568848
	Iteration 3Q: 3 clusters Score -1428006 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1428107.250000 Penalty: 4604.568848
	Iteration 4Q: 3 clusters Score -1428107 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1428180.000000 Penalty: 4604.568848
	Iteration 5Q: 3 clusters Score -1428180 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1428239.500000 Penalty: 4604.568848
	Iteration 6Q: 3 clusters Score -1428240 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1428289.375000 Penalty: 4604.568848
	Iteration 7Q: 3 clusters Score -1428289 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1428331.875000 Penalty: 4604.568848
	Iteration 8Q: 3 clusters Score -1428332 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1428374.125000 Penalty: 4604.568848
	Iteration 9Q: 3 clusters Score -1428374 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1428398.000000 Penalty: 4604.568848
	Iteration 10Q: 3 clusters Score -1428398 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1428432.250000 Penalty: 4604.568848
	Iteration 11Q: 3 clusters Score -1428432 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1428453.250000 Penalty: 4604.568848
	Iteration 12Q: 3 clusters Score -1428453 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1428484.125000 Penalty: 4604.568848
	Iteration 13Q: 3 clusters Score -1428484 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1428514.000000 Penalty: 4604.568848
	Iteration 14Q: 3 clusters Score -1428514 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1428556.750000 Penalty: 4604.568848
	Iteration 15Q: 3 clusters Score -1428557 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1428596.500000 Penalty: 4604.568848
	Iteration 16Q: 3 clusters Score -1428596 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1428634.000000 Penalty: 4604.568848
	Iteration 17Q: 3 clusters Score -1428634 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1428682.000000 Penalty: 4604.568848
	Iteration 18Q: 3 clusters Score -1428682 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1428748.375000 Penalty: 4604.568848
	Iteration 19Q: 3 clusters Score -1428748 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1428842.125000 Penalty: 4604.568848
	Iteration 20F: 3 clusters Score -1428842 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1428956.375000 Penalty: 4604.568848
	Iteration 21Q: 3 clusters Score -1428956 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1429103.000000 Penalty: 4604.568848
	Iteration 22Q: 3 clusters Score -1429103 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1429281.125000 Penalty: 4604.568848
	Iteration 23Q: 3 clusters Score -1429281 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1429499.125000 Penalty: 4604.568848
	Iteration 24Q: 3 clusters Score -1429499 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1429777.625000 Penalty: 4604.568848
	Iteration 25Q: 3 clusters Score -1429778 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1430068.125000 Penalty: 4604.568848
	Iteration 26Q: 3 clusters Score -1430068 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1430338.625000 Penalty: 4604.568848
	Iteration 27Q: 3 clusters Score -1430339 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1430586.000000 Penalty: 4604.568848
	Iteration 28Q: 3 clusters Score -1430586 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1430799.625000 Penalty: 4604.568848
	Iteration 29Q: 3 clusters Score -1430800 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1430944.875000 Penalty: 4604.568848
	Iteration 30Q: 3 clusters Score -1430945 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1431066.625000 Penalty: 4604.568848
	Iteration 31Q: 3 clusters Score -1431067 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1431136.125000 Penalty: 4604.568848
	Iteration 32Q: 3 clusters Score -1431136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1431184.500000 Penalty: 4604.568848
	Iteration 33Q: 3 clusters Score -1431184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1431232.750000 Penalty: 4604.568848
	Iteration 34Q: 3 clusters Score -1431233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1431264.500000 Penalty: 4604.568848
	Iteration 35Q: 3 clusters Score -1431264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1431296.375000 Penalty: 4604.568848
	Iteration 36Q: 3 clusters Score -1431296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1431317.375000 Penalty: 4604.568848
	Iteration 37Q: 3 clusters Score -1431317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1431330.000000 Penalty: 4604.568848
	Iteration 38Q: 3 clusters Score -1431330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1431338.875000 Penalty: 4604.568848
	Iteration 39Q: 3 clusters Score -1431339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1431340.750000 Penalty: 4604.568848
	Iteration 40F: 3 clusters Score -1431341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1431341.875000 Penalty: 4604.568848
	Iteration 41Q: 3 clusters Score -1431342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1431345.500000 Penalty: 4604.568848
	Iteration 42Q: 3 clusters Score -1431346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1431349.125000 Penalty: 4604.568848
	Iteration 43Q: 3 clusters Score -1431349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1431348.375000 Penalty: 4604.568848
	Iteration 44Q: 3 clusters Score -1431348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1431351.500000 Penalty: 4604.568848
	Iteration 45Q: 3 clusters Score -1431352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1431351.500000 Penalty: 4604.568848
	Iteration 46F: 3 clusters Score -1431352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -68770.757812 Penalty: 1621.099487
	Iteration 0F: 2 clusters Score -68770.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67103.671875 Penalty: 3242.198975
	Iteration 0F: 3 clusters Score -67103.67 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67348.984375 Penalty: 3242.198975
	Iteration 1F: 3 clusters Score -67348.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67422.148438 Penalty: 3242.198975
	Iteration 2F: 3 clusters Score -67422.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67454.687500 Penalty: 3242.198975
	Iteration 3Q: 3 clusters Score -67454.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67473.515625 Penalty: 3242.198975
	Iteration 4Q: 3 clusters Score -67473.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67487.179688 Penalty: 3242.198975
	Iteration 5Q: 3 clusters Score -67487.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67504.421875 Penalty: 3242.198975
	Iteration 6Q: 3 clusters Score -67504.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67510.414062 Penalty: 3242.198975
	Iteration 7Q: 3 clusters Score -67510.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -67516.070312 Penalty: 3242.198975
	Iteration 8Q: 3 clusters Score -67516.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -67520.453125 Penalty: 3242.198975
	Iteration 9Q: 3 clusters Score -67520.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67524.093750 Penalty: 3242.198975
	Iteration 10Q: 3 clusters Score -67524.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67527.125000 Penalty: 3242.198975
	Iteration 11Q: 3 clusters Score -67527.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67527.125000 Penalty: 3242.198975
	Iteration 12F: 3 clusters Score -67527.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (229429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229429 members 
Entering Unmasked Estep 
Score: -29898464.000000 Penalty: 3061.150391
	Iteration 0F: 2 clusters Score -2.989846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114907 members 
Mstep: Class 2 contains 114522 members 
Entering Unmasked Estep 
Score: -29750808.000000 Penalty: 6122.300781
	Iteration 0F: 3 clusters Score -2.975081e+07 nChanged 110450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119721 members 
Mstep: Class 2 contains 109708 members 
Entering Unmasked Estep 
Score: -29814956.000000 Penalty: 6122.300781
	Iteration 1F: 3 clusters Score -2.981496e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122986 members 
Mstep: Class 2 contains 106443 members 
Entering Unmasked Estep 
Score: -29815962.000000 Penalty: 6122.300781
	Iteration 2Q: 3 clusters Score -2.981596e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128034 members 
Mstep: Class 2 contains 101395 members 
Entering Unmasked Estep 
Score: -29817478.000000 Penalty: 6122.300781
	Iteration 3Q: 3 clusters Score -2.981748e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135923 members 
Mstep: Class 2 contains 93506 members 
Entering Unmasked Estep 
Score: -29820392.000000 Penalty: 6122.300781
	Iteration 4Q: 3 clusters Score -2.982039e+07 nChanged 12160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147943 members 
Mstep: Class 2 contains 81486 members 
Entering Unmasked Estep 
Score: -29826392.000000 Penalty: 6122.300781
	Iteration 5F: 3 clusters Score -2.982639e+07 nChanged 17120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165047 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -29837944.000000 Penalty: 6122.300781
	Iteration 6F: 3 clusters Score -2.983794e+07 nChanged 22165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187212 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -29857176.000000 Penalty: 6122.300781
	Iteration 7F: 3 clusters Score -2.985718e+07 nChanged 22174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209386 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -29877918.000000 Penalty: 6122.300781
	Iteration 8F: 3 clusters Score -2.987792e+07 nChanged 14005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223391 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -29890440.000000 Penalty: 6122.300781
	Iteration 9F: 3 clusters Score -2.989044e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228138 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -29894524.000000 Penalty: 6122.300781
	Iteration 10Q: 3 clusters Score -2.989452e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229089 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -29895368.000000 Penalty: 6122.300781
	Iteration 11Q: 3 clusters Score -2.989537e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229229 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29895582.000000 Penalty: 6122.300781
	Iteration 12Q: 3 clusters Score -2.989558e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229255 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29895638.000000 Penalty: 6122.300781
	Iteration 13Q: 3 clusters Score -2.989564e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229260 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29895682.000000 Penalty: 6122.300781
	Iteration 14Q: 3 clusters Score -2.989568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229267 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29895692.000000 Penalty: 6122.300781
	Iteration 15Q: 3 clusters Score -2.989569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229268 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29895688.000000 Penalty: 6122.300781
	Iteration 16Q: 3 clusters Score -2.989569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229270 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29895684.000000 Penalty: 6122.300781
	Iteration 17Q: 3 clusters Score -2.989568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229268 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29895694.000000 Penalty: 6122.300781
	Iteration 18Q: 3 clusters Score -2.989569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229269 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29895708.000000 Penalty: 6122.300781
	Iteration 19Q: 3 clusters Score -2.989571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229271 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29895706.000000 Penalty: 6122.300781
	Iteration 20F: 3 clusters Score -2.989571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229272 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29895696.000000 Penalty: 6122.300781
	Iteration 21Q: 3 clusters Score -2.98957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229273 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29895710.000000 Penalty: 6122.300781
	Iteration 22Q: 3 clusters Score -2.989571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229274 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29895712.000000 Penalty: 6122.300781
	Iteration 23Q: 3 clusters Score -2.989571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229275 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29895708.000000 Penalty: 6122.300781
	Iteration 24Q: 3 clusters Score -2.989571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229274 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29895716.000000 Penalty: 6122.300781
	Iteration 25Q: 3 clusters Score -2.989572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229272 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29895710.000000 Penalty: 6122.300781
	Iteration 26Q: 3 clusters Score -2.989571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229270 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29895724.000000 Penalty: 6122.300781
	Iteration 27Q: 3 clusters Score -2.989572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229272 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29895732.000000 Penalty: 6122.300781
	Iteration 28Q: 3 clusters Score -2.989573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229273 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29895746.000000 Penalty: 6122.300781
	Iteration 29Q: 3 clusters Score -2.989575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229272 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29895746.000000 Penalty: 6122.300781
	Iteration 30Q: 3 clusters Score -2.989575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229272 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29895752.000000 Penalty: 6122.300781
	Iteration 31Q: 3 clusters Score -2.989575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229272 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29895752.000000 Penalty: 6122.300781
	Iteration 32F: 3 clusters Score -2.989575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Entering Unmasked Estep 
Score: -7874152.000000 Penalty: 2734.999023
	Iteration 0F: 2 clusters Score -7874152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -7832574.000000 Penalty: 5469.998047
	Iteration 0F: 3 clusters Score -7832574 nChanged 28735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -7848718.000000 Penalty: 5469.998047
	Iteration 1F: 3 clusters Score -7848718 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -7849227.500000 Penalty: 5469.998047
	Iteration 2Q: 3 clusters Score -7849228 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -7849737.000000 Penalty: 5469.998047
	Iteration 3Q: 3 clusters Score -7849737 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -7850223.000000 Penalty: 5469.998047
	Iteration 4Q: 3 clusters Score -7850223 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -7850741.500000 Penalty: 5469.998047
	Iteration 5Q: 3 clusters Score -7850742 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -7851347.000000 Penalty: 5469.998047
	Iteration 6Q: 3 clusters Score -7851347 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -7852086.000000 Penalty: 5469.998047
	Iteration 7Q: 3 clusters Score -7852086 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -7853193.000000 Penalty: 5469.998047
	Iteration 8Q: 3 clusters Score -7853193 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -7855019.000000 Penalty: 5469.998047
	Iteration 9F: 3 clusters Score -7855019 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -7857941.500000 Penalty: 5469.998047
	Iteration 10F: 3 clusters Score -7857942 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -7862054.500000 Penalty: 5469.998047
	Iteration 11F: 3 clusters Score -7862054 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -7866295.500000 Penalty: 5469.998047
	Iteration 12F: 3 clusters Score -7866296 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -7869157.500000 Penalty: 5469.998047
	Iteration 13F: 3 clusters Score -7869158 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -7870660.000000 Penalty: 5469.998047
	Iteration 14Q: 3 clusters Score -7870660 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -7871337.000000 Penalty: 5469.998047
	Iteration 15Q: 3 clusters Score -7871337 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60971 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7871598.500000 Penalty: 5469.998047
	Iteration 16Q: 3 clusters Score -7871598 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61092 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7871710.000000 Penalty: 5469.998047
	Iteration 17Q: 3 clusters Score -7871710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61139 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7871740.000000 Penalty: 5469.998047
	Iteration 18Q: 3 clusters Score -7871740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7871776.500000 Penalty: 5469.998047
	Iteration 19Q: 3 clusters Score -7871776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7871800.500000 Penalty: 5469.998047
	Iteration 20F: 3 clusters Score -7871800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61206 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7871820.500000 Penalty: 5469.998047
	Iteration 21Q: 3 clusters Score -7871820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7871831.500000 Penalty: 5469.998047
	Iteration 22Q: 3 clusters Score -7871832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61218 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7871835.000000 Penalty: 5469.998047
	Iteration 23Q: 3 clusters Score -7871835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7871830.000000 Penalty: 5469.998047
	Iteration 24Q: 3 clusters Score -7871830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7871833.500000 Penalty: 5469.998047
	Iteration 25Q: 3 clusters Score -7871834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61229 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7871845.500000 Penalty: 5469.998047
	Iteration 26Q: 3 clusters Score -7871846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7871856.000000 Penalty: 5469.998047
	Iteration 27Q: 3 clusters Score -7871856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7871855.000000 Penalty: 5469.998047
	Iteration 28Q: 3 clusters Score -7871855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61237 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7871856.000000 Penalty: 5469.998047
	Iteration 29Q: 3 clusters Score -7871856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7871861.500000 Penalty: 5469.998047
	Iteration 30Q: 3 clusters Score -7871862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61241 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7871868.000000 Penalty: 5469.998047
	Iteration 31Q: 3 clusters Score -7871868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7871869.500000 Penalty: 5469.998047
	Iteration 32Q: 3 clusters Score -7871870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61247 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7871872.000000 Penalty: 5469.998047
	Iteration 33Q: 3 clusters Score -7871872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61248 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7871872.500000 Penalty: 5469.998047
	Iteration 34Q: 3 clusters Score -7871872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61248 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7871872.500000 Penalty: 5469.998047
	Iteration 35F: 3 clusters Score -7871872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Entering Unmasked Estep 
Score: -2541932.750000 Penalty: 2459.635254
	Iteration 0F: 2 clusters Score -2541933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2527696.750000 Penalty: 4919.270508
	Iteration 0F: 3 clusters Score -2527697 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2532660.500000 Penalty: 4919.270508
	Iteration 1F: 3 clusters Score -2532660 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2533430.000000 Penalty: 4919.270508
	Iteration 2F: 3 clusters Score -2533430 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2534422.000000 Penalty: 4919.270508
	Iteration 3F: 3 clusters Score -2534422 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2535560.000000 Penalty: 4919.270508
	Iteration 4F: 3 clusters Score -2535560 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2536589.250000 Penalty: 4919.270508
	Iteration 5F: 3 clusters Score -2536589 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2537453.500000 Penalty: 4919.270508
	Iteration 6F: 3 clusters Score -2537454 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2538108.750000 Penalty: 4919.270508
	Iteration 7Q: 3 clusters Score -2538109 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2538637.500000 Penalty: 4919.270508
	Iteration 8Q: 3 clusters Score -2538638 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2539033.250000 Penalty: 4919.270508
	Iteration 9Q: 3 clusters Score -2539033 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2539416.000000 Penalty: 4919.270508
	Iteration 10Q: 3 clusters Score -2539416 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2539685.000000 Penalty: 4919.270508
	Iteration 11Q: 3 clusters Score -2539685 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2539847.500000 Penalty: 4919.270508
	Iteration 12Q: 3 clusters Score -2539848 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2539986.500000 Penalty: 4919.270508
	Iteration 13Q: 3 clusters Score -2539986 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2540057.000000 Penalty: 4919.270508
	Iteration 14Q: 3 clusters Score -2540057 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2540081.750000 Penalty: 4919.270508
	Iteration 15Q: 3 clusters Score -2540082 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2540109.000000 Penalty: 4919.270508
	Iteration 16Q: 3 clusters Score -2540109 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2540133.500000 Penalty: 4919.270508
	Iteration 17Q: 3 clusters Score -2540134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2540152.000000 Penalty: 4919.270508
	Iteration 18Q: 3 clusters Score -2540152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2540153.500000 Penalty: 4919.270508
	Iteration 19Q: 3 clusters Score -2540154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2540168.000000 Penalty: 4919.270508
	Iteration 20F: 3 clusters Score -2540168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2540176.250000 Penalty: 4919.270508
	Iteration 21Q: 3 clusters Score -2540176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2540185.000000 Penalty: 4919.270508
	Iteration 22Q: 3 clusters Score -2540185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2540188.250000 Penalty: 4919.270508
	Iteration 23Q: 3 clusters Score -2540188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2540189.000000 Penalty: 4919.270508
	Iteration 24Q: 3 clusters Score -2540189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2540189.000000 Penalty: 4919.270508
	Iteration 25Q: 3 clusters Score -2540189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2540195.750000 Penalty: 4919.270508
	Iteration 26Q: 3 clusters Score -2540196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2540199.750000 Penalty: 4919.270508
	Iteration 27Q: 3 clusters Score -2540200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2540199.000000 Penalty: 4919.270508
	Iteration 28Q: 3 clusters Score -2540199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2540198.750000 Penalty: 4919.270508
	Iteration 29Q: 3 clusters Score -2540199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2540198.750000 Penalty: 4919.270508
	Iteration 30Q: 3 clusters Score -2540199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2540196.500000 Penalty: 4919.270508
	Iteration 31Q: 3 clusters Score -2540196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2540197.500000 Penalty: 4919.270508
	Iteration 32Q: 3 clusters Score -2540198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2540199.750000 Penalty: 4919.270508
	Iteration 33Q: 3 clusters Score -2540200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2540200.250000 Penalty: 4919.270508
	Iteration 34Q: 3 clusters Score -2540200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2540198.000000 Penalty: 4919.270508
	Iteration 35Q: 3 clusters Score -2540198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2540198.000000 Penalty: 4919.270508
	Iteration 36F: 3 clusters Score -2540198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -87734.601562 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -87734.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -85992.453125 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -85992.45 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86319.671875 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -86319.67 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86495.492188 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -86495.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -86642.773438 Penalty: 3320.502686
	Iteration 3F: 3 clusters Score -86642.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86776.984375 Penalty: 3320.502686
	Iteration 4F: 3 clusters Score -86776.98 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -86913.843750 Penalty: 3320.502686
	Iteration 5F: 3 clusters Score -86913.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87003.921875 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -87003.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -87094.476562 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -87094.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -87218.265625 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -87218.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -87380.171875 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -87380.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -87563.039062 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -87563.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -87724.039062 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -87724.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -87909.500000 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -87909.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -88219.515625 Penalty: 3320.502686
	Iteration 13Q: 3 clusters Score -88219.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -88481.476562 Penalty: 3320.502686
	Iteration 14Q: 3 clusters Score -88481.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -88684.265625 Penalty: 3320.502686
	Iteration 15Q: 3 clusters Score -88684.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -88684.265625 Penalty: 3320.502686
	Iteration 16F: 3 clusters Score -88684.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38057 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11599 members 
Mstep: Class 5 contains 14463 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24079 members 
Mstep: Class 8 contains 9431 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 13994 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 178429 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40354 members 
Mstep: Class 15 contains 10758 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 229429 members 
Mstep: Class 18 contains 61588 members 
Mstep: Class 19 contains 20290 members 
Mstep: Class 20 contains 537 members 
Mstep: Class 21 contains 9948 members 
Mstep: Class 22 contains 8429 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 15193 members 
Mstep: Class 25 contains 271 members 
Entering Unmasked Estep 
Score: -90833320.000000 Penalty: 83590.781250
Splitting cluster 20 changes total score from -90834104.000000 to -90833320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Entering Unmasked Estep 
Score: -1318447.625000 Penalty: 2282.871338
	Iteration 0F: 2 clusters Score -1318448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1310855.250000 Penalty: 4565.742676
	Iteration 0F: 3 clusters Score -1310855 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1313030.000000 Penalty: 4565.742676
	Iteration 1F: 3 clusters Score -1313030 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1313342.125000 Penalty: 4565.742676
	Iteration 2F: 3 clusters Score -1313342 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1313572.625000 Penalty: 4565.742676
	Iteration 3F: 3 clusters Score -1313573 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1313754.625000 Penalty: 4565.742676
	Iteration 4Q: 3 clusters Score -1313755 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1313929.625000 Penalty: 4565.742676
	Iteration 5Q: 3 clusters Score -1313930 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1314131.750000 Penalty: 4565.742676
	Iteration 6Q: 3 clusters Score -1314132 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1314366.750000 Penalty: 4565.742676
	Iteration 7Q: 3 clusters Score -1314367 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1314625.625000 Penalty: 4565.742676
	Iteration 8Q: 3 clusters Score -1314626 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1314905.750000 Penalty: 4565.742676
	Iteration 9Q: 3 clusters Score -1314906 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1315212.250000 Penalty: 4565.742676
	Iteration 10Q: 3 clusters Score -1315212 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1315520.500000 Penalty: 4565.742676
	Iteration 11Q: 3 clusters Score -1315520 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1315812.000000 Penalty: 4565.742676
	Iteration 12Q: 3 clusters Score -1315812 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1316067.875000 Penalty: 4565.742676
	Iteration 13Q: 3 clusters Score -1316068 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1316292.500000 Penalty: 4565.742676
	Iteration 14Q: 3 clusters Score -1316292 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1316471.625000 Penalty: 4565.742676
	Iteration 15Q: 3 clusters Score -1316472 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1316564.250000 Penalty: 4565.742676
	Iteration 16Q: 3 clusters Score -1316564 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1316613.625000 Penalty: 4565.742676
	Iteration 17Q: 3 clusters Score -1316614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1316647.000000 Penalty: 4565.742676
	Iteration 18Q: 3 clusters Score -1316647 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1316670.625000 Penalty: 4565.742676
	Iteration 19Q: 3 clusters Score -1316671 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1316679.750000 Penalty: 4565.742676
	Iteration 20F: 3 clusters Score -1316680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1316687.250000 Penalty: 4565.742676
	Iteration 21Q: 3 clusters Score -1316687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1316694.500000 Penalty: 4565.742676
	Iteration 22Q: 3 clusters Score -1316694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1316694.375000 Penalty: 4565.742676
	Iteration 23Q: 3 clusters Score -1316694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1316694.625000 Penalty: 4565.742676
	Iteration 24Q: 3 clusters Score -1316695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1316697.125000 Penalty: 4565.742676
	Iteration 25Q: 3 clusters Score -1316697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1316698.000000 Penalty: 4565.742676
	Iteration 26Q: 3 clusters Score -1316698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1316699.000000 Penalty: 4565.742676
	Iteration 27Q: 3 clusters Score -1316699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1316701.125000 Penalty: 4565.742676
	Iteration 28Q: 3 clusters Score -1316701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1316703.375000 Penalty: 4565.742676
	Iteration 29Q: 3 clusters Score -1316703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1316704.125000 Penalty: 4565.742676
	Iteration 30Q: 3 clusters Score -1316704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1316704.125000 Penalty: 4565.742676
	Iteration 31F: 3 clusters Score -1316704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Entering Unmasked Estep 
Score: -956204.437500 Penalty: 2241.779541
	Iteration 0F: 2 clusters Score -956204.4 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 4181 members 
Entering Unmasked Estep 
Score: -949542.812500 Penalty: 4483.559082
	Iteration 0F: 3 clusters Score -949542.8 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -951433.500000 Penalty: 4483.559082
	Iteration 1F: 3 clusters Score -951433.5 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -951807.687500 Penalty: 4483.559082
	Iteration 2F: 3 clusters Score -951807.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -952109.000000 Penalty: 4483.559082
	Iteration 3F: 3 clusters Score -952109 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -952426.687500 Penalty: 4483.559082
	Iteration 4F: 3 clusters Score -952426.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -952781.500000 Penalty: 4483.559082
	Iteration 5F: 3 clusters Score -952781.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -953150.625000 Penalty: 4483.559082
	Iteration 6F: 3 clusters Score -953150.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -953543.500000 Penalty: 4483.559082
	Iteration 7F: 3 clusters Score -953543.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -953957.812500 Penalty: 4483.559082
	Iteration 8F: 3 clusters Score -953957.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -954331.062500 Penalty: 4483.559082
	Iteration 9Q: 3 clusters Score -954331.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -954680.000000 Penalty: 4483.559082
	Iteration 10Q: 3 clusters Score -954680 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -954982.187500 Penalty: 4483.559082
	Iteration 11Q: 3 clusters Score -954982.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -955296.125000 Penalty: 4483.559082
	Iteration 12Q: 3 clusters Score -955296.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -955534.250000 Penalty: 4483.559082
	Iteration 13Q: 3 clusters Score -955534.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -955684.687500 Penalty: 4483.559082
	Iteration 14Q: 3 clusters Score -955684.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -955785.000000 Penalty: 4483.559082
	Iteration 15Q: 3 clusters Score -955785 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -955847.625000 Penalty: 4483.559082
	Iteration 16Q: 3 clusters Score -955847.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -955890.875000 Penalty: 4483.559082
	Iteration 17Q: 3 clusters Score -955890.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -955911.750000 Penalty: 4483.559082
	Iteration 18Q: 3 clusters Score -955911.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -955929.750000 Penalty: 4483.559082
	Iteration 19Q: 3 clusters Score -955929.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -955943.625000 Penalty: 4483.559082
	Iteration 20F: 3 clusters Score -955943.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -955951.062500 Penalty: 4483.559082
	Iteration 21Q: 3 clusters Score -955951.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -955957.875000 Penalty: 4483.559082
	Iteration 22Q: 3 clusters Score -955957.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -955963.187500 Penalty: 4483.559082
	Iteration 23Q: 3 clusters Score -955963.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -955965.000000 Penalty: 4483.559082
	Iteration 24Q: 3 clusters Score -955965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -955969.812500 Penalty: 4483.559082
	Iteration 25Q: 3 clusters Score -955969.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -955971.812500 Penalty: 4483.559082
	Iteration 26Q: 3 clusters Score -955971.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -955975.250000 Penalty: 4483.559082
	Iteration 27Q: 3 clusters Score -955975.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -955973.687500 Penalty: 4483.559082
	Iteration 28Q: 3 clusters Score -955973.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -955974.937500 Penalty: 4483.559082
	Iteration 29Q: 3 clusters Score -955974.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -955975.625000 Penalty: 4483.559082
	Iteration 30Q: 3 clusters Score -955975.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -955978.500000 Penalty: 4483.559082
	Iteration 31Q: 3 clusters Score -955978.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -955981.312500 Penalty: 4483.559082
	Iteration 32Q: 3 clusters Score -955981.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -955982.937500 Penalty: 4483.559082
	Iteration 33Q: 3 clusters Score -955982.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -955982.000000 Penalty: 4483.559082
	Iteration 34Q: 3 clusters Score -955982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -955984.187500 Penalty: 4483.559082
	Iteration 35Q: 3 clusters Score -955984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -955985.187500 Penalty: 4483.559082
	Iteration 36Q: 3 clusters Score -955985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -955985.750000 Penalty: 4483.559082
	Iteration 37Q: 3 clusters Score -955985.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -955986.562500 Penalty: 4483.559082
	Iteration 38Q: 3 clusters Score -955986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -955985.875000 Penalty: 4483.559082
	Iteration 39Q: 3 clusters Score -955985.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -955985.625000 Penalty: 4483.559082
	Iteration 40F: 3 clusters Score -955985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -955986.750000 Penalty: 4483.559082
	Iteration 41Q: 3 clusters Score -955986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -955986.625000 Penalty: 4483.559082
	Iteration 42Q: 3 clusters Score -955986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -955987.187500 Penalty: 4483.559082
	Iteration 43Q: 3 clusters Score -955987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -955985.937500 Penalty: 4483.559082
	Iteration 44Q: 3 clusters Score -955985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -955985.250000 Penalty: 4483.559082
	Iteration 45Q: 3 clusters Score -955985.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -955987.250000 Penalty: 4483.559082
	Iteration 46Q: 3 clusters Score -955987.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -955987.250000 Penalty: 4483.559082
	Iteration 47F: 3 clusters Score -955987.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Entering Unmasked Estep 
Score: -734315.812500 Penalty: 2151.751221
	Iteration 0F: 2 clusters Score -734315.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -729226.250000 Penalty: 4303.502441
	Iteration 0F: 3 clusters Score -729226.2 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -730550.812500 Penalty: 4303.502441
	Iteration 1F: 3 clusters Score -730550.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -730942.000000 Penalty: 4303.502441
	Iteration 2F: 3 clusters Score -730942 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -731273.187500 Penalty: 4303.502441
	Iteration 3F: 3 clusters Score -731273.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -731561.750000 Penalty: 4303.502441
	Iteration 4F: 3 clusters Score -731561.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -731787.625000 Penalty: 4303.502441
	Iteration 5F: 3 clusters Score -731787.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -731967.625000 Penalty: 4303.502441
	Iteration 6Q: 3 clusters Score -731967.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -732129.437500 Penalty: 4303.502441
	Iteration 7Q: 3 clusters Score -732129.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -732247.750000 Penalty: 4303.502441
	Iteration 8Q: 3 clusters Score -732247.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -732335.312500 Penalty: 4303.502441
	Iteration 9Q: 3 clusters Score -732335.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -732413.187500 Penalty: 4303.502441
	Iteration 10Q: 3 clusters Score -732413.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -732476.812500 Penalty: 4303.502441
	Iteration 11Q: 3 clusters Score -732476.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -732525.812500 Penalty: 4303.502441
	Iteration 12Q: 3 clusters Score -732525.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -732561.500000 Penalty: 4303.502441
	Iteration 13Q: 3 clusters Score -732561.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -732585.750000 Penalty: 4303.502441
	Iteration 14Q: 3 clusters Score -732585.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -732605.750000 Penalty: 4303.502441
	Iteration 15Q: 3 clusters Score -732605.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -732628.375000 Penalty: 4303.502441
	Iteration 16Q: 3 clusters Score -732628.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -732647.812500 Penalty: 4303.502441
	Iteration 17Q: 3 clusters Score -732647.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -732664.125000 Penalty: 4303.502441
	Iteration 18Q: 3 clusters Score -732664.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -732677.750000 Penalty: 4303.502441
	Iteration 19Q: 3 clusters Score -732677.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -732686.625000 Penalty: 4303.502441
	Iteration 20F: 3 clusters Score -732686.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -732695.125000 Penalty: 4303.502441
	Iteration 21Q: 3 clusters Score -732695.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -732704.750000 Penalty: 4303.502441
	Iteration 22Q: 3 clusters Score -732704.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -732715.437500 Penalty: 4303.502441
	Iteration 23Q: 3 clusters Score -732715.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -732729.687500 Penalty: 4303.502441
	Iteration 24Q: 3 clusters Score -732729.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -732740.375000 Penalty: 4303.502441
	Iteration 25Q: 3 clusters Score -732740.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -732754.375000 Penalty: 4303.502441
	Iteration 26Q: 3 clusters Score -732754.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -732766.375000 Penalty: 4303.502441
	Iteration 27Q: 3 clusters Score -732766.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -732777.437500 Penalty: 4303.502441
	Iteration 28Q: 3 clusters Score -732777.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -732789.937500 Penalty: 4303.502441
	Iteration 29Q: 3 clusters Score -732789.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -732803.875000 Penalty: 4303.502441
	Iteration 30Q: 3 clusters Score -732803.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -732813.687500 Penalty: 4303.502441
	Iteration 31Q: 3 clusters Score -732813.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -732818.437500 Penalty: 4303.502441
	Iteration 32Q: 3 clusters Score -732818.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -732826.687500 Penalty: 4303.502441
	Iteration 33Q: 3 clusters Score -732826.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -732830.875000 Penalty: 4303.502441
	Iteration 34Q: 3 clusters Score -732830.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -732832.875000 Penalty: 4303.502441
	Iteration 35Q: 3 clusters Score -732832.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -732838.250000 Penalty: 4303.502441
	Iteration 36Q: 3 clusters Score -732838.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -732839.187500 Penalty: 4303.502441
	Iteration 37Q: 3 clusters Score -732839.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -732843.687500 Penalty: 4303.502441
	Iteration 38Q: 3 clusters Score -732843.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -732846.250000 Penalty: 4303.502441
	Iteration 39Q: 3 clusters Score -732846.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -732848.125000 Penalty: 4303.502441
	Iteration 40F: 3 clusters Score -732848.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -732850.312500 Penalty: 4303.502441
	Iteration 41Q: 3 clusters Score -732850.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -732852.000000 Penalty: 4303.502441
	Iteration 42Q: 3 clusters Score -732852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -732857.812500 Penalty: 4303.502441
	Iteration 43Q: 3 clusters Score -732857.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -732860.812500 Penalty: 4303.502441
	Iteration 44Q: 3 clusters Score -732860.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -732865.062500 Penalty: 4303.502441
	Iteration 45Q: 3 clusters Score -732865.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -732870.312500 Penalty: 4303.502441
	Iteration 46Q: 3 clusters Score -732870.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -732873.250000 Penalty: 4303.502441
	Iteration 47Q: 3 clusters Score -732873.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -732876.312500 Penalty: 4303.502441
	Iteration 48Q: 3 clusters Score -732876.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -732880.187500 Penalty: 4303.502441
	Iteration 49Q: 3 clusters Score -732880.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -732882.625000 Penalty: 4303.502441
	Iteration 50Q: 3 clusters Score -732882.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -732887.312500 Penalty: 4303.502441
	Iteration 51Q: 3 clusters Score -732887.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -732888.875000 Penalty: 4303.502441
	Iteration 52Q: 3 clusters Score -732888.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -732888.562500 Penalty: 4303.502441
	Iteration 53Q: 3 clusters Score -732888.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -732889.125000 Penalty: 4303.502441
	Iteration 54Q: 3 clusters Score -732889.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -732895.562500 Penalty: 4303.502441
	Iteration 55Q: 3 clusters Score -732895.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -732896.312500 Penalty: 4303.502441
	Iteration 56Q: 3 clusters Score -732896.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -732901.625000 Penalty: 4303.502441
	Iteration 57Q: 3 clusters Score -732901.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -732908.875000 Penalty: 4303.502441
	Iteration 58Q: 3 clusters Score -732908.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -732911.562500 Penalty: 4303.502441
	Iteration 59Q: 3 clusters Score -732911.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -732914.937500 Penalty: 4303.502441
	Iteration 60F: 3 clusters Score -732914.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -732919.625000 Penalty: 4303.502441
	Iteration 61Q: 3 clusters Score -732919.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -732924.625000 Penalty: 4303.502441
	Iteration 62Q: 3 clusters Score -732924.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -732928.750000 Penalty: 4303.502441
	Iteration 63Q: 3 clusters Score -732928.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -732929.687500 Penalty: 4303.502441
	Iteration 64Q: 3 clusters Score -732929.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -732933.625000 Penalty: 4303.502441
	Iteration 65Q: 3 clusters Score -732933.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -732939.250000 Penalty: 4303.502441
	Iteration 66Q: 3 clusters Score -732939.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -732944.375000 Penalty: 4303.502441
	Iteration 67Q: 3 clusters Score -732944.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -732946.312500 Penalty: 4303.502441
	Iteration 68Q: 3 clusters Score -732946.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -732950.875000 Penalty: 4303.502441
	Iteration 69Q: 3 clusters Score -732950.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -732950.937500 Penalty: 4303.502441
	Iteration 70Q: 3 clusters Score -732950.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -732951.687500 Penalty: 4303.502441
	Iteration 71Q: 3 clusters Score -732951.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -732951.687500 Penalty: 4303.502441
	Iteration 72Q: 3 clusters Score -732951.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -732952.875000 Penalty: 4303.502441
	Iteration 73Q: 3 clusters Score -732952.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -732954.562500 Penalty: 4303.502441
	Iteration 74Q: 3 clusters Score -732954.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -732957.750000 Penalty: 4303.502441
	Iteration 75Q: 3 clusters Score -732957.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -732958.875000 Penalty: 4303.502441
	Iteration 76Q: 3 clusters Score -732958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -732961.937500 Penalty: 4303.502441
	Iteration 77Q: 3 clusters Score -732961.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -732963.437500 Penalty: 4303.502441
	Iteration 78Q: 3 clusters Score -732963.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -732963.937500 Penalty: 4303.502441
	Iteration 79Q: 3 clusters Score -732963.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -732963.937500 Penalty: 4303.502441
	Iteration 80F: 3 clusters Score -732963.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Entering Unmasked Estep 
Score: -1971934.625000 Penalty: 2387.890137
	Iteration 0F: 2 clusters Score -1971935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1960951.125000 Penalty: 4775.780273
	Iteration 0F: 3 clusters Score -1960951 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1964453.875000 Penalty: 4775.780273
	Iteration 1F: 3 clusters Score -1964454 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1964756.250000 Penalty: 4775.780273
	Iteration 2F: 3 clusters Score -1964756 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1964965.125000 Penalty: 4775.780273
	Iteration 3Q: 3 clusters Score -1964965 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1965123.625000 Penalty: 4775.780273
	Iteration 4Q: 3 clusters Score -1965124 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1965268.875000 Penalty: 4775.780273
	Iteration 5Q: 3 clusters Score -1965269 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1965406.750000 Penalty: 4775.780273
	Iteration 6Q: 3 clusters Score -1965407 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1965534.250000 Penalty: 4775.780273
	Iteration 7Q: 3 clusters Score -1965534 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1965669.500000 Penalty: 4775.780273
	Iteration 8Q: 3 clusters Score -1965670 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1965845.750000 Penalty: 4775.780273
	Iteration 9Q: 3 clusters Score -1965846 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1966023.750000 Penalty: 4775.780273
	Iteration 10Q: 3 clusters Score -1966024 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1966228.500000 Penalty: 4775.780273
	Iteration 11Q: 3 clusters Score -1966228 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1966490.375000 Penalty: 4775.780273
	Iteration 12Q: 3 clusters Score -1966490 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1966784.500000 Penalty: 4775.780273
	Iteration 13Q: 3 clusters Score -1966784 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1967127.125000 Penalty: 4775.780273
	Iteration 14Q: 3 clusters Score -1967127 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1967530.250000 Penalty: 4775.780273
	Iteration 15Q: 3 clusters Score -1967530 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1967920.125000 Penalty: 4775.780273
	Iteration 16Q: 3 clusters Score -1967920 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1968289.625000 Penalty: 4775.780273
	Iteration 17Q: 3 clusters Score -1968290 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1968641.625000 Penalty: 4775.780273
	Iteration 18Q: 3 clusters Score -1968642 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1968951.000000 Penalty: 4775.780273
	Iteration 19Q: 3 clusters Score -1968951 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1969227.750000 Penalty: 4775.780273
	Iteration 20F: 3 clusters Score -1969228 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1969427.875000 Penalty: 4775.780273
	Iteration 21Q: 3 clusters Score -1969428 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1969564.000000 Penalty: 4775.780273
	Iteration 22Q: 3 clusters Score -1969564 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1969663.500000 Penalty: 4775.780273
	Iteration 23Q: 3 clusters Score -1969664 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1969715.250000 Penalty: 4775.780273
	Iteration 24Q: 3 clusters Score -1969715 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1969765.000000 Penalty: 4775.780273
	Iteration 25Q: 3 clusters Score -1969765 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1969805.875000 Penalty: 4775.780273
	Iteration 26Q: 3 clusters Score -1969806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1969822.750000 Penalty: 4775.780273
	Iteration 27Q: 3 clusters Score -1969823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1969830.875000 Penalty: 4775.780273
	Iteration 28Q: 3 clusters Score -1969831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1969844.000000 Penalty: 4775.780273
	Iteration 29Q: 3 clusters Score -1969844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1969851.125000 Penalty: 4775.780273
	Iteration 30Q: 3 clusters Score -1969851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1969854.250000 Penalty: 4775.780273
	Iteration 31Q: 3 clusters Score -1969854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1969857.250000 Penalty: 4775.780273
	Iteration 32Q: 3 clusters Score -1969857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1969859.125000 Penalty: 4775.780273
	Iteration 33Q: 3 clusters Score -1969859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1969859.500000 Penalty: 4775.780273
	Iteration 34Q: 3 clusters Score -1969860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1969859.500000 Penalty: 4775.780273
	Iteration 35F: 3 clusters Score -1969860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38057 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11599 members 
Mstep: Class 5 contains 14463 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24079 members 
Mstep: Class 8 contains 9431 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 13994 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 178429 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40354 members 
Mstep: Class 15 contains 10758 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 229429 members 
Mstep: Class 18 contains 61588 members 
Mstep: Class 19 contains 20290 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9948 members 
Mstep: Class 22 contains 8429 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 15193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834096.000000 Penalty: 80247.148438
Iteration 159Q: 25 clusters Score -9.08341e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 38037 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11603 members 
Mstep: Class 5 contains 14468 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24114 members 
Mstep: Class 8 contains 9432 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 13993 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 178384 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40389 members 
Mstep: Class 15 contains 10762 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 229434 members 
Mstep: Class 18 contains 61585 members 
Mstep: Class 19 contains 20290 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9942 members 
Mstep: Class 22 contains 8431 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 15177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834080.000000 Penalty: 80247.148438
Iteration 160F: 25 clusters Score -9.083408e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 38016 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11603 members 
Mstep: Class 5 contains 14474 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24139 members 
Mstep: Class 8 contains 9434 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 13993 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 178355 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40427 members 
Mstep: Class 15 contains 10762 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 229438 members 
Mstep: Class 18 contains 61584 members 
Mstep: Class 19 contains 20292 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9936 members 
Mstep: Class 22 contains 8432 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 15155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834176.000000 Penalty: 80247.148438
Iteration 161Q: 25 clusters Score -9.083418e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 38002 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11603 members 
Mstep: Class 5 contains 14483 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24169 members 
Mstep: Class 8 contains 9431 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 10117 members 
Mstep: Class 12 contains 178321 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40476 members 
Mstep: Class 15 contains 10760 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 229440 members 
Mstep: Class 18 contains 61584 members 
Mstep: Class 19 contains 20296 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9930 members 
Mstep: Class 22 contains 8433 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 15119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834160.000000 Penalty: 80247.148438
Iteration 162Q: 25 clusters Score -9.083416e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 37989 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11600 members 
Mstep: Class 5 contains 14485 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24206 members 
Mstep: Class 8 contains 9431 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 13995 members 
Mstep: Class 11 contains 10117 members 
Mstep: Class 12 contains 178295 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40514 members 
Mstep: Class 15 contains 10758 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 229443 members 
Mstep: Class 18 contains 61585 members 
Mstep: Class 19 contains 20297 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9925 members 
Mstep: Class 22 contains 8435 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 15079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834288.000000 Penalty: 80247.148438
Iteration 163Q: 25 clusters Score -9.083429e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 37979 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11598 members 
Mstep: Class 5 contains 14488 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24253 members 
Mstep: Class 8 contains 9435 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 13997 members 
Mstep: Class 11 contains 10116 members 
Mstep: Class 12 contains 178274 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40563 members 
Mstep: Class 15 contains 10760 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 229436 members 
Mstep: Class 18 contains 61586 members 
Mstep: Class 19 contains 20304 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9919 members 
Mstep: Class 22 contains 8433 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 15013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834400.000000 Penalty: 80247.148438
Iteration 164Q: 25 clusters Score -9.08344e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 37973 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11597 members 
Mstep: Class 5 contains 14499 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24300 members 
Mstep: Class 8 contains 9442 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 13996 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 178245 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40637 members 
Mstep: Class 15 contains 10762 members 
Mstep: Class 16 contains 690 members 
Mstep: Class 17 contains 229434 members 
Mstep: Class 18 contains 61585 members 
Mstep: Class 19 contains 20307 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9911 members 
Mstep: Class 22 contains 8437 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 14914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834440.000000 Penalty: 80247.148438
Iteration 165Q: 25 clusters Score -9.083444e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 37960 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 11599 members 
Mstep: Class 5 contains 14507 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24353 members 
Mstep: Class 8 contains 9447 members 
Mstep: Class 9 contains 5505 members 
Mstep: Class 10 contains 13996 members 
Mstep: Class 11 contains 10114 members 
Mstep: Class 12 contains 178225 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40729 members 
Mstep: Class 15 contains 10766 members 
Mstep: Class 16 contains 691 members 
Mstep: Class 17 contains 229426 members 
Mstep: Class 18 contains 61581 members 
Mstep: Class 19 contains 20304 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9904 members 
Mstep: Class 22 contains 8440 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 14802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834432.000000 Penalty: 80247.148438
Iteration 166Q: 25 clusters Score -9.083443e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 37944 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11598 members 
Mstep: Class 5 contains 14511 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24415 members 
Mstep: Class 8 contains 9451 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 13993 members 
Mstep: Class 11 contains 10117 members 
Mstep: Class 12 contains 178209 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40823 members 
Mstep: Class 15 contains 10765 members 
Mstep: Class 16 contains 691 members 
Mstep: Class 17 contains 229399 members 
Mstep: Class 18 contains 61576 members 
Mstep: Class 19 contains 20304 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9904 members 
Mstep: Class 22 contains 8442 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 14703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834440.000000 Penalty: 80247.148438
Iteration 167Q: 25 clusters Score -9.083444e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 37931 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11595 members 
Mstep: Class 5 contains 14512 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24484 members 
Mstep: Class 8 contains 9447 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 13992 members 
Mstep: Class 11 contains 10119 members 
Mstep: Class 12 contains 178172 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 40921 members 
Mstep: Class 15 contains 10767 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 229411 members 
Mstep: Class 18 contains 61568 members 
Mstep: Class 19 contains 20300 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9899 members 
Mstep: Class 22 contains 8446 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 14589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834416.000000 Penalty: 80247.148438
Iteration 168Q: 25 clusters Score -9.083442e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 37908 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11592 members 
Mstep: Class 5 contains 14520 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24555 members 
Mstep: Class 8 contains 9446 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 13995 members 
Mstep: Class 11 contains 10120 members 
Mstep: Class 12 contains 178108 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 41022 members 
Mstep: Class 15 contains 10768 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 229425 members 
Mstep: Class 18 contains 61566 members 
Mstep: Class 19 contains 20299 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9896 members 
Mstep: Class 22 contains 8448 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 14485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834760.000000 Penalty: 80247.148438
Iteration 169Q: 25 clusters Score -9.083476e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 37894 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11587 members 
Mstep: Class 5 contains 14523 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24613 members 
Mstep: Class 8 contains 9447 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 13996 members 
Mstep: Class 11 contains 10122 members 
Mstep: Class 12 contains 178051 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 41142 members 
Mstep: Class 15 contains 10768 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 229421 members 
Mstep: Class 18 contains 61566 members 
Mstep: Class 19 contains 20297 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9895 members 
Mstep: Class 22 contains 8454 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 14375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834880.000000 Penalty: 80247.148438
Iteration 170Q: 25 clusters Score -9.083488e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 37876 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11582 members 
Mstep: Class 5 contains 14529 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24677 members 
Mstep: Class 8 contains 9444 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 13995 members 
Mstep: Class 11 contains 10124 members 
Mstep: Class 12 contains 177988 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 41274 members 
Mstep: Class 15 contains 10769 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 229404 members 
Mstep: Class 18 contains 61560 members 
Mstep: Class 19 contains 20300 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9891 members 
Mstep: Class 22 contains 8459 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 14278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90834976.000000 Penalty: 80247.148438
Iteration 171Q: 25 clusters Score -9.083498e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 37869 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14537 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24728 members 
Mstep: Class 8 contains 9443 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 13990 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 177890 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 41382 members 
Mstep: Class 15 contains 10772 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 229412 members 
Mstep: Class 18 contains 61549 members 
Mstep: Class 19 contains 20297 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9881 members 
Mstep: Class 22 contains 8464 members 
Mstep: Class 23 contains 5864 members 
Mstep: Class 24 contains 14229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835096.000000 Penalty: 80247.148438
Iteration 172Q: 25 clusters Score -9.08351e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 37864 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11582 members 
Mstep: Class 5 contains 14542 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24762 members 
Mstep: Class 8 contains 9445 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 13989 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 177796 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 41486 members 
Mstep: Class 15 contains 10773 members 
Mstep: Class 16 contains 695 members 
Mstep: Class 17 contains 229403 members 
Mstep: Class 18 contains 61549 members 
Mstep: Class 19 contains 20296 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9870 members 
Mstep: Class 22 contains 8470 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 14196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835280.000000 Penalty: 80247.148438
Iteration 173Q: 25 clusters Score -9.083528e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 37858 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14542 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24801 members 
Mstep: Class 8 contains 9443 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 13990 members 
Mstep: Class 11 contains 10124 members 
Mstep: Class 12 contains 177718 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 41583 members 
Mstep: Class 15 contains 10775 members 
Mstep: Class 16 contains 695 members 
Mstep: Class 17 contains 229412 members 
Mstep: Class 18 contains 61541 members 
Mstep: Class 19 contains 20295 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9856 members 
Mstep: Class 22 contains 8478 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 14149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835232.000000 Penalty: 80247.148438
Iteration 174Q: 25 clusters Score -9.083523e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 37837 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14560 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24839 members 
Mstep: Class 8 contains 9440 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 13989 members 
Mstep: Class 11 contains 10124 members 
Mstep: Class 12 contains 177631 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 41674 members 
Mstep: Class 15 contains 10776 members 
Mstep: Class 16 contains 695 members 
Mstep: Class 17 contains 229425 members 
Mstep: Class 18 contains 61530 members 
Mstep: Class 19 contains 20296 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9841 members 
Mstep: Class 22 contains 8485 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 14117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835464.000000 Penalty: 80247.148438
Iteration 175Q: 25 clusters Score -9.083546e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 37829 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11578 members 
Mstep: Class 5 contains 14579 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24868 members 
Mstep: Class 8 contains 9439 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 13988 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 177537 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 41748 members 
Mstep: Class 15 contains 10777 members 
Mstep: Class 16 contains 696 members 
Mstep: Class 17 contains 229426 members 
Mstep: Class 18 contains 61520 members 
Mstep: Class 19 contains 20296 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9824 members 
Mstep: Class 22 contains 8491 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 14121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835640.000000 Penalty: 80247.148438
Iteration 176Q: 25 clusters Score -9.083564e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 37809 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14595 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24908 members 
Mstep: Class 8 contains 9445 members 
Mstep: Class 9 contains 5504 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 10124 members 
Mstep: Class 12 contains 177459 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 41796 members 
Mstep: Class 15 contains 10776 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 229428 members 
Mstep: Class 18 contains 61512 members 
Mstep: Class 19 contains 20294 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9808 members 
Mstep: Class 22 contains 8494 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 14128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835736.000000 Penalty: 80247.148438
Iteration 177Q: 25 clusters Score -9.083574e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 37772 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11585 members 
Mstep: Class 5 contains 14608 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 24962 members 
Mstep: Class 8 contains 9444 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 13987 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 177398 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 41837 members 
Mstep: Class 15 contains 10777 members 
Mstep: Class 16 contains 696 members 
Mstep: Class 17 contains 229419 members 
Mstep: Class 18 contains 61502 members 
Mstep: Class 19 contains 20297 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9802 members 
Mstep: Class 22 contains 8498 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 14134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835944.000000 Penalty: 80247.148438
Iteration 178Q: 25 clusters Score -9.083594e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 37729 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11584 members 
Mstep: Class 5 contains 14620 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25010 members 
Mstep: Class 8 contains 9449 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 13986 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 177358 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 41869 members 
Mstep: Class 15 contains 10777 members 
Mstep: Class 16 contains 695 members 
Mstep: Class 17 contains 229392 members 
Mstep: Class 18 contains 61496 members 
Mstep: Class 19 contains 20298 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9799 members 
Mstep: Class 22 contains 8503 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 14151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835880.000000 Penalty: 80247.148438
Iteration 179Q: 25 clusters Score -9.083588e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 37675 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11586 members 
Mstep: Class 5 contains 14629 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25049 members 
Mstep: Class 8 contains 9451 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 13985 members 
Mstep: Class 11 contains 10126 members 
Mstep: Class 12 contains 177341 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 41911 members 
Mstep: Class 15 contains 10777 members 
Mstep: Class 16 contains 695 members 
Mstep: Class 17 contains 229368 members 
Mstep: Class 18 contains 61488 members 
Mstep: Class 19 contains 20298 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9799 members 
Mstep: Class 22 contains 8504 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 14159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835864.000000 Penalty: 80247.148438
Iteration 180F: 25 clusters Score -9.083586e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 37627 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11586 members 
Mstep: Class 5 contains 14640 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25082 members 
Mstep: Class 8 contains 9449 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 13982 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 177325 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 41954 members 
Mstep: Class 15 contains 10777 members 
Mstep: Class 16 contains 696 members 
Mstep: Class 17 contains 229358 members 
Mstep: Class 18 contains 61480 members 
Mstep: Class 19 contains 20295 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9801 members 
Mstep: Class 22 contains 8506 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 14156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836000.000000 Penalty: 80247.148438
Iteration 181Q: 25 clusters Score -9.0836e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 37593 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 11585 members 
Mstep: Class 5 contains 14653 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25119 members 
Mstep: Class 8 contains 9449 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 13978 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 177298 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 41978 members 
Mstep: Class 15 contains 10779 members 
Mstep: Class 16 contains 696 members 
Mstep: Class 17 contains 229356 members 
Mstep: Class 18 contains 61478 members 
Mstep: Class 19 contains 20294 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9799 members 
Mstep: Class 22 contains 8508 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 14150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836008.000000 Penalty: 80247.148438
Iteration 182Q: 25 clusters Score -9.083601e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37558 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11583 members 
Mstep: Class 5 contains 14665 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25141 members 
Mstep: Class 8 contains 9451 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 13980 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177287 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42000 members 
Mstep: Class 15 contains 10782 members 
Mstep: Class 16 contains 696 members 
Mstep: Class 17 contains 229322 members 
Mstep: Class 18 contains 61473 members 
Mstep: Class 19 contains 20290 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9796 members 
Mstep: Class 22 contains 8512 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 14172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836104.000000 Penalty: 80247.148438
Iteration 183Q: 25 clusters Score -9.08361e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37529 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11583 members 
Mstep: Class 5 contains 14673 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25180 members 
Mstep: Class 8 contains 9454 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 13980 members 
Mstep: Class 11 contains 10126 members 
Mstep: Class 12 contains 177286 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42010 members 
Mstep: Class 15 contains 10782 members 
Mstep: Class 16 contains 696 members 
Mstep: Class 17 contains 229293 members 
Mstep: Class 18 contains 61469 members 
Mstep: Class 19 contains 20283 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9790 members 
Mstep: Class 22 contains 8515 members 
Mstep: Class 23 contains 5866 members 
Mstep: Class 24 contains 14186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836120.000000 Penalty: 80247.148438
Iteration 184Q: 25 clusters Score -9.083612e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37511 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11583 members 
Mstep: Class 5 contains 14681 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25215 members 
Mstep: Class 8 contains 9453 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 13979 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 177280 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42018 members 
Mstep: Class 15 contains 10781 members 
Mstep: Class 16 contains 698 members 
Mstep: Class 17 contains 229270 members 
Mstep: Class 18 contains 61463 members 
Mstep: Class 19 contains 20277 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9787 members 
Mstep: Class 22 contains 8518 members 
Mstep: Class 23 contains 5866 members 
Mstep: Class 24 contains 14195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836072.000000 Penalty: 80247.148438
Iteration 185Q: 25 clusters Score -9.083607e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37484 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11583 members 
Mstep: Class 5 contains 14690 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25240 members 
Mstep: Class 8 contains 9454 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 13975 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177279 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42031 members 
Mstep: Class 15 contains 10783 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 17 contains 229243 members 
Mstep: Class 18 contains 61458 members 
Mstep: Class 19 contains 20270 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9783 members 
Mstep: Class 22 contains 8518 members 
Mstep: Class 23 contains 5866 members 
Mstep: Class 24 contains 14216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836040.000000 Penalty: 80247.148438
Iteration 186Q: 25 clusters Score -9.083604e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37458 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11586 members 
Mstep: Class 5 contains 14698 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25276 members 
Mstep: Class 8 contains 9457 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 13972 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177278 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42037 members 
Mstep: Class 15 contains 10787 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 17 contains 229215 members 
Mstep: Class 18 contains 61454 members 
Mstep: Class 19 contains 20268 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9779 members 
Mstep: Class 22 contains 8518 members 
Mstep: Class 23 contains 5866 members 
Mstep: Class 24 contains 14225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836008.000000 Penalty: 80247.148438
Iteration 187Q: 25 clusters Score -9.083601e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37438 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11587 members 
Mstep: Class 5 contains 14707 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25312 members 
Mstep: Class 8 contains 9458 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 13968 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 177282 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42039 members 
Mstep: Class 15 contains 10793 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 17 contains 229185 members 
Mstep: Class 18 contains 61449 members 
Mstep: Class 19 contains 20267 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9778 members 
Mstep: Class 22 contains 8518 members 
Mstep: Class 23 contains 5866 members 
Mstep: Class 24 contains 14228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835872.000000 Penalty: 80247.148438
Iteration 188Q: 25 clusters Score -9.083587e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37411 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11585 members 
Mstep: Class 5 contains 14715 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25341 members 
Mstep: Class 8 contains 9459 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 13966 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 177293 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42051 members 
Mstep: Class 15 contains 10794 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 17 contains 229151 members 
Mstep: Class 18 contains 61447 members 
Mstep: Class 19 contains 20266 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9775 members 
Mstep: Class 22 contains 8519 members 
Mstep: Class 23 contains 5866 members 
Mstep: Class 24 contains 14232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836024.000000 Penalty: 80247.148438
Iteration 189Q: 25 clusters Score -9.083602e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37385 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11585 members 
Mstep: Class 5 contains 14722 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25367 members 
Mstep: Class 8 contains 9456 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 13967 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177303 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42054 members 
Mstep: Class 15 contains 10797 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 17 contains 229127 members 
Mstep: Class 18 contains 61444 members 
Mstep: Class 19 contains 20268 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9772 members 
Mstep: Class 22 contains 8521 members 
Mstep: Class 23 contains 5867 members 
Mstep: Class 24 contains 14238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835872.000000 Penalty: 80247.148438
Iteration 190Q: 25 clusters Score -9.083587e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37355 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11586 members 
Mstep: Class 5 contains 14727 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25393 members 
Mstep: Class 8 contains 9456 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 13967 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177328 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42063 members 
Mstep: Class 15 contains 10802 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 17 contains 229077 members 
Mstep: Class 18 contains 61444 members 
Mstep: Class 19 contains 20266 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9765 members 
Mstep: Class 22 contains 8524 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 14252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835880.000000 Penalty: 80247.148438
Iteration 191Q: 25 clusters Score -9.083588e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37334 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11587 members 
Mstep: Class 5 contains 14728 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25412 members 
Mstep: Class 8 contains 9456 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 13968 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177351 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42065 members 
Mstep: Class 15 contains 10803 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 17 contains 229044 members 
Mstep: Class 18 contains 61444 members 
Mstep: Class 19 contains 20266 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9763 members 
Mstep: Class 22 contains 8526 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 14259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835840.000000 Penalty: 80247.148438
Iteration 192Q: 25 clusters Score -9.083584e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37311 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11586 members 
Mstep: Class 5 contains 14731 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25428 members 
Mstep: Class 8 contains 9457 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 13967 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177384 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 10802 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 17 contains 229015 members 
Mstep: Class 18 contains 61446 members 
Mstep: Class 19 contains 20265 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9756 members 
Mstep: Class 22 contains 8529 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 14259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835944.000000 Penalty: 80247.148438
Iteration 193Q: 25 clusters Score -9.083594e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37296 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11583 members 
Mstep: Class 5 contains 14733 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25441 members 
Mstep: Class 8 contains 9457 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 13962 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 177424 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 10804 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 17 contains 228994 members 
Mstep: Class 18 contains 61445 members 
Mstep: Class 19 contains 20261 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9748 members 
Mstep: Class 22 contains 8533 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 14256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835952.000000 Penalty: 80247.148438
Iteration 194Q: 25 clusters Score -9.083595e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37282 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11582 members 
Mstep: Class 5 contains 14734 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25447 members 
Mstep: Class 8 contains 9456 members 
Mstep: Class 9 contains 5498 members 
Mstep: Class 10 contains 13960 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 177458 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42069 members 
Mstep: Class 15 contains 10805 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 17 contains 228981 members 
Mstep: Class 18 contains 61440 members 
Mstep: Class 19 contains 20259 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9743 members 
Mstep: Class 22 contains 8535 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 14258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90835928.000000 Penalty: 80247.148438
Iteration 195Q: 25 clusters Score -9.083593e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37269 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11582 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25459 members 
Mstep: Class 8 contains 9456 members 
Mstep: Class 9 contains 5496 members 
Mstep: Class 10 contains 13958 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 177476 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42066 members 
Mstep: Class 15 contains 10806 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 17 contains 228971 members 
Mstep: Class 18 contains 61437 members 
Mstep: Class 19 contains 20256 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9739 members 
Mstep: Class 22 contains 8538 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 14263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836032.000000 Penalty: 80247.148438
Iteration 196Q: 25 clusters Score -9.083603e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37256 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11582 members 
Mstep: Class 5 contains 14738 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25473 members 
Mstep: Class 8 contains 9456 members 
Mstep: Class 9 contains 5496 members 
Mstep: Class 10 contains 13954 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 177486 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42065 members 
Mstep: Class 15 contains 10807 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 228971 members 
Mstep: Class 18 contains 61435 members 
Mstep: Class 19 contains 20254 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9730 members 
Mstep: Class 22 contains 8538 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 14267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836168.000000 Penalty: 80247.148438
Iteration 197Q: 25 clusters Score -9.083617e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37232 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14739 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25483 members 
Mstep: Class 8 contains 9457 members 
Mstep: Class 9 contains 5496 members 
Mstep: Class 10 contains 13949 members 
Mstep: Class 11 contains 10126 members 
Mstep: Class 12 contains 177498 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42064 members 
Mstep: Class 15 contains 10807 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 228978 members 
Mstep: Class 18 contains 61433 members 
Mstep: Class 19 contains 20253 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9726 members 
Mstep: Class 22 contains 8539 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 14271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836136.000000 Penalty: 80247.148438
Iteration 198Q: 25 clusters Score -9.083614e+07 nChanged 129
Entering ConstructFrom: 
Score: -90836136.000000 Penalty: 80247.148438
Entering ConstructFrom: 
Trying to split cluster 1 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -125772.687500 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -125772.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -123854.296875 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -123854.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -124432.718750 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -124432.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -124902.195312 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -124902.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -125352.164062 Penalty: 3477.114746
	Iteration 3F: 3 clusters Score -125352.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -125604.296875 Penalty: 3477.114746
	Iteration 4F: 3 clusters Score -125604.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -125773.726562 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -125773.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125929.812500 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -125929.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -126073.960938 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -126074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -126129.296875 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -126129.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -126150.250000 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -126150.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -126170.656250 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -126170.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -126187.273438 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -126187.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -126199.328125 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -126199.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -126202.937500 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -126202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -126202.937500 Penalty: 3477.114746
	Iteration 14F: 3 clusters Score -126202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 37214 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25490 members 
Mstep: Class 8 contains 9457 members 
Mstep: Class 9 contains 5496 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 10126 members 
Mstep: Class 12 contains 177520 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42062 members 
Mstep: Class 15 contains 10808 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 228980 members 
Mstep: Class 18 contains 61432 members 
Mstep: Class 19 contains 20251 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9713 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 14278 members 
Mstep: Class 25 contains 630 members 
Entering Unmasked Estep 
Score: -90834952.000000 Penalty: 83590.781250
Splitting cluster 1 changes total score from -90836136.000000 to -90834952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (37214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Entering Unmasked Estep 
Score: -4759494.000000 Penalty: 2610.061279
	Iteration 0F: 2 clusters Score -4759494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -4734096.500000 Penalty: 5220.122559
	Iteration 0F: 3 clusters Score -4734096 nChanged 16985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -4743412.000000 Penalty: 5220.122559
	Iteration 1F: 3 clusters Score -4743412 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -4743997.000000 Penalty: 5220.122559
	Iteration 2Q: 3 clusters Score -4743997 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -4744652.500000 Penalty: 5220.122559
	Iteration 3Q: 3 clusters Score -4744652 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -4745480.000000 Penalty: 5220.122559
	Iteration 4Q: 3 clusters Score -4745480 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -4746515.000000 Penalty: 5220.122559
	Iteration 5F: 3 clusters Score -4746515 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -4747864.000000 Penalty: 5220.122559
	Iteration 6F: 3 clusters Score -4747864 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -4749449.500000 Penalty: 5220.122559
	Iteration 7F: 3 clusters Score -4749450 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -4751327.500000 Penalty: 5220.122559
	Iteration 8F: 3 clusters Score -4751328 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -4753231.500000 Penalty: 5220.122559
	Iteration 9F: 3 clusters Score -4753232 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -4754895.000000 Penalty: 5220.122559
	Iteration 10F: 3 clusters Score -4754895 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4756096.500000 Penalty: 5220.122559
	Iteration 11Q: 3 clusters Score -4756096 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4756923.000000 Penalty: 5220.122559
	Iteration 12Q: 3 clusters Score -4756923 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4757317.000000 Penalty: 5220.122559
	Iteration 13Q: 3 clusters Score -4757317 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4757532.500000 Penalty: 5220.122559
	Iteration 14Q: 3 clusters Score -4757532 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4757673.500000 Penalty: 5220.122559
	Iteration 15Q: 3 clusters Score -4757674 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4757741.000000 Penalty: 5220.122559
	Iteration 16Q: 3 clusters Score -4757741 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4757816.000000 Penalty: 5220.122559
	Iteration 17Q: 3 clusters Score -4757816 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4757868.000000 Penalty: 5220.122559
	Iteration 18Q: 3 clusters Score -4757868 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4757898.000000 Penalty: 5220.122559
	Iteration 19Q: 3 clusters Score -4757898 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4757923.500000 Penalty: 5220.122559
	Iteration 20F: 3 clusters Score -4757924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4757940.500000 Penalty: 5220.122559
	Iteration 21Q: 3 clusters Score -4757940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4757959.000000 Penalty: 5220.122559
	Iteration 22Q: 3 clusters Score -4757959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4757972.500000 Penalty: 5220.122559
	Iteration 23Q: 3 clusters Score -4757972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4757994.000000 Penalty: 5220.122559
	Iteration 24Q: 3 clusters Score -4757994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4758007.500000 Penalty: 5220.122559
	Iteration 25Q: 3 clusters Score -4758008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4758018.000000 Penalty: 5220.122559
	Iteration 26Q: 3 clusters Score -4758018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4758029.000000 Penalty: 5220.122559
	Iteration 27Q: 3 clusters Score -4758029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4758036.000000 Penalty: 5220.122559
	Iteration 28Q: 3 clusters Score -4758036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4758032.500000 Penalty: 5220.122559
	Iteration 29Q: 3 clusters Score -4758032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4758031.000000 Penalty: 5220.122559
	Iteration 30Q: 3 clusters Score -4758031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4758031.000000 Penalty: 5220.122559
	Iteration 31Q: 3 clusters Score -4758031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4758030.500000 Penalty: 5220.122559
	Iteration 32Q: 3 clusters Score -4758030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4758030.000000 Penalty: 5220.122559
	Iteration 33Q: 3 clusters Score -4758030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4758031.000000 Penalty: 5220.122559
	Iteration 34Q: 3 clusters Score -4758031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4758032.500000 Penalty: 5220.122559
	Iteration 35Q: 3 clusters Score -4758032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4758032.500000 Penalty: 5220.122559
	Iteration 36F: 3 clusters Score -4758032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Entering Unmasked Estep 
Score: -573956.562500 Penalty: 2090.612793
	Iteration 0F: 2 clusters Score -573956.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -569627.812500 Penalty: 4181.225586
	Iteration 0F: 3 clusters Score -569627.8 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -570654.062500 Penalty: 4181.225586
	Iteration 1F: 3 clusters Score -570654.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -570892.875000 Penalty: 4181.225586
	Iteration 2F: 3 clusters Score -570892.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -571065.812500 Penalty: 4181.225586
	Iteration 3F: 3 clusters Score -571065.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -571191.562500 Penalty: 4181.225586
	Iteration 4Q: 3 clusters Score -571191.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -571278.500000 Penalty: 4181.225586
	Iteration 5Q: 3 clusters Score -571278.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -571381.562500 Penalty: 4181.225586
	Iteration 6Q: 3 clusters Score -571381.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -571469.625000 Penalty: 4181.225586
	Iteration 7Q: 3 clusters Score -571469.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -571542.437500 Penalty: 4181.225586
	Iteration 8Q: 3 clusters Score -571542.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -571595.625000 Penalty: 4181.225586
	Iteration 9Q: 3 clusters Score -571595.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -571642.875000 Penalty: 4181.225586
	Iteration 10Q: 3 clusters Score -571642.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -571695.687500 Penalty: 4181.225586
	Iteration 11Q: 3 clusters Score -571695.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -571756.312500 Penalty: 4181.225586
	Iteration 12Q: 3 clusters Score -571756.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -571832.125000 Penalty: 4181.225586
	Iteration 13Q: 3 clusters Score -571832.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -571892.500000 Penalty: 4181.225586
	Iteration 14Q: 3 clusters Score -571892.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -571942.750000 Penalty: 4181.225586
	Iteration 15Q: 3 clusters Score -571942.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -571987.937500 Penalty: 4181.225586
	Iteration 16Q: 3 clusters Score -571987.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -572032.250000 Penalty: 4181.225586
	Iteration 17Q: 3 clusters Score -572032.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -572072.312500 Penalty: 4181.225586
	Iteration 18Q: 3 clusters Score -572072.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -572100.187500 Penalty: 4181.225586
	Iteration 19Q: 3 clusters Score -572100.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -572123.500000 Penalty: 4181.225586
	Iteration 20F: 3 clusters Score -572123.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -572145.625000 Penalty: 4181.225586
	Iteration 21Q: 3 clusters Score -572145.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -572163.875000 Penalty: 4181.225586
	Iteration 22Q: 3 clusters Score -572163.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -572182.312500 Penalty: 4181.225586
	Iteration 23Q: 3 clusters Score -572182.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -572203.937500 Penalty: 4181.225586
	Iteration 24Q: 3 clusters Score -572203.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -572217.750000 Penalty: 4181.225586
	Iteration 25Q: 3 clusters Score -572217.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -572234.125000 Penalty: 4181.225586
	Iteration 26Q: 3 clusters Score -572234.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -572246.062500 Penalty: 4181.225586
	Iteration 27Q: 3 clusters Score -572246.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -572256.750000 Penalty: 4181.225586
	Iteration 28Q: 3 clusters Score -572256.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -572260.375000 Penalty: 4181.225586
	Iteration 29Q: 3 clusters Score -572260.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -572268.375000 Penalty: 4181.225586
	Iteration 30Q: 3 clusters Score -572268.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -572274.125000 Penalty: 4181.225586
	Iteration 31Q: 3 clusters Score -572274.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -572277.500000 Penalty: 4181.225586
	Iteration 32Q: 3 clusters Score -572277.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -572282.312500 Penalty: 4181.225586
	Iteration 33Q: 3 clusters Score -572282.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -572286.000000 Penalty: 4181.225586
	Iteration 34Q: 3 clusters Score -572286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -572289.437500 Penalty: 4181.225586
	Iteration 35Q: 3 clusters Score -572289.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -572296.937500 Penalty: 4181.225586
	Iteration 36Q: 3 clusters Score -572296.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -572301.937500 Penalty: 4181.225586
	Iteration 37Q: 3 clusters Score -572301.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -572309.625000 Penalty: 4181.225586
	Iteration 38Q: 3 clusters Score -572309.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -572313.062500 Penalty: 4181.225586
	Iteration 39Q: 3 clusters Score -572313.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -572316.000000 Penalty: 4181.225586
	Iteration 40F: 3 clusters Score -572316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -572318.937500 Penalty: 4181.225586
	Iteration 41Q: 3 clusters Score -572318.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -572321.187500 Penalty: 4181.225586
	Iteration 42Q: 3 clusters Score -572321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -572323.500000 Penalty: 4181.225586
	Iteration 43Q: 3 clusters Score -572323.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -572324.312500 Penalty: 4181.225586
	Iteration 44Q: 3 clusters Score -572324.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -572324.000000 Penalty: 4181.225586
	Iteration 45Q: 3 clusters Score -572324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -572324.000000 Penalty: 4181.225586
	Iteration 46F: 3 clusters Score -572324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Entering Unmasked Estep 
Score: -1534074.500000 Penalty: 2320.544678
	Iteration 0F: 2 clusters Score -1534074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1525357.500000 Penalty: 4641.089355
	Iteration 0F: 3 clusters Score -1525358 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1527933.875000 Penalty: 4641.089355
	Iteration 1F: 3 clusters Score -1527934 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1528309.250000 Penalty: 4641.089355
	Iteration 2F: 3 clusters Score -1528309 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1528582.125000 Penalty: 4641.089355
	Iteration 3F: 3 clusters Score -1528582 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1528822.625000 Penalty: 4641.089355
	Iteration 4Q: 3 clusters Score -1528823 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1529109.375000 Penalty: 4641.089355
	Iteration 5Q: 3 clusters Score -1529109 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1529461.375000 Penalty: 4641.089355
	Iteration 6Q: 3 clusters Score -1529461 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1529893.125000 Penalty: 4641.089355
	Iteration 7F: 3 clusters Score -1529893 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1530381.250000 Penalty: 4641.089355
	Iteration 8F: 3 clusters Score -1530381 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1530918.125000 Penalty: 4641.089355
	Iteration 9F: 3 clusters Score -1530918 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1531342.000000 Penalty: 4641.089355
	Iteration 10Q: 3 clusters Score -1531342 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1531672.750000 Penalty: 4641.089355
	Iteration 11Q: 3 clusters Score -1531673 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1531877.500000 Penalty: 4641.089355
	Iteration 12Q: 3 clusters Score -1531878 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1531996.500000 Penalty: 4641.089355
	Iteration 13Q: 3 clusters Score -1531996 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1532086.625000 Penalty: 4641.089355
	Iteration 14Q: 3 clusters Score -1532087 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1532155.875000 Penalty: 4641.089355
	Iteration 15Q: 3 clusters Score -1532156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1532206.375000 Penalty: 4641.089355
	Iteration 16Q: 3 clusters Score -1532206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1532241.500000 Penalty: 4641.089355
	Iteration 17Q: 3 clusters Score -1532242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1532260.125000 Penalty: 4641.089355
	Iteration 18Q: 3 clusters Score -1532260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1532281.125000 Penalty: 4641.089355
	Iteration 19Q: 3 clusters Score -1532281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1532297.625000 Penalty: 4641.089355
	Iteration 20F: 3 clusters Score -1532298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1532310.500000 Penalty: 4641.089355
	Iteration 21Q: 3 clusters Score -1532310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1532321.375000 Penalty: 4641.089355
	Iteration 22Q: 3 clusters Score -1532321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1532324.625000 Penalty: 4641.089355
	Iteration 23Q: 3 clusters Score -1532325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1532332.125000 Penalty: 4641.089355
	Iteration 24Q: 3 clusters Score -1532332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1532337.250000 Penalty: 4641.089355
	Iteration 25Q: 3 clusters Score -1532337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1532343.625000 Penalty: 4641.089355
	Iteration 26Q: 3 clusters Score -1532344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1532346.125000 Penalty: 4641.089355
	Iteration 27Q: 3 clusters Score -1532346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1532344.500000 Penalty: 4641.089355
	Iteration 28Q: 3 clusters Score -1532344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1532349.125000 Penalty: 4641.089355
	Iteration 29Q: 3 clusters Score -1532349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1532350.750000 Penalty: 4641.089355
	Iteration 30Q: 3 clusters Score -1532351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1532353.000000 Penalty: 4641.089355
	Iteration 31Q: 3 clusters Score -1532353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1532355.250000 Penalty: 4641.089355
	Iteration 32Q: 3 clusters Score -1532355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1532354.125000 Penalty: 4641.089355
	Iteration 33Q: 3 clusters Score -1532354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1532357.125000 Penalty: 4641.089355
	Iteration 34Q: 3 clusters Score -1532357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1532357.000000 Penalty: 4641.089355
	Iteration 35Q: 3 clusters Score -1532357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1532358.500000 Penalty: 4641.089355
	Iteration 36Q: 3 clusters Score -1532358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1532358.500000 Penalty: 4641.089355
	Iteration 37F: 3 clusters Score -1532358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Entering Unmasked Estep 
Score: -1920830.625000 Penalty: 2380.400146
	Iteration 0F: 2 clusters Score -1920831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1910200.125000 Penalty: 4760.800293
	Iteration 0F: 3 clusters Score -1910200 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1913488.500000 Penalty: 4760.800293
	Iteration 1F: 3 clusters Score -1913488 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1913922.875000 Penalty: 4760.800293
	Iteration 2F: 3 clusters Score -1913923 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1914350.625000 Penalty: 4760.800293
	Iteration 3F: 3 clusters Score -1914351 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1914788.625000 Penalty: 4760.800293
	Iteration 4F: 3 clusters Score -1914789 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1915332.625000 Penalty: 4760.800293
	Iteration 5F: 3 clusters Score -1915333 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1915986.500000 Penalty: 4760.800293
	Iteration 6F: 3 clusters Score -1915986 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1916764.500000 Penalty: 4760.800293
	Iteration 7F: 3 clusters Score -1916764 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1917475.250000 Penalty: 4760.800293
	Iteration 8F: 3 clusters Score -1917475 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1918079.375000 Penalty: 4760.800293
	Iteration 9Q: 3 clusters Score -1918079 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1918525.000000 Penalty: 4760.800293
	Iteration 10Q: 3 clusters Score -1918525 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1918804.375000 Penalty: 4760.800293
	Iteration 11Q: 3 clusters Score -1918804 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1918929.875000 Penalty: 4760.800293
	Iteration 12Q: 3 clusters Score -1918930 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1919016.500000 Penalty: 4760.800293
	Iteration 13Q: 3 clusters Score -1919016 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1919060.875000 Penalty: 4760.800293
	Iteration 14Q: 3 clusters Score -1919061 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1919089.375000 Penalty: 4760.800293
	Iteration 15Q: 3 clusters Score -1919089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1919098.500000 Penalty: 4760.800293
	Iteration 16Q: 3 clusters Score -1919098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1919119.625000 Penalty: 4760.800293
	Iteration 17Q: 3 clusters Score -1919120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1919129.125000 Penalty: 4760.800293
	Iteration 18Q: 3 clusters Score -1919129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1919140.750000 Penalty: 4760.800293
	Iteration 19Q: 3 clusters Score -1919141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1919144.250000 Penalty: 4760.800293
	Iteration 20F: 3 clusters Score -1919144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1919148.625000 Penalty: 4760.800293
	Iteration 21Q: 3 clusters Score -1919149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1919153.625000 Penalty: 4760.800293
	Iteration 22Q: 3 clusters Score -1919154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1919153.625000 Penalty: 4760.800293
	Iteration 23Q: 3 clusters Score -1919154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1919156.375000 Penalty: 4760.800293
	Iteration 24Q: 3 clusters Score -1919156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1919156.375000 Penalty: 4760.800293
	Iteration 25F: 3 clusters Score -1919156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -147057.265625 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -147057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -144991.421875 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -144991.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -145856.890625 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -145856.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -146354.937500 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -146354.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -146979.468750 Penalty: 3584.560303
	Iteration 3F: 3 clusters Score -146979.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -147444.781250 Penalty: 3584.560303
	Iteration 4F: 3 clusters Score -147444.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -147953.343750 Penalty: 3584.560303
	Iteration 5F: 3 clusters Score -147953.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -148441.421875 Penalty: 3584.560303
	Iteration 6F: 3 clusters Score -148441.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -148619.984375 Penalty: 3584.560303
	Iteration 7Q: 3 clusters Score -148620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -148638.531250 Penalty: 3584.560303
	Iteration 8Q: 3 clusters Score -148638.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -148650.718750 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -148650.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -148667.968750 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -148668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -148685.625000 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -148685.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -148694.859375 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -148694.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -148697.109375 Penalty: 3584.560303
	Iteration 13Q: 3 clusters Score -148697.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -148697.109375 Penalty: 3584.560303
	Iteration 14F: 3 clusters Score -148697.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37214 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 25490 members 
Mstep: Class 8 contains 9457 members 
Mstep: Class 9 contains 5496 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 10126 members 
Mstep: Class 12 contains 177520 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42062 members 
Mstep: Class 15 contains 10808 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 228980 members 
Mstep: Class 18 contains 61432 members 
Mstep: Class 19 contains 20251 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9713 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 14278 members 
Mstep: Class 25 contains 639 members 
Entering Unmasked Estep 
Score: -90836136.000000 Penalty: 83590.781250
Splitting cluster 6 changes total score from -90836136.000000 to -90836136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (25490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Entering Unmasked Estep 
Score: -3055360.250000 Penalty: 2516.218262
	Iteration 0F: 2 clusters Score -3055360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -3037876.750000 Penalty: 5032.436523
	Iteration 0F: 3 clusters Score -3037877 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -3044330.000000 Penalty: 5032.436523
	Iteration 1F: 3 clusters Score -3044330 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3045104.250000 Penalty: 5032.436523
	Iteration 2F: 3 clusters Score -3045104 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3045926.000000 Penalty: 5032.436523
	Iteration 3F: 3 clusters Score -3045926 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3046732.500000 Penalty: 5032.436523
	Iteration 4F: 3 clusters Score -3046732 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -3047543.000000 Penalty: 5032.436523
	Iteration 5F: 3 clusters Score -3047543 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3048386.750000 Penalty: 5032.436523
	Iteration 6F: 3 clusters Score -3048387 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -3049013.750000 Penalty: 5032.436523
	Iteration 7Q: 3 clusters Score -3049014 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -3049510.000000 Penalty: 5032.436523
	Iteration 8Q: 3 clusters Score -3049510 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3049862.000000 Penalty: 5032.436523
	Iteration 9Q: 3 clusters Score -3049862 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -3050123.000000 Penalty: 5032.436523
	Iteration 10Q: 3 clusters Score -3050123 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -3050291.250000 Penalty: 5032.436523
	Iteration 11Q: 3 clusters Score -3050291 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -3050412.500000 Penalty: 5032.436523
	Iteration 12Q: 3 clusters Score -3050412 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -3050501.750000 Penalty: 5032.436523
	Iteration 13Q: 3 clusters Score -3050502 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -3050563.000000 Penalty: 5032.436523
	Iteration 14Q: 3 clusters Score -3050563 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -3050603.000000 Penalty: 5032.436523
	Iteration 15Q: 3 clusters Score -3050603 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -3050676.500000 Penalty: 5032.436523
	Iteration 16Q: 3 clusters Score -3050676 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3050753.750000 Penalty: 5032.436523
	Iteration 17Q: 3 clusters Score -3050754 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -3050825.000000 Penalty: 5032.436523
	Iteration 18Q: 3 clusters Score -3050825 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3050885.250000 Penalty: 5032.436523
	Iteration 19Q: 3 clusters Score -3050885 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3050954.250000 Penalty: 5032.436523
	Iteration 20F: 3 clusters Score -3050954 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -3051053.250000 Penalty: 5032.436523
	Iteration 21Q: 3 clusters Score -3051053 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3051140.250000 Penalty: 5032.436523
	Iteration 22Q: 3 clusters Score -3051140 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -3051242.000000 Penalty: 5032.436523
	Iteration 23Q: 3 clusters Score -3051242 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -3051367.750000 Penalty: 5032.436523
	Iteration 24Q: 3 clusters Score -3051368 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3051503.500000 Penalty: 5032.436523
	Iteration 25Q: 3 clusters Score -3051504 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3051633.750000 Penalty: 5032.436523
	Iteration 26Q: 3 clusters Score -3051634 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3051745.000000 Penalty: 5032.436523
	Iteration 27Q: 3 clusters Score -3051745 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3051835.000000 Penalty: 5032.436523
	Iteration 28Q: 3 clusters Score -3051835 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3051955.250000 Penalty: 5032.436523
	Iteration 29Q: 3 clusters Score -3051955 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3052044.000000 Penalty: 5032.436523
	Iteration 30Q: 3 clusters Score -3052044 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -3052145.000000 Penalty: 5032.436523
	Iteration 31Q: 3 clusters Score -3052145 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3052245.250000 Penalty: 5032.436523
	Iteration 32Q: 3 clusters Score -3052245 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -3052326.500000 Penalty: 5032.436523
	Iteration 33Q: 3 clusters Score -3052326 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -3052388.750000 Penalty: 5032.436523
	Iteration 34Q: 3 clusters Score -3052389 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -3052446.000000 Penalty: 5032.436523
	Iteration 35Q: 3 clusters Score -3052446 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3052534.750000 Penalty: 5032.436523
	Iteration 36Q: 3 clusters Score -3052535 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -3052605.250000 Penalty: 5032.436523
	Iteration 37Q: 3 clusters Score -3052605 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -3052689.250000 Penalty: 5032.436523
	Iteration 38Q: 3 clusters Score -3052689 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -3052770.750000 Penalty: 5032.436523
	Iteration 39Q: 3 clusters Score -3052771 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3052842.250000 Penalty: 5032.436523
	Iteration 40F: 3 clusters Score -3052842 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -3052933.250000 Penalty: 5032.436523
	Iteration 41Q: 3 clusters Score -3052933 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -3053014.500000 Penalty: 5032.436523
	Iteration 42Q: 3 clusters Score -3053014 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -3053124.000000 Penalty: 5032.436523
	Iteration 43Q: 3 clusters Score -3053124 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3053281.250000 Penalty: 5032.436523
	Iteration 44Q: 3 clusters Score -3053281 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -3053441.750000 Penalty: 5032.436523
	Iteration 45Q: 3 clusters Score -3053442 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -3053620.250000 Penalty: 5032.436523
	Iteration 46Q: 3 clusters Score -3053620 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -3053807.000000 Penalty: 5032.436523
	Iteration 47Q: 3 clusters Score -3053807 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -3053898.250000 Penalty: 5032.436523
	Iteration 48Q: 3 clusters Score -3053898 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -3053963.750000 Penalty: 5032.436523
	Iteration 49Q: 3 clusters Score -3053964 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -3054015.250000 Penalty: 5032.436523
	Iteration 50Q: 3 clusters Score -3054015 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -3054053.500000 Penalty: 5032.436523
	Iteration 51Q: 3 clusters Score -3054054 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -3054075.000000 Penalty: 5032.436523
	Iteration 52Q: 3 clusters Score -3054075 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -3054101.250000 Penalty: 5032.436523
	Iteration 53Q: 3 clusters Score -3054101 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3054116.000000 Penalty: 5032.436523
	Iteration 54Q: 3 clusters Score -3054116 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -3054124.500000 Penalty: 5032.436523
	Iteration 55Q: 3 clusters Score -3054124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3054134.500000 Penalty: 5032.436523
	Iteration 56Q: 3 clusters Score -3054134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3054147.250000 Penalty: 5032.436523
	Iteration 57Q: 3 clusters Score -3054147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3054144.750000 Penalty: 5032.436523
	Iteration 58Q: 3 clusters Score -3054145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3054153.250000 Penalty: 5032.436523
	Iteration 59Q: 3 clusters Score -3054153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -3054154.250000 Penalty: 5032.436523
	Iteration 60F: 3 clusters Score -3054154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3054160.250000 Penalty: 5032.436523
	Iteration 61Q: 3 clusters Score -3054160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -3054152.000000 Penalty: 5032.436523
	Iteration 62Q: 3 clusters Score -3054152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -3054153.750000 Penalty: 5032.436523
	Iteration 63Q: 3 clusters Score -3054154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -3054155.500000 Penalty: 5032.436523
	Iteration 64Q: 3 clusters Score -3054156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3054155.250000 Penalty: 5032.436523
	Iteration 65Q: 3 clusters Score -3054155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3054162.750000 Penalty: 5032.436523
	Iteration 66Q: 3 clusters Score -3054163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -3054161.250000 Penalty: 5032.436523
	Iteration 67Q: 3 clusters Score -3054161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3054159.750000 Penalty: 5032.436523
	Iteration 68Q: 3 clusters Score -3054160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -3054155.000000 Penalty: 5032.436523
	Iteration 69Q: 3 clusters Score -3054155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -3054151.500000 Penalty: 5032.436523
	Iteration 70Q: 3 clusters Score -3054152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3054164.000000 Penalty: 5032.436523
	Iteration 71Q: 3 clusters Score -3054164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -3054168.750000 Penalty: 5032.436523
	Iteration 72Q: 3 clusters Score -3054169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -3054168.000000 Penalty: 5032.436523
	Iteration 73Q: 3 clusters Score -3054168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3054169.750000 Penalty: 5032.436523
	Iteration 74Q: 3 clusters Score -3054170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -3054172.250000 Penalty: 5032.436523
	Iteration 75Q: 3 clusters Score -3054172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -3054171.250000 Penalty: 5032.436523
	Iteration 76Q: 3 clusters Score -3054171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3054171.250000 Penalty: 5032.436523
	Iteration 77Q: 3 clusters Score -3054171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -3054168.250000 Penalty: 5032.436523
	Iteration 78Q: 3 clusters Score -3054168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -3054167.500000 Penalty: 5032.436523
	Iteration 79Q: 3 clusters Score -3054168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -3054165.500000 Penalty: 5032.436523
	Iteration 80F: 3 clusters Score -3054166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -3054169.500000 Penalty: 5032.436523
	Iteration 81Q: 3 clusters Score -3054170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -3054171.000000 Penalty: 5032.436523
	Iteration 82Q: 3 clusters Score -3054171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -3054174.000000 Penalty: 5032.436523
	Iteration 83Q: 3 clusters Score -3054174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -3054176.750000 Penalty: 5032.436523
	Iteration 84Q: 3 clusters Score -3054177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -3054176.750000 Penalty: 5032.436523
	Iteration 85F: 3 clusters Score -3054177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Entering Unmasked Estep 
Score: -1253553.500000 Penalty: 2270.318604
	Iteration 0F: 2 clusters Score -1253554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1246242.625000 Penalty: 4540.637207
	Iteration 0F: 3 clusters Score -1246243 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1248379.500000 Penalty: 4540.637207
	Iteration 1F: 3 clusters Score -1248380 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1248704.250000 Penalty: 4540.637207
	Iteration 2F: 3 clusters Score -1248704 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1249016.125000 Penalty: 4540.637207
	Iteration 3F: 3 clusters Score -1249016 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1249326.750000 Penalty: 4540.637207
	Iteration 4F: 3 clusters Score -1249327 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1249672.500000 Penalty: 4540.637207
	Iteration 5F: 3 clusters Score -1249672 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1250014.625000 Penalty: 4540.637207
	Iteration 6Q: 3 clusters Score -1250015 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1250387.000000 Penalty: 4540.637207
	Iteration 7F: 3 clusters Score -1250387 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1250719.500000 Penalty: 4540.637207
	Iteration 8Q: 3 clusters Score -1250720 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1250954.750000 Penalty: 4540.637207
	Iteration 9Q: 3 clusters Score -1250955 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1251152.875000 Penalty: 4540.637207
	Iteration 10Q: 3 clusters Score -1251153 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1251286.875000 Penalty: 4540.637207
	Iteration 11Q: 3 clusters Score -1251287 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1251374.125000 Penalty: 4540.637207
	Iteration 12Q: 3 clusters Score -1251374 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1251433.375000 Penalty: 4540.637207
	Iteration 13Q: 3 clusters Score -1251433 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1251496.000000 Penalty: 4540.637207
	Iteration 14Q: 3 clusters Score -1251496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1251520.750000 Penalty: 4540.637207
	Iteration 15Q: 3 clusters Score -1251521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1251536.875000 Penalty: 4540.637207
	Iteration 16Q: 3 clusters Score -1251537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1251547.625000 Penalty: 4540.637207
	Iteration 17Q: 3 clusters Score -1251548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1251554.875000 Penalty: 4540.637207
	Iteration 18Q: 3 clusters Score -1251555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1251560.750000 Penalty: 4540.637207
	Iteration 19Q: 3 clusters Score -1251561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1251563.500000 Penalty: 4540.637207
	Iteration 20F: 3 clusters Score -1251564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1251567.625000 Penalty: 4540.637207
	Iteration 21Q: 3 clusters Score -1251568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1251569.125000 Penalty: 4540.637207
	Iteration 22Q: 3 clusters Score -1251569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1251573.375000 Penalty: 4540.637207
	Iteration 23Q: 3 clusters Score -1251573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1251574.500000 Penalty: 4540.637207
	Iteration 24Q: 3 clusters Score -1251574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1251574.500000 Penalty: 4540.637207
	Iteration 25F: 3 clusters Score -1251574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Entering Unmasked Estep 
Score: -721774.937500 Penalty: 2135.720215
	Iteration 0F: 2 clusters Score -721774.9 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 2713 members 
Entering Unmasked Estep 
Score: -716967.437500 Penalty: 4271.440430
	Iteration 0F: 3 clusters Score -716967.4 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -718154.625000 Penalty: 4271.440430
	Iteration 1F: 3 clusters Score -718154.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -718335.750000 Penalty: 4271.440430
	Iteration 2F: 3 clusters Score -718335.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -718435.125000 Penalty: 4271.440430
	Iteration 3Q: 3 clusters Score -718435.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -718497.250000 Penalty: 4271.440430
	Iteration 4Q: 3 clusters Score -718497.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -718542.375000 Penalty: 4271.440430
	Iteration 5Q: 3 clusters Score -718542.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -718574.875000 Penalty: 4271.440430
	Iteration 6Q: 3 clusters Score -718574.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -718602.437500 Penalty: 4271.440430
	Iteration 7Q: 3 clusters Score -718602.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -718625.750000 Penalty: 4271.440430
	Iteration 8Q: 3 clusters Score -718625.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -718647.437500 Penalty: 4271.440430
	Iteration 9Q: 3 clusters Score -718647.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -718669.187500 Penalty: 4271.440430
	Iteration 10Q: 3 clusters Score -718669.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -718689.000000 Penalty: 4271.440430
	Iteration 11Q: 3 clusters Score -718689 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -718699.687500 Penalty: 4271.440430
	Iteration 12Q: 3 clusters Score -718699.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -718715.187500 Penalty: 4271.440430
	Iteration 13Q: 3 clusters Score -718715.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -718727.187500 Penalty: 4271.440430
	Iteration 14Q: 3 clusters Score -718727.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -718736.562500 Penalty: 4271.440430
	Iteration 15Q: 3 clusters Score -718736.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -718745.500000 Penalty: 4271.440430
	Iteration 16Q: 3 clusters Score -718745.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -718748.812500 Penalty: 4271.440430
	Iteration 17Q: 3 clusters Score -718748.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -718753.187500 Penalty: 4271.440430
	Iteration 18Q: 3 clusters Score -718753.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -718762.625000 Penalty: 4271.440430
	Iteration 19Q: 3 clusters Score -718762.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -718767.937500 Penalty: 4271.440430
	Iteration 20F: 3 clusters Score -718767.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -718770.562500 Penalty: 4271.440430
	Iteration 21Q: 3 clusters Score -718770.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -718775.312500 Penalty: 4271.440430
	Iteration 22Q: 3 clusters Score -718775.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -718782.437500 Penalty: 4271.440430
	Iteration 23Q: 3 clusters Score -718782.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -718791.312500 Penalty: 4271.440430
	Iteration 24Q: 3 clusters Score -718791.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -718794.562500 Penalty: 4271.440430
	Iteration 25Q: 3 clusters Score -718794.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -718798.687500 Penalty: 4271.440430
	Iteration 26Q: 3 clusters Score -718798.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -718802.250000 Penalty: 4271.440430
	Iteration 27Q: 3 clusters Score -718802.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -718807.812500 Penalty: 4271.440430
	Iteration 28Q: 3 clusters Score -718807.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -718812.500000 Penalty: 4271.440430
	Iteration 29Q: 3 clusters Score -718812.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -718814.500000 Penalty: 4271.440430
	Iteration 30Q: 3 clusters Score -718814.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -718820.687500 Penalty: 4271.440430
	Iteration 31Q: 3 clusters Score -718820.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -718823.125000 Penalty: 4271.440430
	Iteration 32Q: 3 clusters Score -718823.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -718825.062500 Penalty: 4271.440430
	Iteration 33Q: 3 clusters Score -718825.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -718829.125000 Penalty: 4271.440430
	Iteration 34Q: 3 clusters Score -718829.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -718839.062500 Penalty: 4271.440430
	Iteration 35Q: 3 clusters Score -718839.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -718842.937500 Penalty: 4271.440430
	Iteration 36Q: 3 clusters Score -718842.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -718847.750000 Penalty: 4271.440430
	Iteration 37Q: 3 clusters Score -718847.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -718854.750000 Penalty: 4271.440430
	Iteration 38Q: 3 clusters Score -718854.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -718860.312500 Penalty: 4271.440430
	Iteration 39Q: 3 clusters Score -718860.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -718865.750000 Penalty: 4271.440430
	Iteration 40F: 3 clusters Score -718865.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -718872.437500 Penalty: 4271.440430
	Iteration 41Q: 3 clusters Score -718872.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -718880.625000 Penalty: 4271.440430
	Iteration 42Q: 3 clusters Score -718880.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -718888.187500 Penalty: 4271.440430
	Iteration 43Q: 3 clusters Score -718888.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -718897.875000 Penalty: 4271.440430
	Iteration 44Q: 3 clusters Score -718897.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -718908.500000 Penalty: 4271.440430
	Iteration 45Q: 3 clusters Score -718908.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -718920.250000 Penalty: 4271.440430
	Iteration 46Q: 3 clusters Score -718920.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -718930.062500 Penalty: 4271.440430
	Iteration 47Q: 3 clusters Score -718930.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -718943.250000 Penalty: 4271.440430
	Iteration 48Q: 3 clusters Score -718943.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -718957.500000 Penalty: 4271.440430
	Iteration 49Q: 3 clusters Score -718957.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -718966.375000 Penalty: 4271.440430
	Iteration 50Q: 3 clusters Score -718966.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -718982.937500 Penalty: 4271.440430
	Iteration 51Q: 3 clusters Score -718982.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -718995.062500 Penalty: 4271.440430
	Iteration 52Q: 3 clusters Score -718995.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -719011.312500 Penalty: 4271.440430
	Iteration 53Q: 3 clusters Score -719011.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -719028.812500 Penalty: 4271.440430
	Iteration 54Q: 3 clusters Score -719028.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -719047.500000 Penalty: 4271.440430
	Iteration 55Q: 3 clusters Score -719047.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -719069.750000 Penalty: 4271.440430
	Iteration 56Q: 3 clusters Score -719069.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -719088.562500 Penalty: 4271.440430
	Iteration 57Q: 3 clusters Score -719088.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -719107.750000 Penalty: 4271.440430
	Iteration 58Q: 3 clusters Score -719107.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -719129.750000 Penalty: 4271.440430
	Iteration 59Q: 3 clusters Score -719129.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -719150.750000 Penalty: 4271.440430
	Iteration 60F: 3 clusters Score -719150.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -719177.687500 Penalty: 4271.440430
	Iteration 61Q: 3 clusters Score -719177.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -719205.250000 Penalty: 4271.440430
	Iteration 62Q: 3 clusters Score -719205.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -719230.500000 Penalty: 4271.440430
	Iteration 63Q: 3 clusters Score -719230.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -719268.312500 Penalty: 4271.440430
	Iteration 64Q: 3 clusters Score -719268.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -719303.437500 Penalty: 4271.440430
	Iteration 65Q: 3 clusters Score -719303.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -719338.125000 Penalty: 4271.440430
	Iteration 66Q: 3 clusters Score -719338.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -719387.125000 Penalty: 4271.440430
	Iteration 67Q: 3 clusters Score -719387.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -719434.437500 Penalty: 4271.440430
	Iteration 68Q: 3 clusters Score -719434.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -719462.312500 Penalty: 4271.440430
	Iteration 69Q: 3 clusters Score -719462.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -719483.500000 Penalty: 4271.440430
	Iteration 70Q: 3 clusters Score -719483.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -719501.187500 Penalty: 4271.440430
	Iteration 71Q: 3 clusters Score -719501.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -719514.125000 Penalty: 4271.440430
	Iteration 72Q: 3 clusters Score -719514.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -719527.875000 Penalty: 4271.440430
	Iteration 73Q: 3 clusters Score -719527.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -719543.937500 Penalty: 4271.440430
	Iteration 74Q: 3 clusters Score -719543.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -719556.625000 Penalty: 4271.440430
	Iteration 75Q: 3 clusters Score -719556.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -719569.250000 Penalty: 4271.440430
	Iteration 76Q: 3 clusters Score -719569.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -719581.312500 Penalty: 4271.440430
	Iteration 77Q: 3 clusters Score -719581.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -719588.187500 Penalty: 4271.440430
	Iteration 78Q: 3 clusters Score -719588.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -719603.875000 Penalty: 4271.440430
	Iteration 79Q: 3 clusters Score -719603.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -719617.312500 Penalty: 4271.440430
	Iteration 80F: 3 clusters Score -719617.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -719633.937500 Penalty: 4271.440430
	Iteration 81Q: 3 clusters Score -719633.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -719655.687500 Penalty: 4271.440430
	Iteration 82Q: 3 clusters Score -719655.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -719666.187500 Penalty: 4271.440430
	Iteration 83Q: 3 clusters Score -719666.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -719674.750000 Penalty: 4271.440430
	Iteration 84Q: 3 clusters Score -719674.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -719689.937500 Penalty: 4271.440430
	Iteration 85Q: 3 clusters Score -719689.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -719699.625000 Penalty: 4271.440430
	Iteration 86Q: 3 clusters Score -719699.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -719717.625000 Penalty: 4271.440430
	Iteration 87Q: 3 clusters Score -719717.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -719728.500000 Penalty: 4271.440430
	Iteration 88Q: 3 clusters Score -719728.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -719737.125000 Penalty: 4271.440430
	Iteration 89Q: 3 clusters Score -719737.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -719743.437500 Penalty: 4271.440430
	Iteration 90Q: 3 clusters Score -719743.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -719752.375000 Penalty: 4271.440430
	Iteration 91Q: 3 clusters Score -719752.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -719763.125000 Penalty: 4271.440430
	Iteration 92Q: 3 clusters Score -719763.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -719772.750000 Penalty: 4271.440430
	Iteration 93Q: 3 clusters Score -719772.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -719780.062500 Penalty: 4271.440430
	Iteration 94Q: 3 clusters Score -719780.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -719786.125000 Penalty: 4271.440430
	Iteration 95Q: 3 clusters Score -719786.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -719794.250000 Penalty: 4271.440430
	Iteration 96Q: 3 clusters Score -719794.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -719800.000000 Penalty: 4271.440430
	Iteration 97Q: 3 clusters Score -719800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -719804.750000 Penalty: 4271.440430
	Iteration 98Q: 3 clusters Score -719804.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -719809.625000 Penalty: 4271.440430
	Iteration 99Q: 3 clusters Score -719809.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -719813.312500 Penalty: 4271.440430
	Iteration 100F: 3 clusters Score -719813.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -719814.812500 Penalty: 4271.440430
	Iteration 101Q: 3 clusters Score -719814.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -719814.937500 Penalty: 4271.440430
	Iteration 102Q: 3 clusters Score -719814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -719817.375000 Penalty: 4271.440430
	Iteration 103Q: 3 clusters Score -719817.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -719819.500000 Penalty: 4271.440430
	Iteration 104Q: 3 clusters Score -719819.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -719819.500000 Penalty: 4271.440430
	Iteration 105Q: 3 clusters Score -719819.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -719818.812500 Penalty: 4271.440430
	Iteration 106Q: 3 clusters Score -719818.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -719820.000000 Penalty: 4271.440430
	Iteration 107Q: 3 clusters Score -719820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -719823.312500 Penalty: 4271.440430
	Iteration 108Q: 3 clusters Score -719823.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -719827.250000 Penalty: 4271.440430
	Iteration 109Q: 3 clusters Score -719827.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -719830.625000 Penalty: 4271.440430
	Iteration 110Q: 3 clusters Score -719830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -719834.375000 Penalty: 4271.440430
	Iteration 111Q: 3 clusters Score -719834.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -719836.875000 Penalty: 4271.440430
	Iteration 112Q: 3 clusters Score -719836.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -719838.750000 Penalty: 4271.440430
	Iteration 113Q: 3 clusters Score -719838.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -719844.250000 Penalty: 4271.440430
	Iteration 114Q: 3 clusters Score -719844.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -719851.187500 Penalty: 4271.440430
	Iteration 115Q: 3 clusters Score -719851.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -719854.937500 Penalty: 4271.440430
	Iteration 116Q: 3 clusters Score -719854.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -719856.687500 Penalty: 4271.440430
	Iteration 117Q: 3 clusters Score -719856.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -719856.687500 Penalty: 4271.440430
	Iteration 118Q: 3 clusters Score -719856.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -719857.375000 Penalty: 4271.440430
	Iteration 119Q: 3 clusters Score -719857.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -719857.375000 Penalty: 4271.440430
	Iteration 120F: 3 clusters Score -719857.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Entering Unmasked Estep 
Score: -1758186.250000 Penalty: 2366.615479
	Iteration 0F: 2 clusters Score -1758186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1747969.375000 Penalty: 4733.230957
	Iteration 0F: 3 clusters Score -1747969 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1751323.500000 Penalty: 4733.230957
	Iteration 1F: 3 clusters Score -1751324 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1751891.125000 Penalty: 4733.230957
	Iteration 2F: 3 clusters Score -1751891 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1752471.500000 Penalty: 4733.230957
	Iteration 3F: 3 clusters Score -1752472 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1753036.250000 Penalty: 4733.230957
	Iteration 4F: 3 clusters Score -1753036 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1753570.750000 Penalty: 4733.230957
	Iteration 5F: 3 clusters Score -1753571 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1754067.250000 Penalty: 4733.230957
	Iteration 6F: 3 clusters Score -1754067 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1754466.500000 Penalty: 4733.230957
	Iteration 7F: 3 clusters Score -1754466 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1754779.875000 Penalty: 4733.230957
	Iteration 8Q: 3 clusters Score -1754780 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1754990.500000 Penalty: 4733.230957
	Iteration 9Q: 3 clusters Score -1754990 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1755169.625000 Penalty: 4733.230957
	Iteration 10Q: 3 clusters Score -1755170 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1755325.625000 Penalty: 4733.230957
	Iteration 11Q: 3 clusters Score -1755326 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1755491.000000 Penalty: 4733.230957
	Iteration 12Q: 3 clusters Score -1755491 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1755716.000000 Penalty: 4733.230957
	Iteration 13Q: 3 clusters Score -1755716 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1755993.750000 Penalty: 4733.230957
	Iteration 14Q: 3 clusters Score -1755994 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1756207.500000 Penalty: 4733.230957
	Iteration 15Q: 3 clusters Score -1756208 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1756344.125000 Penalty: 4733.230957
	Iteration 16Q: 3 clusters Score -1756344 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1756411.375000 Penalty: 4733.230957
	Iteration 17Q: 3 clusters Score -1756411 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1756438.875000 Penalty: 4733.230957
	Iteration 18Q: 3 clusters Score -1756439 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1756460.375000 Penalty: 4733.230957
	Iteration 19Q: 3 clusters Score -1756460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1756470.250000 Penalty: 4733.230957
	Iteration 20F: 3 clusters Score -1756470 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1756481.250000 Penalty: 4733.230957
	Iteration 21Q: 3 clusters Score -1756481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1756490.875000 Penalty: 4733.230957
	Iteration 22Q: 3 clusters Score -1756491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1756497.125000 Penalty: 4733.230957
	Iteration 23Q: 3 clusters Score -1756497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1756502.625000 Penalty: 4733.230957
	Iteration 24Q: 3 clusters Score -1756503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1756505.250000 Penalty: 4733.230957
	Iteration 25Q: 3 clusters Score -1756505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1756514.875000 Penalty: 4733.230957
	Iteration 26Q: 3 clusters Score -1756515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1756522.000000 Penalty: 4733.230957
	Iteration 27Q: 3 clusters Score -1756522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1756523.625000 Penalty: 4733.230957
	Iteration 28Q: 3 clusters Score -1756524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1756524.250000 Penalty: 4733.230957
	Iteration 29Q: 3 clusters Score -1756524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1756528.750000 Penalty: 4733.230957
	Iteration 30Q: 3 clusters Score -1756529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1756527.875000 Penalty: 4733.230957
	Iteration 31Q: 3 clusters Score -1756528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1756529.250000 Penalty: 4733.230957
	Iteration 32Q: 3 clusters Score -1756529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1756526.500000 Penalty: 4733.230957
	Iteration 33Q: 3 clusters Score -1756526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1756535.750000 Penalty: 4733.230957
	Iteration 34Q: 3 clusters Score -1756536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1756536.750000 Penalty: 4733.230957
	Iteration 35Q: 3 clusters Score -1756537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1756536.125000 Penalty: 4733.230957
	Iteration 36Q: 3 clusters Score -1756536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1756536.125000 Penalty: 4733.230957
	Iteration 37Q: 3 clusters Score -1756536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1756532.875000 Penalty: 4733.230957
	Iteration 38Q: 3 clusters Score -1756533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1756534.875000 Penalty: 4733.230957
	Iteration 39Q: 3 clusters Score -1756535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1756534.875000 Penalty: 4733.230957
	Iteration 40F: 3 clusters Score -1756535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Entering Unmasked Estep 
Score: -1273787.625000 Penalty: 2287.269531
	Iteration 0F: 2 clusters Score -1273788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1266098.250000 Penalty: 4574.539062
	Iteration 0F: 3 clusters Score -1266098 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1268301.875000 Penalty: 4574.539062
	Iteration 1F: 3 clusters Score -1268302 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1268610.000000 Penalty: 4574.539062
	Iteration 2F: 3 clusters Score -1268610 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1268849.000000 Penalty: 4574.539062
	Iteration 3F: 3 clusters Score -1268849 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1269095.375000 Penalty: 4574.539062
	Iteration 4Q: 3 clusters Score -1269095 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1269368.375000 Penalty: 4574.539062
	Iteration 5Q: 3 clusters Score -1269368 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1269636.750000 Penalty: 4574.539062
	Iteration 6Q: 3 clusters Score -1269637 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1269928.875000 Penalty: 4574.539062
	Iteration 7Q: 3 clusters Score -1269929 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1270242.250000 Penalty: 4574.539062
	Iteration 8Q: 3 clusters Score -1270242 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1270533.000000 Penalty: 4574.539062
	Iteration 9Q: 3 clusters Score -1270533 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1270814.375000 Penalty: 4574.539062
	Iteration 10Q: 3 clusters Score -1270814 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1271039.375000 Penalty: 4574.539062
	Iteration 11Q: 3 clusters Score -1271039 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1271228.500000 Penalty: 4574.539062
	Iteration 12Q: 3 clusters Score -1271228 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1271364.750000 Penalty: 4574.539062
	Iteration 13Q: 3 clusters Score -1271365 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1271453.125000 Penalty: 4574.539062
	Iteration 14Q: 3 clusters Score -1271453 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1271539.375000 Penalty: 4574.539062
	Iteration 15Q: 3 clusters Score -1271539 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1271614.500000 Penalty: 4574.539062
	Iteration 16Q: 3 clusters Score -1271614 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1271676.250000 Penalty: 4574.539062
	Iteration 17Q: 3 clusters Score -1271676 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1271731.875000 Penalty: 4574.539062
	Iteration 18Q: 3 clusters Score -1271732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1271774.250000 Penalty: 4574.539062
	Iteration 19Q: 3 clusters Score -1271774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1271796.875000 Penalty: 4574.539062
	Iteration 20F: 3 clusters Score -1271797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1271809.500000 Penalty: 4574.539062
	Iteration 21Q: 3 clusters Score -1271810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1271816.625000 Penalty: 4574.539062
	Iteration 22Q: 3 clusters Score -1271817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1271820.625000 Penalty: 4574.539062
	Iteration 23Q: 3 clusters Score -1271821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1271823.250000 Penalty: 4574.539062
	Iteration 24Q: 3 clusters Score -1271823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1271829.125000 Penalty: 4574.539062
	Iteration 25Q: 3 clusters Score -1271829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1271831.125000 Penalty: 4574.539062
	Iteration 26Q: 3 clusters Score -1271831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1271836.250000 Penalty: 4574.539062
	Iteration 27Q: 3 clusters Score -1271836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1271838.875000 Penalty: 4574.539062
	Iteration 28Q: 3 clusters Score -1271839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1271844.500000 Penalty: 4574.539062
	Iteration 29Q: 3 clusters Score -1271844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1271845.000000 Penalty: 4574.539062
	Iteration 30Q: 3 clusters Score -1271845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1271850.000000 Penalty: 4574.539062
	Iteration 31Q: 3 clusters Score -1271850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1271851.250000 Penalty: 4574.539062
	Iteration 32Q: 3 clusters Score -1271851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1271851.250000 Penalty: 4574.539062
	Iteration 33F: 3 clusters Score -1271851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (177520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177520 members 
Entering Unmasked Estep 
Score: -23092080.000000 Penalty: 2997.535889
	Iteration 0F: 2 clusters Score -2.309208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -22975818.000000 Penalty: 5995.071777
	Iteration 0F: 3 clusters Score -2.297582e+07 nChanged 85248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94737 members 
Mstep: Class 2 contains 82783 members 
Entering Unmasked Estep 
Score: -23025948.000000 Penalty: 5995.071777
	Iteration 1F: 3 clusters Score -2.302595e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98342 members 
Mstep: Class 2 contains 79178 members 
Entering Unmasked Estep 
Score: -23027256.000000 Penalty: 5995.071777
	Iteration 2Q: 3 clusters Score -2.302726e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103908 members 
Mstep: Class 2 contains 73612 members 
Entering Unmasked Estep 
Score: -23029548.000000 Penalty: 5995.071777
	Iteration 3Q: 3 clusters Score -2.302955e+07 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112152 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -23033772.000000 Penalty: 5995.071777
	Iteration 4F: 3 clusters Score -2.303377e+07 nChanged 12073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123809 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -23041796.000000 Penalty: 5995.071777
	Iteration 5F: 3 clusters Score -2.30418e+07 nChanged 15133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138674 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -23054732.000000 Penalty: 5995.071777
	Iteration 6F: 3 clusters Score -2.305473e+07 nChanged 15761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154295 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -23069916.000000 Penalty: 5995.071777
	Iteration 7F: 3 clusters Score -2.306992e+07 nChanged 11928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166161 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -23080674.000000 Penalty: 5995.071777
	Iteration 8F: 3 clusters Score -2.308067e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172488 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -23086244.000000 Penalty: 5995.071777
	Iteration 9Q: 3 clusters Score -2.308624e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175017 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -23088394.000000 Penalty: 5995.071777
	Iteration 10Q: 3 clusters Score -2.308839e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175898 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -23089228.000000 Penalty: 5995.071777
	Iteration 11Q: 3 clusters Score -2.308923e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176222 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -23089544.000000 Penalty: 5995.071777
	Iteration 12Q: 3 clusters Score -2.308954e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176357 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -23089656.000000 Penalty: 5995.071777
	Iteration 13Q: 3 clusters Score -2.308966e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176429 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -23089714.000000 Penalty: 5995.071777
	Iteration 14Q: 3 clusters Score -2.308971e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176474 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -23089766.000000 Penalty: 5995.071777
	Iteration 15Q: 3 clusters Score -2.308977e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176484 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -23089822.000000 Penalty: 5995.071777
	Iteration 16Q: 3 clusters Score -2.308982e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176502 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -23089842.000000 Penalty: 5995.071777
	Iteration 17Q: 3 clusters Score -2.308984e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176515 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -23089882.000000 Penalty: 5995.071777
	Iteration 18Q: 3 clusters Score -2.308988e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176533 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -23089932.000000 Penalty: 5995.071777
	Iteration 19Q: 3 clusters Score -2.308993e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176539 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -23089926.000000 Penalty: 5995.071777
	Iteration 20F: 3 clusters Score -2.308993e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176551 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -23089918.000000 Penalty: 5995.071777
	Iteration 21Q: 3 clusters Score -2.308992e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176556 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -23089946.000000 Penalty: 5995.071777
	Iteration 22Q: 3 clusters Score -2.308995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176562 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -23089948.000000 Penalty: 5995.071777
	Iteration 23Q: 3 clusters Score -2.308995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176565 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -23089976.000000 Penalty: 5995.071777
	Iteration 24Q: 3 clusters Score -2.308998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176566 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -23089972.000000 Penalty: 5995.071777
	Iteration 25Q: 3 clusters Score -2.308997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176568 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -23089972.000000 Penalty: 5995.071777
	Iteration 26Q: 3 clusters Score -2.308997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176576 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -23089980.000000 Penalty: 5995.071777
	Iteration 27Q: 3 clusters Score -2.308998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176578 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -23089974.000000 Penalty: 5995.071777
	Iteration 28Q: 3 clusters Score -2.308997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176581 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -23089984.000000 Penalty: 5995.071777
	Iteration 29Q: 3 clusters Score -2.308998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176581 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -23089994.000000 Penalty: 5995.071777
	Iteration 30Q: 3 clusters Score -2.308999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176586 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -23089984.000000 Penalty: 5995.071777
	Iteration 31Q: 3 clusters Score -2.308998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176589 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -23089992.000000 Penalty: 5995.071777
	Iteration 32Q: 3 clusters Score -2.308999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176591 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -23089994.000000 Penalty: 5995.071777
	Iteration 33Q: 3 clusters Score -2.308999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176592 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -23089996.000000 Penalty: 5995.071777
	Iteration 34Q: 3 clusters Score -2.309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176593 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -23089992.000000 Penalty: 5995.071777
	Iteration 35Q: 3 clusters Score -2.308999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176593 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -23089992.000000 Penalty: 5995.071777
	Iteration 36F: 3 clusters Score -2.308999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -66184.406250 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -66184.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -64657.320312 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -64657.32 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65073.765625 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -65073.77 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -65329.929688 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -65329.93 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -65657.445312 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -65657.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -66053.210938 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -66053.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -66156.515625 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -66156.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -66175.851562 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -66175.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -66224.406250 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -66224.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -66256.203125 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -66256.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -66288.539062 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -66288.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -66303.898438 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -66303.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -66329.367188 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -66329.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -66357.007812 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -66357.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -66372.898438 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -66372.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -66378.007812 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -66378.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -66383.781250 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -66383.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -66389.289062 Penalty: 3167.056396
	Iteration 16Q: 3 clusters Score -66389.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -66391.460938 Penalty: 3167.056396
	Iteration 17Q: 3 clusters Score -66391.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -66391.460938 Penalty: 3167.056396
	Iteration 18F: 3 clusters Score -66391.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37214 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25490 members 
Mstep: Class 8 contains 9457 members 
Mstep: Class 9 contains 5496 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 10126 members 
Mstep: Class 12 contains 177520 members 
Mstep: Class 13 contains 433 members 
Mstep: Class 14 contains 42062 members 
Mstep: Class 15 contains 10808 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 228980 members 
Mstep: Class 18 contains 61432 members 
Mstep: Class 19 contains 20251 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9713 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 14278 members 
Mstep: Class 25 contains 160 members 
Entering Unmasked Estep 
Score: -90834600.000000 Penalty: 83590.781250
Splitting cluster 13 changes total score from -90836136.000000 to -90834600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (42062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Entering Unmasked Estep 
Score: -5478107.000000 Penalty: 2640.431152
	Iteration 0F: 2 clusters Score -5478107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -5449689.500000 Penalty: 5280.862305
	Iteration 0F: 3 clusters Score -5449690 nChanged 19267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -5460403.000000 Penalty: 5280.862305
	Iteration 1F: 3 clusters Score -5460403 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -5461087.500000 Penalty: 5280.862305
	Iteration 2Q: 3 clusters Score -5461088 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -5461919.500000 Penalty: 5280.862305
	Iteration 3Q: 3 clusters Score -5461920 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -5462966.500000 Penalty: 5280.862305
	Iteration 4F: 3 clusters Score -5462966 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -5464407.500000 Penalty: 5280.862305
	Iteration 5F: 3 clusters Score -5464408 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -5466463.000000 Penalty: 5280.862305
	Iteration 6F: 3 clusters Score -5466463 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -5469139.000000 Penalty: 5280.862305
	Iteration 7F: 3 clusters Score -5469139 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -5471818.000000 Penalty: 5280.862305
	Iteration 8F: 3 clusters Score -5471818 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -5473831.000000 Penalty: 5280.862305
	Iteration 9Q: 3 clusters Score -5473831 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -5474932.000000 Penalty: 5280.862305
	Iteration 10Q: 3 clusters Score -5474932 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5475411.500000 Penalty: 5280.862305
	Iteration 11Q: 3 clusters Score -5475412 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5475649.500000 Penalty: 5280.862305
	Iteration 12Q: 3 clusters Score -5475650 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5475823.000000 Penalty: 5280.862305
	Iteration 13Q: 3 clusters Score -5475823 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5475923.000000 Penalty: 5280.862305
	Iteration 14Q: 3 clusters Score -5475923 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5476011.000000 Penalty: 5280.862305
	Iteration 15Q: 3 clusters Score -5476011 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5476046.500000 Penalty: 5280.862305
	Iteration 16Q: 3 clusters Score -5476046 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5476078.500000 Penalty: 5280.862305
	Iteration 17Q: 3 clusters Score -5476078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5476094.500000 Penalty: 5280.862305
	Iteration 18Q: 3 clusters Score -5476094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5476121.000000 Penalty: 5280.862305
	Iteration 19Q: 3 clusters Score -5476121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5476127.500000 Penalty: 5280.862305
	Iteration 20F: 3 clusters Score -5476128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5476125.500000 Penalty: 5280.862305
	Iteration 21Q: 3 clusters Score -5476126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5476127.500000 Penalty: 5280.862305
	Iteration 22Q: 3 clusters Score -5476128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5476131.500000 Penalty: 5280.862305
	Iteration 23Q: 3 clusters Score -5476132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5476133.500000 Penalty: 5280.862305
	Iteration 24Q: 3 clusters Score -5476134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5476132.500000 Penalty: 5280.862305
	Iteration 25Q: 3 clusters Score -5476132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5476134.500000 Penalty: 5280.862305
	Iteration 26Q: 3 clusters Score -5476134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5476133.500000 Penalty: 5280.862305
	Iteration 27Q: 3 clusters Score -5476134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5476139.000000 Penalty: 5280.862305
	Iteration 28Q: 3 clusters Score -5476139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5476141.500000 Penalty: 5280.862305
	Iteration 29Q: 3 clusters Score -5476142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5476146.500000 Penalty: 5280.862305
	Iteration 30Q: 3 clusters Score -5476146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5476145.000000 Penalty: 5280.862305
	Iteration 31Q: 3 clusters Score -5476145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5476145.000000 Penalty: 5280.862305
	Iteration 32Q: 3 clusters Score -5476145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5476147.000000 Penalty: 5280.862305
	Iteration 33Q: 3 clusters Score -5476147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5476150.500000 Penalty: 5280.862305
	Iteration 34Q: 3 clusters Score -5476150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5476154.000000 Penalty: 5280.862305
	Iteration 35Q: 3 clusters Score -5476154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5476152.000000 Penalty: 5280.862305
	Iteration 36Q: 3 clusters Score -5476152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5476158.000000 Penalty: 5280.862305
	Iteration 37Q: 3 clusters Score -5476158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5476156.500000 Penalty: 5280.862305
	Iteration 38Q: 3 clusters Score -5476156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5476156.000000 Penalty: 5280.862305
	Iteration 39Q: 3 clusters Score -5476156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5476157.500000 Penalty: 5280.862305
	Iteration 40F: 3 clusters Score -5476158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5476160.000000 Penalty: 5280.862305
	Iteration 41Q: 3 clusters Score -5476160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5476162.500000 Penalty: 5280.862305
	Iteration 42Q: 3 clusters Score -5476162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5476169.500000 Penalty: 5280.862305
	Iteration 43Q: 3 clusters Score -5476170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5476174.500000 Penalty: 5280.862305
	Iteration 44Q: 3 clusters Score -5476174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5476174.500000 Penalty: 5280.862305
	Iteration 45F: 3 clusters Score -5476174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Entering Unmasked Estep 
Score: -1439885.250000 Penalty: 2303.434326
	Iteration 0F: 2 clusters Score -1439885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1431637.500000 Penalty: 4606.868652
	Iteration 0F: 3 clusters Score -1431638 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1434054.875000 Penalty: 4606.868652
	Iteration 1F: 3 clusters Score -1434055 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1434305.375000 Penalty: 4606.868652
	Iteration 2F: 3 clusters Score -1434305 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1434494.125000 Penalty: 4606.868652
	Iteration 3Q: 3 clusters Score -1434494 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1434634.125000 Penalty: 4606.868652
	Iteration 4Q: 3 clusters Score -1434634 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1434748.750000 Penalty: 4606.868652
	Iteration 5Q: 3 clusters Score -1434749 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1434829.625000 Penalty: 4606.868652
	Iteration 6Q: 3 clusters Score -1434830 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1434897.875000 Penalty: 4606.868652
	Iteration 7Q: 3 clusters Score -1434898 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1434968.875000 Penalty: 4606.868652
	Iteration 8Q: 3 clusters Score -1434969 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1435032.625000 Penalty: 4606.868652
	Iteration 9Q: 3 clusters Score -1435033 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1435098.000000 Penalty: 4606.868652
	Iteration 10Q: 3 clusters Score -1435098 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1435153.125000 Penalty: 4606.868652
	Iteration 11Q: 3 clusters Score -1435153 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1435213.250000 Penalty: 4606.868652
	Iteration 12Q: 3 clusters Score -1435213 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1435282.375000 Penalty: 4606.868652
	Iteration 13Q: 3 clusters Score -1435282 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1435373.625000 Penalty: 4606.868652
	Iteration 14Q: 3 clusters Score -1435374 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1435507.500000 Penalty: 4606.868652
	Iteration 15Q: 3 clusters Score -1435508 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1435684.500000 Penalty: 4606.868652
	Iteration 16Q: 3 clusters Score -1435684 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1435914.750000 Penalty: 4606.868652
	Iteration 17Q: 3 clusters Score -1435915 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1436183.625000 Penalty: 4606.868652
	Iteration 18Q: 3 clusters Score -1436184 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1436464.125000 Penalty: 4606.868652
	Iteration 19Q: 3 clusters Score -1436464 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1436704.500000 Penalty: 4606.868652
	Iteration 20F: 3 clusters Score -1436704 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1436882.875000 Penalty: 4606.868652
	Iteration 21Q: 3 clusters Score -1436883 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1436989.000000 Penalty: 4606.868652
	Iteration 22Q: 3 clusters Score -1436989 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1437053.875000 Penalty: 4606.868652
	Iteration 23Q: 3 clusters Score -1437054 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1437093.875000 Penalty: 4606.868652
	Iteration 24Q: 3 clusters Score -1437094 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1437123.875000 Penalty: 4606.868652
	Iteration 25Q: 3 clusters Score -1437124 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1437145.750000 Penalty: 4606.868652
	Iteration 26Q: 3 clusters Score -1437146 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1437169.750000 Penalty: 4606.868652
	Iteration 27Q: 3 clusters Score -1437170 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1437181.875000 Penalty: 4606.868652
	Iteration 28Q: 3 clusters Score -1437182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1437194.750000 Penalty: 4606.868652
	Iteration 29Q: 3 clusters Score -1437195 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1437209.125000 Penalty: 4606.868652
	Iteration 30Q: 3 clusters Score -1437209 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1437221.250000 Penalty: 4606.868652
	Iteration 31Q: 3 clusters Score -1437221 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1437229.875000 Penalty: 4606.868652
	Iteration 32Q: 3 clusters Score -1437230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1437243.750000 Penalty: 4606.868652
	Iteration 33Q: 3 clusters Score -1437244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1437251.375000 Penalty: 4606.868652
	Iteration 34Q: 3 clusters Score -1437251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1437258.000000 Penalty: 4606.868652
	Iteration 35Q: 3 clusters Score -1437258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1437262.000000 Penalty: 4606.868652
	Iteration 36Q: 3 clusters Score -1437262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1437272.750000 Penalty: 4606.868652
	Iteration 37Q: 3 clusters Score -1437273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1437274.750000 Penalty: 4606.868652
	Iteration 38Q: 3 clusters Score -1437275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1437279.625000 Penalty: 4606.868652
	Iteration 39Q: 3 clusters Score -1437280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1437279.000000 Penalty: 4606.868652
	Iteration 40F: 3 clusters Score -1437279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1437284.000000 Penalty: 4606.868652
	Iteration 41Q: 3 clusters Score -1437284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1437284.875000 Penalty: 4606.868652
	Iteration 42Q: 3 clusters Score -1437285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1437293.125000 Penalty: 4606.868652
	Iteration 43Q: 3 clusters Score -1437293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1437296.000000 Penalty: 4606.868652
	Iteration 44Q: 3 clusters Score -1437296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1437304.750000 Penalty: 4606.868652
	Iteration 45Q: 3 clusters Score -1437305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1437305.750000 Penalty: 4606.868652
	Iteration 46Q: 3 clusters Score -1437306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1437306.625000 Penalty: 4606.868652
	Iteration 47Q: 3 clusters Score -1437307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1437313.375000 Penalty: 4606.868652
	Iteration 48Q: 3 clusters Score -1437313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1437317.000000 Penalty: 4606.868652
	Iteration 49Q: 3 clusters Score -1437317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1437320.125000 Penalty: 4606.868652
	Iteration 50Q: 3 clusters Score -1437320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1437325.000000 Penalty: 4606.868652
	Iteration 51Q: 3 clusters Score -1437325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1437329.625000 Penalty: 4606.868652
	Iteration 52Q: 3 clusters Score -1437330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1437335.000000 Penalty: 4606.868652
	Iteration 53Q: 3 clusters Score -1437335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1437337.500000 Penalty: 4606.868652
	Iteration 54Q: 3 clusters Score -1437338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1437338.375000 Penalty: 4606.868652
	Iteration 55Q: 3 clusters Score -1437338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1437340.000000 Penalty: 4606.868652
	Iteration 56Q: 3 clusters Score -1437340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1437339.125000 Penalty: 4606.868652
	Iteration 57Q: 3 clusters Score -1437339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1437339.125000 Penalty: 4606.868652
	Iteration 58Q: 3 clusters Score -1437339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1437342.750000 Penalty: 4606.868652
	Iteration 59Q: 3 clusters Score -1437343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1437344.000000 Penalty: 4606.868652
	Iteration 60F: 3 clusters Score -1437344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1437346.125000 Penalty: 4606.868652
	Iteration 61Q: 3 clusters Score -1437346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1437344.750000 Penalty: 4606.868652
	Iteration 62Q: 3 clusters Score -1437345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1437347.500000 Penalty: 4606.868652
	Iteration 63Q: 3 clusters Score -1437348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1437347.125000 Penalty: 4606.868652
	Iteration 64Q: 3 clusters Score -1437347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1437348.125000 Penalty: 4606.868652
	Iteration 65Q: 3 clusters Score -1437348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1437347.500000 Penalty: 4606.868652
	Iteration 66Q: 3 clusters Score -1437348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1437350.000000 Penalty: 4606.868652
	Iteration 67Q: 3 clusters Score -1437350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1437351.000000 Penalty: 4606.868652
	Iteration 68Q: 3 clusters Score -1437351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1437348.250000 Penalty: 4606.868652
	Iteration 69Q: 3 clusters Score -1437348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1437349.875000 Penalty: 4606.868652
	Iteration 70Q: 3 clusters Score -1437350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1437353.000000 Penalty: 4606.868652
	Iteration 71Q: 3 clusters Score -1437353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1437352.375000 Penalty: 4606.868652
	Iteration 72Q: 3 clusters Score -1437352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1437349.500000 Penalty: 4606.868652
	Iteration 73Q: 3 clusters Score -1437350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1437349.500000 Penalty: 4606.868652
	Iteration 74F: 3 clusters Score -1437350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -70262.632812 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -70262.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -68628.093750 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -68628.09 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68886.992188 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -68886.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -68959.406250 Penalty: 3252.162109
	Iteration 2F: 3 clusters Score -68959.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69000.796875 Penalty: 3252.162109
	Iteration 3Q: 3 clusters Score -69000.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69017.015625 Penalty: 3252.162109
	Iteration 4Q: 3 clusters Score -69017.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -69027.453125 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -69027.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -69039.703125 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -69039.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69045.734375 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -69045.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -69053.468750 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -69053.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -69063.453125 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -69063.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -69075.289062 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -69075.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -69083.039062 Penalty: 3252.162109
	Iteration 11Q: 3 clusters Score -69083.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -69083.601562 Penalty: 3252.162109
	Iteration 12Q: 3 clusters Score -69083.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -69083.601562 Penalty: 3252.162109
	Iteration 13F: 3 clusters Score -69083.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (228980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228980 members 
Entering Unmasked Estep 
Score: -29840848.000000 Penalty: 3060.664551
	Iteration 0F: 2 clusters Score -2.984085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114150 members 
Mstep: Class 2 contains 114830 members 
Entering Unmasked Estep 
Score: -29693370.000000 Penalty: 6121.329102
	Iteration 0F: 3 clusters Score -2.969337e+07 nChanged 110652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109214 members 
Mstep: Class 2 contains 119766 members 
Entering Unmasked Estep 
Score: -29758458.000000 Penalty: 6121.329102
	Iteration 1F: 3 clusters Score -2.975846e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105798 members 
Mstep: Class 2 contains 123182 members 
Entering Unmasked Estep 
Score: -29759744.000000 Penalty: 6121.329102
	Iteration 2Q: 3 clusters Score -2.975974e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100594 members 
Mstep: Class 2 contains 128386 members 
Entering Unmasked Estep 
Score: -29761800.000000 Penalty: 6121.329102
	Iteration 3Q: 3 clusters Score -2.97618e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92756 members 
Mstep: Class 2 contains 136224 members 
Entering Unmasked Estep 
Score: -29765698.000000 Penalty: 6121.329102
	Iteration 4Q: 3 clusters Score -2.97657e+07 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81149 members 
Mstep: Class 2 contains 147831 members 
Entering Unmasked Estep 
Score: -29772884.000000 Penalty: 6121.329102
	Iteration 5F: 3 clusters Score -2.977288e+07 nChanged 15987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65488 members 
Mstep: Class 2 contains 163492 members 
Entering Unmasked Estep 
Score: -29784816.000000 Penalty: 6121.329102
	Iteration 6F: 3 clusters Score -2.978482e+07 nChanged 18201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 181479 members 
Entering Unmasked Estep 
Score: -29800260.000000 Penalty: 6121.329102
	Iteration 7F: 3 clusters Score -2.980026e+07 nChanged 16422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 197739 members 
Entering Unmasked Estep 
Score: -29814432.000000 Penalty: 6121.329102
	Iteration 8F: 3 clusters Score -2.981443e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 209034 members 
Entering Unmasked Estep 
Score: -29823924.000000 Penalty: 6121.329102
	Iteration 9F: 3 clusters Score -2.982392e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 215946 members 
Entering Unmasked Estep 
Score: -29829424.000000 Penalty: 6121.329102
	Iteration 10Q: 3 clusters Score -2.982942e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 220202 members 
Entering Unmasked Estep 
Score: -29832718.000000 Penalty: 6121.329102
	Iteration 11Q: 3 clusters Score -2.983272e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 222846 members 
Entering Unmasked Estep 
Score: -29834492.000000 Penalty: 6121.329102
	Iteration 12Q: 3 clusters Score -2.983449e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 224577 members 
Entering Unmasked Estep 
Score: -29835848.000000 Penalty: 6121.329102
	Iteration 13Q: 3 clusters Score -2.983585e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 225674 members 
Entering Unmasked Estep 
Score: -29836540.000000 Penalty: 6121.329102
	Iteration 14Q: 3 clusters Score -2.983654e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 226376 members 
Entering Unmasked Estep 
Score: -29836998.000000 Penalty: 6121.329102
	Iteration 15Q: 3 clusters Score -2.9837e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 226865 members 
Entering Unmasked Estep 
Score: -29837258.000000 Penalty: 6121.329102
	Iteration 16Q: 3 clusters Score -2.983726e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 227185 members 
Entering Unmasked Estep 
Score: -29837464.000000 Penalty: 6121.329102
	Iteration 17Q: 3 clusters Score -2.983746e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 227399 members 
Entering Unmasked Estep 
Score: -29837718.000000 Penalty: 6121.329102
	Iteration 18Q: 3 clusters Score -2.983772e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 227554 members 
Entering Unmasked Estep 
Score: -29837800.000000 Penalty: 6121.329102
	Iteration 19Q: 3 clusters Score -2.98378e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 227675 members 
Entering Unmasked Estep 
Score: -29837888.000000 Penalty: 6121.329102
	Iteration 20F: 3 clusters Score -2.983789e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 227755 members 
Entering Unmasked Estep 
Score: -29837946.000000 Penalty: 6121.329102
	Iteration 21Q: 3 clusters Score -2.983795e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 227810 members 
Entering Unmasked Estep 
Score: -29838010.000000 Penalty: 6121.329102
	Iteration 22Q: 3 clusters Score -2.983801e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 227863 members 
Entering Unmasked Estep 
Score: -29838020.000000 Penalty: 6121.329102
	Iteration 23Q: 3 clusters Score -2.983802e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 227908 members 
Entering Unmasked Estep 
Score: -29838012.000000 Penalty: 6121.329102
	Iteration 24Q: 3 clusters Score -2.983801e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 227941 members 
Entering Unmasked Estep 
Score: -29838036.000000 Penalty: 6121.329102
	Iteration 25Q: 3 clusters Score -2.983804e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 227962 members 
Entering Unmasked Estep 
Score: -29838078.000000 Penalty: 6121.329102
	Iteration 26Q: 3 clusters Score -2.983808e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 227982 members 
Entering Unmasked Estep 
Score: -29838112.000000 Penalty: 6121.329102
	Iteration 27Q: 3 clusters Score -2.983811e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 228004 members 
Entering Unmasked Estep 
Score: -29838118.000000 Penalty: 6121.329102
	Iteration 28Q: 3 clusters Score -2.983812e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 228021 members 
Entering Unmasked Estep 
Score: -29838110.000000 Penalty: 6121.329102
	Iteration 29Q: 3 clusters Score -2.983811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 228034 members 
Entering Unmasked Estep 
Score: -29838108.000000 Penalty: 6121.329102
	Iteration 30Q: 3 clusters Score -2.983811e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 228052 members 
Entering Unmasked Estep 
Score: -29838128.000000 Penalty: 6121.329102
	Iteration 31Q: 3 clusters Score -2.983813e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 228070 members 
Entering Unmasked Estep 
Score: -29838148.000000 Penalty: 6121.329102
	Iteration 32Q: 3 clusters Score -2.983815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 228085 members 
Entering Unmasked Estep 
Score: -29838148.000000 Penalty: 6121.329102
	Iteration 33Q: 3 clusters Score -2.983815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 228098 members 
Entering Unmasked Estep 
Score: -29838172.000000 Penalty: 6121.329102
	Iteration 34Q: 3 clusters Score -2.983817e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 228111 members 
Entering Unmasked Estep 
Score: -29838184.000000 Penalty: 6121.329102
	Iteration 35Q: 3 clusters Score -2.983818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 228119 members 
Entering Unmasked Estep 
Score: -29838176.000000 Penalty: 6121.329102
	Iteration 36Q: 3 clusters Score -2.983818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 228124 members 
Entering Unmasked Estep 
Score: -29838188.000000 Penalty: 6121.329102
	Iteration 37Q: 3 clusters Score -2.983819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 228127 members 
Entering Unmasked Estep 
Score: -29838178.000000 Penalty: 6121.329102
	Iteration 38Q: 3 clusters Score -2.983818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 228129 members 
Entering Unmasked Estep 
Score: -29838194.000000 Penalty: 6121.329102
	Iteration 39Q: 3 clusters Score -2.983819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 228131 members 
Entering Unmasked Estep 
Score: -29838198.000000 Penalty: 6121.329102
	Iteration 40F: 3 clusters Score -2.98382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 228128 members 
Entering Unmasked Estep 
Score: -29838186.000000 Penalty: 6121.329102
	Iteration 41Q: 3 clusters Score -2.983819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 228132 members 
Entering Unmasked Estep 
Score: -29838184.000000 Penalty: 6121.329102
	Iteration 42Q: 3 clusters Score -2.983818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 228134 members 
Entering Unmasked Estep 
Score: -29838206.000000 Penalty: 6121.329102
	Iteration 43Q: 3 clusters Score -2.983821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 228133 members 
Entering Unmasked Estep 
Score: -29838214.000000 Penalty: 6121.329102
	Iteration 44Q: 3 clusters Score -2.983821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 228135 members 
Entering Unmasked Estep 
Score: -29838226.000000 Penalty: 6121.329102
	Iteration 45Q: 3 clusters Score -2.983823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 228138 members 
Entering Unmasked Estep 
Score: -29838194.000000 Penalty: 6121.329102
	Iteration 46Q: 3 clusters Score -2.983819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 228138 members 
Entering Unmasked Estep 
Score: -29838194.000000 Penalty: 6121.329102
	Iteration 47F: 3 clusters Score -2.983819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Entering Unmasked Estep 
Score: -7854182.500000 Penalty: 2734.370117
	Iteration 0F: 2 clusters Score -7854182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -7812792.000000 Penalty: 5468.740234
	Iteration 0F: 3 clusters Score -7812792 nChanged 28600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -7829007.000000 Penalty: 5468.740234
	Iteration 1F: 3 clusters Score -7829007 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -7829785.500000 Penalty: 5468.740234
	Iteration 2Q: 3 clusters Score -7829786 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -7830823.500000 Penalty: 5468.740234
	Iteration 3Q: 3 clusters Score -7830824 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -7832337.000000 Penalty: 5468.740234
	Iteration 4Q: 3 clusters Score -7832337 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -7834441.500000 Penalty: 5468.740234
	Iteration 5F: 3 clusters Score -7834442 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -7837062.500000 Penalty: 5468.740234
	Iteration 6F: 3 clusters Score -7837062 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -7839757.500000 Penalty: 5468.740234
	Iteration 7F: 3 clusters Score -7839758 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -7841662.000000 Penalty: 5468.740234
	Iteration 8F: 3 clusters Score -7841662 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -7842883.500000 Penalty: 5468.740234
	Iteration 9Q: 3 clusters Score -7842884 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -7843541.000000 Penalty: 5468.740234
	Iteration 10Q: 3 clusters Score -7843541 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -7843856.500000 Penalty: 5468.740234
	Iteration 11Q: 3 clusters Score -7843856 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -7844074.000000 Penalty: 5468.740234
	Iteration 12Q: 3 clusters Score -7844074 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -7844196.500000 Penalty: 5468.740234
	Iteration 13Q: 3 clusters Score -7844196 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -7844275.000000 Penalty: 5468.740234
	Iteration 14Q: 3 clusters Score -7844275 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -7844302.000000 Penalty: 5468.740234
	Iteration 15Q: 3 clusters Score -7844302 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -7844358.500000 Penalty: 5468.740234
	Iteration 16Q: 3 clusters Score -7844358 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -7844451.500000 Penalty: 5468.740234
	Iteration 17Q: 3 clusters Score -7844452 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -7844511.500000 Penalty: 5468.740234
	Iteration 18Q: 3 clusters Score -7844512 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -7844584.500000 Penalty: 5468.740234
	Iteration 19Q: 3 clusters Score -7844584 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -7844709.500000 Penalty: 5468.740234
	Iteration 20F: 3 clusters Score -7844710 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -7844820.000000 Penalty: 5468.740234
	Iteration 21Q: 3 clusters Score -7844820 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -7844925.000000 Penalty: 5468.740234
	Iteration 22Q: 3 clusters Score -7844925 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -7845037.500000 Penalty: 5468.740234
	Iteration 23Q: 3 clusters Score -7845038 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -7845195.000000 Penalty: 5468.740234
	Iteration 24Q: 3 clusters Score -7845195 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -7845289.000000 Penalty: 5468.740234
	Iteration 25Q: 3 clusters Score -7845289 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -7845485.000000 Penalty: 5468.740234
	Iteration 26Q: 3 clusters Score -7845485 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -7845714.500000 Penalty: 5468.740234
	Iteration 27Q: 3 clusters Score -7845714 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -7845963.000000 Penalty: 5468.740234
	Iteration 28Q: 3 clusters Score -7845963 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -7846212.000000 Penalty: 5468.740234
	Iteration 29Q: 3 clusters Score -7846212 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -7846443.000000 Penalty: 5468.740234
	Iteration 30Q: 3 clusters Score -7846443 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -7846667.000000 Penalty: 5468.740234
	Iteration 31Q: 3 clusters Score -7846667 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -7846906.500000 Penalty: 5468.740234
	Iteration 32Q: 3 clusters Score -7846906 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -7847171.000000 Penalty: 5468.740234
	Iteration 33Q: 3 clusters Score -7847171 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -7847450.000000 Penalty: 5468.740234
	Iteration 34Q: 3 clusters Score -7847450 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -7847705.000000 Penalty: 5468.740234
	Iteration 35Q: 3 clusters Score -7847705 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -7847942.000000 Penalty: 5468.740234
	Iteration 36Q: 3 clusters Score -7847942 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -7848232.500000 Penalty: 5468.740234
	Iteration 37Q: 3 clusters Score -7848232 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -7848468.000000 Penalty: 5468.740234
	Iteration 38Q: 3 clusters Score -7848468 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -7848756.000000 Penalty: 5468.740234
	Iteration 39Q: 3 clusters Score -7848756 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -7849037.500000 Penalty: 5468.740234
	Iteration 40F: 3 clusters Score -7849038 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -7849278.500000 Penalty: 5468.740234
	Iteration 41Q: 3 clusters Score -7849278 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -7849578.500000 Penalty: 5468.740234
	Iteration 42Q: 3 clusters Score -7849578 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -7849844.000000 Penalty: 5468.740234
	Iteration 43Q: 3 clusters Score -7849844 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -7850094.500000 Penalty: 5468.740234
	Iteration 44Q: 3 clusters Score -7850094 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -7850309.500000 Penalty: 5468.740234
	Iteration 45Q: 3 clusters Score -7850310 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -7850517.500000 Penalty: 5468.740234
	Iteration 46Q: 3 clusters Score -7850518 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -7850682.500000 Penalty: 5468.740234
	Iteration 47Q: 3 clusters Score -7850682 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -7850830.500000 Penalty: 5468.740234
	Iteration 48Q: 3 clusters Score -7850830 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 56108 members 
Entering Unmasked Estep 
Score: -7850974.500000 Penalty: 5468.740234
	Iteration 49Q: 3 clusters Score -7850974 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 56530 members 
Entering Unmasked Estep 
Score: -7851099.000000 Penalty: 5468.740234
	Iteration 50Q: 3 clusters Score -7851099 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -7851210.500000 Penalty: 5468.740234
	Iteration 51Q: 3 clusters Score -7851210 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 57206 members 
Entering Unmasked Estep 
Score: -7851302.000000 Penalty: 5468.740234
	Iteration 52Q: 3 clusters Score -7851302 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 57460 members 
Entering Unmasked Estep 
Score: -7851351.000000 Penalty: 5468.740234
	Iteration 53Q: 3 clusters Score -7851351 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -7851444.500000 Penalty: 5468.740234
	Iteration 54Q: 3 clusters Score -7851444 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -7851512.500000 Penalty: 5468.740234
	Iteration 55Q: 3 clusters Score -7851512 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -7851546.000000 Penalty: 5468.740234
	Iteration 56Q: 3 clusters Score -7851546 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -7851567.500000 Penalty: 5468.740234
	Iteration 57Q: 3 clusters Score -7851568 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -7851604.000000 Penalty: 5468.740234
	Iteration 58Q: 3 clusters Score -7851604 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -7851636.000000 Penalty: 5468.740234
	Iteration 59Q: 3 clusters Score -7851636 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -7851666.000000 Penalty: 5468.740234
	Iteration 60F: 3 clusters Score -7851666 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -7851682.000000 Penalty: 5468.740234
	Iteration 61Q: 3 clusters Score -7851682 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 58758 members 
Entering Unmasked Estep 
Score: -7851693.500000 Penalty: 5468.740234
	Iteration 62Q: 3 clusters Score -7851694 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -7851721.500000 Penalty: 5468.740234
	Iteration 63Q: 3 clusters Score -7851722 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -7851724.500000 Penalty: 5468.740234
	Iteration 64Q: 3 clusters Score -7851724 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 58966 members 
Entering Unmasked Estep 
Score: -7851750.000000 Penalty: 5468.740234
	Iteration 65Q: 3 clusters Score -7851750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -7851765.000000 Penalty: 5468.740234
	Iteration 66Q: 3 clusters Score -7851765 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -7851767.000000 Penalty: 5468.740234
	Iteration 67Q: 3 clusters Score -7851767 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -7851799.000000 Penalty: 5468.740234
	Iteration 68Q: 3 clusters Score -7851799 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
Score: -7851805.000000 Penalty: 5468.740234
	Iteration 69Q: 3 clusters Score -7851805 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 59239 members 
Entering Unmasked Estep 
Score: -7851814.000000 Penalty: 5468.740234
	Iteration 70Q: 3 clusters Score -7851814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 59261 members 
Entering Unmasked Estep 
Score: -7851811.500000 Penalty: 5468.740234
	Iteration 71Q: 3 clusters Score -7851812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 59295 members 
Entering Unmasked Estep 
Score: -7851813.000000 Penalty: 5468.740234
	Iteration 72Q: 3 clusters Score -7851813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -7851811.500000 Penalty: 5468.740234
	Iteration 73Q: 3 clusters Score -7851812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -7851824.000000 Penalty: 5468.740234
	Iteration 74Q: 3 clusters Score -7851824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -7851841.000000 Penalty: 5468.740234
	Iteration 75Q: 3 clusters Score -7851841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -7851863.500000 Penalty: 5468.740234
	Iteration 76Q: 3 clusters Score -7851864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 59453 members 
Entering Unmasked Estep 
Score: -7851869.500000 Penalty: 5468.740234
	Iteration 77Q: 3 clusters Score -7851870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -7851876.000000 Penalty: 5468.740234
	Iteration 78Q: 3 clusters Score -7851876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -7851892.500000 Penalty: 5468.740234
	Iteration 79Q: 3 clusters Score -7851892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
Score: -7851896.000000 Penalty: 5468.740234
	Iteration 80F: 3 clusters Score -7851896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 59534 members 
Entering Unmasked Estep 
Score: -7851896.500000 Penalty: 5468.740234
	Iteration 81Q: 3 clusters Score -7851896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -7851898.500000 Penalty: 5468.740234
	Iteration 82Q: 3 clusters Score -7851898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -7851899.500000 Penalty: 5468.740234
	Iteration 83Q: 3 clusters Score -7851900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 59565 members 
Entering Unmasked Estep 
Score: -7851902.000000 Penalty: 5468.740234
	Iteration 84Q: 3 clusters Score -7851902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -7851907.000000 Penalty: 5468.740234
	Iteration 85Q: 3 clusters Score -7851907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 59591 members 
Entering Unmasked Estep 
Score: -7851908.500000 Penalty: 5468.740234
	Iteration 86Q: 3 clusters Score -7851908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -7851916.500000 Penalty: 5468.740234
	Iteration 87Q: 3 clusters Score -7851916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
Score: -7851927.000000 Penalty: 5468.740234
	Iteration 88Q: 3 clusters Score -7851927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -7851922.500000 Penalty: 5468.740234
	Iteration 89Q: 3 clusters Score -7851922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -7851922.500000 Penalty: 5468.740234
	Iteration 90Q: 3 clusters Score -7851922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -7851929.000000 Penalty: 5468.740234
	Iteration 91Q: 3 clusters Score -7851929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 59660 members 
Entering Unmasked Estep 
Score: -7851926.500000 Penalty: 5468.740234
	Iteration 92Q: 3 clusters Score -7851926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -7851927.000000 Penalty: 5468.740234
	Iteration 93Q: 3 clusters Score -7851927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -7851935.500000 Penalty: 5468.740234
	Iteration 94Q: 3 clusters Score -7851936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -7851937.500000 Penalty: 5468.740234
	Iteration 95Q: 3 clusters Score -7851938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -7851926.000000 Penalty: 5468.740234
	Iteration 96Q: 3 clusters Score -7851926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -7851923.500000 Penalty: 5468.740234
	Iteration 97Q: 3 clusters Score -7851924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -7851923.500000 Penalty: 5468.740234
	Iteration 98F: 3 clusters Score -7851924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Entering Unmasked Estep 
Score: -2537089.750000 Penalty: 2459.157959
	Iteration 0F: 2 clusters Score -2537090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2522860.500000 Penalty: 4918.315918
	Iteration 0F: 3 clusters Score -2522860 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2527931.250000 Penalty: 4918.315918
	Iteration 1F: 3 clusters Score -2527931 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2528572.500000 Penalty: 4918.315918
	Iteration 2F: 3 clusters Score -2528572 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2529325.500000 Penalty: 4918.315918
	Iteration 3F: 3 clusters Score -2529326 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2530085.750000 Penalty: 4918.315918
	Iteration 4F: 3 clusters Score -2530086 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2530851.500000 Penalty: 4918.315918
	Iteration 5F: 3 clusters Score -2530852 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2531499.000000 Penalty: 4918.315918
	Iteration 6F: 3 clusters Score -2531499 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2532024.000000 Penalty: 4918.315918
	Iteration 7Q: 3 clusters Score -2532024 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2532441.750000 Penalty: 4918.315918
	Iteration 8Q: 3 clusters Score -2532442 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2532806.750000 Penalty: 4918.315918
	Iteration 9Q: 3 clusters Score -2532807 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2533119.250000 Penalty: 4918.315918
	Iteration 10Q: 3 clusters Score -2533119 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2533434.500000 Penalty: 4918.315918
	Iteration 11Q: 3 clusters Score -2533434 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2533719.250000 Penalty: 4918.315918
	Iteration 12Q: 3 clusters Score -2533719 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2533965.000000 Penalty: 4918.315918
	Iteration 13Q: 3 clusters Score -2533965 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2534181.750000 Penalty: 4918.315918
	Iteration 14Q: 3 clusters Score -2534182 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2534367.250000 Penalty: 4918.315918
	Iteration 15Q: 3 clusters Score -2534367 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2534519.000000 Penalty: 4918.315918
	Iteration 16Q: 3 clusters Score -2534519 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2534642.750000 Penalty: 4918.315918
	Iteration 17Q: 3 clusters Score -2534643 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2534771.000000 Penalty: 4918.315918
	Iteration 18Q: 3 clusters Score -2534771 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -2534875.250000 Penalty: 4918.315918
	Iteration 19Q: 3 clusters Score -2534875 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2534970.000000 Penalty: 4918.315918
	Iteration 20F: 3 clusters Score -2534970 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2535045.000000 Penalty: 4918.315918
	Iteration 21Q: 3 clusters Score -2535045 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2535085.750000 Penalty: 4918.315918
	Iteration 22Q: 3 clusters Score -2535086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2535120.500000 Penalty: 4918.315918
	Iteration 23Q: 3 clusters Score -2535120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2535149.250000 Penalty: 4918.315918
	Iteration 24Q: 3 clusters Score -2535149 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2535172.500000 Penalty: 4918.315918
	Iteration 25Q: 3 clusters Score -2535172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2535209.000000 Penalty: 4918.315918
	Iteration 26Q: 3 clusters Score -2535209 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2535234.250000 Penalty: 4918.315918
	Iteration 27Q: 3 clusters Score -2535234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2535258.000000 Penalty: 4918.315918
	Iteration 28Q: 3 clusters Score -2535258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2535275.750000 Penalty: 4918.315918
	Iteration 29Q: 3 clusters Score -2535276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2535304.250000 Penalty: 4918.315918
	Iteration 30Q: 3 clusters Score -2535304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2535327.750000 Penalty: 4918.315918
	Iteration 31Q: 3 clusters Score -2535328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2535341.250000 Penalty: 4918.315918
	Iteration 32Q: 3 clusters Score -2535341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2535354.250000 Penalty: 4918.315918
	Iteration 33Q: 3 clusters Score -2535354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2535359.500000 Penalty: 4918.315918
	Iteration 34Q: 3 clusters Score -2535360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2535368.000000 Penalty: 4918.315918
	Iteration 35Q: 3 clusters Score -2535368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2535368.750000 Penalty: 4918.315918
	Iteration 36Q: 3 clusters Score -2535369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2535372.250000 Penalty: 4918.315918
	Iteration 37Q: 3 clusters Score -2535372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2535375.500000 Penalty: 4918.315918
	Iteration 38Q: 3 clusters Score -2535376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2535378.000000 Penalty: 4918.315918
	Iteration 39Q: 3 clusters Score -2535378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2535380.000000 Penalty: 4918.315918
	Iteration 40F: 3 clusters Score -2535380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2535379.250000 Penalty: 4918.315918
	Iteration 41Q: 3 clusters Score -2535379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2535388.750000 Penalty: 4918.315918
	Iteration 42Q: 3 clusters Score -2535389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2535389.250000 Penalty: 4918.315918
	Iteration 43Q: 3 clusters Score -2535389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2535392.750000 Penalty: 4918.315918
	Iteration 44Q: 3 clusters Score -2535393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2535392.750000 Penalty: 4918.315918
	Iteration 45F: 3 clusters Score -2535393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -87734.601562 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -87734.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86134.250000 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -86134.25 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -86803.664062 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -86803.66 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -87190.890625 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -87190.89 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -87509.015625 Penalty: 3320.502686
	Iteration 3F: 3 clusters Score -87509.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -87654.015625 Penalty: 3320.502686
	Iteration 4Q: 3 clusters Score -87654.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -87710.546875 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -87710.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -87779.921875 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -87779.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -87850.945312 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -87850.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -87884.625000 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -87884.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -87891.718750 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -87891.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -87899.945312 Penalty: 3320.502686
	Iteration 10F: 3 clusters Score -87899.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -87912.148438 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -87912.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -87912.148438 Penalty: 3320.502686
	Iteration 12F: 3 clusters Score -87912.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37214 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25490 members 
Mstep: Class 8 contains 9457 members 
Mstep: Class 9 contains 5496 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 10126 members 
Mstep: Class 12 contains 177520 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42062 members 
Mstep: Class 15 contains 10808 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 228980 members 
Mstep: Class 18 contains 61432 members 
Mstep: Class 19 contains 20251 members 
Mstep: Class 20 contains 586 members 
Mstep: Class 21 contains 9713 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 14278 members 
Mstep: Class 25 contains 222 members 
Entering Unmasked Estep 
Score: -90834600.000000 Penalty: 83590.781250
Splitting cluster 20 changes total score from -90836136.000000 to -90834600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Entering Unmasked Estep 
Score: -1287431.000000 Penalty: 2276.942627
	Iteration 0F: 2 clusters Score -1287431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1279902.250000 Penalty: 4553.885254
	Iteration 0F: 3 clusters Score -1279902 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1282084.250000 Penalty: 4553.885254
	Iteration 1F: 3 clusters Score -1282084 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1282431.125000 Penalty: 4553.885254
	Iteration 2F: 3 clusters Score -1282431 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1282686.250000 Penalty: 4553.885254
	Iteration 3F: 3 clusters Score -1282686 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1282905.125000 Penalty: 4553.885254
	Iteration 4Q: 3 clusters Score -1282905 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1283122.875000 Penalty: 4553.885254
	Iteration 5Q: 3 clusters Score -1283123 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1283347.375000 Penalty: 4553.885254
	Iteration 6Q: 3 clusters Score -1283347 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1283602.500000 Penalty: 4553.885254
	Iteration 7Q: 3 clusters Score -1283602 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1283858.875000 Penalty: 4553.885254
	Iteration 8Q: 3 clusters Score -1283859 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1284165.875000 Penalty: 4553.885254
	Iteration 9Q: 3 clusters Score -1284166 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1284502.500000 Penalty: 4553.885254
	Iteration 10Q: 3 clusters Score -1284502 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1284858.000000 Penalty: 4553.885254
	Iteration 11Q: 3 clusters Score -1284858 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1285145.375000 Penalty: 4553.885254
	Iteration 12Q: 3 clusters Score -1285145 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1285356.750000 Penalty: 4553.885254
	Iteration 13Q: 3 clusters Score -1285357 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1285466.375000 Penalty: 4553.885254
	Iteration 14Q: 3 clusters Score -1285466 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1285543.750000 Penalty: 4553.885254
	Iteration 15Q: 3 clusters Score -1285544 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1285590.375000 Penalty: 4553.885254
	Iteration 16Q: 3 clusters Score -1285590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1285618.375000 Penalty: 4553.885254
	Iteration 17Q: 3 clusters Score -1285618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1285632.500000 Penalty: 4553.885254
	Iteration 18Q: 3 clusters Score -1285632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1285635.750000 Penalty: 4553.885254
	Iteration 19Q: 3 clusters Score -1285636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1285643.500000 Penalty: 4553.885254
	Iteration 20F: 3 clusters Score -1285644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1285658.000000 Penalty: 4553.885254
	Iteration 21Q: 3 clusters Score -1285658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1285666.250000 Penalty: 4553.885254
	Iteration 22Q: 3 clusters Score -1285666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1285676.875000 Penalty: 4553.885254
	Iteration 23Q: 3 clusters Score -1285677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1285682.375000 Penalty: 4553.885254
	Iteration 24Q: 3 clusters Score -1285682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1285690.750000 Penalty: 4553.885254
	Iteration 25Q: 3 clusters Score -1285691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1285698.125000 Penalty: 4553.885254
	Iteration 26Q: 3 clusters Score -1285698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1285702.375000 Penalty: 4553.885254
	Iteration 27Q: 3 clusters Score -1285702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1285709.125000 Penalty: 4553.885254
	Iteration 28Q: 3 clusters Score -1285709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1285711.500000 Penalty: 4553.885254
	Iteration 29Q: 3 clusters Score -1285712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1285716.125000 Penalty: 4553.885254
	Iteration 30Q: 3 clusters Score -1285716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1285716.125000 Penalty: 4553.885254
	Iteration 31Q: 3 clusters Score -1285716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1285714.500000 Penalty: 4553.885254
	Iteration 32Q: 3 clusters Score -1285714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1285715.375000 Penalty: 4553.885254
	Iteration 33Q: 3 clusters Score -1285715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1285715.750000 Penalty: 4553.885254
	Iteration 34Q: 3 clusters Score -1285716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1285716.000000 Penalty: 4553.885254
	Iteration 35Q: 3 clusters Score -1285716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1285715.625000 Penalty: 4553.885254
	Iteration 36Q: 3 clusters Score -1285716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1285715.625000 Penalty: 4553.885254
	Iteration 37F: 3 clusters Score -1285716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Entering Unmasked Estep 
Score: -968805.375000 Penalty: 2245.023926
	Iteration 0F: 2 clusters Score -968805.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -962096.875000 Penalty: 4490.047852
	Iteration 0F: 3 clusters Score -962096.9 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -964268.312500 Penalty: 4490.047852
	Iteration 1F: 3 clusters Score -964268.3 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -964939.812500 Penalty: 4490.047852
	Iteration 2F: 3 clusters Score -964939.8 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -965696.812500 Penalty: 4490.047852
	Iteration 3F: 3 clusters Score -965696.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -966422.875000 Penalty: 4490.047852
	Iteration 4F: 3 clusters Score -966422.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -967032.375000 Penalty: 4490.047852
	Iteration 5F: 3 clusters Score -967032.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -967578.312500 Penalty: 4490.047852
	Iteration 6F: 3 clusters Score -967578.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -968058.187500 Penalty: 4490.047852
	Iteration 7F: 3 clusters Score -968058.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -968310.750000 Penalty: 4490.047852
	Iteration 8Q: 3 clusters Score -968310.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -968417.937500 Penalty: 4490.047852
	Iteration 9Q: 3 clusters Score -968417.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -968463.125000 Penalty: 4490.047852
	Iteration 10Q: 3 clusters Score -968463.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -968497.062500 Penalty: 4490.047852
	Iteration 11Q: 3 clusters Score -968497.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -968516.625000 Penalty: 4490.047852
	Iteration 12Q: 3 clusters Score -968516.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -968534.125000 Penalty: 4490.047852
	Iteration 13Q: 3 clusters Score -968534.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -968548.187500 Penalty: 4490.047852
	Iteration 14Q: 3 clusters Score -968548.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -968556.375000 Penalty: 4490.047852
	Iteration 15Q: 3 clusters Score -968556.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -968562.937500 Penalty: 4490.047852
	Iteration 16Q: 3 clusters Score -968562.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -968570.375000 Penalty: 4490.047852
	Iteration 17Q: 3 clusters Score -968570.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -968575.437500 Penalty: 4490.047852
	Iteration 18Q: 3 clusters Score -968575.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -968578.375000 Penalty: 4490.047852
	Iteration 19Q: 3 clusters Score -968578.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -968578.750000 Penalty: 4490.047852
	Iteration 20F: 3 clusters Score -968578.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -968580.875000 Penalty: 4490.047852
	Iteration 21Q: 3 clusters Score -968580.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -968582.812500 Penalty: 4490.047852
	Iteration 22Q: 3 clusters Score -968582.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -968582.625000 Penalty: 4490.047852
	Iteration 23Q: 3 clusters Score -968582.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -968582.500000 Penalty: 4490.047852
	Iteration 24Q: 3 clusters Score -968582.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -968584.312500 Penalty: 4490.047852
	Iteration 25Q: 3 clusters Score -968584.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -968582.562500 Penalty: 4490.047852
	Iteration 26Q: 3 clusters Score -968582.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -968584.375000 Penalty: 4490.047852
	Iteration 27Q: 3 clusters Score -968584.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -968583.812500 Penalty: 4490.047852
	Iteration 28Q: 3 clusters Score -968583.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -968583.812500 Penalty: 4490.047852
	Iteration 29F: 3 clusters Score -968583.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Entering Unmasked Estep 
Score: -734957.250000 Penalty: 2151.962646
	Iteration 0F: 2 clusters Score -734957.2 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 2943 members 
Entering Unmasked Estep 
Score: -729861.812500 Penalty: 4303.925293
	Iteration 0F: 3 clusters Score -729861.8 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -731104.312500 Penalty: 4303.925293
	Iteration 1F: 3 clusters Score -731104.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -731304.625000 Penalty: 4303.925293
	Iteration 2F: 3 clusters Score -731304.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -731454.125000 Penalty: 4303.925293
	Iteration 3Q: 3 clusters Score -731454.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -731594.375000 Penalty: 4303.925293
	Iteration 4Q: 3 clusters Score -731594.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -731753.000000 Penalty: 4303.925293
	Iteration 5Q: 3 clusters Score -731753 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -731927.187500 Penalty: 4303.925293
	Iteration 6Q: 3 clusters Score -731927.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -732115.812500 Penalty: 4303.925293
	Iteration 7Q: 3 clusters Score -732115.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -732324.812500 Penalty: 4303.925293
	Iteration 8Q: 3 clusters Score -732324.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -732525.812500 Penalty: 4303.925293
	Iteration 9Q: 3 clusters Score -732525.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -732707.562500 Penalty: 4303.925293
	Iteration 10Q: 3 clusters Score -732707.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -732873.125000 Penalty: 4303.925293
	Iteration 11Q: 3 clusters Score -732873.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -733025.625000 Penalty: 4303.925293
	Iteration 12Q: 3 clusters Score -733025.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -733153.687500 Penalty: 4303.925293
	Iteration 13Q: 3 clusters Score -733153.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -733255.062500 Penalty: 4303.925293
	Iteration 14Q: 3 clusters Score -733255.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -733314.812500 Penalty: 4303.925293
	Iteration 15Q: 3 clusters Score -733314.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -733376.375000 Penalty: 4303.925293
	Iteration 16Q: 3 clusters Score -733376.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -733430.375000 Penalty: 4303.925293
	Iteration 17Q: 3 clusters Score -733430.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -733474.500000 Penalty: 4303.925293
	Iteration 18Q: 3 clusters Score -733474.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -733511.750000 Penalty: 4303.925293
	Iteration 19Q: 3 clusters Score -733511.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -733536.000000 Penalty: 4303.925293
	Iteration 20F: 3 clusters Score -733536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -733551.875000 Penalty: 4303.925293
	Iteration 21Q: 3 clusters Score -733551.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -733564.437500 Penalty: 4303.925293
	Iteration 22Q: 3 clusters Score -733564.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -733581.187500 Penalty: 4303.925293
	Iteration 23Q: 3 clusters Score -733581.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -733596.375000 Penalty: 4303.925293
	Iteration 24Q: 3 clusters Score -733596.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -733618.312500 Penalty: 4303.925293
	Iteration 25Q: 3 clusters Score -733618.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -733627.875000 Penalty: 4303.925293
	Iteration 26Q: 3 clusters Score -733627.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -733636.875000 Penalty: 4303.925293
	Iteration 27Q: 3 clusters Score -733636.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -733638.187500 Penalty: 4303.925293
	Iteration 28Q: 3 clusters Score -733638.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -733643.375000 Penalty: 4303.925293
	Iteration 29Q: 3 clusters Score -733643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -733643.312500 Penalty: 4303.925293
	Iteration 30Q: 3 clusters Score -733643.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -733643.687500 Penalty: 4303.925293
	Iteration 31Q: 3 clusters Score -733643.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -733645.875000 Penalty: 4303.925293
	Iteration 32Q: 3 clusters Score -733645.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -733645.187500 Penalty: 4303.925293
	Iteration 33Q: 3 clusters Score -733645.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -733647.312500 Penalty: 4303.925293
	Iteration 34Q: 3 clusters Score -733647.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -733648.375000 Penalty: 4303.925293
	Iteration 35Q: 3 clusters Score -733648.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -733649.187500 Penalty: 4303.925293
	Iteration 36Q: 3 clusters Score -733649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -733648.750000 Penalty: 4303.925293
	Iteration 37Q: 3 clusters Score -733648.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -733648.750000 Penalty: 4303.925293
	Iteration 38F: 3 clusters Score -733648.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Entering Unmasked Estep 
Score: -1865262.875000 Penalty: 2372.485840
	Iteration 0F: 2 clusters Score -1865263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1854792.375000 Penalty: 4744.971680
	Iteration 0F: 3 clusters Score -1854792 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1858024.500000 Penalty: 4744.971680
	Iteration 1F: 3 clusters Score -1858024 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1858343.000000 Penalty: 4744.971680
	Iteration 2F: 3 clusters Score -1858343 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1858546.375000 Penalty: 4744.971680
	Iteration 3Q: 3 clusters Score -1858546 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1858712.125000 Penalty: 4744.971680
	Iteration 4Q: 3 clusters Score -1858712 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1858849.875000 Penalty: 4744.971680
	Iteration 5Q: 3 clusters Score -1858850 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1858971.250000 Penalty: 4744.971680
	Iteration 6Q: 3 clusters Score -1858971 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1859107.500000 Penalty: 4744.971680
	Iteration 7Q: 3 clusters Score -1859108 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1859271.125000 Penalty: 4744.971680
	Iteration 8Q: 3 clusters Score -1859271 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1859432.875000 Penalty: 4744.971680
	Iteration 9Q: 3 clusters Score -1859433 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1859626.375000 Penalty: 4744.971680
	Iteration 10Q: 3 clusters Score -1859626 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1859879.875000 Penalty: 4744.971680
	Iteration 11Q: 3 clusters Score -1859880 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1860224.625000 Penalty: 4744.971680
	Iteration 12Q: 3 clusters Score -1860225 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1860697.375000 Penalty: 4744.971680
	Iteration 13Q: 3 clusters Score -1860697 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1861203.500000 Penalty: 4744.971680
	Iteration 14Q: 3 clusters Score -1861204 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1861676.500000 Penalty: 4744.971680
	Iteration 15Q: 3 clusters Score -1861676 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1862114.125000 Penalty: 4744.971680
	Iteration 16Q: 3 clusters Score -1862114 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1862486.375000 Penalty: 4744.971680
	Iteration 17Q: 3 clusters Score -1862486 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1862716.500000 Penalty: 4744.971680
	Iteration 18Q: 3 clusters Score -1862716 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1862866.750000 Penalty: 4744.971680
	Iteration 19Q: 3 clusters Score -1862867 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1862972.250000 Penalty: 4744.971680
	Iteration 20F: 3 clusters Score -1862972 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1863043.250000 Penalty: 4744.971680
	Iteration 21Q: 3 clusters Score -1863043 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1863090.625000 Penalty: 4744.971680
	Iteration 22Q: 3 clusters Score -1863091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1863122.250000 Penalty: 4744.971680
	Iteration 23Q: 3 clusters Score -1863122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1863129.375000 Penalty: 4744.971680
	Iteration 24Q: 3 clusters Score -1863129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1863134.625000 Penalty: 4744.971680
	Iteration 25Q: 3 clusters Score -1863135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1863142.750000 Penalty: 4744.971680
	Iteration 26Q: 3 clusters Score -1863143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1863148.625000 Penalty: 4744.971680
	Iteration 27Q: 3 clusters Score -1863149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1863153.125000 Penalty: 4744.971680
	Iteration 28Q: 3 clusters Score -1863153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1863158.125000 Penalty: 4744.971680
	Iteration 29Q: 3 clusters Score -1863158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1863160.250000 Penalty: 4744.971680
	Iteration 30Q: 3 clusters Score -1863160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1863160.625000 Penalty: 4744.971680
	Iteration 31Q: 3 clusters Score -1863161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1863166.875000 Penalty: 4744.971680
	Iteration 32Q: 3 clusters Score -1863167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1863170.875000 Penalty: 4744.971680
	Iteration 33Q: 3 clusters Score -1863171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1863173.625000 Penalty: 4744.971680
	Iteration 34Q: 3 clusters Score -1863174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1863173.625000 Penalty: 4744.971680
	Iteration 35F: 3 clusters Score -1863174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37214 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25490 members 
Mstep: Class 8 contains 9457 members 
Mstep: Class 9 contains 5496 members 
Mstep: Class 10 contains 13944 members 
Mstep: Class 11 contains 10126 members 
Mstep: Class 12 contains 177520 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42062 members 
Mstep: Class 15 contains 10808 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 228980 members 
Mstep: Class 18 contains 61432 members 
Mstep: Class 19 contains 20251 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9713 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 14278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836152.000000 Penalty: 80247.148438
Iteration 199Q: 25 clusters Score -9.083615e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37201 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14743 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25496 members 
Mstep: Class 8 contains 9456 members 
Mstep: Class 9 contains 5497 members 
Mstep: Class 10 contains 13941 members 
Mstep: Class 11 contains 10126 members 
Mstep: Class 12 contains 177535 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42060 members 
Mstep: Class 15 contains 10810 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 228986 members 
Mstep: Class 18 contains 61429 members 
Mstep: Class 19 contains 20251 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9700 members 
Mstep: Class 22 contains 8542 members 
Mstep: Class 23 contains 5868 members 
Mstep: Class 24 contains 14279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836088.000000 Penalty: 80247.148438
Iteration 200F: 25 clusters Score -9.083609e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37197 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14743 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25500 members 
Mstep: Class 8 contains 9455 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 13939 members 
Mstep: Class 11 contains 10126 members 
Mstep: Class 12 contains 177544 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42062 members 
Mstep: Class 15 contains 10809 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 228998 members 
Mstep: Class 18 contains 61428 members 
Mstep: Class 19 contains 20251 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9682 members 
Mstep: Class 22 contains 8542 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836136.000000 Penalty: 80247.148438
Iteration 201Q: 25 clusters Score -9.083614e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37192 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14744 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25504 members 
Mstep: Class 8 contains 9454 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 13939 members 
Mstep: Class 11 contains 10126 members 
Mstep: Class 12 contains 177541 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42061 members 
Mstep: Class 15 contains 10811 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229021 members 
Mstep: Class 18 contains 61422 members 
Mstep: Class 19 contains 20250 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9667 members 
Mstep: Class 22 contains 8542 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836200.000000 Penalty: 80247.148438
Iteration 202Q: 25 clusters Score -9.08362e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37188 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11577 members 
Mstep: Class 5 contains 14746 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25509 members 
Mstep: Class 8 contains 9455 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 13939 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 177521 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42059 members 
Mstep: Class 15 contains 10814 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229053 members 
Mstep: Class 18 contains 61416 members 
Mstep: Class 19 contains 20251 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9654 members 
Mstep: Class 22 contains 8542 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836296.000000 Penalty: 80247.148438
Iteration 203Q: 25 clusters Score -9.08363e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37185 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11574 members 
Mstep: Class 5 contains 14749 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25513 members 
Mstep: Class 8 contains 9456 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 13937 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 177494 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42057 members 
Mstep: Class 15 contains 10820 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229081 members 
Mstep: Class 18 contains 61410 members 
Mstep: Class 19 contains 20252 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9648 members 
Mstep: Class 22 contains 8542 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836360.000000 Penalty: 80247.148438
Iteration 204Q: 25 clusters Score -9.083636e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37179 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11571 members 
Mstep: Class 5 contains 14751 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25516 members 
Mstep: Class 8 contains 9455 members 
Mstep: Class 9 contains 5500 members 
Mstep: Class 10 contains 13937 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 177482 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42056 members 
Mstep: Class 15 contains 10823 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229106 members 
Mstep: Class 18 contains 61409 members 
Mstep: Class 19 contains 20253 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9635 members 
Mstep: Class 22 contains 8542 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836192.000000 Penalty: 80247.148438
Iteration 205Q: 25 clusters Score -9.083619e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37170 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11571 members 
Mstep: Class 5 contains 14753 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25521 members 
Mstep: Class 8 contains 9454 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 13938 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 177459 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42057 members 
Mstep: Class 15 contains 10827 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229139 members 
Mstep: Class 18 contains 61406 members 
Mstep: Class 19 contains 20253 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9625 members 
Mstep: Class 22 contains 8542 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836232.000000 Penalty: 80247.148438
Iteration 206Q: 25 clusters Score -9.083623e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37161 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11570 members 
Mstep: Class 5 contains 14752 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25526 members 
Mstep: Class 8 contains 9455 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 13938 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 177437 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42056 members 
Mstep: Class 15 contains 10832 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229175 members 
Mstep: Class 18 contains 61403 members 
Mstep: Class 19 contains 20252 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9616 members 
Mstep: Class 22 contains 8542 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836216.000000 Penalty: 80247.148438
Iteration 207Q: 25 clusters Score -9.083622e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37149 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11571 members 
Mstep: Class 5 contains 14751 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25531 members 
Mstep: Class 8 contains 9455 members 
Mstep: Class 9 contains 5497 members 
Mstep: Class 10 contains 13937 members 
Mstep: Class 11 contains 10126 members 
Mstep: Class 12 contains 177424 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42060 members 
Mstep: Class 15 contains 10834 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229204 members 
Mstep: Class 18 contains 61403 members 
Mstep: Class 19 contains 20250 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9604 members 
Mstep: Class 22 contains 8542 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836208.000000 Penalty: 80247.148438
Iteration 208Q: 25 clusters Score -9.083621e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37134 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11573 members 
Mstep: Class 5 contains 14750 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25534 members 
Mstep: Class 8 contains 9455 members 
Mstep: Class 9 contains 5497 members 
Mstep: Class 10 contains 13937 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 177417 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42065 members 
Mstep: Class 15 contains 10836 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229226 members 
Mstep: Class 18 contains 61401 members 
Mstep: Class 19 contains 20247 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9593 members 
Mstep: Class 22 contains 8544 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836176.000000 Penalty: 80247.148438
Iteration 209Q: 25 clusters Score -9.083618e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37124 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11574 members 
Mstep: Class 5 contains 14750 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25537 members 
Mstep: Class 8 contains 9456 members 
Mstep: Class 9 contains 5497 members 
Mstep: Class 10 contains 13937 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 177413 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42068 members 
Mstep: Class 15 contains 10833 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229250 members 
Mstep: Class 18 contains 61399 members 
Mstep: Class 19 contains 20246 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9581 members 
Mstep: Class 22 contains 8546 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836224.000000 Penalty: 80247.148438
Iteration 210Q: 25 clusters Score -9.083622e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37114 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11574 members 
Mstep: Class 5 contains 14750 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25540 members 
Mstep: Class 8 contains 9459 members 
Mstep: Class 9 contains 5496 members 
Mstep: Class 10 contains 13937 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 177419 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42070 members 
Mstep: Class 15 contains 10834 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229254 members 
Mstep: Class 18 contains 61399 members 
Mstep: Class 19 contains 20246 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9570 members 
Mstep: Class 22 contains 8547 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836272.000000 Penalty: 80247.148438
Iteration 211Q: 25 clusters Score -9.083627e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37107 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11574 members 
Mstep: Class 5 contains 14749 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25541 members 
Mstep: Class 8 contains 9460 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 13938 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 177420 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42070 members 
Mstep: Class 15 contains 10835 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229263 members 
Mstep: Class 18 contains 61399 members 
Mstep: Class 19 contains 20245 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9562 members 
Mstep: Class 22 contains 8547 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836272.000000 Penalty: 80247.148438
Iteration 212Q: 25 clusters Score -9.083627e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37098 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11574 members 
Mstep: Class 5 contains 14750 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25544 members 
Mstep: Class 8 contains 9462 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 13938 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177403 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42073 members 
Mstep: Class 15 contains 10836 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229282 members 
Mstep: Class 18 contains 61396 members 
Mstep: Class 19 contains 20247 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9559 members 
Mstep: Class 22 contains 8547 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836232.000000 Penalty: 80247.148438
Iteration 213Q: 25 clusters Score -9.083623e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37089 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11576 members 
Mstep: Class 5 contains 14750 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25546 members 
Mstep: Class 8 contains 9462 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13939 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177395 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42074 members 
Mstep: Class 15 contains 10836 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229295 members 
Mstep: Class 18 contains 61396 members 
Mstep: Class 19 contains 20248 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9556 members 
Mstep: Class 22 contains 8547 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836192.000000 Penalty: 80247.148438
Iteration 214Q: 25 clusters Score -9.083619e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37076 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11577 members 
Mstep: Class 5 contains 14750 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25551 members 
Mstep: Class 8 contains 9461 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13936 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177381 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42076 members 
Mstep: Class 15 contains 10836 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229315 members 
Mstep: Class 18 contains 61395 members 
Mstep: Class 19 contains 20248 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9556 members 
Mstep: Class 22 contains 8547 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836240.000000 Penalty: 80247.148438
Iteration 215Q: 25 clusters Score -9.083624e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37067 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11577 members 
Mstep: Class 5 contains 14751 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25554 members 
Mstep: Class 8 contains 9461 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13934 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177356 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42074 members 
Mstep: Class 15 contains 10837 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229346 members 
Mstep: Class 18 contains 61399 members 
Mstep: Class 19 contains 20247 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9555 members 
Mstep: Class 22 contains 8547 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836232.000000 Penalty: 80247.148438
Iteration 216Q: 25 clusters Score -9.083623e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37054 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11577 members 
Mstep: Class 5 contains 14752 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25561 members 
Mstep: Class 8 contains 9461 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177327 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42074 members 
Mstep: Class 15 contains 10838 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229373 members 
Mstep: Class 18 contains 61405 members 
Mstep: Class 19 contains 20246 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9554 members 
Mstep: Class 22 contains 8547 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836344.000000 Penalty: 80247.148438
Iteration 217Q: 25 clusters Score -9.083634e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37043 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11576 members 
Mstep: Class 5 contains 14752 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25572 members 
Mstep: Class 8 contains 9460 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177319 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42074 members 
Mstep: Class 15 contains 10838 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229385 members 
Mstep: Class 18 contains 61408 members 
Mstep: Class 19 contains 20244 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9552 members 
Mstep: Class 22 contains 8547 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836352.000000 Penalty: 80247.148438
Iteration 218Q: 25 clusters Score -9.083635e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37032 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11576 members 
Mstep: Class 5 contains 14751 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25579 members 
Mstep: Class 8 contains 9461 members 
Mstep: Class 9 contains 5495 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177304 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42074 members 
Mstep: Class 15 contains 10838 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229405 members 
Mstep: Class 18 contains 61407 members 
Mstep: Class 19 contains 20243 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9548 members 
Mstep: Class 22 contains 8547 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836416.000000 Penalty: 80247.148438
Iteration 219Q: 25 clusters Score -9.083642e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37018 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14751 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25585 members 
Mstep: Class 8 contains 9460 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177283 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42076 members 
Mstep: Class 15 contains 10838 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229430 members 
Mstep: Class 18 contains 61408 members 
Mstep: Class 19 contains 20242 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9546 members 
Mstep: Class 22 contains 8548 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836440.000000 Penalty: 80247.148438
Iteration 220F: 25 clusters Score -9.083644e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37006 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14751 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25592 members 
Mstep: Class 8 contains 9458 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177274 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42074 members 
Mstep: Class 15 contains 10839 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229447 members 
Mstep: Class 18 contains 61409 members 
Mstep: Class 19 contains 20240 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9544 members 
Mstep: Class 22 contains 8548 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836512.000000 Penalty: 80247.148438
Iteration 221Q: 25 clusters Score -9.083651e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36992 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14750 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25596 members 
Mstep: Class 8 contains 9456 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177269 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42073 members 
Mstep: Class 15 contains 10839 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229470 members 
Mstep: Class 18 contains 61406 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9541 members 
Mstep: Class 22 contains 8550 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836480.000000 Penalty: 80247.148438
Iteration 222Q: 25 clusters Score -9.083648e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36975 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11583 members 
Mstep: Class 5 contains 14751 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25600 members 
Mstep: Class 8 contains 9454 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177249 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42075 members 
Mstep: Class 15 contains 10840 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229499 members 
Mstep: Class 18 contains 61408 members 
Mstep: Class 19 contains 20236 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9538 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 14317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836520.000000 Penalty: 80247.148438
Iteration 223Q: 25 clusters Score -9.083652e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36965 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11584 members 
Mstep: Class 5 contains 14751 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25606 members 
Mstep: Class 8 contains 9454 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177234 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 10840 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229523 members 
Mstep: Class 18 contains 61408 members 
Mstep: Class 19 contains 20236 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9535 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5870 members 
Mstep: Class 24 contains 14317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836488.000000 Penalty: 80247.148438
Iteration 224Q: 25 clusters Score -9.083649e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36956 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11584 members 
Mstep: Class 5 contains 14751 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25609 members 
Mstep: Class 8 contains 9455 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177222 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42070 members 
Mstep: Class 15 contains 10840 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229546 members 
Mstep: Class 18 contains 61404 members 
Mstep: Class 19 contains 20236 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9533 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836448.000000 Penalty: 80247.148438
Iteration 225Q: 25 clusters Score -9.083645e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36944 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11583 members 
Mstep: Class 5 contains 14751 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25611 members 
Mstep: Class 8 contains 9457 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177215 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42072 members 
Mstep: Class 15 contains 10840 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229568 members 
Mstep: Class 18 contains 61401 members 
Mstep: Class 19 contains 20236 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9529 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836464.000000 Penalty: 80247.148438
Iteration 226Q: 25 clusters Score -9.083646e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36939 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14751 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25613 members 
Mstep: Class 8 contains 9459 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177206 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42070 members 
Mstep: Class 15 contains 10841 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229582 members 
Mstep: Class 18 contains 61401 members 
Mstep: Class 19 contains 20236 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9526 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836408.000000 Penalty: 80247.148438
Iteration 227Q: 25 clusters Score -9.083641e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36933 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14750 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25615 members 
Mstep: Class 8 contains 9461 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177187 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42069 members 
Mstep: Class 15 contains 10843 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229602 members 
Mstep: Class 18 contains 61402 members 
Mstep: Class 19 contains 20236 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9525 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836336.000000 Penalty: 80247.148438
Iteration 228Q: 25 clusters Score -9.083634e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36926 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14749 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25616 members 
Mstep: Class 8 contains 9462 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177169 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42068 members 
Mstep: Class 15 contains 10844 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229631 members 
Mstep: Class 18 contains 61399 members 
Mstep: Class 19 contains 20235 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9525 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836424.000000 Penalty: 80247.148438
Iteration 229Q: 25 clusters Score -9.083642e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36921 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14750 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25616 members 
Mstep: Class 8 contains 9460 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177158 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42068 members 
Mstep: Class 15 contains 10845 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229645 members 
Mstep: Class 18 contains 61399 members 
Mstep: Class 19 contains 20235 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9525 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836472.000000 Penalty: 80247.148438
Iteration 230Q: 25 clusters Score -9.083647e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36918 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14751 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25615 members 
Mstep: Class 8 contains 9460 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177143 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42067 members 
Mstep: Class 15 contains 10847 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229659 members 
Mstep: Class 18 contains 61398 members 
Mstep: Class 19 contains 20237 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9525 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836424.000000 Penalty: 80247.148438
Iteration 231Q: 25 clusters Score -9.083642e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36912 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14751 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25616 members 
Mstep: Class 8 contains 9460 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 13934 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177130 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42068 members 
Mstep: Class 15 contains 10850 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229674 members 
Mstep: Class 18 contains 61396 members 
Mstep: Class 19 contains 20236 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9525 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836448.000000 Penalty: 80247.148438
Iteration 232Q: 25 clusters Score -9.083645e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36909 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11578 members 
Mstep: Class 5 contains 14750 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25617 members 
Mstep: Class 8 contains 9460 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 13934 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177119 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42070 members 
Mstep: Class 15 contains 10852 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229684 members 
Mstep: Class 18 contains 61398 members 
Mstep: Class 19 contains 20237 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9524 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836512.000000 Penalty: 80247.148438
Iteration 233Q: 25 clusters Score -9.083651e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36907 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11577 members 
Mstep: Class 5 contains 14747 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25617 members 
Mstep: Class 8 contains 9461 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177114 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42069 members 
Mstep: Class 15 contains 10851 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229693 members 
Mstep: Class 18 contains 61399 members 
Mstep: Class 19 contains 20238 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9524 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836552.000000 Penalty: 80247.148438
Iteration 234Q: 25 clusters Score -9.083655e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36906 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 11577 members 
Mstep: Class 5 contains 14745 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25617 members 
Mstep: Class 8 contains 9462 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177107 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42067 members 
Mstep: Class 15 contains 10850 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229703 members 
Mstep: Class 18 contains 61399 members 
Mstep: Class 19 contains 20240 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9523 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836608.000000 Penalty: 80247.148438
Iteration 235Q: 25 clusters Score -9.083661e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36902 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11577 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25614 members 
Mstep: Class 8 contains 9463 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 177103 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42067 members 
Mstep: Class 15 contains 10850 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229713 members 
Mstep: Class 18 contains 61398 members 
Mstep: Class 19 contains 20241 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9522 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836640.000000 Penalty: 80247.148438
Iteration 236Q: 25 clusters Score -9.083664e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36897 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14740 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25617 members 
Mstep: Class 8 contains 9465 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 13931 members 
Mstep: Class 11 contains 10131 members 
Mstep: Class 12 contains 177096 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42067 members 
Mstep: Class 15 contains 10851 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229724 members 
Mstep: Class 18 contains 61397 members 
Mstep: Class 19 contains 20241 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9516 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836624.000000 Penalty: 80247.148438
Iteration 237Q: 25 clusters Score -9.083662e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36892 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14738 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25617 members 
Mstep: Class 8 contains 9466 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 11 contains 10132 members 
Mstep: Class 12 contains 177090 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42067 members 
Mstep: Class 15 contains 10852 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229736 members 
Mstep: Class 18 contains 61397 members 
Mstep: Class 19 contains 20240 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9514 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836592.000000 Penalty: 80247.148438
Iteration 238Q: 25 clusters Score -9.083659e+07 nChanged 50
Entering ConstructFrom: 
Score: -90836592.000000 Penalty: 80247.148438
Entering ConstructFrom: 
Trying to split cluster 1 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -125772.687500 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -125772.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -123803.187500 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -123803.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -124236.921875 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -124236.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -124571.851562 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -124571.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -124890.445312 Penalty: 3477.114746
	Iteration 3F: 3 clusters Score -124890.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -125119.960938 Penalty: 3477.114746
	Iteration 4F: 3 clusters Score -125120 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -125289.328125 Penalty: 3477.114746
	Iteration 5F: 3 clusters Score -125289.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -125412.679688 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -125412.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -125534.976562 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -125535 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -125724.007812 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -125724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -125806.796875 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -125806.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -125863.570312 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -125863.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -125882.093750 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -125882.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -125895.859375 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -125895.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -125909.835938 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -125909.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -125923.460938 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -125923.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -125941.117188 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -125941.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -125950.406250 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -125950.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -125962.445312 Penalty: 3477.114746
	Iteration 17Q: 3 clusters Score -125962.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -125975.164062 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -125975.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -125978.937500 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -125978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -125990.679688 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -125990.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -126014.085938 Penalty: 3477.114746
	Iteration 21Q: 3 clusters Score -126014.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -126027.968750 Penalty: 3477.114746
	Iteration 22Q: 3 clusters Score -126028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -126039.304688 Penalty: 3477.114746
	Iteration 23Q: 3 clusters Score -126039.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -126042.250000 Penalty: 3477.114746
	Iteration 24Q: 3 clusters Score -126042.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -126046.265625 Penalty: 3477.114746
	Iteration 25Q: 3 clusters Score -126046.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -126047.843750 Penalty: 3477.114746
	Iteration 26Q: 3 clusters Score -126047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -126047.843750 Penalty: 3477.114746
	Iteration 27F: 3 clusters Score -126047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 36888 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14735 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25617 members 
Mstep: Class 8 contains 9468 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 10132 members 
Mstep: Class 12 contains 177087 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42068 members 
Mstep: Class 15 contains 10852 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229748 members 
Mstep: Class 18 contains 61396 members 
Mstep: Class 19 contains 20238 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9513 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14329 members 
Mstep: Class 25 contains 566 members 
Entering Unmasked Estep 
Score: -90835280.000000 Penalty: 83590.781250
Splitting cluster 1 changes total score from -90836592.000000 to -90835280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (36888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Entering Unmasked Estep 
Score: -4718167.000000 Penalty: 2607.878906
	Iteration 0F: 2 clusters Score -4718167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -4693155.500000 Penalty: 5215.757812
	Iteration 0F: 3 clusters Score -4693156 nChanged 16793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -4702339.000000 Penalty: 5215.757812
	Iteration 1F: 3 clusters Score -4702339 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -4703037.500000 Penalty: 5215.757812
	Iteration 2Q: 3 clusters Score -4703038 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -4703772.500000 Penalty: 5215.757812
	Iteration 3Q: 3 clusters Score -4703772 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -4704502.500000 Penalty: 5215.757812
	Iteration 4Q: 3 clusters Score -4704502 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -4705303.500000 Penalty: 5215.757812
	Iteration 5Q: 3 clusters Score -4705304 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -4706061.500000 Penalty: 5215.757812
	Iteration 6F: 3 clusters Score -4706062 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -4706843.000000 Penalty: 5215.757812
	Iteration 7Q: 3 clusters Score -4706843 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -4707613.000000 Penalty: 5215.757812
	Iteration 8Q: 3 clusters Score -4707613 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -4708277.000000 Penalty: 5215.757812
	Iteration 9Q: 3 clusters Score -4708277 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -4708942.500000 Penalty: 5215.757812
	Iteration 10Q: 3 clusters Score -4708942 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -4709620.500000 Penalty: 5215.757812
	Iteration 11Q: 3 clusters Score -4709620 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -4710301.500000 Penalty: 5215.757812
	Iteration 12Q: 3 clusters Score -4710302 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -4711098.500000 Penalty: 5215.757812
	Iteration 13Q: 3 clusters Score -4711098 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -4711972.500000 Penalty: 5215.757812
	Iteration 14Q: 3 clusters Score -4711972 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -4712889.000000 Penalty: 5215.757812
	Iteration 15Q: 3 clusters Score -4712889 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -4713685.500000 Penalty: 5215.757812
	Iteration 16Q: 3 clusters Score -4713686 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -4714229.000000 Penalty: 5215.757812
	Iteration 17Q: 3 clusters Score -4714229 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -4714671.500000 Penalty: 5215.757812
	Iteration 18Q: 3 clusters Score -4714672 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -4715049.000000 Penalty: 5215.757812
	Iteration 19Q: 3 clusters Score -4715049 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -4715355.000000 Penalty: 5215.757812
	Iteration 20F: 3 clusters Score -4715355 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4715624.500000 Penalty: 5215.757812
	Iteration 21Q: 3 clusters Score -4715624 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4715836.500000 Penalty: 5215.757812
	Iteration 22Q: 3 clusters Score -4715836 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4716019.000000 Penalty: 5215.757812
	Iteration 23Q: 3 clusters Score -4716019 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4716153.000000 Penalty: 5215.757812
	Iteration 24Q: 3 clusters Score -4716153 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4716264.500000 Penalty: 5215.757812
	Iteration 25Q: 3 clusters Score -4716264 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4716345.000000 Penalty: 5215.757812
	Iteration 26Q: 3 clusters Score -4716345 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4716415.000000 Penalty: 5215.757812
	Iteration 27Q: 3 clusters Score -4716415 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4716447.500000 Penalty: 5215.757812
	Iteration 28Q: 3 clusters Score -4716448 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4716492.000000 Penalty: 5215.757812
	Iteration 29Q: 3 clusters Score -4716492 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4716521.000000 Penalty: 5215.757812
	Iteration 30Q: 3 clusters Score -4716521 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4716558.500000 Penalty: 5215.757812
	Iteration 31Q: 3 clusters Score -4716558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4716578.500000 Penalty: 5215.757812
	Iteration 32Q: 3 clusters Score -4716578 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4716610.000000 Penalty: 5215.757812
	Iteration 33Q: 3 clusters Score -4716610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4716621.500000 Penalty: 5215.757812
	Iteration 34Q: 3 clusters Score -4716622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4716636.000000 Penalty: 5215.757812
	Iteration 35Q: 3 clusters Score -4716636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4716651.000000 Penalty: 5215.757812
	Iteration 36Q: 3 clusters Score -4716651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4716666.500000 Penalty: 5215.757812
	Iteration 37Q: 3 clusters Score -4716666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4716670.000000 Penalty: 5215.757812
	Iteration 38Q: 3 clusters Score -4716670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4716683.500000 Penalty: 5215.757812
	Iteration 39Q: 3 clusters Score -4716684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4716696.500000 Penalty: 5215.757812
	Iteration 40F: 3 clusters Score -4716696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4716702.500000 Penalty: 5215.757812
	Iteration 41Q: 3 clusters Score -4716702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4716715.500000 Penalty: 5215.757812
	Iteration 42Q: 3 clusters Score -4716716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4716716.500000 Penalty: 5215.757812
	Iteration 43Q: 3 clusters Score -4716716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4716719.500000 Penalty: 5215.757812
	Iteration 44Q: 3 clusters Score -4716720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4716728.500000 Penalty: 5215.757812
	Iteration 45Q: 3 clusters Score -4716728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4716731.500000 Penalty: 5215.757812
	Iteration 46Q: 3 clusters Score -4716732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4716738.500000 Penalty: 5215.757812
	Iteration 47Q: 3 clusters Score -4716738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4716738.000000 Penalty: 5215.757812
	Iteration 48Q: 3 clusters Score -4716738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4716745.000000 Penalty: 5215.757812
	Iteration 49Q: 3 clusters Score -4716745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4716745.500000 Penalty: 5215.757812
	Iteration 50Q: 3 clusters Score -4716746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4716745.500000 Penalty: 5215.757812
	Iteration 51F: 3 clusters Score -4716746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Entering Unmasked Estep 
Score: -574084.625000 Penalty: 2090.666992
	Iteration 0F: 2 clusters Score -574084.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -569825.687500 Penalty: 4181.333984
	Iteration 0F: 3 clusters Score -569825.7 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -570792.937500 Penalty: 4181.333984
	Iteration 1F: 3 clusters Score -570792.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -571004.750000 Penalty: 4181.333984
	Iteration 2F: 3 clusters Score -571004.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -571147.625000 Penalty: 4181.333984
	Iteration 3Q: 3 clusters Score -571147.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -571268.125000 Penalty: 4181.333984
	Iteration 4Q: 3 clusters Score -571268.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -571364.750000 Penalty: 4181.333984
	Iteration 5Q: 3 clusters Score -571364.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -571464.500000 Penalty: 4181.333984
	Iteration 6Q: 3 clusters Score -571464.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -571575.437500 Penalty: 4181.333984
	Iteration 7Q: 3 clusters Score -571575.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -571698.812500 Penalty: 4181.333984
	Iteration 8Q: 3 clusters Score -571698.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -571842.375000 Penalty: 4181.333984
	Iteration 9Q: 3 clusters Score -571842.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -572006.937500 Penalty: 4181.333984
	Iteration 10Q: 3 clusters Score -572006.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -572183.125000 Penalty: 4181.333984
	Iteration 11Q: 3 clusters Score -572183.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -572414.625000 Penalty: 4181.333984
	Iteration 12Q: 3 clusters Score -572414.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -572743.500000 Penalty: 4181.333984
	Iteration 13Q: 3 clusters Score -572743.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -573232.312500 Penalty: 4181.333984
	Iteration 14F: 3 clusters Score -573232.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -573799.375000 Penalty: 4181.333984
	Iteration 15F: 3 clusters Score -573799.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -574413.375000 Penalty: 4181.333984
	Iteration 16F: 3 clusters Score -574413.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -575037.687500 Penalty: 4181.333984
	Iteration 17Q: 3 clusters Score -575037.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -575194.250000 Penalty: 4181.333984
	Iteration 18Q: 3 clusters Score -575194.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -575219.000000 Penalty: 4181.333984
	Iteration 19Q: 3 clusters Score -575219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -575232.312500 Penalty: 4181.333984
	Iteration 20F: 3 clusters Score -575232.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -575236.312500 Penalty: 4181.333984
	Iteration 21Q: 3 clusters Score -575236.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -575240.562500 Penalty: 4181.333984
	Iteration 22Q: 3 clusters Score -575240.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -575242.625000 Penalty: 4181.333984
	Iteration 23Q: 3 clusters Score -575242.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -575244.687500 Penalty: 4181.333984
	Iteration 24Q: 3 clusters Score -575244.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -575245.750000 Penalty: 4181.333984
	Iteration 25Q: 3 clusters Score -575245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -575247.812500 Penalty: 4181.333984
	Iteration 26Q: 3 clusters Score -575247.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -575248.125000 Penalty: 4181.333984
	Iteration 27Q: 3 clusters Score -575248.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -575248.125000 Penalty: 4181.333984
	Iteration 28F: 3 clusters Score -575248.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36888 members 
Mstep: Class 3 contains 2219 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14735 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25617 members 
Mstep: Class 8 contains 9468 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 10132 members 
Mstep: Class 12 contains 177087 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42068 members 
Mstep: Class 15 contains 10852 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229748 members 
Mstep: Class 18 contains 61396 members 
Mstep: Class 19 contains 20238 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9513 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14329 members 
Mstep: Class 25 contains 2364 members 
Entering Unmasked Estep 
Score: -90836408.000000 Penalty: 83590.781250
Splitting cluster 3 changes total score from -90836592.000000 to -90836408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (11579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Entering Unmasked Estep 
Score: -1534023.250000 Penalty: 2320.523438
	Iteration 0F: 2 clusters Score -1534023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1525372.125000 Penalty: 4641.046875
	Iteration 0F: 3 clusters Score -1525372 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1527938.125000 Penalty: 4641.046875
	Iteration 1F: 3 clusters Score -1527938 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1528227.125000 Penalty: 4641.046875
	Iteration 2F: 3 clusters Score -1528227 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1528450.875000 Penalty: 4641.046875
	Iteration 3Q: 3 clusters Score -1528451 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1528621.375000 Penalty: 4641.046875
	Iteration 4Q: 3 clusters Score -1528621 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1528767.125000 Penalty: 4641.046875
	Iteration 5Q: 3 clusters Score -1528767 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1528927.500000 Penalty: 4641.046875
	Iteration 6Q: 3 clusters Score -1528928 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1529125.375000 Penalty: 4641.046875
	Iteration 7Q: 3 clusters Score -1529125 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1529333.875000 Penalty: 4641.046875
	Iteration 8Q: 3 clusters Score -1529334 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1529533.375000 Penalty: 4641.046875
	Iteration 9Q: 3 clusters Score -1529533 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1529732.750000 Penalty: 4641.046875
	Iteration 10Q: 3 clusters Score -1529733 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1529970.500000 Penalty: 4641.046875
	Iteration 11Q: 3 clusters Score -1529970 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1530195.875000 Penalty: 4641.046875
	Iteration 12Q: 3 clusters Score -1530196 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1530373.125000 Penalty: 4641.046875
	Iteration 13Q: 3 clusters Score -1530373 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1530502.500000 Penalty: 4641.046875
	Iteration 14Q: 3 clusters Score -1530502 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1530605.000000 Penalty: 4641.046875
	Iteration 15Q: 3 clusters Score -1530605 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1530701.625000 Penalty: 4641.046875
	Iteration 16Q: 3 clusters Score -1530702 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1530770.000000 Penalty: 4641.046875
	Iteration 17Q: 3 clusters Score -1530770 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1530828.375000 Penalty: 4641.046875
	Iteration 18Q: 3 clusters Score -1530828 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1530868.625000 Penalty: 4641.046875
	Iteration 19Q: 3 clusters Score -1530869 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1530902.125000 Penalty: 4641.046875
	Iteration 20F: 3 clusters Score -1530902 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1530934.500000 Penalty: 4641.046875
	Iteration 21Q: 3 clusters Score -1530934 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1530959.750000 Penalty: 4641.046875
	Iteration 22Q: 3 clusters Score -1530960 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1530979.375000 Penalty: 4641.046875
	Iteration 23Q: 3 clusters Score -1530979 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1530993.500000 Penalty: 4641.046875
	Iteration 24Q: 3 clusters Score -1530994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1531001.750000 Penalty: 4641.046875
	Iteration 25Q: 3 clusters Score -1531002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1531009.750000 Penalty: 4641.046875
	Iteration 26Q: 3 clusters Score -1531010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1531014.875000 Penalty: 4641.046875
	Iteration 27Q: 3 clusters Score -1531015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1531017.125000 Penalty: 4641.046875
	Iteration 28Q: 3 clusters Score -1531017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1531020.875000 Penalty: 4641.046875
	Iteration 29Q: 3 clusters Score -1531021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1531026.750000 Penalty: 4641.046875
	Iteration 30Q: 3 clusters Score -1531027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1531032.375000 Penalty: 4641.046875
	Iteration 31Q: 3 clusters Score -1531032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1531034.750000 Penalty: 4641.046875
	Iteration 32Q: 3 clusters Score -1531035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1531041.625000 Penalty: 4641.046875
	Iteration 33Q: 3 clusters Score -1531042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1531043.500000 Penalty: 4641.046875
	Iteration 34Q: 3 clusters Score -1531044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1531047.375000 Penalty: 4641.046875
	Iteration 35Q: 3 clusters Score -1531047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1531053.625000 Penalty: 4641.046875
	Iteration 36Q: 3 clusters Score -1531054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1531063.750000 Penalty: 4641.046875
	Iteration 37Q: 3 clusters Score -1531064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1531064.500000 Penalty: 4641.046875
	Iteration 38Q: 3 clusters Score -1531064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1531071.125000 Penalty: 4641.046875
	Iteration 39Q: 3 clusters Score -1531071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1531069.250000 Penalty: 4641.046875
	Iteration 40F: 3 clusters Score -1531069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1531074.125000 Penalty: 4641.046875
	Iteration 41Q: 3 clusters Score -1531074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1531075.125000 Penalty: 4641.046875
	Iteration 42Q: 3 clusters Score -1531075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1531081.625000 Penalty: 4641.046875
	Iteration 43Q: 3 clusters Score -1531082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1531089.625000 Penalty: 4641.046875
	Iteration 44Q: 3 clusters Score -1531090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1531096.125000 Penalty: 4641.046875
	Iteration 45Q: 3 clusters Score -1531096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1531098.125000 Penalty: 4641.046875
	Iteration 46Q: 3 clusters Score -1531098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1531094.625000 Penalty: 4641.046875
	Iteration 47Q: 3 clusters Score -1531095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1531097.375000 Penalty: 4641.046875
	Iteration 48Q: 3 clusters Score -1531097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1531102.250000 Penalty: 4641.046875
	Iteration 49Q: 3 clusters Score -1531102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1531106.000000 Penalty: 4641.046875
	Iteration 50Q: 3 clusters Score -1531106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1531108.875000 Penalty: 4641.046875
	Iteration 51Q: 3 clusters Score -1531109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1531113.250000 Penalty: 4641.046875
	Iteration 52Q: 3 clusters Score -1531113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1531112.125000 Penalty: 4641.046875
	Iteration 53Q: 3 clusters Score -1531112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1531117.500000 Penalty: 4641.046875
	Iteration 54Q: 3 clusters Score -1531118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1531116.750000 Penalty: 4641.046875
	Iteration 55Q: 3 clusters Score -1531117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1531121.625000 Penalty: 4641.046875
	Iteration 56Q: 3 clusters Score -1531122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1531126.250000 Penalty: 4641.046875
	Iteration 57Q: 3 clusters Score -1531126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1531126.500000 Penalty: 4641.046875
	Iteration 58Q: 3 clusters Score -1531126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1531126.000000 Penalty: 4641.046875
	Iteration 59Q: 3 clusters Score -1531126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1531128.625000 Penalty: 4641.046875
	Iteration 60F: 3 clusters Score -1531129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1531130.750000 Penalty: 4641.046875
	Iteration 61Q: 3 clusters Score -1531131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1531129.375000 Penalty: 4641.046875
	Iteration 62Q: 3 clusters Score -1531129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1531130.125000 Penalty: 4641.046875
	Iteration 63Q: 3 clusters Score -1531130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1531129.125000 Penalty: 4641.046875
	Iteration 64Q: 3 clusters Score -1531129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1531131.375000 Penalty: 4641.046875
	Iteration 65Q: 3 clusters Score -1531131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1531131.750000 Penalty: 4641.046875
	Iteration 66Q: 3 clusters Score -1531132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1531133.250000 Penalty: 4641.046875
	Iteration 67Q: 3 clusters Score -1531133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1531132.625000 Penalty: 4641.046875
	Iteration 68Q: 3 clusters Score -1531133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1531134.250000 Penalty: 4641.046875
	Iteration 69Q: 3 clusters Score -1531134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1531136.875000 Penalty: 4641.046875
	Iteration 70Q: 3 clusters Score -1531137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1531136.125000 Penalty: 4641.046875
	Iteration 71Q: 3 clusters Score -1531136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1531136.250000 Penalty: 4641.046875
	Iteration 72Q: 3 clusters Score -1531136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1531136.625000 Penalty: 4641.046875
	Iteration 73Q: 3 clusters Score -1531137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1531136.625000 Penalty: 4641.046875
	Iteration 74Q: 3 clusters Score -1531137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1531139.375000 Penalty: 4641.046875
	Iteration 75Q: 3 clusters Score -1531139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1531139.375000 Penalty: 4641.046875
	Iteration 76F: 3 clusters Score -1531139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Entering Unmasked Estep 
Score: -1920004.500000 Penalty: 2380.299072
	Iteration 0F: 2 clusters Score -1920004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1909234.500000 Penalty: 4760.598145
	Iteration 0F: 3 clusters Score -1909234 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1912502.250000 Penalty: 4760.598145
	Iteration 1F: 3 clusters Score -1912502 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1912816.000000 Penalty: 4760.598145
	Iteration 2F: 3 clusters Score -1912816 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1913079.000000 Penalty: 4760.598145
	Iteration 3Q: 3 clusters Score -1913079 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1913318.000000 Penalty: 4760.598145
	Iteration 4Q: 3 clusters Score -1913318 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1913545.625000 Penalty: 4760.598145
	Iteration 5Q: 3 clusters Score -1913546 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1913774.250000 Penalty: 4760.598145
	Iteration 6Q: 3 clusters Score -1913774 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1914037.125000 Penalty: 4760.598145
	Iteration 7Q: 3 clusters Score -1914037 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1914359.125000 Penalty: 4760.598145
	Iteration 8Q: 3 clusters Score -1914359 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1914760.625000 Penalty: 4760.598145
	Iteration 9Q: 3 clusters Score -1914761 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1915263.375000 Penalty: 4760.598145
	Iteration 10F: 3 clusters Score -1915263 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1915811.500000 Penalty: 4760.598145
	Iteration 11F: 3 clusters Score -1915812 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1916363.500000 Penalty: 4760.598145
	Iteration 12Q: 3 clusters Score -1916364 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1916895.500000 Penalty: 4760.598145
	Iteration 13Q: 3 clusters Score -1916896 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1917355.000000 Penalty: 4760.598145
	Iteration 14Q: 3 clusters Score -1917355 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1917717.750000 Penalty: 4760.598145
	Iteration 15Q: 3 clusters Score -1917718 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1917950.375000 Penalty: 4760.598145
	Iteration 16Q: 3 clusters Score -1917950 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1918073.750000 Penalty: 4760.598145
	Iteration 17Q: 3 clusters Score -1918074 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1918138.250000 Penalty: 4760.598145
	Iteration 18Q: 3 clusters Score -1918138 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1918173.750000 Penalty: 4760.598145
	Iteration 19Q: 3 clusters Score -1918174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1918205.875000 Penalty: 4760.598145
	Iteration 20F: 3 clusters Score -1918206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1918226.625000 Penalty: 4760.598145
	Iteration 21Q: 3 clusters Score -1918227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1918244.750000 Penalty: 4760.598145
	Iteration 22Q: 3 clusters Score -1918245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1918255.625000 Penalty: 4760.598145
	Iteration 23Q: 3 clusters Score -1918256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1918264.625000 Penalty: 4760.598145
	Iteration 24Q: 3 clusters Score -1918265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1918271.875000 Penalty: 4760.598145
	Iteration 25Q: 3 clusters Score -1918272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1918271.125000 Penalty: 4760.598145
	Iteration 26Q: 3 clusters Score -1918271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1918271.750000 Penalty: 4760.598145
	Iteration 27Q: 3 clusters Score -1918272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1918276.875000 Penalty: 4760.598145
	Iteration 28Q: 3 clusters Score -1918277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1918279.375000 Penalty: 4760.598145
	Iteration 29Q: 3 clusters Score -1918279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1918279.000000 Penalty: 4760.598145
	Iteration 30Q: 3 clusters Score -1918279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1918287.125000 Penalty: 4760.598145
	Iteration 31Q: 3 clusters Score -1918287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1918296.625000 Penalty: 4760.598145
	Iteration 32Q: 3 clusters Score -1918297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1918300.250000 Penalty: 4760.598145
	Iteration 33Q: 3 clusters Score -1918300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1918302.375000 Penalty: 4760.598145
	Iteration 34Q: 3 clusters Score -1918302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1918302.375000 Penalty: 4760.598145
	Iteration 35F: 3 clusters Score -1918302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -147057.265625 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -147057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144934.406250 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -144934.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -145683.078125 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -145683.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -146158.906250 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -146158.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -146626.875000 Penalty: 3584.560303
	Iteration 3F: 3 clusters Score -146626.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -147037.343750 Penalty: 3584.560303
	Iteration 4F: 3 clusters Score -147037.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -147334.828125 Penalty: 3584.560303
	Iteration 5F: 3 clusters Score -147334.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -147606.328125 Penalty: 3584.560303
	Iteration 6F: 3 clusters Score -147606.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -147767.531250 Penalty: 3584.560303
	Iteration 7Q: 3 clusters Score -147767.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -147960.234375 Penalty: 3584.560303
	Iteration 8Q: 3 clusters Score -147960.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -148098.125000 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -148098.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -148221.546875 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -148221.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -148287.218750 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -148287.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -148364.968750 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -148365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -148407.359375 Penalty: 3584.560303
	Iteration 13Q: 3 clusters Score -148407.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -148427.843750 Penalty: 3584.560303
	Iteration 14Q: 3 clusters Score -148427.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -148441.031250 Penalty: 3584.560303
	Iteration 15Q: 3 clusters Score -148441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -148442.296875 Penalty: 3584.560303
	Iteration 16Q: 3 clusters Score -148442.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -148448.062500 Penalty: 3584.560303
	Iteration 17F: 3 clusters Score -148448.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -148451.546875 Penalty: 3584.560303
	Iteration 18Q: 3 clusters Score -148451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -148454.171875 Penalty: 3584.560303
	Iteration 19Q: 3 clusters Score -148454.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -148454.171875 Penalty: 3584.560303
	Iteration 20F: 3 clusters Score -148454.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36888 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14735 members 
Mstep: Class 6 contains 526 members 
Mstep: Class 7 contains 25617 members 
Mstep: Class 8 contains 9468 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 10132 members 
Mstep: Class 12 contains 177087 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42068 members 
Mstep: Class 15 contains 10852 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229748 members 
Mstep: Class 18 contains 61396 members 
Mstep: Class 19 contains 20238 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9513 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14329 members 
Mstep: Class 25 contains 850 members 
Entering Unmasked Estep 
Score: -90836376.000000 Penalty: 83590.781250
Splitting cluster 6 changes total score from -90836592.000000 to -90836376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (25617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Entering Unmasked Estep 
Score: -3071033.500000 Penalty: 2517.450928
	Iteration 0F: 2 clusters Score -3071034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3053324.250000 Penalty: 5034.901855
	Iteration 0F: 3 clusters Score -3053324 nChanged 11448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3059633.000000 Penalty: 5034.901855
	Iteration 1F: 3 clusters Score -3059633 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3060323.500000 Penalty: 5034.901855
	Iteration 2F: 3 clusters Score -3060324 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3061071.250000 Penalty: 5034.901855
	Iteration 3F: 3 clusters Score -3061071 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3061918.750000 Penalty: 5034.901855
	Iteration 4F: 3 clusters Score -3061919 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -3062752.500000 Penalty: 5034.901855
	Iteration 5F: 3 clusters Score -3062752 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3063564.750000 Penalty: 5034.901855
	Iteration 6F: 3 clusters Score -3063565 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3064272.250000 Penalty: 5034.901855
	Iteration 7F: 3 clusters Score -3064272 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3064903.000000 Penalty: 5034.901855
	Iteration 8Q: 3 clusters Score -3064903 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3065473.250000 Penalty: 5034.901855
	Iteration 9Q: 3 clusters Score -3065473 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -3066024.250000 Penalty: 5034.901855
	Iteration 10Q: 3 clusters Score -3066024 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -3066482.000000 Penalty: 5034.901855
	Iteration 11Q: 3 clusters Score -3066482 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -3066816.000000 Penalty: 5034.901855
	Iteration 12Q: 3 clusters Score -3066816 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -3067015.500000 Penalty: 5034.901855
	Iteration 13Q: 3 clusters Score -3067016 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3067171.000000 Penalty: 5034.901855
	Iteration 14Q: 3 clusters Score -3067171 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -3067267.250000 Penalty: 5034.901855
	Iteration 15Q: 3 clusters Score -3067267 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -3067351.250000 Penalty: 5034.901855
	Iteration 16Q: 3 clusters Score -3067351 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -3067457.250000 Penalty: 5034.901855
	Iteration 17Q: 3 clusters Score -3067457 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -3067545.000000 Penalty: 5034.901855
	Iteration 18Q: 3 clusters Score -3067545 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3067609.000000 Penalty: 5034.901855
	Iteration 19Q: 3 clusters Score -3067609 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -3067680.500000 Penalty: 5034.901855
	Iteration 20F: 3 clusters Score -3067680 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -3067753.250000 Penalty: 5034.901855
	Iteration 21Q: 3 clusters Score -3067753 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -3067841.250000 Penalty: 5034.901855
	Iteration 22Q: 3 clusters Score -3067841 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3067940.750000 Penalty: 5034.901855
	Iteration 23Q: 3 clusters Score -3067941 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -3068041.500000 Penalty: 5034.901855
	Iteration 24Q: 3 clusters Score -3068042 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -3068179.000000 Penalty: 5034.901855
	Iteration 25Q: 3 clusters Score -3068179 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3068304.000000 Penalty: 5034.901855
	Iteration 26Q: 3 clusters Score -3068304 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -3068451.250000 Penalty: 5034.901855
	Iteration 27Q: 3 clusters Score -3068451 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3068592.250000 Penalty: 5034.901855
	Iteration 28Q: 3 clusters Score -3068592 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3068734.250000 Penalty: 5034.901855
	Iteration 29Q: 3 clusters Score -3068734 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -3068853.250000 Penalty: 5034.901855
	Iteration 30Q: 3 clusters Score -3068853 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -3068953.750000 Penalty: 5034.901855
	Iteration 31Q: 3 clusters Score -3068954 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -3069073.000000 Penalty: 5034.901855
	Iteration 32Q: 3 clusters Score -3069073 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -3069164.750000 Penalty: 5034.901855
	Iteration 33Q: 3 clusters Score -3069165 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -3069236.000000 Penalty: 5034.901855
	Iteration 34Q: 3 clusters Score -3069236 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -3069300.500000 Penalty: 5034.901855
	Iteration 35Q: 3 clusters Score -3069300 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -3069347.250000 Penalty: 5034.901855
	Iteration 36Q: 3 clusters Score -3069347 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -3069388.750000 Penalty: 5034.901855
	Iteration 37Q: 3 clusters Score -3069389 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -3069398.250000 Penalty: 5034.901855
	Iteration 38Q: 3 clusters Score -3069398 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -3069429.750000 Penalty: 5034.901855
	Iteration 39Q: 3 clusters Score -3069430 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -3069458.750000 Penalty: 5034.901855
	Iteration 40F: 3 clusters Score -3069459 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3069498.250000 Penalty: 5034.901855
	Iteration 41Q: 3 clusters Score -3069498 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3069529.750000 Penalty: 5034.901855
	Iteration 42Q: 3 clusters Score -3069530 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3069565.000000 Penalty: 5034.901855
	Iteration 43Q: 3 clusters Score -3069565 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3069601.250000 Penalty: 5034.901855
	Iteration 44Q: 3 clusters Score -3069601 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3069634.250000 Penalty: 5034.901855
	Iteration 45Q: 3 clusters Score -3069634 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3069654.000000 Penalty: 5034.901855
	Iteration 46Q: 3 clusters Score -3069654 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3069676.250000 Penalty: 5034.901855
	Iteration 47Q: 3 clusters Score -3069676 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -3069689.500000 Penalty: 5034.901855
	Iteration 48Q: 3 clusters Score -3069690 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -3069716.000000 Penalty: 5034.901855
	Iteration 49Q: 3 clusters Score -3069716 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3069725.750000 Penalty: 5034.901855
	Iteration 50Q: 3 clusters Score -3069726 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3069733.000000 Penalty: 5034.901855
	Iteration 51Q: 3 clusters Score -3069733 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3069749.250000 Penalty: 5034.901855
	Iteration 52Q: 3 clusters Score -3069749 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3069758.250000 Penalty: 5034.901855
	Iteration 53Q: 3 clusters Score -3069758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3069776.000000 Penalty: 5034.901855
	Iteration 54Q: 3 clusters Score -3069776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3069786.750000 Penalty: 5034.901855
	Iteration 55Q: 3 clusters Score -3069787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3069792.250000 Penalty: 5034.901855
	Iteration 56Q: 3 clusters Score -3069792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -3069793.750000 Penalty: 5034.901855
	Iteration 57Q: 3 clusters Score -3069794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3069807.500000 Penalty: 5034.901855
	Iteration 58Q: 3 clusters Score -3069808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3069811.250000 Penalty: 5034.901855
	Iteration 59Q: 3 clusters Score -3069811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3069811.250000 Penalty: 5034.901855
	Iteration 60F: 3 clusters Score -3069811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3069811.000000 Penalty: 5034.901855
	Iteration 61Q: 3 clusters Score -3069811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3069817.000000 Penalty: 5034.901855
	Iteration 62Q: 3 clusters Score -3069817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -3069817.500000 Penalty: 5034.901855
	Iteration 63Q: 3 clusters Score -3069818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3069813.000000 Penalty: 5034.901855
	Iteration 64Q: 3 clusters Score -3069813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3069813.250000 Penalty: 5034.901855
	Iteration 65Q: 3 clusters Score -3069813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3069817.500000 Penalty: 5034.901855
	Iteration 66Q: 3 clusters Score -3069818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3069822.250000 Penalty: 5034.901855
	Iteration 67Q: 3 clusters Score -3069822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3069823.250000 Penalty: 5034.901855
	Iteration 68Q: 3 clusters Score -3069823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -3069825.750000 Penalty: 5034.901855
	Iteration 69Q: 3 clusters Score -3069826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3069827.500000 Penalty: 5034.901855
	Iteration 70Q: 3 clusters Score -3069828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3069825.250000 Penalty: 5034.901855
	Iteration 71Q: 3 clusters Score -3069825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3069833.750000 Penalty: 5034.901855
	Iteration 72Q: 3 clusters Score -3069834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3069834.000000 Penalty: 5034.901855
	Iteration 73Q: 3 clusters Score -3069834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3069829.000000 Penalty: 5034.901855
	Iteration 74Q: 3 clusters Score -3069829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3069834.500000 Penalty: 5034.901855
	Iteration 75Q: 3 clusters Score -3069834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -3069840.250000 Penalty: 5034.901855
	Iteration 76Q: 3 clusters Score -3069840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3069841.500000 Penalty: 5034.901855
	Iteration 77Q: 3 clusters Score -3069842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3069843.000000 Penalty: 5034.901855
	Iteration 78Q: 3 clusters Score -3069843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3069843.000000 Penalty: 5034.901855
	Iteration 79F: 3 clusters Score -3069843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Entering Unmasked Estep 
Score: -1255013.750000 Penalty: 2270.606934
	Iteration 0F: 2 clusters Score -1255014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1247669.625000 Penalty: 4541.213867
	Iteration 0F: 3 clusters Score -1247670 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1249761.750000 Penalty: 4541.213867
	Iteration 1F: 3 clusters Score -1249762 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1250035.000000 Penalty: 4541.213867
	Iteration 2F: 3 clusters Score -1250035 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1250214.125000 Penalty: 4541.213867
	Iteration 3Q: 3 clusters Score -1250214 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1250345.625000 Penalty: 4541.213867
	Iteration 4Q: 3 clusters Score -1250346 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1250440.625000 Penalty: 4541.213867
	Iteration 5Q: 3 clusters Score -1250441 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1250522.500000 Penalty: 4541.213867
	Iteration 6Q: 3 clusters Score -1250522 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1250585.750000 Penalty: 4541.213867
	Iteration 7Q: 3 clusters Score -1250586 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1250661.875000 Penalty: 4541.213867
	Iteration 8Q: 3 clusters Score -1250662 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1250742.625000 Penalty: 4541.213867
	Iteration 9Q: 3 clusters Score -1250743 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1250804.250000 Penalty: 4541.213867
	Iteration 10Q: 3 clusters Score -1250804 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1250885.250000 Penalty: 4541.213867
	Iteration 11Q: 3 clusters Score -1250885 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1250970.125000 Penalty: 4541.213867
	Iteration 12Q: 3 clusters Score -1250970 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1251081.875000 Penalty: 4541.213867
	Iteration 13Q: 3 clusters Score -1251082 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1251185.375000 Penalty: 4541.213867
	Iteration 14Q: 3 clusters Score -1251185 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1251325.875000 Penalty: 4541.213867
	Iteration 15Q: 3 clusters Score -1251326 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1251514.500000 Penalty: 4541.213867
	Iteration 16Q: 3 clusters Score -1251514 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1251745.375000 Penalty: 4541.213867
	Iteration 17Q: 3 clusters Score -1251745 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1251974.125000 Penalty: 4541.213867
	Iteration 18Q: 3 clusters Score -1251974 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1252173.875000 Penalty: 4541.213867
	Iteration 19Q: 3 clusters Score -1252174 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1252346.000000 Penalty: 4541.213867
	Iteration 20F: 3 clusters Score -1252346 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1252507.250000 Penalty: 4541.213867
	Iteration 21Q: 3 clusters Score -1252507 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1252654.500000 Penalty: 4541.213867
	Iteration 22Q: 3 clusters Score -1252654 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1252748.500000 Penalty: 4541.213867
	Iteration 23Q: 3 clusters Score -1252748 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1252820.125000 Penalty: 4541.213867
	Iteration 24Q: 3 clusters Score -1252820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1252873.750000 Penalty: 4541.213867
	Iteration 25Q: 3 clusters Score -1252874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1252906.125000 Penalty: 4541.213867
	Iteration 26Q: 3 clusters Score -1252906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1252933.625000 Penalty: 4541.213867
	Iteration 27Q: 3 clusters Score -1252934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1252965.250000 Penalty: 4541.213867
	Iteration 28Q: 3 clusters Score -1252965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1252986.375000 Penalty: 4541.213867
	Iteration 29Q: 3 clusters Score -1252986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1253009.500000 Penalty: 4541.213867
	Iteration 30Q: 3 clusters Score -1253010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1253026.625000 Penalty: 4541.213867
	Iteration 31Q: 3 clusters Score -1253027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1253041.125000 Penalty: 4541.213867
	Iteration 32Q: 3 clusters Score -1253041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1253051.375000 Penalty: 4541.213867
	Iteration 33Q: 3 clusters Score -1253051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1253056.625000 Penalty: 4541.213867
	Iteration 34Q: 3 clusters Score -1253057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1253061.625000 Penalty: 4541.213867
	Iteration 35Q: 3 clusters Score -1253062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1253066.375000 Penalty: 4541.213867
	Iteration 36Q: 3 clusters Score -1253066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1253069.375000 Penalty: 4541.213867
	Iteration 37Q: 3 clusters Score -1253069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1253069.750000 Penalty: 4541.213867
	Iteration 38Q: 3 clusters Score -1253070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1253072.375000 Penalty: 4541.213867
	Iteration 39Q: 3 clusters Score -1253072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1253075.250000 Penalty: 4541.213867
	Iteration 40F: 3 clusters Score -1253075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1253077.750000 Penalty: 4541.213867
	Iteration 41Q: 3 clusters Score -1253078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1253077.625000 Penalty: 4541.213867
	Iteration 42Q: 3 clusters Score -1253078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1253077.625000 Penalty: 4541.213867
	Iteration 43F: 3 clusters Score -1253078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Entering Unmasked Estep 
Score: -721384.500000 Penalty: 2135.584961
	Iteration 0F: 2 clusters Score -721384.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -716572.750000 Penalty: 4271.169922
	Iteration 0F: 3 clusters Score -716572.8 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -717665.875000 Penalty: 4271.169922
	Iteration 1F: 3 clusters Score -717665.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -717860.687500 Penalty: 4271.169922
	Iteration 2F: 3 clusters Score -717860.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -717983.625000 Penalty: 4271.169922
	Iteration 3Q: 3 clusters Score -717983.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -718067.437500 Penalty: 4271.169922
	Iteration 4Q: 3 clusters Score -718067.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -718139.062500 Penalty: 4271.169922
	Iteration 5Q: 3 clusters Score -718139.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -718186.500000 Penalty: 4271.169922
	Iteration 6Q: 3 clusters Score -718186.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -718233.312500 Penalty: 4271.169922
	Iteration 7Q: 3 clusters Score -718233.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -718274.437500 Penalty: 4271.169922
	Iteration 8Q: 3 clusters Score -718274.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -718311.750000 Penalty: 4271.169922
	Iteration 9Q: 3 clusters Score -718311.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -718349.125000 Penalty: 4271.169922
	Iteration 10Q: 3 clusters Score -718349.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -718383.125000 Penalty: 4271.169922
	Iteration 11Q: 3 clusters Score -718383.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -718413.000000 Penalty: 4271.169922
	Iteration 12Q: 3 clusters Score -718413 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -718444.875000 Penalty: 4271.169922
	Iteration 13Q: 3 clusters Score -718444.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -718475.500000 Penalty: 4271.169922
	Iteration 14Q: 3 clusters Score -718475.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -718510.312500 Penalty: 4271.169922
	Iteration 15Q: 3 clusters Score -718510.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -718552.125000 Penalty: 4271.169922
	Iteration 16Q: 3 clusters Score -718552.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -718593.062500 Penalty: 4271.169922
	Iteration 17Q: 3 clusters Score -718593.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -718624.000000 Penalty: 4271.169922
	Iteration 18Q: 3 clusters Score -718624 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -718658.687500 Penalty: 4271.169922
	Iteration 19Q: 3 clusters Score -718658.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -718705.000000 Penalty: 4271.169922
	Iteration 20F: 3 clusters Score -718705 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -718754.187500 Penalty: 4271.169922
	Iteration 21Q: 3 clusters Score -718754.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -718807.000000 Penalty: 4271.169922
	Iteration 22Q: 3 clusters Score -718807 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -718868.937500 Penalty: 4271.169922
	Iteration 23Q: 3 clusters Score -718868.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -718928.812500 Penalty: 4271.169922
	Iteration 24Q: 3 clusters Score -718928.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -719003.437500 Penalty: 4271.169922
	Iteration 25Q: 3 clusters Score -719003.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -719068.500000 Penalty: 4271.169922
	Iteration 26Q: 3 clusters Score -719068.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -719125.937500 Penalty: 4271.169922
	Iteration 27Q: 3 clusters Score -719125.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -719170.062500 Penalty: 4271.169922
	Iteration 28Q: 3 clusters Score -719170.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -719201.375000 Penalty: 4271.169922
	Iteration 29Q: 3 clusters Score -719201.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -719235.000000 Penalty: 4271.169922
	Iteration 30Q: 3 clusters Score -719235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -719268.812500 Penalty: 4271.169922
	Iteration 31Q: 3 clusters Score -719268.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -719301.562500 Penalty: 4271.169922
	Iteration 32Q: 3 clusters Score -719301.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -719334.750000 Penalty: 4271.169922
	Iteration 33Q: 3 clusters Score -719334.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -719364.312500 Penalty: 4271.169922
	Iteration 34Q: 3 clusters Score -719364.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -719385.437500 Penalty: 4271.169922
	Iteration 35Q: 3 clusters Score -719385.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -719396.312500 Penalty: 4271.169922
	Iteration 36Q: 3 clusters Score -719396.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -719402.375000 Penalty: 4271.169922
	Iteration 37Q: 3 clusters Score -719402.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -719405.812500 Penalty: 4271.169922
	Iteration 38Q: 3 clusters Score -719405.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -719411.312500 Penalty: 4271.169922
	Iteration 39Q: 3 clusters Score -719411.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -719417.562500 Penalty: 4271.169922
	Iteration 40F: 3 clusters Score -719417.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -719427.000000 Penalty: 4271.169922
	Iteration 41Q: 3 clusters Score -719427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -719428.687500 Penalty: 4271.169922
	Iteration 42Q: 3 clusters Score -719428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -719429.875000 Penalty: 4271.169922
	Iteration 43Q: 3 clusters Score -719429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -719432.250000 Penalty: 4271.169922
	Iteration 44Q: 3 clusters Score -719432.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -719435.187500 Penalty: 4271.169922
	Iteration 45Q: 3 clusters Score -719435.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -719440.375000 Penalty: 4271.169922
	Iteration 46Q: 3 clusters Score -719440.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -719442.625000 Penalty: 4271.169922
	Iteration 47Q: 3 clusters Score -719442.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -719448.562500 Penalty: 4271.169922
	Iteration 48Q: 3 clusters Score -719448.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -719454.250000 Penalty: 4271.169922
	Iteration 49Q: 3 clusters Score -719454.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -719459.687500 Penalty: 4271.169922
	Iteration 50Q: 3 clusters Score -719459.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -719464.750000 Penalty: 4271.169922
	Iteration 51Q: 3 clusters Score -719464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -719466.625000 Penalty: 4271.169922
	Iteration 52Q: 3 clusters Score -719466.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -719472.937500 Penalty: 4271.169922
	Iteration 53Q: 3 clusters Score -719472.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -719474.625000 Penalty: 4271.169922
	Iteration 54Q: 3 clusters Score -719474.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -719474.625000 Penalty: 4271.169922
	Iteration 55F: 3 clusters Score -719474.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Entering Unmasked Estep 
Score: -1756613.500000 Penalty: 2366.402100
	Iteration 0F: 2 clusters Score -1756614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1746428.250000 Penalty: 4732.804199
	Iteration 0F: 3 clusters Score -1746428 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1749543.625000 Penalty: 4732.804199
	Iteration 1F: 3 clusters Score -1749544 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1749891.875000 Penalty: 4732.804199
	Iteration 2F: 3 clusters Score -1749892 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1750187.875000 Penalty: 4732.804199
	Iteration 3F: 3 clusters Score -1750188 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1750498.500000 Penalty: 4732.804199
	Iteration 4Q: 3 clusters Score -1750498 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1750781.750000 Penalty: 4732.804199
	Iteration 5Q: 3 clusters Score -1750782 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1751049.000000 Penalty: 4732.804199
	Iteration 6Q: 3 clusters Score -1751049 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1751314.750000 Penalty: 4732.804199
	Iteration 7Q: 3 clusters Score -1751315 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1751561.000000 Penalty: 4732.804199
	Iteration 8Q: 3 clusters Score -1751561 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1751800.625000 Penalty: 4732.804199
	Iteration 9Q: 3 clusters Score -1751801 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1752015.750000 Penalty: 4732.804199
	Iteration 10Q: 3 clusters Score -1752016 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1752185.625000 Penalty: 4732.804199
	Iteration 11Q: 3 clusters Score -1752186 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1752359.375000 Penalty: 4732.804199
	Iteration 12Q: 3 clusters Score -1752359 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1752547.125000 Penalty: 4732.804199
	Iteration 13Q: 3 clusters Score -1752547 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1752725.375000 Penalty: 4732.804199
	Iteration 14Q: 3 clusters Score -1752725 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1752912.375000 Penalty: 4732.804199
	Iteration 15Q: 3 clusters Score -1752912 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1753088.000000 Penalty: 4732.804199
	Iteration 16Q: 3 clusters Score -1753088 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1753242.250000 Penalty: 4732.804199
	Iteration 17Q: 3 clusters Score -1753242 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1753413.500000 Penalty: 4732.804199
	Iteration 18Q: 3 clusters Score -1753414 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1753578.125000 Penalty: 4732.804199
	Iteration 19Q: 3 clusters Score -1753578 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1753740.500000 Penalty: 4732.804199
	Iteration 20F: 3 clusters Score -1753740 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1753871.125000 Penalty: 4732.804199
	Iteration 21Q: 3 clusters Score -1753871 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1753985.875000 Penalty: 4732.804199
	Iteration 22Q: 3 clusters Score -1753986 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1754099.750000 Penalty: 4732.804199
	Iteration 23Q: 3 clusters Score -1754100 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1754200.250000 Penalty: 4732.804199
	Iteration 24Q: 3 clusters Score -1754200 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1754289.125000 Penalty: 4732.804199
	Iteration 25Q: 3 clusters Score -1754289 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1754375.250000 Penalty: 4732.804199
	Iteration 26Q: 3 clusters Score -1754375 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1754441.125000 Penalty: 4732.804199
	Iteration 27Q: 3 clusters Score -1754441 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1754478.125000 Penalty: 4732.804199
	Iteration 28Q: 3 clusters Score -1754478 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1754516.750000 Penalty: 4732.804199
	Iteration 29Q: 3 clusters Score -1754517 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1754548.125000 Penalty: 4732.804199
	Iteration 30Q: 3 clusters Score -1754548 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1754574.250000 Penalty: 4732.804199
	Iteration 31Q: 3 clusters Score -1754574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1754598.250000 Penalty: 4732.804199
	Iteration 32Q: 3 clusters Score -1754598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1754618.125000 Penalty: 4732.804199
	Iteration 33Q: 3 clusters Score -1754618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1754630.250000 Penalty: 4732.804199
	Iteration 34Q: 3 clusters Score -1754630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1754640.250000 Penalty: 4732.804199
	Iteration 35Q: 3 clusters Score -1754640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1754647.500000 Penalty: 4732.804199
	Iteration 36Q: 3 clusters Score -1754648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1754653.250000 Penalty: 4732.804199
	Iteration 37Q: 3 clusters Score -1754653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1754665.500000 Penalty: 4732.804199
	Iteration 38Q: 3 clusters Score -1754666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1754670.500000 Penalty: 4732.804199
	Iteration 39Q: 3 clusters Score -1754670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1754678.750000 Penalty: 4732.804199
	Iteration 40F: 3 clusters Score -1754679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1754682.250000 Penalty: 4732.804199
	Iteration 41Q: 3 clusters Score -1754682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1754689.125000 Penalty: 4732.804199
	Iteration 42Q: 3 clusters Score -1754689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1754702.000000 Penalty: 4732.804199
	Iteration 43Q: 3 clusters Score -1754702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1754707.750000 Penalty: 4732.804199
	Iteration 44Q: 3 clusters Score -1754708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1754711.250000 Penalty: 4732.804199
	Iteration 45Q: 3 clusters Score -1754711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1754718.375000 Penalty: 4732.804199
	Iteration 46Q: 3 clusters Score -1754718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1754719.250000 Penalty: 4732.804199
	Iteration 47Q: 3 clusters Score -1754719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1754716.625000 Penalty: 4732.804199
	Iteration 48Q: 3 clusters Score -1754717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1754719.375000 Penalty: 4732.804199
	Iteration 49Q: 3 clusters Score -1754719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1754723.000000 Penalty: 4732.804199
	Iteration 50Q: 3 clusters Score -1754723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1754725.000000 Penalty: 4732.804199
	Iteration 51Q: 3 clusters Score -1754725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1754726.750000 Penalty: 4732.804199
	Iteration 52Q: 3 clusters Score -1754727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1754731.500000 Penalty: 4732.804199
	Iteration 53Q: 3 clusters Score -1754732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1754733.875000 Penalty: 4732.804199
	Iteration 54Q: 3 clusters Score -1754734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1754735.500000 Penalty: 4732.804199
	Iteration 55Q: 3 clusters Score -1754736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1754736.625000 Penalty: 4732.804199
	Iteration 56Q: 3 clusters Score -1754737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1754736.375000 Penalty: 4732.804199
	Iteration 57Q: 3 clusters Score -1754736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1754736.875000 Penalty: 4732.804199
	Iteration 58Q: 3 clusters Score -1754737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1754736.375000 Penalty: 4732.804199
	Iteration 59Q: 3 clusters Score -1754736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1754739.375000 Penalty: 4732.804199
	Iteration 60F: 3 clusters Score -1754739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1754742.625000 Penalty: 4732.804199
	Iteration 61Q: 3 clusters Score -1754743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1754745.500000 Penalty: 4732.804199
	Iteration 62Q: 3 clusters Score -1754746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1754747.375000 Penalty: 4732.804199
	Iteration 63Q: 3 clusters Score -1754747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1754747.000000 Penalty: 4732.804199
	Iteration 64Q: 3 clusters Score -1754747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1754749.500000 Penalty: 4732.804199
	Iteration 65Q: 3 clusters Score -1754750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1754750.125000 Penalty: 4732.804199
	Iteration 66Q: 3 clusters Score -1754750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1754752.375000 Penalty: 4732.804199
	Iteration 67Q: 3 clusters Score -1754752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1754756.875000 Penalty: 4732.804199
	Iteration 68Q: 3 clusters Score -1754757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1754756.750000 Penalty: 4732.804199
	Iteration 69Q: 3 clusters Score -1754757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1754758.500000 Penalty: 4732.804199
	Iteration 70Q: 3 clusters Score -1754758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1754756.625000 Penalty: 4732.804199
	Iteration 71Q: 3 clusters Score -1754757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1754758.875000 Penalty: 4732.804199
	Iteration 72Q: 3 clusters Score -1754759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1754757.625000 Penalty: 4732.804199
	Iteration 73Q: 3 clusters Score -1754758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1754760.250000 Penalty: 4732.804199
	Iteration 74Q: 3 clusters Score -1754760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1754760.250000 Penalty: 4732.804199
	Iteration 75F: 3 clusters Score -1754760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Entering Unmasked Estep 
Score: -1274531.625000 Penalty: 2287.416748
	Iteration 0F: 2 clusters Score -1274532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1266859.125000 Penalty: 4574.833496
	Iteration 0F: 3 clusters Score -1266859 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1269050.500000 Penalty: 4574.833496
	Iteration 1F: 3 clusters Score -1269050 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1269464.125000 Penalty: 4574.833496
	Iteration 2F: 3 clusters Score -1269464 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1269773.000000 Penalty: 4574.833496
	Iteration 3F: 3 clusters Score -1269773 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1270071.875000 Penalty: 4574.833496
	Iteration 4F: 3 clusters Score -1270072 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1270410.000000 Penalty: 4574.833496
	Iteration 5F: 3 clusters Score -1270410 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1270782.375000 Penalty: 4574.833496
	Iteration 6F: 3 clusters Score -1270782 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1271170.500000 Penalty: 4574.833496
	Iteration 7F: 3 clusters Score -1271170 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1271518.750000 Penalty: 4574.833496
	Iteration 8F: 3 clusters Score -1271519 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1271790.125000 Penalty: 4574.833496
	Iteration 9Q: 3 clusters Score -1271790 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1272022.000000 Penalty: 4574.833496
	Iteration 10Q: 3 clusters Score -1272022 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1272214.000000 Penalty: 4574.833496
	Iteration 11Q: 3 clusters Score -1272214 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1272387.750000 Penalty: 4574.833496
	Iteration 12Q: 3 clusters Score -1272388 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1272562.750000 Penalty: 4574.833496
	Iteration 13Q: 3 clusters Score -1272563 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1272724.000000 Penalty: 4574.833496
	Iteration 14Q: 3 clusters Score -1272724 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1272854.625000 Penalty: 4574.833496
	Iteration 15Q: 3 clusters Score -1272855 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1272950.000000 Penalty: 4574.833496
	Iteration 16Q: 3 clusters Score -1272950 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1273006.000000 Penalty: 4574.833496
	Iteration 17Q: 3 clusters Score -1273006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1273037.750000 Penalty: 4574.833496
	Iteration 18Q: 3 clusters Score -1273038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1273059.000000 Penalty: 4574.833496
	Iteration 19Q: 3 clusters Score -1273059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1273079.250000 Penalty: 4574.833496
	Iteration 20F: 3 clusters Score -1273079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1273085.625000 Penalty: 4574.833496
	Iteration 21Q: 3 clusters Score -1273086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1273092.625000 Penalty: 4574.833496
	Iteration 22Q: 3 clusters Score -1273093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1273097.625000 Penalty: 4574.833496
	Iteration 23Q: 3 clusters Score -1273098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1273102.125000 Penalty: 4574.833496
	Iteration 24Q: 3 clusters Score -1273102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1273106.625000 Penalty: 4574.833496
	Iteration 25Q: 3 clusters Score -1273107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1273109.500000 Penalty: 4574.833496
	Iteration 26Q: 3 clusters Score -1273110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1273112.125000 Penalty: 4574.833496
	Iteration 27Q: 3 clusters Score -1273112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1273112.125000 Penalty: 4574.833496
	Iteration 28F: 3 clusters Score -1273112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (177087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177087 members 
Entering Unmasked Estep 
Score: -23035332.000000 Penalty: 2996.930176
	Iteration 0F: 2 clusters Score -2.303533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88534 members 
Mstep: Class 2 contains 88553 members 
Entering Unmasked Estep 
Score: -22919338.000000 Penalty: 5993.860352
	Iteration 0F: 3 clusters Score -2.291934e+07 nChanged 85285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87639 members 
Mstep: Class 2 contains 89448 members 
Entering Unmasked Estep 
Score: -22969398.000000 Penalty: 5993.860352
	Iteration 1F: 3 clusters Score -2.29694e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86871 members 
Mstep: Class 2 contains 90216 members 
Entering Unmasked Estep 
Score: -22971460.000000 Penalty: 5993.860352
	Iteration 2Q: 3 clusters Score -2.297146e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85706 members 
Mstep: Class 2 contains 91381 members 
Entering Unmasked Estep 
Score: -22974724.000000 Penalty: 5993.860352
	Iteration 3Q: 3 clusters Score -2.297472e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84134 members 
Mstep: Class 2 contains 92953 members 
Entering Unmasked Estep 
Score: -22979284.000000 Penalty: 5993.860352
	Iteration 4F: 3 clusters Score -2.297928e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82283 members 
Mstep: Class 2 contains 94804 members 
Entering Unmasked Estep 
Score: -22984400.000000 Penalty: 5993.860352
	Iteration 5F: 3 clusters Score -2.29844e+07 nChanged 10301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80354 members 
Mstep: Class 2 contains 96733 members 
Entering Unmasked Estep 
Score: -22990356.000000 Penalty: 5993.860352
	Iteration 6F: 3 clusters Score -2.299036e+07 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78485 members 
Mstep: Class 2 contains 98602 members 
Entering Unmasked Estep 
Score: -22997046.000000 Penalty: 5993.860352
	Iteration 7F: 3 clusters Score -2.299705e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76998 members 
Mstep: Class 2 contains 100089 members 
Entering Unmasked Estep 
Score: -23003650.000000 Penalty: 5993.860352
	Iteration 8F: 3 clusters Score -2.300365e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75650 members 
Mstep: Class 2 contains 101437 members 
Entering Unmasked Estep 
Score: -23007732.000000 Penalty: 5993.860352
	Iteration 9Q: 3 clusters Score -2.300773e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 102788 members 
Entering Unmasked Estep 
Score: -23009576.000000 Penalty: 5993.860352
	Iteration 10Q: 3 clusters Score -2.300958e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72969 members 
Mstep: Class 2 contains 104118 members 
Entering Unmasked Estep 
Score: -23010242.000000 Penalty: 5993.860352
	Iteration 11Q: 3 clusters Score -2.301024e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 105500 members 
Entering Unmasked Estep 
Score: -23010706.000000 Penalty: 5993.860352
	Iteration 12Q: 3 clusters Score -2.301071e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 106910 members 
Entering Unmasked Estep 
Score: -23011086.000000 Penalty: 5993.860352
	Iteration 13Q: 3 clusters Score -2.301109e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 108380 members 
Entering Unmasked Estep 
Score: -23011550.000000 Penalty: 5993.860352
	Iteration 14Q: 3 clusters Score -2.301155e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Mstep: Class 2 contains 110001 members 
Entering Unmasked Estep 
Score: -23011866.000000 Penalty: 5993.860352
	Iteration 15Q: 3 clusters Score -2.301187e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 111672 members 
Entering Unmasked Estep 
Score: -23012250.000000 Penalty: 5993.860352
	Iteration 16Q: 3 clusters Score -2.301225e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 113386 members 
Entering Unmasked Estep 
Score: -23012472.000000 Penalty: 5993.860352
	Iteration 17Q: 3 clusters Score -2.301247e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61925 members 
Mstep: Class 2 contains 115162 members 
Entering Unmasked Estep 
Score: -23012794.000000 Penalty: 5993.860352
	Iteration 18Q: 3 clusters Score -2.301279e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 117080 members 
Entering Unmasked Estep 
Score: -23013118.000000 Penalty: 5993.860352
	Iteration 19Q: 3 clusters Score -2.301312e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 119131 members 
Entering Unmasked Estep 
Score: -23013686.000000 Penalty: 5993.860352
	Iteration 20F: 3 clusters Score -2.301369e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55810 members 
Mstep: Class 2 contains 121277 members 
Entering Unmasked Estep 
Score: -23014228.000000 Penalty: 5993.860352
	Iteration 21Q: 3 clusters Score -2.301423e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53514 members 
Mstep: Class 2 contains 123573 members 
Entering Unmasked Estep 
Score: -23014774.000000 Penalty: 5993.860352
	Iteration 22Q: 3 clusters Score -2.301477e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 126029 members 
Entering Unmasked Estep 
Score: -23015430.000000 Penalty: 5993.860352
	Iteration 23Q: 3 clusters Score -2.301543e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 128669 members 
Entering Unmasked Estep 
Score: -23016062.000000 Penalty: 5993.860352
	Iteration 24Q: 3 clusters Score -2.301606e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 131493 members 
Entering Unmasked Estep 
Score: -23016830.000000 Penalty: 5993.860352
	Iteration 25Q: 3 clusters Score -2.301683e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 134383 members 
Entering Unmasked Estep 
Score: -23017634.000000 Penalty: 5993.860352
	Iteration 26Q: 3 clusters Score -2.301763e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 137280 members 
Entering Unmasked Estep 
Score: -23018546.000000 Penalty: 5993.860352
	Iteration 27Q: 3 clusters Score -2.301855e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 140309 members 
Entering Unmasked Estep 
Score: -23019506.000000 Penalty: 5993.860352
	Iteration 28Q: 3 clusters Score -2.301951e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 143411 members 
Entering Unmasked Estep 
Score: -23020634.000000 Penalty: 5993.860352
	Iteration 29Q: 3 clusters Score -2.302063e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 146608 members 
Entering Unmasked Estep 
Score: -23021778.000000 Penalty: 5993.860352
	Iteration 30Q: 3 clusters Score -2.302178e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 149874 members 
Entering Unmasked Estep 
Score: -23023130.000000 Penalty: 5993.860352
	Iteration 31Q: 3 clusters Score -2.302313e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 153126 members 
Entering Unmasked Estep 
Score: -23024388.000000 Penalty: 5993.860352
	Iteration 32Q: 3 clusters Score -2.302439e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 156257 members 
Entering Unmasked Estep 
Score: -23025670.000000 Penalty: 5993.860352
	Iteration 33Q: 3 clusters Score -2.302567e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 159372 members 
Entering Unmasked Estep 
Score: -23026826.000000 Penalty: 5993.860352
	Iteration 34Q: 3 clusters Score -2.302683e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 162242 members 
Entering Unmasked Estep 
Score: -23027770.000000 Penalty: 5993.860352
	Iteration 35Q: 3 clusters Score -2.302777e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 164723 members 
Entering Unmasked Estep 
Score: -23028664.000000 Penalty: 5993.860352
	Iteration 36Q: 3 clusters Score -2.302866e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 166882 members 
Entering Unmasked Estep 
Score: -23029536.000000 Penalty: 5993.860352
	Iteration 37Q: 3 clusters Score -2.302954e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 168729 members 
Entering Unmasked Estep 
Score: -23030302.000000 Penalty: 5993.860352
	Iteration 38Q: 3 clusters Score -2.30303e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 170167 members 
Entering Unmasked Estep 
Score: -23030938.000000 Penalty: 5993.860352
	Iteration 39Q: 3 clusters Score -2.303094e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 171333 members 
Entering Unmasked Estep 
Score: -23031482.000000 Penalty: 5993.860352
	Iteration 40F: 3 clusters Score -2.303148e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 172257 members 
Entering Unmasked Estep 
Score: -23031918.000000 Penalty: 5993.860352
	Iteration 41Q: 3 clusters Score -2.303192e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 172977 members 
Entering Unmasked Estep 
Score: -23032278.000000 Penalty: 5993.860352
	Iteration 42Q: 3 clusters Score -2.303228e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 173507 members 
Entering Unmasked Estep 
Score: -23032622.000000 Penalty: 5993.860352
	Iteration 43Q: 3 clusters Score -2.303262e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 173924 members 
Entering Unmasked Estep 
Score: -23032780.000000 Penalty: 5993.860352
	Iteration 44Q: 3 clusters Score -2.303278e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 174225 members 
Entering Unmasked Estep 
Score: -23032938.000000 Penalty: 5993.860352
	Iteration 45Q: 3 clusters Score -2.303294e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 174451 members 
Entering Unmasked Estep 
Score: -23033048.000000 Penalty: 5993.860352
	Iteration 46Q: 3 clusters Score -2.303305e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 174605 members 
Entering Unmasked Estep 
Score: -23033124.000000 Penalty: 5993.860352
	Iteration 47Q: 3 clusters Score -2.303312e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 174710 members 
Entering Unmasked Estep 
Score: -23033154.000000 Penalty: 5993.860352
	Iteration 48Q: 3 clusters Score -2.303315e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 174791 members 
Entering Unmasked Estep 
Score: -23033224.000000 Penalty: 5993.860352
	Iteration 49Q: 3 clusters Score -2.303322e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 174840 members 
Entering Unmasked Estep 
Score: -23033232.000000 Penalty: 5993.860352
	Iteration 50Q: 3 clusters Score -2.303323e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 174882 members 
Entering Unmasked Estep 
Score: -23033256.000000 Penalty: 5993.860352
	Iteration 51Q: 3 clusters Score -2.303326e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 174909 members 
Entering Unmasked Estep 
Score: -23033292.000000 Penalty: 5993.860352
	Iteration 52Q: 3 clusters Score -2.303329e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 174926 members 
Entering Unmasked Estep 
Score: -23033298.000000 Penalty: 5993.860352
	Iteration 53Q: 3 clusters Score -2.30333e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 174927 members 
Entering Unmasked Estep 
Score: -23033362.000000 Penalty: 5993.860352
	Iteration 54Q: 3 clusters Score -2.303336e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 174936 members 
Entering Unmasked Estep 
Score: -23033348.000000 Penalty: 5993.860352
	Iteration 55Q: 3 clusters Score -2.303335e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 174940 members 
Entering Unmasked Estep 
Score: -23033386.000000 Penalty: 5993.860352
	Iteration 56Q: 3 clusters Score -2.303339e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 174958 members 
Entering Unmasked Estep 
Score: -23033416.000000 Penalty: 5993.860352
	Iteration 57Q: 3 clusters Score -2.303342e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 174979 members 
Entering Unmasked Estep 
Score: -23033434.000000 Penalty: 5993.860352
	Iteration 58Q: 3 clusters Score -2.303343e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 174987 members 
Entering Unmasked Estep 
Score: -23033478.000000 Penalty: 5993.860352
	Iteration 59Q: 3 clusters Score -2.303348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 174990 members 
Entering Unmasked Estep 
Score: -23033530.000000 Penalty: 5993.860352
	Iteration 60F: 3 clusters Score -2.303353e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 174954 members 
Entering Unmasked Estep 
Score: -23033546.000000 Penalty: 5993.860352
	Iteration 61Q: 3 clusters Score -2.303355e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 174915 members 
Entering Unmasked Estep 
Score: -23033584.000000 Penalty: 5993.860352
	Iteration 62Q: 3 clusters Score -2.303358e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 174900 members 
Entering Unmasked Estep 
Score: -23033630.000000 Penalty: 5993.860352
	Iteration 63Q: 3 clusters Score -2.303363e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 174890 members 
Entering Unmasked Estep 
Score: -23033702.000000 Penalty: 5993.860352
	Iteration 64Q: 3 clusters Score -2.30337e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 174877 members 
Entering Unmasked Estep 
Score: -23033744.000000 Penalty: 5993.860352
	Iteration 65Q: 3 clusters Score -2.303374e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 174866 members 
Entering Unmasked Estep 
Score: -23033790.000000 Penalty: 5993.860352
	Iteration 66Q: 3 clusters Score -2.303379e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 174860 members 
Entering Unmasked Estep 
Score: -23033796.000000 Penalty: 5993.860352
	Iteration 67Q: 3 clusters Score -2.30338e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 174839 members 
Entering Unmasked Estep 
Score: -23033798.000000 Penalty: 5993.860352
	Iteration 68Q: 3 clusters Score -2.30338e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 174812 members 
Entering Unmasked Estep 
Score: -23033808.000000 Penalty: 5993.860352
	Iteration 69Q: 3 clusters Score -2.303381e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 174802 members 
Entering Unmasked Estep 
Score: -23033810.000000 Penalty: 5993.860352
	Iteration 70Q: 3 clusters Score -2.303381e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 174784 members 
Entering Unmasked Estep 
Score: -23033806.000000 Penalty: 5993.860352
	Iteration 71Q: 3 clusters Score -2.303381e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 174772 members 
Entering Unmasked Estep 
Score: -23033828.000000 Penalty: 5993.860352
	Iteration 72Q: 3 clusters Score -2.303383e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 174771 members 
Entering Unmasked Estep 
Score: -23033840.000000 Penalty: 5993.860352
	Iteration 73Q: 3 clusters Score -2.303384e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 174766 members 
Entering Unmasked Estep 
Score: -23033854.000000 Penalty: 5993.860352
	Iteration 74Q: 3 clusters Score -2.303385e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 174760 members 
Entering Unmasked Estep 
Score: -23033836.000000 Penalty: 5993.860352
	Iteration 75Q: 3 clusters Score -2.303384e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 174762 members 
Entering Unmasked Estep 
Score: -23033886.000000 Penalty: 5993.860352
	Iteration 76Q: 3 clusters Score -2.303389e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 174756 members 
Entering Unmasked Estep 
Score: -23033920.000000 Penalty: 5993.860352
	Iteration 77Q: 3 clusters Score -2.303392e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 174753 members 
Entering Unmasked Estep 
Score: -23033910.000000 Penalty: 5993.860352
	Iteration 78Q: 3 clusters Score -2.303391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 174755 members 
Entering Unmasked Estep 
Score: -23033914.000000 Penalty: 5993.860352
	Iteration 79Q: 3 clusters Score -2.303391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 174756 members 
Entering Unmasked Estep 
Score: -23033956.000000 Penalty: 5993.860352
	Iteration 80F: 3 clusters Score -2.303396e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 174725 members 
Entering Unmasked Estep 
Score: -23033982.000000 Penalty: 5993.860352
	Iteration 81Q: 3 clusters Score -2.303398e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 174692 members 
Entering Unmasked Estep 
Score: -23034010.000000 Penalty: 5993.860352
	Iteration 82Q: 3 clusters Score -2.303401e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 174668 members 
Entering Unmasked Estep 
Score: -23034010.000000 Penalty: 5993.860352
	Iteration 83Q: 3 clusters Score -2.303401e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 174658 members 
Entering Unmasked Estep 
Score: -23034022.000000 Penalty: 5993.860352
	Iteration 84Q: 3 clusters Score -2.303402e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 174655 members 
Entering Unmasked Estep 
Score: -23034040.000000 Penalty: 5993.860352
	Iteration 85Q: 3 clusters Score -2.303404e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 174656 members 
Entering Unmasked Estep 
Score: -23034050.000000 Penalty: 5993.860352
	Iteration 86Q: 3 clusters Score -2.303405e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 174648 members 
Entering Unmasked Estep 
Score: -23034056.000000 Penalty: 5993.860352
	Iteration 87Q: 3 clusters Score -2.303406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 174647 members 
Entering Unmasked Estep 
Score: -23034056.000000 Penalty: 5993.860352
	Iteration 88Q: 3 clusters Score -2.303406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 174645 members 
Entering Unmasked Estep 
Score: -23034052.000000 Penalty: 5993.860352
	Iteration 89Q: 3 clusters Score -2.303405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 174645 members 
Entering Unmasked Estep 
Score: -23034040.000000 Penalty: 5993.860352
	Iteration 90Q: 3 clusters Score -2.303404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 174644 members 
Entering Unmasked Estep 
Score: -23034036.000000 Penalty: 5993.860352
	Iteration 91Q: 3 clusters Score -2.303404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 174645 members 
Entering Unmasked Estep 
Score: -23034044.000000 Penalty: 5993.860352
	Iteration 92Q: 3 clusters Score -2.303404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 174645 members 
Entering Unmasked Estep 
Score: -23034048.000000 Penalty: 5993.860352
	Iteration 93Q: 3 clusters Score -2.303405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 174644 members 
Entering Unmasked Estep 
Score: -23034042.000000 Penalty: 5993.860352
	Iteration 94Q: 3 clusters Score -2.303404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 174645 members 
Entering Unmasked Estep 
Score: -23034046.000000 Penalty: 5993.860352
	Iteration 95Q: 3 clusters Score -2.303405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 174645 members 
Entering Unmasked Estep 
Score: -23034046.000000 Penalty: 5993.860352
	Iteration 96F: 3 clusters Score -2.303405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -66184.406250 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -66184.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64695.066406 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -64695.07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -64897.140625 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -64897.14 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65013.855469 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -65013.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -65175.125000 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -65175.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -65340.859375 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -65340.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -65557.898438 Penalty: 3167.056396
	Iteration 5F: 3 clusters Score -65557.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -65911.796875 Penalty: 3167.056396
	Iteration 6F: 3 clusters Score -65911.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -66076.210938 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -66076.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -66167.593750 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -66167.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -66215.601562 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -66215.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -66234.757812 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -66234.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -66240.515625 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -66240.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -66248.898438 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -66248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -66251.125000 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -66251.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -66251.125000 Penalty: 3167.056396
	Iteration 14F: 3 clusters Score -66251.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36888 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14735 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25617 members 
Mstep: Class 8 contains 9468 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 10132 members 
Mstep: Class 12 contains 177087 members 
Mstep: Class 13 contains 427 members 
Mstep: Class 14 contains 42068 members 
Mstep: Class 15 contains 10852 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229748 members 
Mstep: Class 18 contains 61396 members 
Mstep: Class 19 contains 20238 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9513 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14329 members 
Mstep: Class 25 contains 166 members 
Entering Unmasked Estep 
Score: -90834832.000000 Penalty: 83590.781250
Splitting cluster 13 changes total score from -90836592.000000 to -90834832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (42068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Entering Unmasked Estep 
Score: -5478827.500000 Penalty: 2640.466553
	Iteration 0F: 2 clusters Score -5478828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -5450426.500000 Penalty: 5280.933105
	Iteration 0F: 3 clusters Score -5450426 nChanged 19237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -5460901.500000 Penalty: 5280.933105
	Iteration 1F: 3 clusters Score -5460902 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -5461469.500000 Penalty: 5280.933105
	Iteration 2Q: 3 clusters Score -5461470 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -5462091.000000 Penalty: 5280.933105
	Iteration 3Q: 3 clusters Score -5462091 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -5462808.500000 Penalty: 5280.933105
	Iteration 4Q: 3 clusters Score -5462808 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -5463858.500000 Penalty: 5280.933105
	Iteration 5F: 3 clusters Score -5463858 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -5465319.500000 Penalty: 5280.933105
	Iteration 6F: 3 clusters Score -5465320 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -5467271.500000 Penalty: 5280.933105
	Iteration 7F: 3 clusters Score -5467272 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -5469609.500000 Penalty: 5280.933105
	Iteration 8F: 3 clusters Score -5469610 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -5471924.000000 Penalty: 5280.933105
	Iteration 9F: 3 clusters Score -5471924 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -5473958.500000 Penalty: 5280.933105
	Iteration 10F: 3 clusters Score -5473958 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5475291.500000 Penalty: 5280.933105
	Iteration 11Q: 3 clusters Score -5475292 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5476028.500000 Penalty: 5280.933105
	Iteration 12Q: 3 clusters Score -5476028 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5476426.000000 Penalty: 5280.933105
	Iteration 13Q: 3 clusters Score -5476426 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5476638.000000 Penalty: 5280.933105
	Iteration 14Q: 3 clusters Score -5476638 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5476794.000000 Penalty: 5280.933105
	Iteration 15Q: 3 clusters Score -5476794 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5476899.500000 Penalty: 5280.933105
	Iteration 16Q: 3 clusters Score -5476900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5476961.500000 Penalty: 5280.933105
	Iteration 17Q: 3 clusters Score -5476962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5476976.500000 Penalty: 5280.933105
	Iteration 18Q: 3 clusters Score -5476976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5476987.000000 Penalty: 5280.933105
	Iteration 19Q: 3 clusters Score -5476987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5477001.500000 Penalty: 5280.933105
	Iteration 20F: 3 clusters Score -5477002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5477010.000000 Penalty: 5280.933105
	Iteration 21Q: 3 clusters Score -5477010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5477012.000000 Penalty: 5280.933105
	Iteration 22Q: 3 clusters Score -5477012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5477010.000000 Penalty: 5280.933105
	Iteration 23Q: 3 clusters Score -5477010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5477010.500000 Penalty: 5280.933105
	Iteration 24Q: 3 clusters Score -5477010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5477010.500000 Penalty: 5280.933105
	Iteration 25F: 3 clusters Score -5477010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Entering Unmasked Estep 
Score: -1445660.750000 Penalty: 2304.441895
	Iteration 0F: 2 clusters Score -1445661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1437403.375000 Penalty: 4608.883789
	Iteration 0F: 3 clusters Score -1437403 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1439736.375000 Penalty: 4608.883789
	Iteration 1F: 3 clusters Score -1439736 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1439998.625000 Penalty: 4608.883789
	Iteration 2F: 3 clusters Score -1439999 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1440183.250000 Penalty: 4608.883789
	Iteration 3Q: 3 clusters Score -1440183 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1440315.625000 Penalty: 4608.883789
	Iteration 4Q: 3 clusters Score -1440316 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1440419.625000 Penalty: 4608.883789
	Iteration 5Q: 3 clusters Score -1440420 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1440510.875000 Penalty: 4608.883789
	Iteration 6Q: 3 clusters Score -1440511 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1440590.250000 Penalty: 4608.883789
	Iteration 7Q: 3 clusters Score -1440590 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1440670.125000 Penalty: 4608.883789
	Iteration 8Q: 3 clusters Score -1440670 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1440741.375000 Penalty: 4608.883789
	Iteration 9Q: 3 clusters Score -1440741 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1440810.750000 Penalty: 4608.883789
	Iteration 10Q: 3 clusters Score -1440811 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1440880.875000 Penalty: 4608.883789
	Iteration 11Q: 3 clusters Score -1440881 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1440968.500000 Penalty: 4608.883789
	Iteration 12Q: 3 clusters Score -1440968 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1441075.875000 Penalty: 4608.883789
	Iteration 13Q: 3 clusters Score -1441076 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1441211.875000 Penalty: 4608.883789
	Iteration 14Q: 3 clusters Score -1441212 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1441406.625000 Penalty: 4608.883789
	Iteration 15Q: 3 clusters Score -1441407 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1441649.750000 Penalty: 4608.883789
	Iteration 16Q: 3 clusters Score -1441650 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1441959.500000 Penalty: 4608.883789
	Iteration 17Q: 3 clusters Score -1441960 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1442297.625000 Penalty: 4608.883789
	Iteration 18Q: 3 clusters Score -1442298 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1442634.250000 Penalty: 4608.883789
	Iteration 19Q: 3 clusters Score -1442634 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1442907.750000 Penalty: 4608.883789
	Iteration 20F: 3 clusters Score -1442908 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1443140.625000 Penalty: 4608.883789
	Iteration 21Q: 3 clusters Score -1443141 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1443301.125000 Penalty: 4608.883789
	Iteration 22Q: 3 clusters Score -1443301 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1443390.625000 Penalty: 4608.883789
	Iteration 23Q: 3 clusters Score -1443391 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1443450.000000 Penalty: 4608.883789
	Iteration 24Q: 3 clusters Score -1443450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1443496.875000 Penalty: 4608.883789
	Iteration 25Q: 3 clusters Score -1443497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1443525.375000 Penalty: 4608.883789
	Iteration 26Q: 3 clusters Score -1443525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1443554.000000 Penalty: 4608.883789
	Iteration 27Q: 3 clusters Score -1443554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1443583.250000 Penalty: 4608.883789
	Iteration 28Q: 3 clusters Score -1443583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1443599.250000 Penalty: 4608.883789
	Iteration 29Q: 3 clusters Score -1443599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1443613.250000 Penalty: 4608.883789
	Iteration 30Q: 3 clusters Score -1443613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1443618.250000 Penalty: 4608.883789
	Iteration 31Q: 3 clusters Score -1443618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1443627.000000 Penalty: 4608.883789
	Iteration 32Q: 3 clusters Score -1443627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1443635.875000 Penalty: 4608.883789
	Iteration 33Q: 3 clusters Score -1443636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1443645.625000 Penalty: 4608.883789
	Iteration 34Q: 3 clusters Score -1443646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1443653.625000 Penalty: 4608.883789
	Iteration 35Q: 3 clusters Score -1443654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1443664.750000 Penalty: 4608.883789
	Iteration 36Q: 3 clusters Score -1443665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1443669.625000 Penalty: 4608.883789
	Iteration 37Q: 3 clusters Score -1443670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1443673.875000 Penalty: 4608.883789
	Iteration 38Q: 3 clusters Score -1443674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1443676.625000 Penalty: 4608.883789
	Iteration 39Q: 3 clusters Score -1443677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1443678.875000 Penalty: 4608.883789
	Iteration 40F: 3 clusters Score -1443679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -70262.632812 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -70262.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -68587.406250 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -68587.41 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68866.070312 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -68866.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68933.468750 Penalty: 3252.162109
	Iteration 2Q: 3 clusters Score -68933.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68968.039062 Penalty: 3252.162109
	Iteration 3Q: 3 clusters Score -68968.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68993.367188 Penalty: 3252.162109
	Iteration 4Q: 3 clusters Score -68993.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69018.914062 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -69018.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69032.234375 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -69032.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69046.750000 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -69046.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69051.468750 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -69051.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69054.421875 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -69054.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69056.726562 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -69056.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69060.312500 Penalty: 3252.162109
	Iteration 11Q: 3 clusters Score -69060.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69060.312500 Penalty: 3252.162109
	Iteration 12F: 3 clusters Score -69060.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (229748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229748 members 
Entering Unmasked Estep 
Score: -29940182.000000 Penalty: 3061.495117
	Iteration 0F: 2 clusters Score -2.994018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114970 members 
Mstep: Class 2 contains 114778 members 
Entering Unmasked Estep 
Score: -29792208.000000 Penalty: 6122.990234
	Iteration 0F: 3 clusters Score -2.979221e+07 nChanged 110681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117791 members 
Mstep: Class 2 contains 111957 members 
Entering Unmasked Estep 
Score: -29857320.000000 Penalty: 6122.990234
	Iteration 1F: 3 clusters Score -2.985732e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119412 members 
Mstep: Class 2 contains 110336 members 
Entering Unmasked Estep 
Score: -29858138.000000 Penalty: 6122.990234
	Iteration 2Q: 3 clusters Score -2.985814e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121779 members 
Mstep: Class 2 contains 107969 members 
Entering Unmasked Estep 
Score: -29859266.000000 Penalty: 6122.990234
	Iteration 3Q: 3 clusters Score -2.985927e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125471 members 
Mstep: Class 2 contains 104277 members 
Entering Unmasked Estep 
Score: -29860968.000000 Penalty: 6122.990234
	Iteration 4Q: 3 clusters Score -2.986097e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131030 members 
Mstep: Class 2 contains 98718 members 
Entering Unmasked Estep 
Score: -29863576.000000 Penalty: 6122.990234
	Iteration 5Q: 3 clusters Score -2.986358e+07 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139332 members 
Mstep: Class 2 contains 90416 members 
Entering Unmasked Estep 
Score: -29867664.000000 Penalty: 6122.990234
	Iteration 6Q: 3 clusters Score -2.986766e+07 nChanged 12477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151153 members 
Mstep: Class 2 contains 78595 members 
Entering Unmasked Estep 
Score: -29874488.000000 Penalty: 6122.990234
	Iteration 7F: 3 clusters Score -2.987449e+07 nChanged 15848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166779 members 
Mstep: Class 2 contains 62969 members 
Entering Unmasked Estep 
Score: -29886054.000000 Penalty: 6122.990234
	Iteration 8F: 3 clusters Score -2.988605e+07 nChanged 17559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184200 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -29901074.000000 Penalty: 6122.990234
	Iteration 9F: 3 clusters Score -2.990107e+07 nChanged 15439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199459 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -29914490.000000 Penalty: 6122.990234
	Iteration 10F: 3 clusters Score -2.991449e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209602 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -29923000.000000 Penalty: 6122.990234
	Iteration 11Q: 3 clusters Score -2.9923e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215721 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -29928052.000000 Penalty: 6122.990234
	Iteration 12Q: 3 clusters Score -2.992805e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219604 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -29931202.000000 Penalty: 6122.990234
	Iteration 13Q: 3 clusters Score -2.99312e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222157 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -29933056.000000 Penalty: 6122.990234
	Iteration 14Q: 3 clusters Score -2.993306e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223989 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -29934354.000000 Penalty: 6122.990234
	Iteration 15Q: 3 clusters Score -2.993435e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225265 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -29935292.000000 Penalty: 6122.990234
	Iteration 16Q: 3 clusters Score -2.993529e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226165 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -29935946.000000 Penalty: 6122.990234
	Iteration 17Q: 3 clusters Score -2.993595e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226835 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -29936400.000000 Penalty: 6122.990234
	Iteration 18Q: 3 clusters Score -2.99364e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227333 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -29936746.000000 Penalty: 6122.990234
	Iteration 19Q: 3 clusters Score -2.993675e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227725 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -29936962.000000 Penalty: 6122.990234
	Iteration 20F: 3 clusters Score -2.993696e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228016 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -29937192.000000 Penalty: 6122.990234
	Iteration 21Q: 3 clusters Score -2.993719e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228211 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -29937294.000000 Penalty: 6122.990234
	Iteration 22Q: 3 clusters Score -2.993729e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228344 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -29937368.000000 Penalty: 6122.990234
	Iteration 23Q: 3 clusters Score -2.993737e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228444 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -29937426.000000 Penalty: 6122.990234
	Iteration 24Q: 3 clusters Score -2.993743e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228515 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -29937468.000000 Penalty: 6122.990234
	Iteration 25Q: 3 clusters Score -2.993747e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228571 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -29937474.000000 Penalty: 6122.990234
	Iteration 26Q: 3 clusters Score -2.993747e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228615 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -29937516.000000 Penalty: 6122.990234
	Iteration 27Q: 3 clusters Score -2.993752e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228659 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -29937580.000000 Penalty: 6122.990234
	Iteration 28Q: 3 clusters Score -2.993758e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228704 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -29937616.000000 Penalty: 6122.990234
	Iteration 29Q: 3 clusters Score -2.993762e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228737 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -29937646.000000 Penalty: 6122.990234
	Iteration 30Q: 3 clusters Score -2.993765e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228760 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -29937646.000000 Penalty: 6122.990234
	Iteration 31Q: 3 clusters Score -2.993765e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228785 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -29937634.000000 Penalty: 6122.990234
	Iteration 32Q: 3 clusters Score -2.993763e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228795 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -29937622.000000 Penalty: 6122.990234
	Iteration 33Q: 3 clusters Score -2.993762e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228806 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -29937634.000000 Penalty: 6122.990234
	Iteration 34Q: 3 clusters Score -2.993763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228812 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -29937628.000000 Penalty: 6122.990234
	Iteration 35Q: 3 clusters Score -2.993763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228817 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -29937644.000000 Penalty: 6122.990234
	Iteration 36Q: 3 clusters Score -2.993764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228822 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -29937634.000000 Penalty: 6122.990234
	Iteration 37Q: 3 clusters Score -2.993763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228827 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -29937636.000000 Penalty: 6122.990234
	Iteration 38Q: 3 clusters Score -2.993764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228829 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -29937648.000000 Penalty: 6122.990234
	Iteration 39Q: 3 clusters Score -2.993765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228830 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -29937632.000000 Penalty: 6122.990234
	Iteration 40F: 3 clusters Score -2.993763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Entering Unmasked Estep 
Score: -7849694.500000 Penalty: 2734.224854
	Iteration 0F: 2 clusters Score -7849694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -7808433.000000 Penalty: 5468.449707
	Iteration 0F: 3 clusters Score -7808433 nChanged 28612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -7824196.000000 Penalty: 5468.449707
	Iteration 1F: 3 clusters Score -7824196 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -7824795.500000 Penalty: 5468.449707
	Iteration 2Q: 3 clusters Score -7824796 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -7825477.000000 Penalty: 5468.449707
	Iteration 3Q: 3 clusters Score -7825477 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -7826534.000000 Penalty: 5468.449707
	Iteration 4Q: 3 clusters Score -7826534 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -7828409.000000 Penalty: 5468.449707
	Iteration 5F: 3 clusters Score -7828409 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -7831641.500000 Penalty: 5468.449707
	Iteration 6F: 3 clusters Score -7831642 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -7836324.000000 Penalty: 5468.449707
	Iteration 7F: 3 clusters Score -7836324 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55515 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -7841557.000000 Penalty: 5468.449707
	Iteration 8F: 3 clusters Score -7841557 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7845212.500000 Penalty: 5468.449707
	Iteration 9F: 3 clusters Score -7845212 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7846641.000000 Penalty: 5468.449707
	Iteration 10Q: 3 clusters Score -7846641 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7847083.500000 Penalty: 5468.449707
	Iteration 11Q: 3 clusters Score -7847084 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61016 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7847210.000000 Penalty: 5468.449707
	Iteration 12Q: 3 clusters Score -7847210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61066 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7847273.000000 Penalty: 5468.449707
	Iteration 13Q: 3 clusters Score -7847273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7847326.000000 Penalty: 5468.449707
	Iteration 14Q: 3 clusters Score -7847326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7847337.500000 Penalty: 5468.449707
	Iteration 15Q: 3 clusters Score -7847338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61115 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7847350.000000 Penalty: 5468.449707
	Iteration 16Q: 3 clusters Score -7847350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7847354.000000 Penalty: 5468.449707
	Iteration 17Q: 3 clusters Score -7847354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7847362.500000 Penalty: 5468.449707
	Iteration 18Q: 3 clusters Score -7847362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7847362.500000 Penalty: 5468.449707
	Iteration 19F: 3 clusters Score -7847362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Entering Unmasked Estep 
Score: -2535521.250000 Penalty: 2458.998779
	Iteration 0F: 2 clusters Score -2535521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2521306.500000 Penalty: 4917.997559
	Iteration 0F: 3 clusters Score -2521306 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2526079.250000 Penalty: 4917.997559
	Iteration 1F: 3 clusters Score -2526079 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2526573.750000 Penalty: 4917.997559
	Iteration 2F: 3 clusters Score -2526574 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2527010.000000 Penalty: 4917.997559
	Iteration 3F: 3 clusters Score -2527010 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2527414.250000 Penalty: 4917.997559
	Iteration 4Q: 3 clusters Score -2527414 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2527841.750000 Penalty: 4917.997559
	Iteration 5Q: 3 clusters Score -2527842 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2528408.250000 Penalty: 4917.997559
	Iteration 6Q: 3 clusters Score -2528408 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2529136.250000 Penalty: 4917.997559
	Iteration 7F: 3 clusters Score -2529136 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2529993.000000 Penalty: 4917.997559
	Iteration 8F: 3 clusters Score -2529993 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2530894.750000 Penalty: 4917.997559
	Iteration 9F: 3 clusters Score -2530895 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2531714.500000 Penalty: 4917.997559
	Iteration 10F: 3 clusters Score -2531714 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2532357.750000 Penalty: 4917.997559
	Iteration 11Q: 3 clusters Score -2532358 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2532759.250000 Penalty: 4917.997559
	Iteration 12Q: 3 clusters Score -2532759 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2533015.750000 Penalty: 4917.997559
	Iteration 13Q: 3 clusters Score -2533016 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2533191.250000 Penalty: 4917.997559
	Iteration 14Q: 3 clusters Score -2533191 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2533308.750000 Penalty: 4917.997559
	Iteration 15Q: 3 clusters Score -2533309 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2533375.500000 Penalty: 4917.997559
	Iteration 16Q: 3 clusters Score -2533376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2533409.000000 Penalty: 4917.997559
	Iteration 17Q: 3 clusters Score -2533409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2533434.750000 Penalty: 4917.997559
	Iteration 18Q: 3 clusters Score -2533435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2533462.750000 Penalty: 4917.997559
	Iteration 19Q: 3 clusters Score -2533463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2533477.750000 Penalty: 4917.997559
	Iteration 20F: 3 clusters Score -2533478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2533490.750000 Penalty: 4917.997559
	Iteration 21Q: 3 clusters Score -2533491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2533499.000000 Penalty: 4917.997559
	Iteration 22Q: 3 clusters Score -2533499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2533518.750000 Penalty: 4917.997559
	Iteration 23Q: 3 clusters Score -2533519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2533525.000000 Penalty: 4917.997559
	Iteration 24Q: 3 clusters Score -2533525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2533528.250000 Penalty: 4917.997559
	Iteration 25Q: 3 clusters Score -2533528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2533535.000000 Penalty: 4917.997559
	Iteration 26Q: 3 clusters Score -2533535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2533544.250000 Penalty: 4917.997559
	Iteration 27Q: 3 clusters Score -2533544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2533557.000000 Penalty: 4917.997559
	Iteration 28Q: 3 clusters Score -2533557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2533560.750000 Penalty: 4917.997559
	Iteration 29Q: 3 clusters Score -2533561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2533560.750000 Penalty: 4917.997559
	Iteration 30Q: 3 clusters Score -2533561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2533565.500000 Penalty: 4917.997559
	Iteration 31Q: 3 clusters Score -2533566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2533571.750000 Penalty: 4917.997559
	Iteration 32Q: 3 clusters Score -2533572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2533576.500000 Penalty: 4917.997559
	Iteration 33Q: 3 clusters Score -2533576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2533576.750000 Penalty: 4917.997559
	Iteration 34Q: 3 clusters Score -2533577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2533576.750000 Penalty: 4917.997559
	Iteration 35F: 3 clusters Score -2533577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -87734.601562 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -87734.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -86047.960938 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -86047.96 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -86570.398438 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -86570.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -86745.132812 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -86745.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86849.578125 Penalty: 3320.502686
	Iteration 3F: 3 clusters Score -86849.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -86923.804688 Penalty: 3320.502686
	Iteration 4Q: 3 clusters Score -86923.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86973.710938 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -86973.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87027.367188 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -87027.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -87070.710938 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -87070.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -87100.093750 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -87100.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -87124.234375 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -87124.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -87145.914062 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -87145.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -87157.257812 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -87157.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -87176.335938 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -87176.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -87190.507812 Penalty: 3320.502686
	Iteration 13Q: 3 clusters Score -87190.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -87199.093750 Penalty: 3320.502686
	Iteration 14Q: 3 clusters Score -87199.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -87207.085938 Penalty: 3320.502686
	Iteration 15Q: 3 clusters Score -87207.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -87210.765625 Penalty: 3320.502686
	Iteration 16Q: 3 clusters Score -87210.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -87217.867188 Penalty: 3320.502686
	Iteration 17Q: 3 clusters Score -87217.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -87218.992188 Penalty: 3320.502686
	Iteration 18Q: 3 clusters Score -87218.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -87218.992188 Penalty: 3320.502686
	Iteration 19F: 3 clusters Score -87218.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Entering Unmasked Estep 
Score: -1261168.875000 Penalty: 2271.782959
	Iteration 0F: 2 clusters Score -1261169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1253818.500000 Penalty: 4543.565918
	Iteration 0F: 3 clusters Score -1253818 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1255947.500000 Penalty: 4543.565918
	Iteration 1F: 3 clusters Score -1255948 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1256224.500000 Penalty: 4543.565918
	Iteration 2F: 3 clusters Score -1256224 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1256405.250000 Penalty: 4543.565918
	Iteration 3F: 3 clusters Score -1256405 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1256533.750000 Penalty: 4543.565918
	Iteration 4Q: 3 clusters Score -1256534 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1256651.750000 Penalty: 4543.565918
	Iteration 5Q: 3 clusters Score -1256652 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1256774.625000 Penalty: 4543.565918
	Iteration 6Q: 3 clusters Score -1256775 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1256890.500000 Penalty: 4543.565918
	Iteration 7Q: 3 clusters Score -1256890 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1256980.125000 Penalty: 4543.565918
	Iteration 8Q: 3 clusters Score -1256980 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1257086.375000 Penalty: 4543.565918
	Iteration 9Q: 3 clusters Score -1257086 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1257228.250000 Penalty: 4543.565918
	Iteration 10Q: 3 clusters Score -1257228 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1257399.500000 Penalty: 4543.565918
	Iteration 11Q: 3 clusters Score -1257400 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1257629.125000 Penalty: 4543.565918
	Iteration 12Q: 3 clusters Score -1257629 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1257895.875000 Penalty: 4543.565918
	Iteration 13Q: 3 clusters Score -1257896 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1258194.625000 Penalty: 4543.565918
	Iteration 14Q: 3 clusters Score -1258195 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1258461.375000 Penalty: 4543.565918
	Iteration 15Q: 3 clusters Score -1258461 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1258688.750000 Penalty: 4543.565918
	Iteration 16Q: 3 clusters Score -1258689 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1258870.750000 Penalty: 4543.565918
	Iteration 17Q: 3 clusters Score -1258871 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1258995.875000 Penalty: 4543.565918
	Iteration 18Q: 3 clusters Score -1258996 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1259064.125000 Penalty: 4543.565918
	Iteration 19Q: 3 clusters Score -1259064 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1259109.625000 Penalty: 4543.565918
	Iteration 20F: 3 clusters Score -1259110 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1259145.750000 Penalty: 4543.565918
	Iteration 21Q: 3 clusters Score -1259146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1259175.750000 Penalty: 4543.565918
	Iteration 22Q: 3 clusters Score -1259176 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1259193.500000 Penalty: 4543.565918
	Iteration 23Q: 3 clusters Score -1259194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1259209.375000 Penalty: 4543.565918
	Iteration 24Q: 3 clusters Score -1259209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1259223.500000 Penalty: 4543.565918
	Iteration 25Q: 3 clusters Score -1259224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1259232.625000 Penalty: 4543.565918
	Iteration 26Q: 3 clusters Score -1259233 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1259246.375000 Penalty: 4543.565918
	Iteration 27Q: 3 clusters Score -1259246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1259260.125000 Penalty: 4543.565918
	Iteration 28Q: 3 clusters Score -1259260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1259268.625000 Penalty: 4543.565918
	Iteration 29Q: 3 clusters Score -1259269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1259278.875000 Penalty: 4543.565918
	Iteration 30Q: 3 clusters Score -1259279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1259286.125000 Penalty: 4543.565918
	Iteration 31Q: 3 clusters Score -1259286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1259294.875000 Penalty: 4543.565918
	Iteration 32Q: 3 clusters Score -1259295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1259295.500000 Penalty: 4543.565918
	Iteration 33Q: 3 clusters Score -1259296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1259304.250000 Penalty: 4543.565918
	Iteration 34Q: 3 clusters Score -1259304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1259311.875000 Penalty: 4543.565918
	Iteration 35Q: 3 clusters Score -1259312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1259311.500000 Penalty: 4543.565918
	Iteration 36Q: 3 clusters Score -1259312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1259317.000000 Penalty: 4543.565918
	Iteration 37Q: 3 clusters Score -1259317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1259312.500000 Penalty: 4543.565918
	Iteration 38Q: 3 clusters Score -1259312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1259316.125000 Penalty: 4543.565918
	Iteration 39Q: 3 clusters Score -1259316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1259323.250000 Penalty: 4543.565918
	Iteration 40F: 3 clusters Score -1259323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1259331.625000 Penalty: 4543.565918
	Iteration 41Q: 3 clusters Score -1259332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1259339.875000 Penalty: 4543.565918
	Iteration 42Q: 3 clusters Score -1259340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1259341.875000 Penalty: 4543.565918
	Iteration 43Q: 3 clusters Score -1259342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1259344.000000 Penalty: 4543.565918
	Iteration 44Q: 3 clusters Score -1259344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1259348.375000 Penalty: 4543.565918
	Iteration 45Q: 3 clusters Score -1259348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1259349.750000 Penalty: 4543.565918
	Iteration 46Q: 3 clusters Score -1259350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1259354.375000 Penalty: 4543.565918
	Iteration 47Q: 3 clusters Score -1259354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1259352.125000 Penalty: 4543.565918
	Iteration 48Q: 3 clusters Score -1259352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1259352.125000 Penalty: 4543.565918
	Iteration 49Q: 3 clusters Score -1259352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1259352.250000 Penalty: 4543.565918
	Iteration 50Q: 3 clusters Score -1259352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1259353.000000 Penalty: 4543.565918
	Iteration 51Q: 3 clusters Score -1259353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1259353.500000 Penalty: 4543.565918
	Iteration 52Q: 3 clusters Score -1259354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1259359.750000 Penalty: 4543.565918
	Iteration 53Q: 3 clusters Score -1259360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1259365.250000 Penalty: 4543.565918
	Iteration 54Q: 3 clusters Score -1259365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1259367.000000 Penalty: 4543.565918
	Iteration 55Q: 3 clusters Score -1259367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1259370.875000 Penalty: 4543.565918
	Iteration 56Q: 3 clusters Score -1259371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1259370.375000 Penalty: 4543.565918
	Iteration 57Q: 3 clusters Score -1259370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1259374.500000 Penalty: 4543.565918
	Iteration 58Q: 3 clusters Score -1259374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1259373.875000 Penalty: 4543.565918
	Iteration 59Q: 3 clusters Score -1259374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1259378.750000 Penalty: 4543.565918
	Iteration 60F: 3 clusters Score -1259379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1259382.625000 Penalty: 4543.565918
	Iteration 61Q: 3 clusters Score -1259383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1259384.750000 Penalty: 4543.565918
	Iteration 62Q: 3 clusters Score -1259385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1259387.000000 Penalty: 4543.565918
	Iteration 63Q: 3 clusters Score -1259387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1259389.375000 Penalty: 4543.565918
	Iteration 64Q: 3 clusters Score -1259389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1259390.000000 Penalty: 4543.565918
	Iteration 65Q: 3 clusters Score -1259390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1259390.500000 Penalty: 4543.565918
	Iteration 66Q: 3 clusters Score -1259390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1259391.375000 Penalty: 4543.565918
	Iteration 67Q: 3 clusters Score -1259391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1259390.375000 Penalty: 4543.565918
	Iteration 68Q: 3 clusters Score -1259390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1259393.000000 Penalty: 4543.565918
	Iteration 69Q: 3 clusters Score -1259393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1259396.250000 Penalty: 4543.565918
	Iteration 70Q: 3 clusters Score -1259396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1259394.625000 Penalty: 4543.565918
	Iteration 71Q: 3 clusters Score -1259395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1259397.125000 Penalty: 4543.565918
	Iteration 72Q: 3 clusters Score -1259397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1259396.375000 Penalty: 4543.565918
	Iteration 73Q: 3 clusters Score -1259396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1259397.875000 Penalty: 4543.565918
	Iteration 74Q: 3 clusters Score -1259398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1259397.875000 Penalty: 4543.565918
	Iteration 75Q: 3 clusters Score -1259398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1259397.625000 Penalty: 4543.565918
	Iteration 76Q: 3 clusters Score -1259398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1259397.625000 Penalty: 4543.565918
	Iteration 77F: 3 clusters Score -1259398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Entering Unmasked Estep 
Score: -970195.000000 Penalty: 2245.372314
	Iteration 0F: 2 clusters Score -970195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -963424.750000 Penalty: 4490.744629
	Iteration 0F: 3 clusters Score -963424.8 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -965293.125000 Penalty: 4490.744629
	Iteration 1F: 3 clusters Score -965293.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -965603.062500 Penalty: 4490.744629
	Iteration 2F: 3 clusters Score -965603.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -965882.312500 Penalty: 4490.744629
	Iteration 3F: 3 clusters Score -965882.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -966207.437500 Penalty: 4490.744629
	Iteration 4F: 3 clusters Score -966207.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -966546.062500 Penalty: 4490.744629
	Iteration 5F: 3 clusters Score -966546.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -966894.187500 Penalty: 4490.744629
	Iteration 6F: 3 clusters Score -966894.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -967264.250000 Penalty: 4490.744629
	Iteration 7F: 3 clusters Score -967264.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -967646.812500 Penalty: 4490.744629
	Iteration 8F: 3 clusters Score -967646.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -968063.625000 Penalty: 4490.744629
	Iteration 9F: 3 clusters Score -968063.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -968438.000000 Penalty: 4490.744629
	Iteration 10F: 3 clusters Score -968438 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -968746.187500 Penalty: 4490.744629
	Iteration 11Q: 3 clusters Score -968746.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -969028.187500 Penalty: 4490.744629
	Iteration 12Q: 3 clusters Score -969028.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -969272.875000 Penalty: 4490.744629
	Iteration 13Q: 3 clusters Score -969272.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -969448.625000 Penalty: 4490.744629
	Iteration 14Q: 3 clusters Score -969448.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -969584.375000 Penalty: 4490.744629
	Iteration 15Q: 3 clusters Score -969584.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -969690.000000 Penalty: 4490.744629
	Iteration 16Q: 3 clusters Score -969690 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -969788.187500 Penalty: 4490.744629
	Iteration 17Q: 3 clusters Score -969788.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -969855.562500 Penalty: 4490.744629
	Iteration 18Q: 3 clusters Score -969855.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -969908.000000 Penalty: 4490.744629
	Iteration 19Q: 3 clusters Score -969908 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -969934.500000 Penalty: 4490.744629
	Iteration 20F: 3 clusters Score -969934.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -969944.250000 Penalty: 4490.744629
	Iteration 21Q: 3 clusters Score -969944.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -969955.562500 Penalty: 4490.744629
	Iteration 22Q: 3 clusters Score -969955.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -969960.687500 Penalty: 4490.744629
	Iteration 23Q: 3 clusters Score -969960.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -969965.000000 Penalty: 4490.744629
	Iteration 24Q: 3 clusters Score -969965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -969966.250000 Penalty: 4490.744629
	Iteration 25Q: 3 clusters Score -969966.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -969964.062500 Penalty: 4490.744629
	Iteration 26Q: 3 clusters Score -969964.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -969966.875000 Penalty: 4490.744629
	Iteration 27Q: 3 clusters Score -969966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -969967.812500 Penalty: 4490.744629
	Iteration 28Q: 3 clusters Score -969967.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -969967.812500 Penalty: 4490.744629
	Iteration 29F: 3 clusters Score -969967.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -735448.937500 Penalty: 2152.131836
	Iteration 0F: 2 clusters Score -735448.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -730391.937500 Penalty: 4304.263672
	Iteration 0F: 3 clusters Score -730391.9 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -731661.562500 Penalty: 4304.263672
	Iteration 1F: 3 clusters Score -731661.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -731939.562500 Penalty: 4304.263672
	Iteration 2F: 3 clusters Score -731939.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -732187.187500 Penalty: 4304.263672
	Iteration 3F: 3 clusters Score -732187.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -732417.500000 Penalty: 4304.263672
	Iteration 4Q: 3 clusters Score -732417.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -732659.000000 Penalty: 4304.263672
	Iteration 5Q: 3 clusters Score -732659 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -732909.625000 Penalty: 4304.263672
	Iteration 6F: 3 clusters Score -732909.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -733146.687500 Penalty: 4304.263672
	Iteration 7F: 3 clusters Score -733146.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -733345.437500 Penalty: 4304.263672
	Iteration 8Q: 3 clusters Score -733345.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -733484.750000 Penalty: 4304.263672
	Iteration 9Q: 3 clusters Score -733484.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -733600.437500 Penalty: 4304.263672
	Iteration 10Q: 3 clusters Score -733600.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -733712.500000 Penalty: 4304.263672
	Iteration 11Q: 3 clusters Score -733712.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -733784.937500 Penalty: 4304.263672
	Iteration 12Q: 3 clusters Score -733784.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -733841.125000 Penalty: 4304.263672
	Iteration 13Q: 3 clusters Score -733841.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -733885.312500 Penalty: 4304.263672
	Iteration 14Q: 3 clusters Score -733885.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -733927.250000 Penalty: 4304.263672
	Iteration 15Q: 3 clusters Score -733927.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -733960.187500 Penalty: 4304.263672
	Iteration 16Q: 3 clusters Score -733960.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -733991.750000 Penalty: 4304.263672
	Iteration 17Q: 3 clusters Score -733991.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -734010.937500 Penalty: 4304.263672
	Iteration 18Q: 3 clusters Score -734010.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -734023.000000 Penalty: 4304.263672
	Iteration 19Q: 3 clusters Score -734023 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -734037.625000 Penalty: 4304.263672
	Iteration 20F: 3 clusters Score -734037.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -734047.875000 Penalty: 4304.263672
	Iteration 21Q: 3 clusters Score -734047.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -734062.312500 Penalty: 4304.263672
	Iteration 22Q: 3 clusters Score -734062.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -734076.312500 Penalty: 4304.263672
	Iteration 23Q: 3 clusters Score -734076.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -734089.562500 Penalty: 4304.263672
	Iteration 24Q: 3 clusters Score -734089.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -734097.437500 Penalty: 4304.263672
	Iteration 25Q: 3 clusters Score -734097.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -734107.000000 Penalty: 4304.263672
	Iteration 26Q: 3 clusters Score -734107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -734114.687500 Penalty: 4304.263672
	Iteration 27Q: 3 clusters Score -734114.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -734129.562500 Penalty: 4304.263672
	Iteration 28Q: 3 clusters Score -734129.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -734136.187500 Penalty: 4304.263672
	Iteration 29Q: 3 clusters Score -734136.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -734143.687500 Penalty: 4304.263672
	Iteration 30Q: 3 clusters Score -734143.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -734148.812500 Penalty: 4304.263672
	Iteration 31Q: 3 clusters Score -734148.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -734154.375000 Penalty: 4304.263672
	Iteration 32Q: 3 clusters Score -734154.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -734154.125000 Penalty: 4304.263672
	Iteration 33Q: 3 clusters Score -734154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -734154.125000 Penalty: 4304.263672
	Iteration 34F: 3 clusters Score -734154.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Entering Unmasked Estep 
Score: -1872044.500000 Penalty: 2373.370117
	Iteration 0F: 2 clusters Score -1872044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1861568.875000 Penalty: 4746.740234
	Iteration 0F: 3 clusters Score -1861569 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1864761.750000 Penalty: 4746.740234
	Iteration 1F: 3 clusters Score -1864762 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1865091.000000 Penalty: 4746.740234
	Iteration 2F: 3 clusters Score -1865091 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1865325.875000 Penalty: 4746.740234
	Iteration 3Q: 3 clusters Score -1865326 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1865514.125000 Penalty: 4746.740234
	Iteration 4Q: 3 clusters Score -1865514 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1865691.000000 Penalty: 4746.740234
	Iteration 5Q: 3 clusters Score -1865691 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1865849.375000 Penalty: 4746.740234
	Iteration 6Q: 3 clusters Score -1865849 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1866019.875000 Penalty: 4746.740234
	Iteration 7Q: 3 clusters Score -1866020 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1866230.375000 Penalty: 4746.740234
	Iteration 8Q: 3 clusters Score -1866230 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1866474.000000 Penalty: 4746.740234
	Iteration 9Q: 3 clusters Score -1866474 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1866758.750000 Penalty: 4746.740234
	Iteration 10Q: 3 clusters Score -1866759 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1867099.000000 Penalty: 4746.740234
	Iteration 11Q: 3 clusters Score -1867099 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1867464.875000 Penalty: 4746.740234
	Iteration 12Q: 3 clusters Score -1867465 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1867882.625000 Penalty: 4746.740234
	Iteration 13Q: 3 clusters Score -1867883 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1868312.125000 Penalty: 4746.740234
	Iteration 14Q: 3 clusters Score -1868312 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1868734.125000 Penalty: 4746.740234
	Iteration 15Q: 3 clusters Score -1868734 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1869090.000000 Penalty: 4746.740234
	Iteration 16Q: 3 clusters Score -1869090 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1869372.375000 Penalty: 4746.740234
	Iteration 17Q: 3 clusters Score -1869372 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1869546.125000 Penalty: 4746.740234
	Iteration 18Q: 3 clusters Score -1869546 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1869681.500000 Penalty: 4746.740234
	Iteration 19Q: 3 clusters Score -1869682 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1869766.125000 Penalty: 4746.740234
	Iteration 20F: 3 clusters Score -1869766 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1869835.375000 Penalty: 4746.740234
	Iteration 21Q: 3 clusters Score -1869835 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1869876.375000 Penalty: 4746.740234
	Iteration 22Q: 3 clusters Score -1869876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1869895.875000 Penalty: 4746.740234
	Iteration 23Q: 3 clusters Score -1869896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1869916.125000 Penalty: 4746.740234
	Iteration 24Q: 3 clusters Score -1869916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1869919.250000 Penalty: 4746.740234
	Iteration 25Q: 3 clusters Score -1869919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1869925.250000 Penalty: 4746.740234
	Iteration 26Q: 3 clusters Score -1869925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1869927.000000 Penalty: 4746.740234
	Iteration 27Q: 3 clusters Score -1869927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1869931.875000 Penalty: 4746.740234
	Iteration 28Q: 3 clusters Score -1869932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1869933.250000 Penalty: 4746.740234
	Iteration 29Q: 3 clusters Score -1869933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1869937.000000 Penalty: 4746.740234
	Iteration 30Q: 3 clusters Score -1869937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1869942.375000 Penalty: 4746.740234
	Iteration 31Q: 3 clusters Score -1869942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1869950.125000 Penalty: 4746.740234
	Iteration 32Q: 3 clusters Score -1869950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1869954.875000 Penalty: 4746.740234
	Iteration 33Q: 3 clusters Score -1869955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1869959.750000 Penalty: 4746.740234
	Iteration 34Q: 3 clusters Score -1869960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1869965.875000 Penalty: 4746.740234
	Iteration 35Q: 3 clusters Score -1869966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1869966.000000 Penalty: 4746.740234
	Iteration 36Q: 3 clusters Score -1869966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1869968.875000 Penalty: 4746.740234
	Iteration 37Q: 3 clusters Score -1869969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1869974.000000 Penalty: 4746.740234
	Iteration 38Q: 3 clusters Score -1869974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1869974.500000 Penalty: 4746.740234
	Iteration 39Q: 3 clusters Score -1869974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1869974.875000 Penalty: 4746.740234
	Iteration 40F: 3 clusters Score -1869975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1869976.625000 Penalty: 4746.740234
	Iteration 41Q: 3 clusters Score -1869977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1869977.875000 Penalty: 4746.740234
	Iteration 42Q: 3 clusters Score -1869978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1869978.750000 Penalty: 4746.740234
	Iteration 43Q: 3 clusters Score -1869979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1869978.750000 Penalty: 4746.740234
	Iteration 44F: 3 clusters Score -1869979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36888 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14735 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25617 members 
Mstep: Class 8 contains 9468 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 10132 members 
Mstep: Class 12 contains 177087 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42068 members 
Mstep: Class 15 contains 10852 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229748 members 
Mstep: Class 18 contains 61396 members 
Mstep: Class 19 contains 20238 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9513 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836552.000000 Penalty: 80247.148438
Iteration 239Q: 25 clusters Score -9.083655e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36886 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14732 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25617 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 10132 members 
Mstep: Class 12 contains 177076 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42068 members 
Mstep: Class 15 contains 10852 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229760 members 
Mstep: Class 18 contains 61395 members 
Mstep: Class 19 contains 20240 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9511 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836616.000000 Penalty: 80247.148438
Iteration 240F: 25 clusters Score -9.083662e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36884 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14732 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25618 members 
Mstep: Class 8 contains 9471 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13932 members 
Mstep: Class 11 contains 10131 members 
Mstep: Class 12 contains 177057 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42069 members 
Mstep: Class 15 contains 10852 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 229782 members 
Mstep: Class 18 contains 61395 members 
Mstep: Class 19 contains 20240 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9509 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836552.000000 Penalty: 80247.148438
Iteration 241Q: 25 clusters Score -9.083655e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36884 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14734 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25616 members 
Mstep: Class 8 contains 9471 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13931 members 
Mstep: Class 11 contains 10131 members 
Mstep: Class 12 contains 177046 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42069 members 
Mstep: Class 15 contains 10852 members 
Mstep: Class 16 contains 705 members 
Mstep: Class 17 contains 229798 members 
Mstep: Class 18 contains 61394 members 
Mstep: Class 19 contains 20238 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9508 members 
Mstep: Class 22 contains 8552 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836568.000000 Penalty: 80247.148438
Iteration 242Q: 25 clusters Score -9.083657e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36883 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14734 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25615 members 
Mstep: Class 8 contains 9471 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13930 members 
Mstep: Class 11 contains 10131 members 
Mstep: Class 12 contains 177036 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42069 members 
Mstep: Class 15 contains 10852 members 
Mstep: Class 16 contains 706 members 
Mstep: Class 17 contains 229810 members 
Mstep: Class 18 contains 61394 members 
Mstep: Class 19 contains 20238 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9508 members 
Mstep: Class 22 contains 8554 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836560.000000 Penalty: 80247.148438
Iteration 243Q: 25 clusters Score -9.083656e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36881 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14734 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25612 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13930 members 
Mstep: Class 11 contains 10131 members 
Mstep: Class 12 contains 177024 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42068 members 
Mstep: Class 15 contains 10852 members 
Mstep: Class 16 contains 710 members 
Mstep: Class 17 contains 229824 members 
Mstep: Class 18 contains 61394 members 
Mstep: Class 19 contains 20238 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9508 members 
Mstep: Class 22 contains 8554 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836656.000000 Penalty: 80247.148438
Iteration 244Q: 25 clusters Score -9.083666e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36880 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14734 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25610 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10131 members 
Mstep: Class 12 contains 177019 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42069 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229829 members 
Mstep: Class 18 contains 61394 members 
Mstep: Class 19 contains 20238 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9508 members 
Mstep: Class 22 contains 8555 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836568.000000 Penalty: 80247.148438
Iteration 245Q: 25 clusters Score -9.083657e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36879 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14734 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25608 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 177019 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42070 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229829 members 
Mstep: Class 18 contains 61394 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9508 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836544.000000 Penalty: 80247.148438
Iteration 246Q: 25 clusters Score -9.083654e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36877 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14734 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25609 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 177016 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42068 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229833 members 
Mstep: Class 18 contains 61394 members 
Mstep: Class 19 contains 20240 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9508 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836528.000000 Penalty: 80247.148438
Iteration 247Q: 25 clusters Score -9.083653e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36876 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14734 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25609 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177016 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42068 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229834 members 
Mstep: Class 18 contains 61393 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9507 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836560.000000 Penalty: 80247.148438
Iteration 248Q: 25 clusters Score -9.083656e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36874 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14734 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25610 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177016 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42068 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229837 members 
Mstep: Class 18 contains 61392 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9504 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836600.000000 Penalty: 80247.148438
Iteration 249Q: 25 clusters Score -9.08366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36874 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14734 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25610 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177020 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42068 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229839 members 
Mstep: Class 18 contains 61390 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9499 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836592.000000 Penalty: 80247.148438
Iteration 250Q: 25 clusters Score -9.083659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36874 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14734 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25610 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177020 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42068 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229841 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836584.000000 Penalty: 80247.148438
Iteration 251Q: 25 clusters Score -9.083658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36874 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14733 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25610 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177020 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42068 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229842 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836568.000000 Penalty: 80247.148438
Iteration 252Q: 25 clusters Score -9.083657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36874 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14734 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25610 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177019 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42067 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229843 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836584.000000 Penalty: 80247.148438
Iteration 253Q: 25 clusters Score -9.083658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36874 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14734 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25610 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177021 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42067 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229841 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836576.000000 Penalty: 80247.148438
Iteration 254Q: 25 clusters Score -9.083658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36874 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14735 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25610 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177023 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42067 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229838 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836544.000000 Penalty: 80247.148438
Iteration 255Q: 25 clusters Score -9.083654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36874 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14736 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25610 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177024 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42067 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229838 members 
Mstep: Class 18 contains 61388 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836552.000000 Penalty: 80247.148438
Iteration 256Q: 25 clusters Score -9.083655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36874 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25612 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177026 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42066 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229837 members 
Mstep: Class 18 contains 61388 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836552.000000 Penalty: 80247.148438
Iteration 257Q: 25 clusters Score -9.083655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36874 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14739 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25613 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177026 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42066 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229836 members 
Mstep: Class 18 contains 61388 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836568.000000 Penalty: 80247.148438
Iteration 258Q: 25 clusters Score -9.083657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36874 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14740 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25614 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177023 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42068 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229837 members 
Mstep: Class 18 contains 61388 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836592.000000 Penalty: 80247.148438
Iteration 259Q: 25 clusters Score -9.083659e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36872 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14740 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25616 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177026 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42069 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229836 members 
Mstep: Class 18 contains 61388 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836592.000000 Penalty: 80247.148438
Iteration 260F: 25 clusters Score -9.083659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14740 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25619 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177026 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229832 members 
Mstep: Class 18 contains 61388 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836592.000000 Penalty: 80247.148438
Iteration 261Q: 25 clusters Score -9.083659e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36870 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14740 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25619 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177026 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42072 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229829 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836584.000000 Penalty: 80247.148438
Iteration 262Q: 25 clusters Score -9.083658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36870 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14740 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25619 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177025 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42072 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229828 members 
Mstep: Class 18 contains 61390 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836592.000000 Penalty: 80247.148438
Iteration 263Q: 25 clusters Score -9.083659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36870 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14740 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25619 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177023 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42072 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229829 members 
Mstep: Class 18 contains 61390 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836616.000000 Penalty: 80247.148438
Iteration 264Q: 25 clusters Score -9.083662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36870 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14740 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25619 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177023 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229830 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836544.000000 Penalty: 80247.148438
Iteration 265Q: 25 clusters Score -9.083654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36870 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14740 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177018 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229832 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836568.000000 Penalty: 80247.148438
Iteration 266Q: 25 clusters Score -9.083657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36870 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14740 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177013 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 10853 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229836 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836624.000000 Penalty: 80247.148438
Iteration 267Q: 25 clusters Score -9.083662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36870 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14740 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177007 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 10854 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229840 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836624.000000 Penalty: 80247.148438
Iteration 268Q: 25 clusters Score -9.083662e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36871 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14740 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 177002 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 10855 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229843 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836648.000000 Penalty: 80247.148438
Iteration 269Q: 25 clusters Score -9.083665e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36869 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 176995 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 10855 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229850 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836704.000000 Penalty: 80247.148438
Iteration 270Q: 25 clusters Score -9.08367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36869 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 176993 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 10855 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229850 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836672.000000 Penalty: 80247.148438
Iteration 271Q: 25 clusters Score -9.083667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36869 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 176990 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 10855 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229853 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836704.000000 Penalty: 80247.148438
Iteration 272Q: 25 clusters Score -9.08367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36869 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 176987 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 10855 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229855 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836664.000000 Penalty: 80247.148438
Iteration 273Q: 25 clusters Score -9.083666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36869 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 176987 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 10855 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229855 members 
Mstep: Class 18 contains 61388 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836688.000000 Penalty: 80247.148438
Iteration 274Q: 25 clusters Score -9.083669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36869 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 176987 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 10855 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229854 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836720.000000 Penalty: 80247.148438
Iteration 275Q: 25 clusters Score -9.083672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36869 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 176988 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 10855 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229853 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836680.000000 Penalty: 80247.148438
Iteration 276Q: 25 clusters Score -9.083668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36869 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 176986 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 10855 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229855 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836712.000000 Penalty: 80247.148438
Iteration 277Q: 25 clusters Score -9.083671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36869 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 176982 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 10855 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229859 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836704.000000 Penalty: 80247.148438
Iteration 278Q: 25 clusters Score -9.08367e+07 nChanged 9
Entering ConstructFrom: 
Score: -90836704.000000 Penalty: 80247.148438
Entering ConstructFrom: 
Trying to split cluster 1 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -125772.687500 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -125772.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -123803.843750 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -123803.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -124119.421875 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -124119.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -124243.851562 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -124243.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -124385.320312 Penalty: 3477.114746
	Iteration 3F: 3 clusters Score -124385.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -124566.359375 Penalty: 3477.114746
	Iteration 4F: 3 clusters Score -124566.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -124773.007812 Penalty: 3477.114746
	Iteration 5F: 3 clusters Score -124773 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -124903.492188 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -124903.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125024.929688 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -125024.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -125140.281250 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -125140.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -125231.968750 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -125232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -125334.398438 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -125334.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -125429.515625 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -125429.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -125539.820312 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -125539.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -125617.398438 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -125617.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -125705.937500 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -125705.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -125822.929688 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -125822.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -125878.617188 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -125878.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -125934.718750 Penalty: 3477.114746
	Iteration 17Q: 3 clusters Score -125934.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -125957.750000 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -125957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -125960.375000 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -125960.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -125966.156250 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -125966.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -125986.828125 Penalty: 3477.114746
	Iteration 21Q: 3 clusters Score -125986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -125998.226562 Penalty: 3477.114746
	Iteration 22Q: 3 clusters Score -125998.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -126000.804688 Penalty: 3477.114746
	Iteration 23Q: 3 clusters Score -126000.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -126000.804688 Penalty: 3477.114746
	Iteration 24F: 3 clusters Score -126000.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 36868 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 176982 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42070 members 
Mstep: Class 15 contains 10855 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229861 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14336 members 
Mstep: Class 25 contains 504 members 
Entering Unmasked Estep 
Score: -90835448.000000 Penalty: 83590.781250
Splitting cluster 1 changes total score from -90836704.000000 to -90835448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -4715605.000000 Penalty: 2607.744629
	Iteration 0F: 2 clusters Score -4715605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -4690573.500000 Penalty: 5215.489258
	Iteration 0F: 3 clusters Score -4690574 nChanged 16827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -4699786.500000 Penalty: 5215.489258
	Iteration 1F: 3 clusters Score -4699786 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -4700228.500000 Penalty: 5215.489258
	Iteration 2Q: 3 clusters Score -4700228 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -4700649.500000 Penalty: 5215.489258
	Iteration 3Q: 3 clusters Score -4700650 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -4701189.000000 Penalty: 5215.489258
	Iteration 4Q: 3 clusters Score -4701189 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -4701814.500000 Penalty: 5215.489258
	Iteration 5Q: 3 clusters Score -4701814 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -4702582.000000 Penalty: 5215.489258
	Iteration 6Q: 3 clusters Score -4702582 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -4703714.500000 Penalty: 5215.489258
	Iteration 7F: 3 clusters Score -4703714 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -4705208.000000 Penalty: 5215.489258
	Iteration 8F: 3 clusters Score -4705208 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -4707134.500000 Penalty: 5215.489258
	Iteration 9F: 3 clusters Score -4707134 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -4709272.000000 Penalty: 5215.489258
	Iteration 10F: 3 clusters Score -4709272 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -4711074.500000 Penalty: 5215.489258
	Iteration 11F: 3 clusters Score -4711074 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -4712147.000000 Penalty: 5215.489258
	Iteration 12Q: 3 clusters Score -4712147 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -4712703.500000 Penalty: 5215.489258
	Iteration 13Q: 3 clusters Score -4712704 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -4712971.500000 Penalty: 5215.489258
	Iteration 14Q: 3 clusters Score -4712972 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -4713100.500000 Penalty: 5215.489258
	Iteration 15Q: 3 clusters Score -4713100 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -4713190.000000 Penalty: 5215.489258
	Iteration 16Q: 3 clusters Score -4713190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -4713262.500000 Penalty: 5215.489258
	Iteration 17Q: 3 clusters Score -4713262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -4713290.500000 Penalty: 5215.489258
	Iteration 18Q: 3 clusters Score -4713290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -4713313.500000 Penalty: 5215.489258
	Iteration 19Q: 3 clusters Score -4713314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -4713326.000000 Penalty: 5215.489258
	Iteration 20F: 3 clusters Score -4713326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -4713345.500000 Penalty: 5215.489258
	Iteration 21Q: 3 clusters Score -4713346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -4713351.000000 Penalty: 5215.489258
	Iteration 22Q: 3 clusters Score -4713351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -4713353.000000 Penalty: 5215.489258
	Iteration 23Q: 3 clusters Score -4713353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -4713354.500000 Penalty: 5215.489258
	Iteration 24Q: 3 clusters Score -4713354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -4713354.500000 Penalty: 5215.489258
	Iteration 25F: 3 clusters Score -4713354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Entering Unmasked Estep 
Score: -574195.875000 Penalty: 2090.721191
	Iteration 0F: 2 clusters Score -574195.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -569945.312500 Penalty: 4181.442383
	Iteration 0F: 3 clusters Score -569945.3 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -570914.312500 Penalty: 4181.442383
	Iteration 1F: 3 clusters Score -570914.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -571105.312500 Penalty: 4181.442383
	Iteration 2F: 3 clusters Score -571105.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -571238.125000 Penalty: 4181.442383
	Iteration 3Q: 3 clusters Score -571238.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -571342.375000 Penalty: 4181.442383
	Iteration 4Q: 3 clusters Score -571342.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -571421.125000 Penalty: 4181.442383
	Iteration 5Q: 3 clusters Score -571421.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -571478.437500 Penalty: 4181.442383
	Iteration 6Q: 3 clusters Score -571478.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -571527.812500 Penalty: 4181.442383
	Iteration 7Q: 3 clusters Score -571527.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -571559.875000 Penalty: 4181.442383
	Iteration 8Q: 3 clusters Score -571559.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -571597.625000 Penalty: 4181.442383
	Iteration 9Q: 3 clusters Score -571597.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -571633.125000 Penalty: 4181.442383
	Iteration 10Q: 3 clusters Score -571633.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -571663.312500 Penalty: 4181.442383
	Iteration 11Q: 3 clusters Score -571663.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -571686.375000 Penalty: 4181.442383
	Iteration 12Q: 3 clusters Score -571686.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -571709.250000 Penalty: 4181.442383
	Iteration 13Q: 3 clusters Score -571709.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -571729.875000 Penalty: 4181.442383
	Iteration 14Q: 3 clusters Score -571729.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -571747.312500 Penalty: 4181.442383
	Iteration 15Q: 3 clusters Score -571747.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -571769.187500 Penalty: 4181.442383
	Iteration 16Q: 3 clusters Score -571769.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -571787.687500 Penalty: 4181.442383
	Iteration 17Q: 3 clusters Score -571787.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -571813.875000 Penalty: 4181.442383
	Iteration 18Q: 3 clusters Score -571813.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -571836.000000 Penalty: 4181.442383
	Iteration 19Q: 3 clusters Score -571836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -571860.562500 Penalty: 4181.442383
	Iteration 20F: 3 clusters Score -571860.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -571884.562500 Penalty: 4181.442383
	Iteration 21Q: 3 clusters Score -571884.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -571905.125000 Penalty: 4181.442383
	Iteration 22Q: 3 clusters Score -571905.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -571921.750000 Penalty: 4181.442383
	Iteration 23Q: 3 clusters Score -571921.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -571945.125000 Penalty: 4181.442383
	Iteration 24Q: 3 clusters Score -571945.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -571980.625000 Penalty: 4181.442383
	Iteration 25Q: 3 clusters Score -571980.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -572031.562500 Penalty: 4181.442383
	Iteration 26Q: 3 clusters Score -572031.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -572109.000000 Penalty: 4181.442383
	Iteration 27Q: 3 clusters Score -572109 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -572222.812500 Penalty: 4181.442383
	Iteration 28Q: 3 clusters Score -572222.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -572372.750000 Penalty: 4181.442383
	Iteration 29Q: 3 clusters Score -572372.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -572660.437500 Penalty: 4181.442383
	Iteration 30Q: 3 clusters Score -572660.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -573087.062500 Penalty: 4181.442383
	Iteration 31Q: 3 clusters Score -573087.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -573464.500000 Penalty: 4181.442383
	Iteration 32Q: 3 clusters Score -573464.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -573868.375000 Penalty: 4181.442383
	Iteration 33Q: 3 clusters Score -573868.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -574283.687500 Penalty: 4181.442383
	Iteration 34Q: 3 clusters Score -574283.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -574663.750000 Penalty: 4181.442383
	Iteration 35Q: 3 clusters Score -574663.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -574921.562500 Penalty: 4181.442383
	Iteration 36Q: 3 clusters Score -574921.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -575067.625000 Penalty: 4181.442383
	Iteration 37Q: 3 clusters Score -575067.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -575168.437500 Penalty: 4181.442383
	Iteration 38Q: 3 clusters Score -575168.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -575225.312500 Penalty: 4181.442383
	Iteration 39Q: 3 clusters Score -575225.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -575267.187500 Penalty: 4181.442383
	Iteration 40F: 3 clusters Score -575267.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -575291.000000 Penalty: 4181.442383
	Iteration 41Q: 3 clusters Score -575291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -575308.500000 Penalty: 4181.442383
	Iteration 42Q: 3 clusters Score -575308.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -575322.562500 Penalty: 4181.442383
	Iteration 43Q: 3 clusters Score -575322.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -575332.437500 Penalty: 4181.442383
	Iteration 44Q: 3 clusters Score -575332.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -575336.875000 Penalty: 4181.442383
	Iteration 45Q: 3 clusters Score -575336.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -575340.750000 Penalty: 4181.442383
	Iteration 46Q: 3 clusters Score -575340.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -575343.687500 Penalty: 4181.442383
	Iteration 47Q: 3 clusters Score -575343.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -575345.937500 Penalty: 4181.442383
	Iteration 48Q: 3 clusters Score -575345.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -575350.062500 Penalty: 4181.442383
	Iteration 49Q: 3 clusters Score -575350.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -575352.875000 Penalty: 4181.442383
	Iteration 50Q: 3 clusters Score -575352.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -575355.687500 Penalty: 4181.442383
	Iteration 51Q: 3 clusters Score -575355.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -575358.812500 Penalty: 4181.442383
	Iteration 52Q: 3 clusters Score -575358.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -575358.750000 Penalty: 4181.442383
	Iteration 53Q: 3 clusters Score -575358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -575358.562500 Penalty: 4181.442383
	Iteration 54Q: 3 clusters Score -575358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -575358.937500 Penalty: 4181.442383
	Iteration 55Q: 3 clusters Score -575358.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -575359.375000 Penalty: 4181.442383
	Iteration 56Q: 3 clusters Score -575359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -575361.000000 Penalty: 4181.442383
	Iteration 57Q: 3 clusters Score -575361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -575360.812500 Penalty: 4181.442383
	Iteration 58Q: 3 clusters Score -575360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -575361.500000 Penalty: 4181.442383
	Iteration 59Q: 3 clusters Score -575361.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -575361.500000 Penalty: 4181.442383
	Iteration 60F: 3 clusters Score -575361.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36868 members 
Mstep: Class 3 contains 2224 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 176982 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42070 members 
Mstep: Class 15 contains 10855 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229861 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14336 members 
Mstep: Class 25 contains 2360 members 
Entering Unmasked Estep 
Score: -90836568.000000 Penalty: 83590.781250
Splitting cluster 3 changes total score from -90836704.000000 to -90836568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (11580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Entering Unmasked Estep 
Score: -1534161.625000 Penalty: 2320.544678
	Iteration 0F: 2 clusters Score -1534162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1525418.625000 Penalty: 4641.089355
	Iteration 0F: 3 clusters Score -1525419 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1528050.375000 Penalty: 4641.089355
	Iteration 1F: 3 clusters Score -1528050 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1528344.375000 Penalty: 4641.089355
	Iteration 2F: 3 clusters Score -1528344 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1528546.625000 Penalty: 4641.089355
	Iteration 3Q: 3 clusters Score -1528547 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1528731.750000 Penalty: 4641.089355
	Iteration 4Q: 3 clusters Score -1528732 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1528925.750000 Penalty: 4641.089355
	Iteration 5Q: 3 clusters Score -1528926 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1529143.125000 Penalty: 4641.089355
	Iteration 6Q: 3 clusters Score -1529143 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1529410.125000 Penalty: 4641.089355
	Iteration 7Q: 3 clusters Score -1529410 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1529747.625000 Penalty: 4641.089355
	Iteration 8Q: 3 clusters Score -1529748 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1530162.625000 Penalty: 4641.089355
	Iteration 9F: 3 clusters Score -1530163 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1530632.875000 Penalty: 4641.089355
	Iteration 10F: 3 clusters Score -1530633 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1531137.000000 Penalty: 4641.089355
	Iteration 11Q: 3 clusters Score -1531137 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1531548.500000 Penalty: 4641.089355
	Iteration 12Q: 3 clusters Score -1531548 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1531834.625000 Penalty: 4641.089355
	Iteration 13Q: 3 clusters Score -1531835 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1532003.750000 Penalty: 4641.089355
	Iteration 14Q: 3 clusters Score -1532004 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1532114.750000 Penalty: 4641.089355
	Iteration 15Q: 3 clusters Score -1532115 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1532183.250000 Penalty: 4641.089355
	Iteration 16Q: 3 clusters Score -1532183 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1532224.500000 Penalty: 4641.089355
	Iteration 17Q: 3 clusters Score -1532224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1532260.125000 Penalty: 4641.089355
	Iteration 18Q: 3 clusters Score -1532260 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1532289.625000 Penalty: 4641.089355
	Iteration 19Q: 3 clusters Score -1532290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1532311.000000 Penalty: 4641.089355
	Iteration 20F: 3 clusters Score -1532311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1532333.250000 Penalty: 4641.089355
	Iteration 21Q: 3 clusters Score -1532333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1532342.250000 Penalty: 4641.089355
	Iteration 22Q: 3 clusters Score -1532342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1532351.250000 Penalty: 4641.089355
	Iteration 23Q: 3 clusters Score -1532351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1532363.750000 Penalty: 4641.089355
	Iteration 24Q: 3 clusters Score -1532364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1532370.875000 Penalty: 4641.089355
	Iteration 25Q: 3 clusters Score -1532371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1532376.750000 Penalty: 4641.089355
	Iteration 26Q: 3 clusters Score -1532377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1532378.875000 Penalty: 4641.089355
	Iteration 27Q: 3 clusters Score -1532379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1532380.750000 Penalty: 4641.089355
	Iteration 28Q: 3 clusters Score -1532381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1532381.000000 Penalty: 4641.089355
	Iteration 29Q: 3 clusters Score -1532381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1532384.625000 Penalty: 4641.089355
	Iteration 30Q: 3 clusters Score -1532385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1532384.625000 Penalty: 4641.089355
	Iteration 31F: 3 clusters Score -1532385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Entering Unmasked Estep 
Score: -1920771.750000 Penalty: 2380.400146
	Iteration 0F: 2 clusters Score -1920772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1910075.000000 Penalty: 4760.800293
	Iteration 0F: 3 clusters Score -1910075 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1913450.750000 Penalty: 4760.800293
	Iteration 1F: 3 clusters Score -1913451 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1913838.250000 Penalty: 4760.800293
	Iteration 2F: 3 clusters Score -1913838 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1914166.375000 Penalty: 4760.800293
	Iteration 3F: 3 clusters Score -1914166 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1914451.125000 Penalty: 4760.800293
	Iteration 4Q: 3 clusters Score -1914451 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1914769.500000 Penalty: 4760.800293
	Iteration 5Q: 3 clusters Score -1914770 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1915128.625000 Penalty: 4760.800293
	Iteration 6Q: 3 clusters Score -1915129 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1915548.500000 Penalty: 4760.800293
	Iteration 7Q: 3 clusters Score -1915548 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1916015.375000 Penalty: 4760.800293
	Iteration 8F: 3 clusters Score -1916015 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1916503.625000 Penalty: 4760.800293
	Iteration 9Q: 3 clusters Score -1916504 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1917024.375000 Penalty: 4760.800293
	Iteration 10Q: 3 clusters Score -1917024 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1917495.375000 Penalty: 4760.800293
	Iteration 11Q: 3 clusters Score -1917495 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1917934.750000 Penalty: 4760.800293
	Iteration 12Q: 3 clusters Score -1917935 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1918301.625000 Penalty: 4760.800293
	Iteration 13Q: 3 clusters Score -1918302 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1918541.500000 Penalty: 4760.800293
	Iteration 14Q: 3 clusters Score -1918542 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1918712.125000 Penalty: 4760.800293
	Iteration 15Q: 3 clusters Score -1918712 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1918830.125000 Penalty: 4760.800293
	Iteration 16Q: 3 clusters Score -1918830 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1918923.125000 Penalty: 4760.800293
	Iteration 17Q: 3 clusters Score -1918923 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1918974.625000 Penalty: 4760.800293
	Iteration 18Q: 3 clusters Score -1918975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1918996.250000 Penalty: 4760.800293
	Iteration 19Q: 3 clusters Score -1918996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1919003.750000 Penalty: 4760.800293
	Iteration 20F: 3 clusters Score -1919004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1919005.375000 Penalty: 4760.800293
	Iteration 21Q: 3 clusters Score -1919005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1919015.750000 Penalty: 4760.800293
	Iteration 22Q: 3 clusters Score -1919016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1919018.375000 Penalty: 4760.800293
	Iteration 23Q: 3 clusters Score -1919018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1919020.125000 Penalty: 4760.800293
	Iteration 24Q: 3 clusters Score -1919020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1919024.125000 Penalty: 4760.800293
	Iteration 25Q: 3 clusters Score -1919024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1919024.125000 Penalty: 4760.800293
	Iteration 26F: 3 clusters Score -1919024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -147057.265625 Penalty: 1792.280151
	Iteration 0F: 2 clusters Score -147057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -144923.703125 Penalty: 3584.560303
	Iteration 0F: 3 clusters Score -144923.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -145865.656250 Penalty: 3584.560303
	Iteration 1F: 3 clusters Score -145865.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -146723.296875 Penalty: 3584.560303
	Iteration 2F: 3 clusters Score -146723.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -147203.968750 Penalty: 3584.560303
	Iteration 3F: 3 clusters Score -147204 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -147683.562500 Penalty: 3584.560303
	Iteration 4F: 3 clusters Score -147683.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -147850.390625 Penalty: 3584.560303
	Iteration 5Q: 3 clusters Score -147850.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -147929.468750 Penalty: 3584.560303
	Iteration 6Q: 3 clusters Score -147929.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -148008.859375 Penalty: 3584.560303
	Iteration 7Q: 3 clusters Score -148008.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -148070.937500 Penalty: 3584.560303
	Iteration 8Q: 3 clusters Score -148070.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -148147.531250 Penalty: 3584.560303
	Iteration 9Q: 3 clusters Score -148147.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -148215.421875 Penalty: 3584.560303
	Iteration 10Q: 3 clusters Score -148215.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -148271.484375 Penalty: 3584.560303
	Iteration 11Q: 3 clusters Score -148271.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -148356.734375 Penalty: 3584.560303
	Iteration 12Q: 3 clusters Score -148356.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -148451.921875 Penalty: 3584.560303
	Iteration 13Q: 3 clusters Score -148451.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -148505.296875 Penalty: 3584.560303
	Iteration 14Q: 3 clusters Score -148505.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -148533.218750 Penalty: 3584.560303
	Iteration 15Q: 3 clusters Score -148533.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -148561.828125 Penalty: 3584.560303
	Iteration 16Q: 3 clusters Score -148561.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -148597.265625 Penalty: 3584.560303
	Iteration 17Q: 3 clusters Score -148597.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -148620.812500 Penalty: 3584.560303
	Iteration 18Q: 3 clusters Score -148620.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -148630.500000 Penalty: 3584.560303
	Iteration 19Q: 3 clusters Score -148630.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -148631.734375 Penalty: 3584.560303
	Iteration 20F: 3 clusters Score -148631.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -148633.125000 Penalty: 3584.560303
	Iteration 21Q: 3 clusters Score -148633.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -148633.937500 Penalty: 3584.560303
	Iteration 22Q: 3 clusters Score -148633.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -148634.890625 Penalty: 3584.560303
	Iteration 23Q: 3 clusters Score -148634.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -148636.031250 Penalty: 3584.560303
	Iteration 24Q: 3 clusters Score -148636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -148638.390625 Penalty: 3584.560303
	Iteration 25Q: 3 clusters Score -148638.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -148641.734375 Penalty: 3584.560303
	Iteration 26Q: 3 clusters Score -148641.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -148653.218750 Penalty: 3584.560303
	Iteration 27Q: 3 clusters Score -148653.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -148658.390625 Penalty: 3584.560303
	Iteration 28Q: 3 clusters Score -148658.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -148658.765625 Penalty: 3584.560303
	Iteration 29Q: 3 clusters Score -148658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -148659.468750 Penalty: 3584.560303
	Iteration 30Q: 3 clusters Score -148659.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -148660.437500 Penalty: 3584.560303
	Iteration 31Q: 3 clusters Score -148660.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -148660.437500 Penalty: 3584.560303
	Iteration 32F: 3 clusters Score -148660.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36868 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 176982 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42070 members 
Mstep: Class 15 contains 10855 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229861 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14336 members 
Mstep: Class 25 contains 706 members 
Entering Unmasked Estep 
Score: -90836712.000000 Penalty: 83590.781250
Splitting cluster 6 changes total score from -90836704.000000 to -90836712.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (25620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Entering Unmasked Estep 
Score: -3071622.500000 Penalty: 2517.479980
	Iteration 0F: 2 clusters Score -3071622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -3054018.250000 Penalty: 5034.959961
	Iteration 0F: 3 clusters Score -3054018 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3060411.250000 Penalty: 5034.959961
	Iteration 1F: 3 clusters Score -3060411 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3061118.000000 Penalty: 5034.959961
	Iteration 2F: 3 clusters Score -3061118 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3061910.750000 Penalty: 5034.959961
	Iteration 3F: 3 clusters Score -3061911 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3062763.250000 Penalty: 5034.959961
	Iteration 4F: 3 clusters Score -3062763 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -3063688.000000 Penalty: 5034.959961
	Iteration 5F: 3 clusters Score -3063688 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3064751.500000 Penalty: 5034.959961
	Iteration 6F: 3 clusters Score -3064752 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -3065824.500000 Penalty: 5034.959961
	Iteration 7F: 3 clusters Score -3065824 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3066817.000000 Penalty: 5034.959961
	Iteration 8F: 3 clusters Score -3066817 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -3067687.250000 Penalty: 5034.959961
	Iteration 9Q: 3 clusters Score -3067687 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -3068457.000000 Penalty: 5034.959961
	Iteration 10Q: 3 clusters Score -3068457 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -3069066.750000 Penalty: 5034.959961
	Iteration 11Q: 3 clusters Score -3069067 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -3069512.250000 Penalty: 5034.959961
	Iteration 12Q: 3 clusters Score -3069512 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -3069841.500000 Penalty: 5034.959961
	Iteration 13Q: 3 clusters Score -3069842 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -3070118.000000 Penalty: 5034.959961
	Iteration 14Q: 3 clusters Score -3070118 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -3070285.000000 Penalty: 5034.959961
	Iteration 15Q: 3 clusters Score -3070285 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -3070362.500000 Penalty: 5034.959961
	Iteration 16Q: 3 clusters Score -3070362 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3070398.000000 Penalty: 5034.959961
	Iteration 17Q: 3 clusters Score -3070398 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3070421.750000 Penalty: 5034.959961
	Iteration 18Q: 3 clusters Score -3070422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -3070436.000000 Penalty: 5034.959961
	Iteration 19Q: 3 clusters Score -3070436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -3070441.000000 Penalty: 5034.959961
	Iteration 20F: 3 clusters Score -3070441 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -3070447.500000 Penalty: 5034.959961
	Iteration 21Q: 3 clusters Score -3070448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -3070448.000000 Penalty: 5034.959961
	Iteration 22Q: 3 clusters Score -3070448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -3070452.750000 Penalty: 5034.959961
	Iteration 23Q: 3 clusters Score -3070453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -3070453.000000 Penalty: 5034.959961
	Iteration 24Q: 3 clusters Score -3070453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -3070456.250000 Penalty: 5034.959961
	Iteration 25Q: 3 clusters Score -3070456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -3070456.000000 Penalty: 5034.959961
	Iteration 26Q: 3 clusters Score -3070456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -3070454.750000 Penalty: 5034.959961
	Iteration 27Q: 3 clusters Score -3070455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3070463.750000 Penalty: 5034.959961
	Iteration 28Q: 3 clusters Score -3070464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -3070465.250000 Penalty: 5034.959961
	Iteration 29Q: 3 clusters Score -3070465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3070464.500000 Penalty: 5034.959961
	Iteration 30Q: 3 clusters Score -3070464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3070460.750000 Penalty: 5034.959961
	Iteration 31Q: 3 clusters Score -3070461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -3070468.000000 Penalty: 5034.959961
	Iteration 32Q: 3 clusters Score -3070468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3070472.250000 Penalty: 5034.959961
	Iteration 33Q: 3 clusters Score -3070472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -3070474.000000 Penalty: 5034.959961
	Iteration 34Q: 3 clusters Score -3070474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -3070474.750000 Penalty: 5034.959961
	Iteration 35Q: 3 clusters Score -3070475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -3070473.750000 Penalty: 5034.959961
	Iteration 36Q: 3 clusters Score -3070474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -3070471.000000 Penalty: 5034.959961
	Iteration 37Q: 3 clusters Score -3070471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3070470.500000 Penalty: 5034.959961
	Iteration 38Q: 3 clusters Score -3070470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3070473.250000 Penalty: 5034.959961
	Iteration 39Q: 3 clusters Score -3070473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -3070472.250000 Penalty: 5034.959961
	Iteration 40F: 3 clusters Score -3070472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3070470.000000 Penalty: 5034.959961
	Iteration 41Q: 3 clusters Score -3070470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -3070470.500000 Penalty: 5034.959961
	Iteration 42Q: 3 clusters Score -3070470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3070470.500000 Penalty: 5034.959961
	Iteration 43Q: 3 clusters Score -3070470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3070470.500000 Penalty: 5034.959961
	Iteration 44F: 3 clusters Score -3070470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Entering Unmasked Estep 
Score: -1255278.500000 Penalty: 2270.659180
	Iteration 0F: 2 clusters Score -1255278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1247958.875000 Penalty: 4541.318359
	Iteration 0F: 3 clusters Score -1247959 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1249969.750000 Penalty: 4541.318359
	Iteration 1F: 3 clusters Score -1249970 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1250244.375000 Penalty: 4541.318359
	Iteration 2F: 3 clusters Score -1250244 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1250442.250000 Penalty: 4541.318359
	Iteration 3Q: 3 clusters Score -1250442 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1250586.625000 Penalty: 4541.318359
	Iteration 4Q: 3 clusters Score -1250587 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1250697.000000 Penalty: 4541.318359
	Iteration 5Q: 3 clusters Score -1250697 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1250797.125000 Penalty: 4541.318359
	Iteration 6Q: 3 clusters Score -1250797 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1250889.750000 Penalty: 4541.318359
	Iteration 7Q: 3 clusters Score -1250890 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1250983.625000 Penalty: 4541.318359
	Iteration 8Q: 3 clusters Score -1250984 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1251094.750000 Penalty: 4541.318359
	Iteration 9Q: 3 clusters Score -1251095 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1251207.125000 Penalty: 4541.318359
	Iteration 10Q: 3 clusters Score -1251207 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1251331.625000 Penalty: 4541.318359
	Iteration 11Q: 3 clusters Score -1251332 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1251501.500000 Penalty: 4541.318359
	Iteration 12Q: 3 clusters Score -1251502 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1251711.375000 Penalty: 4541.318359
	Iteration 13Q: 3 clusters Score -1251711 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1251943.500000 Penalty: 4541.318359
	Iteration 14Q: 3 clusters Score -1251944 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1252195.375000 Penalty: 4541.318359
	Iteration 15Q: 3 clusters Score -1252195 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1252446.375000 Penalty: 4541.318359
	Iteration 16Q: 3 clusters Score -1252446 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1252659.875000 Penalty: 4541.318359
	Iteration 17Q: 3 clusters Score -1252660 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1252814.625000 Penalty: 4541.318359
	Iteration 18Q: 3 clusters Score -1252815 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1252930.625000 Penalty: 4541.318359
	Iteration 19Q: 3 clusters Score -1252931 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1253019.375000 Penalty: 4541.318359
	Iteration 20F: 3 clusters Score -1253019 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1253087.125000 Penalty: 4541.318359
	Iteration 21Q: 3 clusters Score -1253087 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1253138.375000 Penalty: 4541.318359
	Iteration 22Q: 3 clusters Score -1253138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1253169.375000 Penalty: 4541.318359
	Iteration 23Q: 3 clusters Score -1253169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1253199.875000 Penalty: 4541.318359
	Iteration 24Q: 3 clusters Score -1253200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1253216.000000 Penalty: 4541.318359
	Iteration 25Q: 3 clusters Score -1253216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1253229.625000 Penalty: 4541.318359
	Iteration 26Q: 3 clusters Score -1253230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1253242.375000 Penalty: 4541.318359
	Iteration 27Q: 3 clusters Score -1253242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1253255.750000 Penalty: 4541.318359
	Iteration 28Q: 3 clusters Score -1253256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1253266.125000 Penalty: 4541.318359
	Iteration 29Q: 3 clusters Score -1253266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1253276.875000 Penalty: 4541.318359
	Iteration 30Q: 3 clusters Score -1253277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1253280.750000 Penalty: 4541.318359
	Iteration 31Q: 3 clusters Score -1253281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1253291.625000 Penalty: 4541.318359
	Iteration 32Q: 3 clusters Score -1253292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1253295.125000 Penalty: 4541.318359
	Iteration 33Q: 3 clusters Score -1253295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1253297.125000 Penalty: 4541.318359
	Iteration 34Q: 3 clusters Score -1253297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1253299.875000 Penalty: 4541.318359
	Iteration 35Q: 3 clusters Score -1253300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1253299.500000 Penalty: 4541.318359
	Iteration 36Q: 3 clusters Score -1253300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1253300.125000 Penalty: 4541.318359
	Iteration 37Q: 3 clusters Score -1253300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1253300.125000 Penalty: 4541.318359
	Iteration 38F: 3 clusters Score -1253300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Entering Unmasked Estep 
Score: -721509.500000 Penalty: 2135.630127
	Iteration 0F: 2 clusters Score -721509.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -716623.875000 Penalty: 4271.260254
	Iteration 0F: 3 clusters Score -716623.9 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -717773.000000 Penalty: 4271.260254
	Iteration 1F: 3 clusters Score -717773 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -717968.937500 Penalty: 4271.260254
	Iteration 2F: 3 clusters Score -717968.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -718097.625000 Penalty: 4271.260254
	Iteration 3Q: 3 clusters Score -718097.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -718177.812500 Penalty: 4271.260254
	Iteration 4Q: 3 clusters Score -718177.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -718242.812500 Penalty: 4271.260254
	Iteration 5Q: 3 clusters Score -718242.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -718292.937500 Penalty: 4271.260254
	Iteration 6Q: 3 clusters Score -718292.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -718323.750000 Penalty: 4271.260254
	Iteration 7Q: 3 clusters Score -718323.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -718357.500000 Penalty: 4271.260254
	Iteration 8Q: 3 clusters Score -718357.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -718381.937500 Penalty: 4271.260254
	Iteration 9Q: 3 clusters Score -718381.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -718408.000000 Penalty: 4271.260254
	Iteration 10Q: 3 clusters Score -718408 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -718431.187500 Penalty: 4271.260254
	Iteration 11Q: 3 clusters Score -718431.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -718451.812500 Penalty: 4271.260254
	Iteration 12Q: 3 clusters Score -718451.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -718477.687500 Penalty: 4271.260254
	Iteration 13Q: 3 clusters Score -718477.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -718511.750000 Penalty: 4271.260254
	Iteration 14Q: 3 clusters Score -718511.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -718549.812500 Penalty: 4271.260254
	Iteration 15Q: 3 clusters Score -718549.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -718586.062500 Penalty: 4271.260254
	Iteration 16Q: 3 clusters Score -718586.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -718621.000000 Penalty: 4271.260254
	Iteration 17Q: 3 clusters Score -718621 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -718651.875000 Penalty: 4271.260254
	Iteration 18Q: 3 clusters Score -718651.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -718691.875000 Penalty: 4271.260254
	Iteration 19Q: 3 clusters Score -718691.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -718734.375000 Penalty: 4271.260254
	Iteration 20F: 3 clusters Score -718734.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -718781.687500 Penalty: 4271.260254
	Iteration 21Q: 3 clusters Score -718781.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -718827.687500 Penalty: 4271.260254
	Iteration 22Q: 3 clusters Score -718827.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -718877.437500 Penalty: 4271.260254
	Iteration 23Q: 3 clusters Score -718877.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -718926.750000 Penalty: 4271.260254
	Iteration 24Q: 3 clusters Score -718926.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -718985.062500 Penalty: 4271.260254
	Iteration 25Q: 3 clusters Score -718985.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -719053.437500 Penalty: 4271.260254
	Iteration 26Q: 3 clusters Score -719053.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -719108.625000 Penalty: 4271.260254
	Iteration 27Q: 3 clusters Score -719108.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -719172.500000 Penalty: 4271.260254
	Iteration 28Q: 3 clusters Score -719172.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -719243.750000 Penalty: 4271.260254
	Iteration 29Q: 3 clusters Score -719243.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -719294.062500 Penalty: 4271.260254
	Iteration 30Q: 3 clusters Score -719294.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -719344.562500 Penalty: 4271.260254
	Iteration 31Q: 3 clusters Score -719344.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -719378.625000 Penalty: 4271.260254
	Iteration 32Q: 3 clusters Score -719378.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -719411.250000 Penalty: 4271.260254
	Iteration 33Q: 3 clusters Score -719411.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -719441.062500 Penalty: 4271.260254
	Iteration 34Q: 3 clusters Score -719441.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -719468.937500 Penalty: 4271.260254
	Iteration 35Q: 3 clusters Score -719468.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -719490.000000 Penalty: 4271.260254
	Iteration 36Q: 3 clusters Score -719490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -719510.062500 Penalty: 4271.260254
	Iteration 37Q: 3 clusters Score -719510.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -719532.000000 Penalty: 4271.260254
	Iteration 38Q: 3 clusters Score -719532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -719553.187500 Penalty: 4271.260254
	Iteration 39Q: 3 clusters Score -719553.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -719564.750000 Penalty: 4271.260254
	Iteration 40F: 3 clusters Score -719564.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -719575.812500 Penalty: 4271.260254
	Iteration 41Q: 3 clusters Score -719575.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -719591.250000 Penalty: 4271.260254
	Iteration 42Q: 3 clusters Score -719591.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -719600.812500 Penalty: 4271.260254
	Iteration 43Q: 3 clusters Score -719600.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -719607.375000 Penalty: 4271.260254
	Iteration 44Q: 3 clusters Score -719607.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -719611.125000 Penalty: 4271.260254
	Iteration 45Q: 3 clusters Score -719611.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -719617.187500 Penalty: 4271.260254
	Iteration 46Q: 3 clusters Score -719617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -719618.875000 Penalty: 4271.260254
	Iteration 47Q: 3 clusters Score -719618.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -719618.875000 Penalty: 4271.260254
	Iteration 48F: 3 clusters Score -719618.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Entering Unmasked Estep 
Score: -1756249.125000 Penalty: 2366.348633
	Iteration 0F: 2 clusters Score -1756249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1746121.875000 Penalty: 4732.697266
	Iteration 0F: 3 clusters Score -1746122 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1749404.500000 Penalty: 4732.697266
	Iteration 1F: 3 clusters Score -1749404 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1749869.750000 Penalty: 4732.697266
	Iteration 2F: 3 clusters Score -1749870 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1750335.125000 Penalty: 4732.697266
	Iteration 3F: 3 clusters Score -1750335 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1750874.500000 Penalty: 4732.697266
	Iteration 4F: 3 clusters Score -1750874 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1751407.375000 Penalty: 4732.697266
	Iteration 5F: 3 clusters Score -1751407 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1751854.750000 Penalty: 4732.697266
	Iteration 6F: 3 clusters Score -1751855 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1752210.875000 Penalty: 4732.697266
	Iteration 7Q: 3 clusters Score -1752211 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1752498.750000 Penalty: 4732.697266
	Iteration 8Q: 3 clusters Score -1752499 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1752752.625000 Penalty: 4732.697266
	Iteration 9Q: 3 clusters Score -1752753 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1752994.125000 Penalty: 4732.697266
	Iteration 10Q: 3 clusters Score -1752994 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1753208.125000 Penalty: 4732.697266
	Iteration 11Q: 3 clusters Score -1753208 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1753391.500000 Penalty: 4732.697266
	Iteration 12Q: 3 clusters Score -1753392 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1753570.500000 Penalty: 4732.697266
	Iteration 13Q: 3 clusters Score -1753570 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1753747.750000 Penalty: 4732.697266
	Iteration 14Q: 3 clusters Score -1753748 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1753926.250000 Penalty: 4732.697266
	Iteration 15Q: 3 clusters Score -1753926 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1754092.500000 Penalty: 4732.697266
	Iteration 16Q: 3 clusters Score -1754092 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1754226.625000 Penalty: 4732.697266
	Iteration 17Q: 3 clusters Score -1754227 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1754331.375000 Penalty: 4732.697266
	Iteration 18Q: 3 clusters Score -1754331 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1754434.625000 Penalty: 4732.697266
	Iteration 19Q: 3 clusters Score -1754435 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1754525.500000 Penalty: 4732.697266
	Iteration 20F: 3 clusters Score -1754526 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1754571.625000 Penalty: 4732.697266
	Iteration 21Q: 3 clusters Score -1754572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1754595.500000 Penalty: 4732.697266
	Iteration 22Q: 3 clusters Score -1754596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1754610.125000 Penalty: 4732.697266
	Iteration 23Q: 3 clusters Score -1754610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1754624.750000 Penalty: 4732.697266
	Iteration 24Q: 3 clusters Score -1754625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -1754633.750000 Penalty: 4732.697266
	Iteration 25Q: 3 clusters Score -1754634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1754642.250000 Penalty: 4732.697266
	Iteration 26Q: 3 clusters Score -1754642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1754645.500000 Penalty: 4732.697266
	Iteration 27Q: 3 clusters Score -1754646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1754649.500000 Penalty: 4732.697266
	Iteration 28Q: 3 clusters Score -1754650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1754650.125000 Penalty: 4732.697266
	Iteration 29Q: 3 clusters Score -1754650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1754656.125000 Penalty: 4732.697266
	Iteration 30Q: 3 clusters Score -1754656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1754654.500000 Penalty: 4732.697266
	Iteration 31Q: 3 clusters Score -1754654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1754656.750000 Penalty: 4732.697266
	Iteration 32Q: 3 clusters Score -1754657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1754653.875000 Penalty: 4732.697266
	Iteration 33Q: 3 clusters Score -1754654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1754653.875000 Penalty: 4732.697266
	Iteration 34Q: 3 clusters Score -1754654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1754653.875000 Penalty: 4732.697266
	Iteration 35Q: 3 clusters Score -1754654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1754654.000000 Penalty: 4732.697266
	Iteration 36Q: 3 clusters Score -1754654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1754654.000000 Penalty: 4732.697266
	Iteration 37F: 3 clusters Score -1754654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Entering Unmasked Estep 
Score: -1274175.375000 Penalty: 2287.343262
	Iteration 0F: 2 clusters Score -1274175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1266341.250000 Penalty: 4574.686523
	Iteration 0F: 3 clusters Score -1266341 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1268577.750000 Penalty: 4574.686523
	Iteration 1F: 3 clusters Score -1268578 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1268861.000000 Penalty: 4574.686523
	Iteration 2F: 3 clusters Score -1268861 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1269100.250000 Penalty: 4574.686523
	Iteration 3Q: 3 clusters Score -1269100 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1269339.125000 Penalty: 4574.686523
	Iteration 4Q: 3 clusters Score -1269339 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1269569.250000 Penalty: 4574.686523
	Iteration 5Q: 3 clusters Score -1269569 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1269806.500000 Penalty: 4574.686523
	Iteration 6Q: 3 clusters Score -1269806 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1270037.250000 Penalty: 4574.686523
	Iteration 7Q: 3 clusters Score -1270037 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1270249.250000 Penalty: 4574.686523
	Iteration 8Q: 3 clusters Score -1270249 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1270463.250000 Penalty: 4574.686523
	Iteration 9Q: 3 clusters Score -1270463 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1270656.000000 Penalty: 4574.686523
	Iteration 10Q: 3 clusters Score -1270656 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1270878.375000 Penalty: 4574.686523
	Iteration 11Q: 3 clusters Score -1270878 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1271093.750000 Penalty: 4574.686523
	Iteration 12Q: 3 clusters Score -1271094 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1271257.625000 Penalty: 4574.686523
	Iteration 13Q: 3 clusters Score -1271258 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1271376.125000 Penalty: 4574.686523
	Iteration 14Q: 3 clusters Score -1271376 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1271475.250000 Penalty: 4574.686523
	Iteration 15Q: 3 clusters Score -1271475 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1271582.000000 Penalty: 4574.686523
	Iteration 16Q: 3 clusters Score -1271582 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1271674.750000 Penalty: 4574.686523
	Iteration 17Q: 3 clusters Score -1271675 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1271789.875000 Penalty: 4574.686523
	Iteration 18Q: 3 clusters Score -1271790 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1271923.250000 Penalty: 4574.686523
	Iteration 19Q: 3 clusters Score -1271923 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1272074.625000 Penalty: 4574.686523
	Iteration 20F: 3 clusters Score -1272075 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1272204.625000 Penalty: 4574.686523
	Iteration 21Q: 3 clusters Score -1272205 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1272308.125000 Penalty: 4574.686523
	Iteration 22Q: 3 clusters Score -1272308 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1272378.625000 Penalty: 4574.686523
	Iteration 23Q: 3 clusters Score -1272379 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1272429.750000 Penalty: 4574.686523
	Iteration 24Q: 3 clusters Score -1272430 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1272463.750000 Penalty: 4574.686523
	Iteration 25Q: 3 clusters Score -1272464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1272489.875000 Penalty: 4574.686523
	Iteration 26Q: 3 clusters Score -1272490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1272513.125000 Penalty: 4574.686523
	Iteration 27Q: 3 clusters Score -1272513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1272525.750000 Penalty: 4574.686523
	Iteration 28Q: 3 clusters Score -1272526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1272544.875000 Penalty: 4574.686523
	Iteration 29Q: 3 clusters Score -1272545 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1272565.500000 Penalty: 4574.686523
	Iteration 30Q: 3 clusters Score -1272566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1272573.375000 Penalty: 4574.686523
	Iteration 31Q: 3 clusters Score -1272573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1272585.125000 Penalty: 4574.686523
	Iteration 32Q: 3 clusters Score -1272585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1272589.875000 Penalty: 4574.686523
	Iteration 33Q: 3 clusters Score -1272590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1272590.125000 Penalty: 4574.686523
	Iteration 34Q: 3 clusters Score -1272590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1272597.500000 Penalty: 4574.686523
	Iteration 35Q: 3 clusters Score -1272598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1272599.500000 Penalty: 4574.686523
	Iteration 36Q: 3 clusters Score -1272600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1272598.250000 Penalty: 4574.686523
	Iteration 37Q: 3 clusters Score -1272598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1272601.000000 Penalty: 4574.686523
	Iteration 38Q: 3 clusters Score -1272601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1272606.000000 Penalty: 4574.686523
	Iteration 39Q: 3 clusters Score -1272606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1272609.000000 Penalty: 4574.686523
	Iteration 40F: 3 clusters Score -1272609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1272614.125000 Penalty: 4574.686523
	Iteration 41Q: 3 clusters Score -1272614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1272614.000000 Penalty: 4574.686523
	Iteration 42Q: 3 clusters Score -1272614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1272615.125000 Penalty: 4574.686523
	Iteration 43Q: 3 clusters Score -1272615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1272619.250000 Penalty: 4574.686523
	Iteration 44Q: 3 clusters Score -1272619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1272623.500000 Penalty: 4574.686523
	Iteration 45Q: 3 clusters Score -1272624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1272624.750000 Penalty: 4574.686523
	Iteration 46Q: 3 clusters Score -1272625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1272627.625000 Penalty: 4574.686523
	Iteration 47Q: 3 clusters Score -1272628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1272632.500000 Penalty: 4574.686523
	Iteration 48Q: 3 clusters Score -1272632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1272631.500000 Penalty: 4574.686523
	Iteration 49Q: 3 clusters Score -1272632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1272642.625000 Penalty: 4574.686523
	Iteration 50Q: 3 clusters Score -1272643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1272645.125000 Penalty: 4574.686523
	Iteration 51Q: 3 clusters Score -1272645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1272650.625000 Penalty: 4574.686523
	Iteration 52Q: 3 clusters Score -1272651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1272655.125000 Penalty: 4574.686523
	Iteration 53Q: 3 clusters Score -1272655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1272653.500000 Penalty: 4574.686523
	Iteration 54Q: 3 clusters Score -1272654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1272656.375000 Penalty: 4574.686523
	Iteration 55Q: 3 clusters Score -1272656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1272654.500000 Penalty: 4574.686523
	Iteration 56Q: 3 clusters Score -1272654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1272656.375000 Penalty: 4574.686523
	Iteration 57Q: 3 clusters Score -1272656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1272658.500000 Penalty: 4574.686523
	Iteration 58Q: 3 clusters Score -1272658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1272657.250000 Penalty: 4574.686523
	Iteration 59Q: 3 clusters Score -1272657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1272658.750000 Penalty: 4574.686523
	Iteration 60F: 3 clusters Score -1272659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1272661.125000 Penalty: 4574.686523
	Iteration 61Q: 3 clusters Score -1272661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1272659.250000 Penalty: 4574.686523
	Iteration 62Q: 3 clusters Score -1272659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1272659.250000 Penalty: 4574.686523
	Iteration 63F: 3 clusters Score -1272659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (176982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176982 members 
Entering Unmasked Estep 
Score: -23021622.000000 Penalty: 2996.783203
	Iteration 0F: 2 clusters Score -2.302162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88740 members 
Mstep: Class 2 contains 88242 members 
Entering Unmasked Estep 
Score: -22906002.000000 Penalty: 5993.566406
	Iteration 0F: 3 clusters Score -2.2906e+07 nChanged 84925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93927 members 
Mstep: Class 2 contains 83055 members 
Entering Unmasked Estep 
Score: -22955368.000000 Penalty: 5993.566406
	Iteration 1F: 3 clusters Score -2.295537e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 80164 members 
Entering Unmasked Estep 
Score: -22957156.000000 Penalty: 5993.566406
	Iteration 2Q: 3 clusters Score -2.295716e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101229 members 
Mstep: Class 2 contains 75753 members 
Entering Unmasked Estep 
Score: -22959430.000000 Penalty: 5993.566406
	Iteration 3Q: 3 clusters Score -2.295943e+07 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107734 members 
Mstep: Class 2 contains 69248 members 
Entering Unmasked Estep 
Score: -22963088.000000 Penalty: 5993.566406
	Iteration 4Q: 3 clusters Score -2.296309e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117097 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -22969714.000000 Penalty: 5993.566406
	Iteration 5F: 3 clusters Score -2.296971e+07 nChanged 13505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129646 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -22980276.000000 Penalty: 5993.566406
	Iteration 6F: 3 clusters Score -2.298028e+07 nChanged 14707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143835 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -22993520.000000 Penalty: 5993.566406
	Iteration 7F: 3 clusters Score -2.299352e+07 nChanged 12588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156159 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -23005472.000000 Penalty: 5993.566406
	Iteration 8F: 3 clusters Score -2.300547e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164499 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -23013060.000000 Penalty: 5993.566406
	Iteration 9Q: 3 clusters Score -2.301306e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169036 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -23017048.000000 Penalty: 5993.566406
	Iteration 10Q: 3 clusters Score -2.301705e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171158 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -23018928.000000 Penalty: 5993.566406
	Iteration 11Q: 3 clusters Score -2.301893e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172203 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -23019736.000000 Penalty: 5993.566406
	Iteration 12Q: 3 clusters Score -2.301974e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172764 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -23020040.000000 Penalty: 5993.566406
	Iteration 13Q: 3 clusters Score -2.302004e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173127 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -23020240.000000 Penalty: 5993.566406
	Iteration 14Q: 3 clusters Score -2.302024e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173383 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -23020356.000000 Penalty: 5993.566406
	Iteration 15Q: 3 clusters Score -2.302036e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173530 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -23020450.000000 Penalty: 5993.566406
	Iteration 16Q: 3 clusters Score -2.302045e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173640 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -23020476.000000 Penalty: 5993.566406
	Iteration 17Q: 3 clusters Score -2.302048e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173711 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -23020448.000000 Penalty: 5993.566406
	Iteration 18Q: 3 clusters Score -2.302045e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173769 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -23020452.000000 Penalty: 5993.566406
	Iteration 19Q: 3 clusters Score -2.302045e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173808 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -23020398.000000 Penalty: 5993.566406
	Iteration 20F: 3 clusters Score -2.30204e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173833 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -23020426.000000 Penalty: 5993.566406
	Iteration 21Q: 3 clusters Score -2.302043e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173848 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -23020424.000000 Penalty: 5993.566406
	Iteration 22Q: 3 clusters Score -2.302042e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173859 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -23020424.000000 Penalty: 5993.566406
	Iteration 23Q: 3 clusters Score -2.302042e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173871 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -23020442.000000 Penalty: 5993.566406
	Iteration 24Q: 3 clusters Score -2.302044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173882 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -23020452.000000 Penalty: 5993.566406
	Iteration 25Q: 3 clusters Score -2.302045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173884 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -23020446.000000 Penalty: 5993.566406
	Iteration 26Q: 3 clusters Score -2.302045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173882 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -23020450.000000 Penalty: 5993.566406
	Iteration 27Q: 3 clusters Score -2.302045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173882 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -23020444.000000 Penalty: 5993.566406
	Iteration 28Q: 3 clusters Score -2.302044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173881 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -23020444.000000 Penalty: 5993.566406
	Iteration 29Q: 3 clusters Score -2.302044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173881 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -23020444.000000 Penalty: 5993.566406
	Iteration 30F: 3 clusters Score -2.302044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -66184.406250 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -66184.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64702.527344 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -64702.53 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65055.648438 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -65055.65 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65317.003906 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -65317 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -65562.773438 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -65562.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -65846.015625 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -65846.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -65884.484375 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -65884.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -65900.562500 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -65900.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -65908.234375 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -65908.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -65918.210938 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -65918.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -65957.835938 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -65957.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -65979.257812 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -65979.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -65997.875000 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -65997.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -66023.539062 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -66023.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -66023.539062 Penalty: 3167.056396
	Iteration 13F: 3 clusters Score -66023.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Entering Unmasked Estep 
Score: -5479049.000000 Penalty: 2640.478271
	Iteration 0F: 2 clusters Score -5479049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -5450553.000000 Penalty: 5280.956543
	Iteration 0F: 3 clusters Score -5450553 nChanged 19306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -5461455.500000 Penalty: 5280.956543
	Iteration 1F: 3 clusters Score -5461456 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -5462411.500000 Penalty: 5280.956543
	Iteration 2F: 3 clusters Score -5462412 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -5463526.000000 Penalty: 5280.956543
	Iteration 3F: 3 clusters Score -5463526 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -5464745.000000 Penalty: 5280.956543
	Iteration 4F: 3 clusters Score -5464745 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -5466155.500000 Penalty: 5280.956543
	Iteration 5F: 3 clusters Score -5466156 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -5467566.000000 Penalty: 5280.956543
	Iteration 6F: 3 clusters Score -5467566 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -5469102.500000 Penalty: 5280.956543
	Iteration 7F: 3 clusters Score -5469102 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -5470612.500000 Penalty: 5280.956543
	Iteration 8F: 3 clusters Score -5470612 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -5471939.000000 Penalty: 5280.956543
	Iteration 9Q: 3 clusters Score -5471939 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -5473198.000000 Penalty: 5280.956543
	Iteration 10Q: 3 clusters Score -5473198 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -5474128.000000 Penalty: 5280.956543
	Iteration 11Q: 3 clusters Score -5474128 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -5474704.000000 Penalty: 5280.956543
	Iteration 12Q: 3 clusters Score -5474704 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -5475099.000000 Penalty: 5280.956543
	Iteration 13Q: 3 clusters Score -5475099 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -5475337.500000 Penalty: 5280.956543
	Iteration 14Q: 3 clusters Score -5475338 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -5475543.500000 Penalty: 5280.956543
	Iteration 15Q: 3 clusters Score -5475544 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -5475698.000000 Penalty: 5280.956543
	Iteration 16Q: 3 clusters Score -5475698 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -5475836.000000 Penalty: 5280.956543
	Iteration 17Q: 3 clusters Score -5475836 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -5475963.500000 Penalty: 5280.956543
	Iteration 18Q: 3 clusters Score -5475964 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -5476081.500000 Penalty: 5280.956543
	Iteration 19Q: 3 clusters Score -5476082 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -5476174.000000 Penalty: 5280.956543
	Iteration 20F: 3 clusters Score -5476174 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -5476231.500000 Penalty: 5280.956543
	Iteration 21Q: 3 clusters Score -5476232 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -5476293.000000 Penalty: 5280.956543
	Iteration 22Q: 3 clusters Score -5476293 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -5476357.000000 Penalty: 5280.956543
	Iteration 23Q: 3 clusters Score -5476357 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -5476413.000000 Penalty: 5280.956543
	Iteration 24Q: 3 clusters Score -5476413 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -5476453.500000 Penalty: 5280.956543
	Iteration 25Q: 3 clusters Score -5476454 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -5476520.000000 Penalty: 5280.956543
	Iteration 26Q: 3 clusters Score -5476520 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5476573.000000 Penalty: 5280.956543
	Iteration 27Q: 3 clusters Score -5476573 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5476633.500000 Penalty: 5280.956543
	Iteration 28Q: 3 clusters Score -5476634 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -5476675.500000 Penalty: 5280.956543
	Iteration 29Q: 3 clusters Score -5476676 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5476715.000000 Penalty: 5280.956543
	Iteration 30Q: 3 clusters Score -5476715 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5476727.500000 Penalty: 5280.956543
	Iteration 31Q: 3 clusters Score -5476728 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5476731.000000 Penalty: 5280.956543
	Iteration 32Q: 3 clusters Score -5476731 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5476753.500000 Penalty: 5280.956543
	Iteration 33Q: 3 clusters Score -5476754 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5476788.000000 Penalty: 5280.956543
	Iteration 34Q: 3 clusters Score -5476788 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5476814.000000 Penalty: 5280.956543
	Iteration 35Q: 3 clusters Score -5476814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5476815.500000 Penalty: 5280.956543
	Iteration 36Q: 3 clusters Score -5476816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5476829.000000 Penalty: 5280.956543
	Iteration 37Q: 3 clusters Score -5476829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5476848.500000 Penalty: 5280.956543
	Iteration 38Q: 3 clusters Score -5476848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5476852.500000 Penalty: 5280.956543
	Iteration 39Q: 3 clusters Score -5476852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5476862.000000 Penalty: 5280.956543
	Iteration 40F: 3 clusters Score -5476862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5476868.000000 Penalty: 5280.956543
	Iteration 41Q: 3 clusters Score -5476868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5476878.500000 Penalty: 5280.956543
	Iteration 42Q: 3 clusters Score -5476878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5476875.000000 Penalty: 5280.956543
	Iteration 43Q: 3 clusters Score -5476875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5476884.000000 Penalty: 5280.956543
	Iteration 44Q: 3 clusters Score -5476884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5476887.500000 Penalty: 5280.956543
	Iteration 45Q: 3 clusters Score -5476888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5476887.500000 Penalty: 5280.956543
	Iteration 46Q: 3 clusters Score -5476888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5476897.000000 Penalty: 5280.956543
	Iteration 47Q: 3 clusters Score -5476897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5476897.500000 Penalty: 5280.956543
	Iteration 48Q: 3 clusters Score -5476898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5476897.000000 Penalty: 5280.956543
	Iteration 49Q: 3 clusters Score -5476897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5476907.000000 Penalty: 5280.956543
	Iteration 50Q: 3 clusters Score -5476907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5476904.000000 Penalty: 5280.956543
	Iteration 51Q: 3 clusters Score -5476904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5476904.500000 Penalty: 5280.956543
	Iteration 52Q: 3 clusters Score -5476904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5476908.500000 Penalty: 5280.956543
	Iteration 53Q: 3 clusters Score -5476908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5476911.000000 Penalty: 5280.956543
	Iteration 54Q: 3 clusters Score -5476911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5476915.500000 Penalty: 5280.956543
	Iteration 55Q: 3 clusters Score -5476916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5476923.000000 Penalty: 5280.956543
	Iteration 56Q: 3 clusters Score -5476923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5476938.000000 Penalty: 5280.956543
	Iteration 57Q: 3 clusters Score -5476938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5476935.500000 Penalty: 5280.956543
	Iteration 58Q: 3 clusters Score -5476936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5476945.000000 Penalty: 5280.956543
	Iteration 59Q: 3 clusters Score -5476945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5476950.000000 Penalty: 5280.956543
	Iteration 60F: 3 clusters Score -5476950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5476952.000000 Penalty: 5280.956543
	Iteration 61Q: 3 clusters Score -5476952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5476949.000000 Penalty: 5280.956543
	Iteration 62Q: 3 clusters Score -5476949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5476956.500000 Penalty: 5280.956543
	Iteration 63Q: 3 clusters Score -5476956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5476948.000000 Penalty: 5280.956543
	Iteration 64Q: 3 clusters Score -5476948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5476947.000000 Penalty: 5280.956543
	Iteration 65Q: 3 clusters Score -5476947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5476951.000000 Penalty: 5280.956543
	Iteration 66Q: 3 clusters Score -5476951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5476948.000000 Penalty: 5280.956543
	Iteration 67Q: 3 clusters Score -5476948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5476951.500000 Penalty: 5280.956543
	Iteration 68Q: 3 clusters Score -5476952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5476950.000000 Penalty: 5280.956543
	Iteration 69Q: 3 clusters Score -5476950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5476949.000000 Penalty: 5280.956543
	Iteration 70Q: 3 clusters Score -5476949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5476947.000000 Penalty: 5280.956543
	Iteration 71Q: 3 clusters Score -5476947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5476947.000000 Penalty: 5280.956543
	Iteration 72Q: 3 clusters Score -5476947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5476952.000000 Penalty: 5280.956543
	Iteration 73Q: 3 clusters Score -5476952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5476951.500000 Penalty: 5280.956543
	Iteration 74Q: 3 clusters Score -5476952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5476953.000000 Penalty: 5280.956543
	Iteration 75Q: 3 clusters Score -5476953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5476953.000000 Penalty: 5280.956543
	Iteration 76F: 3 clusters Score -5476953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Entering Unmasked Estep 
Score: -1446064.125000 Penalty: 2304.510498
	Iteration 0F: 2 clusters Score -1446064 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 5404 members 
Entering Unmasked Estep 
Score: -1437814.625000 Penalty: 4609.020996
	Iteration 0F: 3 clusters Score -1437815 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1440205.500000 Penalty: 4609.020996
	Iteration 1F: 3 clusters Score -1440206 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1440499.375000 Penalty: 4609.020996
	Iteration 2F: 3 clusters Score -1440499 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1440679.125000 Penalty: 4609.020996
	Iteration 3Q: 3 clusters Score -1440679 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1440814.750000 Penalty: 4609.020996
	Iteration 4Q: 3 clusters Score -1440815 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1440905.500000 Penalty: 4609.020996
	Iteration 5Q: 3 clusters Score -1440906 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1440978.500000 Penalty: 4609.020996
	Iteration 6Q: 3 clusters Score -1440978 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1441048.000000 Penalty: 4609.020996
	Iteration 7Q: 3 clusters Score -1441048 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1441121.000000 Penalty: 4609.020996
	Iteration 8Q: 3 clusters Score -1441121 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1441210.125000 Penalty: 4609.020996
	Iteration 9Q: 3 clusters Score -1441210 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1441318.375000 Penalty: 4609.020996
	Iteration 10Q: 3 clusters Score -1441318 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1441441.000000 Penalty: 4609.020996
	Iteration 11Q: 3 clusters Score -1441441 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1441570.125000 Penalty: 4609.020996
	Iteration 12Q: 3 clusters Score -1441570 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1441718.125000 Penalty: 4609.020996
	Iteration 13Q: 3 clusters Score -1441718 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1441901.125000 Penalty: 4609.020996
	Iteration 14Q: 3 clusters Score -1441901 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1442144.625000 Penalty: 4609.020996
	Iteration 15Q: 3 clusters Score -1442145 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1442421.500000 Penalty: 4609.020996
	Iteration 16Q: 3 clusters Score -1442422 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1442725.000000 Penalty: 4609.020996
	Iteration 17Q: 3 clusters Score -1442725 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1443027.750000 Penalty: 4609.020996
	Iteration 18Q: 3 clusters Score -1443028 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1443314.750000 Penalty: 4609.020996
	Iteration 19Q: 3 clusters Score -1443315 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1443528.750000 Penalty: 4609.020996
	Iteration 20F: 3 clusters Score -1443529 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1443667.750000 Penalty: 4609.020996
	Iteration 21Q: 3 clusters Score -1443668 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1443779.875000 Penalty: 4609.020996
	Iteration 22Q: 3 clusters Score -1443780 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1443854.375000 Penalty: 4609.020996
	Iteration 23Q: 3 clusters Score -1443854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1443920.250000 Penalty: 4609.020996
	Iteration 24Q: 3 clusters Score -1443920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1443962.875000 Penalty: 4609.020996
	Iteration 25Q: 3 clusters Score -1443963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1443998.750000 Penalty: 4609.020996
	Iteration 26Q: 3 clusters Score -1443999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1444021.000000 Penalty: 4609.020996
	Iteration 27Q: 3 clusters Score -1444021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1444033.750000 Penalty: 4609.020996
	Iteration 28Q: 3 clusters Score -1444034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1444038.875000 Penalty: 4609.020996
	Iteration 29Q: 3 clusters Score -1444039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1444043.125000 Penalty: 4609.020996
	Iteration 30Q: 3 clusters Score -1444043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1444042.875000 Penalty: 4609.020996
	Iteration 31Q: 3 clusters Score -1444043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1444043.875000 Penalty: 4609.020996
	Iteration 32Q: 3 clusters Score -1444044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1444043.875000 Penalty: 4609.020996
	Iteration 33F: 3 clusters Score -1444044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -71002.070312 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -71002.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69302.484375 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -69302.48 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69517.312500 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -69517.31 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -69584.710938 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -69584.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69622.718750 Penalty: 3257.069580
	Iteration 3Q: 3 clusters Score -69622.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69640.453125 Penalty: 3257.069580
	Iteration 4Q: 3 clusters Score -69640.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69658.437500 Penalty: 3257.069580
	Iteration 5Q: 3 clusters Score -69658.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69672.453125 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -69672.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69681.007812 Penalty: 3257.069580
	Iteration 7Q: 3 clusters Score -69681.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69689.179688 Penalty: 3257.069580
	Iteration 8Q: 3 clusters Score -69689.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69698.289062 Penalty: 3257.069580
	Iteration 9Q: 3 clusters Score -69698.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69701.960938 Penalty: 3257.069580
	Iteration 10Q: 3 clusters Score -69701.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69709.937500 Penalty: 3257.069580
	Iteration 11Q: 3 clusters Score -69709.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69712.703125 Penalty: 3257.069580
	Iteration 12Q: 3 clusters Score -69712.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69713.945312 Penalty: 3257.069580
	Iteration 13Q: 3 clusters Score -69713.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69713.945312 Penalty: 3257.069580
	Iteration 14F: 3 clusters Score -69713.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (229861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229861 members 
Entering Unmasked Estep 
Score: -29954810.000000 Penalty: 3061.617188
	Iteration 0F: 2 clusters Score -2.995481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114946 members 
Mstep: Class 2 contains 114915 members 
Entering Unmasked Estep 
Score: -29806748.000000 Penalty: 6123.234375
	Iteration 0F: 3 clusters Score -2.980675e+07 nChanged 110530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116944 members 
Mstep: Class 2 contains 112917 members 
Entering Unmasked Estep 
Score: -29871418.000000 Penalty: 6123.234375
	Iteration 1F: 3 clusters Score -2.987142e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118277 members 
Mstep: Class 2 contains 111584 members 
Entering Unmasked Estep 
Score: -29872170.000000 Penalty: 6123.234375
	Iteration 2Q: 3 clusters Score -2.987217e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120263 members 
Mstep: Class 2 contains 109598 members 
Entering Unmasked Estep 
Score: -29873118.000000 Penalty: 6123.234375
	Iteration 3Q: 3 clusters Score -2.987312e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123378 members 
Mstep: Class 2 contains 106483 members 
Entering Unmasked Estep 
Score: -29874034.000000 Penalty: 6123.234375
	Iteration 4Q: 3 clusters Score -2.987403e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128108 members 
Mstep: Class 2 contains 101753 members 
Entering Unmasked Estep 
Score: -29875620.000000 Penalty: 6123.234375
	Iteration 5Q: 3 clusters Score -2.987562e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135231 members 
Mstep: Class 2 contains 94630 members 
Entering Unmasked Estep 
Score: -29878526.000000 Penalty: 6123.234375
	Iteration 6Q: 3 clusters Score -2.987853e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145699 members 
Mstep: Class 2 contains 84162 members 
Entering Unmasked Estep 
Score: -29883788.000000 Penalty: 6123.234375
	Iteration 7Q: 3 clusters Score -2.988379e+07 nChanged 14969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160538 members 
Mstep: Class 2 contains 69323 members 
Entering Unmasked Estep 
Score: -29893378.000000 Penalty: 6123.234375
	Iteration 8F: 3 clusters Score -2.989338e+07 nChanged 18752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179234 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -29908684.000000 Penalty: 6123.234375
	Iteration 9F: 3 clusters Score -2.990868e+07 nChanged 19333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198541 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -29925644.000000 Penalty: 6123.234375
	Iteration 10F: 3 clusters Score -2.992564e+07 nChanged 14654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213175 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -29938280.000000 Penalty: 6123.234375
	Iteration 11F: 3 clusters Score -2.993828e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221662 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -29945622.000000 Penalty: 6123.234375
	Iteration 12Q: 3 clusters Score -2.994562e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225885 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -29949046.000000 Penalty: 6123.234375
	Iteration 13Q: 3 clusters Score -2.994905e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227789 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -29950532.000000 Penalty: 6123.234375
	Iteration 14Q: 3 clusters Score -2.995053e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228608 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -29951356.000000 Penalty: 6123.234375
	Iteration 15Q: 3 clusters Score -2.995136e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228977 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -29951634.000000 Penalty: 6123.234375
	Iteration 16Q: 3 clusters Score -2.995163e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229153 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -29951782.000000 Penalty: 6123.234375
	Iteration 17Q: 3 clusters Score -2.995178e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229245 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -29951860.000000 Penalty: 6123.234375
	Iteration 18Q: 3 clusters Score -2.995186e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229307 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -29951908.000000 Penalty: 6123.234375
	Iteration 19Q: 3 clusters Score -2.995191e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229354 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -29952000.000000 Penalty: 6123.234375
	Iteration 20F: 3 clusters Score -2.9952e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229379 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -29951998.000000 Penalty: 6123.234375
	Iteration 21Q: 3 clusters Score -2.9952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229390 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -29952022.000000 Penalty: 6123.234375
	Iteration 22Q: 3 clusters Score -2.995202e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229405 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -29952038.000000 Penalty: 6123.234375
	Iteration 23Q: 3 clusters Score -2.995204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229415 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -29952060.000000 Penalty: 6123.234375
	Iteration 24Q: 3 clusters Score -2.995206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229426 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -29952082.000000 Penalty: 6123.234375
	Iteration 25Q: 3 clusters Score -2.995208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229435 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -29952114.000000 Penalty: 6123.234375
	Iteration 26Q: 3 clusters Score -2.995211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229440 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -29952104.000000 Penalty: 6123.234375
	Iteration 27Q: 3 clusters Score -2.99521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229444 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -29952116.000000 Penalty: 6123.234375
	Iteration 28Q: 3 clusters Score -2.995212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229454 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -29952090.000000 Penalty: 6123.234375
	Iteration 29Q: 3 clusters Score -2.995209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229457 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -29952088.000000 Penalty: 6123.234375
	Iteration 30Q: 3 clusters Score -2.995209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229464 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -29952118.000000 Penalty: 6123.234375
	Iteration 31Q: 3 clusters Score -2.995212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229468 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -29952126.000000 Penalty: 6123.234375
	Iteration 32Q: 3 clusters Score -2.995213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229471 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -29952126.000000 Penalty: 6123.234375
	Iteration 33Q: 3 clusters Score -2.995213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229471 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -29952132.000000 Penalty: 6123.234375
	Iteration 34Q: 3 clusters Score -2.995213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229472 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -29952120.000000 Penalty: 6123.234375
	Iteration 35Q: 3 clusters Score -2.995212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229472 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -29952134.000000 Penalty: 6123.234375
	Iteration 36Q: 3 clusters Score -2.995213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229472 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -29952134.000000 Penalty: 6123.234375
	Iteration 37F: 3 clusters Score -2.995213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Entering Unmasked Estep 
Score: -7848819.500000 Penalty: 2734.196533
	Iteration 0F: 2 clusters Score -7848820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -7807628.000000 Penalty: 5468.393066
	Iteration 0F: 3 clusters Score -7807628 nChanged 28590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -7823748.500000 Penalty: 5468.393066
	Iteration 1F: 3 clusters Score -7823748 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -7824309.500000 Penalty: 5468.393066
	Iteration 2Q: 3 clusters Score -7824310 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -7824847.500000 Penalty: 5468.393066
	Iteration 3Q: 3 clusters Score -7824848 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -7825328.000000 Penalty: 5468.393066
	Iteration 4Q: 3 clusters Score -7825328 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -7825829.500000 Penalty: 5468.393066
	Iteration 5Q: 3 clusters Score -7825830 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -7826390.000000 Penalty: 5468.393066
	Iteration 6Q: 3 clusters Score -7826390 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -7827170.500000 Penalty: 5468.393066
	Iteration 7Q: 3 clusters Score -7827170 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -7828147.000000 Penalty: 5468.393066
	Iteration 8Q: 3 clusters Score -7828147 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -7829365.500000 Penalty: 5468.393066
	Iteration 9Q: 3 clusters Score -7829366 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -7830971.000000 Penalty: 5468.393066
	Iteration 10Q: 3 clusters Score -7830971 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -7832688.500000 Penalty: 5468.393066
	Iteration 11Q: 3 clusters Score -7832688 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -7834336.000000 Penalty: 5468.393066
	Iteration 12Q: 3 clusters Score -7834336 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -7835342.000000 Penalty: 5468.393066
	Iteration 13Q: 3 clusters Score -7835342 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -7835984.000000 Penalty: 5468.393066
	Iteration 14Q: 3 clusters Score -7835984 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -7836324.500000 Penalty: 5468.393066
	Iteration 15Q: 3 clusters Score -7836324 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -7836568.000000 Penalty: 5468.393066
	Iteration 16Q: 3 clusters Score -7836568 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -7836707.000000 Penalty: 5468.393066
	Iteration 17Q: 3 clusters Score -7836707 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -7836895.500000 Penalty: 5468.393066
	Iteration 18Q: 3 clusters Score -7836896 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -7837053.000000 Penalty: 5468.393066
	Iteration 19Q: 3 clusters Score -7837053 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -7837200.000000 Penalty: 5468.393066
	Iteration 20F: 3 clusters Score -7837200 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -7837347.000000 Penalty: 5468.393066
	Iteration 21Q: 3 clusters Score -7837347 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -7837499.000000 Penalty: 5468.393066
	Iteration 22Q: 3 clusters Score -7837499 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -7837713.500000 Penalty: 5468.393066
	Iteration 23Q: 3 clusters Score -7837714 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -7837856.500000 Penalty: 5468.393066
	Iteration 24Q: 3 clusters Score -7837856 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -7838105.000000 Penalty: 5468.393066
	Iteration 25Q: 3 clusters Score -7838105 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -7838338.500000 Penalty: 5468.393066
	Iteration 26Q: 3 clusters Score -7838338 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -7838605.500000 Penalty: 5468.393066
	Iteration 27Q: 3 clusters Score -7838606 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -7838878.000000 Penalty: 5468.393066
	Iteration 28Q: 3 clusters Score -7838878 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -7839152.000000 Penalty: 5468.393066
	Iteration 29Q: 3 clusters Score -7839152 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -7839476.000000 Penalty: 5468.393066
	Iteration 30Q: 3 clusters Score -7839476 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -7839858.000000 Penalty: 5468.393066
	Iteration 31Q: 3 clusters Score -7839858 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -7840254.500000 Penalty: 5468.393066
	Iteration 32Q: 3 clusters Score -7840254 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -7840627.000000 Penalty: 5468.393066
	Iteration 33Q: 3 clusters Score -7840627 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -7841022.500000 Penalty: 5468.393066
	Iteration 34Q: 3 clusters Score -7841022 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -7841396.000000 Penalty: 5468.393066
	Iteration 35Q: 3 clusters Score -7841396 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -7841825.000000 Penalty: 5468.393066
	Iteration 36Q: 3 clusters Score -7841825 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -7842256.500000 Penalty: 5468.393066
	Iteration 37Q: 3 clusters Score -7842256 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -7842673.000000 Penalty: 5468.393066
	Iteration 38Q: 3 clusters Score -7842673 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -7843037.500000 Penalty: 5468.393066
	Iteration 39Q: 3 clusters Score -7843038 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -7843449.000000 Penalty: 5468.393066
	Iteration 40F: 3 clusters Score -7843449 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -7843837.000000 Penalty: 5468.393066
	Iteration 41Q: 3 clusters Score -7843837 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -7844156.500000 Penalty: 5468.393066
	Iteration 42Q: 3 clusters Score -7844156 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -7844464.500000 Penalty: 5468.393066
	Iteration 43Q: 3 clusters Score -7844464 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -7844670.500000 Penalty: 5468.393066
	Iteration 44Q: 3 clusters Score -7844670 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -7844912.000000 Penalty: 5468.393066
	Iteration 45Q: 3 clusters Score -7844912 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -7845163.000000 Penalty: 5468.393066
	Iteration 46Q: 3 clusters Score -7845163 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -7845375.000000 Penalty: 5468.393066
	Iteration 47Q: 3 clusters Score -7845375 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -7845535.500000 Penalty: 5468.393066
	Iteration 48Q: 3 clusters Score -7845536 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
Score: -7845660.000000 Penalty: 5468.393066
	Iteration 49Q: 3 clusters Score -7845660 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -7845765.000000 Penalty: 5468.393066
	Iteration 50Q: 3 clusters Score -7845765 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -7845877.000000 Penalty: 5468.393066
	Iteration 51Q: 3 clusters Score -7845877 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -7845975.000000 Penalty: 5468.393066
	Iteration 52Q: 3 clusters Score -7845975 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
Score: -7846057.500000 Penalty: 5468.393066
	Iteration 53Q: 3 clusters Score -7846058 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -7846132.500000 Penalty: 5468.393066
	Iteration 54Q: 3 clusters Score -7846132 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 59039 members 
Entering Unmasked Estep 
Score: -7846179.000000 Penalty: 5468.393066
	Iteration 55Q: 3 clusters Score -7846179 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 59180 members 
Entering Unmasked Estep 
Score: -7846253.000000 Penalty: 5468.393066
	Iteration 56Q: 3 clusters Score -7846253 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 59281 members 
Entering Unmasked Estep 
Score: -7846276.000000 Penalty: 5468.393066
	Iteration 57Q: 3 clusters Score -7846276 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 59362 members 
Entering Unmasked Estep 
Score: -7846311.500000 Penalty: 5468.393066
	Iteration 58Q: 3 clusters Score -7846312 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -7846337.000000 Penalty: 5468.393066
	Iteration 59Q: 3 clusters Score -7846337 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
Score: -7846370.000000 Penalty: 5468.393066
	Iteration 60F: 3 clusters Score -7846370 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 59583 members 
Entering Unmasked Estep 
Score: -7846393.500000 Penalty: 5468.393066
	Iteration 61Q: 3 clusters Score -7846394 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -7846440.000000 Penalty: 5468.393066
	Iteration 62Q: 3 clusters Score -7846440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -7846445.500000 Penalty: 5468.393066
	Iteration 63Q: 3 clusters Score -7846446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -7846444.000000 Penalty: 5468.393066
	Iteration 64Q: 3 clusters Score -7846444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 59741 members 
Entering Unmasked Estep 
Score: -7846457.500000 Penalty: 5468.393066
	Iteration 65Q: 3 clusters Score -7846458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -7846455.500000 Penalty: 5468.393066
	Iteration 66Q: 3 clusters Score -7846456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -7846478.500000 Penalty: 5468.393066
	Iteration 67Q: 3 clusters Score -7846478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -7846478.500000 Penalty: 5468.393066
	Iteration 68Q: 3 clusters Score -7846478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -7846486.000000 Penalty: 5468.393066
	Iteration 69Q: 3 clusters Score -7846486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 59840 members 
Entering Unmasked Estep 
Score: -7846501.000000 Penalty: 5468.393066
	Iteration 70Q: 3 clusters Score -7846501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 59845 members 
Entering Unmasked Estep 
Score: -7846498.500000 Penalty: 5468.393066
	Iteration 71Q: 3 clusters Score -7846498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -7846496.500000 Penalty: 5468.393066
	Iteration 72Q: 3 clusters Score -7846496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -7846504.500000 Penalty: 5468.393066
	Iteration 73Q: 3 clusters Score -7846504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 59866 members 
Entering Unmasked Estep 
Score: -7846506.500000 Penalty: 5468.393066
	Iteration 74Q: 3 clusters Score -7846506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -7846529.000000 Penalty: 5468.393066
	Iteration 75Q: 3 clusters Score -7846529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -7846538.000000 Penalty: 5468.393066
	Iteration 76Q: 3 clusters Score -7846538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 59894 members 
Entering Unmasked Estep 
Score: -7846539.500000 Penalty: 5468.393066
	Iteration 77Q: 3 clusters Score -7846540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -7846534.500000 Penalty: 5468.393066
	Iteration 78Q: 3 clusters Score -7846534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -7846539.000000 Penalty: 5468.393066
	Iteration 79Q: 3 clusters Score -7846539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -7846525.500000 Penalty: 5468.393066
	Iteration 80F: 3 clusters Score -7846526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -7846533.500000 Penalty: 5468.393066
	Iteration 81Q: 3 clusters Score -7846534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -7846546.500000 Penalty: 5468.393066
	Iteration 82Q: 3 clusters Score -7846546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -7846550.000000 Penalty: 5468.393066
	Iteration 83Q: 3 clusters Score -7846550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -7846546.500000 Penalty: 5468.393066
	Iteration 84Q: 3 clusters Score -7846546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -7846549.000000 Penalty: 5468.393066
	Iteration 85Q: 3 clusters Score -7846549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 59999 members 
Entering Unmasked Estep 
Score: -7846554.000000 Penalty: 5468.393066
	Iteration 86Q: 3 clusters Score -7846554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -7846559.000000 Penalty: 5468.393066
	Iteration 87Q: 3 clusters Score -7846559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 60017 members 
Entering Unmasked Estep 
Score: -7846563.000000 Penalty: 5468.393066
	Iteration 88Q: 3 clusters Score -7846563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
Score: -7846566.500000 Penalty: 5468.393066
	Iteration 89Q: 3 clusters Score -7846566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -7846570.500000 Penalty: 5468.393066
	Iteration 90Q: 3 clusters Score -7846570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -7846568.500000 Penalty: 5468.393066
	Iteration 91Q: 3 clusters Score -7846568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 60031 members 
Entering Unmasked Estep 
Score: -7846573.500000 Penalty: 5468.393066
	Iteration 92Q: 3 clusters Score -7846574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
Score: -7846567.000000 Penalty: 5468.393066
	Iteration 93Q: 3 clusters Score -7846567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 60038 members 
Entering Unmasked Estep 
Score: -7846560.000000 Penalty: 5468.393066
	Iteration 94Q: 3 clusters Score -7846560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -7846561.500000 Penalty: 5468.393066
	Iteration 95Q: 3 clusters Score -7846562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
Score: -7846559.000000 Penalty: 5468.393066
	Iteration 96Q: 3 clusters Score -7846559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
Score: -7846559.000000 Penalty: 5468.393066
	Iteration 97F: 3 clusters Score -7846559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Entering Unmasked Estep 
Score: -2535642.000000 Penalty: 2459.010986
	Iteration 0F: 2 clusters Score -2535642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2521376.000000 Penalty: 4918.021973
	Iteration 0F: 3 clusters Score -2521376 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2526231.750000 Penalty: 4918.021973
	Iteration 1F: 3 clusters Score -2526232 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2526693.250000 Penalty: 4918.021973
	Iteration 2F: 3 clusters Score -2526693 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2527143.000000 Penalty: 4918.021973
	Iteration 3F: 3 clusters Score -2527143 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2527597.250000 Penalty: 4918.021973
	Iteration 4Q: 3 clusters Score -2527597 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2528163.000000 Penalty: 4918.021973
	Iteration 5F: 3 clusters Score -2528163 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2528871.250000 Penalty: 4918.021973
	Iteration 6F: 3 clusters Score -2528871 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2529649.250000 Penalty: 4918.021973
	Iteration 7F: 3 clusters Score -2529649 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2530382.750000 Penalty: 4918.021973
	Iteration 8F: 3 clusters Score -2530383 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2530945.000000 Penalty: 4918.021973
	Iteration 9Q: 3 clusters Score -2530945 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2531353.500000 Penalty: 4918.021973
	Iteration 10Q: 3 clusters Score -2531354 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2531614.750000 Penalty: 4918.021973
	Iteration 11Q: 3 clusters Score -2531615 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2531877.250000 Penalty: 4918.021973
	Iteration 12Q: 3 clusters Score -2531877 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2532139.500000 Penalty: 4918.021973
	Iteration 13Q: 3 clusters Score -2532140 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2532366.250000 Penalty: 4918.021973
	Iteration 14Q: 3 clusters Score -2532366 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2532608.750000 Penalty: 4918.021973
	Iteration 15Q: 3 clusters Score -2532609 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2532807.250000 Penalty: 4918.021973
	Iteration 16Q: 3 clusters Score -2532807 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2532951.250000 Penalty: 4918.021973
	Iteration 17Q: 3 clusters Score -2532951 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2533092.250000 Penalty: 4918.021973
	Iteration 18Q: 3 clusters Score -2533092 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2533214.000000 Penalty: 4918.021973
	Iteration 19Q: 3 clusters Score -2533214 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2533307.000000 Penalty: 4918.021973
	Iteration 20F: 3 clusters Score -2533307 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2533385.500000 Penalty: 4918.021973
	Iteration 21Q: 3 clusters Score -2533386 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2533469.750000 Penalty: 4918.021973
	Iteration 22Q: 3 clusters Score -2533470 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2533541.000000 Penalty: 4918.021973
	Iteration 23Q: 3 clusters Score -2533541 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2533593.000000 Penalty: 4918.021973
	Iteration 24Q: 3 clusters Score -2533593 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2533632.000000 Penalty: 4918.021973
	Iteration 25Q: 3 clusters Score -2533632 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2533659.500000 Penalty: 4918.021973
	Iteration 26Q: 3 clusters Score -2533660 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2533692.500000 Penalty: 4918.021973
	Iteration 27Q: 3 clusters Score -2533692 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2533719.250000 Penalty: 4918.021973
	Iteration 28Q: 3 clusters Score -2533719 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2533739.000000 Penalty: 4918.021973
	Iteration 29Q: 3 clusters Score -2533739 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2533766.250000 Penalty: 4918.021973
	Iteration 30Q: 3 clusters Score -2533766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2533782.750000 Penalty: 4918.021973
	Iteration 31Q: 3 clusters Score -2533783 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2533793.750000 Penalty: 4918.021973
	Iteration 32Q: 3 clusters Score -2533794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2533801.000000 Penalty: 4918.021973
	Iteration 33Q: 3 clusters Score -2533801 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2533807.500000 Penalty: 4918.021973
	Iteration 34Q: 3 clusters Score -2533808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2533822.000000 Penalty: 4918.021973
	Iteration 35Q: 3 clusters Score -2533822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2533835.250000 Penalty: 4918.021973
	Iteration 36Q: 3 clusters Score -2533835 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2533847.250000 Penalty: 4918.021973
	Iteration 37Q: 3 clusters Score -2533847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2533853.500000 Penalty: 4918.021973
	Iteration 38Q: 3 clusters Score -2533854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2533858.750000 Penalty: 4918.021973
	Iteration 39Q: 3 clusters Score -2533859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2533863.000000 Penalty: 4918.021973
	Iteration 40F: 3 clusters Score -2533863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2533862.750000 Penalty: 4918.021973
	Iteration 41Q: 3 clusters Score -2533863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2533860.750000 Penalty: 4918.021973
	Iteration 42Q: 3 clusters Score -2533861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2533864.250000 Penalty: 4918.021973
	Iteration 43Q: 3 clusters Score -2533864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2533871.500000 Penalty: 4918.021973
	Iteration 44Q: 3 clusters Score -2533872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2533874.000000 Penalty: 4918.021973
	Iteration 45Q: 3 clusters Score -2533874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2533880.500000 Penalty: 4918.021973
	Iteration 46Q: 3 clusters Score -2533880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2533881.000000 Penalty: 4918.021973
	Iteration 47Q: 3 clusters Score -2533881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2533888.750000 Penalty: 4918.021973
	Iteration 48Q: 3 clusters Score -2533889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2533892.750000 Penalty: 4918.021973
	Iteration 49Q: 3 clusters Score -2533893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2533892.250000 Penalty: 4918.021973
	Iteration 50Q: 3 clusters Score -2533892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2533895.250000 Penalty: 4918.021973
	Iteration 51Q: 3 clusters Score -2533895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2533890.500000 Penalty: 4918.021973
	Iteration 52Q: 3 clusters Score -2533890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2533889.750000 Penalty: 4918.021973
	Iteration 53Q: 3 clusters Score -2533890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2533894.000000 Penalty: 4918.021973
	Iteration 54Q: 3 clusters Score -2533894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2533894.250000 Penalty: 4918.021973
	Iteration 55Q: 3 clusters Score -2533894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2533899.500000 Penalty: 4918.021973
	Iteration 56Q: 3 clusters Score -2533900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2533902.000000 Penalty: 4918.021973
	Iteration 57Q: 3 clusters Score -2533902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2533906.250000 Penalty: 4918.021973
	Iteration 58Q: 3 clusters Score -2533906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2533908.500000 Penalty: 4918.021973
	Iteration 59Q: 3 clusters Score -2533908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2533910.250000 Penalty: 4918.021973
	Iteration 60F: 3 clusters Score -2533910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2533908.250000 Penalty: 4918.021973
	Iteration 61Q: 3 clusters Score -2533908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2533911.500000 Penalty: 4918.021973
	Iteration 62Q: 3 clusters Score -2533912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2533911.500000 Penalty: 4918.021973
	Iteration 63Q: 3 clusters Score -2533912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2533911.500000 Penalty: 4918.021973
	Iteration 64F: 3 clusters Score -2533912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -87734.601562 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -87734.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -86191.234375 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -86191.23 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -86864.554688 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -86864.55 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -87117.320312 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -87117.32 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -87418.617188 Penalty: 3320.502686
	Iteration 3F: 3 clusters Score -87418.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -87834.335938 Penalty: 3320.502686
	Iteration 4F: 3 clusters Score -87834.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -88012.289062 Penalty: 3320.502686
	Iteration 5Q: 3 clusters Score -88012.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -88071.921875 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -88071.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -88085.554688 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -88085.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -88099.164062 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -88099.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -88103.023438 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -88103.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -88104.937500 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -88104.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -88104.937500 Penalty: 3320.502686
	Iteration 11F: 3 clusters Score -88104.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36868 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 176982 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42070 members 
Mstep: Class 15 contains 10855 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229861 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 180 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14336 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 628 members 
Entering Unmasked Estep 
Score: -90835384.000000 Penalty: 86934.414062
Splitting cluster 20 changes total score from -90836704.000000 to -90835384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Entering Unmasked Estep 
Score: -1259222.875000 Penalty: 2271.391357
	Iteration 0F: 2 clusters Score -1259223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1251866.125000 Penalty: 4542.782715
	Iteration 0F: 3 clusters Score -1251866 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1254014.000000 Penalty: 4542.782715
	Iteration 1F: 3 clusters Score -1254014 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1254310.375000 Penalty: 4542.782715
	Iteration 2F: 3 clusters Score -1254310 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1254503.000000 Penalty: 4542.782715
	Iteration 3Q: 3 clusters Score -1254503 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1254630.250000 Penalty: 4542.782715
	Iteration 4Q: 3 clusters Score -1254630 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1254743.875000 Penalty: 4542.782715
	Iteration 5Q: 3 clusters Score -1254744 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1254851.750000 Penalty: 4542.782715
	Iteration 6Q: 3 clusters Score -1254852 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1254953.250000 Penalty: 4542.782715
	Iteration 7Q: 3 clusters Score -1254953 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1255059.250000 Penalty: 4542.782715
	Iteration 8Q: 3 clusters Score -1255059 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1255155.500000 Penalty: 4542.782715
	Iteration 9Q: 3 clusters Score -1255156 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1255263.250000 Penalty: 4542.782715
	Iteration 10Q: 3 clusters Score -1255263 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1255377.750000 Penalty: 4542.782715
	Iteration 11Q: 3 clusters Score -1255378 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1255530.750000 Penalty: 4542.782715
	Iteration 12Q: 3 clusters Score -1255531 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1255697.000000 Penalty: 4542.782715
	Iteration 13Q: 3 clusters Score -1255697 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1255906.875000 Penalty: 4542.782715
	Iteration 14Q: 3 clusters Score -1255907 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1256116.250000 Penalty: 4542.782715
	Iteration 15Q: 3 clusters Score -1256116 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1256327.750000 Penalty: 4542.782715
	Iteration 16Q: 3 clusters Score -1256328 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1256486.875000 Penalty: 4542.782715
	Iteration 17Q: 3 clusters Score -1256487 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1256629.125000 Penalty: 4542.782715
	Iteration 18Q: 3 clusters Score -1256629 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1256721.875000 Penalty: 4542.782715
	Iteration 19Q: 3 clusters Score -1256722 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1256786.875000 Penalty: 4542.782715
	Iteration 20F: 3 clusters Score -1256787 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1256830.625000 Penalty: 4542.782715
	Iteration 21Q: 3 clusters Score -1256831 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1256869.750000 Penalty: 4542.782715
	Iteration 22Q: 3 clusters Score -1256870 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1256911.250000 Penalty: 4542.782715
	Iteration 23Q: 3 clusters Score -1256911 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1256935.625000 Penalty: 4542.782715
	Iteration 24Q: 3 clusters Score -1256936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1256961.250000 Penalty: 4542.782715
	Iteration 25Q: 3 clusters Score -1256961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1256982.375000 Penalty: 4542.782715
	Iteration 26Q: 3 clusters Score -1256982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1256997.500000 Penalty: 4542.782715
	Iteration 27Q: 3 clusters Score -1256998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1257007.875000 Penalty: 4542.782715
	Iteration 28Q: 3 clusters Score -1257008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1257017.375000 Penalty: 4542.782715
	Iteration 29Q: 3 clusters Score -1257017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1257030.500000 Penalty: 4542.782715
	Iteration 30Q: 3 clusters Score -1257030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1257045.125000 Penalty: 4542.782715
	Iteration 31Q: 3 clusters Score -1257045 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1257060.125000 Penalty: 4542.782715
	Iteration 32Q: 3 clusters Score -1257060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1257069.375000 Penalty: 4542.782715
	Iteration 33Q: 3 clusters Score -1257069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1257074.625000 Penalty: 4542.782715
	Iteration 34Q: 3 clusters Score -1257075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1257082.750000 Penalty: 4542.782715
	Iteration 35Q: 3 clusters Score -1257083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1257095.375000 Penalty: 4542.782715
	Iteration 36Q: 3 clusters Score -1257095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1257103.875000 Penalty: 4542.782715
	Iteration 37Q: 3 clusters Score -1257104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1257110.375000 Penalty: 4542.782715
	Iteration 38Q: 3 clusters Score -1257110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1257114.625000 Penalty: 4542.782715
	Iteration 39Q: 3 clusters Score -1257115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1257123.000000 Penalty: 4542.782715
	Iteration 40F: 3 clusters Score -1257123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1257123.000000 Penalty: 4542.782715
	Iteration 41Q: 3 clusters Score -1257123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1257135.500000 Penalty: 4542.782715
	Iteration 42Q: 3 clusters Score -1257136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1257140.750000 Penalty: 4542.782715
	Iteration 43Q: 3 clusters Score -1257141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1257143.125000 Penalty: 4542.782715
	Iteration 44Q: 3 clusters Score -1257143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1257148.125000 Penalty: 4542.782715
	Iteration 45Q: 3 clusters Score -1257148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1257152.375000 Penalty: 4542.782715
	Iteration 46Q: 3 clusters Score -1257152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1257157.250000 Penalty: 4542.782715
	Iteration 47Q: 3 clusters Score -1257157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1257161.125000 Penalty: 4542.782715
	Iteration 48Q: 3 clusters Score -1257161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1257161.750000 Penalty: 4542.782715
	Iteration 49Q: 3 clusters Score -1257162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1257162.500000 Penalty: 4542.782715
	Iteration 50Q: 3 clusters Score -1257162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1257164.125000 Penalty: 4542.782715
	Iteration 51Q: 3 clusters Score -1257164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1257164.125000 Penalty: 4542.782715
	Iteration 52F: 3 clusters Score -1257164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Entering Unmasked Estep 
Score: -970902.562500 Penalty: 2245.546143
	Iteration 0F: 2 clusters Score -970902.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -964193.687500 Penalty: 4491.092285
	Iteration 0F: 3 clusters Score -964193.7 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -966163.312500 Penalty: 4491.092285
	Iteration 1F: 3 clusters Score -966163.3 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -966587.500000 Penalty: 4491.092285
	Iteration 2F: 3 clusters Score -966587.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -966968.562500 Penalty: 4491.092285
	Iteration 3F: 3 clusters Score -966968.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -967313.562500 Penalty: 4491.092285
	Iteration 4F: 3 clusters Score -967313.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -967634.875000 Penalty: 4491.092285
	Iteration 5Q: 3 clusters Score -967634.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -967884.625000 Penalty: 4491.092285
	Iteration 6Q: 3 clusters Score -967884.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -968110.875000 Penalty: 4491.092285
	Iteration 7Q: 3 clusters Score -968110.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -968290.875000 Penalty: 4491.092285
	Iteration 8Q: 3 clusters Score -968290.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -968433.187500 Penalty: 4491.092285
	Iteration 9Q: 3 clusters Score -968433.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -968544.937500 Penalty: 4491.092285
	Iteration 10Q: 3 clusters Score -968544.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -968636.562500 Penalty: 4491.092285
	Iteration 11Q: 3 clusters Score -968636.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -968733.312500 Penalty: 4491.092285
	Iteration 12Q: 3 clusters Score -968733.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -968825.312500 Penalty: 4491.092285
	Iteration 13Q: 3 clusters Score -968825.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -968906.500000 Penalty: 4491.092285
	Iteration 14Q: 3 clusters Score -968906.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -968977.000000 Penalty: 4491.092285
	Iteration 15Q: 3 clusters Score -968977 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -969046.375000 Penalty: 4491.092285
	Iteration 16Q: 3 clusters Score -969046.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -969110.125000 Penalty: 4491.092285
	Iteration 17Q: 3 clusters Score -969110.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -969162.687500 Penalty: 4491.092285
	Iteration 18Q: 3 clusters Score -969162.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -969205.562500 Penalty: 4491.092285
	Iteration 19Q: 3 clusters Score -969205.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -969248.125000 Penalty: 4491.092285
	Iteration 20F: 3 clusters Score -969248.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -969300.875000 Penalty: 4491.092285
	Iteration 21Q: 3 clusters Score -969300.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -969356.750000 Penalty: 4491.092285
	Iteration 22Q: 3 clusters Score -969356.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -969424.312500 Penalty: 4491.092285
	Iteration 23Q: 3 clusters Score -969424.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -969522.812500 Penalty: 4491.092285
	Iteration 24Q: 3 clusters Score -969522.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -969668.875000 Penalty: 4491.092285
	Iteration 25Q: 3 clusters Score -969668.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -969869.187500 Penalty: 4491.092285
	Iteration 26Q: 3 clusters Score -969869.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -970140.000000 Penalty: 4491.092285
	Iteration 27Q: 3 clusters Score -970140 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -970373.750000 Penalty: 4491.092285
	Iteration 28Q: 3 clusters Score -970373.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -970515.500000 Penalty: 4491.092285
	Iteration 29Q: 3 clusters Score -970515.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -970587.437500 Penalty: 4491.092285
	Iteration 30Q: 3 clusters Score -970587.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -970622.000000 Penalty: 4491.092285
	Iteration 31Q: 3 clusters Score -970622 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -970649.125000 Penalty: 4491.092285
	Iteration 32Q: 3 clusters Score -970649.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -970662.062500 Penalty: 4491.092285
	Iteration 33Q: 3 clusters Score -970662.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -970671.750000 Penalty: 4491.092285
	Iteration 34Q: 3 clusters Score -970671.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -970673.687500 Penalty: 4491.092285
	Iteration 35Q: 3 clusters Score -970673.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -970676.062500 Penalty: 4491.092285
	Iteration 36Q: 3 clusters Score -970676.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -970680.000000 Penalty: 4491.092285
	Iteration 37Q: 3 clusters Score -970680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -970680.437500 Penalty: 4491.092285
	Iteration 38Q: 3 clusters Score -970680.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -970682.437500 Penalty: 4491.092285
	Iteration 39Q: 3 clusters Score -970682.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -970680.562500 Penalty: 4491.092285
	Iteration 40F: 3 clusters Score -970680.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -970679.687500 Penalty: 4491.092285
	Iteration 41Q: 3 clusters Score -970679.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -970680.937500 Penalty: 4491.092285
	Iteration 42Q: 3 clusters Score -970680.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -970680.937500 Penalty: 4491.092285
	Iteration 43F: 3 clusters Score -970680.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -735448.937500 Penalty: 2152.131836
	Iteration 0F: 2 clusters Score -735448.9 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 2947 members 
Entering Unmasked Estep 
Score: -730353.812500 Penalty: 4304.263672
	Iteration 0F: 3 clusters Score -730353.8 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -731835.562500 Penalty: 4304.263672
	Iteration 1F: 3 clusters Score -731835.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -732345.312500 Penalty: 4304.263672
	Iteration 2F: 3 clusters Score -732345.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -732765.312500 Penalty: 4304.263672
	Iteration 3F: 3 clusters Score -732765.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -733064.312500 Penalty: 4304.263672
	Iteration 4F: 3 clusters Score -733064.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -733321.312500 Penalty: 4304.263672
	Iteration 5F: 3 clusters Score -733321.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -733543.625000 Penalty: 4304.263672
	Iteration 6F: 3 clusters Score -733543.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -733692.500000 Penalty: 4304.263672
	Iteration 7Q: 3 clusters Score -733692.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -733776.187500 Penalty: 4304.263672
	Iteration 8Q: 3 clusters Score -733776.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -733846.000000 Penalty: 4304.263672
	Iteration 9Q: 3 clusters Score -733846 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -733897.312500 Penalty: 4304.263672
	Iteration 10Q: 3 clusters Score -733897.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -733939.625000 Penalty: 4304.263672
	Iteration 11Q: 3 clusters Score -733939.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -733980.812500 Penalty: 4304.263672
	Iteration 12Q: 3 clusters Score -733980.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -734017.062500 Penalty: 4304.263672
	Iteration 13Q: 3 clusters Score -734017.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -734036.250000 Penalty: 4304.263672
	Iteration 14Q: 3 clusters Score -734036.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -734054.875000 Penalty: 4304.263672
	Iteration 15Q: 3 clusters Score -734054.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -734072.937500 Penalty: 4304.263672
	Iteration 16Q: 3 clusters Score -734072.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -734083.187500 Penalty: 4304.263672
	Iteration 17Q: 3 clusters Score -734083.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -734093.812500 Penalty: 4304.263672
	Iteration 18Q: 3 clusters Score -734093.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -734098.750000 Penalty: 4304.263672
	Iteration 19Q: 3 clusters Score -734098.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -734105.875000 Penalty: 4304.263672
	Iteration 20F: 3 clusters Score -734105.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -734111.125000 Penalty: 4304.263672
	Iteration 21Q: 3 clusters Score -734111.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -734114.500000 Penalty: 4304.263672
	Iteration 22Q: 3 clusters Score -734114.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -734119.375000 Penalty: 4304.263672
	Iteration 23Q: 3 clusters Score -734119.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -734127.000000 Penalty: 4304.263672
	Iteration 24Q: 3 clusters Score -734127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -734132.187500 Penalty: 4304.263672
	Iteration 25Q: 3 clusters Score -734132.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -734136.375000 Penalty: 4304.263672
	Iteration 26Q: 3 clusters Score -734136.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -734141.437500 Penalty: 4304.263672
	Iteration 27Q: 3 clusters Score -734141.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -734142.312500 Penalty: 4304.263672
	Iteration 28Q: 3 clusters Score -734142.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -734145.062500 Penalty: 4304.263672
	Iteration 29Q: 3 clusters Score -734145.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -734146.562500 Penalty: 4304.263672
	Iteration 30Q: 3 clusters Score -734146.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -734149.500000 Penalty: 4304.263672
	Iteration 31Q: 3 clusters Score -734149.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -734149.937500 Penalty: 4304.263672
	Iteration 32Q: 3 clusters Score -734149.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -734151.312500 Penalty: 4304.263672
	Iteration 33Q: 3 clusters Score -734151.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -734154.125000 Penalty: 4304.263672
	Iteration 34Q: 3 clusters Score -734154.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -734156.437500 Penalty: 4304.263672
	Iteration 35Q: 3 clusters Score -734156.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -734158.312500 Penalty: 4304.263672
	Iteration 36Q: 3 clusters Score -734158.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -734158.375000 Penalty: 4304.263672
	Iteration 37Q: 3 clusters Score -734158.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -734161.437500 Penalty: 4304.263672
	Iteration 38Q: 3 clusters Score -734161.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -734163.750000 Penalty: 4304.263672
	Iteration 39Q: 3 clusters Score -734163.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -734165.812500 Penalty: 4304.263672
	Iteration 40F: 3 clusters Score -734165.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -734165.750000 Penalty: 4304.263672
	Iteration 41Q: 3 clusters Score -734165.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -734164.812500 Penalty: 4304.263672
	Iteration 42Q: 3 clusters Score -734164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -734165.312500 Penalty: 4304.263672
	Iteration 43Q: 3 clusters Score -734165.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -734168.812500 Penalty: 4304.263672
	Iteration 44Q: 3 clusters Score -734168.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -734170.062500 Penalty: 4304.263672
	Iteration 45Q: 3 clusters Score -734170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -734171.000000 Penalty: 4304.263672
	Iteration 46Q: 3 clusters Score -734171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -734172.375000 Penalty: 4304.263672
	Iteration 47Q: 3 clusters Score -734172.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -734172.062500 Penalty: 4304.263672
	Iteration 48Q: 3 clusters Score -734172.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -734174.000000 Penalty: 4304.263672
	Iteration 49Q: 3 clusters Score -734174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -734176.062500 Penalty: 4304.263672
	Iteration 50Q: 3 clusters Score -734176.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -734175.875000 Penalty: 4304.263672
	Iteration 51Q: 3 clusters Score -734175.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -734178.062500 Penalty: 4304.263672
	Iteration 52Q: 3 clusters Score -734178.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -734178.812500 Penalty: 4304.263672
	Iteration 53Q: 3 clusters Score -734178.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -734180.937500 Penalty: 4304.263672
	Iteration 54Q: 3 clusters Score -734180.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -734181.187500 Penalty: 4304.263672
	Iteration 55Q: 3 clusters Score -734181.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -734181.187500 Penalty: 4304.263672
	Iteration 56F: 3 clusters Score -734181.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Entering Unmasked Estep 
Score: -1873064.875000 Penalty: 2373.491211
	Iteration 0F: 2 clusters Score -1873065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1862616.375000 Penalty: 4746.982422
	Iteration 0F: 3 clusters Score -1862616 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1865801.500000 Penalty: 4746.982422
	Iteration 1F: 3 clusters Score -1865802 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1866171.875000 Penalty: 4746.982422
	Iteration 2F: 3 clusters Score -1866172 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1866500.250000 Penalty: 4746.982422
	Iteration 3F: 3 clusters Score -1866500 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1866805.250000 Penalty: 4746.982422
	Iteration 4Q: 3 clusters Score -1866805 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1867087.375000 Penalty: 4746.982422
	Iteration 5Q: 3 clusters Score -1867087 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1867406.625000 Penalty: 4746.982422
	Iteration 6Q: 3 clusters Score -1867407 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1867758.000000 Penalty: 4746.982422
	Iteration 7Q: 3 clusters Score -1867758 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1868105.375000 Penalty: 4746.982422
	Iteration 8Q: 3 clusters Score -1868105 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1868455.375000 Penalty: 4746.982422
	Iteration 9Q: 3 clusters Score -1868455 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1868736.125000 Penalty: 4746.982422
	Iteration 10Q: 3 clusters Score -1868736 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1868954.625000 Penalty: 4746.982422
	Iteration 11Q: 3 clusters Score -1868955 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1869151.875000 Penalty: 4746.982422
	Iteration 12Q: 3 clusters Score -1869152 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1869322.625000 Penalty: 4746.982422
	Iteration 13Q: 3 clusters Score -1869323 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1869449.875000 Penalty: 4746.982422
	Iteration 14Q: 3 clusters Score -1869450 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1869601.125000 Penalty: 4746.982422
	Iteration 15Q: 3 clusters Score -1869601 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1869762.750000 Penalty: 4746.982422
	Iteration 16Q: 3 clusters Score -1869763 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1869909.625000 Penalty: 4746.982422
	Iteration 17Q: 3 clusters Score -1869910 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1870037.000000 Penalty: 4746.982422
	Iteration 18Q: 3 clusters Score -1870037 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1870117.250000 Penalty: 4746.982422
	Iteration 19Q: 3 clusters Score -1870117 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1870187.125000 Penalty: 4746.982422
	Iteration 20F: 3 clusters Score -1870187 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1870246.000000 Penalty: 4746.982422
	Iteration 21Q: 3 clusters Score -1870246 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1870290.500000 Penalty: 4746.982422
	Iteration 22Q: 3 clusters Score -1870290 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1870329.125000 Penalty: 4746.982422
	Iteration 23Q: 3 clusters Score -1870329 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1870353.875000 Penalty: 4746.982422
	Iteration 24Q: 3 clusters Score -1870354 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1870392.250000 Penalty: 4746.982422
	Iteration 25Q: 3 clusters Score -1870392 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1870422.750000 Penalty: 4746.982422
	Iteration 26Q: 3 clusters Score -1870423 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1870448.875000 Penalty: 4746.982422
	Iteration 27Q: 3 clusters Score -1870449 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1870486.375000 Penalty: 4746.982422
	Iteration 28Q: 3 clusters Score -1870486 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1870512.500000 Penalty: 4746.982422
	Iteration 29Q: 3 clusters Score -1870512 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1870549.875000 Penalty: 4746.982422
	Iteration 30Q: 3 clusters Score -1870550 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1870576.000000 Penalty: 4746.982422
	Iteration 31Q: 3 clusters Score -1870576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1870592.500000 Penalty: 4746.982422
	Iteration 32Q: 3 clusters Score -1870592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1870612.500000 Penalty: 4746.982422
	Iteration 33Q: 3 clusters Score -1870612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1870633.875000 Penalty: 4746.982422
	Iteration 34Q: 3 clusters Score -1870634 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1870657.000000 Penalty: 4746.982422
	Iteration 35Q: 3 clusters Score -1870657 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1870678.875000 Penalty: 4746.982422
	Iteration 36Q: 3 clusters Score -1870679 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1870697.750000 Penalty: 4746.982422
	Iteration 37Q: 3 clusters Score -1870698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1870706.500000 Penalty: 4746.982422
	Iteration 38Q: 3 clusters Score -1870706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1870720.250000 Penalty: 4746.982422
	Iteration 39Q: 3 clusters Score -1870720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1870734.250000 Penalty: 4746.982422
	Iteration 40F: 3 clusters Score -1870734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1870747.875000 Penalty: 4746.982422
	Iteration 41Q: 3 clusters Score -1870748 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1870769.625000 Penalty: 4746.982422
	Iteration 42Q: 3 clusters Score -1870770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1870780.750000 Penalty: 4746.982422
	Iteration 43Q: 3 clusters Score -1870781 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1870796.625000 Penalty: 4746.982422
	Iteration 44Q: 3 clusters Score -1870797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1870808.625000 Penalty: 4746.982422
	Iteration 45Q: 3 clusters Score -1870809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1870812.500000 Penalty: 4746.982422
	Iteration 46Q: 3 clusters Score -1870812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1870825.750000 Penalty: 4746.982422
	Iteration 47Q: 3 clusters Score -1870826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1870830.375000 Penalty: 4746.982422
	Iteration 48Q: 3 clusters Score -1870830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1870836.250000 Penalty: 4746.982422
	Iteration 49Q: 3 clusters Score -1870836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1870836.125000 Penalty: 4746.982422
	Iteration 50Q: 3 clusters Score -1870836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1870842.125000 Penalty: 4746.982422
	Iteration 51Q: 3 clusters Score -1870842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1870848.500000 Penalty: 4746.982422
	Iteration 52Q: 3 clusters Score -1870848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1870856.250000 Penalty: 4746.982422
	Iteration 53Q: 3 clusters Score -1870856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1870860.750000 Penalty: 4746.982422
	Iteration 54Q: 3 clusters Score -1870861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1870866.625000 Penalty: 4746.982422
	Iteration 55Q: 3 clusters Score -1870867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1870873.625000 Penalty: 4746.982422
	Iteration 56Q: 3 clusters Score -1870874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1870878.250000 Penalty: 4746.982422
	Iteration 57Q: 3 clusters Score -1870878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1870875.875000 Penalty: 4746.982422
	Iteration 58Q: 3 clusters Score -1870876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1870880.750000 Penalty: 4746.982422
	Iteration 59Q: 3 clusters Score -1870881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1870889.500000 Penalty: 4746.982422
	Iteration 60F: 3 clusters Score -1870890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1870887.375000 Penalty: 4746.982422
	Iteration 61Q: 3 clusters Score -1870887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1870897.250000 Penalty: 4746.982422
	Iteration 62Q: 3 clusters Score -1870897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1870893.625000 Penalty: 4746.982422
	Iteration 63Q: 3 clusters Score -1870894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1870892.875000 Penalty: 4746.982422
	Iteration 64Q: 3 clusters Score -1870893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1870900.250000 Penalty: 4746.982422
	Iteration 65Q: 3 clusters Score -1870900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1870899.500000 Penalty: 4746.982422
	Iteration 66Q: 3 clusters Score -1870900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1870903.875000 Penalty: 4746.982422
	Iteration 67Q: 3 clusters Score -1870904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1870910.750000 Penalty: 4746.982422
	Iteration 68Q: 3 clusters Score -1870911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1870912.750000 Penalty: 4746.982422
	Iteration 69Q: 3 clusters Score -1870913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1870911.125000 Penalty: 4746.982422
	Iteration 70Q: 3 clusters Score -1870911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1870915.875000 Penalty: 4746.982422
	Iteration 71Q: 3 clusters Score -1870916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1870913.125000 Penalty: 4746.982422
	Iteration 72Q: 3 clusters Score -1870913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1870914.750000 Penalty: 4746.982422
	Iteration 73Q: 3 clusters Score -1870915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1870911.375000 Penalty: 4746.982422
	Iteration 74Q: 3 clusters Score -1870911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1870914.500000 Penalty: 4746.982422
	Iteration 75Q: 3 clusters Score -1870914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1870914.500000 Penalty: 4746.982422
	Iteration 76Q: 3 clusters Score -1870914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1870914.000000 Penalty: 4746.982422
	Iteration 77Q: 3 clusters Score -1870914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1870914.000000 Penalty: 4746.982422
	Iteration 78Q: 3 clusters Score -1870914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1870914.625000 Penalty: 4746.982422
	Iteration 79Q: 3 clusters Score -1870915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1870916.125000 Penalty: 4746.982422
	Iteration 80F: 3 clusters Score -1870916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1870923.250000 Penalty: 4746.982422
	Iteration 81Q: 3 clusters Score -1870923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1870926.250000 Penalty: 4746.982422
	Iteration 82Q: 3 clusters Score -1870926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1870927.625000 Penalty: 4746.982422
	Iteration 83Q: 3 clusters Score -1870928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1870934.000000 Penalty: 4746.982422
	Iteration 84Q: 3 clusters Score -1870934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1870932.750000 Penalty: 4746.982422
	Iteration 85Q: 3 clusters Score -1870933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1870936.875000 Penalty: 4746.982422
	Iteration 86Q: 3 clusters Score -1870937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1870937.875000 Penalty: 4746.982422
	Iteration 87Q: 3 clusters Score -1870938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1870941.375000 Penalty: 4746.982422
	Iteration 88Q: 3 clusters Score -1870941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1870942.500000 Penalty: 4746.982422
	Iteration 89Q: 3 clusters Score -1870942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1870944.125000 Penalty: 4746.982422
	Iteration 90Q: 3 clusters Score -1870944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1870951.250000 Penalty: 4746.982422
	Iteration 91Q: 3 clusters Score -1870951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1870948.625000 Penalty: 4746.982422
	Iteration 92Q: 3 clusters Score -1870949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1870951.750000 Penalty: 4746.982422
	Iteration 93Q: 3 clusters Score -1870952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1870958.125000 Penalty: 4746.982422
	Iteration 94Q: 3 clusters Score -1870958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1870956.250000 Penalty: 4746.982422
	Iteration 95Q: 3 clusters Score -1870956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1870954.375000 Penalty: 4746.982422
	Iteration 96Q: 3 clusters Score -1870954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1870955.000000 Penalty: 4746.982422
	Iteration 97Q: 3 clusters Score -1870955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1870959.625000 Penalty: 4746.982422
	Iteration 98Q: 3 clusters Score -1870960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1870956.375000 Penalty: 4746.982422
	Iteration 99Q: 3 clusters Score -1870956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1870956.375000 Penalty: 4746.982422
	Iteration 100F: 3 clusters Score -1870956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36868 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 176982 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42070 members 
Mstep: Class 15 contains 10855 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229861 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836712.000000 Penalty: 83590.781250
Iteration 279Q: 26 clusters Score -9.083671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36868 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25620 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 176977 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42069 members 
Mstep: Class 15 contains 10855 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229867 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14336 members 
Mstep: Class 25 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836656.000000 Penalty: 83590.781250
Iteration 280F: 26 clusters Score -9.083666e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 36868 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25621 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 176973 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42069 members 
Mstep: Class 15 contains 10855 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229870 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14336 members 
Mstep: Class 25 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836744.000000 Penalty: 83590.781250
Iteration 281Q: 26 clusters Score -9.083674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36867 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14741 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25622 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 176969 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42069 members 
Mstep: Class 15 contains 10856 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229873 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14336 members 
Mstep: Class 25 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836728.000000 Penalty: 83590.781250
Iteration 282Q: 26 clusters Score -9.083673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36865 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14740 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25623 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 176964 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42070 members 
Mstep: Class 15 contains 10857 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229878 members 
Mstep: Class 18 contains 61389 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14336 members 
Mstep: Class 25 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836744.000000 Penalty: 83590.781250
Iteration 283Q: 26 clusters Score -9.083674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36865 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11579 members 
Mstep: Class 5 contains 14739 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25623 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10129 members 
Mstep: Class 12 contains 176961 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 10858 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229882 members 
Mstep: Class 18 contains 61388 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14336 members 
Mstep: Class 25 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836736.000000 Penalty: 83590.781250
Iteration 284Q: 26 clusters Score -9.083674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36865 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14738 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25623 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 176955 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42072 members 
Mstep: Class 15 contains 10860 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229884 members 
Mstep: Class 18 contains 61388 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14336 members 
Mstep: Class 25 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836744.000000 Penalty: 83590.781250
Iteration 285Q: 26 clusters Score -9.083674e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36865 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11580 members 
Mstep: Class 5 contains 14738 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25624 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 176946 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42072 members 
Mstep: Class 15 contains 10862 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229893 members 
Mstep: Class 18 contains 61385 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14336 members 
Mstep: Class 25 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836784.000000 Penalty: 83590.781250
Iteration 286Q: 26 clusters Score -9.083678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36866 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14738 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25623 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 176939 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42072 members 
Mstep: Class 15 contains 10865 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229896 members 
Mstep: Class 18 contains 61385 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14336 members 
Mstep: Class 25 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836792.000000 Penalty: 83590.781250
Iteration 287Q: 26 clusters Score -9.083679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36866 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14738 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25623 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 176932 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42072 members 
Mstep: Class 15 contains 10864 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229902 members 
Mstep: Class 18 contains 61385 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14338 members 
Mstep: Class 25 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836760.000000 Penalty: 83590.781250
Iteration 288Q: 26 clusters Score -9.083676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36864 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25623 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 176933 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42072 members 
Mstep: Class 15 contains 10864 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229904 members 
Mstep: Class 18 contains 61385 members 
Mstep: Class 19 contains 20239 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14338 members 
Mstep: Class 25 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836768.000000 Penalty: 83590.781250
Iteration 289Q: 26 clusters Score -9.083677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36862 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25623 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 176930 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42073 members 
Mstep: Class 15 contains 10864 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229907 members 
Mstep: Class 18 contains 61385 members 
Mstep: Class 19 contains 20240 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14338 members 
Mstep: Class 25 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836784.000000 Penalty: 83590.781250
Iteration 290Q: 26 clusters Score -9.083678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36862 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25623 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 176926 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42074 members 
Mstep: Class 15 contains 10864 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229912 members 
Mstep: Class 18 contains 61384 members 
Mstep: Class 19 contains 20240 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9497 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14338 members 
Mstep: Class 25 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836752.000000 Penalty: 83590.781250
Iteration 291Q: 26 clusters Score -9.083675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36863 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25623 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 176925 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42074 members 
Mstep: Class 15 contains 10863 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229913 members 
Mstep: Class 18 contains 61385 members 
Mstep: Class 19 contains 20240 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14338 members 
Mstep: Class 25 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836728.000000 Penalty: 83590.781250
Iteration 292Q: 26 clusters Score -9.083673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36862 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25624 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 176920 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42074 members 
Mstep: Class 15 contains 10860 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229921 members 
Mstep: Class 18 contains 61385 members 
Mstep: Class 19 contains 20240 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14338 members 
Mstep: Class 25 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836776.000000 Penalty: 83590.781250
Iteration 293Q: 26 clusters Score -9.083678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36862 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25624 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 176918 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42074 members 
Mstep: Class 15 contains 10860 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229923 members 
Mstep: Class 18 contains 61385 members 
Mstep: Class 19 contains 20240 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14338 members 
Mstep: Class 25 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836776.000000 Penalty: 83590.781250
Iteration 294Q: 26 clusters Score -9.083678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36862 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25624 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 176917 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42074 members 
Mstep: Class 15 contains 10860 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229924 members 
Mstep: Class 18 contains 61385 members 
Mstep: Class 19 contains 20240 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14338 members 
Mstep: Class 25 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836744.000000 Penalty: 83590.781250
Iteration 295Q: 26 clusters Score -9.083674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36861 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25624 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 176919 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42074 members 
Mstep: Class 15 contains 10860 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229923 members 
Mstep: Class 18 contains 61385 members 
Mstep: Class 19 contains 20240 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14338 members 
Mstep: Class 25 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836736.000000 Penalty: 83590.781250
Iteration 296Q: 26 clusters Score -9.083674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36861 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25624 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 176918 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42074 members 
Mstep: Class 15 contains 10860 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229924 members 
Mstep: Class 18 contains 61385 members 
Mstep: Class 19 contains 20240 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14338 members 
Mstep: Class 25 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836736.000000 Penalty: 83590.781250
Iteration 297Q: 26 clusters Score -9.083674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36861 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25624 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 176918 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42074 members 
Mstep: Class 15 contains 10860 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229924 members 
Mstep: Class 18 contains 61385 members 
Mstep: Class 19 contains 20240 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14338 members 
Mstep: Class 25 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -90836736.000000 Penalty: 83590.781250
Iteration 298F: 26 clusters Score -9.083674e+07 nChanged 0
Entering ConstructFrom: 
Score: -90836736.000000 Penalty: 83590.781250
Entering ConstructFrom: 
Trying to split cluster 1 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -125783.812500 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -125783.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -123858.960938 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -123859 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -124566.343750 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -124566.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -125002.960938 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -125003 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -125460.140625 Penalty: 3477.114746
	Iteration 3F: 3 clusters Score -125460.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -125662.234375 Penalty: 3477.114746
	Iteration 4F: 3 clusters Score -125662.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -125810.828125 Penalty: 3477.114746
	Iteration 5Q: 3 clusters Score -125810.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -125936.085938 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -125936.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -126010.195312 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -126010.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -126086.343750 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -126086.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -126147.828125 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -126147.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -126182.421875 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -126182.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -126210.132812 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -126210.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -126234.054688 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -126234.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -126243.125000 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -126243.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -126250.796875 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -126250.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -126254.632812 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -126254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -126255.328125 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -126255.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -126255.453125 Penalty: 3477.114746
	Iteration 17F: 3 clusters Score -126255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -126261.898438 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -126261.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -126266.335938 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -126266.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -126273.937500 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -126273.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -126280.843750 Penalty: 3477.114746
	Iteration 21Q: 3 clusters Score -126280.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -126291.125000 Penalty: 3477.114746
	Iteration 22Q: 3 clusters Score -126291.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -126301.070312 Penalty: 3477.114746
	Iteration 23Q: 3 clusters Score -126301.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -126306.476562 Penalty: 3477.114746
	Iteration 24Q: 3 clusters Score -126306.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -126312.148438 Penalty: 3477.114746
	Iteration 25Q: 3 clusters Score -126312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -126325.312500 Penalty: 3477.114746
	Iteration 26Q: 3 clusters Score -126325.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -126334.757812 Penalty: 3477.114746
	Iteration 27Q: 3 clusters Score -126334.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -126340.210938 Penalty: 3477.114746
	Iteration 28Q: 3 clusters Score -126340.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -126352.546875 Penalty: 3477.114746
	Iteration 29Q: 3 clusters Score -126352.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -126363.554688 Penalty: 3477.114746
	Iteration 30Q: 3 clusters Score -126363.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -126376.007812 Penalty: 3477.114746
	Iteration 31Q: 3 clusters Score -126376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -126380.773438 Penalty: 3477.114746
	Iteration 32Q: 3 clusters Score -126380.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -126380.773438 Penalty: 3477.114746
	Iteration 33F: 3 clusters Score -126380.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 36861 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25624 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 176918 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42074 members 
Mstep: Class 15 contains 10860 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229924 members 
Mstep: Class 18 contains 61385 members 
Mstep: Class 19 contains 20240 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14338 members 
Mstep: Class 25 contains 707 members 
Mstep: Class 26 contains 680 members 
Entering Unmasked Estep 
Score: -90835760.000000 Penalty: 86934.414062
Splitting cluster 1 changes total score from -90836736.000000 to -90835760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (36861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Entering Unmasked Estep 
Score: -4714705.000000 Penalty: 2607.697510
	Iteration 0F: 2 clusters Score -4714705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -4689602.500000 Penalty: 5215.395020
	Iteration 0F: 3 clusters Score -4689602 nChanged 16772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -4698809.500000 Penalty: 5215.395020
	Iteration 1F: 3 clusters Score -4698810 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -4699197.500000 Penalty: 5215.395020
	Iteration 2Q: 3 clusters Score -4699198 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -4699579.000000 Penalty: 5215.395020
	Iteration 3Q: 3 clusters Score -4699579 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4700030.500000 Penalty: 5215.395020
	Iteration 4Q: 3 clusters Score -4700030 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -4700560.500000 Penalty: 5215.395020
	Iteration 5Q: 3 clusters Score -4700560 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -4701115.500000 Penalty: 5215.395020
	Iteration 6Q: 3 clusters Score -4701116 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -4701754.500000 Penalty: 5215.395020
	Iteration 7Q: 3 clusters Score -4701754 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -4702676.500000 Penalty: 5215.395020
	Iteration 8Q: 3 clusters Score -4702676 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -4703750.500000 Penalty: 5215.395020
	Iteration 9F: 3 clusters Score -4703750 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -4704937.500000 Penalty: 5215.395020
	Iteration 10F: 3 clusters Score -4704938 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -4706164.500000 Penalty: 5215.395020
	Iteration 11F: 3 clusters Score -4706164 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -4707411.500000 Penalty: 5215.395020
	Iteration 12Q: 3 clusters Score -4707412 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -4708585.500000 Penalty: 5215.395020
	Iteration 13Q: 3 clusters Score -4708586 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -4709502.000000 Penalty: 5215.395020
	Iteration 14Q: 3 clusters Score -4709502 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -4710161.500000 Penalty: 5215.395020
	Iteration 15Q: 3 clusters Score -4710162 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -4710580.500000 Penalty: 5215.395020
	Iteration 16Q: 3 clusters Score -4710580 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -4710887.000000 Penalty: 5215.395020
	Iteration 17Q: 3 clusters Score -4710887 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -4711204.000000 Penalty: 5215.395020
	Iteration 18Q: 3 clusters Score -4711204 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -4711446.000000 Penalty: 5215.395020
	Iteration 19Q: 3 clusters Score -4711446 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -4711686.000000 Penalty: 5215.395020
	Iteration 20F: 3 clusters Score -4711686 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -4711903.500000 Penalty: 5215.395020
	Iteration 21Q: 3 clusters Score -4711904 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -4712115.000000 Penalty: 5215.395020
	Iteration 22Q: 3 clusters Score -4712115 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4712359.000000 Penalty: 5215.395020
	Iteration 23Q: 3 clusters Score -4712359 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -4712523.000000 Penalty: 5215.395020
	Iteration 24Q: 3 clusters Score -4712523 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4712697.000000 Penalty: 5215.395020
	Iteration 25Q: 3 clusters Score -4712697 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4712837.000000 Penalty: 5215.395020
	Iteration 26Q: 3 clusters Score -4712837 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4712938.500000 Penalty: 5215.395020
	Iteration 27Q: 3 clusters Score -4712938 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4713022.500000 Penalty: 5215.395020
	Iteration 28Q: 3 clusters Score -4713022 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4713086.000000 Penalty: 5215.395020
	Iteration 29Q: 3 clusters Score -4713086 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4713143.500000 Penalty: 5215.395020
	Iteration 30Q: 3 clusters Score -4713144 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4713169.000000 Penalty: 5215.395020
	Iteration 31Q: 3 clusters Score -4713169 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4713190.000000 Penalty: 5215.395020
	Iteration 32Q: 3 clusters Score -4713190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4713211.000000 Penalty: 5215.395020
	Iteration 33Q: 3 clusters Score -4713211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4713226.500000 Penalty: 5215.395020
	Iteration 34Q: 3 clusters Score -4713226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4713242.000000 Penalty: 5215.395020
	Iteration 35Q: 3 clusters Score -4713242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4713251.000000 Penalty: 5215.395020
	Iteration 36Q: 3 clusters Score -4713251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4713257.500000 Penalty: 5215.395020
	Iteration 37Q: 3 clusters Score -4713258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4713264.000000 Penalty: 5215.395020
	Iteration 38Q: 3 clusters Score -4713264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4713275.500000 Penalty: 5215.395020
	Iteration 39Q: 3 clusters Score -4713276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4713282.500000 Penalty: 5215.395020
	Iteration 40F: 3 clusters Score -4713282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4713279.500000 Penalty: 5215.395020
	Iteration 41Q: 3 clusters Score -4713280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4713283.500000 Penalty: 5215.395020
	Iteration 42Q: 3 clusters Score -4713284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4713286.500000 Penalty: 5215.395020
	Iteration 43Q: 3 clusters Score -4713286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4713289.000000 Penalty: 5215.395020
	Iteration 44Q: 3 clusters Score -4713289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4713292.500000 Penalty: 5215.395020
	Iteration 45Q: 3 clusters Score -4713292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4713293.000000 Penalty: 5215.395020
	Iteration 46Q: 3 clusters Score -4713293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4713296.000000 Penalty: 5215.395020
	Iteration 47Q: 3 clusters Score -4713296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4713295.000000 Penalty: 5215.395020
	Iteration 48Q: 3 clusters Score -4713295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4713295.000000 Penalty: 5215.395020
	Iteration 49F: 3 clusters Score -4713295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Entering Unmasked Estep 
Score: -574079.500000 Penalty: 2090.666992
	Iteration 0F: 2 clusters Score -574079.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -569828.937500 Penalty: 4181.333984
	Iteration 0F: 3 clusters Score -569828.9 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -570814.937500 Penalty: 4181.333984
	Iteration 1F: 3 clusters Score -570814.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -571028.437500 Penalty: 4181.333984
	Iteration 2F: 3 clusters Score -571028.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -571160.812500 Penalty: 4181.333984
	Iteration 3Q: 3 clusters Score -571160.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -571257.312500 Penalty: 4181.333984
	Iteration 4Q: 3 clusters Score -571257.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -571340.750000 Penalty: 4181.333984
	Iteration 5Q: 3 clusters Score -571340.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -571404.562500 Penalty: 4181.333984
	Iteration 6Q: 3 clusters Score -571404.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -571456.562500 Penalty: 4181.333984
	Iteration 7Q: 3 clusters Score -571456.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -571498.750000 Penalty: 4181.333984
	Iteration 8Q: 3 clusters Score -571498.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -571539.625000 Penalty: 4181.333984
	Iteration 9Q: 3 clusters Score -571539.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -571569.750000 Penalty: 4181.333984
	Iteration 10Q: 3 clusters Score -571569.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -571593.375000 Penalty: 4181.333984
	Iteration 11Q: 3 clusters Score -571593.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -571613.062500 Penalty: 4181.333984
	Iteration 12Q: 3 clusters Score -571613.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -571628.125000 Penalty: 4181.333984
	Iteration 13Q: 3 clusters Score -571628.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -571642.562500 Penalty: 4181.333984
	Iteration 14Q: 3 clusters Score -571642.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -571659.625000 Penalty: 4181.333984
	Iteration 15Q: 3 clusters Score -571659.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -571677.250000 Penalty: 4181.333984
	Iteration 16Q: 3 clusters Score -571677.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -571695.312500 Penalty: 4181.333984
	Iteration 17Q: 3 clusters Score -571695.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -571711.687500 Penalty: 4181.333984
	Iteration 18Q: 3 clusters Score -571711.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -571723.875000 Penalty: 4181.333984
	Iteration 19Q: 3 clusters Score -571723.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -571734.000000 Penalty: 4181.333984
	Iteration 20F: 3 clusters Score -571734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -571745.875000 Penalty: 4181.333984
	Iteration 21Q: 3 clusters Score -571745.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -571757.437500 Penalty: 4181.333984
	Iteration 22Q: 3 clusters Score -571757.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -571775.062500 Penalty: 4181.333984
	Iteration 23Q: 3 clusters Score -571775.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -571792.437500 Penalty: 4181.333984
	Iteration 24Q: 3 clusters Score -571792.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -571804.250000 Penalty: 4181.333984
	Iteration 25Q: 3 clusters Score -571804.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -571817.125000 Penalty: 4181.333984
	Iteration 26Q: 3 clusters Score -571817.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -571834.125000 Penalty: 4181.333984
	Iteration 27Q: 3 clusters Score -571834.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -571852.125000 Penalty: 4181.333984
	Iteration 28Q: 3 clusters Score -571852.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -571864.250000 Penalty: 4181.333984
	Iteration 29Q: 3 clusters Score -571864.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -571883.687500 Penalty: 4181.333984
	Iteration 30Q: 3 clusters Score -571883.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -571904.250000 Penalty: 4181.333984
	Iteration 31Q: 3 clusters Score -571904.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -571930.375000 Penalty: 4181.333984
	Iteration 32Q: 3 clusters Score -571930.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -571958.312500 Penalty: 4181.333984
	Iteration 33Q: 3 clusters Score -571958.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -571986.000000 Penalty: 4181.333984
	Iteration 34Q: 3 clusters Score -571986 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -572024.125000 Penalty: 4181.333984
	Iteration 35Q: 3 clusters Score -572024.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -572062.500000 Penalty: 4181.333984
	Iteration 36Q: 3 clusters Score -572062.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -572100.937500 Penalty: 4181.333984
	Iteration 37Q: 3 clusters Score -572100.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -572148.750000 Penalty: 4181.333984
	Iteration 38Q: 3 clusters Score -572148.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -572209.562500 Penalty: 4181.333984
	Iteration 39Q: 3 clusters Score -572209.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -572279.937500 Penalty: 4181.333984
	Iteration 40F: 3 clusters Score -572279.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -572348.812500 Penalty: 4181.333984
	Iteration 41Q: 3 clusters Score -572348.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -572415.562500 Penalty: 4181.333984
	Iteration 42Q: 3 clusters Score -572415.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -572469.750000 Penalty: 4181.333984
	Iteration 43Q: 3 clusters Score -572469.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -572526.187500 Penalty: 4181.333984
	Iteration 44Q: 3 clusters Score -572526.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -572575.812500 Penalty: 4181.333984
	Iteration 45Q: 3 clusters Score -572575.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -572645.562500 Penalty: 4181.333984
	Iteration 46Q: 3 clusters Score -572645.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -572767.437500 Penalty: 4181.333984
	Iteration 47Q: 3 clusters Score -572767.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -572979.375000 Penalty: 4181.333984
	Iteration 48Q: 3 clusters Score -572979.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -573324.000000 Penalty: 4181.333984
	Iteration 49Q: 3 clusters Score -573324 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -573898.250000 Penalty: 4181.333984
	Iteration 50Q: 3 clusters Score -573898.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -574227.187500 Penalty: 4181.333984
	Iteration 51Q: 3 clusters Score -574227.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -574321.062500 Penalty: 4181.333984
	Iteration 52Q: 3 clusters Score -574321.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -574370.812500 Penalty: 4181.333984
	Iteration 53Q: 3 clusters Score -574370.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -574410.937500 Penalty: 4181.333984
	Iteration 54Q: 3 clusters Score -574410.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -574438.687500 Penalty: 4181.333984
	Iteration 55Q: 3 clusters Score -574438.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -574446.312500 Penalty: 4181.333984
	Iteration 56Q: 3 clusters Score -574446.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -574460.125000 Penalty: 4181.333984
	Iteration 57Q: 3 clusters Score -574460.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -574467.437500 Penalty: 4181.333984
	Iteration 58Q: 3 clusters Score -574467.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -574476.812500 Penalty: 4181.333984
	Iteration 59Q: 3 clusters Score -574476.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -574545.062500 Penalty: 4181.333984
	Iteration 60F: 3 clusters Score -574545.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -574617.187500 Penalty: 4181.333984
	Iteration 61Q: 3 clusters Score -574617.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -574671.187500 Penalty: 4181.333984
	Iteration 62Q: 3 clusters Score -574671.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -574747.812500 Penalty: 4181.333984
	Iteration 63Q: 3 clusters Score -574747.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -574930.875000 Penalty: 4181.333984
	Iteration 64Q: 3 clusters Score -574930.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -575065.875000 Penalty: 4181.333984
	Iteration 65Q: 3 clusters Score -575065.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -575096.062500 Penalty: 4181.333984
	Iteration 66Q: 3 clusters Score -575096.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -575113.750000 Penalty: 4181.333984
	Iteration 67Q: 3 clusters Score -575113.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -575122.750000 Penalty: 4181.333984
	Iteration 68Q: 3 clusters Score -575122.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -575126.562500 Penalty: 4181.333984
	Iteration 69Q: 3 clusters Score -575126.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -575130.687500 Penalty: 4181.333984
	Iteration 70Q: 3 clusters Score -575130.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -575134.062500 Penalty: 4181.333984
	Iteration 71Q: 3 clusters Score -575134.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -575144.250000 Penalty: 4181.333984
	Iteration 72Q: 3 clusters Score -575144.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -575152.187500 Penalty: 4181.333984
	Iteration 73Q: 3 clusters Score -575152.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -575161.000000 Penalty: 4181.333984
	Iteration 74Q: 3 clusters Score -575161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -575166.562500 Penalty: 4181.333984
	Iteration 75Q: 3 clusters Score -575166.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -575171.437500 Penalty: 4181.333984
	Iteration 76Q: 3 clusters Score -575171.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -575174.750000 Penalty: 4181.333984
	Iteration 77Q: 3 clusters Score -575174.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -575176.937500 Penalty: 4181.333984
	Iteration 78Q: 3 clusters Score -575176.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -575178.562500 Penalty: 4181.333984
	Iteration 79Q: 3 clusters Score -575178.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -575186.125000 Penalty: 4181.333984
	Iteration 80F: 3 clusters Score -575186.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -575190.687500 Penalty: 4181.333984
	Iteration 81Q: 3 clusters Score -575190.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -575191.250000 Penalty: 4181.333984
	Iteration 82Q: 3 clusters Score -575191.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -575193.625000 Penalty: 4181.333984
	Iteration 83Q: 3 clusters Score -575193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -575195.187500 Penalty: 4181.333984
	Iteration 84Q: 3 clusters Score -575195.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -575196.812500 Penalty: 4181.333984
	Iteration 85Q: 3 clusters Score -575196.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -575198.187500 Penalty: 4181.333984
	Iteration 86Q: 3 clusters Score -575198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -575202.562500 Penalty: 4181.333984
	Iteration 87Q: 3 clusters Score -575202.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -575208.500000 Penalty: 4181.333984
	Iteration 88Q: 3 clusters Score -575208.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -575214.750000 Penalty: 4181.333984
	Iteration 89Q: 3 clusters Score -575214.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -575218.687500 Penalty: 4181.333984
	Iteration 90Q: 3 clusters Score -575218.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -575224.812500 Penalty: 4181.333984
	Iteration 91Q: 3 clusters Score -575224.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -575227.687500 Penalty: 4181.333984
	Iteration 92Q: 3 clusters Score -575227.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -575229.312500 Penalty: 4181.333984
	Iteration 93Q: 3 clusters Score -575229.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -575229.875000 Penalty: 4181.333984
	Iteration 94Q: 3 clusters Score -575229.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -575232.625000 Penalty: 4181.333984
	Iteration 95Q: 3 clusters Score -575232.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -575233.062500 Penalty: 4181.333984
	Iteration 96Q: 3 clusters Score -575233.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -575235.000000 Penalty: 4181.333984
	Iteration 97Q: 3 clusters Score -575235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -575236.437500 Penalty: 4181.333984
	Iteration 98Q: 3 clusters Score -575236.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -575237.000000 Penalty: 4181.333984
	Iteration 99Q: 3 clusters Score -575237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -575238.500000 Penalty: 4181.333984
	Iteration 100F: 3 clusters Score -575238.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36861 members 
Mstep: Class 3 contains 2331 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25624 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 176918 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42074 members 
Mstep: Class 15 contains 10860 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229924 members 
Mstep: Class 18 contains 61385 members 
Mstep: Class 19 contains 20240 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14338 members 
Mstep: Class 25 contains 707 members 
Mstep: Class 26 contains 2252 members 
Entering Unmasked Estep 
Score: -90836552.000000 Penalty: 86934.414062
Splitting cluster 3 changes total score from -90836736.000000 to -90836552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (11581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Entering Unmasked Estep 
Score: -1534291.500000 Penalty: 2320.566162
	Iteration 0F: 2 clusters Score -1534292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1525661.625000 Penalty: 4641.132324
	Iteration 0F: 3 clusters Score -1525662 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1528266.500000 Penalty: 4641.132324
	Iteration 1F: 3 clusters Score -1528266 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1528661.500000 Penalty: 4641.132324
	Iteration 2F: 3 clusters Score -1528662 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1528990.000000 Penalty: 4641.132324
	Iteration 3F: 3 clusters Score -1528990 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1529300.875000 Penalty: 4641.132324
	Iteration 4F: 3 clusters Score -1529301 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1529650.750000 Penalty: 4641.132324
	Iteration 5F: 3 clusters Score -1529651 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1530038.250000 Penalty: 4641.132324
	Iteration 6F: 3 clusters Score -1530038 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1530444.625000 Penalty: 4641.132324
	Iteration 7F: 3 clusters Score -1530445 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1530871.125000 Penalty: 4641.132324
	Iteration 8Q: 3 clusters Score -1530871 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1531278.000000 Penalty: 4641.132324
	Iteration 9Q: 3 clusters Score -1531278 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1531642.500000 Penalty: 4641.132324
	Iteration 10Q: 3 clusters Score -1531642 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1531929.750000 Penalty: 4641.132324
	Iteration 11Q: 3 clusters Score -1531930 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1532129.125000 Penalty: 4641.132324
	Iteration 12Q: 3 clusters Score -1532129 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1532268.875000 Penalty: 4641.132324
	Iteration 13Q: 3 clusters Score -1532269 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1532364.375000 Penalty: 4641.132324
	Iteration 14Q: 3 clusters Score -1532364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1532407.250000 Penalty: 4641.132324
	Iteration 15Q: 3 clusters Score -1532407 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1532434.000000 Penalty: 4641.132324
	Iteration 16Q: 3 clusters Score -1532434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1532453.625000 Penalty: 4641.132324
	Iteration 17Q: 3 clusters Score -1532454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1532472.125000 Penalty: 4641.132324
	Iteration 18Q: 3 clusters Score -1532472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1532481.750000 Penalty: 4641.132324
	Iteration 19Q: 3 clusters Score -1532482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1532489.375000 Penalty: 4641.132324
	Iteration 20F: 3 clusters Score -1532489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1532499.250000 Penalty: 4641.132324
	Iteration 21Q: 3 clusters Score -1532499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1532501.500000 Penalty: 4641.132324
	Iteration 22Q: 3 clusters Score -1532502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1532502.625000 Penalty: 4641.132324
	Iteration 23Q: 3 clusters Score -1532503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1532506.375000 Penalty: 4641.132324
	Iteration 24Q: 3 clusters Score -1532506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1532514.125000 Penalty: 4641.132324
	Iteration 25Q: 3 clusters Score -1532514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1532514.000000 Penalty: 4641.132324
	Iteration 26Q: 3 clusters Score -1532514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1532514.750000 Penalty: 4641.132324
	Iteration 27Q: 3 clusters Score -1532515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1532516.875000 Penalty: 4641.132324
	Iteration 28Q: 3 clusters Score -1532517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1532522.125000 Penalty: 4641.132324
	Iteration 29Q: 3 clusters Score -1532522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1532528.500000 Penalty: 4641.132324
	Iteration 30Q: 3 clusters Score -1532528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1532531.500000 Penalty: 4641.132324
	Iteration 31Q: 3 clusters Score -1532532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1532537.125000 Penalty: 4641.132324
	Iteration 32Q: 3 clusters Score -1532537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1532539.375000 Penalty: 4641.132324
	Iteration 33Q: 3 clusters Score -1532539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1532542.625000 Penalty: 4641.132324
	Iteration 34Q: 3 clusters Score -1532543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1532542.500000 Penalty: 4641.132324
	Iteration 35Q: 3 clusters Score -1532542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1532542.500000 Penalty: 4641.132324
	Iteration 36F: 3 clusters Score -1532542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Entering Unmasked Estep 
Score: -1920256.500000 Penalty: 2380.333008
	Iteration 0F: 2 clusters Score -1920256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1909563.500000 Penalty: 4760.666016
	Iteration 0F: 3 clusters Score -1909564 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1912895.250000 Penalty: 4760.666016
	Iteration 1F: 3 clusters Score -1912895 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1913221.875000 Penalty: 4760.666016
	Iteration 2F: 3 clusters Score -1913222 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1913471.750000 Penalty: 4760.666016
	Iteration 3Q: 3 clusters Score -1913472 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1913682.875000 Penalty: 4760.666016
	Iteration 4Q: 3 clusters Score -1913683 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1913868.000000 Penalty: 4760.666016
	Iteration 5Q: 3 clusters Score -1913868 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1914057.750000 Penalty: 4760.666016
	Iteration 6Q: 3 clusters Score -1914058 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1914270.500000 Penalty: 4760.666016
	Iteration 7Q: 3 clusters Score -1914270 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1914559.250000 Penalty: 4760.666016
	Iteration 8Q: 3 clusters Score -1914559 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1914955.250000 Penalty: 4760.666016
	Iteration 9Q: 3 clusters Score -1914955 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1915493.750000 Penalty: 4760.666016
	Iteration 10F: 3 clusters Score -1915494 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1916159.125000 Penalty: 4760.666016
	Iteration 11F: 3 clusters Score -1916159 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1916843.375000 Penalty: 4760.666016
	Iteration 12F: 3 clusters Score -1916843 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1917398.875000 Penalty: 4760.666016
	Iteration 13Q: 3 clusters Score -1917399 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1917797.500000 Penalty: 4760.666016
	Iteration 14Q: 3 clusters Score -1917798 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1918075.125000 Penalty: 4760.666016
	Iteration 15Q: 3 clusters Score -1918075 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1918233.875000 Penalty: 4760.666016
	Iteration 16Q: 3 clusters Score -1918234 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1918329.625000 Penalty: 4760.666016
	Iteration 17Q: 3 clusters Score -1918330 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1918386.625000 Penalty: 4760.666016
	Iteration 18Q: 3 clusters Score -1918387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1918426.375000 Penalty: 4760.666016
	Iteration 19Q: 3 clusters Score -1918426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1918458.750000 Penalty: 4760.666016
	Iteration 20F: 3 clusters Score -1918459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1918483.625000 Penalty: 4760.666016
	Iteration 21Q: 3 clusters Score -1918484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1918505.750000 Penalty: 4760.666016
	Iteration 22Q: 3 clusters Score -1918506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1918517.375000 Penalty: 4760.666016
	Iteration 23Q: 3 clusters Score -1918517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1918534.250000 Penalty: 4760.666016
	Iteration 24Q: 3 clusters Score -1918534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1918538.500000 Penalty: 4760.666016
	Iteration 25Q: 3 clusters Score -1918538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1918550.125000 Penalty: 4760.666016
	Iteration 26Q: 3 clusters Score -1918550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1918554.875000 Penalty: 4760.666016
	Iteration 27Q: 3 clusters Score -1918555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1918559.875000 Penalty: 4760.666016
	Iteration 28Q: 3 clusters Score -1918560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1918569.375000 Penalty: 4760.666016
	Iteration 29Q: 3 clusters Score -1918569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1918569.500000 Penalty: 4760.666016
	Iteration 30Q: 3 clusters Score -1918570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1918569.500000 Penalty: 4760.666016
	Iteration 31F: 3 clusters Score -1918570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -72491.906250 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -72491.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -70918.070312 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -70918.07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -71206.757812 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -71206.76 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71340.710938 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -71340.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -71447.195312 Penalty: 3227.609619
	Iteration 3Q: 3 clusters Score -71447.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71531.804688 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -71531.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71573.968750 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -71573.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -71597.367188 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -71597.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -71605.507812 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -71605.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71612.171875 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -71612.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -71619.593750 Penalty: 3227.609619
	Iteration 9Q: 3 clusters Score -71619.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71624.671875 Penalty: 3227.609619
	Iteration 10Q: 3 clusters Score -71624.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -71637.437500 Penalty: 3227.609619
	Iteration 11Q: 3 clusters Score -71637.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -71645.085938 Penalty: 3227.609619
	Iteration 12Q: 3 clusters Score -71645.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71654.625000 Penalty: 3227.609619
	Iteration 13Q: 3 clusters Score -71654.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71661.257812 Penalty: 3227.609619
	Iteration 14Q: 3 clusters Score -71661.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71665.500000 Penalty: 3227.609619
	Iteration 15Q: 3 clusters Score -71665.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71670.601562 Penalty: 3227.609619
	Iteration 16Q: 3 clusters Score -71670.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71673.382812 Penalty: 3227.609619
	Iteration 17F: 3 clusters Score -71673.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -71688.390625 Penalty: 3227.609619
	Iteration 18Q: 3 clusters Score -71688.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71701.046875 Penalty: 3227.609619
	Iteration 19Q: 3 clusters Score -71701.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -71709.132812 Penalty: 3227.609619
	Iteration 20F: 3 clusters Score -71709.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71712.601562 Penalty: 3227.609619
	Iteration 21Q: 3 clusters Score -71712.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71712.601562 Penalty: 3227.609619
	Iteration 22F: 3 clusters Score -71712.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Entering Unmasked Estep 
Score: -3072128.000000 Penalty: 2517.518799
	Iteration 0F: 2 clusters Score -3072128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -3054400.000000 Penalty: 5035.037598
	Iteration 0F: 3 clusters Score -3054400 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -3060802.500000 Penalty: 5035.037598
	Iteration 1F: 3 clusters Score -3060802 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3061518.750000 Penalty: 5035.037598
	Iteration 2F: 3 clusters Score -3061519 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3062269.000000 Penalty: 5035.037598
	Iteration 3F: 3 clusters Score -3062269 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -3063128.250000 Penalty: 5035.037598
	Iteration 4F: 3 clusters Score -3063128 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3064147.750000 Penalty: 5035.037598
	Iteration 5F: 3 clusters Score -3064148 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -3065338.750000 Penalty: 5035.037598
	Iteration 6F: 3 clusters Score -3065339 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -3066604.000000 Penalty: 5035.037598
	Iteration 7F: 3 clusters Score -3066604 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -3067823.750000 Penalty: 5035.037598
	Iteration 8F: 3 clusters Score -3067824 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -3068872.250000 Penalty: 5035.037598
	Iteration 9Q: 3 clusters Score -3068872 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -3069686.250000 Penalty: 5035.037598
	Iteration 10Q: 3 clusters Score -3069686 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3070223.250000 Penalty: 5035.037598
	Iteration 11Q: 3 clusters Score -3070223 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -3070474.000000 Penalty: 5035.037598
	Iteration 12Q: 3 clusters Score -3070474 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3070607.250000 Penalty: 5035.037598
	Iteration 13Q: 3 clusters Score -3070607 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -3070690.500000 Penalty: 5035.037598
	Iteration 14Q: 3 clusters Score -3070690 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -3070746.750000 Penalty: 5035.037598
	Iteration 15Q: 3 clusters Score -3070747 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3070782.250000 Penalty: 5035.037598
	Iteration 16Q: 3 clusters Score -3070782 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3070814.500000 Penalty: 5035.037598
	Iteration 17Q: 3 clusters Score -3070814 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3070843.500000 Penalty: 5035.037598
	Iteration 18Q: 3 clusters Score -3070844 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -3070862.750000 Penalty: 5035.037598
	Iteration 19Q: 3 clusters Score -3070863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -3070867.250000 Penalty: 5035.037598
	Iteration 20F: 3 clusters Score -3070867 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3070875.750000 Penalty: 5035.037598
	Iteration 21Q: 3 clusters Score -3070876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3070881.500000 Penalty: 5035.037598
	Iteration 22Q: 3 clusters Score -3070882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -3070897.000000 Penalty: 5035.037598
	Iteration 23Q: 3 clusters Score -3070897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3070900.000000 Penalty: 5035.037598
	Iteration 24Q: 3 clusters Score -3070900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -3070903.750000 Penalty: 5035.037598
	Iteration 25Q: 3 clusters Score -3070904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -3070905.000000 Penalty: 5035.037598
	Iteration 26Q: 3 clusters Score -3070905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -3070905.250000 Penalty: 5035.037598
	Iteration 27Q: 3 clusters Score -3070905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -3070914.250000 Penalty: 5035.037598
	Iteration 28Q: 3 clusters Score -3070914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3070909.250000 Penalty: 5035.037598
	Iteration 29Q: 3 clusters Score -3070909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -3070913.750000 Penalty: 5035.037598
	Iteration 30Q: 3 clusters Score -3070914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3070909.000000 Penalty: 5035.037598
	Iteration 31Q: 3 clusters Score -3070909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -3070912.250000 Penalty: 5035.037598
	Iteration 32Q: 3 clusters Score -3070912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -3070914.750000 Penalty: 5035.037598
	Iteration 33Q: 3 clusters Score -3070915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3070914.500000 Penalty: 5035.037598
	Iteration 34Q: 3 clusters Score -3070914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -3070919.000000 Penalty: 5035.037598
	Iteration 35Q: 3 clusters Score -3070919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3070921.000000 Penalty: 5035.037598
	Iteration 36Q: 3 clusters Score -3070921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -3070920.000000 Penalty: 5035.037598
	Iteration 37Q: 3 clusters Score -3070920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3070927.750000 Penalty: 5035.037598
	Iteration 38Q: 3 clusters Score -3070928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -3070932.750000 Penalty: 5035.037598
	Iteration 39Q: 3 clusters Score -3070933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -3070929.000000 Penalty: 5035.037598
	Iteration 40F: 3 clusters Score -3070929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -3070931.500000 Penalty: 5035.037598
	Iteration 41Q: 3 clusters Score -3070932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -3070937.000000 Penalty: 5035.037598
	Iteration 42Q: 3 clusters Score -3070937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -3070931.000000 Penalty: 5035.037598
	Iteration 43Q: 3 clusters Score -3070931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3070932.000000 Penalty: 5035.037598
	Iteration 44Q: 3 clusters Score -3070932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -3070927.250000 Penalty: 5035.037598
	Iteration 45Q: 3 clusters Score -3070927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -3070927.000000 Penalty: 5035.037598
	Iteration 46Q: 3 clusters Score -3070927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -3070931.500000 Penalty: 5035.037598
	Iteration 47Q: 3 clusters Score -3070932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -3070931.500000 Penalty: 5035.037598
	Iteration 48Q: 3 clusters Score -3070932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -3070935.750000 Penalty: 5035.037598
	Iteration 49Q: 3 clusters Score -3070936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -3070932.750000 Penalty: 5035.037598
	Iteration 50Q: 3 clusters Score -3070933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -3070934.500000 Penalty: 5035.037598
	Iteration 51Q: 3 clusters Score -3070934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -3070934.750000 Penalty: 5035.037598
	Iteration 52Q: 3 clusters Score -3070935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3070934.750000 Penalty: 5035.037598
	Iteration 53Q: 3 clusters Score -3070935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3070934.750000 Penalty: 5035.037598
	Iteration 54F: 3 clusters Score -3070935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Entering Unmasked Estep 
Score: -1255278.500000 Penalty: 2270.659180
	Iteration 0F: 2 clusters Score -1255278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1247960.750000 Penalty: 4541.318359
	Iteration 0F: 3 clusters Score -1247961 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1250078.500000 Penalty: 4541.318359
	Iteration 1F: 3 clusters Score -1250078 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1250366.875000 Penalty: 4541.318359
	Iteration 2F: 3 clusters Score -1250367 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1250577.625000 Penalty: 4541.318359
	Iteration 3Q: 3 clusters Score -1250578 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1250746.750000 Penalty: 4541.318359
	Iteration 4Q: 3 clusters Score -1250747 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1250920.250000 Penalty: 4541.318359
	Iteration 5Q: 3 clusters Score -1250920 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1251077.875000 Penalty: 4541.318359
	Iteration 6Q: 3 clusters Score -1251078 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1251266.000000 Penalty: 4541.318359
	Iteration 7Q: 3 clusters Score -1251266 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1251477.250000 Penalty: 4541.318359
	Iteration 8Q: 3 clusters Score -1251477 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1251699.500000 Penalty: 4541.318359
	Iteration 9Q: 3 clusters Score -1251700 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1251939.125000 Penalty: 4541.318359
	Iteration 10Q: 3 clusters Score -1251939 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1252181.625000 Penalty: 4541.318359
	Iteration 11Q: 3 clusters Score -1252182 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1252439.625000 Penalty: 4541.318359
	Iteration 12Q: 3 clusters Score -1252440 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1252677.875000 Penalty: 4541.318359
	Iteration 13Q: 3 clusters Score -1252678 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1252870.625000 Penalty: 4541.318359
	Iteration 14Q: 3 clusters Score -1252871 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1253004.250000 Penalty: 4541.318359
	Iteration 15Q: 3 clusters Score -1253004 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1253107.875000 Penalty: 4541.318359
	Iteration 16Q: 3 clusters Score -1253108 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1253177.000000 Penalty: 4541.318359
	Iteration 17Q: 3 clusters Score -1253177 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1253220.625000 Penalty: 4541.318359
	Iteration 18Q: 3 clusters Score -1253221 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1253262.125000 Penalty: 4541.318359
	Iteration 19Q: 3 clusters Score -1253262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1253288.875000 Penalty: 4541.318359
	Iteration 20F: 3 clusters Score -1253289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1253299.375000 Penalty: 4541.318359
	Iteration 21Q: 3 clusters Score -1253299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1253311.000000 Penalty: 4541.318359
	Iteration 22Q: 3 clusters Score -1253311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1253323.000000 Penalty: 4541.318359
	Iteration 23Q: 3 clusters Score -1253323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1253340.250000 Penalty: 4541.318359
	Iteration 24Q: 3 clusters Score -1253340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1253351.750000 Penalty: 4541.318359
	Iteration 25Q: 3 clusters Score -1253352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1253361.000000 Penalty: 4541.318359
	Iteration 26Q: 3 clusters Score -1253361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1253369.750000 Penalty: 4541.318359
	Iteration 27Q: 3 clusters Score -1253370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1253376.000000 Penalty: 4541.318359
	Iteration 28Q: 3 clusters Score -1253376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1253378.500000 Penalty: 4541.318359
	Iteration 29Q: 3 clusters Score -1253378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1253385.000000 Penalty: 4541.318359
	Iteration 30Q: 3 clusters Score -1253385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1253392.250000 Penalty: 4541.318359
	Iteration 31Q: 3 clusters Score -1253392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1253392.750000 Penalty: 4541.318359
	Iteration 32Q: 3 clusters Score -1253393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1253397.625000 Penalty: 4541.318359
	Iteration 33Q: 3 clusters Score -1253398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1253400.750000 Penalty: 4541.318359
	Iteration 34Q: 3 clusters Score -1253401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1253402.375000 Penalty: 4541.318359
	Iteration 35Q: 3 clusters Score -1253402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1253402.375000 Penalty: 4541.318359
	Iteration 36F: 3 clusters Score -1253402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Entering Unmasked Estep 
Score: -721509.500000 Penalty: 2135.630127
	Iteration 0F: 2 clusters Score -721509.5 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 2759 members 
Entering Unmasked Estep 
Score: -716688.000000 Penalty: 4271.260254
	Iteration 0F: 3 clusters Score -716688 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -717818.250000 Penalty: 4271.260254
	Iteration 1F: 3 clusters Score -717818.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -718016.125000 Penalty: 4271.260254
	Iteration 2F: 3 clusters Score -718016.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -718129.625000 Penalty: 4271.260254
	Iteration 3Q: 3 clusters Score -718129.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -718198.000000 Penalty: 4271.260254
	Iteration 4Q: 3 clusters Score -718198 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -718245.500000 Penalty: 4271.260254
	Iteration 5Q: 3 clusters Score -718245.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -718283.312500 Penalty: 4271.260254
	Iteration 6Q: 3 clusters Score -718283.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -718310.375000 Penalty: 4271.260254
	Iteration 7Q: 3 clusters Score -718310.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -718332.000000 Penalty: 4271.260254
	Iteration 8Q: 3 clusters Score -718332 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -718353.937500 Penalty: 4271.260254
	Iteration 9Q: 3 clusters Score -718353.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -718367.875000 Penalty: 4271.260254
	Iteration 10Q: 3 clusters Score -718367.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -718382.187500 Penalty: 4271.260254
	Iteration 11Q: 3 clusters Score -718382.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -718397.437500 Penalty: 4271.260254
	Iteration 12Q: 3 clusters Score -718397.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -718409.312500 Penalty: 4271.260254
	Iteration 13Q: 3 clusters Score -718409.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -718416.250000 Penalty: 4271.260254
	Iteration 14Q: 3 clusters Score -718416.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -718422.625000 Penalty: 4271.260254
	Iteration 15Q: 3 clusters Score -718422.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -718425.812500 Penalty: 4271.260254
	Iteration 16Q: 3 clusters Score -718425.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -718429.187500 Penalty: 4271.260254
	Iteration 17Q: 3 clusters Score -718429.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -718434.187500 Penalty: 4271.260254
	Iteration 18Q: 3 clusters Score -718434.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -718436.187500 Penalty: 4271.260254
	Iteration 19Q: 3 clusters Score -718436.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -718439.250000 Penalty: 4271.260254
	Iteration 20F: 3 clusters Score -718439.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -718440.437500 Penalty: 4271.260254
	Iteration 21Q: 3 clusters Score -718440.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -718443.250000 Penalty: 4271.260254
	Iteration 22Q: 3 clusters Score -718443.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -718446.125000 Penalty: 4271.260254
	Iteration 23Q: 3 clusters Score -718446.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -718447.250000 Penalty: 4271.260254
	Iteration 24Q: 3 clusters Score -718447.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -718450.250000 Penalty: 4271.260254
	Iteration 25Q: 3 clusters Score -718450.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -718453.812500 Penalty: 4271.260254
	Iteration 26Q: 3 clusters Score -718453.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -718457.437500 Penalty: 4271.260254
	Iteration 27Q: 3 clusters Score -718457.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -718461.375000 Penalty: 4271.260254
	Iteration 28Q: 3 clusters Score -718461.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -718466.562500 Penalty: 4271.260254
	Iteration 29Q: 3 clusters Score -718466.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -718470.875000 Penalty: 4271.260254
	Iteration 30Q: 3 clusters Score -718470.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -718471.937500 Penalty: 4271.260254
	Iteration 31Q: 3 clusters Score -718471.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -718470.812500 Penalty: 4271.260254
	Iteration 32Q: 3 clusters Score -718470.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -718474.562500 Penalty: 4271.260254
	Iteration 33Q: 3 clusters Score -718474.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -718479.125000 Penalty: 4271.260254
	Iteration 34Q: 3 clusters Score -718479.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -718480.125000 Penalty: 4271.260254
	Iteration 35Q: 3 clusters Score -718480.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -718482.062500 Penalty: 4271.260254
	Iteration 36Q: 3 clusters Score -718482.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -718483.812500 Penalty: 4271.260254
	Iteration 37Q: 3 clusters Score -718483.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -718484.000000 Penalty: 4271.260254
	Iteration 38Q: 3 clusters Score -718484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -718486.812500 Penalty: 4271.260254
	Iteration 39Q: 3 clusters Score -718486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -718485.812500 Penalty: 4271.260254
	Iteration 40F: 3 clusters Score -718485.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -718485.875000 Penalty: 4271.260254
	Iteration 41Q: 3 clusters Score -718485.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -718485.875000 Penalty: 4271.260254
	Iteration 42F: 3 clusters Score -718485.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Entering Unmasked Estep 
Score: -1756249.125000 Penalty: 2366.348633
	Iteration 0F: 2 clusters Score -1756249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1746089.750000 Penalty: 4732.697266
	Iteration 0F: 3 clusters Score -1746090 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1749274.875000 Penalty: 4732.697266
	Iteration 1F: 3 clusters Score -1749275 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1749663.500000 Penalty: 4732.697266
	Iteration 2F: 3 clusters Score -1749664 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1749993.750000 Penalty: 4732.697266
	Iteration 3F: 3 clusters Score -1749994 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1750260.000000 Penalty: 4732.697266
	Iteration 4Q: 3 clusters Score -1750260 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1750490.500000 Penalty: 4732.697266
	Iteration 5Q: 3 clusters Score -1750490 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1750775.375000 Penalty: 4732.697266
	Iteration 6Q: 3 clusters Score -1750775 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1751129.125000 Penalty: 4732.697266
	Iteration 7Q: 3 clusters Score -1751129 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1751557.125000 Penalty: 4732.697266
	Iteration 8Q: 3 clusters Score -1751557 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1751934.250000 Penalty: 4732.697266
	Iteration 9Q: 3 clusters Score -1751934 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1752279.250000 Penalty: 4732.697266
	Iteration 10Q: 3 clusters Score -1752279 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1752567.625000 Penalty: 4732.697266
	Iteration 11Q: 3 clusters Score -1752568 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1752810.125000 Penalty: 4732.697266
	Iteration 12Q: 3 clusters Score -1752810 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1753008.250000 Penalty: 4732.697266
	Iteration 13Q: 3 clusters Score -1753008 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1753174.750000 Penalty: 4732.697266
	Iteration 14Q: 3 clusters Score -1753175 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1753303.750000 Penalty: 4732.697266
	Iteration 15Q: 3 clusters Score -1753304 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1753422.500000 Penalty: 4732.697266
	Iteration 16Q: 3 clusters Score -1753422 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1753525.375000 Penalty: 4732.697266
	Iteration 17Q: 3 clusters Score -1753525 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1753638.125000 Penalty: 4732.697266
	Iteration 18Q: 3 clusters Score -1753638 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1753761.750000 Penalty: 4732.697266
	Iteration 19Q: 3 clusters Score -1753762 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1753935.500000 Penalty: 4732.697266
	Iteration 20F: 3 clusters Score -1753936 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1754150.750000 Penalty: 4732.697266
	Iteration 21Q: 3 clusters Score -1754151 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1754347.750000 Penalty: 4732.697266
	Iteration 22Q: 3 clusters Score -1754348 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1754456.500000 Penalty: 4732.697266
	Iteration 23Q: 3 clusters Score -1754456 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1754521.250000 Penalty: 4732.697266
	Iteration 24Q: 3 clusters Score -1754521 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1754563.250000 Penalty: 4732.697266
	Iteration 25Q: 3 clusters Score -1754563 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1754594.000000 Penalty: 4732.697266
	Iteration 26Q: 3 clusters Score -1754594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1754616.500000 Penalty: 4732.697266
	Iteration 27Q: 3 clusters Score -1754616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1754620.125000 Penalty: 4732.697266
	Iteration 28Q: 3 clusters Score -1754620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1754629.125000 Penalty: 4732.697266
	Iteration 29Q: 3 clusters Score -1754629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1754632.875000 Penalty: 4732.697266
	Iteration 30Q: 3 clusters Score -1754633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1754639.125000 Penalty: 4732.697266
	Iteration 31Q: 3 clusters Score -1754639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1754639.875000 Penalty: 4732.697266
	Iteration 32Q: 3 clusters Score -1754640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1754642.125000 Penalty: 4732.697266
	Iteration 33Q: 3 clusters Score -1754642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1754642.250000 Penalty: 4732.697266
	Iteration 34Q: 3 clusters Score -1754642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1754644.125000 Penalty: 4732.697266
	Iteration 35Q: 3 clusters Score -1754644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1754643.000000 Penalty: 4732.697266
	Iteration 36Q: 3 clusters Score -1754643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1754646.750000 Penalty: 4732.697266
	Iteration 37Q: 3 clusters Score -1754647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1754648.500000 Penalty: 4732.697266
	Iteration 38Q: 3 clusters Score -1754648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1754651.000000 Penalty: 4732.697266
	Iteration 39Q: 3 clusters Score -1754651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1754649.625000 Penalty: 4732.697266
	Iteration 40F: 3 clusters Score -1754650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1754649.375000 Penalty: 4732.697266
	Iteration 41Q: 3 clusters Score -1754649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1754650.250000 Penalty: 4732.697266
	Iteration 42Q: 3 clusters Score -1754650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1754652.625000 Penalty: 4732.697266
	Iteration 43Q: 3 clusters Score -1754653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1754652.875000 Penalty: 4732.697266
	Iteration 44Q: 3 clusters Score -1754653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1754652.750000 Penalty: 4732.697266
	Iteration 45Q: 3 clusters Score -1754653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1754653.625000 Penalty: 4732.697266
	Iteration 46Q: 3 clusters Score -1754654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1754653.625000 Penalty: 4732.697266
	Iteration 47F: 3 clusters Score -1754654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Entering Unmasked Estep 
Score: -1274304.500000 Penalty: 2287.367676
	Iteration 0F: 2 clusters Score -1274304 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 5019 members 
Entering Unmasked Estep 
Score: -1266573.625000 Penalty: 4574.735352
	Iteration 0F: 3 clusters Score -1266574 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1268771.750000 Penalty: 4574.735352
	Iteration 1F: 3 clusters Score -1268772 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1269062.750000 Penalty: 4574.735352
	Iteration 2F: 3 clusters Score -1269063 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1269274.250000 Penalty: 4574.735352
	Iteration 3F: 3 clusters Score -1269274 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1269428.000000 Penalty: 4574.735352
	Iteration 4Q: 3 clusters Score -1269428 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1269547.875000 Penalty: 4574.735352
	Iteration 5Q: 3 clusters Score -1269548 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1269658.625000 Penalty: 4574.735352
	Iteration 6Q: 3 clusters Score -1269659 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1269790.875000 Penalty: 4574.735352
	Iteration 7Q: 3 clusters Score -1269791 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1269964.000000 Penalty: 4574.735352
	Iteration 8Q: 3 clusters Score -1269964 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1270151.375000 Penalty: 4574.735352
	Iteration 9Q: 3 clusters Score -1270151 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1270355.125000 Penalty: 4574.735352
	Iteration 10Q: 3 clusters Score -1270355 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1270585.250000 Penalty: 4574.735352
	Iteration 11Q: 3 clusters Score -1270585 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1270848.250000 Penalty: 4574.735352
	Iteration 12Q: 3 clusters Score -1270848 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1271141.375000 Penalty: 4574.735352
	Iteration 13Q: 3 clusters Score -1271141 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1271392.375000 Penalty: 4574.735352
	Iteration 14Q: 3 clusters Score -1271392 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1271628.875000 Penalty: 4574.735352
	Iteration 15Q: 3 clusters Score -1271629 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1271817.000000 Penalty: 4574.735352
	Iteration 16Q: 3 clusters Score -1271817 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1271937.125000 Penalty: 4574.735352
	Iteration 17Q: 3 clusters Score -1271937 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1272018.875000 Penalty: 4574.735352
	Iteration 18Q: 3 clusters Score -1272019 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1272075.000000 Penalty: 4574.735352
	Iteration 19Q: 3 clusters Score -1272075 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1272107.000000 Penalty: 4574.735352
	Iteration 20F: 3 clusters Score -1272107 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1272135.625000 Penalty: 4574.735352
	Iteration 21Q: 3 clusters Score -1272136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1272153.375000 Penalty: 4574.735352
	Iteration 22Q: 3 clusters Score -1272153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1272163.375000 Penalty: 4574.735352
	Iteration 23Q: 3 clusters Score -1272163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1272175.375000 Penalty: 4574.735352
	Iteration 24Q: 3 clusters Score -1272175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1272190.250000 Penalty: 4574.735352
	Iteration 25Q: 3 clusters Score -1272190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1272206.750000 Penalty: 4574.735352
	Iteration 26Q: 3 clusters Score -1272207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1272218.625000 Penalty: 4574.735352
	Iteration 27Q: 3 clusters Score -1272219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1272231.500000 Penalty: 4574.735352
	Iteration 28Q: 3 clusters Score -1272232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1272237.875000 Penalty: 4574.735352
	Iteration 29Q: 3 clusters Score -1272238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1272247.875000 Penalty: 4574.735352
	Iteration 30Q: 3 clusters Score -1272248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1272260.625000 Penalty: 4574.735352
	Iteration 31Q: 3 clusters Score -1272261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1272265.250000 Penalty: 4574.735352
	Iteration 32Q: 3 clusters Score -1272265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1272270.500000 Penalty: 4574.735352
	Iteration 33Q: 3 clusters Score -1272270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1272277.500000 Penalty: 4574.735352
	Iteration 34Q: 3 clusters Score -1272278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1272280.000000 Penalty: 4574.735352
	Iteration 35Q: 3 clusters Score -1272280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1272282.625000 Penalty: 4574.735352
	Iteration 36Q: 3 clusters Score -1272283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1272284.625000 Penalty: 4574.735352
	Iteration 37Q: 3 clusters Score -1272285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1272284.625000 Penalty: 4574.735352
	Iteration 38F: 3 clusters Score -1272285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (176918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176918 members 
Entering Unmasked Estep 
Score: -23013350.000000 Penalty: 2996.693604
	Iteration 0F: 2 clusters Score -2.301335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88211 members 
Mstep: Class 2 contains 88707 members 
Entering Unmasked Estep 
Score: -22897656.000000 Penalty: 5993.387207
	Iteration 0F: 3 clusters Score -2.289766e+07 nChanged 84770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 92683 members 
Entering Unmasked Estep 
Score: -22947452.000000 Penalty: 5993.387207
	Iteration 1F: 3 clusters Score -2.294745e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82095 members 
Mstep: Class 2 contains 94823 members 
Entering Unmasked Estep 
Score: -22949102.000000 Penalty: 5993.387207
	Iteration 2Q: 3 clusters Score -2.29491e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78835 members 
Mstep: Class 2 contains 98083 members 
Entering Unmasked Estep 
Score: -22951312.000000 Penalty: 5993.387207
	Iteration 3Q: 3 clusters Score -2.295131e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74181 members 
Mstep: Class 2 contains 102737 members 
Entering Unmasked Estep 
Score: -22954838.000000 Penalty: 5993.387207
	Iteration 4Q: 3 clusters Score -2.295484e+07 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67486 members 
Mstep: Class 2 contains 109432 members 
Entering Unmasked Estep 
Score: -22960124.000000 Penalty: 5993.387207
	Iteration 5F: 3 clusters Score -2.296012e+07 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 118260 members 
Entering Unmasked Estep 
Score: -22967690.000000 Penalty: 5993.387207
	Iteration 6F: 3 clusters Score -2.296769e+07 nChanged 12602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 128732 members 
Entering Unmasked Estep 
Score: -22977646.000000 Penalty: 5993.387207
	Iteration 7F: 3 clusters Score -2.297765e+07 nChanged 11929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 139057 members 
Entering Unmasked Estep 
Score: -22988160.000000 Penalty: 5993.387207
	Iteration 8F: 3 clusters Score -2.298816e+07 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 147121 members 
Entering Unmasked Estep 
Score: -22996614.000000 Penalty: 5993.387207
	Iteration 9F: 3 clusters Score -2.299661e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 152429 members 
Entering Unmasked Estep 
Score: -23001304.000000 Penalty: 5993.387207
	Iteration 10Q: 3 clusters Score -2.30013e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 156009 members 
Entering Unmasked Estep 
Score: -23003856.000000 Penalty: 5993.387207
	Iteration 11Q: 3 clusters Score -2.300386e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 158779 members 
Entering Unmasked Estep 
Score: -23005302.000000 Penalty: 5993.387207
	Iteration 12Q: 3 clusters Score -2.30053e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 161036 members 
Entering Unmasked Estep 
Score: -23006306.000000 Penalty: 5993.387207
	Iteration 13Q: 3 clusters Score -2.300631e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 163002 members 
Entering Unmasked Estep 
Score: -23007174.000000 Penalty: 5993.387207
	Iteration 14Q: 3 clusters Score -2.300717e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 164671 members 
Entering Unmasked Estep 
Score: -23008014.000000 Penalty: 5993.387207
	Iteration 15Q: 3 clusters Score -2.300801e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 166099 members 
Entering Unmasked Estep 
Score: -23008496.000000 Penalty: 5993.387207
	Iteration 16Q: 3 clusters Score -2.30085e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 167267 members 
Entering Unmasked Estep 
Score: -23008958.000000 Penalty: 5993.387207
	Iteration 17Q: 3 clusters Score -2.300896e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 168238 members 
Entering Unmasked Estep 
Score: -23009358.000000 Penalty: 5993.387207
	Iteration 18Q: 3 clusters Score -2.300936e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 169072 members 
Entering Unmasked Estep 
Score: -23009610.000000 Penalty: 5993.387207
	Iteration 19Q: 3 clusters Score -2.300961e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 169812 members 
Entering Unmasked Estep 
Score: -23009828.000000 Penalty: 5993.387207
	Iteration 20F: 3 clusters Score -2.300983e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 170472 members 
Entering Unmasked Estep 
Score: -23009942.000000 Penalty: 5993.387207
	Iteration 21Q: 3 clusters Score -2.300994e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 171027 members 
Entering Unmasked Estep 
Score: -23010090.000000 Penalty: 5993.387207
	Iteration 22Q: 3 clusters Score -2.301009e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 171537 members 
Entering Unmasked Estep 
Score: -23010272.000000 Penalty: 5993.387207
	Iteration 23Q: 3 clusters Score -2.301027e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 171982 members 
Entering Unmasked Estep 
Score: -23010388.000000 Penalty: 5993.387207
	Iteration 24Q: 3 clusters Score -2.301039e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 172389 members 
Entering Unmasked Estep 
Score: -23010568.000000 Penalty: 5993.387207
	Iteration 25Q: 3 clusters Score -2.301057e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 172719 members 
Entering Unmasked Estep 
Score: -23010594.000000 Penalty: 5993.387207
	Iteration 26Q: 3 clusters Score -2.301059e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 173008 members 
Entering Unmasked Estep 
Score: -23010682.000000 Penalty: 5993.387207
	Iteration 27Q: 3 clusters Score -2.301068e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 173266 members 
Entering Unmasked Estep 
Score: -23010700.000000 Penalty: 5993.387207
	Iteration 28Q: 3 clusters Score -2.30107e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 173475 members 
Entering Unmasked Estep 
Score: -23010764.000000 Penalty: 5993.387207
	Iteration 29Q: 3 clusters Score -2.301076e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 173659 members 
Entering Unmasked Estep 
Score: -23010786.000000 Penalty: 5993.387207
	Iteration 30Q: 3 clusters Score -2.301079e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 173832 members 
Entering Unmasked Estep 
Score: -23010834.000000 Penalty: 5993.387207
	Iteration 31Q: 3 clusters Score -2.301083e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 173974 members 
Entering Unmasked Estep 
Score: -23010872.000000 Penalty: 5993.387207
	Iteration 32Q: 3 clusters Score -2.301087e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 174089 members 
Entering Unmasked Estep 
Score: -23010988.000000 Penalty: 5993.387207
	Iteration 33Q: 3 clusters Score -2.301099e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 174187 members 
Entering Unmasked Estep 
Score: -23011018.000000 Penalty: 5993.387207
	Iteration 34Q: 3 clusters Score -2.301102e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 174268 members 
Entering Unmasked Estep 
Score: -23011036.000000 Penalty: 5993.387207
	Iteration 35Q: 3 clusters Score -2.301104e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 174354 members 
Entering Unmasked Estep 
Score: -23011022.000000 Penalty: 5993.387207
	Iteration 36Q: 3 clusters Score -2.301102e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 174434 members 
Entering Unmasked Estep 
Score: -23011066.000000 Penalty: 5993.387207
	Iteration 37Q: 3 clusters Score -2.301107e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 174510 members 
Entering Unmasked Estep 
Score: -23011104.000000 Penalty: 5993.387207
	Iteration 38Q: 3 clusters Score -2.30111e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 174578 members 
Entering Unmasked Estep 
Score: -23011162.000000 Penalty: 5993.387207
	Iteration 39Q: 3 clusters Score -2.301116e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 174648 members 
Entering Unmasked Estep 
Score: -23011164.000000 Penalty: 5993.387207
	Iteration 40F: 3 clusters Score -2.301116e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 174704 members 
Entering Unmasked Estep 
Score: -23011232.000000 Penalty: 5993.387207
	Iteration 41Q: 3 clusters Score -2.301123e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 174762 members 
Entering Unmasked Estep 
Score: -23011278.000000 Penalty: 5993.387207
	Iteration 42Q: 3 clusters Score -2.301128e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 174810 members 
Entering Unmasked Estep 
Score: -23011336.000000 Penalty: 5993.387207
	Iteration 43Q: 3 clusters Score -2.301134e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 174864 members 
Entering Unmasked Estep 
Score: -23011422.000000 Penalty: 5993.387207
	Iteration 44Q: 3 clusters Score -2.301142e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 174911 members 
Entering Unmasked Estep 
Score: -23011436.000000 Penalty: 5993.387207
	Iteration 45Q: 3 clusters Score -2.301144e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 174949 members 
Entering Unmasked Estep 
Score: -23011442.000000 Penalty: 5993.387207
	Iteration 46Q: 3 clusters Score -2.301144e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 174985 members 
Entering Unmasked Estep 
Score: -23011508.000000 Penalty: 5993.387207
	Iteration 47Q: 3 clusters Score -2.301151e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 175004 members 
Entering Unmasked Estep 
Score: -23011526.000000 Penalty: 5993.387207
	Iteration 48Q: 3 clusters Score -2.301153e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 175021 members 
Entering Unmasked Estep 
Score: -23011516.000000 Penalty: 5993.387207
	Iteration 49Q: 3 clusters Score -2.301152e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 175039 members 
Entering Unmasked Estep 
Score: -23011566.000000 Penalty: 5993.387207
	Iteration 50Q: 3 clusters Score -2.301157e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 175048 members 
Entering Unmasked Estep 
Score: -23011600.000000 Penalty: 5993.387207
	Iteration 51Q: 3 clusters Score -2.30116e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 175042 members 
Entering Unmasked Estep 
Score: -23011628.000000 Penalty: 5993.387207
	Iteration 52Q: 3 clusters Score -2.301163e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 175033 members 
Entering Unmasked Estep 
Score: -23011652.000000 Penalty: 5993.387207
	Iteration 53Q: 3 clusters Score -2.301165e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 175026 members 
Entering Unmasked Estep 
Score: -23011684.000000 Penalty: 5993.387207
	Iteration 54Q: 3 clusters Score -2.301168e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 175030 members 
Entering Unmasked Estep 
Score: -23011676.000000 Penalty: 5993.387207
	Iteration 55Q: 3 clusters Score -2.301168e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 175036 members 
Entering Unmasked Estep 
Score: -23011692.000000 Penalty: 5993.387207
	Iteration 56Q: 3 clusters Score -2.301169e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 175044 members 
Entering Unmasked Estep 
Score: -23011718.000000 Penalty: 5993.387207
	Iteration 57Q: 3 clusters Score -2.301172e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 175047 members 
Entering Unmasked Estep 
Score: -23011702.000000 Penalty: 5993.387207
	Iteration 58Q: 3 clusters Score -2.30117e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 175050 members 
Entering Unmasked Estep 
Score: -23011716.000000 Penalty: 5993.387207
	Iteration 59Q: 3 clusters Score -2.301172e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 175054 members 
Entering Unmasked Estep 
Score: -23011752.000000 Penalty: 5993.387207
	Iteration 60F: 3 clusters Score -2.301175e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 175059 members 
Entering Unmasked Estep 
Score: -23011826.000000 Penalty: 5993.387207
	Iteration 61Q: 3 clusters Score -2.301183e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 175067 members 
Entering Unmasked Estep 
Score: -23011824.000000 Penalty: 5993.387207
	Iteration 62Q: 3 clusters Score -2.301182e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 175083 members 
Entering Unmasked Estep 
Score: -23011834.000000 Penalty: 5993.387207
	Iteration 63Q: 3 clusters Score -2.301183e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 175093 members 
Entering Unmasked Estep 
Score: -23011828.000000 Penalty: 5993.387207
	Iteration 64Q: 3 clusters Score -2.301183e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 175101 members 
Entering Unmasked Estep 
Score: -23011830.000000 Penalty: 5993.387207
	Iteration 65Q: 3 clusters Score -2.301183e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 175110 members 
Entering Unmasked Estep 
Score: -23011850.000000 Penalty: 5993.387207
	Iteration 66Q: 3 clusters Score -2.301185e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 175117 members 
Entering Unmasked Estep 
Score: -23011836.000000 Penalty: 5993.387207
	Iteration 67Q: 3 clusters Score -2.301184e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 175123 members 
Entering Unmasked Estep 
Score: -23011844.000000 Penalty: 5993.387207
	Iteration 68Q: 3 clusters Score -2.301184e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 175128 members 
Entering Unmasked Estep 
Score: -23011844.000000 Penalty: 5993.387207
	Iteration 69Q: 3 clusters Score -2.301184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 175131 members 
Entering Unmasked Estep 
Score: -23011858.000000 Penalty: 5993.387207
	Iteration 70Q: 3 clusters Score -2.301186e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 175142 members 
Entering Unmasked Estep 
Score: -23011866.000000 Penalty: 5993.387207
	Iteration 71Q: 3 clusters Score -2.301187e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 175141 members 
Entering Unmasked Estep 
Score: -23011866.000000 Penalty: 5993.387207
	Iteration 72Q: 3 clusters Score -2.301187e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 175141 members 
Entering Unmasked Estep 
Score: -23011870.000000 Penalty: 5993.387207
	Iteration 73Q: 3 clusters Score -2.301187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 175141 members 
Entering Unmasked Estep 
Score: -23011894.000000 Penalty: 5993.387207
	Iteration 74Q: 3 clusters Score -2.301189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 175143 members 
Entering Unmasked Estep 
Score: -23011898.000000 Penalty: 5993.387207
	Iteration 75Q: 3 clusters Score -2.30119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 175140 members 
Entering Unmasked Estep 
Score: -23011900.000000 Penalty: 5993.387207
	Iteration 76Q: 3 clusters Score -2.30119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 175136 members 
Entering Unmasked Estep 
Score: -23011906.000000 Penalty: 5993.387207
	Iteration 77Q: 3 clusters Score -2.301191e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 175134 members 
Entering Unmasked Estep 
Score: -23011914.000000 Penalty: 5993.387207
	Iteration 78Q: 3 clusters Score -2.301191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 175132 members 
Entering Unmasked Estep 
Score: -23011898.000000 Penalty: 5993.387207
	Iteration 79Q: 3 clusters Score -2.30119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 175127 members 
Entering Unmasked Estep 
Score: -23011906.000000 Penalty: 5993.387207
	Iteration 80F: 3 clusters Score -2.301191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 175122 members 
Entering Unmasked Estep 
Score: -23011922.000000 Penalty: 5993.387207
	Iteration 81Q: 3 clusters Score -2.301192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 175114 members 
Entering Unmasked Estep 
Score: -23011926.000000 Penalty: 5993.387207
	Iteration 82Q: 3 clusters Score -2.301193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 175111 members 
Entering Unmasked Estep 
Score: -23011932.000000 Penalty: 5993.387207
	Iteration 83Q: 3 clusters Score -2.301193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 175108 members 
Entering Unmasked Estep 
Score: -23011938.000000 Penalty: 5993.387207
	Iteration 84Q: 3 clusters Score -2.301194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 175101 members 
Entering Unmasked Estep 
Score: -23011942.000000 Penalty: 5993.387207
	Iteration 85Q: 3 clusters Score -2.301194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 175094 members 
Entering Unmasked Estep 
Score: -23011940.000000 Penalty: 5993.387207
	Iteration 86Q: 3 clusters Score -2.301194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 175090 members 
Entering Unmasked Estep 
Score: -23011966.000000 Penalty: 5993.387207
	Iteration 87Q: 3 clusters Score -2.301197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 175086 members 
Entering Unmasked Estep 
Score: -23011978.000000 Penalty: 5993.387207
	Iteration 88Q: 3 clusters Score -2.301198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 175080 members 
Entering Unmasked Estep 
Score: -23011986.000000 Penalty: 5993.387207
	Iteration 89Q: 3 clusters Score -2.301199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 175083 members 
Entering Unmasked Estep 
Score: -23011992.000000 Penalty: 5993.387207
	Iteration 90Q: 3 clusters Score -2.301199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 175082 members 
Entering Unmasked Estep 
Score: -23012000.000000 Penalty: 5993.387207
	Iteration 91Q: 3 clusters Score -2.3012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 175081 members 
Entering Unmasked Estep 
Score: -23012016.000000 Penalty: 5993.387207
	Iteration 92Q: 3 clusters Score -2.301202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 175080 members 
Entering Unmasked Estep 
Score: -23012008.000000 Penalty: 5993.387207
	Iteration 93Q: 3 clusters Score -2.301201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 175080 members 
Entering Unmasked Estep 
Score: -23012022.000000 Penalty: 5993.387207
	Iteration 94Q: 3 clusters Score -2.301202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 175081 members 
Entering Unmasked Estep 
Score: -23012010.000000 Penalty: 5993.387207
	Iteration 95Q: 3 clusters Score -2.301201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 175078 members 
Entering Unmasked Estep 
Score: -23012004.000000 Penalty: 5993.387207
	Iteration 96Q: 3 clusters Score -2.3012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 175076 members 
Entering Unmasked Estep 
Score: -23012016.000000 Penalty: 5993.387207
	Iteration 97Q: 3 clusters Score -2.301202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 175073 members 
Entering Unmasked Estep 
Score: -23012014.000000 Penalty: 5993.387207
	Iteration 98Q: 3 clusters Score -2.301201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 175069 members 
Entering Unmasked Estep 
Score: -23012008.000000 Penalty: 5993.387207
	Iteration 99Q: 3 clusters Score -2.301201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 175067 members 
Entering Unmasked Estep 
Score: -23012016.000000 Penalty: 5993.387207
	Iteration 100F: 3 clusters Score -2.301202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 175067 members 
Entering Unmasked Estep 
Score: -23012012.000000 Penalty: 5993.387207
	Iteration 101Q: 3 clusters Score -2.301201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 175068 members 
Entering Unmasked Estep 
Score: -23012016.000000 Penalty: 5993.387207
	Iteration 102Q: 3 clusters Score -2.301202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 175067 members 
Entering Unmasked Estep 
Score: -23012018.000000 Penalty: 5993.387207
	Iteration 103Q: 3 clusters Score -2.301202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 175066 members 
Entering Unmasked Estep 
Score: -23012018.000000 Penalty: 5993.387207
	Iteration 104Q: 3 clusters Score -2.301202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 175065 members 
Entering Unmasked Estep 
Score: -23012016.000000 Penalty: 5993.387207
	Iteration 105Q: 3 clusters Score -2.301202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 175067 members 
Entering Unmasked Estep 
Score: -23012008.000000 Penalty: 5993.387207
	Iteration 106Q: 3 clusters Score -2.301201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 175068 members 
Entering Unmasked Estep 
Score: -23012010.000000 Penalty: 5993.387207
	Iteration 107Q: 3 clusters Score -2.301201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 175066 members 
Entering Unmasked Estep 
Score: -23012000.000000 Penalty: 5993.387207
	Iteration 108Q: 3 clusters Score -2.3012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 175068 members 
Entering Unmasked Estep 
Score: -23012002.000000 Penalty: 5993.387207
	Iteration 109Q: 3 clusters Score -2.3012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 175069 members 
Entering Unmasked Estep 
Score: -23012002.000000 Penalty: 5993.387207
	Iteration 110Q: 3 clusters Score -2.3012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 175069 members 
Entering Unmasked Estep 
Score: -23012002.000000 Penalty: 5993.387207
	Iteration 111F: 3 clusters Score -2.3012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -66184.406250 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -66184.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -64723.460938 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -64723.46 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65112.292969 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -65112.29 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -65363.937500 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -65363.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -65653.718750 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -65653.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -65884.429688 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -65884.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -66033.695312 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -66033.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -66078.328125 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -66078.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -66091.414062 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -66091.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -66098.914062 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -66098.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -66098.914062 Penalty: 3167.056396
	Iteration 9F: 3 clusters Score -66098.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Entering Unmasked Estep 
Score: -5479594.000000 Penalty: 2640.501953
	Iteration 0F: 2 clusters Score -5479594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -5451175.500000 Penalty: 5281.003906
	Iteration 0F: 3 clusters Score -5451176 nChanged 19242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -5461643.500000 Penalty: 5281.003906
	Iteration 1F: 3 clusters Score -5461644 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -5462235.000000 Penalty: 5281.003906
	Iteration 2Q: 3 clusters Score -5462235 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -5462805.500000 Penalty: 5281.003906
	Iteration 3Q: 3 clusters Score -5462806 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -5463517.000000 Penalty: 5281.003906
	Iteration 4Q: 3 clusters Score -5463517 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -5464288.000000 Penalty: 5281.003906
	Iteration 5Q: 3 clusters Score -5464288 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -5465388.500000 Penalty: 5281.003906
	Iteration 6F: 3 clusters Score -5465388 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -5466708.000000 Penalty: 5281.003906
	Iteration 7F: 3 clusters Score -5466708 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -5468355.000000 Penalty: 5281.003906
	Iteration 8F: 3 clusters Score -5468355 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -5470189.000000 Penalty: 5281.003906
	Iteration 9F: 3 clusters Score -5470189 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -5472076.500000 Penalty: 5281.003906
	Iteration 10F: 3 clusters Score -5472076 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -5473778.000000 Penalty: 5281.003906
	Iteration 11Q: 3 clusters Score -5473778 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -5475009.500000 Penalty: 5281.003906
	Iteration 12Q: 3 clusters Score -5475010 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -5475794.000000 Penalty: 5281.003906
	Iteration 13Q: 3 clusters Score -5475794 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -5476312.500000 Penalty: 5281.003906
	Iteration 14Q: 3 clusters Score -5476312 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -5476670.500000 Penalty: 5281.003906
	Iteration 15Q: 3 clusters Score -5476670 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -5476883.500000 Penalty: 5281.003906
	Iteration 16Q: 3 clusters Score -5476884 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -5477046.000000 Penalty: 5281.003906
	Iteration 17Q: 3 clusters Score -5477046 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -5477169.000000 Penalty: 5281.003906
	Iteration 18Q: 3 clusters Score -5477169 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -5477260.500000 Penalty: 5281.003906
	Iteration 19Q: 3 clusters Score -5477260 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -5477326.000000 Penalty: 5281.003906
	Iteration 20F: 3 clusters Score -5477326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -5477382.000000 Penalty: 5281.003906
	Iteration 21Q: 3 clusters Score -5477382 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -5477428.500000 Penalty: 5281.003906
	Iteration 22Q: 3 clusters Score -5477428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -5477481.000000 Penalty: 5281.003906
	Iteration 23Q: 3 clusters Score -5477481 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -5477518.000000 Penalty: 5281.003906
	Iteration 24Q: 3 clusters Score -5477518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -5477553.000000 Penalty: 5281.003906
	Iteration 25Q: 3 clusters Score -5477553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -5477572.000000 Penalty: 5281.003906
	Iteration 26Q: 3 clusters Score -5477572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -5477576.000000 Penalty: 5281.003906
	Iteration 27Q: 3 clusters Score -5477576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -5477592.500000 Penalty: 5281.003906
	Iteration 28Q: 3 clusters Score -5477592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -5477600.000000 Penalty: 5281.003906
	Iteration 29Q: 3 clusters Score -5477600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -5477606.500000 Penalty: 5281.003906
	Iteration 30Q: 3 clusters Score -5477606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -5477604.500000 Penalty: 5281.003906
	Iteration 31Q: 3 clusters Score -5477604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -5477611.500000 Penalty: 5281.003906
	Iteration 32Q: 3 clusters Score -5477612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -5477610.000000 Penalty: 5281.003906
	Iteration 33Q: 3 clusters Score -5477610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -5477616.000000 Penalty: 5281.003906
	Iteration 34Q: 3 clusters Score -5477616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -5477623.000000 Penalty: 5281.003906
	Iteration 35Q: 3 clusters Score -5477623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -5477622.000000 Penalty: 5281.003906
	Iteration 36Q: 3 clusters Score -5477622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -5477618.500000 Penalty: 5281.003906
	Iteration 37Q: 3 clusters Score -5477618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -5477619.500000 Penalty: 5281.003906
	Iteration 38Q: 3 clusters Score -5477620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -5477618.000000 Penalty: 5281.003906
	Iteration 39Q: 3 clusters Score -5477618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -5477621.500000 Penalty: 5281.003906
	Iteration 40F: 3 clusters Score -5477622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -5477624.000000 Penalty: 5281.003906
	Iteration 41Q: 3 clusters Score -5477624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -5477626.000000 Penalty: 5281.003906
	Iteration 42Q: 3 clusters Score -5477626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -5477623.000000 Penalty: 5281.003906
	Iteration 43Q: 3 clusters Score -5477623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -5477626.500000 Penalty: 5281.003906
	Iteration 44Q: 3 clusters Score -5477626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -5477630.500000 Penalty: 5281.003906
	Iteration 45Q: 3 clusters Score -5477630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -5477631.500000 Penalty: 5281.003906
	Iteration 46Q: 3 clusters Score -5477632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -5477636.500000 Penalty: 5281.003906
	Iteration 47Q: 3 clusters Score -5477636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -5477636.500000 Penalty: 5281.003906
	Iteration 48Q: 3 clusters Score -5477636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -5477636.500000 Penalty: 5281.003906
	Iteration 49Q: 3 clusters Score -5477636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -5477639.000000 Penalty: 5281.003906
	Iteration 50Q: 3 clusters Score -5477639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -5477639.000000 Penalty: 5281.003906
	Iteration 51F: 3 clusters Score -5477639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Entering Unmasked Estep 
Score: -1446725.625000 Penalty: 2304.624756
	Iteration 0F: 2 clusters Score -1446726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1438514.875000 Penalty: 4609.249512
	Iteration 0F: 3 clusters Score -1438515 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1440851.250000 Penalty: 4609.249512
	Iteration 1F: 3 clusters Score -1440851 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1441100.500000 Penalty: 4609.249512
	Iteration 2F: 3 clusters Score -1441100 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1441257.500000 Penalty: 4609.249512
	Iteration 3Q: 3 clusters Score -1441258 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1441379.625000 Penalty: 4609.249512
	Iteration 4Q: 3 clusters Score -1441380 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1441468.125000 Penalty: 4609.249512
	Iteration 5Q: 3 clusters Score -1441468 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1441568.000000 Penalty: 4609.249512
	Iteration 6Q: 3 clusters Score -1441568 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1441666.375000 Penalty: 4609.249512
	Iteration 7Q: 3 clusters Score -1441666 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1441779.500000 Penalty: 4609.249512
	Iteration 8Q: 3 clusters Score -1441780 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1441888.250000 Penalty: 4609.249512
	Iteration 9Q: 3 clusters Score -1441888 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1442006.875000 Penalty: 4609.249512
	Iteration 10Q: 3 clusters Score -1442007 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1442134.875000 Penalty: 4609.249512
	Iteration 11Q: 3 clusters Score -1442135 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1442276.500000 Penalty: 4609.249512
	Iteration 12Q: 3 clusters Score -1442276 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1442478.875000 Penalty: 4609.249512
	Iteration 13Q: 3 clusters Score -1442479 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1442729.750000 Penalty: 4609.249512
	Iteration 14Q: 3 clusters Score -1442730 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1443064.125000 Penalty: 4609.249512
	Iteration 15Q: 3 clusters Score -1443064 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1443418.125000 Penalty: 4609.249512
	Iteration 16Q: 3 clusters Score -1443418 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1443705.625000 Penalty: 4609.249512
	Iteration 17Q: 3 clusters Score -1443706 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1443944.750000 Penalty: 4609.249512
	Iteration 18Q: 3 clusters Score -1443945 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1444164.500000 Penalty: 4609.249512
	Iteration 19Q: 3 clusters Score -1444164 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1444315.125000 Penalty: 4609.249512
	Iteration 20F: 3 clusters Score -1444315 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1444426.375000 Penalty: 4609.249512
	Iteration 21Q: 3 clusters Score -1444426 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1444503.875000 Penalty: 4609.249512
	Iteration 22Q: 3 clusters Score -1444504 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1444560.875000 Penalty: 4609.249512
	Iteration 23Q: 3 clusters Score -1444561 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1444611.375000 Penalty: 4609.249512
	Iteration 24Q: 3 clusters Score -1444611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1444637.000000 Penalty: 4609.249512
	Iteration 25Q: 3 clusters Score -1444637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1444664.000000 Penalty: 4609.249512
	Iteration 26Q: 3 clusters Score -1444664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1444675.500000 Penalty: 4609.249512
	Iteration 27Q: 3 clusters Score -1444676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1444684.000000 Penalty: 4609.249512
	Iteration 28Q: 3 clusters Score -1444684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1444687.875000 Penalty: 4609.249512
	Iteration 29Q: 3 clusters Score -1444688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1444696.375000 Penalty: 4609.249512
	Iteration 30Q: 3 clusters Score -1444696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1444700.125000 Penalty: 4609.249512
	Iteration 31Q: 3 clusters Score -1444700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1444709.000000 Penalty: 4609.249512
	Iteration 32Q: 3 clusters Score -1444709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1444720.125000 Penalty: 4609.249512
	Iteration 33Q: 3 clusters Score -1444720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1444720.750000 Penalty: 4609.249512
	Iteration 34Q: 3 clusters Score -1444721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1444729.375000 Penalty: 4609.249512
	Iteration 35Q: 3 clusters Score -1444729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1444730.750000 Penalty: 4609.249512
	Iteration 36Q: 3 clusters Score -1444731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1444731.625000 Penalty: 4609.249512
	Iteration 37Q: 3 clusters Score -1444732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1444733.625000 Penalty: 4609.249512
	Iteration 38Q: 3 clusters Score -1444734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1444734.625000 Penalty: 4609.249512
	Iteration 39Q: 3 clusters Score -1444735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1444734.625000 Penalty: 4609.249512
	Iteration 40F: 3 clusters Score -1444735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -71002.070312 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -71002.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69281.640625 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -69281.64 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69498.898438 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -69498.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69573.781250 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -69573.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69602.617188 Penalty: 3257.069580
	Iteration 3Q: 3 clusters Score -69602.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69622.445312 Penalty: 3257.069580
	Iteration 4Q: 3 clusters Score -69622.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69634.367188 Penalty: 3257.069580
	Iteration 5Q: 3 clusters Score -69634.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69638.203125 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -69638.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69640.992188 Penalty: 3257.069580
	Iteration 7Q: 3 clusters Score -69640.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69653.507812 Penalty: 3257.069580
	Iteration 8Q: 3 clusters Score -69653.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69659.328125 Penalty: 3257.069580
	Iteration 9Q: 3 clusters Score -69659.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69667.953125 Penalty: 3257.069580
	Iteration 10Q: 3 clusters Score -69667.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69674.640625 Penalty: 3257.069580
	Iteration 11Q: 3 clusters Score -69674.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69680.210938 Penalty: 3257.069580
	Iteration 12Q: 3 clusters Score -69680.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69685.140625 Penalty: 3257.069580
	Iteration 13Q: 3 clusters Score -69685.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69695.906250 Penalty: 3257.069580
	Iteration 14Q: 3 clusters Score -69695.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69701.867188 Penalty: 3257.069580
	Iteration 15Q: 3 clusters Score -69701.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69706.250000 Penalty: 3257.069580
	Iteration 16Q: 3 clusters Score -69706.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69709.703125 Penalty: 3257.069580
	Iteration 17Q: 3 clusters Score -69709.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69716.312500 Penalty: 3257.069580
	Iteration 18Q: 3 clusters Score -69716.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69719.898438 Penalty: 3257.069580
	Iteration 19Q: 3 clusters Score -69719.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69729.468750 Penalty: 3257.069580
	Iteration 20F: 3 clusters Score -69729.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69731.656250 Penalty: 3257.069580
	Iteration 21Q: 3 clusters Score -69731.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69731.656250 Penalty: 3257.069580
	Iteration 22F: 3 clusters Score -69731.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (229924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229924 members 
Entering Unmasked Estep 
Score: -29962886.000000 Penalty: 3061.685059
	Iteration 0F: 2 clusters Score -2.996289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115404 members 
Mstep: Class 2 contains 114520 members 
Entering Unmasked Estep 
Score: -29814828.000000 Penalty: 6123.370117
	Iteration 0F: 3 clusters Score -2.981483e+07 nChanged 110702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123000 members 
Mstep: Class 2 contains 106924 members 
Entering Unmasked Estep 
Score: -29880216.000000 Penalty: 6123.370117
	Iteration 1F: 3 clusters Score -2.988022e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127875 members 
Mstep: Class 2 contains 102049 members 
Entering Unmasked Estep 
Score: -29881880.000000 Penalty: 6123.370117
	Iteration 2Q: 3 clusters Score -2.988188e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135462 members 
Mstep: Class 2 contains 94462 members 
Entering Unmasked Estep 
Score: -29884614.000000 Penalty: 6123.370117
	Iteration 3Q: 3 clusters Score -2.988461e+07 nChanged 11795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147017 members 
Mstep: Class 2 contains 82907 members 
Entering Unmasked Estep 
Score: -29890164.000000 Penalty: 6123.370117
	Iteration 4F: 3 clusters Score -2.989016e+07 nChanged 16691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163658 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -29901144.000000 Penalty: 6123.370117
	Iteration 5F: 3 clusters Score -2.990114e+07 nChanged 21562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185216 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -29919028.000000 Penalty: 6123.370117
	Iteration 6F: 3 clusters Score -2.991903e+07 nChanged 22049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207265 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -29939484.000000 Penalty: 6123.370117
	Iteration 7F: 3 clusters Score -2.993948e+07 nChanged 14772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222037 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -29953112.000000 Penalty: 6123.370117
	Iteration 8F: 3 clusters Score -2.995311e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227933 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -29958242.000000 Penalty: 6123.370117
	Iteration 9Q: 3 clusters Score -2.995824e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229359 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -29959626.000000 Penalty: 6123.370117
	Iteration 10Q: 3 clusters Score -2.995963e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229646 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29960010.000000 Penalty: 6123.370117
	Iteration 11Q: 3 clusters Score -2.996001e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229715 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29960120.000000 Penalty: 6123.370117
	Iteration 12Q: 3 clusters Score -2.996012e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229738 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29960178.000000 Penalty: 6123.370117
	Iteration 13Q: 3 clusters Score -2.996018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229746 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29960186.000000 Penalty: 6123.370117
	Iteration 14Q: 3 clusters Score -2.996019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229751 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29960186.000000 Penalty: 6123.370117
	Iteration 15Q: 3 clusters Score -2.996019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229752 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29960212.000000 Penalty: 6123.370117
	Iteration 16Q: 3 clusters Score -2.996021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229753 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29960218.000000 Penalty: 6123.370117
	Iteration 17Q: 3 clusters Score -2.996022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229755 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29960224.000000 Penalty: 6123.370117
	Iteration 18Q: 3 clusters Score -2.996022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229755 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29960224.000000 Penalty: 6123.370117
	Iteration 19F: 3 clusters Score -2.996022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (61385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Entering Unmasked Estep 
Score: -7848324.500000 Penalty: 2734.180176
	Iteration 0F: 2 clusters Score -7848324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -7807043.500000 Penalty: 5468.360352
	Iteration 0F: 3 clusters Score -7807044 nChanged 28509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -7822999.500000 Penalty: 5468.360352
	Iteration 1F: 3 clusters Score -7823000 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -7823521.000000 Penalty: 5468.360352
	Iteration 2Q: 3 clusters Score -7823521 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -7824060.500000 Penalty: 5468.360352
	Iteration 3Q: 3 clusters Score -7824060 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -7824540.000000 Penalty: 5468.360352
	Iteration 4Q: 3 clusters Score -7824540 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -7825045.500000 Penalty: 5468.360352
	Iteration 5Q: 3 clusters Score -7825046 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -7825834.500000 Penalty: 5468.360352
	Iteration 6Q: 3 clusters Score -7825834 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -7827048.500000 Penalty: 5468.360352
	Iteration 7Q: 3 clusters Score -7827048 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -7829166.500000 Penalty: 5468.360352
	Iteration 8F: 3 clusters Score -7829166 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -7832488.000000 Penalty: 5468.360352
	Iteration 9F: 3 clusters Score -7832488 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -7837086.000000 Penalty: 5468.360352
	Iteration 10F: 3 clusters Score -7837086 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56999 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -7841553.500000 Penalty: 5468.360352
	Iteration 11F: 3 clusters Score -7841554 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7844274.000000 Penalty: 5468.360352
	Iteration 12Q: 3 clusters Score -7844274 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60749 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7845307.000000 Penalty: 5468.360352
	Iteration 13Q: 3 clusters Score -7845307 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61070 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7845648.000000 Penalty: 5468.360352
	Iteration 14Q: 3 clusters Score -7845648 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7845799.500000 Penalty: 5468.360352
	Iteration 15Q: 3 clusters Score -7845800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61174 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7845842.000000 Penalty: 5468.360352
	Iteration 16Q: 3 clusters Score -7845842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7845860.500000 Penalty: 5468.360352
	Iteration 17Q: 3 clusters Score -7845860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7845876.000000 Penalty: 5468.360352
	Iteration 18Q: 3 clusters Score -7845876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -7845884.500000 Penalty: 5468.360352
	Iteration 19Q: 3 clusters Score -7845884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7845886.000000 Penalty: 5468.360352
	Iteration 20F: 3 clusters Score -7845886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7845887.000000 Penalty: 5468.360352
	Iteration 21Q: 3 clusters Score -7845887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7845886.000000 Penalty: 5468.360352
	Iteration 22Q: 3 clusters Score -7845886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61191 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7845883.000000 Penalty: 5468.360352
	Iteration 23Q: 3 clusters Score -7845883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61191 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7845883.000000 Penalty: 5468.360352
	Iteration 24F: 3 clusters Score -7845883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Entering Unmasked Estep 
Score: -2535767.250000 Penalty: 2459.023193
	Iteration 0F: 2 clusters Score -2535767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2521612.000000 Penalty: 4918.046387
	Iteration 0F: 3 clusters Score -2521612 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2526519.750000 Penalty: 4918.046387
	Iteration 1F: 3 clusters Score -2526520 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2527047.000000 Penalty: 4918.046387
	Iteration 2F: 3 clusters Score -2527047 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2527613.000000 Penalty: 4918.046387
	Iteration 3F: 3 clusters Score -2527613 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2528311.750000 Penalty: 4918.046387
	Iteration 4F: 3 clusters Score -2528312 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2529114.250000 Penalty: 4918.046387
	Iteration 5F: 3 clusters Score -2529114 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2529931.250000 Penalty: 4918.046387
	Iteration 6F: 3 clusters Score -2529931 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2530682.500000 Penalty: 4918.046387
	Iteration 7F: 3 clusters Score -2530682 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2531342.250000 Penalty: 4918.046387
	Iteration 8F: 3 clusters Score -2531342 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2531864.750000 Penalty: 4918.046387
	Iteration 9Q: 3 clusters Score -2531865 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2532232.500000 Penalty: 4918.046387
	Iteration 10Q: 3 clusters Score -2532232 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2532535.000000 Penalty: 4918.046387
	Iteration 11Q: 3 clusters Score -2532535 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2532813.250000 Penalty: 4918.046387
	Iteration 12Q: 3 clusters Score -2532813 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2533046.500000 Penalty: 4918.046387
	Iteration 13Q: 3 clusters Score -2533046 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2533239.000000 Penalty: 4918.046387
	Iteration 14Q: 3 clusters Score -2533239 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2533393.750000 Penalty: 4918.046387
	Iteration 15Q: 3 clusters Score -2533394 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2533536.000000 Penalty: 4918.046387
	Iteration 16Q: 3 clusters Score -2533536 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2533629.250000 Penalty: 4918.046387
	Iteration 17Q: 3 clusters Score -2533629 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2533696.000000 Penalty: 4918.046387
	Iteration 18Q: 3 clusters Score -2533696 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2533743.750000 Penalty: 4918.046387
	Iteration 19Q: 3 clusters Score -2533744 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2533782.500000 Penalty: 4918.046387
	Iteration 20F: 3 clusters Score -2533782 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2533816.250000 Penalty: 4918.046387
	Iteration 21Q: 3 clusters Score -2533816 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2533848.750000 Penalty: 4918.046387
	Iteration 22Q: 3 clusters Score -2533849 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2533876.500000 Penalty: 4918.046387
	Iteration 23Q: 3 clusters Score -2533876 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2533887.000000 Penalty: 4918.046387
	Iteration 24Q: 3 clusters Score -2533887 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2533907.500000 Penalty: 4918.046387
	Iteration 25Q: 3 clusters Score -2533908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2533916.000000 Penalty: 4918.046387
	Iteration 26Q: 3 clusters Score -2533916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2533923.000000 Penalty: 4918.046387
	Iteration 27Q: 3 clusters Score -2533923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2533932.000000 Penalty: 4918.046387
	Iteration 28Q: 3 clusters Score -2533932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2533937.750000 Penalty: 4918.046387
	Iteration 29Q: 3 clusters Score -2533938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2533955.250000 Penalty: 4918.046387
	Iteration 30Q: 3 clusters Score -2533955 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2533964.250000 Penalty: 4918.046387
	Iteration 31Q: 3 clusters Score -2533964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2533974.750000 Penalty: 4918.046387
	Iteration 32Q: 3 clusters Score -2533975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2533980.000000 Penalty: 4918.046387
	Iteration 33Q: 3 clusters Score -2533980 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2533996.000000 Penalty: 4918.046387
	Iteration 34Q: 3 clusters Score -2533996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2534007.000000 Penalty: 4918.046387
	Iteration 35Q: 3 clusters Score -2534007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2534006.500000 Penalty: 4918.046387
	Iteration 36Q: 3 clusters Score -2534006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2534012.500000 Penalty: 4918.046387
	Iteration 37Q: 3 clusters Score -2534012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2534011.750000 Penalty: 4918.046387
	Iteration 38Q: 3 clusters Score -2534012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2534011.000000 Penalty: 4918.046387
	Iteration 39Q: 3 clusters Score -2534011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2534014.500000 Penalty: 4918.046387
	Iteration 40F: 3 clusters Score -2534014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2534016.250000 Penalty: 4918.046387
	Iteration 41Q: 3 clusters Score -2534016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2534017.500000 Penalty: 4918.046387
	Iteration 42Q: 3 clusters Score -2534018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2534021.000000 Penalty: 4918.046387
	Iteration 43Q: 3 clusters Score -2534021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2534024.250000 Penalty: 4918.046387
	Iteration 44Q: 3 clusters Score -2534024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2534021.500000 Penalty: 4918.046387
	Iteration 45Q: 3 clusters Score -2534022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2534025.750000 Penalty: 4918.046387
	Iteration 46Q: 3 clusters Score -2534026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2534030.250000 Penalty: 4918.046387
	Iteration 47Q: 3 clusters Score -2534030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2534032.250000 Penalty: 4918.046387
	Iteration 48Q: 3 clusters Score -2534032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2534031.000000 Penalty: 4918.046387
	Iteration 49Q: 3 clusters Score -2534031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2534029.250000 Penalty: 4918.046387
	Iteration 50Q: 3 clusters Score -2534029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2534032.500000 Penalty: 4918.046387
	Iteration 51Q: 3 clusters Score -2534032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2534032.250000 Penalty: 4918.046387
	Iteration 52Q: 3 clusters Score -2534032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2534032.250000 Penalty: 4918.046387
	Iteration 53Q: 3 clusters Score -2534032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2534032.250000 Penalty: 4918.046387
	Iteration 54F: 3 clusters Score -2534032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -87734.601562 Penalty: 1660.251343
	Iteration 0F: 2 clusters Score -87734.6 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 416 members 
Entering Unmasked Estep 
Score: -86013.476562 Penalty: 3320.502686
	Iteration 0F: 3 clusters Score -86013.48 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -86623.382812 Penalty: 3320.502686
	Iteration 1F: 3 clusters Score -86623.38 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -86867.718750 Penalty: 3320.502686
	Iteration 2F: 3 clusters Score -86867.72 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -87088.468750 Penalty: 3320.502686
	Iteration 3F: 3 clusters Score -87088.47 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -87404.804688 Penalty: 3320.502686
	Iteration 4F: 3 clusters Score -87404.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -87636.718750 Penalty: 3320.502686
	Iteration 5F: 3 clusters Score -87636.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -87760.328125 Penalty: 3320.502686
	Iteration 6Q: 3 clusters Score -87760.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -87823.898438 Penalty: 3320.502686
	Iteration 7Q: 3 clusters Score -87823.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -87876.625000 Penalty: 3320.502686
	Iteration 8Q: 3 clusters Score -87876.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -87911.515625 Penalty: 3320.502686
	Iteration 9Q: 3 clusters Score -87911.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -87950.281250 Penalty: 3320.502686
	Iteration 10Q: 3 clusters Score -87950.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -87973.664062 Penalty: 3320.502686
	Iteration 11Q: 3 clusters Score -87973.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -88003.437500 Penalty: 3320.502686
	Iteration 12Q: 3 clusters Score -88003.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -88017.406250 Penalty: 3320.502686
	Iteration 13Q: 3 clusters Score -88017.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -88033.664062 Penalty: 3320.502686
	Iteration 14Q: 3 clusters Score -88033.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -88042.664062 Penalty: 3320.502686
	Iteration 15Q: 3 clusters Score -88042.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -88046.343750 Penalty: 3320.502686
	Iteration 16Q: 3 clusters Score -88046.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -88047.882812 Penalty: 3320.502686
	Iteration 17Q: 3 clusters Score -88047.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -88049.125000 Penalty: 3320.502686
	Iteration 18Q: 3 clusters Score -88049.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -88060.890625 Penalty: 3320.502686
	Iteration 19Q: 3 clusters Score -88060.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -88078.250000 Penalty: 3320.502686
	Iteration 20F: 3 clusters Score -88078.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -88103.265625 Penalty: 3320.502686
	Iteration 21Q: 3 clusters Score -88103.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -88127.093750 Penalty: 3320.502686
	Iteration 22Q: 3 clusters Score -88127.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -88180.601562 Penalty: 3320.502686
	Iteration 23Q: 3 clusters Score -88180.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -88289.125000 Penalty: 3320.502686
	Iteration 24Q: 3 clusters Score -88289.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -88409.773438 Penalty: 3320.502686
	Iteration 25Q: 3 clusters Score -88409.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -88457.000000 Penalty: 3320.502686
	Iteration 26Q: 3 clusters Score -88457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -88473.781250 Penalty: 3320.502686
	Iteration 27Q: 3 clusters Score -88473.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -88478.359375 Penalty: 3320.502686
	Iteration 28Q: 3 clusters Score -88478.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -88484.835938 Penalty: 3320.502686
	Iteration 29Q: 3 clusters Score -88484.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -88486.179688 Penalty: 3320.502686
	Iteration 30Q: 3 clusters Score -88486.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -88489.617188 Penalty: 3320.502686
	Iteration 31Q: 3 clusters Score -88489.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -88491.992188 Penalty: 3320.502686
	Iteration 32Q: 3 clusters Score -88491.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -88500.914062 Penalty: 3320.502686
	Iteration 33Q: 3 clusters Score -88500.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -88513.281250 Penalty: 3320.502686
	Iteration 34Q: 3 clusters Score -88513.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -88536.023438 Penalty: 3320.502686
	Iteration 35Q: 3 clusters Score -88536.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -88553.406250 Penalty: 3320.502686
	Iteration 36Q: 3 clusters Score -88553.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -88561.843750 Penalty: 3320.502686
	Iteration 37Q: 3 clusters Score -88561.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -88561.843750 Penalty: 3320.502686
	Iteration 38F: 3 clusters Score -88561.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36861 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25624 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 176918 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42074 members 
Mstep: Class 15 contains 10860 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229924 members 
Mstep: Class 18 contains 61385 members 
Mstep: Class 19 contains 20240 members 
Mstep: Class 20 contains 208 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14338 members 
Mstep: Class 25 contains 707 members 
Mstep: Class 26 contains 600 members 
Entering Unmasked Estep 
Score: -90835872.000000 Penalty: 86934.414062
Splitting cluster 20 changes total score from -90836736.000000 to -90835872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Entering Unmasked Estep 
Score: -1258966.875000 Penalty: 2271.339111
	Iteration 0F: 2 clusters Score -1258967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1251641.750000 Penalty: 4542.678223
	Iteration 0F: 3 clusters Score -1251642 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1253759.500000 Penalty: 4542.678223
	Iteration 1F: 3 clusters Score -1253760 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1254098.625000 Penalty: 4542.678223
	Iteration 2F: 3 clusters Score -1254099 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1254422.250000 Penalty: 4542.678223
	Iteration 3F: 3 clusters Score -1254422 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1254746.500000 Penalty: 4542.678223
	Iteration 4F: 3 clusters Score -1254746 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1255045.750000 Penalty: 4542.678223
	Iteration 5F: 3 clusters Score -1255046 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1255339.750000 Penalty: 4542.678223
	Iteration 6Q: 3 clusters Score -1255340 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1255655.625000 Penalty: 4542.678223
	Iteration 7Q: 3 clusters Score -1255656 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1255963.375000 Penalty: 4542.678223
	Iteration 8Q: 3 clusters Score -1255963 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1256246.375000 Penalty: 4542.678223
	Iteration 9Q: 3 clusters Score -1256246 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1256454.625000 Penalty: 4542.678223
	Iteration 10Q: 3 clusters Score -1256455 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1256591.625000 Penalty: 4542.678223
	Iteration 11Q: 3 clusters Score -1256592 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1256706.875000 Penalty: 4542.678223
	Iteration 12Q: 3 clusters Score -1256707 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1256794.375000 Penalty: 4542.678223
	Iteration 13Q: 3 clusters Score -1256794 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1256859.375000 Penalty: 4542.678223
	Iteration 14Q: 3 clusters Score -1256859 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1256905.125000 Penalty: 4542.678223
	Iteration 15Q: 3 clusters Score -1256905 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1256936.375000 Penalty: 4542.678223
	Iteration 16Q: 3 clusters Score -1256936 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1256957.125000 Penalty: 4542.678223
	Iteration 17Q: 3 clusters Score -1256957 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1256982.250000 Penalty: 4542.678223
	Iteration 18Q: 3 clusters Score -1256982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1257008.125000 Penalty: 4542.678223
	Iteration 19Q: 3 clusters Score -1257008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1257025.875000 Penalty: 4542.678223
	Iteration 20F: 3 clusters Score -1257026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1257035.250000 Penalty: 4542.678223
	Iteration 21Q: 3 clusters Score -1257035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1257046.500000 Penalty: 4542.678223
	Iteration 22Q: 3 clusters Score -1257046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1257050.875000 Penalty: 4542.678223
	Iteration 23Q: 3 clusters Score -1257051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1257059.250000 Penalty: 4542.678223
	Iteration 24Q: 3 clusters Score -1257059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1257064.375000 Penalty: 4542.678223
	Iteration 25Q: 3 clusters Score -1257064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1257066.250000 Penalty: 4542.678223
	Iteration 26Q: 3 clusters Score -1257066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1257071.000000 Penalty: 4542.678223
	Iteration 27Q: 3 clusters Score -1257071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1257072.625000 Penalty: 4542.678223
	Iteration 28Q: 3 clusters Score -1257073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1257079.375000 Penalty: 4542.678223
	Iteration 29Q: 3 clusters Score -1257079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1257086.000000 Penalty: 4542.678223
	Iteration 30Q: 3 clusters Score -1257086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1257088.250000 Penalty: 4542.678223
	Iteration 31Q: 3 clusters Score -1257088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1257089.750000 Penalty: 4542.678223
	Iteration 32Q: 3 clusters Score -1257090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1257096.625000 Penalty: 4542.678223
	Iteration 33Q: 3 clusters Score -1257097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1257099.625000 Penalty: 4542.678223
	Iteration 34Q: 3 clusters Score -1257100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1257105.750000 Penalty: 4542.678223
	Iteration 35Q: 3 clusters Score -1257106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1257108.500000 Penalty: 4542.678223
	Iteration 36Q: 3 clusters Score -1257108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1257109.625000 Penalty: 4542.678223
	Iteration 37Q: 3 clusters Score -1257110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1257111.875000 Penalty: 4542.678223
	Iteration 38Q: 3 clusters Score -1257112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1257114.875000 Penalty: 4542.678223
	Iteration 39Q: 3 clusters Score -1257115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1257119.000000 Penalty: 4542.678223
	Iteration 40F: 3 clusters Score -1257119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1257118.000000 Penalty: 4542.678223
	Iteration 41Q: 3 clusters Score -1257118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1257125.250000 Penalty: 4542.678223
	Iteration 42Q: 3 clusters Score -1257125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1257131.250000 Penalty: 4542.678223
	Iteration 43Q: 3 clusters Score -1257131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1257133.750000 Penalty: 4542.678223
	Iteration 44Q: 3 clusters Score -1257134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1257137.125000 Penalty: 4542.678223
	Iteration 45Q: 3 clusters Score -1257137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1257136.500000 Penalty: 4542.678223
	Iteration 46Q: 3 clusters Score -1257136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1257139.250000 Penalty: 4542.678223
	Iteration 47Q: 3 clusters Score -1257139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1257140.000000 Penalty: 4542.678223
	Iteration 48Q: 3 clusters Score -1257140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1257143.375000 Penalty: 4542.678223
	Iteration 49Q: 3 clusters Score -1257143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1257144.000000 Penalty: 4542.678223
	Iteration 50Q: 3 clusters Score -1257144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1257145.500000 Penalty: 4542.678223
	Iteration 51Q: 3 clusters Score -1257146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1257148.375000 Penalty: 4542.678223
	Iteration 52Q: 3 clusters Score -1257148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1257148.500000 Penalty: 4542.678223
	Iteration 53Q: 3 clusters Score -1257148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1257149.625000 Penalty: 4542.678223
	Iteration 54Q: 3 clusters Score -1257150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1257149.625000 Penalty: 4542.678223
	Iteration 55F: 3 clusters Score -1257150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Entering Unmasked Estep 
Score: -970902.562500 Penalty: 2245.546143
	Iteration 0F: 2 clusters Score -970902.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -964144.062500 Penalty: 4491.092285
	Iteration 0F: 3 clusters Score -964144.1 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -966191.812500 Penalty: 4491.092285
	Iteration 1F: 3 clusters Score -966191.8 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -966666.312500 Penalty: 4491.092285
	Iteration 2F: 3 clusters Score -966666.3 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -967071.500000 Penalty: 4491.092285
	Iteration 3F: 3 clusters Score -967071.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -967419.937500 Penalty: 4491.092285
	Iteration 4F: 3 clusters Score -967419.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -967729.687500 Penalty: 4491.092285
	Iteration 5F: 3 clusters Score -967729.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -968052.187500 Penalty: 4491.092285
	Iteration 6F: 3 clusters Score -968052.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -968331.437500 Penalty: 4491.092285
	Iteration 7Q: 3 clusters Score -968331.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -968576.875000 Penalty: 4491.092285
	Iteration 8Q: 3 clusters Score -968576.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -968806.562500 Penalty: 4491.092285
	Iteration 9Q: 3 clusters Score -968806.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -969024.312500 Penalty: 4491.092285
	Iteration 10Q: 3 clusters Score -969024.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -969237.375000 Penalty: 4491.092285
	Iteration 11Q: 3 clusters Score -969237.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -969441.437500 Penalty: 4491.092285
	Iteration 12Q: 3 clusters Score -969441.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -969609.250000 Penalty: 4491.092285
	Iteration 13Q: 3 clusters Score -969609.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -969751.687500 Penalty: 4491.092285
	Iteration 14Q: 3 clusters Score -969751.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -969866.062500 Penalty: 4491.092285
	Iteration 15Q: 3 clusters Score -969866.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -969959.937500 Penalty: 4491.092285
	Iteration 16Q: 3 clusters Score -969959.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -970026.875000 Penalty: 4491.092285
	Iteration 17Q: 3 clusters Score -970026.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -970095.625000 Penalty: 4491.092285
	Iteration 18Q: 3 clusters Score -970095.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -970163.187500 Penalty: 4491.092285
	Iteration 19Q: 3 clusters Score -970163.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -970224.500000 Penalty: 4491.092285
	Iteration 20F: 3 clusters Score -970224.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -970284.062500 Penalty: 4491.092285
	Iteration 21Q: 3 clusters Score -970284.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -970337.187500 Penalty: 4491.092285
	Iteration 22Q: 3 clusters Score -970337.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -970385.125000 Penalty: 4491.092285
	Iteration 23Q: 3 clusters Score -970385.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -970422.625000 Penalty: 4491.092285
	Iteration 24Q: 3 clusters Score -970422.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -970455.687500 Penalty: 4491.092285
	Iteration 25Q: 3 clusters Score -970455.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -970487.812500 Penalty: 4491.092285
	Iteration 26Q: 3 clusters Score -970487.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -970516.125000 Penalty: 4491.092285
	Iteration 27Q: 3 clusters Score -970516.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -970534.562500 Penalty: 4491.092285
	Iteration 28Q: 3 clusters Score -970534.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -970548.375000 Penalty: 4491.092285
	Iteration 29Q: 3 clusters Score -970548.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -970553.625000 Penalty: 4491.092285
	Iteration 30Q: 3 clusters Score -970553.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -970560.187500 Penalty: 4491.092285
	Iteration 31Q: 3 clusters Score -970560.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -970568.812500 Penalty: 4491.092285
	Iteration 32Q: 3 clusters Score -970568.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -970577.312500 Penalty: 4491.092285
	Iteration 33Q: 3 clusters Score -970577.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -970588.875000 Penalty: 4491.092285
	Iteration 34Q: 3 clusters Score -970588.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -970593.000000 Penalty: 4491.092285
	Iteration 35Q: 3 clusters Score -970593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -970597.437500 Penalty: 4491.092285
	Iteration 36Q: 3 clusters Score -970597.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -970606.937500 Penalty: 4491.092285
	Iteration 37Q: 3 clusters Score -970606.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -970617.500000 Penalty: 4491.092285
	Iteration 38Q: 3 clusters Score -970617.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -970623.062500 Penalty: 4491.092285
	Iteration 39Q: 3 clusters Score -970623.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -970632.000000 Penalty: 4491.092285
	Iteration 40F: 3 clusters Score -970632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -970635.250000 Penalty: 4491.092285
	Iteration 41Q: 3 clusters Score -970635.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -970639.625000 Penalty: 4491.092285
	Iteration 42Q: 3 clusters Score -970639.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -970645.312500 Penalty: 4491.092285
	Iteration 43Q: 3 clusters Score -970645.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -970650.437500 Penalty: 4491.092285
	Iteration 44Q: 3 clusters Score -970650.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -970656.000000 Penalty: 4491.092285
	Iteration 45Q: 3 clusters Score -970656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -970660.062500 Penalty: 4491.092285
	Iteration 46Q: 3 clusters Score -970660.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -970662.437500 Penalty: 4491.092285
	Iteration 47Q: 3 clusters Score -970662.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -970663.312500 Penalty: 4491.092285
	Iteration 48Q: 3 clusters Score -970663.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -970663.687500 Penalty: 4491.092285
	Iteration 49Q: 3 clusters Score -970663.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -970665.500000 Penalty: 4491.092285
	Iteration 50Q: 3 clusters Score -970665.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -970665.812500 Penalty: 4491.092285
	Iteration 51Q: 3 clusters Score -970665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -970666.250000 Penalty: 4491.092285
	Iteration 52Q: 3 clusters Score -970666.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -970666.437500 Penalty: 4491.092285
	Iteration 53Q: 3 clusters Score -970666.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -970665.687500 Penalty: 4491.092285
	Iteration 54Q: 3 clusters Score -970665.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -970664.125000 Penalty: 4491.092285
	Iteration 55Q: 3 clusters Score -970664.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -970665.687500 Penalty: 4491.092285
	Iteration 56Q: 3 clusters Score -970665.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -970667.250000 Penalty: 4491.092285
	Iteration 57Q: 3 clusters Score -970667.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -970669.437500 Penalty: 4491.092285
	Iteration 58Q: 3 clusters Score -970669.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -970667.562500 Penalty: 4491.092285
	Iteration 59Q: 3 clusters Score -970667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -970668.000000 Penalty: 4491.092285
	Iteration 60F: 3 clusters Score -970668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -970668.062500 Penalty: 4491.092285
	Iteration 61Q: 3 clusters Score -970668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -970668.312500 Penalty: 4491.092285
	Iteration 62Q: 3 clusters Score -970668.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -970669.875000 Penalty: 4491.092285
	Iteration 63Q: 3 clusters Score -970669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -970669.875000 Penalty: 4491.092285
	Iteration 64F: 3 clusters Score -970669.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -735448.937500 Penalty: 2152.131836
	Iteration 0F: 2 clusters Score -735448.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -730364.750000 Penalty: 4304.263672
	Iteration 0F: 3 clusters Score -730364.8 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -731790.187500 Penalty: 4304.263672
	Iteration 1F: 3 clusters Score -731790.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -732223.812500 Penalty: 4304.263672
	Iteration 2F: 3 clusters Score -732223.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -732604.937500 Penalty: 4304.263672
	Iteration 3F: 3 clusters Score -732604.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -732927.125000 Penalty: 4304.263672
	Iteration 4F: 3 clusters Score -732927.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -733170.500000 Penalty: 4304.263672
	Iteration 5F: 3 clusters Score -733170.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -733335.250000 Penalty: 4304.263672
	Iteration 6Q: 3 clusters Score -733335.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -733475.937500 Penalty: 4304.263672
	Iteration 7Q: 3 clusters Score -733475.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -733586.312500 Penalty: 4304.263672
	Iteration 8Q: 3 clusters Score -733586.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -733675.062500 Penalty: 4304.263672
	Iteration 9Q: 3 clusters Score -733675.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -733742.062500 Penalty: 4304.263672
	Iteration 10Q: 3 clusters Score -733742.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -733796.125000 Penalty: 4304.263672
	Iteration 11Q: 3 clusters Score -733796.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -733835.875000 Penalty: 4304.263672
	Iteration 12Q: 3 clusters Score -733835.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -733875.625000 Penalty: 4304.263672
	Iteration 13Q: 3 clusters Score -733875.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -733917.187500 Penalty: 4304.263672
	Iteration 14Q: 3 clusters Score -733917.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -733947.937500 Penalty: 4304.263672
	Iteration 15Q: 3 clusters Score -733947.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -733981.875000 Penalty: 4304.263672
	Iteration 16Q: 3 clusters Score -733981.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -733999.937500 Penalty: 4304.263672
	Iteration 17Q: 3 clusters Score -733999.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -734020.812500 Penalty: 4304.263672
	Iteration 18Q: 3 clusters Score -734020.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -734034.187500 Penalty: 4304.263672
	Iteration 19Q: 3 clusters Score -734034.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -734044.937500 Penalty: 4304.263672
	Iteration 20F: 3 clusters Score -734044.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -734049.375000 Penalty: 4304.263672
	Iteration 21Q: 3 clusters Score -734049.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -734055.625000 Penalty: 4304.263672
	Iteration 22Q: 3 clusters Score -734055.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -734064.875000 Penalty: 4304.263672
	Iteration 23Q: 3 clusters Score -734064.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -734071.250000 Penalty: 4304.263672
	Iteration 24Q: 3 clusters Score -734071.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -734082.125000 Penalty: 4304.263672
	Iteration 25Q: 3 clusters Score -734082.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -734084.937500 Penalty: 4304.263672
	Iteration 26Q: 3 clusters Score -734084.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -734090.937500 Penalty: 4304.263672
	Iteration 27Q: 3 clusters Score -734090.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -734101.500000 Penalty: 4304.263672
	Iteration 28Q: 3 clusters Score -734101.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -734107.125000 Penalty: 4304.263672
	Iteration 29Q: 3 clusters Score -734107.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -734113.062500 Penalty: 4304.263672
	Iteration 30Q: 3 clusters Score -734113.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -734118.125000 Penalty: 4304.263672
	Iteration 31Q: 3 clusters Score -734118.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -734124.062500 Penalty: 4304.263672
	Iteration 32Q: 3 clusters Score -734124.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -734130.250000 Penalty: 4304.263672
	Iteration 33Q: 3 clusters Score -734130.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -734134.000000 Penalty: 4304.263672
	Iteration 34Q: 3 clusters Score -734134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -734136.125000 Penalty: 4304.263672
	Iteration 35Q: 3 clusters Score -734136.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -734138.250000 Penalty: 4304.263672
	Iteration 36Q: 3 clusters Score -734138.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -734138.312500 Penalty: 4304.263672
	Iteration 37Q: 3 clusters Score -734138.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -734138.125000 Penalty: 4304.263672
	Iteration 38Q: 3 clusters Score -734138.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -734138.125000 Penalty: 4304.263672
	Iteration 39F: 3 clusters Score -734138.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Entering Unmasked Estep 
Score: -1873329.625000 Penalty: 2373.525635
	Iteration 0F: 2 clusters Score -1873330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1862879.500000 Penalty: 4747.051270
	Iteration 0F: 3 clusters Score -1862880 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1866068.750000 Penalty: 4747.051270
	Iteration 1F: 3 clusters Score -1866069 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1866399.375000 Penalty: 4747.051270
	Iteration 2F: 3 clusters Score -1866399 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1866622.625000 Penalty: 4747.051270
	Iteration 3Q: 3 clusters Score -1866623 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1866807.875000 Penalty: 4747.051270
	Iteration 4Q: 3 clusters Score -1866808 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1866997.500000 Penalty: 4747.051270
	Iteration 5Q: 3 clusters Score -1866998 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1867236.125000 Penalty: 4747.051270
	Iteration 6Q: 3 clusters Score -1867236 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1867529.000000 Penalty: 4747.051270
	Iteration 7Q: 3 clusters Score -1867529 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1867897.375000 Penalty: 4747.051270
	Iteration 8Q: 3 clusters Score -1867897 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1868374.375000 Penalty: 4747.051270
	Iteration 9F: 3 clusters Score -1868374 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1868919.750000 Penalty: 4747.051270
	Iteration 10F: 3 clusters Score -1868920 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1869515.375000 Penalty: 4747.051270
	Iteration 11F: 3 clusters Score -1869515 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1870043.250000 Penalty: 4747.051270
	Iteration 12Q: 3 clusters Score -1870043 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1870413.000000 Penalty: 4747.051270
	Iteration 13Q: 3 clusters Score -1870413 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1870692.125000 Penalty: 4747.051270
	Iteration 14Q: 3 clusters Score -1870692 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1870892.875000 Penalty: 4747.051270
	Iteration 15Q: 3 clusters Score -1870893 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1871026.250000 Penalty: 4747.051270
	Iteration 16Q: 3 clusters Score -1871026 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1871117.000000 Penalty: 4747.051270
	Iteration 17Q: 3 clusters Score -1871117 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1871175.250000 Penalty: 4747.051270
	Iteration 18Q: 3 clusters Score -1871175 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1871214.875000 Penalty: 4747.051270
	Iteration 19Q: 3 clusters Score -1871215 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1871239.875000 Penalty: 4747.051270
	Iteration 20F: 3 clusters Score -1871240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1871256.125000 Penalty: 4747.051270
	Iteration 21Q: 3 clusters Score -1871256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1871274.125000 Penalty: 4747.051270
	Iteration 22Q: 3 clusters Score -1871274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1871291.625000 Penalty: 4747.051270
	Iteration 23Q: 3 clusters Score -1871292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1871301.125000 Penalty: 4747.051270
	Iteration 24Q: 3 clusters Score -1871301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1871309.750000 Penalty: 4747.051270
	Iteration 25Q: 3 clusters Score -1871310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1871316.625000 Penalty: 4747.051270
	Iteration 26Q: 3 clusters Score -1871317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1871318.750000 Penalty: 4747.051270
	Iteration 27Q: 3 clusters Score -1871319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1871323.500000 Penalty: 4747.051270
	Iteration 28Q: 3 clusters Score -1871324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1871328.500000 Penalty: 4747.051270
	Iteration 29Q: 3 clusters Score -1871328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1871328.375000 Penalty: 4747.051270
	Iteration 30Q: 3 clusters Score -1871328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1871331.125000 Penalty: 4747.051270
	Iteration 31Q: 3 clusters Score -1871331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1871334.625000 Penalty: 4747.051270
	Iteration 32Q: 3 clusters Score -1871335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1871338.500000 Penalty: 4747.051270
	Iteration 33Q: 3 clusters Score -1871338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1871340.250000 Penalty: 4747.051270
	Iteration 34Q: 3 clusters Score -1871340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1871347.500000 Penalty: 4747.051270
	Iteration 35Q: 3 clusters Score -1871348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1871350.375000 Penalty: 4747.051270
	Iteration 36Q: 3 clusters Score -1871350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1871349.250000 Penalty: 4747.051270
	Iteration 37Q: 3 clusters Score -1871349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1871348.625000 Penalty: 4747.051270
	Iteration 38Q: 3 clusters Score -1871349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1871351.625000 Penalty: 4747.051270
	Iteration 39Q: 3 clusters Score -1871352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1871355.500000 Penalty: 4747.051270
	Iteration 40F: 3 clusters Score -1871356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1871356.875000 Penalty: 4747.051270
	Iteration 41Q: 3 clusters Score -1871357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1871357.750000 Penalty: 4747.051270
	Iteration 42Q: 3 clusters Score -1871358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1871359.375000 Penalty: 4747.051270
	Iteration 43Q: 3 clusters Score -1871359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1871365.625000 Penalty: 4747.051270
	Iteration 44Q: 3 clusters Score -1871366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1871369.125000 Penalty: 4747.051270
	Iteration 45Q: 3 clusters Score -1871369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1871372.000000 Penalty: 4747.051270
	Iteration 46Q: 3 clusters Score -1871372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1871375.250000 Penalty: 4747.051270
	Iteration 47Q: 3 clusters Score -1871375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1871376.000000 Penalty: 4747.051270
	Iteration 48Q: 3 clusters Score -1871376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1871380.250000 Penalty: 4747.051270
	Iteration 49Q: 3 clusters Score -1871380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1871379.250000 Penalty: 4747.051270
	Iteration 50Q: 3 clusters Score -1871379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1871379.250000 Penalty: 4747.051270
	Iteration 51F: 3 clusters Score -1871379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -77574.203125 Penalty: 1627.135620
	Iteration 0F: 2 clusters Score -77574.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -75913.398438 Penalty: 3254.271240
	Iteration 0F: 3 clusters Score -75913.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76293.234375 Penalty: 3254.271240
	Iteration 1F: 3 clusters Score -76293.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -76531.617188 Penalty: 3254.271240
	Iteration 2F: 3 clusters Score -76531.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -76664.250000 Penalty: 3254.271240
	Iteration 3Q: 3 clusters Score -76664.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76773.484375 Penalty: 3254.271240
	Iteration 4F: 3 clusters Score -76773.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76897.351562 Penalty: 3254.271240
	Iteration 5Q: 3 clusters Score -76897.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -77093.109375 Penalty: 3254.271240
	Iteration 6Q: 3 clusters Score -77093.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -77175.289062 Penalty: 3254.271240
	Iteration 7Q: 3 clusters Score -77175.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -77271.828125 Penalty: 3254.271240
	Iteration 8Q: 3 clusters Score -77271.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -77423.937500 Penalty: 3254.271240
	Iteration 9Q: 3 clusters Score -77423.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -77483.406250 Penalty: 3254.271240
	Iteration 10Q: 3 clusters Score -77483.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -77531.250000 Penalty: 3254.271240
	Iteration 11Q: 3 clusters Score -77531.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -77561.804688 Penalty: 3254.271240
	Iteration 12Q: 3 clusters Score -77561.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -77589.210938 Penalty: 3254.271240
	Iteration 13Q: 3 clusters Score -77589.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -77601.382812 Penalty: 3254.271240
	Iteration 14Q: 3 clusters Score -77601.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -77615.937500 Penalty: 3254.271240
	Iteration 15Q: 3 clusters Score -77615.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -77627.585938 Penalty: 3254.271240
	Iteration 16Q: 3 clusters Score -77627.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -77631.757812 Penalty: 3254.271240
	Iteration 17Q: 3 clusters Score -77631.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -77634.382812 Penalty: 3254.271240
	Iteration 18Q: 3 clusters Score -77634.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -77635.765625 Penalty: 3254.271240
	Iteration 19Q: 3 clusters Score -77635.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -77635.765625 Penalty: 3254.271240
	Iteration 20F: 3 clusters Score -77635.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36861 members 
Mstep: Class 3 contains 4583 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 14737 members 
Mstep: Class 6 contains 670 members 
Mstep: Class 7 contains 25624 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 13929 members 
Mstep: Class 11 contains 10130 members 
Mstep: Class 12 contains 176918 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 42074 members 
Mstep: Class 15 contains 10860 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 229924 members 
Mstep: Class 18 contains 61385 members 
Mstep: Class 19 contains 20240 members 
Mstep: Class 20 contains 808 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 14338 members 
Mstep: Class 25 contains 491 members 
Mstep: Class 26 contains 216 members 
Entering Unmasked Estep 
Score: -90835128.000000 Penalty: 86934.414062
Splitting cluster 25 changes total score from -90836736.000000 to -90835128.000000
So it's not getting split.
--- Evaluating fit on full set of 2150037 points ---
Entering Unmasked Estep 
Score: -272258880.000000 Penalty: 90402.171875
25->26 Clusters: Score -272258880.000000, best is -272292256.000000

Main iterations: 0 (time per=infms)
Total iterations: 65609 (time per=443.685794ms)
Iterations metric 2: 4309228978176.000000 (time per=6.755218ns)
Iterations metric 3: 129267174211584.000000 (time per=225.190822ps)

That took 29109.781250 seconds.
